Jose R Hombrebueno1,2, Lauren Cairns1, Louise R Dutton1, Timothy J Lyons1,3, Derek P Brazil1, Paul Moynagh1,4, Tim M Curtis1, Heping Xu1. 1. Wellcome-Wolfson Institute for Experimental Medicine, School of Medicine, Dentistry and Biomedical Sciences, Queen's University Belfast, Belfast, United Kingdom. 2. Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, United Kingdom . 3. Division of Endocrinology and Diabetes, Medical University of South Carolina, Charleston, South Carolina, USA. 4. Institute of Immunology, Department of Biology, National University of Ireland Maynooth, Maynooth, County Kildare, Ireland.
Abstract
Mitochondrial quality control (MQC) is crucial for regulating CNS homeostasis, and its disruption has been implicated in the pathogenesis of some of the most common neurodegenerative diseases. In healthy tissues, the maintenance of MQC depends upon an exquisite balance between mitophagy (removal of damaged mitochondria by autophagy) and biogenesis (de novo synthesis of mitochondria). Here, we show that mitophagy is disrupted in diabetic retinopathy (DR) and decoupled from mitochondrial biogenesis during the progression of the disease. Diabetic retinas from human postmortem donors and experimental mice exhibit a net loss of mitochondrial contents during the early stages of the disease process. Using diabetic mitophagy-reporter mice (mitoQC-Ins2Akita) alongside pMitoTimer (a molecular clock to address mitochondrial age dynamics), we demonstrate that mitochondrial loss arose due to an inability of mitochondrial biogenesis to compensate for diabetes-exacerbated mitophagy. However, as diabetes duration increases, Pink1-dependent mitophagy deteriorates, leading to the build-up of mitochondria primed for degradation in DR. Impairment of mitophagy during prolonged diabetes is linked with the development of retinal senescence, a phenotype that blunted hyperglycemia-induced mitophagy in mitoQC primary Müller cells. Our findings suggest that normalizing mitochondrial turnover may preserve MQC and provide therapeutic options for the management of DR-associated complications.
Mitochondrial quality control (MQC) is crucial for regulating CNS homeostasis, and its disruption has been implicated in the pathogenesis of some of the most common neurodegenerative diseases. In healthy tissues, the maintenance of MQC depends upon an exquisite balance between mitophagy (removal of damaged mitochondria by autophagy) and biogenesis (de novo synthesis of mitochondria). Here, we show that mitophagy is disrupted in diabetic retinopathy (DR) and decoupled from mitochondrial biogenesis during the progression of the disease. Diabetic retinas from human postmortem donors and experimental mice exhibit a net loss of mitochondrial contents during the early stages of the disease process. Using diabetic mitophagy-reporter mice (mitoQC-Ins2Akita) alongside pMitoTimer (a molecular clock to address mitochondrial age dynamics), we demonstrate that mitochondrial loss arose due to an inability of mitochondrial biogenesis to compensate for diabetes-exacerbated mitophagy. However, as diabetes duration increases, Pink1-dependent mitophagy deteriorates, leading to the build-up of mitochondria primed for degradation in DR. Impairment of mitophagy during prolonged diabetes is linked with the development of retinal senescence, a phenotype that blunted hyperglycemia-induced mitophagy in mitoQC primary Müller cells. Our findings suggest that normalizing mitochondrial turnover may preserve MQC and provide therapeutic options for the management of DR-associated complications.
Diabetic retinopathy (DR) is a leading cause of blindness in the working-age population (1, 2). It is characterized by a progressive dysfunction of the retinal neurons, glial cells, and microvasculature, leading to abnormal vessel proliferation and vascular leakage that threaten vision (3). Although the pathological hallmarks of DR are well defined, how sustained hyperglycemia leads to retinal neurovascular dysfunction remains to be elucidated. The pathogenesis of DR is complex and driven by a multitude of factors in addition to hyperglycemia, including oxidative stress, dyslipidaemia, and chronic parainflammation (4). Current therapies for DR remain unsatisfactory and focus mainly on targeting the end-stages of the disease process (5). Consequently, there is an urgent need to develop new interventions — particularly those that are able to prevent the initiation and development of this condition.A growing body of evidence suggests that mitochondrial dysfunction plays a pivotal role in the early pathogenesis of DR. For example, mitochondrial DNA (mtDNA) damage, mitochondrial overproduction of ROS, and inefficient mtDNA repair mechanisms have been implicated both in the humandiabetic retina and animal models of DR (6). At the ultrastructural level, mitochondrial damage in retinal endothelial cells and neurons during DR is evidenced by the presence of vacuolated mitochondria with disruption of the lamellar cristae (7). Mitochondrial changes have also been observed in retinal cell cultures maintained under hyperglycemia, as shown by increased mitochondrial fragmentation and reduced oxygen consumption rates (8). The accumulation of damaged mitochondria disrupts normal tissue homeostasis and leads to exacerbated oxidative stress, energy deficits, and eventual cell apoptosis (9).The maintenance of a healthy mitochondrial network within cells depends upon mitochondrial quality control (MQC) mechanisms, which regulate the balance between mitophagy (autophagic removal of damaged mitochondria) and biogenesis (de novo synthesis of mitochondria) (10). Mitophagy typically occurs in damaged mitochondria upon dissipation of the mitochondrial membrane potential (ψm), leading to stabilization of Pink1 at the outer mitochondrial membrane (OMM). This primes mitochondria for autophagy via activation of the E3-ubiquitin ligase Parkin (11, 12). Mitochondrial biogenesis is a dynamic process that is regulated in response to cellular metabolic demands and increases following the induction of mitophagy (13). Although several effectors are involved, PGC-1α and mitochondrial transcription factor A (TFAM) are critical in driving the replication of mtDNA and synthesis of proteins encoded in its genome (13).The disruption of MQC has recently been implicated as a major cause of neurovascular pathology in a number of neurodegenerative disorders, including Parkinson’s and Alzheimer’s diseases (14). Here, we show for the first time to our knowledge that mitophagy is dysregulated and uncoupled from mitochondrial biogenesis during the progression of DR.
Results
Mitochondrial contents change during the progression of DR in human and murine retinas.
We first investigated mitochondrial contents in human retinas from nondiabetic (ND) subjects, from people with diabetes but no retinopathy (DNR), and from people with DR, using Cox4 antibody. Overall, compared with ND, Cox4 levels were lower in DNR but elevated in DR (Figure 1A). Quantitative analysis of Cox4 in specific retinal layers of DNR subjects revealed a significant reduction within synaptic processes of the outer plexiform layer (OPL) as compared with ND (Figure 1, B and C). Cox4 was also significantly reduced in the inner segments (IS) of cone photoreceptors in DNR (Figure 1B), further revealing mitochondrial morphological alterations in DNR subjects, including mitochondrial redistribution throughout the IS (Figure 1D) and abnormal fragmentation (Figure 1D). No changes were observed in Cox4 levels at the inner plexiform layer (IPL) of DNR (Figure 1B). Interestingly, Cox4 contents were not reduced in DR subjects, displaying instead a significant increase in OPL and IPL (Figure 1, A–C).
Figure 1
Cox4+ mitochondrial contents shift during the progression of diabetes in human retinas.
(A) Retinal micrographs of human retinas from nondiabetic (ND), diabetic with no retinopathy (DNR), and diabetic retinopathy (DR) individuals processed for Cox4 immunostaining. (B) The mean fluorescence intensities (MFI) of Cox4 in photoreceptor IS, OPL, and IPL of ND (n = 3 eyes), DNR (n = 5 eyes), and DR (n = 2 eyes) individuals (n = 16 technical replicates per donor eye were used). Data are presented in box-and-whisker plots. (C and D) Retinal micrographs from ND, DNR, and DR individuals processed for Cox4 and cone arrestin immunostaining in (C) photoreceptor synaptic terminals and (D) photoreceptor IS. (C) Loss (open arrowheads) and gain (closed arrowheads) of mitochondrial contents in cone photoreceptor synaptic terminals. (D) Redistribution (arrow) and fragmentation (arrowheads) of Cox4+ mitochondria in cone photoreceptor IS. **P < 0.01, ***P < 0.001. One-way ANOVA with Bonferroni’s correction for multiple comparisons. IS, photoreceptor inner segments; ONL, outer nuclear layer; OPL, outer plexiform layer; IPL, inner plexiform layer; GCL, ganglion cell layer. Scale bars: 40 μm (A), 10 μm (C and D).
To provide a basis for better understanding why mitochondrial contents shift during the course of diabetes, we examined whether these changes are recapitulated in a preclinical model of type-1 diabetes. Cox4 levels were investigated in 2- and 8-month-old hyperglycemic Ins2mice, which exhibit mild to severe retinal neurovascular dysfunction at these time points, respectively (15–17). Cox4 immunoblots revealed loss of mitochondrial contents in 2-month hyperglycemic Ins2mice (Figure 2A). Immunohistochemical analysis revealed a specific decrease of Cox4 at the outer (IS-OPL) but not inner retinal layers (from inner nuclear [INL] to ganglion cell layer [GCL]; Figure 2, B and D). In contrast, Cox4 contents were unaffected in 8-month-old hyperglycemic Ins2mice (Figure 2, A, C, and E). This change of mitochondrial contents at the outer retina of Ins2mice included photoreceptors (as assessed specifically in IS and OPL layers; Supplemental Figure 1; supplemental material available online with this article; https://doi.org/10.1172/jci.insight.129760DS1) and Müller cells, given the enrichment of mitochondria within glutamine synthase–positive processes across the ONL (Supplemental Figure 2). Taken together, our data suggest that mitochondrial contents decline at the outer retina of human and Ins2mice at the early stages of diabetes but increase during the development of DR. This was clearly established using immunostaining against TOMM20 (a translocator of the OMM), which delineated the whole mitochondrial network at the outer retina (Figure 2, F–I).Moreover, no changes of Cox4 mRNA levels (Cox4i1 and Cox4i2 isoforms) were detected in 2-month and 8-month-old hyperglycemic Ins2 retinas (as compared with age-matched controls, Supplemental Figure 3), suggesting that mitochondrial changes occur due to an altered mitochondrial turnover in diabetes.
Figure 2
Mitochondrial contents shift during the progression of diabetes in Ins2 mouse retinas.
(A) Example immunoblot and quantification of Cox4 in retinal lysates of 2-month and 8-month hyperglycemic Ins2 and age-matched WT mice. Data were normalized to β-actin loading controls. (B and C) Retinal micrographs of 2-month (B) and 8-month (C) hyperglycemic Ins2 and age-matched WT mice processed for Cox4 immunostaining. (D and E) The mean fluorescence intensities (MFI) of Cox4 at the IS-OPL and INL-GCL of 2-month (D) and 8-month (E) hyperglycemic Ins2 and age-matched WT mice. (F and G) Retinal micrographs of 2-month (F) and 8-month (G) hyperglycemic Ins2 and age-matched WT mice processed for TOMM20 immunostaining. (H and I) The densities of TOMM20+ mitochondria at the IS-OPL of 2-month (H) and 8-month (I) hyperglycemic Ins2 and age-matched WT mice. WT (white bars), Ins2 (gray bars); n = 5–8 eyes per strain. Results presented as mean ± SEM. *P < 0.05, **P < 0.01, 2-sided unpaired Student’s t test. IS, photoreceptor inner segments; ONL, outer nuclear layer; OPL, outer plexiform layer; IPL, inner plexiform layer; GCL, ganglion cell layer. Scale bar: 40 μm (B and C), 20 μm (G).
Exacerbated mitophagy occurs in Ins2Akita/+ retinas at early stages of diabetes.
To determine why mitochondrial contents are reduced at the early stages of diabetes, we investigated mitochondrial biogenesis and mitophagy in 2-month-old hyperglycemic Ins2 retinas. Mitochondrial biogenesis was evaluated by assessing 2 of the main effectors that regulate mtDNA transcription — namely, PGC-1α and TFAM (13). No significant changes in the protein levels of PGC-1α were observed in 2-month-old hyperglycemic Ins2 retinas (Supplemental Figure 4, A–C). TFAM immunostaining in WT mice revealed enrichment of mitochondrial nucleoids (where mtDNA is packaged into discrete mtDNA-protein complexes) (18) throughout the retina, but no significant changes in their density were observed at the IS-OPL (Supplemental Figure 4, D–F). In addition, no mtDNA damage (Supplemental Figure 4G) or variations in mtDNA copy number (Supplemental Figure 4H) were detected, supporting the absence of changes in mitochondrial biogenesis.To unambiguously investigate mitophagy in the diabetic retina, we generated Ins2 mitophagy-reporter mice (mitoQC), by mating mitoQC (19) with Ins2mice (Figure 3A). In line with a recent report (19), mitophagy was mostly detected at the outer retina, as verified by high mitolysosome density (mCherry-only foci) in the IS-OPL of ND mitoQC mice (Figure 3A). Diabetes amplified mitophagy at the outer retina, as indicated by a significant increase of mitolysosomes in 2-month hyperglycemic mitoQC mice (Figure 3, A and B). These findings were further supported by analysis of Pink1 (a primary effector for the autophagic degradation of mitochondria in lysosomes; ref. 11) in retinal lysates (Figure 3, C–F). In healthy polarized mitochondria, Pink1 (full-length Pink1; FL-Pink1) shuttles to the mitochondrial matrix and is rapidly cleaved by presenilin-associated rhomboid-like protein (PARL) into N-terminal–cleaved Pink1 (ΔN-Pink1) (20). However, upon dissipation of Ψm, the internalization of FL-Pink1 within mitochondria is prevented, and it stabilizes at the OMM, triggering the onset of mitophagy. Consistent with the increased levels of mitophagy in diabetic retinas, Pink1 levels were shifted toward its immature form, as shown by a significant elevation in the FL-Pink1/ΔN-Pink1 ratio (Figure 3, C–E). Further validation was carried out by immunohistochemical approaches. As an index of Pink1-dependent mitophagy, we assessed the percentage of Pink1+ puncta colocalizing with LAMP1+ lysosomes, and it was found to increase in the outer retina of 2-month hyperglycemic Ins2mice (Supplemental Figure 5). Mitophagy depends on an efficient autophagic flux, and this appeared to be increased at the outer retina of 2-month-old hyperglycemic Ins2mice (based on similar Lc3b+ autophagosomes but reduced levels of the autophagy substrate p62/SQTSM1; Supplemental Figure 6, A, B, E, F, I, and J) (21). Overall, our data strongly suggest that exacerbated Pink1-dependent mitophagy (together with normal mitochondrial biogenesis) underlies the reduction of mitochondrial contents at the outer retina of Ins2mice during the early stages of diabetes.
Figure 3
Increased mitophagy at the outer retina of 2-month hyperglycemic Ins2 mice.
(A) Confocal photomicrographs showing mitolysosomes (mCherry-only foci, arrowheads) at the IS-OPL of 2-month hyperglycemic mitophagy reporter mice (mitoQC) and nondiabetic siblings (mitoQC). (B) Mitolysosome density at the IS-OPL. mitoQC (white bars), mitoQC (gray bars). (C–F) Example immunoblot (C) and quantification of Pink1-dependent mitophagy proteins in retinal lysates (D–F) of 2-month hyperglycemic Ins2 and age-matched WT mice. Data were normalized to β-actin loading controls. n = 3–7 eyes per strain. Results presented as mean ± SEM. *P < 0.05, **P < 0.01, 2-sided unpaired Student’s t test. IS, photoreceptor inner segments; OLM, outer limiting membrane, ONL, outer nuclear layer; OPL, outer plexiform layer; INL, inner nuclear layer; IPL, inner plexiform layer; GCL, ganglion cell layer. Scale bar: 40μm
Mitochondrial biogenesis fails to compensate for hyperglycemia-induced mitophagy in cultured retinal Müller cells.
To determine in detail how mitochondrial turnover is affected by the diabetic milieu, the interplay between mitophagy and mitochondrial biogenesis was investigated under hyperglycemic conditions in vitro. Müller cells were selected for this study given (a) the predominant role of mitochondrial oxidative phosphorylation to maintain Müller basal functions (22), (b) the recognized importance of Müller cells in the pathogenesis of DR (23), and (c) the uniform distribution of mitochondria in Müller cells throughout the entire thickness of the neuroretina (24). To address mitophagy, we took advantage of primary Müller cells (PMCs) isolated from mitoQC mice. The purity of mitoQC-PMCs was confirmed by glutamine synthase immunostaining (Figure 4A) (25). The induction of mitophagy in mitoQC-PMCs was initially validated by HBSS amino acid starvation, which significantly exacerbated the density of mitolysosomes (Figure 4A) (26). MitoQC-PMCs maintained in high glucose (HG; 30.5 mM D-glucose) showed a significant increase of mitolysosomes, as compared with normal glucose (NG; 5.5 mM D-glucose) controls (Figure 4A). Interestingly, mitophagy was also elicited by hyperosmolar changes, as observed in 30.5 mM L-glucose (LG) cultures (Figure 4A). The induction of mitophagy by HG and LG was corroborated in the human Müller cell line Moorfields/Institute of Ophthalmology- Müller 1 (MIO-M1) by colocalization analysis of Cox4 with Lc3b+ autophagosomes (26) (Figure 4B). MIO-M1 cultures maintained under HG or LG for 5 consecutive days exhibited a significant increase in Cox4/Lc3b colocalization (Figure 4B), suggestive of increased mitophagy. To further substantiate this result, chloroquine was used to block autophagosome fusion with lysosomes (thus allowing the accumulation of mitochondria within autophagosomes). In line with an increased mitophagy flux, chloroquine further exacerbated the density of Cox4/Lc3b colocalizing particles in HG and LG MIO-M1 cultures (as compared with NG chloroquine-treated cultures; Figure 4B).
Figure 4
The diabetic milieu dysregulates mitophagy in primary Müller and MIO-M1 cultures in vitro.
(A–D) Primary retinal Müller cells isolated from mitoQC mouse (mitoQC-PMCs) (A) or human MIO-M1 cells (B–D) were maintained for 5 days in normal glucose (NG, 5.5mM), high glucose (HG, 30.5mM), or L-glucose (LG, 30.5 mM) osmotic control. (A) mitoQC-PMCs had a flattened-elongated shape (bright-field image) and were positive for glutamine synthase (GS) immunoreactivity. Mitolysosome density (mCherry-only foci, arrowheads) was evaluated as index of mitophagy flux. Positive controls were established following amino acid starvation with HBSS (16 hours). Data are presented in box-and-whisker plots; n = 3–5 biological replicates per group. (B) Quantification of Cox4/Lc3b colocalizing particles in different treatment groups ± 100 μM chloroquine for final 12 hours of treatment. Data presented as fold-change vs. NG control cells in box-and-whisker plots; at least 70 cells are included, obtained from n = 3 biological replicates per group. (C) Example immunoblot and quantification of Pink1-dependent mitophagy proteins in different treatment groups. Data were normalized to β-actin or α-tubulin loading controls; n = 3 biological replicates per group. Pink1 lanes and corresponding β-actin loading controls were run on the same gel but were noncontiguous. (D) Evaluation of mitochondrial membrane potential by JC-1 dye (red, hyperpolarized mitochondria; green, depolarized mitochondria) in different treatment groups. CCCP (20 μM) was added as a mitochondrial uncoupler positive control (16 hours); n = 3–4 biological replicates per group. Results presented as mean ± SEM in A, C, and D. *P < 0.05, **P < 0.01. One-way ANOVA with Bonferroni’s correction for multiple comparisons; MFI, mean fluorescence intensity. Scale bar: 100 μm (A, bright-field), 20 μm (A, mCherry-GFP; D), 2 μm (B).
Since our in vivo data suggest a role for Pink1 in diabetes-induced mitophagy (Figure 3, C–E), we next evaluated the involvement of this pathway in HG- and LG-mediated mitophagy. Suggestive of increased Pink1-dependent mitophagy, MIO-M1 cultures maintained in HG showed a significant stabilization of FL-Pink1 (Figure 4C) and a significant elevation in the FL-Pink1/ΔN-Pink1 ratio (data not shown). Similar results were found in MIO-M1 cultures maintained in LG (Figure 4C). Interestingly, the levels of the cleaved product ΔN-Pink1 were significantly higher in LG when compared with HG cultures (Figure 4C). This result led us to hypothesize that ΔN-Pink1 levels in LG may remain constant via an increase in the number of hyperpolarized mitochondria and upregulation of PARL (which would allow the steady cleavage of FL-Pink1 within the mitochondrial matrix). As suggested, the contents of PARL (Figure 4C) and hyperpolarized mitochondria (JC-1 red fluorescence, Figure 4D) were increased in LG MIO-M1 cultures. By contrast, HG cultures, which showed a decrease in ΔN-Pink1, lacked such compensation, as reflected by the unchanged contents of PARL and hyperpolarized mitochondria (Figure 4, C and D).The above results suggest that HG and LG accelerate mitophagy but only in the case of LG is this compensated by an increase in mitochondrial biogenesis. This idea was tested further by studying mitochondrial biogenesis. BrDU incorporation into mtDNA (comprising the gold-standard for evaluating mitochondrial biogenesis) (27) was unchanged in MIO-M1 cultures subjected to HG (Figure 5, A, B, and D). This was validated at the molecular level, since the contents of molecular adaptors controlling mitochondrial biogenesis, including PGC-1α (total, Figure 5, E and F; nuclear, Figure 5, I, J, and L) and TFAM (Figure 5, E and G), remained unaltered. In comparison with HG, LG cultures exhibited increased mitochondrial biogenesis, as shown by the increased incorporation of BrDU into mtDNA (Figure 5, A–D), upregulated levels of nuclear PGC-1α (Figure 5, I–L), and an apparent increase of TFAM (Figure 5, E and G).
Figure 5
The diabetic milieu dysregulates mitochondrial biogenesis in MIO-M1 cultures in vitro.
MIO-M1 cells were maintained for 5 days in normal glucose (NG, 5.5 mM), high glucose (HG, 30.5 mM), or L-glucose (LG, 30.5 mM) osmotic control. (A–D) Representative confocal micrographs (A–C) and quantification (D) of mitochondrial biogenesis by incorporation of Bromodeoxyuridine (BrDU) into mtDNA (arrowheads) in different treatment groups; data are presented in box-and-whisker plots. At least 70 cells were used, obtained from n = 3 biological replicates per group. (E–H) Example immunoblot (E) and quantification (F–H) of mitochondrial biogenesis proteins in different treatment groups. Data were normalized to β-actin loading control; n = 3 biological replicates per group. PGC-1α lanes and corresponding β-actin loading controls were run on the same gel but were noncontiguous. PGC-1α shared similar β-actin loading controls to those in Figure 4C (Pink1). (I–K) Representative confocal micrographs of PGC-1α immunostaining in different treatment groups. (L) Quantification of nuclear PGC-1α mean fluorescence intensity (MFI) in different treatment groups; n = 3 biological replicates per group. Results presented as mean ± SEM in F–H and L. *P < 0.05, **P < 0.01. One-way ANOVA with Bonferroni’s correction for multiple comparisons. Scale bars: 10 μm.
To confirm differences in the balance between mitochondrial biogenesis and mitophagy, we assessed the relative age of mitochondria. MIO-M1 cultures were transfected with pMitoTimer (28), and the ratio of red (old) vs. green (young) fluorescent mitochondria was determined (the smaller the ratio, the younger mitochondrial network). Compared with HG, LG cultures were expected to have younger mitochondrial populations, due to accelerated mitochondrial synthesis/degradation. Accordingly, LG but not HG cultures exhibited a significant decrease in pMitoTimer red/green (R/G) ratio (Supplemental Figure 7). Collectively, these data suggest that HG activates mitophagy through a pathway involving hyperosmotic stress. In contrast, the inability of mitochondrial biogenesis to compensate for increased HG-induced mitophagy appears to result from a metabolic rather than hyperosmotic effect. These findings may explain the loss of mitochondrial contents observed in the diabetic retina (Figure 1 and Figure 2) and in MIO-M1 cultures maintained under hyperglycemia (Cox4 immunoblots; Figure 5, E and H).
Mitophagy is impaired in Ins2Akita/+ retina at advanced stages of neurovascular dysfunction.
To understand the shift toward increasing mitochondrial contents at advanced stages of DR (Figure 1 and Figure 2), we investigated mitochondrial biogenesis and mitophagy in 8-month-old hyperglycemic Ins2mice. In contrast to younger ages, the mitochondrial biogenesis machinery was shown to be impaired at this stage, as indicated by a decrease in TFAM protein levels and of TFAM+ mitochondrial nucleoids at the IS-OPL (Figure 6, A–F), substantial mtDNA damage (Figure 6G), and reduced mtDNA copy number (Figure 6H). Upregulated mitochondrial biogenesis cannot, therefore, explain the normalization of Cox4 levels observed in 8-month-old hyperglycemic Ins2mice.
Figure 6
Impairment of mitochondrial biogenesis machinery in 8-month hyperglycemic Ins2 mouse retinas.
(A) Retinal micrographs from 8-month hyperglycemic Ins2 and age-matched WT mice processed for PGC-1α immunostaining. (B) The mean fluorescence intensity (MFI) of PGC-1α at the IS-OPL. (C) Example immunoblot and quantification of PGC-1α in mouse retinal lysates of 8-month hyperglycemic Ins2 and age-matched WT. (D) Retinal micrographs from 8-month hyperglycemic Ins2 and age-matched WT mice processed for TFAM immunostaining. (E) The density of TFAM+ mitochondrial nucleoids at the IS-OPL. (F) Example immunoblot and quantification of TFAM in mouse retinal lysates of 8-month hyperglycemic Ins2 and age-matched WT. Data were normalized to β-actin loading controls. TFAM shared similar β-actin loading controls to those in Figure 2A (Cox4). (G) Evaluation of mtDNA damage in 8-month hyperglycemic Ins2 and age-matched WT mouse retinas by amplification of long (10.1 Kb) and short (116 pb) mtDNA regions. A reduction in the long/short amplification ratio is indicative of mtDNA damage. (H) Mitochondrial copy numbers evaluated by real-time PCR analysis of mMITO and CoII mtDNA regions. WT (white bars), Ins2 (gray bars); n = 3–10 eyes per strain. Results presented as mean ± SEM. *P < 0.05, **P < 0.01, 2-sided unpaired Student’s t test. IS, photoreceptor inner segments; ONL, outer nuclear layer; OPL, outer plexiform layer; INL, inner nuclear layer; IPL, inner plexiform layer; GCL, ganglion cell layer. Scale bars: 40μm.
Importantly, the analysis of mitophagy revealed a significant decrease of mitolysosomes at the outer retina of 8-month-old hyperglycemic mitoQC mice (as compared with ND mitoQC, Figure 7, A and B). However, FL-Pink1 stabilization and Parkin levels were strikingly increased (Figure 7, C–E), suggesting that Pink1-primed mitochondria are ineffectively cleared and accumulate in the retina at advanced stages of diabetes. This was further evidenced by a significant accumulation of ubiquitin and p62 in the mitochondria of photoreceptor IS; however, this was not observed in younger diabetic stages with competent mitophagy (Supplemental Figure 8). Autophagy adaptors were also found to accumulate at the outer retina, indicated by increased Lc3b+ autophagosomes and p62/SQTSM1 (Supplemental Figure 6, C, D, and G–J). Importantly, the gene transcripts of those mitophagy (Pink1, Park2) (Figure 7, F and G) and autophagy (Map1lc3b, sqstm1) (Supplemental Figure 6K) effectors were unchanged in the diabetic retina at this stage, suggesting that their accumulation at the protein level was due to inefficient autophagy/mitophagy. To confirm this hypothesis, we evaluated the levels of mitochondria entering (a) autophagosomes (Cox4/Lc3b colocalization) and (b) Pink1-dependent mitophagy (Pink1/LAMP1 colocalization). The levels of mitochondria colocalizing with Lc3b+ autophagosomes were significantly increased at the outer retina (Supplemental Figure 9, A and C); however, their degradation by lysosomes appeared impaired as the levels of Pink1 colocalizing with LAMP1 were not elevated (Supplemental Figure 9, B and D). Thus, disruption of Pink1 mitophagy may contribute to the build-up of mitochondria primed for degradation during advanced stages of DR.
Figure 7
Mitophagy is decreased at the outer retina of 8-month hyperglycemic Ins2 mice.
(A) Confocal photomicrographs showing mitolysosomes (mCherry-only foci, arrowheads) at the IS-OPL of 8-month hyperglycemic mitophagy reporter mice (mitoQC) and nondiabetic siblings (mitoQC). (B) Mitolysosome density at the IS-OPL. mitoQC (white bars), mitoQC (grey bars). (C–E) Example immunoblot (C) and quantification (D and E) of Pink1-dependent mitophagy proteins in retinal lysates of 8-month hyperglycemic Ins2 and age-matched WT mice. Data were normalized to β-actin loading controls. (F and G) Real-time PCR analysis of Pink1 and Park2 gene transcripts in the retina of 8-month hyperglycemic Ins2 and age-matched WT mice. WT (white bars), Ins2 (gray bars); n = 3–8 eyes per strain. Results presented as mean ± SEM. *P < 0.05, **P < 0.01, 2-sided unpaired Student’s t test. IS, photoreceptor inner segments; OLM, outer limiting membrane; ONL, outer nuclear layer; OPL, outer plexiform layer; INL, inner nuclear layer. Scale bars: 40 μm, 20 μm (inset).
Disruption of mitophagy in the diabetic retina is associated with increased cellular senescence.
Mitophagy is known to be perturbed in senescent cells, which may result in the accumulation of damaged mitochondria (29, 30). Hence, we finally investigated whether the impairment of mitophagy at advanced stages of diabetes is associated with a senescent retinal phenotype. In support of this, upregulated senescence-associated β-galactosidase (SA-β-Gal) activity (31) was observed at the outer retina of 8-month-old but not 2-month-old hyperglycemic Ins2mice (Figure 8, A–C). To further understand whether diabetes-induced mitophagy may be impaired by cellular senescence, replicative, nonchemical senescence was induced in mitoQC-PMCs (by continuous passage [P] of the cells until P5–P6) and mitophagy elicited by HG, LG, or HBSS. Senescence was confirmed in P5–P6 mitoQC-PMCs cultures, as shown by exacerbated SA-β-Gal activity, an enlarged/flat morphology, and negligible nuclear levels of the proliferative marker Ki67 (Figure 8D). In contrast to earlier passages, mitophagy was not elicited in senescent mitoQC-PMCs following treatments with HG, LG, or HBSS (Figure 8, E and F). Hence, the premature senescence of cells at the outer retina may explain the disruption of mitophagy at advanced stages of diabetes.
Figure 8
Senescence in the diabetic retina may disrupt mitochondrial quality control.
(A and B) Retinal micrographs from 2-month (A) and 8-month (B) hyperglycemic Ins2 and age-matched WT mice processed for SA-β-Gal activity. Increased SA-β-Gal activity in photoreceptor IS of 8-month hyperglycemic Ins2 mice (arrowheads). (C) The levels of SA-β-Gal activity in photoreceptor IS in 8-month hyperglycemic Ins2 and age-matched WT. Data are presented in box-and-whisker plots; n = 6 eyes per group. (D) Bright-field (BF) images of primary retinal Müller cells isolated from mitoQC mouse (mitoQC-PMCs) showing their morphology, SA-β-Gal activity, and Ki67 immunostaining at passage 2 (P2) and P5. Proliferative nonsenescent mitoQC-PMCs show high nuclear-levels of Ki67 (P2, closed arrowheads), in contrast to senescent cultures (P5, open arrowheads). (E and F) Mitolysosome (mCherry-only foci) density was quantified in P5–P6 mitoQC PMCs maintained for 5 days in normal glucose (NG, 5.5 mM), high glucose (HG, 30.5 mM), or L-glucose (LG, 30.5 mM) osmotic control. Amino acid starvation with HBSS (16 hours) does not elicit mitophagy in senescent mitoQC PMCs; n = 2 biological replicates and 4 technical replicates per group. Results are presented as mean ± SEM. ***P < 0.001, 2-sided unpaired Student’s t test in C; 1-way ANOVA with Bonferroni’s correction for multiple comparisons in F. IS, photoreceptor inner segments; ONL, outer nuclear layer; OPL, outer plexiform layer; INL, inner nuclear layer; IPL, inner plexiform layer; GCL, ganglion cell layer. Scale bars: 40 μm (A and B), 20 μm (D and E).
Discussion
Our study has demonstrated how MQC becomes dysregulated in the retina during the progression of diabetes. Early stages were characterized by the net loss of mitochondrial contents at the outer retina, as mitochondrial biogenesis was unable to compensate for increased diabetes-induced mitophagy. However, mitophagy was shown to decline with diabetes duration, shifting mitochondrial contents toward normal values. Our data further suggest that mitophagy may be disrupted by senescence at advanced stages of diabetes.A key observation from our study involves the increased mitophagy of the diabetic retina, which particularly affected outer retinal layers. As observed for MIO-M1 cultures maintained under LG, the increased mitophagy of the diabetic retina may arise due to increased hyperosmotic stress. Although the mechanisms remain unclear, changes in cellular osmolarity have been reported to influence the turnover of mitochondria (32). Nonetheless, additional insults might also be responsible for the dysregulation of mitophagy in the retina at the early stages of diabetes. Photoreceptors are highly metabolic cells, exhibiting the highest contents of mitochondria in the retina (as they rely on oxidative phosphorylation to support vision) (33). Since this process generates large amounts of ROS capable of damaging mitochondria, a greater demand for ROS-mediated mitophagy (34) at the outer retina might be expected. Previous studies have demonstrated increased mitochondrial superoxide production in the diabetic retina (35), which, in turn, could exacerbate the mitophagy demands. The overproduction of mitochondrial ROS in cell cultures exposed to hyperglycemia is also well documented (36, 37). Further studies are therefore warranted to more precisely understand the factors that contributed to increased mitophagy in the diabetic retina.Our study suggests that Pink1 may contribute to retinal mitophagy; however, as recently suggested, the rate of mitophagy in the retina was shown to be unaffected in Pink1mice (19). Although this highlights a dispensable role for Pink1 in physiological conditions, our study supports an important role of this pathway to drive mitophagy in the diabetic context. Nonetheless, other pathways, including BNIP3L/NIX or TXNIP, might also be important for orchestrating mitophagy in diabetes (36, 38). Further investigations are thus needed to precisely map the importance of the different mitophagy pathways in the diabetic retina, which extends beyond the scope of this current study.As shown in Ins2mice and in hyperglycemic MIO-M1 cultures, mitochondrial biogenesis was unable to compensate for increased diabetes-induced mitophagy. This lack of compensation is most likely explained by metabolic (rather than hyperosmotic) stress, since LG cultures counteracted mitochondrial degradation through upregulation of biogenesis. Since the biogenesis machinery appeared unaltered in 2-month-old hyperglycemic Ins2mice, it remains unclear why mitophagy is not appropriately counteracted at the early stages of diabetes. Previous investigations have suggested the dysregulation of mitochondrial biogenesis in the diabetic retina may result, at least in part, to damage to mtDNA replication systems (39); however, this hallmark was observed in Ins2mice only at the advanced stages of the disease. The dysregulation of mitochondrial biogenesis in the hyperglycemic context may have important pathophysiological consequences, including bioenergetic deficits due a net-loss of mitochondrial mass. On the other hand, the reduction of mitochondrial mass may reflect an attempt to decrease the overproduction of mitochondrial ROS in the diabetic retina and/or minimize pathophysiological effects associated with the accumulation of damaged mitochondria, such as cGAS-STING–mediated proinflammatory insult and activation of intrinsic mitochondrial apoptotic pathways (40).A reduction in the rate of mitophagy was observed at the outer retina in advanced stages of diabetes. The disruption of MQC through the impairment of mitophagy has emerged as major cause of CNS degeneration, since it may lead to the build-up of oxidized mitochondria incompatible with tissue homeostasis (14). Therefore, it is not surprising that impaired mitophagy in Ins2mice was associated with mtDNA damage but also with a disease stage where advanced neurovascular degeneration has been reported (15, 17). Whether the reduction in the rate of mitophagy at advanced stages arises due to failure of autophagy, mitophagy, or both needs further investigation. Previous studies supported the dysregulation of autophagy in the diabetic retina, either suggesting an increase (41) or a deficiency (42) in the flux. Our study concurs with both observations, depending on the duration of diabetes examined. In contrast to 2-month-old hyperglycemic Ins2mice where autophagy appears to be coupled with increased mitophagy flux, at advanced stages of the disease, the accumulation of Lc3b+ autophagosomes and p62/SQTSM1 may indicate ineffective autophagy (21). This could arise due to a deficit of cargo degradation in lysosomes, since the levels of mitochondria entering autophagosomes were increased.We further propose that premature senescence of the outer retina may play an important role in the disruption of MQC, which may shift mitochondrial contents to higher levels at advanced stages of DR. In agreement with this, the accumulation of dysfunctional mitochondria is a well-known hallmark of senescent cells (30). At present, the mechanisms initiating cellular senescence in the diabetic retina remain uncertain. The increase of autophagic flux from the early stages could potentially facilitate the process of senescence (43). Moreover, the dysregulation of MQC due to inefficient mitophagy may also contribute to this process (30). Aside from these factors, other different stressors such as genotoxic or oxidative insult could be relevant (44). Regardless of its origin, the senescence of the diabetic retina may have important pathological implications, such as the development of senescence-associated secretory phenotype (SASP), associated with an exacerbated secretion of proinflammatory mediators (45).In summary, our study provides insights into the pathobiology of DR, which may be therapeutically relevant for the early and advanced stages of the disease. Therapies aimed at counteracting increased diabetes-induced mitophagy through stimulating mitochondrial biogenesis may be important during the early stages. However, this strategy could involve a risk when the efficiency of mitophagy decreases (i.e., at more advanced stages), which may worsen the accumulation of damaged mitochondria in the diabetic retina. While promoting mitophagy at these stages appears reasonable, future studies will determine the suitability of those therapies for the management of DR.
Methods
Animals
Male heterozygous Ins2mice of C57BL/6J background (originally purchased from the Jackson Laboratory) and age-matched ND siblings (WT) were used in the study. The Ins2mice develops severe hyperglycemia (above 550 mg/dL or 30.5 mM) by 4 weeks of age (46). mitoQC mice were generated by mating mitoQC females (provided by Ian G. Ganley, University of Dundee, Dundee, United Kingdom) with Ins2 males. The diabetic phenotype in the resultant male offspring was corroborated by the levels of glucose (above 550 mg/dL or 30.5 mM) and HbA1c (diabetic mitoQC had 113.5 ± 4.6 mmol/mol; ND mitoQC siblings had 29.7 ± 1.9 mmol/mol). Detection of the mitoQC-knockin allele (mCherry-GFP-mtFIS1) was determined by PCR (47).
Real-time PCR
Total RNA was isolated from Ins2 and age-matched WT retinas (n = 6–8 retinas/group) using the RNeasy Mini Kit (Qiagen) and real-time PCR performed using SYBR-Green Master in a Light-Cycler 480 system (Roche Diagnostics). The relative expression of target genes (Supplemental Table 1) was normalized to 18s.
Mitochondrial copy number
Total DNA from Ins2 and age-matched WT retinas (n = 7–10 retinas/group) was extracted using the DNeasy Blood & Tissue Kit (Qiagen), and real-time PCR was performed using specific primers (Supplemental Table 1) to detect mMITO and cytochrome-c oxidase subunit II (CoII) as markers for mtDNA and 18s for nuclear DNA (nDNA). The mtDNA/nDNA ratio was used as measurement of mtDNA copy number.
mtDNA damage
Total DNA from Ins2 and age-matched WT retinas (n = 7–10 retinas/group) was amplified by PCR using specific primers (Supplemental Table 1) for long (10.1 Kb) and short (116 pb) mtDNA regions (48). Long and short amplification products were respectively separated in 1% and 2% agarose gels, and the intensity of SYBR_Safe DNA blots was quantified using FIJI software (NIH). The relative amplification of the long PCR product was normalized to the short product; a reduction in the amplification ratio was indicative of increased mtDNA damage (48).
Intravitreal injection of chloroquine
Autophagy flux in the retina was blocked via intravitreal administration of 1 μL chloroquine (Thermo Fisher Scientific; 500 μM) in 3-month-old WT mice. Injections were performed as previously reported (49). Twenty-four hours following chloroquine administration, mouse eyes were collected and processed for IHC.
IHC
Human retinas.
Age-matched human retinas from diabetic and ND individuals were obtained postmortem from the National Disease Research Interchange (Philadelphia, Pennsylvania, USA) as described (41). The groups were categorized as ND (n = 3 donors), DNR (n = 5 donors; type-1 diabetes [n = 3], type-2 diabetes [n = 2]), and diabetes with retinopathy (n = 2 donors; type-2 diabetes, nonproliferative DR). Following deparaffinization, retinal sections were immersed (1 hour) in antigen retrieval buffer (EDTA, pH 8.0; Thermo Fisher Scientific) at 60°C. Sections were then rinsed in PBS and incubated overnight (4°C) with Cox4 and cone arrestin antibodies (Supplemental Table 2) as previously described (50).
Mouse retinas.
Eyes were dissected, fixed in 2% paraformaldehyde (Sigma-Aldrich), and processed for IHC (Supplemental Table 2) as previously described (50).
Cell culture
The human Müller cell line MIO-M1 was obtained from the UCL Institute of Ophthalmology (London, United Kingdom; ref. 51). PMCs from mitoQC mice were isolated and cultured as previously described (25). PMCs were used for experiments from P2–P6, where most cells showed a senescence phenotype. Cultures were maintained in DMEM (containing 10% FCS [Thermo Fisher Scientific], 100 U/mL penicillin-streptomycin [Sigma-Aldrich]) and supplemented with 5.5 mM D-glucose (NG), 30.5 mM D-glucose (Sigma-Aldrich; HG), or 30.5 mM LG (Alfa aesar; 25 mM LG + 5.5 mM NG) for 5 days. The selection of 30.5 mM D-glucose was based on the levels of hyperglycemia found in the plasma of Ins2mice. For mitophagy-induced amino acid starvation, cultures were maintained in HBSS (Thermo Fisher Scientific; 16 hours). Autophagy flux was blocked with 100 μM chloroquine (12 hours). Endpoint experiments were performed in 70%–80% confluent cultures. No mycoplasma was detected in the cell cultures (PCR Mycoplasma Test Kit I/C; PromoCell).
Immunocytochemistry
Cells were fixed in 2% paraformaldehyde, rinsed in PBS, and blocked (3% BSA [Sigma-Aldrich], 0.1% TritonX-100 [Sigma-Aldrich], PBS). Cells were then incubated overnight (4°C) with primary antibodies (Supplemental Table 2) diluted in 3% BSA and 0.05% Tween-20 [Sigma-Aldrich], PBS. Following incubation, cells were probed (1 hours) with fluorophore-conjugated secondary antibodies (all from Jackson ImmunoResearch) at room temperature.
Western blotting
Retinas and MIO-M1 cells were lysed in RIPA buffer with protease and phosphatase inhibitors cocktails (Sigma-Aldrich). Protein samples (10–20 μg) were run on 7.5%, 10%, or 12% (w/v) SDS-PAGE gel, and samples were immunoblotted for primary antibodies (Supplemental Table 2). Immunoblots (obtained from 3 biological replicates) were quantified by densitometry, and protein expressions were normalized to β-actin or α-tubulin levels.
pMitoTimer transfections
pMitoTimer (Addgene) incorporates a fluorescent timer reporter to mitochondria (pDsRed2-Mito) that fluoresces GFP when newly synthetized and irreversibly shifts to red spectrum (excitation/emission [Ex/Em] 558/583 nm) over time (28). MIO-M1 cells were incubated (12 hours) with a mixture of 50 ng plasmid DNA and 0.15 μL endofectin (GeneCopoeia) in Opti-MEM (Thermo Fisher Scientific). Cells were then maintained in NG, HG, or LG and fixed for microscopy.
JC-1 dye staining
The ψm was assessed by ratiometric analysis of JC-1 (Thermo Fisher Scientific). Following NG, HG, or LG treatment, MIO-M1 cultures were supplemented with 0.5 μg/mL JC-1 (30 minutes at 37°C) and returned to DMEM for microscopy. Positive controls were supplemented for 16 hours with carbonyl cyanide m-chlorophenylhydrazone (CCCP, 20 μM; Abcam) to uncouple mitochondria.
Immunolabeling BrDU DNA
Following NG, HG, or LG treatment, cultures were supplemented (12 hours) with 10 μM BrdU (Thermo Fisher Scientific) and fixed. Cells were then rinsed in PBS and the DNA denatured (20 min) with 0.5 M HCl. Cells were washed with PBS and processed for anti-BrDU immunocytochemistry.
SA-β-Gal activity
Retinal cryosections obtained from Ins2 and WT mice (n = 6 eyes/group) and mitoQC-PMCs cultures (P2–P3 and P5–P6) were processed following manufacturer’s instructions of the Senescence Detection Kit (Abcam).
Confocal morphometry
Confocal images were acquired under constant photomultiplier settings (C1-Nikon_Eclipse TE200-U) and analyzed using FIJI software. To avoid any bias during imaging, retinal regions were selected based on the DAPI nuclear signal and invariably, from middle-center eccentricities. For cell cultures, images were selected from the same cardinal points of the wells using bright-field imaging.
Cox4 levels in human retinal sections.
Images (2 retinal sections/eye; 8 images/section) were used to quantify the mean fluorescence intensity (MFI) of Cox4. For this purpose, mean luminance values (average brightness per pixel) were calculated from manually traced areas, including (a) IS of cone photoreceptors (identified by cone arrestin immunoreactivity), (b) OPL, and (c) IPL. Background was acquired from a vacant area of the labeled section and subtracted from the raw images to eliminate background noise. The technical replicates (n = 16 for each eye) were used for statistical analysis.
MFI in mouse retinas.
Images (n = 4–5 eyes/group; 2 retinal sections/eye; 4 images/section) were used to quantify the MFI values of Cox4, PGC-1α, Lc3b, and p62/SQTSM1 in WT and Ins2mice. Measurements were obtained (a) from the photoreceptor IS to the OPL (referred as the outer retina) and (b) from the INL to the GCL (referred as the inner retina). MFI values were averaged for each eye.
Ubiquitin in mitochondria of photoreceptor IS.
Images (n = 5–6 eyes/group; 2 retinal sections/eye; 4 images/section) were used to delineate mitochondrial ROIs (Fis1+ area) in photoreceptor IS. The MFI of ubiquitin immunostaining was then assessed in mitochondrial ROIs. MFI values were averaged for each eye.
Quantification of TFAM+mitochondrial nucleoids and TOMM20+ mitochondria at the outer retina.
Mitochondrial nucleoids and TOMM20+ mitochondria were quantified in confocal retinal images (n = 5–8 eyes/group; 2 retinal sections/eye; 4 images/section) by threshold image binarization of TFAM+ or TOMM20+ particles at the IS-OPL (constant values were applied for all groups), and their number was obtained by particle analysis in FIJI. Mitochondrial nucleoid and TOMM20+ mitochondrial values were then normalized to the outer retinal area analyzed. Values were averaged for each eye.
Quantification of mitolysosomes (mCherry-only foci) at the outer retina.
The total mitolysosome number in confocal retinal images (n = 4–8 eyes/group, 2 retinal sections/eye; 4 images/section) at the outer retina (IS-OPL) was determined by the subtraction of GFP signal from mCherry using the “image calculator” plugin of FIJI. This was followed by threshold image binarization of mitolysosomes (constant values were applied for all groups), and the total number was obtained by particle analysis. Mitolysosome number was then normalized to the outer retinal area analyzed. Values were averaged for each eye.
SA-β-Gal in mouse retinas.
Images (n = 6 eyes/group; 2 retinal sections/eye; 4 images/section) were inverted and transformed into 32-bit color to quantify the intensity of SA-β-Gal staining in WT and Ins2mice. Measurements obtained from the IS were averaged for each eye.
Quantification of mitolysosomes in mitoQC-PMCs.
The total mitolysosome area in individual cells was determined by the subtraction of GFP signal from mCherry using the “image calculator” plugin of FIJI. This was followed by threshold image binarization of mitolysosomes (constant values were applied for all groups), and the total area (μm2) was obtained by particle analysis. Values (P2–P3 cells, n = 3–5 biological replicates per group; P5–P6 cells, n = 2 biological replicates and 4 technical replicates per group) were normalized to the cellular area.
BrDU incorporation in mtDNA.
The cytoplasmic area of each individual cell was manually traced, inverted, and duplicated for analysis. The BrDU+ area was then delineated by threshold image binarization (using constant values for all groups), and the total area (μm2) was obtained by particle analysis. Values were normalized to the cellular area. At least 70 cells (obtained from n = 3 biological replicates) were analyzed. The specificity of BrDU within mitochondria was validated by costaining with TOMM20 (data not shown).
Ratiometric analysis of pMitoTimer.
Red- and GFP-fluorescent signals were merged and pMitoTimer ROIs obtained by threshold image binarization and particle analysis. Red- and GFP-fluorescent MFIs were then obtained from the pMitoTimer ROIs and the R/G ratio was calculated in each image. Cells obtained from n = 2 biological replicates (5 technical replicates per group) were analyzed.
Colocalization analysis in retina.
Images (n = 5 eyes/group; 2 retinal sections/eye; 2 images/section) were processed for colocalization analysis using the Intensity Correlation Analysis of the WCIF-ImageJ module (52). The total colocalizing area (μm2) was then obtained by threshold image binarization and particle analysis of the generated +ves stack (which shows all positive colocalizing pixels). The percentage of Cox4 or Pink1, respectively colocalized with Lc3b or LAMP1, was determined as = (total colocalizing area) × 100/(Cox4 [or] Pink1 area). For each eye, values were averaged. Pink1 antibody was validated using MitoQC mouse eyes (provided by Ian G. Ganley) (Supplemental Figure 10A). Pink1, Lc3b, and LAMP1 antibodies were further validated for IHC via intravitreal injection of chloroquine in mouse eyes (Supplemental Figure 10, B–D).
Colocalization analysis in MIO-M1 cells.
The total colocalizing area between Cox4 and Lc3b (calculated as above) was normalized to the cell area. Data were then referred as fold changes to NG. At least 70 cells (obtained from n = 3 biological replicates) were analyzed.
Statistics
In each age group, the difference between 2 means was analyzed using 2-sided unpaired Student’s t test and 1-way ANOVA (followed by Bonferroni’s post hoc analysis) used for comparisons with more than 2 groups (GraphPad Prism). To compare the difference between 2 means by immunohistochemical morphometry, sample size was adjusted to n = 4–9 eyes in each mouse group based on an 80% power and a 5% significant level. Significant out-layers were discarded using Grubbs’ test (α = 0.05). Data were expressed as mean ± SEM. P < 0.05 was considered statistically significant.
Study approval
The study was approved by the Ethics Committee at the Queen’s University of Belfast and IRB at the University of Oklahoma Health Sciences Centre (OUHSC). Human studies were conducted according to the Declaration of Helsinki principles, and written informed consent was received from participants prior to inclusion in the study. All animal procedures were approved by Ethical Review Body (AWERB) and authorized under the UK Animals (Scientific Procedures) Act 1986. Animal use conformed to the standards in the Association for Research in Vision and Ophthalmology (ARVO) Statement for the Use of Animals in Ophthalmic and Vision Research and with European Directive 210/63/EU.
Author contributions
JRH conceived and designed the experiments with input from TMC, PM, and HX; JRH, LC, and LRD performed the experiments; JRH and LC analyzed the data; TJL contributed with the human retinal samples; DPB and HX contributed with reagents/materials; JRH and TMC wrote and edited the manuscript with input from all other authors. JRH supervised the project.
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Mary E Choi; Kamalika Roy Choudhury; Norman S Chow; Charleen T Chu; Jason P Chua; John Jia En Chua; Hyewon Chung; Kin Pan Chung; Seockhoon Chung; So-Hyang Chung; Yuen-Li Chung; Valentina Cianfanelli; Iwona A Ciechomska; Mariana Cifuentes; Laura Cinque; Sebahattin Cirak; Mara Cirone; Michael J Clague; Robert Clarke; Emilio Clementi; Eliana M Coccia; Patrice Codogno; Ehud Cohen; Mickael M Cohen; Tania Colasanti; Fiorella Colasuonno; Robert A Colbert; Anna Colell; Miodrag Čolić; Nuria S Coll; Mark O Collins; María I Colombo; Daniel A Colón-Ramos; Lydie Combaret; Sergio Comincini; Márcia R Cominetti; Antonella Consiglio; Andrea Conte; Fabrizio Conti; Viorica Raluca Contu; Mark R Cookson; Kevin M Coombs; Isabelle Coppens; Maria Tiziana Corasaniti; Dale P Corkery; Nils Cordes; Katia Cortese; Maria do Carmo Costa; Sarah Costantino; Paola Costelli; Ana Coto-Montes; Peter J Crack; Jose L Crespo; Alfredo Criollo; Valeria Crippa; Riccardo Cristofani; Tamas Csizmadia; Antonio Cuadrado; Bing Cui; Jun Cui; Yixian Cui; Yong Cui; Emmanuel Culetto; Andrea C Cumino; Andrey V Cybulsky; Mark J Czaja; Stanislaw J Czuczwar; Stefania D'Adamo; Marcello D'Amelio; Daniela D'Arcangelo; Andrew C D'Lugos; Gabriella D'Orazi; James A da Silva; Hormos Salimi Dafsari; Ruben K Dagda; Yasin Dagdas; Maria Daglia; Xiaoxia Dai; Yun Dai; Yuyuan Dai; Jessica Dal Col; Paul Dalhaimer; Luisa Dalla Valle; Tobias Dallenga; Guillaume Dalmasso; Markus Damme; Ilaria Dando; Nico P Dantuma; April L Darling; Hiranmoy Das; Srinivasan Dasarathy; Santosh K Dasari; Srikanta Dash; Oliver Daumke; Adrian N Dauphinee; Jeffrey S Davies; Valeria A Dávila; Roger J Davis; Tanja Davis; Sharadha Dayalan Naidu; Francesca De Amicis; Karolien De Bosscher; Francesca De Felice; Lucia De Franceschi; Chiara De Leonibus; Mayara G de Mattos Barbosa; Guido R Y De Meyer; Angelo De Milito; Cosimo De Nunzio; Clara De Palma; Mauro De Santi; Claudio De Virgilio; Daniela De Zio; Jayanta Debnath; Brian J DeBosch; Jean-Paul Decuypere; Mark A Deehan; Gianluca Deflorian; James DeGregori; Benjamin Dehay; Gabriel Del Rio; Joe R Delaney; Lea M D Delbridge; Elizabeth Delorme-Axford; M Victoria Delpino; Francesca Demarchi; Vilma Dembitz; Nicholas D Demers; Hongbin Deng; Zhiqiang Deng; Joern Dengjel; Paul Dent; Donna Denton; Melvin L DePamphilis; Channing J Der; Vojo Deretic; Albert Descoteaux; Laura Devis; Sushil Devkota; Olivier Devuyst; Grant Dewson; Mahendiran Dharmasivam; Rohan Dhiman; Diego di Bernardo; Manlio Di Cristina; Fabio Di Domenico; Pietro Di Fazio; Alessio Di Fonzo; Giovanni Di Guardo; Gianni M Di Guglielmo; Luca Di Leo; Chiara Di Malta; Alessia Di Nardo; Martina Di Rienzo; Federica Di Sano; George Diallinas; Jiajie Diao; Guillermo Diaz-Araya; Inés Díaz-Laviada; Jared M Dickinson; Marc Diederich; Mélanie Dieudé; Ivan Dikic; Shiping Ding; Wen-Xing Ding; Luciana Dini; Jelena Dinić; Miroslav Dinic; Albena T Dinkova-Kostova; Marc S Dionne; Jörg H W Distler; Abhinav Diwan; Ian M C Dixon; Mojgan Djavaheri-Mergny; Ina Dobrinski; Oxana Dobrovinskaya; Radek Dobrowolski; Renwick C J Dobson; Jelena Đokić; Serap Dokmeci Emre; Massimo Donadelli; Bo Dong; Xiaonan Dong; Zhiwu Dong; Gerald W Dorn Ii; Volker Dotsch; Huan Dou; Juan Dou; Moataz Dowaidar; Sami Dridi; Liat Drucker; Ailian Du; Caigan Du; Guangwei Du; Hai-Ning Du; Li-Lin Du; André du Toit; Shao-Bin Duan; Xiaoqiong Duan; Sónia P Duarte; Anna Dubrovska; Elaine A Dunlop; Nicolas Dupont; Raúl V Durán; Bilikere S Dwarakanath; Sergey A Dyshlovoy; Darius Ebrahimi-Fakhari; Leopold Eckhart; Charles L Edelstein; Thomas Efferth; Eftekhar Eftekharpour; Ludwig Eichinger; Nabil Eid; Tobias Eisenberg; N Tony Eissa; Sanaa Eissa; Miriam Ejarque; Abdeljabar El Andaloussi; Nazira El-Hage; Shahenda El-Naggar; Anna Maria Eleuteri; Eman S El-Shafey; Mohamed Elgendy; Aristides G Eliopoulos; María M Elizalde; Philip M Elks; Hans-Peter Elsasser; Eslam S Elsherbiny; Brooke M Emerling; N C Tolga Emre; Christina H Eng; Nikolai Engedal; Anna-Mart Engelbrecht; Agnete S T Engelsen; Jorrit M Enserink; Ricardo Escalante; Audrey Esclatine; Mafalda Escobar-Henriques; Eeva-Liisa Eskelinen; Lucile Espert; Makandjou-Ola Eusebio; Gemma Fabrias; Cinzia Fabrizi; Antonio Facchiano; Francesco Facchiano; Bengt Fadeel; Claudio Fader; Alex C Faesen; W Douglas Fairlie; Alberto Falcó; Bjorn H Falkenburger; Daping Fan; Jie Fan; Yanbo Fan; Evandro F Fang; Yanshan Fang; Yognqi Fang; Manolis Fanto; Tamar Farfel-Becker; Mathias Faure; Gholamreza Fazeli; Anthony O Fedele; Arthur M Feldman; Du Feng; Jiachun Feng; Lifeng Feng; Yibin Feng; Yuchen Feng; Wei Feng; Thais Fenz Araujo; Thomas A Ferguson; Álvaro F Fernández; Jose C Fernandez-Checa; Sonia Fernández-Veledo; Alisdair R Fernie; Anthony W Ferrante; Alessandra Ferraresi; Merari F Ferrari; Julio C B Ferreira; Susan Ferro-Novick; Antonio Figueras; Riccardo Filadi; Nicoletta Filigheddu; Eduardo Filippi-Chiela; Giuseppe Filomeni; Gian Maria Fimia; Vittorio Fineschi; Francesca Finetti; Steven Finkbeiner; Edward A Fisher; Paul B Fisher; Flavio Flamigni; Steven J Fliesler; Trude H Flo; Ida Florance; Oliver Florey; Tullio Florio; Erika Fodor; Carlo Follo; Edward A Fon; Antonella Forlino; Francesco Fornai; Paola Fortini; Anna Fracassi; Alessandro Fraldi; Brunella Franco; Rodrigo Franco; Flavia Franconi; Lisa B Frankel; Scott L Friedman; Leopold F Fröhlich; Gema Frühbeck; Jose M Fuentes; Yukio Fujiki; Naonobu Fujita; Yuuki Fujiwara; Mitsunori Fukuda; Simone Fulda; Luc Furic; Norihiko Furuya; Carmela Fusco; Michaela U Gack; Lidia Gaffke; Sehamuddin Galadari; Alessia Galasso; Maria F Galindo; Sachith Gallolu Kankanamalage; Lorenzo Galluzzi; Vincent Galy; Noor Gammoh; Boyi Gan; Ian G Ganley; Feng Gao; Hui Gao; Minghui Gao; Ping Gao; Shou-Jiang Gao; Wentao Gao; Xiaobo Gao; Ana Garcera; Maria Noé Garcia; Verónica E Garcia; Francisco García-Del Portillo; Vega Garcia-Escudero; Aracely Garcia-Garcia; Marina Garcia-Macia; Diana García-Moreno; Carmen Garcia-Ruiz; Patricia García-Sanz; Abhishek D Garg; Ricardo Gargini; Tina Garofalo; Robert F Garry; Nils C Gassen; Damian Gatica; Liang Ge; Wanzhong Ge; Ruth Geiss-Friedlander; Cecilia Gelfi; Pascal Genschik; Ian E Gentle; Valeria Gerbino; Christoph Gerhardt; Kyla Germain; Marc Germain; David A Gewirtz; Elham Ghasemipour Afshar; Saeid Ghavami; Alessandra Ghigo; Manosij Ghosh; Georgios Giamas; Claudia Giampietri; Alexandra Giatromanolaki; Gary E Gibson; Spencer B Gibson; Vanessa Ginet; Edward Giniger; Carlotta Giorgi; Henrique Girao; Stephen E Girardin; Mridhula Giridharan; Sandy Giuliano; Cecilia Giulivi; Sylvie Giuriato; Julien Giustiniani; Alexander Gluschko; Veit Goder; Alexander Goginashvili; Jakub Golab; David C Goldstone; Anna Golebiewska; Luciana R Gomes; Rodrigo Gomez; Rubén Gómez-Sánchez; Maria Catalina Gomez-Puerto; Raquel Gomez-Sintes; Qingqiu Gong; Felix M Goni; Javier González-Gallego; Tomas Gonzalez-Hernandez; Rosa A Gonzalez-Polo; Jose A Gonzalez-Reyes; Patricia González-Rodríguez; Ing Swie Goping; Marina S Gorbatyuk; Nikolai V Gorbunov; Kıvanç Görgülü; Roxana M Gorojod; Sharon M Gorski; Sandro Goruppi; Cecilia Gotor; Roberta A Gottlieb; Illana Gozes; Devrim Gozuacik; Martin Graef; Markus H Gräler; Veronica Granatiero; Daniel Grasso; Joshua P Gray; Douglas R Green; Alexander Greenhough; Stephen L Gregory; Edward F Griffin; Mark W Grinstaff; Frederic Gros; Charles Grose; Angelina S Gross; Florian Gruber; Paolo Grumati; Tilman Grune; Xueyan Gu; Jun-Lin Guan; Carlos M Guardia; Kishore Guda; Flora Guerra; Consuelo Guerri; Prasun Guha; Carlos Guillén; Shashi Gujar; Anna Gukovskaya; Ilya Gukovsky; Jan Gunst; Andreas Günther; Anyonya R Guntur; Chuanyong Guo; Chun Guo; Hongqing Guo; Lian-Wang Guo; Ming Guo; Pawan Gupta; Shashi Kumar Gupta; Swapnil Gupta; Veer Bala Gupta; Vivek Gupta; Asa B Gustafsson; David D Gutterman; Ranjitha H B; Annakaisa Haapasalo; James E Haber; Aleksandra Hać; Shinji Hadano; Anders J Hafrén; Mansour Haidar; Belinda S Hall; Gunnel Halldén; Anne Hamacher-Brady; Andrea Hamann; Maho Hamasaki; Weidong Han; Malene Hansen; Phyllis I Hanson; Zijian Hao; Masaru Harada; Ljubica Harhaji-Trajkovic; Nirmala Hariharan; Nigil Haroon; James Harris; Takafumi Hasegawa; Noor Hasima Nagoor; Jeffrey A Haspel; Volker Haucke; Wayne D Hawkins; Bruce A Hay; Cole M Haynes; Soren B Hayrabedyan; Thomas S Hays; Congcong He; Qin He; Rong-Rong He; You-Wen He; Yu-Ying He; Yasser Heakal; Alexander M Heberle; J Fielding Hejtmancik; Gudmundur Vignir Helgason; Vanessa Henkel; Marc Herb; Alexander Hergovich; Anna Herman-Antosiewicz; Agustín Hernández; Carlos Hernandez; Sergio Hernandez-Diaz; Virginia Hernandez-Gea; Amaury Herpin; Judit Herreros; Javier H Hervás; Daniel Hesselson; Claudio Hetz; Volker T Heussler; Yujiro Higuchi; Sabine Hilfiker; Joseph A Hill; William S Hlavacek; Emmanuel A Ho; Idy H T Ho; Philip Wing-Lok Ho; Shu-Leong Ho; Wan Yun Ho; G Aaron Hobbs; Mark Hochstrasser; Peter H M Hoet; Daniel Hofius; Paul Hofman; Annika Höhn; Carina I Holmberg; Jose R Hombrebueno; Chang-Won Hong Yi-Ren Hong; Lora V Hooper; Thorsten Hoppe; Rastislav Horos; Yujin Hoshida; I-Lun Hsin; Hsin-Yun Hsu; Bing Hu; Dong Hu; Li-Fang Hu; Ming Chang Hu; Ronggui Hu; Wei Hu; Yu-Chen Hu; Zhuo-Wei Hu; Fang Hua; Jinlian Hua; Yingqi Hua; Chongmin Huan; Canhua Huang; Chuanshu Huang; Chuanxin Huang; Chunling Huang; Haishan Huang; Kun Huang; Michael L H Huang; Rui Huang; Shan Huang; Tianzhi Huang; Xing Huang; Yuxiang Jack Huang; Tobias B Huber; Virginie Hubert; Christian A Hubner; Stephanie M Hughes; William E Hughes; Magali Humbert; Gerhard Hummer; James H Hurley; Sabah Hussain; Salik Hussain; Patrick J Hussey; Martina Hutabarat; Hui-Yun Hwang; Seungmin Hwang; Antonio Ieni; Fumiyo Ikeda; Yusuke Imagawa; Yuzuru Imai; Carol Imbriano; Masaya Imoto; Denise M Inman; Ken Inoki; Juan Iovanna; Renato V Iozzo; Giuseppe Ippolito; Javier E Irazoqui; Pablo Iribarren; Mohd Ishaq; Makoto Ishikawa; Nestor Ishimwe; Ciro Isidoro; Nahed Ismail; Shohreh Issazadeh-Navikas; Eisuke Itakura; Daisuke Ito; Davor Ivankovic; Saška Ivanova; Anand Krishnan V Iyer; José M Izquierdo; Masanori Izumi; Marja Jäättelä; Majid Sakhi Jabir; William T Jackson; Nadia Jacobo-Herrera; Anne-Claire Jacomin; Elise Jacquin; Pooja Jadiya; Hartmut Jaeschke; Chinnaswamy Jagannath; Arjen J Jakobi; Johan Jakobsson; Bassam Janji; Pidder Jansen-Dürr; Patric J Jansson; Jonathan Jantsch; Sławomir Januszewski; Alagie Jassey; Steve Jean; Hélène Jeltsch-David; Pavla Jendelova; Andreas Jenny; Thomas E Jensen; Niels Jessen; Jenna L Jewell; Jing Ji; Lijun Jia; Rui Jia; Liwen Jiang; Qing Jiang; Richeng Jiang; Teng Jiang; Xuejun Jiang; Yu Jiang; Maria Jimenez-Sanchez; Eun-Jung Jin; Fengyan Jin; Hongchuan Jin; Li Jin; Luqi Jin; Meiyan Jin; Si Jin; Eun-Kyeong Jo; Carine Joffre; Terje Johansen; Gail V W Johnson; Simon A Johnston; Eija Jokitalo; Mohit Kumar Jolly; Leo A B Joosten; Joaquin Jordan; Bertrand Joseph; Dianwen Ju; Jeong-Sun Ju; Jingfang Ju; Esmeralda Juárez; Delphine Judith; Gábor Juhász; Youngsoo Jun; Chang Hwa Jung; Sung-Chul Jung; Yong Keun Jung; Heinz Jungbluth; Johannes Jungverdorben; Steffen Just; Kai Kaarniranta; Allen Kaasik; Tomohiro Kabuta; Daniel Kaganovich; Alon Kahana; Renate Kain; Shinjo Kajimura; Maria Kalamvoki; Manjula Kalia; Danuta S Kalinowski; Nina Kaludercic; Ioanna Kalvari; Joanna Kaminska; Vitaliy O Kaminskyy; Hiromitsu Kanamori; Keizo Kanasaki; Chanhee Kang; Rui Kang; Sang Sun Kang; Senthilvelrajan Kaniyappan; Tomotake Kanki; Thirumala-Devi Kanneganti; Anumantha G Kanthasamy; Arthi Kanthasamy; Marc Kantorow; Orsolya Kapuy; Michalis V Karamouzis; Md Razaul Karim; Parimal Karmakar; Rajesh G Katare; Masaru Kato; Stefan H E Kaufmann; Anu Kauppinen; Gur P Kaushal; Susmita Kaushik; Kiyoshi Kawasaki; Kemal Kazan; Po-Yuan Ke; Damien J Keating; Ursula Keber; John H Kehrl; Kate E Keller; Christian W Keller; Jongsook Kim Kemper; Candia M Kenific; Oliver Kepp; Stephanie Kermorgant; Andreas Kern; Robin Ketteler; Tom G Keulers; Boris Khalfin; Hany Khalil; Bilon Khambu; Shahid Y Khan; Vinoth Kumar Megraj Khandelwal; Rekha Khandia; Widuri Kho; Noopur V Khobrekar; Sataree Khuansuwan; Mukhran Khundadze; Samuel A Killackey; Dasol Kim; Deok Ryong Kim; Do-Hyung Kim; Dong-Eun Kim; Eun Young Kim; Eun-Kyoung Kim; Hak-Rim Kim; Hee-Sik Kim; Jeong Hun Kim; Jin Kyung Kim; Jin-Hoi Kim; Joungmok Kim; Ju Hwan Kim; Keun Il Kim; Peter K Kim; Seong-Jun Kim; Scot R Kimball; Adi Kimchi; Alec C Kimmelman; Tomonori Kimura; Matthew A King; Kerri J Kinghorn; Conan G Kinsey; Vladimir Kirkin; Lorrie A Kirshenbaum; Sergey L Kiselev; Shuji Kishi; Katsuhiko Kitamoto; Yasushi Kitaoka; Kaio Kitazato; Richard N Kitsis; Josef T Kittler; Ole Kjaerulff; Peter S Klein; Thomas Klopstock; Jochen Klucken; Helene Knævelsrud; Roland L Knorr; Ben C B Ko; Fred Ko; Jiunn-Liang Ko; Hotaka Kobayashi; Satoru Kobayashi; Ina Koch; Jan C Koch; Ulrich Koenig; Donat Kögel; Young Ho Koh; Masato Koike; Sepp D Kohlwein; Nur M Kocaturk; Masaaki Komatsu; Jeannette König; Toru Kono; Benjamin T Kopp; Tamas Korcsmaros; Gözde Korkmaz; Viktor I Korolchuk; Mónica Suárez Korsnes; Ali Koskela; Janaiah Kota; Yaichiro Kotake; Monica L Kotler; Yanjun Kou; Michael I Koukourakis; Evangelos Koustas; Attila L Kovacs; Tibor Kovács; Daisuke Koya; Tomohiro Kozako; Claudine Kraft; Dimitri Krainc; Helmut Krämer; Anna D Krasnodembskaya; Carole Kretz-Remy; Guido Kroemer; Nicholas T Ktistakis; Kazuyuki Kuchitsu; Sabine Kuenen; Lars Kuerschner; Thomas Kukar; Ajay Kumar; Ashok Kumar; Deepak Kumar; Dhiraj Kumar; Sharad Kumar; Shinji Kume; Caroline Kumsta; Chanakya N Kundu; Mondira Kundu; Ajaikumar B Kunnumakkara; Lukasz Kurgan; Tatiana G Kutateladze; Ozlem Kutlu; SeongAe Kwak; Ho Jeong Kwon; Taeg Kyu Kwon; Yong Tae Kwon; Irene Kyrmizi; Albert La Spada; Patrick Labonté; Sylvain Ladoire; Ilaria Laface; Frank Lafont; Diane C Lagace; Vikramjit Lahiri; Zhibing Lai; Angela S Laird; Aparna Lakkaraju; Trond Lamark; Sheng-Hui Lan; Ane Landajuela; Darius J R Lane; Jon D Lane; Charles H Lang; Carsten Lange; Ülo Langel; Rupert Langer; Pierre Lapaquette; Jocelyn Laporte; Nicholas F LaRusso; Isabel Lastres-Becker; Wilson Chun Yu Lau; Gordon W Laurie; Sergio Lavandero; Betty Yuen Kwan Law; Helen Ka-Wai Law; Rob Layfield; Weidong Le; Herve Le Stunff; Alexandre Y Leary; Jean-Jacques Lebrun; Lionel Y W Leck; Jean-Philippe Leduc-Gaudet; Changwook Lee; Chung-Pei Lee; Da-Hye Lee; Edward B Lee; Erinna F Lee; Gyun Min Lee; He-Jin Lee; Heung Kyu Lee; Jae Man Lee; Jason S Lee; Jin-A Lee; Joo-Yong Lee; Jun Hee Lee; Michael Lee; Min Goo Lee; Min Jae Lee; Myung-Shik Lee; Sang Yoon Lee; Seung-Jae Lee; Stella Y Lee; Sung Bae Lee; Won Hee Lee; Ying-Ray Lee; Yong-Ho Lee; Youngil Lee; Christophe Lefebvre; Renaud Legouis; Yu L Lei; Yuchen Lei; Sergey Leikin; Gerd Leitinger; Leticia Lemus; Shuilong Leng; Olivia Lenoir; Guido Lenz; Heinz Josef Lenz; Paola Lenzi; Yolanda León; Andréia M Leopoldino; Christoph Leschczyk; Stina Leskelä; Elisabeth Letellier; Chi-Ting Leung; Po Sing Leung; Jeremy S Leventhal; Beth Levine; Patrick A Lewis; Klaus Ley; Bin Li; Da-Qiang Li; Jianming Li; Jing Li; Jiong Li; Ke Li; Liwu Li; Mei Li; Min Li; Min Li; Ming Li; Mingchuan Li; Pin-Lan Li; Ming-Qing Li; Qing Li; Sheng Li; Tiangang Li; Wei Li; Wenming Li; Xue Li; Yi-Ping Li; Yuan Li; Zhiqiang Li; Zhiyong Li; Zhiyuan Li; Jiqin Lian; Chengyu Liang; Qiangrong Liang; Weicheng Liang; Yongheng Liang; YongTian Liang; Guanghong Liao; Lujian Liao; Mingzhi Liao; Yung-Feng Liao; Mariangela Librizzi; Pearl P Y Lie; Mary A Lilly; Hyunjung J Lim; Thania R R Lima; Federica Limana; Chao Lin; Chih-Wen Lin; Dar-Shong Lin; Fu-Cheng Lin; Jiandie D Lin; Kurt M Lin; Kwang-Huei Lin; Liang-Tzung Lin; Pei-Hui Lin; Qiong Lin; Shaofeng Lin; Su-Ju Lin; Wenyu Lin; Xueying Lin; Yao-Xin Lin; Yee-Shin Lin; Rafael Linden; Paula Lindner; Shuo-Chien Ling; Paul Lingor; Amelia K Linnemann; Yih-Cherng Liou; Marta M Lipinski; Saška Lipovšek; Vitor A Lira; Natalia Lisiak; Paloma B Liton; Chao Liu; Ching-Hsuan Liu; Chun-Feng Liu; Cui Hua Liu; Fang Liu; Hao Liu; Hsiao-Sheng Liu; Hua-Feng Liu; Huifang Liu; Jia Liu; Jing Liu; Julia Liu; Leyuan Liu; Longhua Liu; Meilian Liu; Qin Liu; Wei Liu; Wende Liu; Xiao-Hong Liu; Xiaodong Liu; Xingguo Liu; Xu Liu; Xuedong Liu; Yanfen Liu; Yang Liu; Yang Liu; Yueyang Liu; Yule Liu; J Andrew Livingston; Gerard Lizard; Jose M Lizcano; Senka Ljubojevic-Holzer; Matilde E LLeonart; David Llobet-Navàs; Alicia Llorente; Chih Hung Lo; Damián Lobato-Márquez; Qi Long; Yun Chau Long; Ben Loos; Julia A Loos; Manuela G López; Guillermo López-Doménech; José Antonio López-Guerrero; Ana T López-Jiménez; Óscar López-Pérez; Israel López-Valero; Magdalena J Lorenowicz; Mar Lorente; Peter Lorincz; Laura Lossi; Sophie Lotersztajn; Penny E Lovat; Jonathan F Lovell; Alenka Lovy; Péter Lőw; Guang Lu; Haocheng Lu; Jia-Hong Lu; Jin-Jian Lu; Mengji Lu; Shuyan Lu; Alessandro Luciani; John M Lucocq; Paula Ludovico; Micah A Luftig; Morten Luhr; Diego Luis-Ravelo; Julian J Lum; Liany Luna-Dulcey; Anders H Lund; Viktor K Lund; Jan D Lünemann; Patrick Lüningschrör; Honglin Luo; Rongcan Luo; Shouqing Luo; Zhi Luo; Claudio Luparello; Bernhard Lüscher; Luan Luu; Alex Lyakhovich; Konstantin G Lyamzaev; Alf Håkon Lystad; Lyubomyr Lytvynchuk; Alvin C Ma; Changle Ma; Mengxiao Ma; Ning-Fang Ma; Quan-Hong Ma; Xinliang Ma; Yueyun Ma; Zhenyi Ma; Ormond A MacDougald; Fernando Macian; Gustavo C MacIntosh; Jeffrey P MacKeigan; Kay F Macleod; Sandra Maday; Frank Madeo; Muniswamy Madesh; Tobias Madl; Julio Madrigal-Matute; Akiko Maeda; Yasuhiro Maejima; Marta Magarinos; Poornima Mahavadi; Emiliano Maiani; Kenneth Maiese; Panchanan Maiti; Maria Chiara Maiuri; Barbara Majello; Michael B Major; Elena Makareeva; Fayaz Malik; Karthik Mallilankaraman; Walter Malorni; Alina Maloyan; Najiba Mammadova; Gene Chi Wai Man; Federico Manai; Joseph D Mancias; Eva-Maria Mandelkow; Michael A Mandell; Angelo A Manfredi; Masoud H Manjili; Ravi Manjithaya; Patricio Manque; Bella B Manshian; Raquel Manzano; Claudia Manzoni; Kai Mao; Cinzia Marchese; Sandrine Marchetti; Anna Maria Marconi; Fabrizio Marcucci; Stefania Mardente; Olga A Mareninova; Marta Margeta; Muriel Mari; Sara Marinelli; Oliviero Marinelli; Guillermo Mariño; Sofia Mariotto; Richard S Marshall; Mark R Marten; Sascha Martens; Alexandre P J Martin; Katie R Martin; Sara Martin; Shaun Martin; Adrián Martín-Segura; Miguel A Martín-Acebes; Inmaculada Martin-Burriel; Marcos Martin-Rincon; Paloma Martin-Sanz; José A Martina; Wim Martinet; Aitor Martinez; Ana Martinez; Jennifer Martinez; Moises Martinez Velazquez; Nuria Martinez-Lopez; Marta Martinez-Vicente; Daniel O Martins; Joilson O Martins; Waleska K Martins; Tania Martins-Marques; Emanuele Marzetti; Shashank Masaldan; Celine Masclaux-Daubresse; Douglas G Mashek; Valentina Massa; Lourdes Massieu; Glenn R Masson; Laura Masuelli; Anatoliy I Masyuk; Tetyana V Masyuk; Paola Matarrese; Ander Matheu; Satoaki Matoba; Sachiko Matsuzaki; Pamela Mattar; Alessandro Matte; Domenico Mattoscio; José L Mauriz; Mario Mauthe; Caroline Mauvezin; Emanual Maverakis; Paola Maycotte; Johanna Mayer; Gianluigi Mazzoccoli; Cristina Mazzoni; Joseph R Mazzulli; Nami McCarty; Christine McDonald; Mitchell R McGill; Sharon L McKenna; BethAnn McLaughlin; Fionn McLoughlin; Mark A McNiven; Thomas G McWilliams; Fatima Mechta-Grigoriou; Tania Catarina Medeiros; Diego L Medina; Lynn A Megeney; Klara Megyeri; Maryam Mehrpour; Jawahar L Mehta; Alfred J Meijer; Annemarie H Meijer; Jakob Mejlvang; Alicia Meléndez; Annette Melk; Gonen Memisoglu; Alexandrina F Mendes; Delong Meng; Fei Meng; Tian Meng; Rubem Menna-Barreto; Manoj B Menon; Carol Mercer; Anne E Mercier; Jean-Louis Mergny; Adalberto Merighi; Seth D Merkley; Giuseppe Merla; Volker Meske; Ana Cecilia Mestre; Shree Padma Metur; Christian Meyer; Hemmo Meyer; Wenyi Mi; Jeanne Mialet-Perez; Junying Miao; Lucia Micale; Yasuo Miki; Enrico Milan; Małgorzata Milczarek; Dana L Miller; Samuel I Miller; Silke Miller; Steven W Millward; Ira Milosevic; Elena A Minina; Hamed Mirzaei; Hamid Reza Mirzaei; Mehdi Mirzaei; Amit Mishra; Nandita Mishra; Paras Kumar Mishra; Maja Misirkic Marjanovic; Roberta Misasi; Amit Misra; Gabriella Misso; Claire Mitchell; Geraldine Mitou; Tetsuji Miura; Shigeki Miyamoto; Makoto Miyazaki; Mitsunori Miyazaki; 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Motomasa Tanaka; Daolin Tang; Jingfeng Tang; Tie-Shan Tang; Isei Tanida; Zhipeng Tao; Mohammed Taouis; Lars Tatenhorst; Nektarios Tavernarakis; Allen Taylor; Gregory A Taylor; Joan M Taylor; Elena Tchetina; Andrew R Tee; Irmgard Tegeder; David Teis; Natercia Teixeira; Fatima Teixeira-Clerc; Kumsal A Tekirdag; Tewin Tencomnao; Sandra Tenreiro; Alexei V Tepikin; Pilar S Testillano; Gianluca Tettamanti; Pierre-Louis Tharaux; Kathrin Thedieck; Arvind A Thekkinghat; Stefano Thellung; Josephine W Thinwa; V P Thirumalaikumar; Sufi Mary Thomas; Paul G Thomes; Andrew Thorburn; Lipi Thukral; Thomas Thum; Michael Thumm; Ling Tian; Ales Tichy; Andreas Till; Vincent Timmerman; Vladimir I Titorenko; Sokol V Todi; Krassimira Todorova; Janne M Toivonen; Luana Tomaipitinca; Dhanendra Tomar; Cristina Tomas-Zapico; Sergej Tomić; Benjamin Chun-Kit Tong; Chao Tong; Xin Tong; Sharon A Tooze; Maria L Torgersen; Satoru Torii; Liliana Torres-López; Alicia Torriglia; Christina G Towers; Roberto Towns; Shinya Toyokuni; 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Máté Varga; M Helena Vasconcelos; Somya Vats; Demetrios G Vavvas; Ignacio Vega-Naredo; Silvia Vega-Rubin-de-Celis; Guillermo Velasco; Ariadna P Velázquez; Tibor Vellai; Edo Vellenga; Francesca Velotti; Mireille Verdier; Panayotis Verginis; Isabelle Vergne; Paul Verkade; Manish Verma; Patrik Verstreken; Tim Vervliet; Jörg Vervoorts; Alexandre T Vessoni; Victor M Victor; Michel Vidal; Chiara Vidoni; Otilia V Vieira; Richard D Vierstra; Sonia Viganó; Helena Vihinen; Vinoy Vijayan; Miquel Vila; Marçal Vilar; José M Villalba; Antonio Villalobo; Beatriz Villarejo-Zori; Francesc Villarroya; Joan Villarroya; Olivier Vincent; Cecile Vindis; Christophe Viret; Maria Teresa Viscomi; Dora Visnjic; Ilio Vitale; David J Vocadlo; Olga V Voitsekhovskaja; Cinzia Volonté; Mattia Volta; Marta Vomero; Clarissa Von Haefen; Marc A Vooijs; Wolfgang Voos; Ljubica Vucicevic; Richard Wade-Martins; Satoshi Waguri; Kenrick A Waite; Shuji Wakatsuki; David W Walker; Mark J Walker; Simon A Walker; Jochen Walter; Francisco G Wandosell; Bo Wang; Chao-Yung Wang; Chen Wang; Chenran Wang; Chenwei Wang; Cun-Yu Wang; Dong Wang; Fangyang Wang; Feng Wang; Fengming Wang; Guansong Wang; Han Wang; Hao Wang; Hexiang Wang; Hong-Gang Wang; Jianrong Wang; Jigang Wang; Jiou Wang; Jundong Wang; Kui Wang; Lianrong Wang; Liming Wang; Maggie Haitian Wang; Meiqing Wang; Nanbu Wang; Pengwei Wang; Peipei Wang; Ping Wang; Ping Wang; Qing Jun Wang; Qing Wang; Qing Kenneth Wang; Qiong A Wang; Wen-Tao Wang; Wuyang Wang; Xinnan Wang; Xuejun Wang; Yan Wang; Yanchang Wang; Yanzhuang Wang; Yen-Yun Wang; Yihua Wang; Yipeng Wang; Yu Wang; Yuqi Wang; Zhe Wang; Zhenyu Wang; Zhouguang Wang; Gary Warnes; Verena Warnsmann; Hirotaka Watada; Eizo Watanabe; Maxinne Watchon; Anna Wawrzyńska; Timothy E Weaver; Grzegorz Wegrzyn; Ann M Wehman; Huafeng Wei; Lei Wei; Taotao Wei; Yongjie Wei; Oliver H Weiergräber; Conrad C Weihl; Günther Weindl; Ralf Weiskirchen; Alan Wells; Runxia H Wen; Xin Wen; Antonia Werner; Beatrice Weykopf; Sally P Wheatley; J Lindsay Whitton; 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Authors: Josy Augustine; Evan P Troendle; Peter Barabas; Corey A McAleese; Thomas Friedel; Alan W Stitt; Tim M Curtis Journal: Front Endocrinol (Lausanne) Date: 2021-02-18 Impact factor: 5.555