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Astrocytes and oligodendrocytes undergo subtype-specific transcriptional changes in Alzheimer’s disease.
Open accessAbstract
Resolving glial contributions to Alzheimer's disease (AD) is necessary because changes in neuronal function, such as reduced synaptic density, altered electrophysiological properties, and degeneration, are not entirely cell autonomous. To improve understanding of transcriptomic heterogeneity in glia during AD, we used single-nuclei RNA sequencing (snRNA-seq) to characterize astrocytes and oligodendrocytes from apolipoprotein (APOE) Ɛ2/3 human AD and age- and genotype-matched non-symptomatic (NS) brains. We enriched astrocytes before sequencing and characterized pathology from the same location as the sequenced material. We characterized baseline heterogeneity in both astrocytes and oligodendrocytes and identified global and subtype-specific transcriptomic changes between AD and NS astrocytes and oligodendrocytes. We also took advantage of recent human and mouse spatial transcriptomics resources to localize heterogeneous astrocyte subtypes to specific regions in the healthy and inflamed brain. Finally, we integrated our data with published AD snRNA-seq datasets, highlighting the power of combining datasets to resolve previously unidentifiable astrocyte subpopulations.
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“Recently, transcriptomic studies have shown changes not only in microglia and astrocytes but also in oligodendrocytes, the myelinating cells of the central nervous system, in both human AD tissue [5,6]”
From Selective suppression of oligodendrocyte-derived amyloid beta rescues neuronal dysfunction in Alzheimer’s disease (2024) · cites this paper as [6]
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“This subcluster was enriched for genes involved in extracellular matrix organization [102, 135, 136], metabolic support [135, 137], and inflammatory modulation [138–141].”
From Tau Ablation Rewires Brain Cell Programs in Health and Restores Function in Disease (2026) · cites this paper as [102]
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“resulting in over 100,000 astrocyte nuclei in each brain region with ≈6,000 average total number of reads and ≈2,500 average total number of genes detected, which is orders of magnitude higher than previous studies9–15”
From Astrocyte transcriptomic changes along the spatiotemporal progression of Alzheimer’s disease (2024) · cites this paper as [14]
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“may have confounded previous studies that compared only control and severe AD donors or grouped late- and end-stage donors (Braak stage V/VI) together9–15”
From Astrocyte transcriptomic changes along the spatiotemporal progression of Alzheimer’s disease (2024) · cites this paper as [14]
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“A snRNA‐seq study in human AD also reported downregulation of synaptic cell adhesion–related gene expression and enrichment terms in an oligodendrocyte cluster. 65 , 66”
From Unique transcriptomic alterations in 5XFAD;PS19 mouse model identify glial lipid dysregulation and coordinated microglial–oligodendrocyte responses (2026) · cites this paper as [65]
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“our sample sizes are similar to those reported in previous publications9–17”
From Astrocyte transcriptomic changes along the spatiotemporal progression of Alzheimer’s disease (2024) · cites this paper as [14]
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Cites
1 retracted
ADAMTS13 maintains cerebrovascular integrity to ameliorate Alzheimer-like pathology
Cao, Y., Xu, H., Zhu, Y., Shi, M.-J., Wei, L., Zhang, J., Cheng, S., Shi, Y., Tong, H., Kang, L., et al. (2019) · PLOS Biology · doi:10.1371/journal.pbio.3000313 · Cited by 31
RetractedFiji: an open-source platform for biological-image analysis
Schindelin, J., Arganda-Carreras, I., Frise, E., Kaynig, V., Longair, M., Pietzsch, T., Preibisch, S., Rueden, C., Saalfeld, S., Schmid, B., et al. (2012) · Nature Methods · doi:10.1038/nmeth.2019 · Cited by 66,890
Robinson, M. D., McCarthy, D. J., & Smyth, G. K. (2010) · Bioinformatics · doi:10.1093/bioinformatics/btp616 · Cited by 41,364
Integrated analysis of multimodal single-cell data
Hao, Y., Hao, S., Andersen-Nissen, E., Mauck, W. M., Zheng, S., Butler, A., Lee, M. J., Wilk, A. J., Darby, C., Zagar, M., et al. (2020) · doi:10.1101/2020.10.12.335331 · Cited by 15,508
Comprehensive Integration of Single-Cell Data
Stuart, T., Butler, A., Hoffman, P., Hafemeister, C., Papalexi, E., Mauck, W. M., Hao, Y., Stoeckius, M., Smibert, P., & Satija, R. (2019) · Cell · doi:10.1016/j.cell.2019.05.031 · Cited by 15,453
Fast, sensitive and accurate integration of single-cell data with Harmony
Korsunsky, I., Millard, N., Fan, J., Slowikowski, K., Zhang, F., Wei, K., Baglaenko, Y., Brenner, M., Loh, P.-R., & Raychaudhuri, S. (2019) · Nature Methods · doi:10.1038/s41592-019-0619-0 · Cited by 10,488
Complex heatmaps reveal patterns and correlations in multidimensional genomic data
Gu, Z., Eils, R., & Schlesner, M. (2016) · Bioinformatics · doi:10.1093/bioinformatics/btw313 · Cited by 10,037
QuPath: Open source software for digital pathology image analysis
Bankhead, P., Loughrey, M. B., Fernández, J. A., Dombrowski, Y., McArt, D. G., Dunne, P. D., McQuaid, S., Gray, R. T., Murray, L. J., Coleman, H. G., et al. (2017) · Scientific Reports · doi:10.1038/s41598-017-17204-5 · Cited by 8,908
Neurotoxic reactive astrocytes are induced by activated microglia
Liddelow, S. A., Guttenplan, K. A., Clarke, L. E., Bennett, F. C., Bohlen, C. J., Schirmer, L., Bennett, M. L., Münch, A. E., Chung, W.-S., Peterson, T. C., et al. (2017) · Nature · doi:10.1038/nature21029 · Cited by 7,971
Self-citationDissecting the multicellular ecosystem of metastatic melanoma by single-cell RNA-seq
Tirosh, I., Izar, B., Prakadan, S. M., Wadsworth, M. H., Treacy, D., Trombetta, J. J., Rotem, A., Rodman, C., Lian, C., Murphy, G., et al. (2016) · Science · doi:10.1126/science.aad0501 · Cited by 4,944
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Fan, X., & Li, H. (2024) · Molecular Neurobiology · doi:10.1007/s12035-024-04617-3 · Cited by 11
Bartas, K., Nguyen, M. H., Zhao, W., Hui, M., Nie, Q., & Beier, K. T. (2025) · Scientific Reports · doi:10.1038/s41598-025-10795-4 · Cited by 15
“2C) 52,54 .”
Glial Cells and Itch: Possible Targets for Novel Antipruritic Therapies
Gao, X., Wang, Z., & Du, L. (2023) · ACS Chemical Neuroscience · doi:10.1021/acschemneuro.2c00638 · Cited by 7
Ospina, O. E., Soupir, A. C., & Fridley, B. L. (2023) · Methods in molecular biology · doi:10.1007/978-1-0716-2986-4_7 · Cited by 8
Guebel, D. V. (2023) · European Journal of Neuroscience · doi:10.1111/ejn.16081 · Cited by 7
“…et al., 2021; Forner et al., 2021; Galea et al., 2022; Habib et al., 2020; Liddelow et al., 2017; Rothman et al., 2018; Ruffinatti et al., 2018; Sadick et al., 2022; Simpson et al., 2011; Smith et al., 2022; Su et al., 2022), these data are not free from some experimental drawbacks…”
BackgroundFindAdapt: A python package for fast and accurate adapter detection in small RNA sequencing
Chen, H., Wang, J., Shyr, Y., & Liu, Q. (2024) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1011786 · Cited by 7
Xie, Y., Liu, J., Hou, Z., Wang, H., Liu, K., Chen, X., Fan, Z., Li, D., Li, C., Pan, Y., et al. (2025) · CNS Neuroscience & Therapeutics · doi:10.1111/cns.70187 · Cited by 6
“…nervous system [29] and have an important role in myelin formation and repair of nerves, and it has been suggested that the subtype of oligodendrocytes in mouse models of AD is specifically altered with the pathological process [30] and is closely related to the pathological process of AD [31].”
Ward, E., Benowitz, L. I., Brunner, T. M., Bu, G., Cayouette, M., Canto-Soler, V., Mesquita, S. D., Polo, A. D., DiAntonio, A., Duan, X., et al. (2025) · Molecular Neurodegeneration · doi:10.1186/s13024-025-00858-5 · Cited by 7
“Distinct substates of reactive astrocytes have also been identified in human tissues with neurodegenerative disease, including Alzheimer’s Disease [163, 210].”
InfluentialSelf-citationGreen, N. F. O., Sutton, G. J., Pérez‐Burillo, J., Wang, J., Bagot, S., Danon, H. G., Walsh, K., Gokoolparsadh, A., Miles, S. A., Yang, G., et al. (2025) · Nature Neuroscience · doi:10.1038/s41593-025-02154-3 · Cited by 10
“5a and Supplementary Table 6), with the enrichment for AD observed across three datasets 31,44,45 .”
Pacca-Corrêa, J. B. L., Fernandes, B. M., Siqueira, M., Schafbenker, R., Baumart, G. J., Damico, I. V., Gomes, F. C. A., & Matias, I. C. P. (2026) · Neurochemical Research · doi:10.1007/s11064-026-04709-7 · Cited by 6
Cui, Y., Wei, L., Wang, R., Ye, X., & Sakurai, T. (2024) · Current Bioinformatics · doi:10.2174/0115748936278884240102094058 · Cited by 6
Single-Nucleus Landscape of Glial Cells and Neurons in Alzheimer’s Disease
Lu, M., Li, J., Huang, Q., Mao, D., Yang, G. E., Lan, Y., Zeng, J., Pan, M., Shi, S., & Zou, D. (2024) · Molecular Neurobiology · doi:10.1007/s12035-024-04428-6 · Cited by 7
Caspase-dependent apoptosis induces reactivation and gliogenesis of astrocytes in adult mice
Kim, S.-C., Park, J., & Hwang, E. M. (2022) · Frontiers in Cellular Neuroscience · doi:10.3389/fncel.2022.1054956 · Cited by 6
“However, recent single-cell-level studies have suggested that astrocytes are heterogeneous and can be further subdivided and classified according to brain regions and stimuli-specific reactivity (Miller, 2018; Wang et al., 2020; Hasel et al., 2021; Sadick et al., 2022; Spurgat and Tang, 2022).”
BackgroundHigh-resolution omics of vascular ageing and inflammatory pathways in neurodegeneration
Kwok, A. J., Lu, J., Huang, J., Ip, B. Y. M., Mok, V., Lai, H. M., & Ko, H. (2023) · Seminars in Cell and Developmental Biology · doi:10.1016/j.semcdb.2023.06.005 · Cited by 6
Single-cell analysis of the nervous system at small and large scales with instant partitionsPreprint
Frazel, P. W., Fricano-Kugler, K., May-Zhang, A., O’Dea, M. R., Prakash, P., Desmet, N., Lee, H., Meltzer, R., Fontanez, K. M., Hettige, P., et al. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.07.14.549051 · Cited by 7
Self-citationSalas, I. H., Paumier, A., Tao, T., Derevyanko, A., Switzler, C., Burgado, J., Movsesian, M., Metanat, S., Dawoodtabar, T., Asbell, Q. N., et al. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.10.30.621182 · Cited by 6
Amatruda, M., Turati, J., Weiss, J., Villavicencio, J., Chen, Z., Britton, G. J., & Horng, S. H. (2025) · Brain and Behavior · doi:10.1002/brb3.70239 · Cited by 5
“Flow cytometry data were analyzed and represented for figures using either FCS Express software (De Novo) (Figures 1–5; Figures S1 and S2) or FloJo software (BD Bioscience) (Figures S3–S6) at the Flow Cytometry CoRE at Mount Sinai.”
Galvão, I. C., Lemoine, M., Kandratavicius, L., Yasuda, C. L., Alvim, M. K. M., Ghizoni, E., Blümcke, I., Cendes, F., Rogério, F., Lopes‐Cendes, Í., et al. (2025) · Epilepsia · doi:10.1111/epi.18413 · Cited by 8
“Signatures for OL subtypes were obtained from Jäkel et al. 33 and Sadick et al. 34”
InfluentialGuo, Y., Ma, J., Qi, R., Ma, R., Ma, X., Xu, J., Ye, K., Huang, Y., Yang, X., Zhang, J., et al. (2025) · Nature Communications · doi:10.1038/s41467-025-59464-0 · Cited by 5
“Although there are minimal transcriptional changes in neurons and other cells in AD cortex 23 , and a recent work also focused only on astrocytes and oligodendrocytes 39 .”
Zhang, T., Zhou, Q., Teng, Y., Duan, Z., Dai, H., Cheng, D., Han, J., & Liu, M. (2026) · Environmental Science & Technology · doi:10.1021/acs.est.5c11595 · Cited by 5
Liu, F., Wang, Z., Niu, D., Zhang, X., Nan, F., Jiang, S., Li, J., Yu, M., Yang, X., Zhang, S., et al. (2023) · Molecular Neurobiology · doi:10.1007/s12035-023-03553-y · Cited by 5
Jeon, S., Salvo, M. A., Alia, A. O., Popović, J., Zagardo, M., Chandra, S., Nassan, M. M., Gate, D., Vassar, R. J., & Cuddy, L. K. (2024) · Neurobiology of Disease · doi:10.1016/j.nbd.2024.106729 · Cited by 5
Chen, Y., Li, C., Yao, Y., & Yazhen, S. (2024) · Current Alzheimer Research · doi:10.2174/0115672050338777241028071955 · Cited by 6
Jin, Y. H., Topaloudi, A., Shekhar, S., Chen, G., Scott, A. N., Colon, B. D., Petros Drineas, B., Rochet, C., & Paschou, P. (2025) · Acta Neuropathologica Communications · doi:10.1186/s40478-024-01909-6 · Cited by 5
Mu, Y.-W., Wei, Z., Sun, M., Li, J., Jiang, Y., Jiang, H., Ma, A., Zhu, C., & Chen, X. (2025) · Nucleic Acids Research · doi:10.1093/nar/gkaf455 · Cited by 5
“Myelin lesions and the loss of oligodendrocytes have also been implicated as causes of a variety of neurodegenerative diseases, including Alzheimer’s disease (AD) [ 11–13 ], multiple sclerosis (MS) [ 14 , 15 ], and amyotrophic lateral sclerosis (ALS) [ 16 ].”
Baratta, A. M., Brandner, A. J., Plasil, S. L., Rice, R. C., & Farris, S. P. (2022) · Frontiers in Molecular Neuroscience · doi:10.3389/fnmol.2022.905328 · Cited by 7
Li, P., Wei, J., & Zhu, Y. (2023) · Briefings in Bioinformatics · doi:10.1093/bib/bbad417 · Cited by 5
“These findings corroborate results revealed by single-cell analysis that genes related to ion transmembrane transport and membrane potential were down-regulated in oligodendrocytes of AD patients [94].”
A comparative transcriptomic analysis of mouse demyelination models and multiple sclerosis lesions
Aboelnour, E. L., Vanoverbeke, V. R., Maupin, E. A., Hatfield, M. M., & Adams, K. L. (2026) · Nature Communications · doi:10.1038/s41467-026-72383-y · Cited by 4
Genetic and epigenetic drivers of neurodegenerative disorders
Roy, K., Syed, M., Narad, P., & Sengupta, A. (2025) · Progress in brain research · doi:10.1016/bs.pbr.2025.08.002 · Cited by 5
Cooperative multi-view integration with a scalable and interpretable model explainer
Choi, J. J., Kalafut, N. C., Gruenloh, T., Engelman, C. D., Lu, T., & Wang, D. (2025) · Nature Machine Intelligence · doi:10.1038/s42256-025-01111-w · Cited by 4
“HPSE2 modulates extracellular matrix remodeling and immune responses 53 (Fig.”
The Role of Oligodendrocytes in Alzheimer’s Disease Pathogenesis and Therapy
Guo, S., Yu, X., & Zhang, H. (2025) · Neuroglia · doi:10.3390/neuroglia6040046 · Cited by 5
“Transcrip-tomic studies of human AD brain samples [123,124] and AD mouse models [125] show that oligodendrocytes are enriched with mRNA transcripts for the amyloid precursor protein (APP) and the enzymes that process it.”
OMG! A proteomic determinant of neurodegenerative resiliency
Duggan, M. R., Oh, H. S., Frank, P., Gómez, G., Zweibaum, D. A., Cui, Y., Chen, J., Surapaneni, A., Blew, C., Dark, H. E., et al. (2026) · Molecular Neurodegeneration · doi:10.1186/s13024-025-00921-1 · Cited by 4
Dynamics and heterogeneity of the neurovascular unit in ischemic stroke
Teng, P., Wang, Y.-Y., Ding, C.-Y., Huang, J.-J., Nie, R., Liu, N., Hong, Y.-C., Yang, S.-G., & Zhou, F.-Q. (2026) · Trends in Pharmacological Sciences · doi:10.1016/j.tips.2026.01.005 · Cited by 5
Correale, J. D. (2026) · Journal of Neurochemistry · doi:10.1111/jnc.70414 · Cited by 4
“…single-cell and spatial transcriptomic studies have revealed extensive glial heterogeneity, the temporal evolution of microglial, astrocytic, and oligodendroglial states during disease progression, particularly in human tissue, remains incompletely mapped (Sadick et al. 2022; Prinz et al. 2021).”
Liu, H., Yang, H., Liu, S., Li, S., Yang, W. J., Ayesha, A., Tan, X., Jiang, C., Liu, Y., & Xie, L. (2024) · Journal of Visualized Experiments · doi:10.3791/66552 · Cited by 4
Zhao, H., Liang, K., Yu, Z., Wen, Y., Yu, X., Xin, J., Zhang, T., Zu, X., & Fang, Y. (2024) · iScience · doi:10.1016/j.isci.2024.110379 · Cited by 4
“37 Our IF co-staining results also showed that, in the hippocampal tissue, CCR3 was expressed mainly by microglia and to a lesser extent by neurons and astrocytes (Figure 5A).”
Zyuz’kov, G. N., Miroshnichenko, L. A., Polyakova, T. Y., Simanina, E. V., & Chaikovskii, A. V. (2024) · Central Nervous System Agents in Medicinal Chemistry · doi:10.2174/0118715249302264240715060630 · Cited by 4
Distinct Cellular Phenotypes of Language and Executive Decline in Amyotrophic Lateral Sclerosis
Petrescu, J., Gouveia Roque, C., Jackson, C. A., Daly, A. C., Butti, Z., Kang, K., Casel, O., Leung, M., Reilly, L., Eschbach, J., et al. (2026) · Cell · doi:10.1016/j.cell.2026.07.008 · Cited by 4
Cheng, L., Su, Y., Zhi, K., Xie, Y., Zhang, C., & Meng, X. (2022) · Frontiers in Cellular Neuroscience · doi:10.3389/fncel.2022.956029 · Cited by 4
“Mice were genotyped through polymerase chain reaction (PCR) by using tail DNA as previously described (Sadick et al., 2022).”
MethodMultifactorial glial responses and their contributions to Alzheimer's disease continuum
Hijioka, M., Manabe, T., & Saito, T. (2023) · Clinical and Experimental Neuroimmunology · doi:10.1111/cen3.12745 · Cited by 4
Bonomi, C. G., Chiaravalloti, A., Camedda, R., Ricci, F., Mercuri, N. B., Schillaci, O., Koch, G., Martorana, A., & Motta, C. (2023) · Biomedicines · doi:10.3390/biomedicines11030725 · Cited by 5
“Many studies have also reported changes in the astrocytic secretome profile occurring in response to AD pathophysiology [20,21], including, among others, the increased production of both plasma and CSF levels of Glial Fibrillary Acidic Protein (GFAP)—the main intermediate filament protein in mature astrocytes—[22,23]…”
BackgroundAn astrocyte-derived cytokine TIMP-1 restores synaptic plasticity in an Alzheimer’s disease modelPreprint
Sarkar, S., Gharami, K., Paidi, R. K., Srikumar, B. N., & Biswas, S. C. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.03.18.533245 · Cited by 4
Schartz, N. D., Liang, H. Y., Carvalho, K., Chu, S., Mendoza‐Arvilla, A., Petrisko, T. J., Gómez-Arboledas, Á., Mortazavi, A., & Tenner, A. J. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.08.22.554306 · Cited by 4
“Disease specific changes in astrocyte 409 gene expression have also been reported in SN RNA-seq data from human AD samples (60).”
BackgroundNakatsuka, N. J., Adler, D. I., Jiang, L., Hartman, A., Cheng, E., Klann, E., & Satija, R. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.10.15.618577 · Cited by 4
Characterization of Isolated Human Astrocytes from Aging Brain
Serrano, G. E., Aslam, S., Walker, J. E., Piras, I. S., Huentelman, M. J., Arce, R. A., Glass, M. J., Intorcia, A. J., Suszczewicz, K. E., Borja, C. I., et al. (2025) · International Journal of Molecular Sciences · doi:10.3390/ijms26073416 · Cited by 3
“Perhaps not surprisingly, given the glial tauopathy present in PSP, the most dysregulated astrocyte-enriched populations were those derived from PSP cases.”
Swindell, W. R. (2025) · NeuroSci · doi:10.3390/neurosci6030065 · Cited by 3
“On the other hand, genes linked to immune ODs (ImOLs) [90] and Int6 [89] phenotypes often had ALS-increased expression and included several increased DEGs such as APOC1 , APOE , MSR1 and NRP2 (Figure S28F–”
Wei, H., Zhang, G., Xu, Y., Zhao, A., Zheng, Y., Shao, Y. W., Yang, L., Wang, J., & Jiang, X. (2025) · Phytomedicine · doi:10.1016/j.phymed.2025.157238 · Cited by 3
Zhao, Z., Duan, X., Luo, J. K., He, Z., Zhang, Y., Wang, M., Qin, J., Lin, S., & Chen, H. (2025) · Biology Direct · doi:10.1186/s13062-025-00719-7 · Cited by 3
“This approach has been successfully applied to reveal nuanced cell-type-specific responses in neurological diseases such as multiple sclerosis and Alzheimer’s disease [18], but its application to the study of the brain-electrode interface remains limited.”
Bai, J., Li, J., Tang, L., Sun, W., Gao, F., Zhang, X., Bian, R., & Wang, R. (2026) · Toxics · doi:10.3390/toxics14010079 · Cited by 4
“Additionally, Olig1 and Olig2 are key transcription factors essential for the differentiation of oligodendrocytes and the integrity of myelin sheaths [48].”
Balak, C. D., Schlachetzki, J. C. M., Lana, A. J., West, E., Hong, C., DuGal, J., Zhou, Y., Li, B., Spann, N. J., Saisan, P. A., et al. (2026) · Immunity · doi:10.1016/j.immuni.2026.07.008 · Cited by 7
Bustos, L. M., & Sattler, R. (2023) · Frontiers in Molecular Medicine · doi:10.3389/fmmed.2023.1075805 · Cited by 4
“Whereby these cells undergo both gains and losses of functions that are dependent on their given subtype and regional pathogenic load (Sadick et al., 2022).”
BackgroundResearch progress on humoral biomarkers of Alzheimer’s disease: A review
Zhang, H., Fu, X., Yang, M., Song, X., Li, M., & Wang, X. (2024) · Medicine · doi:10.1097/md.0000000000038978 · Cited by 4
Shi, J., Zhang, M., Hu, Y., Liu, J., Li, K., Sun, X., Chen, S., Liu, J., Ye, L., Fan, J., et al. (2025) · Neurobiology of Disease · doi:10.1016/j.nbd.2025.106909 · Cited by 3
The neuroimmune interface in retinal regeneration
Bhattacharya, S., Deka, J., Avallone, T., & Todd, L. J. (2025) · Progress in Retinal and Eye Research · doi:10.1016/j.preteyeres.2025.101361 · Cited by 4
Astrocytic AEG-1 drives neuroinflammation and enhances seizure susceptibility
Chen, Y., Yu, Y., Kou, J., Qi, H., Zhang, C., Wang, F., Zhou, L., Liang, X., Xu, K., Zhang, C., et al. (2025) · Neurobiology of Disease · doi:10.1016/j.nbd.2025.106957 · Cited by 3
Dysregulation of polarity proteins in astrocyte reactivity
Luo, J. (2023) · Ageing Research Reviews · doi:10.1016/j.arr.2023.101869 · Cited by 3
Oligodendrocytes, the Forgotten Target of Gene Therapy
Ozgür-Gunes, Y., Stunff, C. L., & Bougneres, P. F. (2024) · Cells · doi:10.3390/cells13231973 · Cited by 4
“In the near future, new pathogenic mechanisms will likely be unraveled at the molecular and cell level, thanks to the connectome, interactome and metabolome approaches currently developed in PD [417–424], AD [121,425–429], HD [430] and MS [400].”
Yuan, X., Li, W., Liu, Q., Ou, Y., Li, J., Yan, Q., & Zhang, P. (2024) · Cellular and molecular neurobiology · doi:10.1007/s10571-024-01524-y · Cited by 2
“…along developmental trajectories (Treutlein et al. 2016; Hook et al. 2018; Hammond et al. 2019; Li et al. 2019, 2022; Mukherjee et al. 2020; Zhang et al. 2021; Gerrits et al. 2022; Sadick et al. 2022; Tang et al. 2022; Wei et al. 2022; Xing et al. 2022; Yang et al. 2022; Zhou et al. 2022).”
Glia in Neurodegenerative DiseasePreprint
Crowley, G., Attwell, D., Phatnani, H. P., Sontheimer, H. W., & Hong, S. Y. (2024) · Cold Spring Harbor Perspectives in Biology · doi:10.1101/cshperspect.a041375 · Cited by 3
Dynamic dysregulation of retrotransposons in neurodegenerative diseases at the single-cell levelPreprint
Deng, W., Citu, C., Liu, A., & Zhao, Z. (2024) · Genome Research · doi:10.1101/gr.279363.124 · Cited by 3
Systematic review and meta-analysis of bulk RNAseq studies in human Alzheimer’s disease brain tissuePreprint
Heberle, B. A., Fox, K. L., Libermann, L. L., Xavier, S. R. M., Dallarosa, G. T., Santos, R. C., Fardo, D. W., Viola, T. W., & Ebbert, M. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.11.07.622520 · Cited by 3
Balak, C. D., Schlachetzki, J. C. M., Lana, A. J., West, E., Hong, C., DuGal, J., Zhou, Y., Li, B. C., Saisan, P. A., Spann, N. J., et al. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.11.12.623296 · Cited by 3
Izagirre‐Urizar, L., Mora-Huerta, L., Soler-Sáez, I., Morales‐Gallel, R., Ulloa-Navas, M. J., Chara, J. C., Calovi, S., Deboux, C., Merino‐Cacho, L., Netzahualcoyotzi, C., et al. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.01.10.632306 · Cited by 3
Graham, A. C., Bellou, E., Harwood, J. C., Yaman, U., Celikag, M., Magusali, N., Rambarack, N., Botia, J. A., Frigerio, C. S., Hardy, J., et al. (2023) · doi:10.1101/2023.03.30.23287975 · Cited by 4
Reid, M. J., Leija‐Salazar, M., Troakes, C., Lynham, S., Srivastava, D. P., Perez‐Nievas, B. G., & Noble, W. J. (2025) · iScience · doi:10.1016/j.isci.2025.112793 · Cited by 2
“73 Other hits include genes involved in growth factor signaling such as FSTL1 and TGFBR2 .”
The roles of microglia and astrocytes in inflammasomes and neurological disorders
Xia, Y., Huang, Y., Liu, Y., Zhang, X., Kang, H., Liu, Y., Yu, C., Gan, C., & Zhang, H. (2025) · Neural Regeneration Research · doi:10.4103/nrr.nrr-d-24-01574 · Cited by 2
Thapa, R., Adhikari, N., Gautam, S., Sun, M., McOmie, S., Davydzenka, V., SMITH, D. R., Syring, J., Kaligis, H., Kosmicki, J. M., et al. (2025) · iScience · doi:10.1016/j.isci.2025.113745 · Cited by 2
“66,107 In our study, TDP-43 depletion resulted in elevated expression of immune-related genes in oligodendrocytes, an effect that became more pronounced after 6 months of TDP-43 depletion.”
scTWAS: a powerful statistical framework for single-cell transcriptome-wide association studies
Lin, Z., & Su, C. (2026) · Nature Communications · doi:10.1038/s41467-026-70374-7 · Cited by 4
Poulot-Becq-Giraudon, Y., Guillemaud, O., Degl’Innocenti, E., Letenneur, V., Bascarane, K., Barbay, T., Clausen, M. M., Derbois, C., Guillermier, M., Juricek, L., et al. (2026) · Nature Communications · doi:10.1038/s41467-026-71826-w · Cited by 2
Liu, Z., Liu, J. J., 梁浚婧, Meng, C., Wang, Q., Luo, Y., & Zhang, H. (2026) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2026.1843643 · Cited by 2
Histopathologic Findings and Knowledge Gaps in Glaucomatous Neurodegeneration
Hui, F., & Williams, P. A. (2026) · American Journal Of Pathology · doi:10.1016/j.ajpath.2026.04.020 · Cited by 2
Wang, Q.-Q., Sun, Q.-Q., Guo, Y.-S., Yin, S., & Zhou, J. (2026) · Translational Neurodegeneration · doi:10.1186/s40035-026-00571-3 · Cited by 2
Chen, R., Nie, P., Wang, J., & Wang, G. (2024) · Wiley Interdisciplinary Reviews - RNA · doi:10.1002/wrna.1865 · Cited by 3
“…future research directions is to integrate various spatial and single-cell sequencing techniques to understand the role of non-neuronal cells in brain development, diseases, and evolution (Armand et al., 2021; Park et al., 2023; Piwecka et al., 2023; Sadick et al., 2022; van Bruggen et al., 2017).”
Prater, K. E., & Lin, K. (2024) · Glia · doi:10.1002/glia.24633 · Cited by 3
“Examples of both positive and negative selection can be found in the literature for many types of glia (e.g., Gerrits et al., 2021; Nott et al., 2019; Ochocka et al., 2021; Prater et al., 2023; Sadick et al., 2022; Schroeter et al., 2021; Wei et al., 2023; Yang et al., 2022).”
Multilayer Analysis of RNA Sequencing Data in Alzheimer’s Disease to Unravel Molecular Mysteries
Uzuner, D., İlgün, A., Düz, E., Bozkurt, F. B., & Çakır, T. (2024) · Advances in neurobiology · doi:10.1007/978-3-031-69188-1_9 · Cited by 2
Bonzanni, M., Braga, A., Saito, T., Saido, T. C., Tesco, G., & Haydon, P. G. (2024) · iScience · doi:10.1016/j.isci.2024.111616 · Cited by 4
Morrissey, Z. D., Kumar, P., Phan, T., Maienschein‐Cline, M., Leow, A., & Lazarov, O. (2025) · Frontiers in Dementia · doi:10.3389/frdem.2025.1546433 · Cited by 2
Girardi, C. S., Yi, L., Fitz, N. F., Gelain, D. P., Lefterov, I. M., & Koldamova, R. P. (2026) · International Journal of Molecular Sciences · doi:10.3390/ijms27052435 · Cited by 2
“Marker genes for cell types were selected based on previous publications [42,47,55].”
Maximizing the utility of brain organoid models and overcoming their perceived limitations
Wenzel, T. J., & Mousseau, D. D. (2024) · Elsevier eBooks · doi:10.1016/b978-0-323-95730-4.00009-3 · Cited by 2
Proteomics of the astrocyte secretome reveals changes in their response to soluble oligomeric AßPreprint
Matafora, V., Gorb, A., Noble, W., Bachi, A., Perez-Nievas, B., & Jimenez-Sanchez, M. (2023) · bioRxiv · doi:10.1101/2023.01.18.523916
MiR-302-Induced anti-aging neural stem cells enhance cognitive function and extend lifespanPreprint
Li, Y., Sun, J., Zheng, Y., Xu, T., Zhang, Y., & Wang, Y. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.02.13.528232 · Cited by 2
“, APOE) impair astrocytes and microglia, which in turn can alter NSCs function (43, 44).”
BackgroundAlbert‐Gascó, H., Smith, H., Alvarez‐Castelao, B., Swinden, D., Halliday, M., Janaki‐Raman, S., Butcher, A. J., & Mallucci, G. R. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.06.05.543732 · Cited by 2
Single-cell Data Unveil the Multifaceted Role of LRP1 in Alzheimer’s Disease PathogenesisPreprint
Chen, K., Wei, Z., Wei, A., Qin, Y., Liu, C., Xin, H., Chen, S., Ge, Y., Li, B., Wang, K., et al. (2024) · Research Square · doi:10.21203/rs.3.rs-3827465/v1 · Cited by 3
Bonzanni, M., Braga, A., Saito, T., Saido, T. C., Tesco, G., & Haydon, P. G. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.04.24.590882 · Cited by 2
Zhu, B., Wangzhou, A., Yu, D., Li, T., Schmidt, R., Florencio, S. L. D., Chao, L., Perez, Y., Grinberg, L. T., Spina, S., et al. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.10.15.618329 · Cited by 2
Zhang, S., Hu, H., Wang, X., Chengjie, X., Asmann, Y. W., & Ren, Y. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.03.14.643349 · Cited by 2
Integrative analysis reveals generalizable human neurodegenerative disease-associated glial statesPreprint
Horan-Portelance, L., Acri, D. J., Mann, A., Brooks, J., Bailey, H. M., Gibbs, J. R., DeCasien, A. R., & Cookson, M. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.09.25.678630 · Cited by 3
Boers-Escuder, C., Kater, M. S. J., van der Zwan, M., Gouwenberg, Y., Klaassen, R. V., Huffels, C. F. M., Pekny, M., Hol, E. M., Smit, A. B., & Verheijen, M. H. G. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.03.24.713865 · Cited by 2
Single-cell omics and heterogeneity of neuroglial cells
Lahaie, S. C., Brezner, N., & Murai, K. K. (2025) · Handbook of clinical neurology · doi:10.1016/b978-0-443-19104-6.00013-9 · Cited by 1
Qian, M., Wang, Z., Liu, H., Zhang, X., Xu, J., Zhang, Y., Chen, L., Zhou, Z., Yu, Y., & Dong, W. (2025) · Journal of Neuropathology & Experimental Neurology · doi:10.1093/jnen/nlaf042 · Cited by 1
Pa, C., Shen, S., Dai, Y. L., & Wu, M. (2025) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2025.1614132 · Cited by 2
Roles of Glia in Synapse Nano-organization
Choi, Y., & Chung, W. (2026) · Advances in neurobiology · doi:10.1007/978-3-032-12594-1_11 · Cited by 1
Oligodendrocytes at the crossroads: Central players and interactive partners in white matter aging
Zhang, X., Yu, P., Chen, Y., Xu, Y., Xu, R., Yang, X., Lv, S., Shang, H., & Hu, Y. (2026) · Ageing Research Reviews · doi:10.1016/j.arr.2026.103034 · Cited by 1
Yang, Z., Zhang, M., Zhi, W., Lizhen, Hu, X., Zou, Y., & Wang, L. (2026) · International Journal of Molecular Sciences · doi:10.3390/ijms27031492 · Cited by 3
Decoding Alzheimer's Disease One Cell Class at a Time
Darvas, M., Cook, D. G., & Scimemi, A. (2026) · Cellular and Molecular Neurobiology · doi:10.1007/s10571-026-01685-y · Cited by 1
“This led to the identification of nine astrocyte subclasses with unique transcriptomic signa - tures (Sadick et al. 2022 ), with some level of overlap with prior works (Grubman et al. 2019; Mathys et al. 2019; Zhou et al. 2020 ).”
An, X., Wang, Y., Cao, M., Yi, Z., Zeng, X., Yu, W., & Ren, Z. (2026) · Journal of Alzheimer s Disease Reports · doi:10.1177/25424823261423079 · Cited by 1
Enhancer dynamics and cellular architecture in the human spinal cord
Kandror, E. K., Wang, A., Carriere, M., Peterson, A., Liao, W., Tjärnberg, A., Fung, J. H., Mahbubani, K. T. A., Loper, J., Pangburn, W., et al. (2026) · Neuron · doi:10.1016/j.neuron.2025.12.035 · Cited by 2
Chimal‐Juárez, E., Jury, N., Gómez-Isaza, L., Troncoso, J. C., & Lasagna‐Reeves, C. A. (2026) · Alzheimer s & Dementia · doi:10.1002/alz.71208 · Cited by 3
“Although previous snRNA-seq studies have identified distinct cell populations and altered pathways in AD, 29,123–125 they lack the spatial resolution necessary to capture microenvironment-specific changes, a key feature AD/CAA mixed pathology.”
InfluentialSingle-nucleus brain transcriptomics reveals microglia dysfunction in multiple system atrophy
Rydbirk, R., Sørensen, F. N. F., Folke, J., Haukedal, H., Asenjo-Martínez, A., Vargas, I. L., McGarry, S., Hollmann, O. C., Gherardelli, C., Sepulveda, S. E., et al. (2026) · Nature Communications · doi:10.1038/s41467-026-71525-6 · Cited by 2
“Importantly, snRNA-seq has been applied to postmortem brain samples of Alzheimer ’ s disease and revealed novel molecular mechanisms that dramatically improved our understanding of disease pathogenesis 14 – 17 .”
Svobodová, I., Bendová, Z., & Novotný, J. (2026) · Journal of Integrative Neuroscience · doi:10.31083/jin49765 · Cited by 2
Metadata
- Authors
- Sadick, J. S., O’Dea, M. R., Hasel, P., Dykstra, T., Faustin, A., & Liddelow, S. A.
- Affiliations
- New York University (US)
- NYU Langone Health (US)
- Corresponding author
- Liddelow, Shane A.
- ORCID
- Venue
- Neuron
- Publisher
- Elsevier BV
- Published
- 2022-06
- Volume
- 110
- Issue
- 11
- Pages
- 1788-1805.e10
- ISSN
- 0896-6273 (ISSN-L)
- PMC
- PMC9167747
- OpenAlex
- W4225491855
- Cited by
- 415
- References
- 106
- Citations by year
- 2026: 89 · 2025: 93 · 2024: 103 · 2023: 90 · 2022: 38
- FWCI
- 53.81
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.elsevier.com/tdm/userlicense/1.0/ (tdm)
- www.elsevier.com/legal/tdmrep-license (tdm)
- www.elsevier.com/open-access/userlicense/1.0/ (vor, 365 d)
- doi.org/10.15223/policy-017 (stm-asf)
- doi.org/10.15223/policy-037 (stm-asf)
- doi.org/10.15223/policy-012 (stm-asf)
- doi.org/10.15223/policy-029 (stm-asf)
- doi.org/10.15223/policy-004 (stm-asf)
- Locations
- Neuron (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Icahn School of Medicine at Mount Sinai
- NIH (T32AG052909)
- Cure Alzheimer's Fund
- Rhode Island Hospital
- Blas Frangione Foundation
- University of Texas MD Anderson Cancer Center
- Presbyterian Historical Society (P30 AG08051)
- School of Medicine, New York University
- Stanford Genome Technology Center
- Alzheimer's Association
- Alzheimer’s Research UK
- Alzheimer's Disease Research Center, University of Pittsburgh
- Topics
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Alzheimer's disease research and treatments
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Single-cell and spatial transcriptomics
- Life Sciences › Neuroscience › Neurology › Neuroinflammation and Neurodegeneration Mechanisms
- Keywords
- Alzheimer's disease, astrocytes, oligodendrocytes, glial heterogeneity, astrocyte subtypes, single-nucleus RNA sequencing, transcriptomic changes, neuroinflammation, spatial transcriptomics, data integration
- MeSH terms
- Alzheimer Disease, Animals, Astrocytes, Humans, Neuroglia, Oligodendroglia, RNA, Small Nuclear, Mice, Transcriptome
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