Literature DB >> 33082258

IP7-SPX Domain Interaction Controls Fungal Virulence by Stabilizing Phosphate Signaling Machinery.

Desmarini Desmarini1,2,3, Sophie Lev1,2,3, David Furkert4, Ben Crossett5, Adolfo Saiardi6, Keren Kaufman-Francis1,2,3, Cecilia Li3, Tania C Sorrell1,2,3, Lorna Wilkinson-White7, Jacqueline Matthews7, Dorothea Fiedler4, Julianne Teresa Djordjevic8,2,3.   

Abstract

In the human-pathogenic fungus Cryptococcus neoformans, the inositol polyphosphate signaling pathway is critical for virulence. We recently demonstrated the key role of the inositol pyrophosphate IP7 (isomer 5-PP-IP5) in driving fungal virulence; however, the mechanism of action remains elusive. Using genetic and biochemical approaches, and mouse infection models, we show that IP7 synthesized by Kcs1 regulates fungal virulence by binding to a conserved lysine surface cluster in the SPX domain of Pho81. Pho81 is the cyclin-dependent kinase (CDK) inhibitor of the phosphate signaling (PHO) pathway. We also provide novel mechanistic insight into the role of IP7 in PHO pathway regulation by demonstrating that IP7 functions as an intermolecular "glue" to stabilize Pho81 association with Pho85/Pho80 and, hence, promote PHO pathway activation and phosphate acquisition. Blocking IP7-Pho81 interaction using site-directed mutagenesis led to a dramatic loss of fungal virulence in a mouse infection model, and the effect was similar to that observed following PHO81 gene deletion, highlighting the key importance of Pho81 in fungal virulence. Furthermore, our findings provide additional evidence of evolutionary divergence in PHO pathway regulation in fungi by demonstrating that IP7 isomers have evolved different roles in PHO pathway control in C. neoformans and nonpathogenic yeast.IMPORTANCE Invasive fungal diseases pose a serious threat to human health globally with >1.5 million deaths occurring annually, 180,000 of which are attributable to the AIDS-related pathogen, Cryptococcus neoformans Here, we demonstrate that interaction of the inositol pyrophosphate, IP7, with the CDK inhibitor protein, Pho81, is instrumental in promoting fungal virulence. IP7-Pho81 interaction stabilizes Pho81 association with other CDK complex components to promote PHO pathway activation and phosphate acquisition. Our data demonstrating that blocking IP7-Pho81 interaction or preventing Pho81 production leads to a dramatic loss in fungal virulence, coupled with Pho81 having no homologue in humans, highlights Pho81 function as a potential target for the development of urgently needed antifungal drugs.
Copyright © 2020 Desmarini et al.

Entities:  

Keywords:  Cryptococcus neoformanszzm321990; IP7; PHO pathway; Pho81; SPX domain; cyclin-dependent kinase inhibitor; fungal virulence; inositol polyphosphate; inositol pyrophosphate

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Year:  2020        PMID: 33082258      PMCID: PMC7587432          DOI: 10.1128/mBio.01920-20

Source DB:  PubMed          Journal:  mBio            Impact factor:   7.867


INTRODUCTION

Cryptococcus neoformans causes fatal meningitis worldwide, especially in immunosuppressed individuals and is responsible for more than 220,000 infections and 180,000 deaths annually (1). Infection is initiated in the lungs and can spread via the blood to the brain to cause meningitis that is fatal without treatment. All fungi, including C. neoformans, use signaling pathways to respond and adapt to host stress and hence to promote their pathogenicity (2). The inositol polyphosphate synthesis pathway, which produces the inositol pyrophosphate 5-PP-IP5 (IP7) (3–8), and the phosphate sensing and acquisition (PHO) pathway (3, 5) are essential for fungal growth in the lung and spread of infection to the brain. However, whether 5-PP-IP5-mediated virulence impairment is due to defects in phosphate homeostasis remains to be addressed. As an organism with a haploid genome, C. neoformans served as a useful model to pioneer the characterization of the inositol polyphosphate synthesis pathway in a human fungal pathogen (3–8). Using an inositol polyphosphate kinase (IPK) gene deletion approach to block IP production at different sites, it was shown that the inositol pyrophosphate, 5-PP-IP5, is produced by the sequential phosphorylation of inositol trisphosphate (IP3) by the IPKs Arg1, Ipk1, and Kcs1 and that 5-PP-IP5 is the direct product of Kcs1 (Fig. 1A). In comparison to the other IP products in the pathway, loss of 5-PP-IP5 had the most negative impact on virulence in a mouse model (4). 5-PP-IP5 is the main IP7 isomer in eukaryotic cells and consists of a myo-inositol backbone with five covalently attached phosphates and one di(pyro)phosphate at position 5. 5-PP-IP5 is further phosphorylated at position 1 by Asp1 to produce 1,5-PP2-IP4 (IP8) (9, 10). Loss of IP8 had minimal impact on cellular function and virulence (4). The role of 5-PP-IP5 in other human fungal pathogens has not been determined, presumably due to the inability to create viable IPK deletion mutants. However, the creation of a heterozygous ARG1/IPK2 deletion mutant in Candida albicans demonstrated important roles for IPK products in cellular function (11).
FIG 1

Kcs1-derived 5-PP-IP5 is the only inositol polyphosphate required for PHO pathway activation in C. neoformans and has opposing roles in PHO pathway activation in C. neoformans and S. cerevisiae. (A) Inositol polyphosphate biosynthetic pathways in C. neoformans and S. cerevisiae. Spheres represent phosphate groups. Cryptococcal enzymes are indicated in black, and enzymes for S. cerevisiae are indicated in red. In C. neoformans, phospholipase C1 (PLC1)-derived IP3 is sequentially phosphorylated to IP4-5 and IP6 by Arg1 and Ipk1, respectively. Kcs1 generates PP-IP4 and 5-PP-IP5/IP7 from IP5 and IP6, respectively. However, PP-IP4 is only detected in the ipk1Δ mutant. Asp1-derived 1,5-PP2-IP4, but not 1-PP-IP5, has been detected in C. neoformans. (B) 5-PP-IP5 is required for optimal growth in the absence of phosphate. Overnight YPD cultures were serially diluted (106 to 101 cells per 5 μl) and spotted onto YPD agar. Plates were incubated at 30 and 37°C for 2 days before being photographed. Growth of the 5-PP-IP5-deficient C. neoformans mutant strain (kcs1Δ) is attenuated to a similar extent as the PHO pathway activation-defective mutant strain (pho4Δ). (C) Expression of phosphate-responsive genes regulated by Pho4 is compared by qPCR following growth in the presence and absence of phosphate (calculated using the –ΔΔC method and ACT1 as the housekeeping gene. The expression in each strain is normalized to the WT +Pi. (D) 5-PP-IP4 cannot substitute for 5-PP-IP5 in promoting PHO pathway induction since the ipk1Δ mutant strain, which accumulates 5-PP-IP4, fails to activate the PHO pathway in response to phosphate deprivation. APase activity refers to the extent of p-nitrophenyl phosphate hydrolysis by extracellular APases quantified spectrophotometrically at 420 nm (see Materials and Methods for a detailed description). The results are expressed as fold change relative to WT+Pi. (E) 5-PP-IP5 has opposing roles in PHO pathway activation in C. neoformans (Cn) and S. cerevisiae (Sc). PHO pathway activation during phosphate deprivation is compared in WT Cn and Sc and their congenic 5-PP-IP5-deficient strains (arg1Δ/ipk2Δ and kcs1Δ). APase activity was measured as in panel D and normalized to the APase activity of the corresponding WT strains. (F and G) Asp1-derived 1-PP-IP5 and 1,5-PP2-IP4 are dispensable for PHO pathway activation and growth of C. neoformans during phosphate deprivation. A drop dilution test was performed as described previously (see panel B). In panel G, PHO pathway activation was assessed using the APase activity assay and normalized to WT at 0.5 h. All bar graphs represent the means ± the standard deviations of three biological replicates.

Kcs1-derived 5-PP-IP5 is the only inositol polyphosphate required for PHO pathway activation in C. neoformans and has opposing roles in PHO pathway activation in C. neoformans and S. cerevisiae. (A) Inositol polyphosphate biosynthetic pathways in C. neoformans and S. cerevisiae. Spheres represent phosphate groups. Cryptococcal enzymes are indicated in black, and enzymes for S. cerevisiae are indicated in red. In C. neoformans, phospholipase C1 (PLC1)-derived IP3 is sequentially phosphorylated to IP4-5 and IP6 by Arg1 and Ipk1, respectively. Kcs1 generates PP-IP4 and 5-PP-IP5/IP7 from IP5 and IP6, respectively. However, PP-IP4 is only detected in the ipk1Δ mutant. Asp1-derived 1,5-PP2-IP4, but not 1-PP-IP5, has been detected in C. neoformans. (B) 5-PP-IP5 is required for optimal growth in the absence of phosphate. Overnight YPD cultures were serially diluted (106 to 101 cells per 5 μl) and spotted onto YPD agar. Plates were incubated at 30 and 37°C for 2 days before being photographed. Growth of the 5-PP-IP5-deficient C. neoformans mutant strain (kcs1Δ) is attenuated to a similar extent as the PHO pathway activation-defective mutant strain (pho4Δ). (C) Expression of phosphate-responsive genes regulated by Pho4 is compared by qPCR following growth in the presence and absence of phosphate (calculated using the –ΔΔC method and ACT1 as the housekeeping gene. The expression in each strain is normalized to the WT +Pi. (D) 5-PP-IP4 cannot substitute for 5-PP-IP5 in promoting PHO pathway induction since the ipk1Δ mutant strain, which accumulates 5-PP-IP4, fails to activate the PHO pathway in response to phosphate deprivation. APase activity refers to the extent of p-nitrophenyl phosphate hydrolysis by extracellular APases quantified spectrophotometrically at 420 nm (see Materials and Methods for a detailed description). The results are expressed as fold change relative to WT+Pi. (E) 5-PP-IP5 has opposing roles in PHO pathway activation in C. neoformans (Cn) and S. cerevisiae (Sc). PHO pathway activation during phosphate deprivation is compared in WT Cn and Sc and their congenic 5-PP-IP5-deficient strains (arg1Δ/ipk2Δ and kcs1Δ). APase activity was measured as in panel D and normalized to the APase activity of the corresponding WT strains. (F and G) Asp1-derived 1-PP-IP5 and 1,5-PP2-IP4 are dispensable for PHO pathway activation and growth of C. neoformans during phosphate deprivation. A drop dilution test was performed as described previously (see panel B). In panel G, PHO pathway activation was assessed using the APase activity assay and normalized to WT at 0.5 h. All bar graphs represent the means ± the standard deviations of three biological replicates. Although 5-PP-IP5 plays a critical role in fungal virulence, it is unclear how it functions at the molecular level. In nonpathogenic fungi, plants and mammalian cells inositol pyrophosphates, which are highly negatively charged, form electrostatic interactions with the positively charged binding pocket of SPX domains found in components of the phosphate homeostasis machinery (12–20). The term SPX is derived from the proteins in which the domain was first discovered (Syg1, Pho81, and Xpr1). SPX domains are small (135 to 380 residues long). They are either located at the N termini of proteins or occur as independent, single-domain proteins. The interaction of inositol polyphosphates with SPX domains has been shown to modulate phosphate sensing, transport and storage (16, 21). In fungi, phosphate homeostasis is regulated by the PHO pathway. The mechanism of PHO pathway regulation in the model yeast, Saccharomyces cerevisiae, and in C. neoformans is mostly conserved, except for the absence of a transcriptional coregulator in C. neoformans, which coincides with an expanded number of gene targets (22, 23). In both organisms, phosphate deprivation is sensed by a core regulatory CDK complex comprised of the kinase Pho85, the cyclin Pho80, and the CDK inhibitor (CKI) Pho81, which initiates a transcriptional response aimed at restoring cellular phosphate levels (3, 5, 24, 25). When phosphate is abundant, Pho85 is active and phosphorylates the transcription factor Pho4, thus facilitating its export from the nucleus. When phosphate is scarce, Pho81 inhibits Pho85, preventing Pho4 phosphorylation and its export from the nucleus. This leads to the induction of genes involved in the acquisition of phosphate and potentially other nutrients in the case of C. neoformans (22, 26, 27). Blocking transcriptional activation of the PHO genes in C. neoformans and C. albicans by deleting the Pho4-encoding gene attenuated virulence in a mouse infection model (3, 28). In S. cerevisiae, activation of the PHO pathway requires the Vip1-derived IP7 isomer, 1-PP-IP5 (29). In this study, we investigate the role of Kcs1-derived 5-PP-IP5 in PHO pathway activation in the fungal pathogen C. neoformans and provide evidence of additional evolutionary divergence in PHO pathway regulation in fungi. We also show that the critical roles of 5-PP-IP5 and Pho81 in virulence are conveyed primarily via 5-PP-IP5 interaction with the SPX domain of Pho81 and provide novel mechanistic insight into how inositol pyrophosphates regulate PHO pathway activation.

RESULTS

Kcs1-derived 5-PP-IP5 is required for PHO pathway activation in C. neoformans.

The inositol polyphosphate biosynthetic pathway in C. neoformans is represented in Fig. 1A. 5-PP-IP5, derived from Kcs1, is the major IP7 isomer in fungi. Kcs1 activity is also necessary for the subsequent generation of 1,5-PP2-IP4 (IP8) by Asp1. To determine whether these inositol pyrophosphates play a role in phosphate homeostasis in C. neoformans, growth of the kcs1Δ and pho4Δ strains was compared in the absence of free phosphate. The results in Fig. 1B demonstrate that growth of both strains is similarly attenuated in either phosphate-free medium (MM-KCl) or in medium where all phosphate is covalently bound to glycerol (β-glycerol-phosphate). Next, we investigated whether delayed growth of the kcs1Δ mutant in the absence of phosphate correlates with an inability to upregulate genes involved in phosphate acquisition (PHO genes). PHO genes in C. neoformans encode three acid phosphatases, including secreted Aph1, which is a biochemical reporter for PHO pathway activation (5, 25); three high-affinity phosphate transporters (Pho84, Pho840, and Pho89) (24); Vtc4 (a component of the Vacuolar Transport Chaperone complex involved in synthesizing inorganic polyphosphate as a phosphate store) (12, 24); two proteins involved in lipid remodeling and phosphate conservation (betaine lipid synthase [Bta1] and glycerophosphodiesterase [Gde2]) (30, 31); and the CDKI, Pho81. Expression of these genes is upregulated in the wild type (WT) following phosphate starvation and is controlled by the transcription factor Pho4 (3, 4, 24, 25). Similar to the pho4Δ mutant (3), the PHO genes remained suppressed in the kcs1Δ mutant relative to the WT (Fig. 1C), indicating that 5-PP-IP5 (the product of Kcs1) and/or its derivative 1,5-PP2-IP4 (produced by Asp1) are essential for PHO pathway activation and that the precursors of 5-PP-IP5 (IP3, IP4, IP5, and IP6) play little or no role in the PHO pathway activation. In a previous study, we showed that the cryptococcal ipk1Δ mutant accumulates significant quantities of another inositol pyrophosphate, 5-PP-IP4. The ipk1Δ mutant is deficient in the native Kcs1 substrate IP6. Consequently, Kcs1 phosphorylates IP5 at the 5 position to form 5-PP-IP4. Using the ipk1Δ mutant, we investigated whether 5-PP-IP4, which has a similar structure to 5-PP-IP5, can also promote PHO pathway activation. Production of extracellular acid phosphatase was used as a reporter to quantify PHO pathway activation in phosphate-starved WT and mutant cells. The results in Fig. 1D demonstrate that, despite its structural similarity to 5-PP-IP5 and high abundance in the ipk1Δ mutant strain, 5-PP-IP4 cannot substitute for the native Kcs1 products in activating the PHO pathway, even though it alleviated some of the kcs1Δ-specific phenotypic defects (7). In contrast to what we observed in C. neoformans (Fig. 1C and D), previous reports in S. cerevisiae suggest that PHO gene expression is constitutively active in the kcs1Δ mutant (32). To investigate this further, we assessed PHO pathway activation in WT C. neoformans and S. cerevisiae and their congenic 5-PP-IP5-deficient mutant strains (Cnarg1Δ/Scarg82Δ and kcs1Δ) in parallel. The results in Fig. 1E confirm that the absence of Kcs1-derived inositol pyrophosphates does elicit opposite effects on PHO pathway activation in the two yeast species. Hyperactivation of the PHO pathway in the Sckcs1Δ mutant is consistent with that observed by Auesukaree et al. (32).

Asp1/Vip1-derived inositol pyrophosphates are dispensable for PHO pathway activation in C. neoformans and S. cerevisiae.

Asp1 (C. neoformans) and its ortholog Vip1 (S. cerevisiae) phosphorylate 5-PP-IP5 to produce 1,5-PP2-IP4 (4). Vip1 also phosphorylates IP6 to produce an alternate isomer of IP7, 1-PP-IP5. Although we have never detected 1-PP-IP5 in WT C. neoformans or in the kcs1Δ mutant (4), we considered the possibility that Asp1 produces small quantities of 1-PP-IP5 in C. neoformans. To investigate the involvement of 1-PP-IP5 and 1,5-PP2-IP4 in PHO pathway activation in C. neoformans, we employed the ASP1 deletion mutant (asp1Δ). First, we assessed growth of asp1Δ on minimal medium (MM) without phosphate and in the presence of β-glycerol-phosphate as the only source of phosphate. Under both conditions, the growth of asp1Δ and WT strains was similar (Fig. 1F). This contrasted with the compromised growth observed for the kcs1Δ mutant. Next, we quantified PHO pathway activation in WT, kcs1Δ, and asp1Δ strains using the acid phosphatase reporter assay. Cultures were shifted from phosphate-replete to phosphate-deficient medium and production of secreted acid phosphatase was measured for up to 24 h. Similar to the results shown in Fig. 1C to E, acid phosphatase activity was almost abolished in the kcs1Δ mutant over the experimental time course (Fig. 1G). In contrast, acid phosphatase activity in WT and asp1Δ strains had increased ∼100-fold by 5.5 h of phosphate deprivation and plateaued out to 24 h. Thus, Kcs1-derived 5-PP-IP5, but neither 1-PP-IP5 nor 1,5-PP2-IP4, promotes PHO pathway activation in C. neoformans. Vip1-derived IP7 was implicated in PHO pathway activation in S. cerevisiae (29). However, we found phosphate deprivation-induced PHO pathway activation to be comparable in the S. cerevisiae WT and vip1Δ mutant (see Fig. S1 in the supplemental material). Overall, the results in Fig. 1 show that, in contrast to S. cerevisiae, Kcs1-derived 5-PP-IP5 is the main IPK pathway product involved in PHO pathway activation in C. neoformans and suggest that the PHO pathway has become rewired in C. neoformans. Loss of Vip1-derived inositol pyrophosphates in S. cerevisiae does not affect PHO pathway activation. The Scarg82Δ/arg1Δ and Sckcs1Δ strains are included for comparison. PHO pathway activation in response to phosphate deprivation was assessed using the acid phosphatase reporter assay. Activity data for mutant strains were normalized to WT. Bars represent the means ± standard deviations (n = 3 biological replicates). Download FIG S1, PDF file, 0.02 MB.

5-PP-IP5 acts upstream of CDK Pho85 to promote PHO pathway activation.

During phosphate deprivation, the CKI Pho81 blocks Pho85 kinase activity and hence phosphorylation of the transcription factor Pho4. Pho4 is subsequently retained in the nucleus to induce expression of PHO genes. In humans, yeast, and plants, inositol pyrophosphates interact with the SPX domain of proteins, including the SPX domain of Pho81 in S. cerevisiae (12–14, 16–18, 20, 33, 34). Like ScPho81, Pho81 in C. neoformans also has an SPX domain. We therefore hypothesized that 5-PP-IP5 interacts with cryptococcal Pho81 to modulate PHO pathway activation. As a first step to testing this hypothesis, we used the CDK inhibitor Purvalanol A to bypass Pho81 inhibition (3, 35) and assess whether the PHO pathway can be reactivated in the absence of 5-PP-IP5. The results show that even when phosphate is present, Purvalanol A derepresses the PHO pathway in the WT and 5-PP-IP5-deficient mutants, including the kcs1Δ mutant, but not in the pho4Δ control strain, in which PHO pathway activation is blocked downstream of Pho85 (see Fig. S2A and B). Furthermore, we observed a progressive derepression of the PHO pathway up to 50 μM Purvalanol A in WT and kcs1Δ strains irrespective of phosphate status with the effect plateauing at 50 μM (see Fig. S2C). These data suggest that 5-PP-IP5 functions upstream of Pho85 to inhibit Pho85 kinase activity and promote PHO pathway activation. 5-PP-IP5 functions upstream of CDK Pho85 to promote PHO pathway activation. (A) The PHO pathway is repressed in WT and the asp1Δ mutant when phosphate is available, and in the ipk1Δ and kcs1Δ mutants regardless of phosphate availability. (B) PHO pathway repression in the presence of phosphate is relieved (derepressed) in all strains except for the pho4Δ control, by inhibiting Pho85 with the CDK inhibitor Purvalanol A (50 μM). For panels A and B, the results represent the means ± standard deviation (n = 3 biological replicates). (C) Irrespective of Pi status, a progressive derepression of the PHO pathway is observed in WT and kcs1Δ up to 50 μM Purvalanol A with the effect plateauing at 50 μM (n = 1 biological replicate). PHO pathway activation was measured using the acid phosphatase reporter assay. Download FIG S2, PDF file, 0.04 MB.

Key IP7-binding residues in SPX domains are conserved in Pho81 homologs from numerous virulent fungi.

Pho81 homologs from numerous fungal species, including C. neoformans and others known to infect humans, contain an N-terminal SPX domain with a lysine surface cluster putatively involved in binding inositol pyrophosphates (Fig. 2A). The SPX domain is followed by an ankyrin repeat domain and a glycerophosphodiester phosphodiesterase domain. The GDE domain in cryptococcal (Cn) Pho81 does not contain critical catalytic residues involved in phospholipid hydrolysis and hence is most likely enzymatically inactive. Alignment of the CnPho81 SPX domain with SPX domains from other fungal proteins, including ScVtc2 for which a role for the basic surface cluster in inositol polyphosphate binding has been validated by site-directed mutagenesis (16), demonstrated the conservation of key lysine residues in CnPho81 (Fig. 2B). We adopted the strategy used by Wild et al. (16) to alter K221,224,228 in the cryptococcal Pho81 SPX domain to alanine, creating the Pho81SPXAAA strain to assess the contribution of 5-PP-IP5-Pho81 interaction to Pho81 function. The Pho81SPX control strain was taken through the same procedure as Pho81SPXAAA and is therefore genetically identical except for the AAA mutation. As a control, we also deleted the entire PHO81 gene (pho81Δ) (Table 1 ; see also Table S1, Fig. S3, and Fig. S4).
FIG 2

Key IP7-binding residues in SPX domains are conserved in Pho81 homologs from numerous virulent fungi. (A) Fungal Pho81 homologues (cryptococcal Pho81 shown as a representative) contain an SPX domain with a lysine surface cluster, an ankyrin repeat domain, and a glycerophosphodiester phosphodiesterase (GDE) domain. (B) Alignment of the SPX domain lysine surface cluster region of CnPho81 and other fungal proteins. A role for the lysine surface cluster in inositol polyphosphate binding has been validated in ScVtc2 (*). Proteins used in the alignment: Cryptococcus neoformans var. grubii H99 CnPho81 (XP_012049680), CnSyg1 (XP_012051471), CnPho91 (XP_012049822) phosphate transporter, and CnVtc4 (XP_012049426) vacuolar transporter chaperone 4; Saccharomyces cerevisiae ScPho81 (SGDID:S000003465), ScVtc4 (SGDID:S000003549), ScVtc2 (SGDID:S000001890), and ScVtc3 (SGDID:S000005940); Histoplasma capsulatum HcPho81 (EEH08674); Pneumocystis jirovecii PjPho81 (XP_018228495); Candida albicans CaPho81 (XP_718633); Stachybotrys chartarum SchPho81 (KFA80477); Aspergillus flavus AflPho81 (RAQ58413); and Coccidioides immitis CiPho81 (XP_001244784).

TABLE 1

Strains used in this study

StrainGenotypeSource or referenceGene identification
C. neoformans
    pho81Δpho81Δ::HYGThis studyCNAG_02541
    Δpho81+PHO81pho81Δ::HYG PHO81-NEOThis studyCNAG_02541
    spxΔspxΔ::HYGThis studyPart of CNAG_02541
    Pho81SPXspxΔ::HYG NEO-GDE2p-SPXThis studyCNAG_02541
    Pho81SPXAAAspxΔ::HYG NEO-GDE2p-SPXAAAThis studyCNAG_02541
    GFP-Pho81spxΔ::HYG NEO-GDE2p-SPX PHO81-GFP-NATThis studyCNAG_02541
    GFP-Pho81SPXAAAspxΔ::HYG NEO-GDE2p-SPXAAA PHO81-GFP-NATThis studyCNAG_02541
    GFP-Pho81PHO81-GFP-NATThis studyCNAG_02541
    GFP-Pho81 kcs1Δkcs1Δ::NEO PHO81-GFP-NATThis studyCNAG_02541/CNAG_02897
    pcl6/7Δa pcl6/7Δ::NATMKLa CNAG_05524
    arg1Δarg1Δ::NEO8CNAG_06500
    kcs1Δkcs1Δ::NEO4CNAG_02897
    kcs1Δ+KCS1kcs1Δ::NEO KCS1-NAT4CNAG_02897
    ipk1Δipk1Δ::NEO7CNAG_01294
    ipk1Δ+IPK1ipk1Δ::NEO IPK1-HYG7CNAG_01294
    asp1Δasp1Δ::NEO4CNAG_02161
    pho4Δpho4Δ::NAT55CNAG_06751
    pho4Δ::PHO4pho4Δ::NAT PHO4+NEO3CNAG_06751
S. cerevisiae
    Wild typeMATa his31 leu20 met150 ura30 (S288C)ATCCBY4741
    arg82Δarg82ΔATCCYDR173C
    kcs1ΔMATa/MATα his3Δ1/his3Δ1 leu2Δ0/leu2Δ0 lys2Δ0/met15Δ0/ura3Δ0/ura3Δ0 kcs1ΔATCCYDR017C
    vip1ΔMATa/MATα his3Δ1/his3Δ1 leu2Δ0/leu2Δ0 lys2Δ0/+ met15Δ0/+ ura3Δ0/ura3Δ0 ylr410w::KanMX4ATCCYLR410W

MKL, Madhani knockout library (http://www.fgsc.net/crypto/crypto.htm) (2015).

Key IP7-binding residues in SPX domains are conserved in Pho81 homologs from numerous virulent fungi. (A) Fungal Pho81 homologues (cryptococcal Pho81 shown as a representative) contain an SPX domain with a lysine surface cluster, an ankyrin repeat domain, and a glycerophosphodiester phosphodiesterase (GDE) domain. (B) Alignment of the SPX domain lysine surface cluster region of CnPho81 and other fungal proteins. A role for the lysine surface cluster in inositol polyphosphate binding has been validated in ScVtc2 (*). Proteins used in the alignment: Cryptococcus neoformans var. grubii H99 CnPho81 (XP_012049680), CnSyg1 (XP_012051471), CnPho91 (XP_012049822) phosphate transporter, and CnVtc4 (XP_012049426) vacuolar transporter chaperone 4; Saccharomyces cerevisiae ScPho81 (SGDID:S000003465), ScVtc4 (SGDID:S000003549), ScVtc2 (SGDID:S000001890), and ScVtc3 (SGDID:S000005940); Histoplasma capsulatum HcPho81 (EEH08674); Pneumocystis jirovecii PjPho81 (XP_018228495); Candida albicans CaPho81 (XP_718633); Stachybotrys chartarum SchPho81 (KFA80477); Aspergillus flavus AflPho81 (RAQ58413); and Coccidioides immitis CiPho81 (XP_001244784). Strains used in this study MKL, Madhani knockout library (http://www.fgsc.net/crypto/crypto.htm) (2015). Stepwise construction (A) and verification (B) of the PHO81SPX and PHO81SPXAAA strains and their GFP-tagged counterparts. A detailed description of the process is provided in the supplemental methods above. Primers are listed in Table S1. Download FIG S3, PDF file, 0.3 MB. Primers used for all constructs and qPCR. Download Table S1, PDF file, 0.1 MB. (A) Deletion of the PHO81 gene using homologous recombination. The Hygr cassette was used to replace the PHO81 gene by homologous recombination. (B) Verification of PHO81 gene deletion and PHO81 reconstitution by PCR. Genomic DNA was prepared from strain H99 (WT/control), Δpho81:HYGB (Δ) and Δpho81+PHO81 (Rec) and specific regions were PCR amplified using internal primer pair (SPX-Seq2/PHO81_3′flank-a), external 5′ primer pair (PHO81_ots s/ActP-a) and external 3′ primer pair (Gal7t-s/PHO81_ots-a). Deletion of the PHO81 gene (in the Δ lane) was confirmed by the absence of the internal region of the PHO81 locus and the presence of a single band in each PCR amplification across the 5′ (1,067 bp) and 3′ (1,661 bp) recombination junctions. The 5′ (1,067 bp) and 3′ (1,661 bp) amplicons were also present in the Rec strain indicating that insertion of the PHO81 gene was ectopic. Download FIG S4, PDF file, 0.1 MB.

5-PP-IP5 binding to the Pho81 SPX domain promotes PHO pathway activation.

To investigate the role of 5-PP-IP5-Pho81 interaction in phosphate homeostasis, growth of the Pho81SPXAAA strain was compared to that of the WT and Pho81SPX control strains in the presence and absence of phosphate (Fig. 3A and B). The pho81Δ strain, its reconstituted strain pho81Δ+PHO81, and the pho4Δ and kcs1Δ strains were included as controls. All strains had a similar growth rate in the presence of phosphate (Fig. 3A). In contrast, the growth rate of the Pho81SPXAAA and pho81Δ mutant strains was reduced relative to that of the WT and Pho81SPX control strains in phosphate-deficient medium (Fig. 3B). As expected, growth of kcs1Δ and pho4Δ was also reduced in phosphate-deficient medium (Fig. 3B). Next, the role of 5-PP-IP5-Pho81 interaction in PHO pathway activation was assessed using an acid phosphatase reporter assay (Fig. 3C). Similar to the growth assays, the PHO pathway activation was abrogated during phosphate deprivation in the Pho81SPXAAA, pho81Δ, kcs1Δ, and pho4Δ mutant strains relative to that of the WT and Pho81SPX control strains. 5-PP-IP5 levels have been reported to decline in S. cerevisiae in response to phosphate deprivation (16, 36). We now demonstrate that the same occurs in C. neoformans with a decline of approximately ∼50% observed (Fig. 3D. Despite this decline, 5-PP-IP5 levels are sufficient to promote PHO pathway activation in WT and Pho81SPX control strains.
FIG 3

The lysine surface cluster in the Pho81 SPX domain is required for PHO pathway activation. The Pho81SPXAAA and pho81Δ strains grow at a rate similar to that of WT, Pho81SPX, and pho81Δ+PHO81 strains in the presence (A), but not in the absence (B), of phosphate. In the absence of phosphate, the growth of the Pho81SPXAAA strain is reduced to a level similar to that observed for the pho81Δ, kcs1Δ, and pho4Δ mutant strains. The strains were cultured for 7, 24, and 31 h in MM-KCl, and growth at each time point was assessed by measuring the optical density (550 nm) of the culture using a spectrophotometer. (C) The strains were cultured in MM-KCl, and the PHO pathway activation was assessed at the indicated times using the APase activity assay. APase activity refers to the extent of p-nitrophenyl phosphate hydrolysis by extracellular APases quantified spectrophotometrically at 420 nm. In panels A, B, and C, the results represent the means ± the standard deviations of three biological replicates. (D) Comparison of the level of 3H-inositol-labeled 5-PP-IP5 (IP7) in the WT strain by anion-exchange HPLC following growth in Pi+ or Pi– medium. The metabolic profile of the kcs1Δ strain following growth in YPD medium is provided to indicate the position of IP7.

The lysine surface cluster in the Pho81 SPX domain is required for PHO pathway activation. The Pho81SPXAAA and pho81Δ strains grow at a rate similar to that of WT, Pho81SPX, and pho81Δ+PHO81 strains in the presence (A), but not in the absence (B), of phosphate. In the absence of phosphate, the growth of the Pho81SPXAAA strain is reduced to a level similar to that observed for the pho81Δ, kcs1Δ, and pho4Δ mutant strains. The strains were cultured for 7, 24, and 31 h in MM-KCl, and growth at each time point was assessed by measuring the optical density (550 nm) of the culture using a spectrophotometer. (C) The strains were cultured in MM-KCl, and the PHO pathway activation was assessed at the indicated times using the APase activity assay. APase activity refers to the extent of p-nitrophenyl phosphate hydrolysis by extracellular APases quantified spectrophotometrically at 420 nm. In panels A, B, and C, the results represent the means ± the standard deviations of three biological replicates. (D) Comparison of the level of 3H-inositol-labeled 5-PP-IP5 (IP7) in the WT strain by anion-exchange HPLC following growth in Pi+ or Pi– medium. The metabolic profile of the kcs1Δ strain following growth in YPD medium is provided to indicate the position of IP7. We also confirmed that Pho81 associates with 5-PP-IP5 via K221,224,228 in the SPX domain by performing affinity capture experiments using a 5-PP-IP5-conjugated resin. To enable Pho81 detection by Western blotting, we added a green fluorescent protein (GFP) tag at the C terminus of WT and mutant Pho81 (see Fig. S3) and confirmed that tag addition did not affect functionality (see Fig. S5). The Pho81-GFP expressing strains were cultured in phosphate (Pi)-deficient and Pi-replete medium. Cell lysates were incubated with chemically synthesized affinity capture resins, presenting either a stable nonhydrolyzable version of 5-PP-IP5 (5-PCP-IP5) (37) or Pi (as a control), to pull down Pho81SPX-GFP and Pho81SPXAAA-GFP. The extent of binding of native and mutant Pho81 proteins (molecular mass, 170.2 kDa) to each resin was compared by anti-GFP Western blotting (Fig. 4). Levels of Pho81SPX and Pho81SPXAAA were more comparable in Pi-grown versus Pi-starved cells. Given that the protein concentration was similar in all lysates, increased Pho81SPX relative to Pho81SPXAAA in Pi-starved cells is attributable to PHO81 being a phosphate-responsive gene and the PHO pathway being functional only in the Pho81SPX strain (Fig. 1B). Hence, Pho81-mediated inhibition of Pho85 drives its own induction during Pi starvation. The affinity capture results demonstrate that under both growth conditions, native Pho81 binds to the 5-PCP-IP5, but not to the Pi, resin. In contrast, the mutated variant does not bind to either resin but appears in the flowthrough. Thus, native Pho81SPX protein, but not its Pho81SPXAAA variant, binds 5-PP-IP5.
FIG 4

5-PP-IP5 interacts with the Pho81 SPX domain via the lysine surface cluster. The GFP-labeled strains were cultured for 5 h in phosphate-depleted medium (LP-YPD) to induce PHO pathway activation or in phosphate-replete (YPD) medium as indicated. Cell pellets were lysed, and the total protein was adjusted to 8 mg/ml to correct for growth differences. Lysates were incubated with 5-PCP-IP5-conjugated (IP7) and phosphate (Pi)-conjugated (control) resin. Bound Pho81 from each strain was then compared by SDS-PAGE and anti-GFP Western blotting. Then, 10-μl portions of protein-adjusted lysates prepared from Pho81SPX-GFP (KKK) and Pho81SPXAAA-GFP (AAA), respectively, were run as controls. Adjacent lanes (from left to right) contain what was eluted from each resin by the LDS loading buffer and what was present in the flowthrough.

5-PP-IP5 interacts with the Pho81 SPX domain via the lysine surface cluster. The GFP-labeled strains were cultured for 5 h in phosphate-depleted medium (LP-YPD) to induce PHO pathway activation or in phosphate-replete (YPD) medium as indicated. Cell pellets were lysed, and the total protein was adjusted to 8 mg/ml to correct for growth differences. Lysates were incubated with 5-PCP-IP5-conjugated (IP7) and phosphate (Pi)-conjugated (control) resin. Bound Pho81 from each strain was then compared by SDS-PAGE and anti-GFP Western blotting. Then, 10-μl portions of protein-adjusted lysates prepared from Pho81SPX-GFP (KKK) and Pho81SPXAAA-GFP (AAA), respectively, were run as controls. Adjacent lanes (from left to right) contain what was eluted from each resin by the LDS loading buffer and what was present in the flowthrough. Functional verification of the Pho81SPX-GFP-fusion protein. PHO pathway activation (induction of the APH1 gene) was assessed by qPCR following growth of the Pho81SPX-GFP (WT) and Pho81SPXAAA-GFP strains in the presence and absence of Pi. Gene expression was quantified using the ΔΔCT method using ACT1 as the house-keeping gene. Similar to the Pho81SPXAAA mutant strain (Fig. 3C), the Pho81SPXAAA-GFP mutant strain remains defective in PHO pathway activation. Download FIG S5, PDF file, 0.01 MB. In S. cerevisiae, Pho81 forms a stable complex with Pho85-Pho80 independently of phosphate status, but only inhibits the CDK during phosphate deprivation (38). Interaction of Pho81 with Pho85-Pho80 is primarily via Pho80 (38, 39). To determine whether the association of CDK components in C. neoformans is phosphate dependent, the WT strains expressing either Pho81-GFP (see Fig. S3) or Pho85-mCherry were cultured in Pi-depleted and Pi-replete media. GFP trap and an anti-mCherry antibody were used to immunoprecipitate Pho81 and Pho85, respectively, and any associated proteins from cell lysates. CDK components were separated by SDS-PAGE and identified by one-dimensional liquid chromatography-mass spectrometry (1D-LC-MS). In both sets of immunoprecipitations, Pho81, Pho85, Pho80 and a second cyclin, glycogen storage control protein (CNAG_05524), were consistently detected in the CDK complex regardless of phosphate availability (Table 2). A BLAST search against the S. cerevisiae genome database using the glycogen storage control protein sequence as a query revealed that this cyclin is most similar to cyclins Pcl6 and Pcl7 which, among other cyclins, are most closely related to Pho80 (see Fig. S6A). Thus, we renamed this cyclin CnPcl6/7.
TABLE 2

CDK components consistently detected in the Pho81SPX-GFP and Pho85-mCherry immunoprecipitations regardless of phosphate status

Accession no.GFP-labeled Pho81
mCherry-labeled Pho85
Pi depleted
Pi replete
Pi depleted
Pi replete
PEP% CovPSMsPEP% CovPSMsPEP% CovPSMsPEP% CovPSMs
CNAG_01922 (Pho80)74.5243.424655.1633.335587.0338.164699.9343.4250
CNAG_02541 (Pho81)379.7840.67540331.4134.50520609.6653.08347487.3437.09278
CNAG_08022 (Pho85)138.8347.32137104.1235.20143188.6351.52147176.3937.76152
CNAG_05524 (Pcl6)152.2862.3911283.8137.9729181.4265.10113210.5955.7099

Anti-GFP-Pho81 or anti-mCherry-Pho81 immunoprecipitations were separated by SDS-PAGE and the associated CDK components were identified by 1D-LC-MS. All CDK components (Pho81, Pho85, and Pho80) and an additional cyclin (Pcl6) were detected consistently in both sets of immunoprecipitations prepared from cells grown in phosphate-replete and phosphate-depleted medium. Control immunoprecipitations were also performed on the WT (no GFP or mCherry) and the absence of all CDK components was confirmed. The PEP score (PEP) is based on the probability of identification: scores above 3 are equivalent to a q-value of <0.002. “% Cov” is the percent coverage of the open reading frame the observed peptides match, while the number of peptide spectral matches (PSMs) is proportional to the protein abundance. All PSMs were filtered to ensure a <1% false discovery rate.

CDK components consistently detected in the Pho81SPX-GFP and Pho85-mCherry immunoprecipitations regardless of phosphate status Anti-GFP-Pho81 or anti-mCherry-Pho81 immunoprecipitations were separated by SDS-PAGE and the associated CDK components were identified by 1D-LC-MS. All CDK components (Pho81, Pho85, and Pho80) and an additional cyclin (Pcl6) were detected consistently in both sets of immunoprecipitations prepared from cells grown in phosphate-replete and phosphate-depleted medium. Control immunoprecipitations were also performed on the WT (no GFP or mCherry) and the absence of all CDK components was confirmed. The PEP score (PEP) is based on the probability of identification: scores above 3 are equivalent to a q-value of <0.002. “% Cov” is the percent coverage of the open reading frame the observed peptides match, while the number of peptide spectral matches (PSMs) is proportional to the protein abundance. All PSMs were filtered to ensure a <1% false discovery rate. (A) Clustering analysis summarizing cyclin similarity in S. cerevisiae and C. neoformans. Seven cyclins were identified in C. neoformans using a BLAST search. Alignment of the cyclin sequences from C. neoformans and S. cerevisiae using ClustalW (https://npsa-prabi.ibcp.fr/cgi-bin/npsa_automat.pl?page=/NPSA/npsa_clustalw.html), and clustering analysis showed that cryptococcal glycogen storage control protein (renamed CnPcl6/7) clusters with ScPcl6/ScPcl7, is most similar to Pho80 and is 16%/18% identical and 25%/18% similar to ScPcl6/ScPcl7, respectively. (B) Genes encoding CDK components found to be associated by 1D-LC-MS are Pi responsive. Overnight YPD cultures of WT H99 were pelleted by centrifugation and cultured for 3 h in minimal medium with Pi (MM-KH2PO4) or without Pi (MM-KCl). An OD600 of 20 of each culture was pelleted by centrifugation and snap-frozen in liquid nitrogen. RNA was extracted for cDNA synthesis. The expression of PHO81, PHO85, PHO80, and PCL6/7 was quantified by qPCR using the housekeeping gene, ACT1, as a control. The expression is shown as the fold change (induction) compared to the repressing condition with Pi (MM-KH2PO4). The results of a one-way ANOVA Tukey-Kramer multiple-comparison test are shown, with PHO81 being the most prolific responder to low Pi. (C) Cyclin Pcl6/7 is not essential for PHO pathway activation in C. neoformans. YPD overnight cultures of the strains indicated were prepared and PHO pathway activation induced by resuspending the cell pellets in inducing (Pi-deficient) medium (MM-KCl) at an OD600 of 1. Noninduced controls were resuspended in Pi-containing medium (MM-KH2PO4). The cultures were incubated at 30°C for 3 h prior to performing the APase assay at 37°C for 10 min. APase-mediated hydrolysis of pNPP was quantified spectrophotometrically at 420 nm. Any growth differences among the strains were corrected by measuring the OD600 prior to performing the assay. The APase activity was calculated as OD420/OD600. The pho81Δ and pho81Δ+PHO81 strains are included as controls. The results represent the mean of three biological replicates ± the standard deviations. Download FIG S6, PDF file, 0.1 MB. Of all the genes encoding CDK complex components, PHO81 was the most phosphate responsive (∼14-fold induction) (Fig. 1C; see also Fig. S6B), followed by PHO80 and PLC6/7 (∼4- to ∼5-fold induction) (see Fig. S6B). A small increase in PHO85 gene expression (∼1.8-fold) was observed but was not statistically significant. Although PCL6/7 is phosphate-responsive, it is dispensable for PHO pathway activation as assessed using a pcl6/7Δ mutant (see Fig. S6B). Given its similarity to cyclin homologues involved in glycogen storage in S. cerevisiae, we investigated whether cryptococcal Plc6/7 also has a role in glycogen storage. The results in Fig. S8 demonstrate reduced glucose induction of the glycogen metabolic genes, GSY2/CNAG_04621 and GLC3/CNAG_00393, in the pcl6/7Δ, Pho81SPXAAA, and pho81Δ strains relative to the WT. The results suggest that, in addition to activating the PHO pathway by interacting with Pho80-Pho85, 5-PP-IP5-Pho81 modulates glycogen storage by interacting with Pcl6/7-Pho85. Induction of genes involved in glycogen storage is impaired in the pcl6/7Δ, PhoSPXAAA, and pho81Δ strains in response to low glucose. The strains were grown in high (2%)- and low (0.2%)-glucose YPD medium overnight at 30°C to suppress and induce, respectively, the induction of two genes involved in glycogen metabolism: glycogen synthase (GSY2/CNAG_04621) and glycogen branching enzyme (GLC3/CNAG_00393). An OD600 of 20 of each culture was pelleted by centrifugation and snap-frozen in liquid nitrogen. RNA was extracted for cDNA synthesis and quantification of gene expression by qPCR. The primers used for qPCR are listed in Table S1. The induction of both genes in low glucose was normalized to that of WT basal expression in high glucose (not shown) and expressed as a fold change. Results represent the means ± the standard deviations of three biological replicates. The statistical significance was calculated using an unpaired t test with Welch’s correction. Download FIG S7, PDF file, 0.02 MB. Basal PHO81 expression (in the presence of Pi) is unaffected by either mutation in the 5-PP-IP5-binding site (A) or 5-PP-IP5-deficiency in the kcs1Δ mutant background (B). (A) Overnight YPD cultures of each strain were pelleted by centrifugation. Pellets were washed twice with water and the cells were used to seed 10 ml of either YPD (Pi+) or MM-KCl (Pi–) to an OD600 of 1. Growth was allowed for 3 h. In panel B, strains were grown in YPD overnight. In both panels A and B, cells were pelleted by centrifugation and snap-frozen in liquid nitrogen. RNA was extracted for cDNA synthesis. PHO81 gene expression was quantified by qPCR using the ΔΔC method, and ACT1 was used as the house-keeping gene. In panel A, PHO81 expression is shown as a fold change compared to WT grown in YPD (Pi+). *, No significant difference (NS) relative to Pho81SPX Pi+ (P = 0.0899) and WT Pi+ (P = 0.9918), as determined by a one-way ANOVA and the Tukey-Kramer multiple-comparison test. In panel B, PHO81 expression in kcs1Δ is shown as a fold change relative to WT, and the difference is not significant (P = 0.1261), as determined by an unpaired t test with Welch’s correction. In both experiments, the results represent the mean of three biological replicates ± the standard deviations. Download FIG S8, PDF file, 0.1 MB.

PP-IP5-Pho81 interaction stabilizes the CDK complex of the PHO pathway.

To investigate whether 5-PP-IP5 interaction with Pho81 affects Pho81 association with the CDK complex, Pho81SPX-GFP and Pho81SPXAAA-GFP were immunoprecipitated from cells cultured in the presence and absence of Pi. Pho81-associated Pho85 was then quantified by Western blotting (Fig. 5A). Cdc2 in cell lysates was used as an indicator of sample protein concentration prior to immunoprecipitation. Under Pi-depleted conditions, Pho81SPX and Pho85 abundance increased to a similar extent (∼2-fold) compared to their levels in cultures supplied with Pi (Fig. 5A, compare lanes 1 and 3), consistent with increased CDK complex formation. Increased Pho85 and Pho81 abundance following Pi deprivation correlated with increased PHO85 and PHO81 gene expression (see Fig. S6B: ∼1.8-fold for PHO85 and ∼14-fold for PHO81). However, the increase in PHO81 expression far exceeded the increase in Pho81 protein in the immunoprecipitates, consistent with translation of only a proportion of PHO81 transcripts and/or rapid degradation of excess free Pho81.
FIG 5

5-PP-IP5-Pho81 interaction stabilizes the CDK complex of the PHO pathway. (A) GFP-trap was used to immunoprecipitate Pho81SPX-GFP (KKK, lanes 1 and 3) and Pho81SPXAAA-GFP (AAA, lanes 2 and 4) from lysates following cell growth in Pi+ and Pi– medium. Immunoprecipitates and total cell lysates (control) were resolved by SDS-PAGE. Immunoprecipitated Pho81-GFP was detected by anti-GFP Western blotting. Anti-CDK antibody, which detects the PSTAIR motif, was used to detect Pho85 in the immunoprecipitates and cell lysates, as well as Cdc2 in the cell lysate, as indicated. The blot is representative of three biological replicates where, on average, Pho85/Pho81SPXAAA association was 2.7-fold weaker than Pho85/Pho81SPX association in Pi+ cultures. (B) GFP-trap was used to immunoprecipitate Pho81SPX-GFP from WT and kcs1Δ lysates following cell growth in Pi+ medium. Immunoprecipitates and total cell lysates (control) were resolved by SDS-PAGE. Pho81-GFP, Pho85, and Cdc2 were detected by Western blotting as in panel A. (C) Pho81SPX-GFP is not detected by fluorescence microscopy (DeltaVision) in an IP7-deficient (kcs1Δ) background following cell growth in Pi+ medium (using the same conditions as in panel B). Autofluorescence of the cell walls is detected in all samples due to the prolonged exposure essential for observing Pho81-GFP.

5-PP-IP5-Pho81 interaction stabilizes the CDK complex of the PHO pathway. (A) GFP-trap was used to immunoprecipitate Pho81SPX-GFP (KKK, lanes 1 and 3) and Pho81SPXAAA-GFP (AAA, lanes 2 and 4) from lysates following cell growth in Pi+ and Pi– medium. Immunoprecipitates and total cell lysates (control) were resolved by SDS-PAGE. Immunoprecipitated Pho81-GFP was detected by anti-GFP Western blotting. Anti-CDK antibody, which detects the PSTAIR motif, was used to detect Pho85 in the immunoprecipitates and cell lysates, as well as Cdc2 in the cell lysate, as indicated. The blot is representative of three biological replicates where, on average, Pho85/Pho81SPXAAA association was 2.7-fold weaker than Pho85/Pho81SPX association in Pi+ cultures. (B) GFP-trap was used to immunoprecipitate Pho81SPX-GFP from WT and kcs1Δ lysates following cell growth in Pi+ medium. Immunoprecipitates and total cell lysates (control) were resolved by SDS-PAGE. Pho81-GFP, Pho85, and Cdc2 were detected by Western blotting as in panel A. (C) Pho81SPX-GFP is not detected by fluorescence microscopy (DeltaVision) in an IP7-deficient (kcs1Δ) background following cell growth in Pi+ medium (using the same conditions as in panel B). Autofluorescence of the cell walls is detected in all samples due to the prolonged exposure essential for observing Pho81-GFP. Quantification of Pho85 association with native and mutant Pho81 in the absence of PHO pathway activation (Pi + culture) demonstrated weaker Pho85 binding to mutant Pho81 (Fig. 5A, compare lanes 1 and 2), suggesting that 5-PP-IP5 is required for stabilizing the CDK complex. Interestingly, we observed that the abundance of Pho81SPXAAA declined during Pi deprivation/PHO pathway activation (Fig. 5A, compare lanes 2 and 4), rendering comparison of Pho85 association with WT and mutant Pho81 during Pi deprivation unfeasible. Using qPCR, we ruled out reduction of PHO81SPXAAA gene expression under inducing conditions as a possible explanation (see Fig. S8). Rather, the detection of cleaved GFP in the mutant sample (Fig. 5A, lane 4) was indicative of Pho81 degradation during Pi deprivation. The reduced stability of mutant Pho81 under these conditions coincides with lower levels of IP7 (Fig. 3D). To further investigate the impact of 5-PP-IP5 interaction with Pho81 on CDK association, we tagged Pho81SPX with GFP in the kcs1Δ mutant background and repeated the immunoprecipitations on Pi+ cultures. Pho81SPX protein was not detected in kcs1Δ lysates (total protein) and immunoprecipitations (GFP-Trap IP) (Fig. 5B) or in intact 5-PP-IP5-deficient cells by fluorescence microscopy (Fig. 5C). Once again, qPCR ruled out reduced PHO81 gene expression as a possible explanation (Fig. 1C; see also Fig. S8, using GFP strains and growth conditions identical to those in Fig. 5B). Hence the results are consistent with degradation of Pho81, but not Pho85, in a 5-PP-IP5-deficient environment. From the results in Fig. 4 and 5, we propose a model (Fig. 6) where Pho81 stability and association with Pho85-Pho80 and Pho85-Pcl6/7 depends on its ability to bind 5-PP-IP5 and where 5-PP-IP5-Pho81 interaction promotes PHO pathway activation and glycogen biosynthesis.
FIG 6

Model depicting the role of 5-PP-IP5 in CDK stability and PHO pathway activation in C. neoformans. The binding of 5-PP-IP5 to the SPX domain of Pho81 in C. neoformans promotes Pho81 association with Pho80-Pho85 (A) and Pcl6/7-Pho85 (B). 5-PP-IP5, which is negatively charged, forms electrostatic interactions with the lysine surface cluster in the SPX domain of native Pho81 and with unidentified basic residues in cyclins Pho80 and Pcl6/7 and therefore stabilizes each CDK complex irrespective of phosphate status. In panel A, 5-PP-IP5-bound Pho81 inhibits Pho85 during phosphate deprivation, preventing phosphorylation of Pho4 and triggering PHO pathway activation to promote pathogenicity. In contrast, 5-PP-IP5 binding-defective Pho81 cannot form a stable complex with Pho80-Pho85 and Pho85 remains active, phosphorylating Pho4 to prevent PHO pathway activation. In panel B, 5-PP-IP5-bound Pho81 may also regulate Pcl6-Pho85 to fine-tune glycogen metabolism. In both panels A and B, 5-PP-IP5 binding-defective Pho81 is unstable and becomes degraded.

Model depicting the role of 5-PP-IP5 in CDK stability and PHO pathway activation in C. neoformans. The binding of 5-PP-IP5 to the SPX domain of Pho81 in C. neoformans promotes Pho81 association with Pho80-Pho85 (A) and Pcl6/7-Pho85 (B). 5-PP-IP5, which is negatively charged, forms electrostatic interactions with the lysine surface cluster in the SPX domain of native Pho81 and with unidentified basic residues in cyclins Pho80 and Pcl6/7 and therefore stabilizes each CDK complex irrespective of phosphate status. In panel A, 5-PP-IP5-bound Pho81 inhibits Pho85 during phosphate deprivation, preventing phosphorylation of Pho4 and triggering PHO pathway activation to promote pathogenicity. In contrast, 5-PP-IP5 binding-defective Pho81 cannot form a stable complex with Pho80-Pho85 and Pho85 remains active, phosphorylating Pho4 to prevent PHO pathway activation. In panel B, 5-PP-IP5-bound Pho81 may also regulate Pcl6-Pho85 to fine-tune glycogen metabolism. In both panels A and B, 5-PP-IP5 binding-defective Pho81 is unstable and becomes degraded.

5-PP-IP5-Pho81 interaction is critical for fungal virulence and dissemination.

To determine the impact of 5-PP-IP5Pho81 interaction on cryptococcal virulence, we investigated whether the PHO pathway activation-defective Pho81SPXAAA and pho81Δ mutant strains retained key virulence traits characteristic of C. neoformans (e.g., ability to grow at 37°C and produce capsule and melanin). We found that all phenotypes were identical to that of the Pho81SPX, WT, and pho81Δ+PHO81 strains (results not shown). Despite the availability of significant levels of free phosphate in most environments within the mammalian host, the alkaline pH of host blood and tissues mimics phosphate starvation, leading to activation of the fungal PHO pathway (3, 40, 41). Consistent with this, the PHO pathway activation-defective cryptococcal strain, pho4Δ, exhibits reduced growth at alkaline (including host) pH, even when phosphate is available (3). We therefore compared growth of the PHO pathway activation defective Pho81SPXAAA strain and the Pho81SPX control strain at acidic and basic pH and included the WT, pho4Δ, kcs1Δ, pho81Δ, and pho81Δ+PHO81 strains as additional controls (Fig. 7). At pH 5.4 and pH 6.8, none of the pairwise growth differences relative to the parent strain were statistically significant except for the WT versus the kcs1Δ strain. The reduced growth of kcs1Δ is expected since this mutant grows slower than the WT under nonstress conditions (YPD medium) due to Kcs1 having a pleiotropic role in cellular function (4). In contrast, at pH 7.4 and pH 8 (Pi+), growth of the pho4Δ, pho81Δ, kcs1Δ, and Pho81SPXAAA strains was reduced relative to the WT, Pho81SPX, and pho81Δ+PHO81 strains (Fig. 7) consistent with the alkaline pH environment mimicking phosphate deprivation (3, 40).
FIG 7

5-PP-IP5-Pho81 interaction is required for fungal growth at alkaline pH. The strains indicated were cultured in minimal media containing 1 mM KH2PO4 with the pH adjusted to 6.8, 7.4, or 8.0 with HEPES buffer and to pH 5.4 with MES buffer. Growth was assessed after 24 h with shaking by quantitative culture (CFU). Results represent the means ± the standard deviations of three biological replicates. Statistical analysis was performed using one-way ANOVA. With the exception of kcs1Δ*, none of the Dunnett’s post hoc test comparisons at pH 5.4 and 6.8 were statistically significant relative to their control strain (P ≥ 0.05). However, at pH 7.4 and pH 8, growth of the pho4Δ, pho81Δ, kcs1Δ, and Pho81SPXAAA strains was reduced relative to the WT, Pho81SPX, and pho81Δ+PHO81 strains (*, P < 0.05), consistent with the alkaline pH environment mimicking phosphate deprivation.

5-PP-IP5-Pho81 interaction is required for fungal growth at alkaline pH. The strains indicated were cultured in minimal media containing 1 mM KH2PO4 with the pH adjusted to 6.8, 7.4, or 8.0 with HEPES buffer and to pH 5.4 with MES buffer. Growth was assessed after 24 h with shaking by quantitative culture (CFU). Results represent the means ± the standard deviations of three biological replicates. Statistical analysis was performed using one-way ANOVA. With the exception of kcs1Δ*, none of the Dunnett’s post hoc test comparisons at pH 5.4 and 6.8 were statistically significant relative to their control strain (P ≥ 0.05). However, at pH 7.4 and pH 8, growth of the pho4Δ, pho81Δ, kcs1Δ, and Pho81SPXAAA strains was reduced relative to the WT, Pho81SPX, and pho81Δ+PHO81 strains (*, P < 0.05), consistent with the alkaline pH environment mimicking phosphate deprivation. Next, we assessed what effect blocking 5-PP-IP5-Pho81 interaction had on fungal virulence in a mouse inhalation model, which mimics the natural route of infection in humans. All mice infected with the Pho81SPX control strain succumbed to infection with the median survival time being 23 days (Fig. 8A). In contrast, no mice infected with the Pho81SPXAAA mutant became ill, and by 60 days postinfection their average weight had increased by 20 ± 5.5% relative to their average preinfection weight. Organ burdens determined in Pho81SPX-infected mice at time-of-death and in Pho81SPXAAA-infected mice at 60 days postinfection show almost no infection in the lungs and brain of Pho81SPXAAA-infected mice by 60 days postinfection (Fig. 8B and C). This is consistent with the inability of this strain to establish a lung infection and disseminate to the brain.
FIG 8

5-PP-IP5-Pho81 interaction is critical for fungal virulence and dissemination in a mouse infection model. Mice were infected intranasally with 2 × 105 Pho81SPX or Pho81SPXAAA cells (A) or WT, pho81Δ, or pho81Δ+PHO81 cells (D), and their health was monitored for up to 60 days. Infection burdens in the lung (B and E) and brain (C and F) were determined at time of death (Pho81SPX-, WT-, and pho81Δ+PHO81-infected mice) and at 60 days postinfection (Pho81SPXAAA and pho81Δ-infected mice). Lungs and brains were homogenized, serially diluted, and plated onto agar plates. Plates were incubated at 30°C for 2 days. Colony counts were adjusted to reflect CFU per gram of tissue. The difference in survival (log-rank test) and organ burden (Mann-Whitney U test/two-paired t test) between Pho81SPX- or Pho81SPXAAA-infected groups is statistically significant (i.e., P ≤ 0.0021 in all cases). No difference in survival and organ burden was observed between the WT and pho81Δ+PHO81 infection groups. However, the reductions in survival and organ burden observed for the pho81Δ-infected mice, relative to the two control strains, was statistically significant (i.e., P ≤ 0.003 in all cases).

5-PP-IP5-Pho81 interaction is critical for fungal virulence and dissemination in a mouse infection model. Mice were infected intranasally with 2 × 105 Pho81SPX or Pho81SPXAAA cells (A) or WT, pho81Δ, or pho81Δ+PHO81 cells (D), and their health was monitored for up to 60 days. Infection burdens in the lung (B and E) and brain (C and F) were determined at time of death (Pho81SPX-, WT-, and pho81Δ+PHO81-infected mice) and at 60 days postinfection (Pho81SPXAAA and pho81Δ-infected mice). Lungs and brains were homogenized, serially diluted, and plated onto agar plates. Plates were incubated at 30°C for 2 days. Colony counts were adjusted to reflect CFU per gram of tissue. The difference in survival (log-rank test) and organ burden (Mann-Whitney U test/two-paired t test) between Pho81SPX- or Pho81SPXAAA-infected groups is statistically significant (i.e., P ≤ 0.0021 in all cases). No difference in survival and organ burden was observed between the WT and pho81Δ+PHO81 infection groups. However, the reductions in survival and organ burden observed for the pho81Δ-infected mice, relative to the two control strains, was statistically significant (i.e., P ≤ 0.003 in all cases). We also investigated the effect of deleting the PHO81 gene on fungal virulence and included the pho81Δ+PHO81 strain as a control (Fig. 8). For the survival analysis, the pho81Δ mutant strain behaved similarly to the Pho81SPXAAA strain, with no pho81Δ-infected mice succumbing to infection over the 60-day time course (Fig. 8D). Furthermore, the pho81Δ-infected mice had gained a similar amount of weight by 60 days postinfection as the Pho81SPXAAA-infected mice. As expected, pho81Δ+PHO81-infected mice had a similar median survival time to that of WT-infected mice. Organ burdens were also determined in WT- and pho81Δ+PHO81-infected mice at time-of-death and in pho81Δ-infected mice at 60 days postinfection. Similar to what was observed for the 5-PP-IP5-binding defective strain, the lung and brain burdens were reduced substantially in pho81Δ-infected mice relative to both WT- and pho81Δ+PHO81-infected mice (Fig. 8E and F), consistent with the inability of this strain to establish a lung infection and disseminate to the brain.

DISCUSSION

Our work has shown that the inositol polyphosphate biosynthesis pathway in C. neoformans intersects with the PHO pathway signaling machinery via Kcs1-derived 5-PP-IP5 rather than via Asp1/Vip1-derived 1-PP-IP5, providing evidence of evolutionary rewiring with respect to inositol pyrophosphate regulation of the PHO pathway. We also show that 5-PP-IP5 exerts much of its effect on virulence by promoting PHO pathway activation via its interaction with the SPX domain of Pho81. Using crystallographic, biochemical, and genetic analysis, Wild et al. demonstrated that recombinant SPX domains from yeast, filamentous fungal, plant, and human proteins bind 5-PP-IP5, IP6, and IP8 with high affinity but not IP3/IP4/IP5 or free orthophosphate. These researchers also identified conserved lysine residues responsible for PP-IP binding. Substituting these lysine residues with alanine did not impact secondary or tertiary structure of SPX domains but did abrogate PP-IP binding (16). By adopting the same approach and incorporating the same alteration into the SPX domain of the full-length protein, we now extend these findings to Pho81 in C. neoformans, demonstrating that mutation of the conserved lysine residues prevents Pho81 from binding to 5-PP-IP5. From our investigation of CDK component association by 1D-LC-MS and Western blotting, we propose a model where Pho81 association with Pho85-Pho80 depends on 5-PP-IP5 interaction with the Pho81 SPX domain and where 5-PP-IP5-Pho81 interaction promotes PHO pathway activation (Fig. 6). 5-PP-IP5 therefore has a bridging role by promoting the association of CDK complex components, irrespective of phosphate status. Although phosphate deprivation coincided with a decline in 5-PP-IP5 levels, more CDK complex formation was observed (Fig. 5, lane 3), suggesting that the levels of 5-PP-IP5 under these conditions were sufficient to promote increased CDK complex formation. Interestingly, we found that mutant Pho81 became unstable during Pi deprivation (Fig. 5A, lane 4). This could be attributable to 5-PP-IP5 stabilizing Pho81, in addition to stabilizing the association of Pho81 with the cyclin-dependent kinase complex. The reason why mutant Pho81 instability was not as obvious in the presence of Pi (Fig. 5A, lane 2) could be due to residual binding of 5-PP-IP5 and higher 5-PP-IP5 availability. In support of this, we were unable to detect WT Pho81 in a 5-PP-IP5-deficient background. Our model in Fig. 6 also supports a role for 5-PP-IP5-Pho81 interaction in stabilizing the association of Pho81 with Pcl6/7-Pho85 to fine-tune glycogen metabolism. Although PCL6/7 is a phosphate-responsive gene, we showed that it is dispensable for PHO pathway activation. In S. cerevisiae, Pho85 interacts with 10 cyclins, including Pho80, Plc6, and Pcl7, to regulate the PHO pathway, cell cycle, polarity, and glycogen metabolism (42–45). In addition to Pho80 and Pcl6/7, C. neoformans has five other cyclins. However, since we did not detect their association with Pho81, they are unlikely to direct phosphate-dependent activity of Pho85. In support of our data showing that 5-PP-IP5 functions as an intermolecular stabilizer, there are other examples of where IP and PP-IP interactions with SPX and non-SPX domains stabilize multiprotein complexes. In a model plant Arabidopsis thaliana, 1,5-PP-IP5 (IP8) facilitates interaction of SPX1 with the PHR1 transcriptional regulator of the phosphate starvation response when phosphate is present (17). This response is triggered by a drop in the abundance of IP8 upon phosphate deprivation. In mammalian cells, IP4 stabilizes the histone deacetylase HDAC3-SMRT corepressor complex via non-SPX domain interactions to regulate gene expression. In this context, IP4 acts as “intermolecular glue” by wedging into a positively charged pocket formed at the interface between the two proteins (46–48). Wild et al. (16) proposed that inositol polyphosphates communicate cytosolic phosphate levels to SPX domains to regulate phosphate uptake, transport, and storage in fungi, plants, and animals. However, our findings indicate that although 5-PP-IP5 interaction with the Pho81 SPX domain is essential for PHO pathway activation in C. neoformans, PHO pathway activation is not triggered by 5-PP-IP5 but rather by additional signaling component(s). The following evidence supports this conclusion: several reports, including this study, show that the intracellular concentration of inositol pyrophosphates, including 5-PP-IP5, decreases during phosphate starvation (16, 17, 36). The decreased abundance of 5-PP-IP5 is unlikely to trigger PHO pathway activation as the pathway is constitutively repressed in the 5-PP-IP5-deficient kcs1Δ mutant. Furthermore, Pho81-Pho85-Pho80/5-PP-IP5 complexes are present even when phosphate is available, and their abundance increases upon phosphate deprivation. It is likely that 5-PP-IP5 molecules wedged inside the complexes are partially protected from degradation and therefore have a slower turnover than free 5-PP-IP5. Taken together, our data suggest that preformed CKI-CDK/5-PP-IP5 complexes await signals other than fluctuating 5-PP-IP5 levels to trigger a phosphate starvation response. Crystallographic, biochemical, and genetic analysis are required to map regions in cryptococcal Pho80 that interact with Pho81 and potentially with 5-PP-IP5. In S. cerevisiae, two sites on Pho80 involved in binding Pho4 and Pho81 were identified that are markedly distant to each other and the active site (45). These regions will serve as a guide to map the corresponding regions in cryptococcal Pho80. Pho81 in S. cerevisiae was also shown to inhibit Pho80-Pho85 via a novel 80-residue motif adjacent to the ankyrin repeats (called the minimal domain [MD]). This MD was shown to be necessary and sufficient for Pho81 function as a Pho85 inhibitor. This is in contrast to mammalian CKIs, which exert their regulatory function via ankyrin repeats. Domain mapping and structural studies will allow assessment of whether an MD exists in cryptococcal Pho81 to provide a second point of contact between 5-PP-IP5-Pho81 and cyclins. SPX domains have been reported to undergo a conformational change upon ligand binding (16). Structural comparison of 5-PP-IP5-bound and free cryptococcal Pho81 may therefore shed light on whether 5-PP-IP5 binding induces a conformational change in Pho81. Complementary data can be obtained by creating Pho81 deletion variants to map regions required for binding 5-PP-IP5 and cyclins. This information will promote understanding of how conformational changes triggered by 5-PP-IP5 binding affect Pho81 association with Pho80-Pho85 to bring about CDK inhibition and PHO pathway activation. It will also address why the outcome of 5-PP-IP5SPX domain interaction leads to different responses in different yeast species and provide insight into the physiological relevance of specific IP species in PHO pathway function. We previously demonstrated that deletion of the cryptococcal gene encoding the transcription factor, Pho4, led to constitutive repression of the PHO pathway regardless of phosphate status, reduced growth at alkaline pH, a condition that mimics phosphate starvation and hypovirulence in a mouse inhalation model. The loss of virulence in the pho4Δ mutant was characterized by a higher median survival time of pho4Δ-infected mice relative to WT-infected mice, reduced lung colonization, and the almost complete prevention of fungal dissemination to the host brain (3). In this study, we found that growth of the Pho81-SPXAAA strain was also inhibited at alkaline pH. However, Pho81-SPXAAA virulence was reduced even more substantially: in contrast to infection with the pho4Δ mutant where only 50% of the mice succumbed to infection, all mice infected with the Pho81-SPXAAA strain survived and infection burdens in lung and brain were drastically reduced. The infection kinetics and organ burdens observed for Pho81-SPXAAA-infected mice were similar to those observed for pho81Δ-infected mice, suggesting that Pho81 promotes invasive fungal disease predominantly via its association with PP-IP5. A potential explanation for why the Pho81 mutants are more attenuated in virulence than the pho4Δ mutant is that 5-PP-IP5-bound Pho81 regulates more than one CDK complex (see model in Fig. 6). 5-PP-IP5 may therefore regulate cellular functions other than phosphate homeostasis, namely, glycogen metabolism. Alternatively, Pho81 may have PP-IP5-dependent cellular function involving interactions with proteins other than CDK components. In summary, we provide additional evidence of evolutionary divergence in PHO pathway regulation in a fungal pathogen of medical significance by demonstrating that interaction of the IP7 isomer 5-PP-IP5, not 1-PP-IP5, with the Pho81 SPX domain is essential for PHO pathway activation. The critical roles of 5-PP-IP5 and Pho81 in fungal virulence are conveyed primarily via the interaction of 5-PP-IP5 with the Pho81 SPX domain. Finally, we demonstrate that 5-PP-IP5 functions as intermolecular “glue” to stabilize Pho81 association with Pho85/Pho80, providing novel mechanistic insight into how inositol pyrophosphates regulate the PHO pathway. Since Pho81 has no homologue in mammalian cells, disrupting fungal Pho81 function is a potential antifungal strategy.

MATERIALS AND METHODS

Fungal strains and growth conditions.

Wild-type C. neoformans var. grubii strain H99 (serotype A, MATα) and S. cerevisiae WT strain BY4741 were used in this study. All mutant and fluorescent strains created or procured in this study are listed in Table 1 and details of their construction are provided in Materials and Methods and in the supplemental material. Routinely, fungal strains were grown in YPD (1% yeast extract, 2% peptone, and 2% dextrose). Phosphate-deficient minimal medium MM-KCl (29 mM KCl, 15 mM glucose, 10 mM MgSO4⋅7H2O, 13 mM glycine, 3.0 μM thiamine) was used to induce acid phosphatase activity. KCl was substituted with 29 mM β-glycerol phosphate for drop dilution assay media or 29 mM KH2PO4 for MM-KH2PO4. The latter was used as a control medium in which acid phosphatase activity was suppressed. In some of the experiments, the cells were grown in phosphate-depleted (low-phosphate) YPD (LP-YPD) to induce PHO pathway activation. LP-YPD was prepared as follows: 5 g yeast extract, 10 g peptone, and 1.23 g MgSO4 were dissolved in 475 ml of water with prolonged stirring (at least 15 min). Then, 4 ml of concentrated NH4OH was added dropwise, while the medium was vigorously stirred. The salts were allowed to precipitate for at least 30 min at room temperature. The medium was filtered through a 45-μm filter, supplemented with 10 g dextrose, and adjusted to pH ∼6.5 with concentrated HCl. The resulting medium was filter sterilized.

Mice.

The Australian Resource Centre (Western Australia) provided mice (C57BL/6) for the virulence experiments. The mice weighed between 20 and 22 g (6 to 8 weeks old), and the sex was female. Maintenance and care conditions were as follows. Access to food (autoclavable rat and mouse chow supplied by Specialty Feeds) and water was unrestricted, and the light-dark cycle was 12 h. Before experiments, the acclimatization period for the animals was 1 week. Animal experiments were performed in accordance with protocol 4254.03.16, approved by the Western Sydney Local Health District animal ethics committee.

Virulence studies in mice.

Female C57BL/6 mice (10 per infection group) were anesthetized by inhalation of 3% isoflurane in oxygen and infected with 2 × 105 fungal cells via the nasal passages as described previously (4). Mice were monitored daily and euthanized by CO2 asphyxiation when they had lost 20% of their preinfection weight or prior if showing debilitating symptoms of infection, i.e., loss of appetite, moribund appearance, or labored breathing. Median survival differences were estimated using a Kaplan-Meier method. Posteuthanasia, the lungs and brain were removed, weighed, and mechanically disrupted in 2 ml of sterile PBS using a BeadBug (Benchmark Scientific). Organ homogenates were serially diluted and plated onto Sabouraud dextrose agar plates. Plates were incubated at 30°C for 2 days. Colony counts were performed and adjusted to reflect the total number of CFU per gram of tissue.

Strain creation.

(i) Pho81 SPX mutant with or without GFP tag. Lysine residues in the Pho81 SPX domain putatively involved in binding 5-PP-IP5 (K221,223,228) were identified by sequence alignment. The Pho81 SPX mutant strain (Pho81SPXAAA) and its control strain (Pho81SPX) were then created in a multistep process (see Fig. S3). First, the SPX domain of PHO81 was deleted in the WT H99 strain. Second, genomic DNA encoding the 5′ end of PHO81, including the SPX domain, was amplified to generate native and mutated versions. In the mutated version, codons encoding lysine 221, 223, and 228 were exchanged for those encoding alanine by overlap PCR. Native (NAT) and mutant (AAA) fragments were then fused to the GDE2 promoter (GDE2p) and a dominant resistance marker by overlap PCR and used to reconstitute the spxΔ genotype by homologous recombination. The GDE2 promoter (GDE2p) was used to replace the native GDE1 promoter of Pho81, because Pho81 shares its promoter with the adjacent gene, CNAG_02542. GDE2p was a suitable choice because PHO81/GDE1 and GDE2 are induced to a similar extent by Pho4 during phosphate deprivation (3). In a third step, WT and mutant PHO81 were tagged with GFP at the C terminus. The KUTAP vector containing GFP optimized for fluorescence in C. neoformans was a gift from Peter Williamson (NIAID, NIH, Bethesda, MD). Each step, including the dominant resistance markers used, is described in more detail below and is summarized in Fig. S3A. Step 1: deletion of the PHO81 SPX domain. To delete the PHO81 SPX domain (see Fig. S3A, step 1), the SPX deletion construct was created by overlap PCR, joining the 5′ flank, the hygromycin resistance cassette with the ACT1 promoter and GAL7 terminator (Hygr), and the 3′ flank. The 5′ flank, consisting of 977 bp upstream of the PHO81 gene, was PCR amplified from genomic DNA using the primers PHO81_ots_s and (HygB)PHO81-5′a. The 3′ flank, consisting of 1,275 bp downstream of the SPX domain, was PCR amplified using the primers (HygB)PHO81-3′s and PHO81_ots_3′a. Hygr was PCR amplified with the primers Neo-s and HygB_a (49). The three fragments were fused together using the primers PHO81_5′s and PHO81_3′flank-a, and the resulting 4,955-bp product was used to delete the SPX domain from PHO81 in the H99 WT strain, using biolistic transformation (50). Hygromycin B-resistant (Hygr) colonies were screened by PCR amplification across the SPX external recombination junctions using the primers indicated in Table S1 in the supplemental material. A successful transformant was used in step 2 to create the Pho81SPX and Pho81SPXAAA strains. Step 2: reconstitution of spxΔ with SPX (Pho81SPX) or SPX. For the reconstitution of spxΔ with SPX (Pho81SPX) or SPXAAA (Pho81SPXAAA) (see Fig. S3A, step 2), the following three fragments were fused together by overlap PCR: (i) the neomycin resistance cassette with ACT1 promoter and TRP1 terminator (Neor), (ii) the GDE2p to drive expression of PHO81, and (iii) the PHO81 gene sequence consisting of the 1,070-bp SPX domain (native or AAA) and 1,275 bp downstream of SPX. Neor was PCR amplified from pJAF1 using the primer pair Neo-s and Neo-a. H99-derived GDE2p was PCR amplified using the primer pair (NEO)GDE2p-s and (SPX)GDE2p-a. The 2,345-bp native PHO81 SPX fragment (SPXNat) was PCR amplified using the primer pair SPX-start-s and PHO81_ots_3′a. The mutant PHO81 SPX fragment (SPXAAA) was created by PCR amplifying the 1,070-bp SPX domain and 1,275 bp downstream of SPX using the primer pairs SPX-start-s/Pho81-AAA-a and Pho81-AAA-s/PHO81_ots_3′a, which introduced the mutation at the adjoining ends. The two fragments were then fused together by overlap PCR, using the primer pairs SPX-start-s and PHO81_ots_3′a, to introduce the A221,223,228 mutations in the overlapping region. A third PCR was then used to fuse Neor-GDE2p-SPXNat or Neor-GDE2p-SPXAAA using the primer pair Neo-s and PHO81_3′flank-a. The final products were introduced into the Δspx strain created in step 1, resulting in strains Pho81SPXNat and Pho81SPXAAA. Geneticin-resistant, hygromycin-sensitive transformants were screened by PCR amplification across the NeoR-GDE2p-SPX recombination junctions (see Fig. S3B) using the primers indicated in Table S1. Step 3: GFP-tagging Pho81SPX and Pho81SPX. For GFP-tagging Pho81SPX and Pho81SPXAAA (see Fig. S1B, step 3), a construct consisting of (i) the 5′ flank, encoding 865 bp of the 3′ end of the PHO81 gene without the stop codon; (ii) GFP fused to the nourseothricin resistance cassette (Natr); and (iii) the 3′ flank, encoding 866 bp downstream of the PHO81 gene, was created by overlap PCR. The 5′ flank was PCR amplified from H99 genomic DNA using the primer pair Pho81-ots-s and Pho81-3f-a (GFP). Using the primers GFP-start-s and Neo-a, GFP-Natr (3,116 bp) was PCR amplified from the pCR21 vector (Invitrogen) into which GFP-Natr had previously been cloned. The 3′ flank was PCR amplified from genomic DNA using the primer pair Pho81-3f-s_(NEO) and Pho81-ots-a. These three overlapping fragments were fused by a final overlap PCR using the primer pair Pho81-5f-s and Pho81-3f-a. The final product was introduced into strains Pho81SPX and Pho81SPX, creating GDE2p-Pho81-GFP and GDE2p-Pho81AAA-GFP, respectively, using biolistic transformation. Nourseothricin-resistant transformants were screened by PCR amplifying regions across recombination junctions (see Fig. S3B) using the primers described in Table S1. (ii) PHO81 deletion and rescue. A PHO81 gene deletion construct was created by joining the 5′ flank (963 bp of genomic DNA upstream of the PHO81 coding sequence), the hygromycin B resistance (Hygr) cassette (with the ACT1 promoter and GAL7 terminator), and the 3′ flank (1,424 bp of genomic DNA downstream of the PHO81 coding sequence). The three fragments were fused by overlap PCR using the primer pair PHO81_5′s and PHO81_3′a. This deletion construct was used to transform the H99 WT strain using biolistics (50), creating Δpho81:HYGB. Hygromycin-resistant colonies were screened by PCR amplification across the 5′ and 3′ recombination junctions using the primers indicated in Fig. S4 and Table S1 to confirm that homologous recombination had occurred at the correct site. To create the PHO81 reconstituted strain (Δpho81+PHO81), the genomic PHO81 locus, which comprised the coding region and 5,727 bp upstream and 345 bp downstream of the coding region, was PCR amplified from genomic DNA prepared from the H99 WT strain using the primer pair PHO81_5′s and (NEO)PHO81-Rec-5′a. The neomycin resistance (Neor) cassette (with the ACT1 promoter and TRP1 terminator) was PCR amplified from pJAF (51) using the primer pair Neo-s and Neo-a. The two fragments were fused by overlap PCR using the primer pair PHO81-Rec-5′s and Neo-a, and the resulting gene fusion was used to transform the Δpho81 mutant using biolistics as described above. Neomycin-resistant transformants were screened for their ability to secrete acid phosphatase (Aph1) using the colorimetric pNPP reporter assay described previously (3). This phenotype was lost following deletion of PHO81 in the WT strain. Transformants that tested positive for secreted acid phosphatase activity were tested further for the presence of the PHO81 gene by PCR amplifying an internal region of the PHO81 locus from genomic DNA using the primers indicated in Fig. S4 and Table S1. (iii) PHO85-mCherry strain. To create a WT C. neoformans strain expressing PHO85 as an mCherry fusion protein, a construct consisting of (i) the 5′ flank, 1,141 bp of 3′ end of the PHO85 gene without the stop codon; (ii) mCherry; (iii) the hygromycin resistance cassette (Hygr) with the ACT1 promoter and GAL7 terminator; and (iv) the 3′ flank, 988 bp downstream of the PHO85 gene, was created by overlap PCR. The 5′ flank was PCR amplified from H99 WT genomic DNA using the primer pair PHO85-int-s1 and (mCherry)PHO85-a. The mCherry was PCR amplified from pNEO-mCherry vector using the primer pair (PHO85)mCherry-s and (ActP)-mCherry-a. Hygr was generated using the primer pair Neo-s and HygB-a. The 3′ flank was PCR amplified from H99 WT genomic DNA using the primer pair (Gal7t)PHO85-3′flank-s and PHO85-3′flank-a1. These four fragments were fused by overlap PCR using the primer pair PHO85-int-s3 and PHO85-3′flank-a3, and the final product was then used to transform H99 WT using biolistic transformation (50). Hygromycin-resistant colonies were screened by PCR amplification across the recombination junctions using primers listed in Table S1. (iv) Pho81SPX-GFP in a WT and A DNA construct consisting of (i) the 5′ flank, encoding 865 bp of the 3′ end of the PHO81 coding region minus the stop codon, (ii) GFP fused to the nourseothricin resistance cassette (Natr), and (iii) the 3′ flank, encoding 866 bp downstream of the PHO81 coding region, was amplified by PCR from genomic DNA prepared from the Pho81SPX-GFP strain used in Fig. 5 using the primer pair Pho81-5f-s and Pho81-3f-a. The final 4,559-bp product was introduced into the kcs1Δ:NEO strain (4) using biolistic transformation. Nourseothricin-resistant transformants were screened by PCR by amplifying regions across the recombination junctions using the primers described in Table S1.

Assessing PHO pathway activation.

(i) Acid phosphatase reporter assay. Extracellular acid phosphatase (APase) activity associated with the APH1 gene product was measured as previously described (5). Briefly, YPD overnight cultures were centrifuged, and the pellets were washed twice with water and resuspended in PHO pathway-inducing and noninducing medium (see above) at an optical density at 600 nm (OD600) of 1. The cultures were incubated at 30°C for 3 h or as indicated otherwise. After incubation, 200 μl of each culture was centrifuged, and the pellets were resuspended in 400 μl of APase reaction mixture (50 mM sodium acetate [pH 5.2], 2.5 mM p-nitrophenyl phosphate [pNPP]). Reactions were performed at 37°C for 5 to 15 min, which was the time determined to be within the linear range of APase activity (5). Reactions were stopped by adding of 800 μl of 1 M Na2CO3. APase-mediated hydrolysis of pNPP was quantified spectrophotometrically at 420 nm. Any growth difference among strains was corrected by measuring the OD600 prior to performing the assay, and the APase activity was calculated as OD420/OD600. In some cases, the APase activity was normalized to the WT and expressed as a fold change. In the experiment where PHO pathway activation in the absence of phosphate was measured over a 2-day time course, 10 to 300 μl of culture was used for the APase activity assay, with smaller amounts needed at longer induction times to prevent reaction saturation due to increased culture growth. All assays were performed in biological triplicate. (ii) Quantitative PCR. RNA extraction, cDNA synthesis, and qPCR of PHO genes in C. neoformans strains was performed as described previously (3). The sequences of primers used for qPCR are listed in Table S1.

Fractionating 3H-labeled inositol polyphosphates.

[3H]inositol labeling of fungal cells was performed as previously described (52), with modifications (4). Overnight fungal cultures grown in YPD were diluted to an OD600 of 0.05 in fresh YPD containing 10 mCi/ml [3H]myo-inositol (Perkin-Elmer) and incubated until an OD600 of >6. The cells were pelleted, washed, and resuspended in MM with or without phosphate (as indicated). After an additional 2 h of incubation, fungal cells were pelleted, washed, and snap-frozen in liquid nitrogen. To extract inositol polyphosphates, the cells were resuspended in extraction buffer (1 M HClO4, 3 mM EDTA, 0.1 mg/ml IP6) and homogenized with glass beads using a bead beater. Debris was pelleted, and the supernatants were neutralized (1 M K2CO3, 3 mM EDTA) and stored at 4°C. The radiolabeled inositol polyphosphates were fractionated by anion-exchange high-pressure liquid chromatography (HPLC).

Creation of a 5-PP-IP5 affinity capture resin.

Synthesis of resin-bound 5PCP-IP5, a diphosphoinositol polyphosphate analog containing a nonhydrolyzable bisphosphonate group in the 5-position as described in detail by Wu et al. (37). This bisphosphonate analog closely resembles the natural molecule, both structurally and biochemically, while exhibiting increased stability toward hydrolysis in a cell lysate (53).

Assessing binding of Pho81 to 5-PP-IP5.

GFP-labeled strains were grown for 5 h in LP-YPD (Pi– culture) or overnight in YPD (Pi+ culture). The cells were pelleted by centrifugation, and lysates were prepared as described above using lysis buffer (50 mM Tris [pH 7.5], 150 mM NaCl, 0.05% Triton X-100, 1 mM EDTA, 1 mM phenylmethylsulfonyl fluoride [PMSF], 1 μl/10 mg cell pellet fungal protease inhibitor cocktail [Sigma, catalog no. P8215]). Protein in each lysate was adjusted to ∼8 mg/ml to correct for growth differences and incubated with 5-PCP-IP5-conjugated resin or phosphate (Pi)-conjugated resin as a control (∼200 μl of slurry) (37). Incubation was allowed for 2 h at 4°C. The resin was pelleted by centrifugation, and the supernatant was removed. The resin was then washed three times with lysis buffer. Resin-bound proteins were eluted by resuspension in SDS-PAGE loading buffer and resolved by SDS-PAGE. GFP-tagged proteins were detected by Western blotting with anti-GFP antibody (Santa Cruz Biotechnology, catalog no. sc-9996).

Immunocapture of fluorescent Pho81.

Cells were grown overnight in YPD or LP-YPD as indicated. Cell pellets were collected and snap-frozen. At least 120 and 350 mg of cell pellet was used for immunoprecipitation/Western blotting and immunoprecipitation/1D-LC-MS, respectively. Cell pellets were resuspended in 2 volumes of lysis buffer (0.1% NP-40, 250 mM NaCl, 50 mM sodium fluoride, 5 mM EDTA, 50 mM Tris-HCl [pH 7.5], 1 mM DTT, 1 mM PMSF, 1 μl/10 mg cell pellet fungal protease inhibitor cocktail [Sigma, catalog no. P8215]). Lysates were prepared by bead beating the cells in the presence of glass beads (425 to 600 μm), followed by centrifugation at 4°C at maximum speed. GFP-Trap agarose (Chromotek gta-20) was used to immunoprecipitate GFP-tagged Pho81. Protein G-Sepharose 4 Fast Flow (GE Healthcare, catalog no. 17061801) and anti-mCherry antibody (ab-167453; Abcam) were used to immunoprecipitate Pho85-mCherry. Sepharose beads were washed three times in lysis buffer and incubated with the lysate for 2 to 3 h at 4°C. After lysate incubation, the Sepharose was washed three times with lysis buffer and resuspended in SDS-PAGE loading buffer, and the solubilized proteins were resolved by SDS-PAGE. Cell lysates were run as a loading control. (i) Western blotting. GFP-tagged proteins were detected using anti-GFP antibody (Santa Cruz Biotechnology, sc-9996) and Pho85 was detected using anti PSTAIRE (1:200 dilution; Santa Cruz Biotechnology, sc-53) or anti-PSTAIR antibody (1:200 dilution; Merck, catalog no. 06-923), followed by Amersham ECL anti-rabbit IgG, HRP-linked F(ab′)2 fragment (from donkey; 1:8,000 dilution). Anti-PSTAIR antibodies also detect cryptococcal Cdc2 (Cdc28 in S. cerevisiae) in total cell lysates since both Cdc2 and Pho85 contain PSTAIRE motif. Cdc2 was therefore used as a control for protein loading (54). Similar levels of Cdc2 (the main cyclin-dependent kinase in yeast) were detected in whole lysates, confirming that each immunoprecipitation had been performed from lysates containing similar levels of total protein. (ii) 1D-LC-MS. SDS gels were stained using a colloidal blue staining kit (LC6025; Life Technologies) according to the manufacturer’s protocol. Each lane was cut into five equal pieces and the proteins within each piece were trypsin treated and analyzed by mass spectrometry. Briefly, the gel slices were diced up and destained in a 60:40 solution of 40 mM NH4HCO3 (pH 7.8)–100% acetonitrile for 1 h. Gel pieces were vacuum-dried and then rehydrated with a 12-ng/μl trypsin (Promega) solution at 4°C for 1 h. Excess trypsin was removed, and gel pieces were covered with 40 mM NH4HCO3 and then incubated overnight at 37°C. Peptides were concentrated and desalted using C18 Zip-Tips (Millipore, Bedford, MA) according to the manufacturer’s instructions. Peptides were resuspended in 10 μl of 3% (vol/vol) acetonitrile–0.1% (vol/vol) formic acid and briefly sonicated. Samples were separated by nano-LC using an Ultimate 3000 HPLC and autosampler system (Thermo Fisher Scientific, Scoresby, UK) coupled to an in-house fritless nano-LC 75 μm × 40 cm column packed with ReproSil Pur 120 C18 in the stationary phase (1.9 μm, Dr. Maisch GmbH, Ammerbuch, Germany). LC mobile phase buffers were comprised of solvent A (0.1% [vol/vol] formic acid) and solvent B (80% [vol/vol] acetonitrile, 0.1% [vol/vol] formic acid). Peptides were eluted using a linear gradient of 5% B to 35% B over 60 min, followed by a 95% B wash over 1 min at a flow rate of 250 nl/min. The LC was coupled to a Q Exactive Plus Orbitrap mass spectrometer (Thermo Fisher Scientific). The column voltage was 2,300 V, and the heated capillary was set to 275°C. Positive ions were generated by electrospray, and the Orbitrap was operated in data-dependent acquisition mode. A survey scan of 350 to 1,550 m/z was acquired (resolution = 35,000, with an accumulation target value of 3,000,000 ions) with lockmass enabled. Up to 20 of the most abundant ions (>1.7E5 ions), with charge states of ≥+2 and <+6, were sequentially isolated and fragmented, and a target value of 100,000 ions were collected. Ions selected for tandem mass spectrometry (MS/MS) were dynamically excluded for 20 s. The data were analyzed using Proteome Discoverer v2.3 (Thermo Fisher Scientific) and Mascot v2.4 (Matrix Science, London, UK). The search parameters included the following variable modifications: oxidized methionine, acetyl (protein N-term), deamidated asparagine/glutamine, and carbamidomethyl cysteine. The enzyme was set to trypsin, and the precursor mass tolerance was set to 10 ppm, while the fragment tolerance was 0.05 Da. The databases were the C. neoformans H99 from FungiDB v44 (fungidb.org) and a common contaminants database. Proteins were quantified by using the minora feature detector node and precursor ion quantifier node.

Statistics.

Statistical analysis for virulence studies was performed using SPSS (SPSS, Chicago, IL), SAS Studio (SAS Institute, Inc.), and Prism (v8.0; GraphPad Software, Inc., San Diego, CA) statistical software. Differences in mouse mortality were determined by comparing survival curves of different infected groups using a log-rank test. Differences in CFU were assessed by using a two-sample t test or a Mann-Whitney U test when data were not normally distributed. One-way analysis of variance (ANOVA) or a Student t test was used in all other experiments, as indicated in the figure legends. All plotted data represent means ± the standard deviations. Results were considered significant at a P value of <0.05.
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Review 1.  ATP-site directed inhibitors of cyclin-dependent kinases.

Authors:  N Gray; L Détivaud; C Doerig; L Meijer
Journal:  Curr Med Chem       Date:  1999-09       Impact factor: 4.530

2.  The yeast cyclins Pc16p and Pc17p are involved in the control of glycogen storage by the cyclin-dependent protein kinase Pho85p.

Authors:  Z Wang; W A Wilson; M A Fujino; P J Roach
Journal:  FEBS Lett       Date:  2001-10-12       Impact factor: 4.124

3.  Plc1p, Arg82p, and Kcs1p, enzymes involved in inositol pyrophosphate synthesis, are essential for phosphate regulation and polyphosphate accumulation in Saccharomyces cerevisiae.

Authors:  Choowong Auesukaree; Hidehito Tochio; Masahiro Shirakawa; Yoshinobu Kaneko; Satoshi Harashima
Journal:  J Biol Chem       Date:  2005-05-02       Impact factor: 5.157

4.  Rice SPX1 and SPX2 inhibit phosphate starvation responses through interacting with PHR2 in a phosphate-dependent manner.

Authors:  Zhiye Wang; Wenyuan Ruan; Jing Shi; Li Zhang; Dan Xiang; Chao Yang; Changying Li; Zhongchang Wu; Yu Liu; Yanan Yu; Huixia Shou; Xiaorong Mo; Chuanzao Mao; Ping Wu
Journal:  Proc Natl Acad Sci U S A       Date:  2014-09-30       Impact factor: 11.205

Review 5.  Intimate connections: Inositol pyrophosphates at the interface of metabolic regulation and cell signaling.

Authors:  Stephen B Shears
Journal:  J Cell Physiol       Date:  2017-06-15       Impact factor: 6.384

6.  Phospholipase C of Cryptococcus neoformans regulates homeostasis and virulence by providing inositol trisphosphate as a substrate for Arg1 kinase.

Authors:  Sophie Lev; Desmarini Desmarini; Cecilia Li; Methee Chayakulkeeree; Ana Traven; Tania C Sorrell; Julianne T Djordjevic
Journal:  Infect Immun       Date:  2013-02-04       Impact factor: 3.441

7.  Fungal Inositol Pyrophosphate IP7 Is Crucial for Metabolic Adaptation to the Host Environment and Pathogenicity.

Authors:  Sophie Lev; Cecilia Li; Desmarini Desmarini; Adolfo Saiardi; Nicole L Fewings; Stephen D Schibeci; Raghwa Sharma; Tania C Sorrell; Julianne T Djordjevic
Journal:  mBio       Date:  2015-06-02       Impact factor: 7.867

8.  Insights into the activation mechanism of class I HDAC complexes by inositol phosphates.

Authors:  Peter J Watson; Christopher J Millard; Andrew M Riley; Naomi S Robertson; Lyndsey C Wright; Himali Y Godage; Shaun M Cowley; Andrew G Jamieson; Barry V L Potter; John W R Schwabe
Journal:  Nat Commun       Date:  2016-04-25       Impact factor: 14.919

9.  Pho4 mediates phosphate acquisition in Candida albicans and is vital for stress resistance and metal homeostasis.

Authors:  Mélanie A C Ikeh; Stavroula L Kastora; Alison M Day; Carmen M Herrero-de-Dios; Emma Tarrant; Kevin J Waldron; A Peter Banks; Judith M Bain; David Lydall; Elizabeth A Veal; Donna M MacCallum; Lars P Erwig; Alistair J P Brown; Janet Quinn
Journal:  Mol Biol Cell       Date:  2016-07-06       Impact factor: 4.138

10.  Identification of a major IP5 kinase in Cryptococcus neoformans confirms that PP-IP5/IP7, not IP6, is essential for virulence.

Authors:  Cecilia Li; Sophie Lev; Adolfo Saiardi; Desmarini Desmarini; Tania C Sorrell; Julianne T Djordjevic
Journal:  Sci Rep       Date:  2016-04-01       Impact factor: 4.379

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  7 in total

1.  Blocking Polyphosphate Mobilization Inhibits Pho4 Activation and Virulence in the Pathogen Candida albicans.

Authors:  Yasmin Ahmed; Mélanie A C Ikeh; Donna M MacCallum; Alison M Day; Kevin Waldron; Janet Quinn
Journal:  mBio       Date:  2022-05-16       Impact factor: 7.786

Review 2.  The phosphate language of fungi.

Authors:  Kabir Bhalla; Xianya Qu; Matthias Kretschmer; James W Kronstad
Journal:  Trends Microbiol       Date:  2021-08-31       Impact factor: 17.079

3.  Phosphate Starvation by Energy Metabolism Disturbance in Candida albicansvip1Δ/Δ Induces Lipid Droplet Accumulation and Cell Membrane Damage.

Authors:  Xueling Peng; Congcong Ma; Yuxin Feng; Biao Zhang; Mengsen Zhu; Tianyu Ma; Qilin Yu; Mingchun Li
Journal:  Molecules       Date:  2022-01-21       Impact factor: 4.411

Review 4.  Intracellular phosphate sensing and regulation of phosphate transport systems in plants.

Authors:  Zhengrui Wang; Hui-Fen Kuo; Tzyy-Jen Chiou
Journal:  Plant Physiol       Date:  2021-12-04       Impact factor: 8.340

5.  Inositol Pyrophosphate-Controlled Kinetochore Architecture and Mitotic Entry in S. pombe.

Authors:  Natascha Andrea Kuenzel; Abel R Alcázar-Román; Adolfo Saiardi; Simon M Bartsch; Sarune Daunaraviciute; Dorothea Fiedler; Ursula Fleig
Journal:  J Fungi (Basel)       Date:  2022-09-02

Review 6.  Inositol polyphosphate-protein interactions: Implications for microbial pathogenicity.

Authors:  Sophie Lev; Bethany Bowring; Desmarini Desmarini; Julianne Teresa Djordjevic
Journal:  Cell Microbiol       Date:  2021-03-25       Impact factor: 4.115

7.  Mechanistic insights into the regulation of plant phosphate homeostasis by the rice SPX2 - PHR2 complex.

Authors:  Zeyuan Guan; Qunxia Zhang; Zhifei Zhang; Jiaqi Zuo; Juan Chen; Ruiwen Liu; Julie Savarin; Larissa Broger; Peng Cheng; Qiang Wang; Kai Pei; Delin Zhang; Tingting Zou; Junjie Yan; Ping Yin; Michael Hothorn; Zhu Liu
Journal:  Nat Commun       Date:  2022-03-24       Impact factor: 14.919

  7 in total

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