Single-cell RNA sequencing in human retinal degeneration reveals distinct glial cell populations.
Ontology highlight
ABSTRACT:
PROVIDER: PRJNA597043 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR10748519_1.fastq.gz | Fastqsanger.gz | |||
| SRR10748519_2.fastq.gz | Fastqsanger.gz | |||
| SRR10748520_1.fastq.gz | Fastqsanger.gz | |||
| SRR10748520_2.fastq.gz | Fastqsanger.gz | |||
| SRR10748521_1.fastq.gz | Fastqsanger.gz |
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Project description:Purpose: The goals of this study were to identify cell specific expression patterns from a donor with a presumed diagnosis of autoimmune retinopathy (AIR). A particular focus of this study was to identify expression signatures of Müller glia and astrocytes in AIR. Methods: Independent libraries were prepared for foveal and peripheral retina from five human donors in two experiments. Foveal and peripheral samples in donors 1-3 were acquired, analyzed, and uploaded in a previous experiment (GSE130636). In donors 4-5, new reads were acquired from a 2-mm fovea-centered punch and an 8-mm peripheral punch from the inferotemporal region in each donor. Donor 4 had no documented history of retinal disease. Donor 5 was followed for 19 years at the University of Iowa Hospitals and Clinics for progressive visual field loss and pigmentary changes and was given a presumptive diagnosis of autoimmune retinopathy. Foveal and peripheral retinal tissue were gently dissociated in papain for 1.25 hours before cryopreservation. In both experiments, libraries were sequenced on a HiSeq4000. Sequenced reads were mapped to the human genome build hg19 with CellRanger(v3.0.1) and filtered to remove cells likely to be doublets or cells with a high proportion of mitochondrial reads. Libraries from all five donors were aggregated to the same effective sequencing depth, and log-normalization of aggregated reads was performed with Seurat (v2.3.4) using a scale factor of 10,000. Results: A total of 23,429 cells were recovered after filtering with 117,885,744 corresponding reads. A total of 9,801 cells were recovered from the fovea while 13,628 cells were recovered from the periphery. A total of 7,189 cells were recovered from the donor with presumed AIR. In total, 23 clusters were identified and corresponded to all retinal cell types. The proportion of recovered cells was compared between the control (donors 1-4) and AIR (donor 5) patients. In addition, differential expression analysis identified genes enriched in each population of cells originating from the AIR donor. Particular emphasis was given to the expression profiles of glial cells (Müller cells and astrocytes) that originated from the AIR donor. Conclusions: This study provides a complementary clinical and molecular interrogation of the retina in a blinding inflammatory condition. Glial cells from the AIR donor were enriched in genes implicated in reactive gliosis, including ANXA1. Clinical, histologic, and transcriptomic evidence identify the loss of cone and rod photoreceptor cells with relative preservation of inner retinal cell types.
2020-02-17 | GSE142449 | GEO
Project description:To investigate the retinal proteins associated with primary and secondary retinal ganglion cell (RGC) degeneration and explore their molecular pathways, SWATH label-free and target-based mass spectrometry was employed to identify the proteomes in various retinal locations in response to localized optic nerve injury. Unilateral partial optic nerve transection (pONT) was performed on adult Wistar rats and their retinas were harvested at 2 weeks later. To confirm the separation of primary and secondary RGC degeneration, immunohistochemistry of RNA binding protein with multiple splicing (RBPMS) and glial fibrillary acidic protein (GFAP) was performed on retinal whole-mounts. Retinal proteomes in the temporal and nasal quadrants were evaluated with high resolution hybrid quadrupole time-of-flight mass spectrometry (QTOF-MS), and SWATH-based acquisition, and their expression was compared to the corresponding retinal quadrant in contralateral control eyes and further validated by multiple reaction monitoring mass spectrometry (MRM-MS). A total of 3641 proteins (p<0.05, FDR<1%) were quantified by SWATH-MS. Bioinformatics data analysis showed that there were 35 up-regulated and 24 down-regulated proteins in the temporal quadrant while 19 and 5 proteins were up-regulated and down-regulated, respectively, in the nasal quadrant respectively (n=4, p<0.05; fold change ≥1.4 fold or ≤0.7). Six proteins were regulated in both the temporal and the nasal quadrants including CLU, GFAP, GNG5, IRF2BPL, L1CAM and CPLX1. Linear regression analysis indicated a strong association between the data obtained by SWATH-MS and MRM-MS (temporal, R2=0.97; nasal, R2=0.96). Gene ontology analysis reveals statistically significant changes in the biological processes and cellular components of primary RGC degeneration. The majority of the significant changes in structural, signaling, and cell death proteins were associated with loss of RGCs in the area of primary RGC degeneration. The combined use of SWATH-MS and MRM-MS methods detects and quantifies regional changes of retinal protein expressions after localized injury. Future investigation with this integrated approach will significantly increase understanding of diverse processes of progressive RGC degeneration from a proteomic prospective.
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