Literature DB >> 26308983

Modifiers of C9orf72 dipeptide repeat toxicity connect nucleocytoplasmic transport defects to FTD/ALS.

Ana Jovičić1, Jerome Mertens2, Steven Boeynaems3,4, Elke Bogaert3,4, Noori Chai1,5, Shizuka B Yamada1,6, Joseph W Paul1, Shuying Sun7, Joseph R Herdy2, Gregor Bieri1,5, Nicholas J Kramer1,5, Fred H Gage2, Ludo Van Den Bosch3,4, Wim Robberecht3,4,8, Aaron D Gitler1.   

Abstract

C9orf72 mutations are the most common cause of amyotrophic lateral sclerosis (ALS) and frontotemporal dementia (FTD). Dipeptide repeat proteins (DPRs) produced by unconventional translation of the C9orf72 repeat expansions cause neurodegeneration in cell culture and in animal models. We performed two unbiased screens in Saccharomyces cerevisiae and identified potent modifiers of DPR toxicity, including karyopherins and effectors of Ran-mediated nucleocytoplasmic transport, providing insight into potential disease mechanisms and therapeutic targets.

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Year:  2015        PMID: 26308983      PMCID: PMC4552077          DOI: 10.1038/nn.4085

Source DB:  PubMed          Journal:  Nat Neurosci        ISSN: 1097-6256            Impact factor:   24.884


The C9orf72 gene contains a polymorphic hexanucleotide repeat, GGGGCC, located in an intron. In c9FTD/ALS cases, the hexanucleotide repeat tract is expanded to hundreds or even thousands of repeats[1,2]. An exciting hypothesis has emerged to explain how GGGGCC repeat expansion in C9orf72 could cause disease: repeat-associated non-ATG (RAN) translation. This unconventional form of translation occurs in all reading frames (sense and antisense directions) of the expanded GGGGCC nucleotide repeat, producing polymers of the predicted dipeptides: glycine-alanine (GA), glycine-proline (GP), proline-alanine (PA), glycine-arginine (GR), and proline-arginine (PR). These dipeptide repeat proteins (DPRs) are themselves aggregation-prone and accumulate in the central nervous system of affected C9orf72 mutation carriers[3-5]. But does pathology = pathogenesis? In other words, are these DPRs toxic and cause neurodegeneration or are they merely benign bystanders? If they are toxic, then defining the mechanisms by which they contribute to neurodegeneration will provide strategies for therapeutic intervention. Several groups recently reported experiments demonstrating that C9orf72 DPRs are toxic and can cause neurodegeneration[5-11]. The arginine-rich DPRs, GR and PR, seem to be particularly toxic[6,7,11]. Now, the big challenge is to define the cellular pathways affected by the toxic C9orf72 DPRs. We have previously used yeast as a model system to gain insight into other ALS disease proteins, including TDP-43 and FUS[12-14]. To investigate potential toxicity of C9orf72 DPRs in yeast, we expressed constructs harboring 50 repeats of four of the five different predicted DPRs (GA, GR, PA, PR) under the control of a strong inducible promoter (galactose-inducible promoter). To focus specifically on DPR toxicity and not RNA-related toxicity, we generated codon-optimized constructs to express each DPR independently, without using the GGGGCC repetitive sequence. We transformed these constructs into wild type yeast cells and assessed the effects on growth using spotting assays. Strikingly consistent with the results in Drosophila and mammalian cells, the arginine-rich DPRs were toxic, with (PR)50 expression in particular leading to highest levels of toxicity (Fig. 1a and Supplementary Fig. 1a). (GR)50 was less toxic in yeast than (PR)50 (Fig. 1 a,b). Increasing the number of GR repeats to 100 ((GR)100) increased toxicity (Fig. 1b). Thus, this simple yeast model recapitulates arginine-rich C9orf72 DPR toxicity.
Figure 1

Yeast screens identify potent modifiers of C9orf72 DPR toxicity. a) Arginine-rich C9orf72 DPRs are toxic in yeast. Spotting assay demonstrates (GR)50 and (PR)50 constructs are toxic when expressed in yeast. Galactose was used to induce expression of each DPR construct and glucose was used to repress expression. Five-fold serial dilutions of yeast cells were spotted on glucose- or galactose-containing plates. b) (GR)50 is less toxic than (PR)50 and increasing the DPR length to 100 increased GR toxicity. c) Schematic of plasmid overexpression screen to identify genes that suppress or enhance (PR)50 toxicity when overexpressed. d) Examples of overexpression suppressors of (PR)50 toxicity include members of the karyopherin family of nuclear transport proteins. e) Schematic of yeast deletion screen to identify genes that suppress (PR)50 toxicity when deleted. f) Examples of deletion suppressors of (PR)50 toxicity, including gtr1Δ, a negative regulator of the Ran-GTPase cycle and nsr1Δ, a deletion of the yeast homolog of the human nucleolar protein nucleolin. g) A model depicting where the modifier genes from deletion and overexpression screens function. Genes colored blue suppressed toxicity when deleted. Genes colored red enhanced toxicity when overexpressed. Genes colored green suppressed toxicity when overexpressed. h) Upregulation of KPNA3 protects against (PR)50 toxicity in rodent neurons. Upregulation of KPNA3 more than doubled the survival of the neurons expressing (PR)50 compared to co-infection with GFP. Graph represents mean ± SEM, n = 6. ** represents p-value <0.01, by unpaired t-test. i) C9orf72-ALS patient-derived neurons show decreased nuclear localization of RCC1 (human homolog of yeast SRM1) compared to healthy control-derived neurons. j) Quantitation of nuclear vs. cytoplasmic fluorescence intensity for RCC1. Human induced neurons from 3 healthy control subjects and 2 C9orf72-ALS patients were compared. Graph represents mean ± SEM, n = 13 (healthy controls), n = 8 (C9orf72-ALS) ** represents P <0.01, by unpaired t-test.

To gain insight into the mechanisms of C9orf72 pathogenesis, we used an unbiased genetic approach to identify genes that could suppress or enhance DPR toxicity in yeast. We focused on PR because of its robust toxicity and because it elicited toxicity and neurodegeneration in mammalian cells and Drosophila[6,7,11]. We performed two complementary genomewide screens. First, we performed a genomewide plasmid overexpression screen (Fig. 1c). We individually transformed 5,500 yeast genes, which comprise the yeast FLEXGene plasmid library, into a yeast strain expressing (PR)50. We identified genes that either suppressed or enhanced (PR)50 toxicity (i.e., allow the cells to grow better or worse in the presence of (PR)50 expression) (Fig. 1d). We repeated the screen two independent times and verified any potential hits at least 3 additional times with independent transformations and spotting assays. We identified 27 (PR)50 toxicity suppressors and 35 enhancers (Table 1). We performed immunocytochemistry and immunoblotting to define the impact of the modifiers on (PR)50 localization and expression levels (see Online Methods and Supplementary Fig. 1b,c).
Table 1

List of yeast genes that suppress or enhance (PR)50 toxicity when overexpressed.

Yeast GeneTypeFunctionHumanOrtholog
Nucleocytoplasmic transport
KAP104S2Karyopherin, nuclear import receptorTNPO1
KAP114S2Karyopherin, nuclear import receptorIPO9
KAP120S1Karyopherin, nuclear import receptorIPO11
KAP122S2Karyopherin, nuclear import receptorKPNA3
MSN5S2Karyopherin, nuclear import and export receptorXPO5
MTR10S2Karyopherin, nuclear import receptorTNPO3
NDC1E1Transmembrane nucleoporinNDC1
PBS2E1MAP kinase kinaseMEK1
SDS22E2Regulatory subunit Glc7pPPP1R7
SOL1E1Protein with a possible role in tRNA exportPGLS
SRM1E1Nucleotide exchange factor for Gsp1pRCC1
Ribosome biogenesis and function
NOB1S2Required for cleavage of the 20S pre-rRNANOB1
STM1S2Ribosome preservation factor during cell stress
NSR1E1Nucleolar protein required for pre-rRNA processingNCL
RNA-binding protein
NOT3S2Subunit of the CCR4-NOT complexCNOT3
NAB6E1RNA-binding protein
PBP2E2Heterogeneous nuclear RNP proteinPCBP4
SLF1E1RNA-binding protein, associates with polysomesLARP1
VTS1E1RNA-binding protein containing a SAM domain
XRN1E25'-3' exonuclease component of cytoplasmic processing bodiesXRN1
Serine/threonine-protein kinase
PRR2S2Involved in MAP kinase signalingCHECK1
ELM1E2Regulates cellular morphogenesis and cytokinesisCAMKK2
PSK1E2PAS domain-containing kinasePASK
TOS3E1Protein kinase functionally orthologous to LKB1LKB1
Ubiquitination / proteasome
PRE4S220S proteasome subunitPSMB4
UBP10S2Nucleolar ubiquitin proteaseUSP36
ROG3E1Alpha-arrestin
Mitochondria
ISU2S2Mitochondrial scaffold proteinISCU
MKS1E3Transcriptional regulator
MMR1E1Outer mitochondria membrane protein
Transcription
ASK10S1RNA polymerase II component
CRZ1S1Calcineurin-responsive transcription factor
DAT1S2DNA binding protein
PGD1S1Subunit of the RNA polymerase II mediator complex
HCM1E2Forkhead transcription factor
RGM1E1Putative transcriptional repressorWT1
SPT6E1Nucleosome remodeling proteinsSUPT6H
POG1E1Chromatin-associated protein of unknown function
Other / Unknown function
AXL1S1Haploid specific endoproteaseIDE
BCK2S2Serine/threonine-rich protein involved in PKC1 signaling
BUG1S2Protein involved in ER to Golgi transportCENPE
EMP24S1Integral membrane component of COPII-coated vesiclesTMED2
FUN19S2Non-essential protein of unknown functionRAD51
PLP1S1Protein that interacts with chaperonin containing TCP1TXNDC9
POL32S1Third subunit of DNA polymerase delta
VRP1S1Verprolin, proline-rich actin-associated proteinWIFP1
TIR4S1Cell wall mannoproteinMAGEE1
YHR131CS2Putative protein of unknown function
ALR2E1Probable Mg(2+) transporter
BOP3E1Protein of unknown functionCOBL
CDC6E2ATP-binding protein required for DNA replicationCDC6
COS2E1Protein of unknown function
COS3E2Protein involved in salt resistance
HER1E3Protein of unknown functionSLITRK6
MEP3E1Ammonium permeaseRHAG
PFK1E2Alpha subunit of phosphofructokinasePFKP
ROM1E1GDP/GTP exchange protein (GEP) for Rho1pRHOA
ROY1E1GTPase inhibitor with similarity to F-box proteins
SPS22E1Protein of unknown function
YCL001W-BE1Protein of unknown functionPELO
YPR013CE1Putative zinc finger protein
YTA7E1Protein with a role in regulating histone gene expressionATAD2B

S, suppressor of (PR)50 toxicity (S1, moderate; S2, strong)

E, enhancer of (PR)50 toxicity (E1, moderate; E2, strong; E3, very strong)

Next, to complement the plasmid overexpression screen, we also screened a library of all 4,850 non-essential yeast gene knockouts to identify deletions that could suppress (PR)50 toxicity (Fig. 1e). Hits from this screen are a particularly interesting class of modifiers (gene deletions that suppress a phenotype) because they could represent potential drug targets. We identified 16 yeast genes that suppressed (PR)50 toxicity when deleted (Table 2). That is, deletions of these genes improved the growth of yeast cells expressing (PR)50, which is extremely toxic on its own. Some of these deletions seem to nearly completely suppress (PR)50 toxicity (Fig. 1f and Supplementary Figs. 1 c,d and 2 a,b).
Table 2

List of yeast gene deletions that suppress (PR)50 toxicity.

Yeast GeneDeletionSuppress(GR)100toxicityFunctionHumanOrtholog(s)
dhh1ΔyesCytoplasmic DExD/H-box helicase; may have a role in mRNA exportDDX6
efg1ΔyesNucleolar protein required for maturation of 18S rRNA
gtr1ΔnoGTP binding protein, negative regulator of Ran/Tc4 GTPase cycleRRAGA / RRAGB
nsr1ΔyesNucleolar protein required for ribosome biogenesisNCL
pfk1ΔyesAlpha subunit of phosphofructokinase involved in glycolysisPFKP
sgo1Δnot testedComponent of the spindle checkpointSGOL1
ski8ΔyesProtein involved in exosome mediated 3' to 5' mRNA degradationWDR61
ssd1Δnot testedTranslational repressor, affects mRNA localizationDISL3L2
stp1ΔyesActivates transcription of amino acid permease genes
tsr1ΔyesRequired for 20S pre-rRNA processing in the cytoplasmTSR1
uaf30ΔyesSubunit of UAF (upstream activation factor) complexSMARCD1
ubr2ΔyesCytoplasmic ubiquitin-protein ligase (E3)UBR1
vma16ΔyesSubunit of the vacuolar ATPase; vacuole acidificationATP6V0B
ypt6ΔyesRab family GTPase involved in the secretory pathwayRAB6
ykl151cΔnot testedNADHX dehydratase; converts (S)-NADHX to NADHCARKD
ynl198cΔyesUnknown function
Combining the results from both gain- and loss-of-function screens, we found a striking enrichment in genes functioning in nucleocytoplasmic transport using gene ontology analysis (P=5.9E−4) (Fig. 1g). Six of the strongest modifier genes from the plasmid overexpression screen encode highly conserved members of the karyopherin family of nuclear import proteins (Fig. 1d). We performed immunocytochemistry to define the impact of the karyopherins on (PR)50 localization. Upregulation of karyopherins rescued toxicity but did not alter localization or levels of the DPRs (Supplementary Fig. 1 b,c). Thus, the DPRs could interfere with nucleocytoplasmic transport per se (perhaps by interacting with karyopherin proteins or the nuclear pore directly), rather than specifically affecting the localization of the DPRs. We identified yeast MTR10 as a suppressor of (PR)50 toxicity. Mtr10p is an import receptor, which mediates the nuclear import of SR proteins and their bound mRNAs and RNA-binding proteins[15]. It has been proposed that arginine-rich C9orf72 DPRs compete with SR proteins for binding to ribonucleoprotein granules[7]. Our genetic results suggest a possible way to overcome this blockade by upregulating the SR protein import receptor. We also identified KAP104, the yeast homolog of karyopherin β2 (also called transportin 1), which mediates nuclear import of the ALS disease protein FUS/TLS (Fig. 1d). ALS-associated mutations in the FUS/TLS nuclear localization signal (NLS) are known to disrupt karyopherin β2-mediated nuclear import[16] and disturbances in nuclear import are a pathological feature of FTD cases with FUS pathology (FTD-FUS)[17]. Because upregulation of yeast karyopherin genes were among the strongest suppressors of (PR)50 toxicity in our yeast screen, it suggests that strategies to boost production or enhance function of karyopherin proteins could be a therapeutic strategy to protect against C9orf72 DPR proteotoxicity. We performed experiments to rescue (PR)50 toxicity in primary rodent neurons with KPNA3 (human homolog of yeast KAP122, one of the strongest upregulation suppressors of (PR)50 toxicity). We used lentivirus to infect rodent primary cortical neurons with a construct expressing (PR)50. This was highly toxic, consistent with previous reports (Fig. 3a). Co-infection with a lentivirus encoding KPNA3 more than doubled the survival of neurons expressing (PR)50, compared to co-infection with a GFP-expressing virus (Fig. 1h). KPNA3 upregulation did not affect the levels or distribution of (PR)50 (Supplementary Fig. 3) and did not completely rescue toxicity; consistent with other modifiers (e.g., additional karyopherins or even other pathways) probably contributing to toxicity. Beyond karyopherins, we identified other genetic modifiers that underscore nuclear import and export as a critical target of DPRs (Fig. 1g). These include NDC1, a key component of the nuclear pore complex, and regulators of the Ran-GTPase cycle, which generates the energy to power nuclear import. Upregulation of SRM1, the yeast homolog of human RCC1, the ran guanine-nucleotide exchange factor, enhanced (PR)50 toxicity. Targeting this regulator may permit modulation of Ran-GTP levels to overcome nuclear transport defects caused by C9orf72 DPRs. Our genetic results are consistent with arginine-rich C9orf72 DPRs disrupting nucleocytoplasmic transport. As a first step to validate this result in human disease, we next analyzed neurons derived from 3 control subjects and 2 C9orf72 mutation carriers. We directly converted fibroblasts into neurons (induced neurons; iNs) using proneural transcription factors Ngn2 and Ascl1, similar to previously described methods[18]. We examined the integrity of nucleocytoplasmic transport in human iNs by quantifying the nuclear/cytoplasmic localization of RCC1, a Ran guanine nucleotide exchange factor. RCC1 is the human homolog of SRM1 identified in our overexpression screen as an enhancer of (PR)50 toxicity. In control iNs, RCC1 was strongly localized to the nucleus. However, 70–80% of the C9orf72-carrier iNs had either no or only very weak nuclear RCC1 compared to cytoplasmic staining (Fig. 1 i,j). We also examined the localization of five other proteins implicated in nucleocytoplasmic transport (LmnB, TPNO3, KPNA3, RanGap1, and XPO5), but did not observe major differences in C9orf72-carrier iNs compared to controls (Supplementary Fig. 4). Future studies will be required to further define the effect of C9orf72 mutations on nucleocytoplasmic transport in human cells and in animal models[19]. In addition to the nuclear import and export proteins, we identified several genes involved in ribosomal RNA (rRNA) processing as potent modifiers of PR toxicity. Dramatic disruptions in rRNA biogenesis by C9orf72 DPRs have previously been reported[7,20] but whether these defects were cause or consequence of DPR toxicity was unclear. Our data demonstrating potent rescue of DPR toxicity by genetic manipulation of rRNA processing machinery indicate that rRNA processing pathway alterations are a critical component of DPR toxicity and, importantly, can be overcome by restoring rRNA processing machinery function. Intriguingly, we identified NSR1 as a strong modifier of (PR)50 toxicity – deletion suppressed toxicity (Table 2) and upregulation enhanced toxicity (Table 1). NSR1 encodes the yeast homolog of human nucleolin, a nucleolar protein whose disruption has been recently implicated in c9FTD/ALS pathogenesis[20]. Because the arginine-rich DPRs GR and PR may promote toxicity through a common pathway, we next examined the effects of some of the strongest (PR)50 toxicity modifiers in yeast expressing GR. We tested 12 of 16 deletion suppressors from the (PR)50 screen and 11 out of 12 of these suppressed (GR)100 toxicity (Table 2). (GR)100 toxicity in the W303 strain background was not sufficient to test the suppressors and enhancers from the overexpression screen (data not shown). Future comprehensive screens for modifiers of (GR)100 toxicity (as well as the other DPRs, such as GA, GP, and PA) will hopefully provide even further insight into shared and distinct mechanisms of DPR toxicity. Using two unbiased genetic screens in yeast, we identified a network of potent modifiers of C9orf72 DPR toxicity. These modifiers, especially the gene deletions that suppress toxicity, could point to a druggable target that antagonizes DPR toxicity in c9FTD/ALS. Beyond potential drug targets, the modifiers suggest hypotheses about mechanisms of DPR toxicity (e.g., impairments in nucleocytoplasmic transport (both import and export; Fig. 1g).

Online Methods

Yeast Strains, Media, and Plasmids

Yeast cells were grown in rich media (YPD) or in synthetic media lacking uracil and containing 2% glucose (SD-Ura), raffinose (SRaf-Ura), or galactose (SGal-Ura). To generate C9orf72 dipeptide expression constructs (PR)50, (PA)50, (GA)50 and (GR)50 we utilized codon-optimized DPR sequences using Mfold software to minimize the formation of stable RNA secondary structures. ATG-DPR-FLAG constructs were synthesized by Genscript (Piscataway, USA) and were flanked by attB sites. Constructs were further subcloned into a pDONR221 plasmid and subsequently used in Gateway LR reactions with pAG416GAL-ccdB or pAG303GAL-ccdB to produce yeast expression vectors. All constructs were verified by DNA sequencing. pAG416GAL-DPR constructs were transformed into Y7092 strain. pAG303GAL-DPR constructs were transformed into W303 strain. Strains were manipulated and media prepared using standard techniques.

Yeast transformation and spotting assays

Yeast procedures were performed according to standard protocols. We used the PEG/lithium acetate method to transform yeast with plasmid DNA. For spotting assays, yeast cells were grown overnight at 30°C in liquid media containing SRaf-Ura until they reached log or mid-long phase. Cultures were then normalized for OD600, serially diluted and spotted with a Frogger (V&P Scientific) onto synthetic solid media containing glucose (SD-Ura) or galactose (SGal-Ura) lacking uracil and were grown at 30°C for 2–3 days.

Yeast Genetic screens

The yeast FLEXGene collection was used to perform the genome-wide plasmid overexpression screen[21]. Plasmid DNA from the expression clones were isolated using the Plasmid Plus 96 miniprep kit (Qiagen). DNA was dried in individual wells of 96-well microtiter plates and transformed into a strain expressing (PR)50 integrated at the HIS3 locus. A standard lithium acetate transformation protocol was modified for automation and used by employing a BIOROBOT Rapidplate 96-well pipettor (Qiagen). The transformants were grown in synthetic deficient media lacking uracil (SD-Ura) with glucose overnight. The overnight cultures were inoculated into fresh SD-Ura media with raffinose and allowed to reach stationary phase. The cells were spotted on to SD-Ura + glucose and SD-Ura + galactose agar plates. Suppressors of (PR)50 induced toxicity were identified on galactose plates after 2–3 days of growth at 30°C. We repeated the screen two independent times and candidate modifier genes were retested at least three times to confirm their authenticity. To exclude false-positive enhancer genes caused by a general inhibition of growth unrelated to (PR)50 expression, these genes were transformed into wild type yeast cells and their effect on growth determined. We used synthetic genetic array (SGA) analysis to identify nonessential yeast deletions that modify C9orf72 dipeptide toxicity. We performed this screen essentially as described in[22], with some modifications using a Singer RoToR HAD (Singer Instruments). We mated MATα strain expressing (PR)50 dipeptide under galactose promoter to the yeast haploid deletion collection of nonessential genes (MATa, each gene deleted with KanMX cassette conferring resistance to G418). Following diploid selection and sporulation, we selected haploids carrying both deletion and (PR)50 expression cassette. Colony sizes were measured using the ht-colony-measurer software[23]. The raw values were normalized by dividing them by the median colony size of the plate. We performed the entire screen two independent times and confirmed each of the candidate modifier genes at least two times to confirm their authenticity. We tested effects of the deletions on (PR)50 expression levels. Some modifiers lowered levels of (PR)50 (e.g., dhh1Δ, gtr1Δ, sgo1Δ, ski8Δ, stp1Δ and uaf30Δ) (Supplementary Fig. 1c). Deletion of these 6 genes did not have any effect on levels of YFP expressed under the same promoter (Supplementary Fig. 1d) and 5 out of 6 of them had no effect on toxicity of α–syn or TDP-43 (Supplementary Fig. 2 a,b and data not shown). One (PR)50 toxicity suppressor, ski8Δ, also suppressed TDP-43 toxicity (Supplementary Fig. 2a) but had no effect on α–syn toxicity (Supplementary Fig. 2b). These modifiers represent an interesting class, which might regulate expression levels or stability of this DPR specifically. Regulating levels of toxic neurodegenerative disease proteins is emerging as an important way to combat their toxicity. Finally, one modifier, ubr2Δ, suppressed toxicity of all three toxic proteins ((PR)50, TDP-43, and α–syn). This gene encodes an E3 ubiquitin ligase, perhaps pointing to a common way to mitigate toxicity from diverse aggregation-prone disease proteins.

Immunocytochemistry in yeast cells

For immunocytochemistry yeast was induced in 2% galactose for 5 hours and then fixed with 4% paraformaldehyde for 1 hour at room temperature. Cells were collected by centrifugation, washed twice with PBS, and resuspended in 1ml of solution A (0.5 mM MgCl2, 1.2 M sorbitol, 40 mM K3PO4, pH 6.5). To generate spheroplasts we added 10 µl of β-mercaptoethanol and 25 µl if 10 mg/ml lyticase for 15 min at 37°C. Spheroplasted cells were collected by centrifugation, washed once with 1 ml of PBS, once with 1 ml of solution A and resuspeded in 250 µl of PBS+BSA (1× PBS, 1 mg/ml BSA). 150 µl of cell suspension was incubated on Superfrost Plus slides (Fisher) for 5 min and blocked with 50 µl of PBS+BSA for 30 min at room temperature. Cells were then incubated with anti-FLAG antibody (1:100, Sigma #F1804), washed 3 times with PBS, incubated with anti-mouse secondary antibody (1:800, Invitrogen #21203) and washed 3 times with PBS. Samples were mounted using ProLong Gold with DAPI (Life Technologies).

Functional enrichment analysis

Functional enrichment analysis was performed with the Functional Annotation Chart tool of DAVID v. 6.7[24] using the S. cerevisiae genome as background[24].

Mouse primary neuron culture

All mouse experiments were performed in compliance with Stanford Administrative Panel on Laboratory Animal Care guidelines and regulations. E17 mouse cortical neurons were isolated using Papain Dissociation System (Worthington Biochemicals, #LK003150), plated on poly-L-lysine coated plates and grown in neurobasal medium supplemented with B-27 (Invitrogen) and glutamine. At DIV4 neurons were transduced with lentiviruses encoding GFP, (PR)50 or KPNA3, under conditions that conferred transduction efficiency of 95%. 5 days post-infection neuronal survival was assessed by NeuN (1:1000, Millipore #MAB377) counting. Experiment assessing the effects of KPNA3 upregulation on (PR)50 toxicity in mouse neurons was repeated three independent times. In each experiment, neuronal survival was assessed in minimum 6 separate wells for each condition. All images were obtained and neuronal numbers assessed in a blinded fashion.

Direct conversion of human dermal fibroblasts into induced neurons (iN)

Primary human dermal fibroblasts from 3 healthy control patients and 2 C9orf72-ALS patients were obtained from Coriell Institute[25] and the University Hospital Erlangen. Fibroblasts were cultured in DMEM medium containing 15% FBS and 0.1% NEAA (all Gibco). Direct Ngn2 and Ascl1-based conversion was performed similar to previously described[18,26]. Briefly, the cells were lentivirally transduced with pLVX-EtO and pLVXTP-N2A and further passaged in the presence of G418 (200 µg/ml Gibco) and puromycin (1 µg/ml; Sigma-Aldrich) in tetracycline-free FBS-containing media. To generate induced neurons the media was changed to induced neuron conversion media for 3 weeks and changed every 3 days. Induced neuron conversion media is based on DMEM:F12/Neurobasal (1:1 v/v) and contains the following supplements: N2 supplement and B27 supplement (both 1×; Gibco), doxycycline (2 µg/ml, Sigma-Aldrich), Laminin (1 µg/ml, life technologies), dibutyryl cyclic-AMP (500 µg/ml, Sigma-Aldrich), human recombinant noggin (150 ng/ml; Preprotech), LDN-193189 (0.5 µM; Cayman Chemical Co) and A83-1 (0.5 µM; Stemgent), CHIR99021 (3 µM, LC Laboratories), Forskolin (5 µM, LC Laboratories) and SB-431542 (10 µM; Cayman Chemical Co). For maturation, iN cells were gently transferred on top of a monolayer culture of mouse astrocytes[27] and further cultured for one weeks (4 weeks total) in induced neuron maturation media containing the supplements GDNF, BDNF (both 20 ng/ml, R&D), dibutyryl cyclic-AMP (500 µg/ml, Sigma-Aldrich), doxycycline (2 µg/ml, Sigma-Aldrich) and laminin (1 µg/ml, life technologies) and subsequently fixed with 4% PFA. iNeurons were labelled with anti-RCC1 (1:50, Santa Cruz Biotechnology, #sc-1161), anti-TUJ1 (1:3000, Millipore), anti-lamin B (1:100, Santa Cruz Biotechnology, #sc-6217), RanGAP1 (1:50, Santa Cruz Biotechnology, #sc-25630), anti-exportin 5 (1:100, Bethyl Laboratories, A303-991A), anti-TNPO3 (1:100, Abcam, #ab54353), anti-KPNA3 (1:100, Everest Biotech, #EB06237). All images were obtained and analyzed in a blinded fashion.
  27 in total

1.  Characterization of the dipeptide repeat protein in the molecular pathogenesis of c9FTD/ALS.

Authors:  Mai Yamakawa; Daisuke Ito; Takao Honda; Ken-ichiro Kubo; Mariko Noda; Kazunori Nakajima; Norihiro Suzuki
Journal:  Hum Mol Genet       Date:  2014-11-14       Impact factor: 6.150

2.  Neuronal medium that supports basic synaptic functions and activity of human neurons in vitro.

Authors:  Cedric Bardy; Mark van den Hurk; Tameji Eames; Cynthia Marchand; Ruben V Hernandez; Mariko Kellogg; Mark Gorris; Ben Galet; Vanessa Palomares; Joshua Brown; Anne G Bang; Jerome Mertens; Lena Böhnke; Leah Boyer; Suzanne Simon; Fred H Gage
Journal:  Proc Natl Acad Sci U S A       Date:  2015-04-13       Impact factor: 11.205

3.  Neurodegeneration. C9ORF72 repeat expansions in mice cause TDP-43 pathology, neuronal loss, and behavioral deficits.

Authors:  Jeannie Chew; Tania F Gendron; Mercedes Prudencio; Hiroki Sasaguri; Yong-Jie Zhang; Monica Castanedes-Casey; Chris W Lee; Karen Jansen-West; Aishe Kurti; Melissa E Murray; Kevin F Bieniek; Peter O Bauer; Ena C Whitelaw; Linda Rousseau; Jeannette N Stankowski; Caroline Stetler; Lillian M Daughrity; Emilie A Perkerson; Pamela Desaro; Amelia Johnston; Karen Overstreet; Dieter Edbauer; Rosa Rademakers; Kevin B Boylan; Dennis W Dickson; John D Fryer; Leonard Petrucelli
Journal:  Science       Date:  2015-05-14       Impact factor: 47.728

4.  Systematic genetic analysis with ordered arrays of yeast deletion mutants.

Authors:  A H Tong; M Evangelista; A B Parsons; H Xu; G D Bader; N Pagé; M Robinson; S Raghibizadeh; C W Hogue; H Bussey; B Andrews; M Tyers; C Boone
Journal:  Science       Date:  2001-12-14       Impact factor: 47.728

5.  Uncoupling of the hnRNP Npl3p from mRNAs during the stress-induced block in mRNA export.

Authors:  H Krebber; T Taura; M S Lee; P A Silver
Journal:  Genes Dev       Date:  1999-08-01       Impact factor: 11.361

6.  Antisense proline-arginine RAN dipeptides linked to C9ORF72-ALS/FTD form toxic nuclear aggregates that initiate in vitro and in vivo neuronal death.

Authors:  Xinmei Wen; Wenzhi Tan; Thomas Westergard; Karthik Krishnamurthy; Shashirekha S Markandaiah; Yingxiao Shi; Shaoyu Lin; Neil A Shneider; John Monaghan; Udai B Pandey; Piera Pasinelli; Justin K Ichida; Davide Trotti
Journal:  Neuron       Date:  2014-12-17       Impact factor: 17.173

7.  A strategy for extracting and analyzing large-scale quantitative epistatic interaction data.

Authors:  Sean R Collins; Maya Schuldiner; Nevan J Krogan; Jonathan S Weissman
Journal:  Genome Biol       Date:  2006       Impact factor: 13.583

8.  C9orf72 FTLD/ALS-associated Gly-Ala dipeptide repeat proteins cause neuronal toxicity and Unc119 sequestration.

Authors:  Stephanie May; Daniel Hornburg; Martin H Schludi; Thomas Arzberger; Kristin Rentzsch; Benjamin M Schwenk; Friedrich A Grässer; Kohji Mori; Elisabeth Kremmer; Julia Banzhaf-Strathmann; Matthias Mann; Felix Meissner; Dieter Edbauer
Journal:  Acta Neuropathol       Date:  2014-08-14       Impact factor: 17.088

9.  C9orf72 repeat expansions cause neurodegeneration in Drosophila through arginine-rich proteins.

Authors:  Sarah Mizielinska; Sebastian Grönke; Teresa Niccoli; Charlotte E Ridler; Emma L Clayton; Anny Devoy; Thomas Moens; Frances E Norona; Ione O C Woollacott; Julian Pietrzyk; Karen Cleverley; Andrew J Nicoll; Stuart Pickering-Brown; Jacqueline Dols; Melissa Cabecinha; Oliver Hendrich; Pietro Fratta; Elizabeth M C Fisher; Linda Partridge; Adrian M Isaacs
Journal:  Science       Date:  2014-08-07       Impact factor: 47.728

10.  Aggregation-prone c9FTD/ALS poly(GA) RAN-translated proteins cause neurotoxicity by inducing ER stress.

Authors:  Yong-Jie Zhang; Karen Jansen-West; Ya-Fei Xu; Tania F Gendron; Kevin F Bieniek; Wen-Lang Lin; Hiroki Sasaguri; Thomas Caulfield; Jaime Hubbard; Lillian Daughrity; Jeannie Chew; Veronique V Belzil; Mercedes Prudencio; Jeannette N Stankowski; Monica Castanedes-Casey; Ena Whitelaw; Peter E A Ash; Michael DeTure; Rosa Rademakers; Kevin B Boylan; Dennis W Dickson; Leonard Petrucelli
Journal:  Acta Neuropathol       Date:  2014-08-31       Impact factor: 17.088

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  274 in total

1.  Neurodegenerative disease: C9orf72 repeats compromise nucleocytoplasmic transport.

Authors:  Marka van Blitterswijk; Rosa Rademakers
Journal:  Nat Rev Neurol       Date:  2015-11-03       Impact factor: 42.937

2.  Neurodegeneration: Problems at the nuclear pore.

Authors:  Bennett W Fox; Randal S Tibbetts
Journal:  Nature       Date:  2015-08-26       Impact factor: 49.962

Review 3.  Epigenetics in amyotrophic lateral sclerosis: a role for histone post-translational modifications in neurodegenerative disease.

Authors:  Seth A Bennett; Royena Tanaz; Samantha N Cobos; Mariana P Torrente
Journal:  Transl Res       Date:  2018-10-12       Impact factor: 7.012

4.  Exercise attenuates age-associated changes in motoneuron number, nucleocytoplasmic transport proteins and neuromuscular health.

Authors:  Ashley Gillon; Kathrine Nielsen; Charlotte Steel; Jon Cornwall; Philip Sheard
Journal:  Geroscience       Date:  2018-05-07       Impact factor: 7.713

Review 5.  New pathologic mechanisms in nucleotide repeat expansion disorders.

Authors:  C M Rodriguez; P K Todd
Journal:  Neurobiol Dis       Date:  2019-06-21       Impact factor: 5.996

6.  Does SCFD1 rs10139154 Polymorphism Decrease Alzheimer's Disease Risk?

Authors:  Polyxeni Stamati; Vasileios Siokas; Athina-Maria Aloizou; Emmanouil Karampinis; Stylianos Arseniou; Valerii N Rakitskii; Aristidis Tsatsakis; Demetrios A Spandidos; Illana Gozes; Panayiotis D Mitsias; Dimitrios P Bogdanos; Georgios M Hadjigeorgiou; Efthimios Dardiotis
Journal:  J Mol Neurosci       Date:  2019-07-02       Impact factor: 3.444

7.  C9orf72 Dipeptide Repeats Cause Selective Neurodegeneration and Cell-Autonomous Excitotoxicity in Drosophila Glutamatergic Neurons.

Authors:  Wangchao Xu; Jin Xu
Journal:  J Neurosci       Date:  2018-07-23       Impact factor: 6.167

8.  Phase Separation of Toxic Dipeptide Repeat Proteins Related to C9orf72 ALS/FTD.

Authors:  Hamidreza Jafarinia; Erik van der Giessen; Patrick R Onck
Journal:  Biophys J       Date:  2020-07-16       Impact factor: 4.033

Review 9.  Encoding activities of non-coding RNAs.

Authors:  Yanan Pang; Chuanbin Mao; Shanrong Liu
Journal:  Theranostics       Date:  2018-03-28       Impact factor: 11.556

Review 10.  Role of the C9ORF72 Gene in the Pathogenesis of Amyotrophic Lateral Sclerosis and Frontotemporal Dementia.

Authors:  Zongbing Hao; Rui Wang; Haigang Ren; Guanghui Wang
Journal:  Neurosci Bull       Date:  2020-08-29       Impact factor: 5.203

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