Single-cell transcriptomic atlas of mouse cochlear aging
Guoqiang Sun, Yandong Zheng, Xiaolong Fu, Weiqi Zhang, Jie Ren, Shuai Ma, Shuhui Sun, Xiaojuan He, Qiaoran Wang, Zhejun Ji, Fang Cheng, Kaowen Yan, Ziyi Liu, Juan Carlos Izpisua Belmonte, Jing Qu, Si Wang, Renjie Chai, Guang-Hui Liu
Single-cell transcriptomic atlas of mouse cochlear aging
Progressive functional deterioration in the cochlea is associated with age-related hearing loss (ARHL). However, the cellular and molecular basis underlying cochlear aging remains largely unknown. Here, we established a dynamic single-cell transcriptomic landscape of mouse cochlear aging, in which we characterized aging-associated transcriptomic changes in 27 different cochlear cell types across five different time points. Overall, our analysis pinpoints loss of proteostasis and elevated apoptosis as the hallmark features of cochlear aging, highlights unexpected age-related transcriptional fluctuations in intermediate cells localized in the stria vascularis (SV) and demonstrates that upregulation of endoplasmic reticulum (ER) chaperon protein HSP90AA1 mitigates ER stress-induced damages associated with aging. Our work suggests that targeting unfolded protein response pathways may help alleviate aging-related SV atrophy and hence delay the progression of ARHL.
single-cell transcriptomic atlas / mouse / cochlea / aging
[1] |
Abubacker S, Dorosz SG, Ponjevic D et al. Full-length recombinant human proteoglycan 4 interacts with hyaluronan to provide cartilage boundary lubrication. Ann Biomed Eng 2016; 44: 1128- 1137.
|
[2] |
Aging Atlas C. Aging Atlas: a multi-omics database for aging biology. Nucleic Acids Res 2021; 49: D825- D830.
|
[3] |
Aibar S, Gonzalez-Blas CB, Moerman T et al. SCENIC: single-cell regulatory network inference and clustering. Nat Methods 2017; 14: 1083- 1086.
|
[4] |
Anders S, Pyl PT, Huber W. HTSeq--a Python framework to work with high-throughput sequencing data. Bioinformatics 2015; 31: 166- 169.
|
[5] |
Angelidis I, Simon LM, Fernandez IE et al. An atlas of the aging lung mapped by single cell transcriptomics and deep tissue proteomics. Nat Commun 2019; 10: 963.
|
[6] |
Areias B, Santos C, Natal Jorge RM et al. Finite element modelling of sound transmission from outer to inner ear. Proc Inst Mech Eng H 2016; 230: 999- 1007.
|
[7] |
Au-Yeung KK, Woo CW, Sung FL et al. Hyperhomocysteinemia activates nuclear factor-kappaB in endothelial cells via oxidative stress. Circ Res 2004; 94: 28- 36.
|
[8] |
Bae SH, Yoo JE, Choe YH et al. Neutrophils infiltrate into the spiral ligament but not the stria vascularis in the cochlea during lipopolysaccharide-induced inflammation. Theranostics 2021; 11: 2522- 2533.
|
[9] |
Barsh GS, Yamashita T, Zheng F et al. High-resolution transcriptional dissection of in vivo Atoh1-mediated hair cell conversion in mature cochleae identifies Isl1 as a co-reprogramming factor.. PLoS Genet 2018; 14. 10.1371/journal.pgen.1007552
|
[10] |
Bas E, Anwar MR, Van De Water TR. TGF beta-1 and WNT signaling pathways collaboration associated with cochlear implantation trauma-induced fibrosis. Anat Rec (Hoboken) 2020; 303: 608- 618.
|
[11] |
Bi S, Liu Z, Wu Z et al. SIRT7 antagonizes human stem cell aging as a heterochromatin stabilizer. Protein Cell 2020; 11: 483- 504.
|
[12] |
Birch J, Gil J. Senescence and the SASP: many therapeutic avenues. Genes Dev 2020; 34: 1565- 1576.
|
[13] |
Bowl MR, Dawson SJ. Age-related hearing loss. Cold Spring Harb Perspect Med 2019; 9. 10.1101/cshperspect.a033217
|
[14] |
Brito DVC, Kupke J, Gulmez Karaca K et al. Mimicking age-associated Gadd45gamma dysregulation results in memory impairments in young adult mice. J Neurosci 2020; 40: 1197- 1210.
|
[15] |
Brulois K, Rajaraman A, Szade A et al. A molecular map of murine lymph node blood vascular endothelium at single cell resolution. Nat Commun 2020; 11: 3798.
|
[16] |
Burns JC, Kelly MC, Hoa M et al. Single-cell RNA-Seq resolves cellular complexity in sensory organs from the neonatal inner ear. Nat Commun 2015; 6: 8557.
|
[17] |
Cai H, Han B, Hu Y et al. Metformin attenuates the Dgalactoseinduced aging process via the UPR through the AMPK/ERK1/2 signaling pathways. Int J Mol Med 2020; 45: 715- 730.
|
[18] |
Cai Y, Song W, Li J et al. The landscape of aging. Sci China Life Sci 2022. 10.1007/s11427-022-2161-3
|
[19] |
Chen ZY, Corey DP. An inner ear gene expression database. J Assoc Res Otolaryngol 2002; 3: 140- 148.
|
[20] |
Chen Y, Gu Y, Li Y et al. Generation of mature and functional hair cells by co-expression of Gfi1, Pou4f3, and Atoh1 in the postnatal mouse cochlea. Cell Rep 2021; 35: 109016.
|
[21] |
Dar D, Dar N, Cai L et al. Spatial transcriptomics of planktonic and sessile bacterial populations at single-cell resolution. Science 2021; 373. 10.1126/science.abi4882
|
[22] |
Eggermont JJ. Epidemiology and genetics of hearing loss and tinnitus. In Hearing Loss. 2017, 209- 234. 10.1016/ B978-0-12-805398-0.00007-4
|
[23] |
Ellwanger DC, Scheibinger M, Dumont RA et al. Transcriptional dynamics of hair-bundle morphogenesis revealed with cell trails. Cell Rep 2018; 23: 2901- 2914 e2913.
|
[24] |
Fang X, Jiang M, Zhou M et al. Elucidating the developmental dynamics of mouse stromal cells at single-cell level. Life Med 2022. 10.1093/lifemedi/lnac037
|
[25] |
Fellinger J, Holzinger D, Pollard R. Mental health of deaf people. Lancet 2012; 379: 1037- 1044.
|
[26] |
Fetoni AR, Picciotti PM, Paludetti G et al. Pathogenesis of presbycusis in animal models: a review. Exp Gerontol 2011; 46: 413- 425.
|
[27] |
Frisina RD, Ding B, Zhu X et al. Age-related hearing loss: prevention of threshold declines, cell loss and apoptosis in spiral ganglion neurons. Aging 2016; 8: 2081- 2099.
|
[28] |
Fu X, Sun X, Zhang L et al. Tuberous sclerosis complex-mediated mTORC1 overactivation promotes age-related hearing loss. J Clin Invest 2018; 128: 4938- 4955.
|
[29] |
Furness DN. Forgotten fibrocytes: a neglected, supporting cell type of the cochlea with the potential to be an alternative therapeutic target in hearing loss. Front Cell Neurosci 2019; 13: 532.
|
[30] |
Gong TW, Karolyi IJ, Macdonald J et al. Age-related changes in cochlear gene expression in normal and shaker 2 mice. J Assoc Res Otolaryngol 2006; 7: 317- 328.
|
[31] |
Gonzalez-Teuber V, Albert-Gasco H, Auyeung VC et al. Small molecules to improve ER proteostasis in disease. Trends Pharmacol Sci 2019; 40: 684- 695.
|
[32] |
Gratton MA, Meehan DT, Smyth BJ et al. Strial marginal cells play a role in basement membrane homeostasis: in vitro and in vivo evidence. Hear Res 2002; 163: 27- 36.
|
[33] |
Hadrian K, Melkonyan H, Schlatt S et al. Age-related distribution and potential role of SNCB in topographically different retinal areas of the common marmoset Callithrix jacchus, including the macula. Exp Eye Res 2019; 185: 107676.
|
[34] |
Hafemeister C, Satija R. Normalization and variance stabilization of single-cell RNA-seq data using regularized negative binomial regression. Genome Biol 2019; 20: 296.
|
[35] |
Haila S, Hastbacka J, Bohling T et al. SLC26A2 (diastrophic dysplasia sulfate transporter) is expressed in developing and mature cartilage but also in other tissues and cell types. J Histochem Cytochem 2001; 49: 973- 982.
|
[36] |
Hanzelmann S, Castelo R, Guinney J. GSVA: gene set variation analysis for microarray and RNA-seq data. BMC Bioinf 2013; 14: 7.
|
[37] |
He X, Memczak S, Qu J et al. Single-cell omics in ageing: a young and growing field. Nat Metab 2020; 2: 293- 302.
|
[38] |
Heeringa AN, Koppl C. The aging cochlea: towards unraveling the functional contributions of strial dysfunction and synaptopathy. Hear Res 2019; 376: 111- 124.
|
[39] |
Hequembourg S, Liberman MC. Spiral ligament pathology: a major aspect of age-related cochlear degeneration in C57BL/6 mice. J Assoc Res Otolaryngol 2001; 2: 118- 129.
|
[40] |
Hoa M, Olszewski R, Li X et al. Characterizing adult cochlear supporting cell transcriptional diversity using single-cell RNA-seq:validation in the adult mouse and translational implications for the adult human cochlea. Front Mol Neurosci 2020; 13: 13.
|
[41] |
Hoffmann TJ, Keats BJ, Yoshikawa N et al. A large genome-wide association study of age-related hearing impairment using electronic health records. PLoS Genet 2016; 12: e1006371.
|
[42] |
Hu H, Ji Q, Song M et al. ZKSCAN3 counteracts cellular senescence by stabilizing heterochromatin. Nucleic Acids Res 2020; 48: 6001- 6018.
|
[43] |
Huynh-Thu VA, Irrthum A, Wehenkel L et al. Inferring regulatory networks from expression data using tree-based methods. PLoS One 2010; 5: e12776.
|
[44] |
Ingham NJ, Rook V, Di Domenico F et al. Functional analysis of candidate genes from genome-wide association studies of hearing. Hear Res 2020; 387: 107879.
|
[45] |
Jabba SV, Oelke A, Singh R et al. Macrophage invasion contributes to degeneration of stria vascularis in Pendred syndrome mouse model. BMC Med 2006; 4: 37.
|
[46] |
Jafari Z, Kolb BE, Mohajerani MH. Age-related hearing loss and tinnitus, dementia risk, and auditory amplification outcomes. Ageing Res Rev 2019; 56: 100963.
|
[47] |
Janesick A, Scheibinger M, Benkafadar N et al. Cell-type identity of the avian cochlea. Cell Rep 2021; 34: 108900.
|
[48] |
Jeon EJ, Xu N, Xu L et al. Influence of central glia on spiral ganglion neuron neurite growth. Neuroscience 2011; 177: 321- 334.
|
[49] |
Jongkamonwiwat N, Ramirez MA, Edassery S et al. Noise exposures causing hearing loss generate proteotoxic stress and activate the proteostasis network. Cell Rep 2020; 33: 108431.
|
[50] |
Joung J, Konermann S, Gootenberg JS et al. Genome-scale CRISPRCas9 knockout and transcriptional activation screening. Nat Protoc 2017; 12: 828- 863.
|
[51] |
Kane KL, Longo-Guess CM, Gagnon LH et al. Genetic background effects on age-related hearing loss associated with Cdh23 variants in mice. Hear Res 2012; 283: 80- 88.
|
[52] |
Keithley EM. Pathology and mechanisms of cochlear aging. J Neurosci Res 2020; 98: 1674- 1684.
|
[53] |
Keithley EM, Canto C, Zheng QY et al. Age-related hearing loss and the ahl locus in mice. Hear Res 2004; 188: 21- 28.
|
[54] |
Kharkovets T, Dedek K, Maier H et al. Mice with altered KCNQ4 K+ channels implicate sensory outer hair cells in human progressive deafness. EMBO J 2006; 25: 642- 652.
|
[55] |
Kim HJ, Gratton MA, Lee JH et al. Precise toxigenic ablation of intermediate cells abolishes the “battery” of the cochlear duct. J Neurosci 2013; 33: 14601- 14606.
|
[56] |
Kim KX, Sanneman JD, Kim HM et al. Slc26a7 chloride channel activity and localization in mouse Reissner’s membrane epithelium. PLoS One 2014; 9: e97191.
|
[57] |
Kim D, Langmead B, Salzberg SL. HISAT: a fast spliced aligner with low memory requirements. Nat Methods 2015; 12: 357- 360.
|
[58] |
Kim YH, Kwak MS, Lee B et al. Secretory autophagy machinery and vesicular trafficking are involved in HMGB1 secretion. Autophagy 2021; 17: 2345- 2362.
|
[59] |
Kolla L, Kelly MC, Mann ZF et al. Characterization of the development of the mouse cochlear epithelium at the single cell level. Nat Commun 2020; 11: 2389.
|
[60] |
Korrapati S, Taukulis I, Olszewski R et al. Single cell and single nucleus RNA-seq reveal cellular heterogeneity and homeostatic regulatory networks in adult mouse stria vascularis. Front Mol Neurosci 2019; 12: 316.
|
[61] |
Kubota M, Scheibinger M, Jan TA et al. Greater epithelial ridge cells are the principal organoid-forming progenitors of the mouse cochlea. Cell Rep 2021; 34: 108646.
|
[62] |
Le Calvez S, Avan P, Gilain L et al. CD1 hearing-impaired mice. I: distortion product otoacoustic emission levels, cochlear function and morphology. Hear Res 1998; 120: 37- 50.
|
[63] |
Leng SX, Pawelec G. Single-cell immune atlas for human aging and frailty. Life Med 2022. 10.1093/lifemedi/lnac013
|
[64] |
Li HS, Borg E. Age-related loss of auditory sensitivity in two mouse genotypes. Acta Otolaryngol 1991; 111: 827- 834.
|
[65] |
Li Y, Liu H, Giffen KP et al. Transcriptomes of cochlear inner and outer hair cells from adult mice. Sci Data 2018; 5: 180199.
|
[66] |
Li J, Zheng Y, Yan P et al. A single-cell transcriptomic atlas of primate pancreatic islet aging. Natl Sci Rev 2020a. 10.1093/nsr/nwaa127
|
[67] |
Li Y, Liu H, Zhao X et al. Endolymphatic potential measured from developing and adult mouse inner ear. Front Cell Neurosci 2020b; 14: 584928.
|
[68] |
Li J, Zheng Y, Yan P et al. A single-cell transcriptomic atlas of primate pancreatic islet aging. Natl Sci Rev 2021; 8.
|
[69] |
Lin FR, Metter EJ, O’Brien RJ et al. Hearing loss and incident dementia. Arch Neurol 2011; 68: 214- 220.
|
[70] |
Liu B, Li C, Li Z et al. An entropy-based metric for assessing the purity of single cell populations. Nat Commun 2020; 11: 3155.
|
[71] |
Liu H, Giffen KP, Chen L et al. Molecular and cytological profiling of biological aging of mouse cochlear inner and outer hair cells. Cell Rep 2022; 39: 110665.
|
[72] |
Love MI, Huber W, Anders S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol 2014; 15: 550.
|
[73] |
Ma S, Sun S, Geng L et al. Caloric restriction reprograms the single-cell transcriptional landscape of rattus norvegicus aging. Cell 2020; 180: 984- 1001 e1022.
|
[74] |
Ma S, Sun S, Li J et al. Single-cell transcriptomic atlas of primate cardiopulmonary aging. Cell Res 2021; 31: 415- 432.
|
[75] |
Magimaidas A, Madireddi P, Maifrede S et al. Gadd45b deficiency promotes premature senescence and skin aging. Oncotarget 2016; 7: 26935- 26948.
|
[76] |
McGinnis CS, Murrow LM, Gartner ZJ. DoubletFinder: doublet detection in single-cell rna sequencing data using artificial nearest neighbors. Cell Syst 2019; 8: 329- 337 e324.
|
[77] |
Mei L, Chen J, Zong L et al. A deafness mechanism of digenic Cx26(GJB2) and Cx30 (GJB6) mutations: reduction of endocochlear potential by impairment of heterogeneous gap junctional function in the cochlear lateral wall. Neurobiol Dis 2017; 108: 195- 203.
|
[78] |
Mellado Lagarde MM, Wan G, Zhang L et al. Spontaneous regeneration of cochlear supporting cells after neonatal ablation ensures hearing in the adult mouse. Proc Natl Acad Sci USA 2014; 111: 16919- 16924.
|
[79] |
Mianne J, Chessum L, Kumar S et al. Correction of the auditory phenotype in C57BL/6N mice via CRISPR/Cas9-mediated homology directed repair. Genome Med 2016; 8: 16.
|
[80] |
Milon B, Shulman ED, So KS et al. A cell-type-specific atlas of the inner ear transcriptional response to acoustic trauma. Cell Rep 2021; 36: 109758.
|
[81] |
Morgan A, Vuckovic D, Krishnamoorthy N et al. Next-generation sequencing identified SPATC1L as a possible candidate gene for both early-onset and age-related hearing loss. Eur J Hum Genet 2019; 27: 70- 79.
|
[82] |
Mori K. Signalling pathways in the unfolded protein response: development from yeast to mammals. J Biochem 2009; 146: 743- 750.
|
[83] |
Nelson RF, Glenn KA, Zhang Y et al. Selective cochlear degeneration in mice lacking the F-box protein, Fbx2, a glycoprotein-specific ubiquitin ligase subunit. J Neurosci 2007; 27: 5163- 5171.
|
[84] |
Ni G, Elliott SJ, Ayat M et al. Modelling cochlear mechanics. Biomed Res Int 2014; 2014: 150637.
|
[85] |
Ohlemiller KK, Rice ME, Lett JM et al. Absence of strial melanin coincides with age-associated marginal cell loss and endocochlear potential decline. Hear Res 2009; 249: 1- 14.
|
[86] |
Oike H, Kohyama K, Mochizuki-Kawai H et al. Food hardness influences the progression of age-related hearing loss in mice. Exp Gerontol 2021; 149: 111335.
|
[87] |
Oshima K, Shin K, Diensthuber M et al. Mechanosensitive hair celllike cells from embryonic and induced pluripotent stem cells. Cell 2010; 141: 704- 716.
|
[88] |
Park M, Ohana E, Choi SY et al. Multiple roles of the SO4(2-)/Cl-/OHexchanger protein Slc26a2 in chondrocyte functions. J Biol Chem 2014; 289: 1993- 2001.
|
[89] |
Petitpre C, Wu H, Sharma A et al. Neuronal heterogeneity and stereotyped connectivity in the auditory afferent system. Nat Commun 2018; 9: 3691.
|
[90] |
Podnar J, Deiderick H, Hunicke-Smith S. Next-generation sequencing fragment library construction. Curr Protoc Mol Biol 2014; 107: 7 17 11- 16.
|
[91] |
Popelar J, Groh D, Mazelova J et al. Cochlear function in young and adult Fischer 344 rats. Hear Res 2003; 186: 75- 84.
|
[92] |
Qiu X, Hill A, Packer J et al. Single-cell mRNA quantification and differential analysis with Census. Nat Methods 2017; 14: 309- 315.
|
[93] |
Ranum PT, Goodwin AT, Yoshimura H et al. Insights into the biology of hearing and deafness revealed by single-cell RNA sequencing. Cell Rep 2019; 26: 3160- 3171 e3163.
|
[94] |
Ray J, Popli G, Fell G. Association of cognition and age-related hearing impairment in the english longitudinal study of ageing. JAMA Otolaryngol Head Neck Surg 2018; 144: 876- 882.
|
[95] |
Read A, Schroder M. The unfolded protein response: an overview. Biology (Basel) 2021; 10. 10.3390/biology10050384
|
[96] |
Ritchie ME, Phipson B, Wu D et al. Limma powers differential expression analyses for RNA-sequencing and microarray studies. Nucleic Acids Res 2015; 43: e47.
|
[97] |
Saibil H. Chaperone machines for protein folding, unfolding and disaggregation. Nat Rev Mol Cell Biol 2013; 14: 630- 642.
|
[98] |
Salzer MC, Lafzi A, Berenguer-Llergo A et al. Identity noise and adipogenic traits characterize dermal fibroblast aging. Cell 2018; 175: 1575- 1590 e1522.
|
[99] |
Samee N, Geoffroy V, Marty C et al. Dlx5, a positive regulator of osteoblastogenesis, is essential for osteoblast-osteoclast coupling. Am J Pathol 2008; 173: 773- 780.
|
[100] |
Sanders RD, Gillig PM. Cranial nerve VIII: hearing and vestibular functions. Psychiatry (Edgmont) 2010; 7: 17- 22.
|
[101] |
Sanjana NE, Shalem O, Zhang , F. . Improved vectors and genome-wide libraries for CRISPR screening. Nat Methods 2014; 11: 783- 784.
|
[102] |
Schaeren-Wiemers N, Gerfin-Moser A. A single protocol to detect transcripts of various types and expression levels in neural tissue and cultured cells: in situ hybridization using digoxigenin-labelled cRNA probes. Histochemistry 1993; 100: 431- 440.
|
[103] |
Schaum N, Lehallier B, Hahn O et al; Tabula Muris Consortium. Ageing hallmarks exhibit organ-specific temporal signatures. Nature 2020; 583: 596- 602.
|
[104] |
Schmidt TA, Schumacher BL, Klein TJ et al. Synthesis of proteoglycan 4 by chondrocyte subpopulations in cartilage explants, monolayer cultures, and resurfaced cartilage cultures. Arthritis Rheum 2004; 50: 2849- 2857.
|
[105] |
Schuknecht HF, Gacek MR. Cochlear pathology in presbycusis. Ann Otol Rhinol Laryngol 1993; 102: 1- 16.
|
[106] |
Seo MS, Lee B, Kang KK et al. Phenotype of the aging-dependent spontaneous onset of hearing loss in DBA/2 Mice. Vet Sci 2021; 8. 10.3390/vetsci8030049
|
[107] |
Shrestha BR, Chia C, Wu L et al. Sensory neuron diversity in the inner ear is shaped by activity. Cell 2018; 174: 1229- 1246 e1217.
|
[108] |
Simon M, Van Meter M, Ablaeva J et al. LINE1 derepression in aged wild-type and SIRT6-deficient mice drives inflammation. Cell Metab 2019; 29: 871- 885 e875.
|
[109] |
Slade K, Plack CJ, Nuttall HE. The effects of age-related hearing loss on the brain and cognitive function. Trends Neurosci 2020; 43: 810- 821.
|
[110] |
Staecker H, Zheng QY, Van De Water TR. Oxidative stress in aging in the C57B16/J mouse cochlea. Acta Otolaryngol 2001; 121: 666- 672.
|
[111] |
Stuart T, Butler A, Hoffman P et al. Comprehensive integration of single-cell data. Cell 2019; 177: 1888- 1902 e1821.
|
[112] |
Su Z, Xiong H, Liu Y et al. Transcriptomic analysis highlights cochlear inflammation associated with age-related hearing loss in C57BL/6 mice using next generation sequencing. PeerJ 2020; 8: e9737.
|
[113] |
Sun S, Babola T, Pregernig G et al. Hair cell mechanotransduction regulates spontaneous activity and spiral ganglion subtype specification in the auditory system. Cell 2018; 174: 1247- 1263 e1215.
|
[114] |
Suzuki T, Nomoto Y, Nakagawa T et al. Age-dependent degeneration of the stria vascularis in human cochleae. Laryngoscope 2006; 116: 1846- 1850.
|
[115] |
Swartz JD. Pathology of the vestibulocochlear nerve. Neuroimaging Clin N Am 2008: 18: 321- 346, x-xi.
|
[116] |
Tabula Muris C. A single-cell transcriptomic atlas characterizes ageing tissues in the mouse. Nature 2020; 583: 590- 595.
|
[117] |
Trowe MO, Maier H, Petry M et al. Impaired stria vascularis integrity upon loss of E-cadherin in basal cells. Dev Biol 2011; 359: 95- 107.
|
[118] |
Urra H, Dufey E, Avril T et al. Endoplasmic reticulum stress and the hallmarks of cancer. Trends Cancer 2016; 2: 252- 262.
|
[119] |
van der Crabben SN, Hennus MP, McGregor GA et al. Destabilized SMC5/6 complex leads to chromosome breakage syndrome with severe lung disease. J Clin Invest 2016; 126: 2881- 2892.
|
[120] |
Vanlandewijck M, He L, Mae MA et al. A molecular atlas of cell types and zonation in the brain vasculature. Nature 2018; 554: 475- 480.
|
[121] |
Waldhaus J, Durruthy-Durruthy R, Heller S. Quantitative high-resolution cellular map of the organ of corti. Cell Rep 2015; 11: 1385- 1399.
|
[122] |
Walter P, Ron D. The unfolded protein response: from stress pathway to homeostatic regulation. Science 2011; 334: 1081- 1086.
|
[123] |
Wan G, Gomez-Casati ME, Gigliello AR et al. Neurotrophin-3 regulates ribbon synapse density in the cochlea and induces synapse regeneration after acoustic trauma. Elife 2014; 3. 10.7554/eLife.03564
|
[124] |
Wang J, Puel JL. Presbycusis: an update on cochlear mechanisms and therapies. J Clin Med 2020; 9. 10.3390/jcm9010218
|
[125] |
Wang W, Sun Y, Chen S et al. Impaired unfolded protein response in the degeneration of cochlea cells in a mouse model of age-related hearing loss. Exp Gerontol 2015; 70: 61- 70.
|
[126] |
Wang S, Hu B, Ding Z et al. ATF6 safeguards organelle homeostasis and cellular aging in human mesenchymal stem cells. Cell Discov 2018; 4: 2.
|
[127] |
Wang S, Zheng Y, Li J et al. Single-cell transcriptomic atlas of primate ovarian aging. Cell 2020a; 180: 585- 600 e519.
|
[128] |
Wang S, Zheng Y, Li Q et al. Deciphering primate retinal aging at single-cell resolution. Protein Cell 2020b; 12: 889- 898.
|
[129] |
Wang S, Zheng Y, Li Q et al. Deciphering primate retinal aging at single-cell resolution. Protein Cell 2021a; 12: 889- 898.
|
[130] |
Wang W, Zheng Y, Sun S et al. A genome-wide CRISPR-based screen identifies KAT7 as a driver of cellular senescence. Sci Transl Med 2021b; 13. 10.1126/scitranslmed.abd2655
|
[131] |
Wang S, Cheng F, Ji Q et al. Hyperthermia differentially affects specific human stem cells and their differentiated derivatives. Protein Cell 2022; 13: 615- 622.
|
[132] |
Wangemann P, Itza EM, Albrecht B et al. Loss of KCNJ10 protein expression abolishes endocochlear potential and causes deafness in Pendred syndrome mouse model. BMC Med 2004; 2: 30.
|
[133] |
Watson N, Ding B, Zhu X et al. Chronic inflammation - inflammaging - in the ageing cochlea: a novel target for future presbycusis therapy. Ageing Res Rev 2017; 40: 142- 148.
|
[134] |
Wattamwar K, Qian ZJ, Otter J et al. Increases in the rate of age-related hearing loss in the older old. JAMA Otolaryngol Head Neck Surg 2017; 143: 41- 45.
|
[135] |
Wei J, Shimazu J, Makinistoglu MP et al. Glucose uptake and Runx2 synergize to orchestrate osteoblast differentiation and bone formation. Cell 2015; 161: 1576- 1591.
|
[136] |
Willott JF. Effects of sex, gonadal hormones, and augmented acoustic environments on sensorineural hearing loss and the central auditory system: insights from research on C57BL/6J mice. Hear Res 2009; 252: 89- 99.
|
[137] |
Wu PZ, O’Malley JT, de Gruttola V et al. Age-related hearing loss is dominated by damage to inner ear sensory cells, not the cellular battery that powers them. J Neurosci 2020; 40: 6357- 6366.
|
[138] |
Xu C, Bailly-Maitre B, Reed JC. Endoplasmic reticulum stress: cell life and death decisions. J Clin Invest 2005; 115: 2656- 2664.
|
[139] |
Xue N, Song L, Song Q et al. Genes related to SNPs identified by Genome-wide association studies of age-related hearing loss show restriction to specific cell types in the adult mouse cochlea. Hear Res 2021; 410: 108347.
|
[140] |
Yang T, Gurrola JG 2nd, Wu H et al. Mutations of KCNJ10 together with mutations of SLC26A4 cause digenic nonsyndromic hearing loss associated with enlarged vestibular aqueduct syndrome. Am J Hum Genet 2009; 84: 651- 657.
|
[141] |
Yang H, Xiong H, Huang Q et al. Compromised potassium recycling in the cochlea contributes to conservation of endocochlear potential in a mouse model of age-related hearing loss. Neurosci Lett 2013; 555: 97- 101.
|
[142] |
Zhang K, Kaufman RJ. The unfolded protein response: a stress signaling pathway critical for health and disease. Neurology 2006; 66: S102- S109.
|
[143] |
Zhang Q, Liu H, McGee J et al. Identifying microRNAs involved in degeneration of the organ of corti during age-related hearing loss. PLoS One 2013; 8: e62786.
|
[144] |
Zhang X, Yuan Y, Jiang L et al. Endoplasmic reticulum stress induced by tunicamycin and thapsigargin protects against transient ischemic brain injury: involvement of PARK2-dependent mitophagy. Autophagy 2014; 10: 1801- 1813.
|
[145] |
Zhang Y, Chen Y, Ni W et al. Dynamic expression of Lgr6 in the developing and mature mouse cochlea. Front Cell Neurosci 2015; 9: 165.
|
[146] |
Zhang W, Zhang S, Yan P et al. A single-cell transcriptomic landscape of primate arterial aging. Nat Commun 2020; 11: 2202.
|
[147] |
Zhang H, Li J, Ren J et al. Single-nucleus transcriptomic landscape of primate hippocampal aging. Protein Cell 2021; 12: 695- 716.
|
[148] |
Zhang Y, Zheng Y, Wang S et al. Single-nucleus transcriptomics reveals a gatekeeper role for FOXP1 in primate cardiac aging. Protein & Cell 2022. 10.1093/procel/pwac038
|
[149] |
Zhao HB. Expression and function of pannexins in the inner ear and hearing. BMC Cell Biol 2016; 17: 16.
|
[150] |
Zheng QY, Johnson KR, Erway LC. Assessment of hearing in 80 inbred strains of mice by ABR threshold analyses. Hear Res 1999; 130: 94- 107.
|
[151] |
Zhou Y, Hu Z. Genome-wide demethylation by 5-aza-2’-deoxycytidine alters the cell fate of stem/progenitor cells. Stem Cell Rev Rep 2015; 11: 87- 95.
|
[152] |
Zhou Y, Zhou B, Pache L et al. Metascape provides a biologist-oriented resource for the analysis of systems-level datasets. Nat Commun 2019; 10: 1523.
|
[153] |
Zhou T, Kiran M, Lui KO et al. Decoding liver fibrogenesis with single-cell technologies. Life Medicine 2022. 10.1093/lifemedi/lnac040
|
[154] |
Zhu Y, Scheibinger M, Ellwanger DC et al. Single-cell proteomics reveals changes in expression during hair-cell development. Elife 2019. 8. 10.7554/eLife.50777
|
[155] |
Zou Z, Long X, Zhao Q et al. A Single-cell transcriptomic atlas of human skin aging. Dev Cell 2021; 56: 383- 397 e388.
|
[156] |
Zou X, Dai X, Mentis A-FA et al. From monkey single-cell atlases into a broader biomedical perspective. Life Medicine 2022. 10.1093/lifemedi/lnac028
|
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