Single-Nucleus RNA Sequencing Reveals the Mechanism of Neonatal Hypoxic–Ischemic Encephalopathy and the Neuroprotection Effects of Salvianolic Acid C

Xuan Mou , Lu Li , Xinyue Liu , Aolin Zhang , Tao He , Baofeng Rao , Jiatian Zhang , Renjie Chen , Malte Spielmann , Chi Chiu Wang , Bin Cong , Xiaohui Fan

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Single-Nucleus RNA Sequencing Reveals the Mechanism of Neonatal Hypoxic–Ischemic Encephalopathy and the Neuroprotection Effects of Salvianolic Acid C

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Abstract

Neonatal hypoxic–ischemic encephalopathy (HIE), resulting from perinatal asphyxia-induced hypoxic–ischemic brain damage (HIBD), is a severe neurological disorder that impairs neurodevelopment, and no definitive therapies are available. The polyphenolic natural compound salvianolic acid C (SAC) exhibits antioxidant, anti-inflammatory, and antiapoptotic properties. In this study, we evaluated the efficacy of SAC in treating HIE via animal and human brain organoid experiments. Human brain organoids served as a translational platform for assessing natural product efficacy and clinical effect prediction. Rat brain tissues were harvested at two time points (24 h and 7 d after HIBD and SAC administration) for single-nucleus RNA sequencing. In vitro and in vivo experiments, including microarrays and gene silencing, were employed to confirm the sequencing findings. Our findings demonstrated that during the acute phase of HIBD, SAC suppressed signal transducer and activator of transcription 3+ (Stat3+) astrocyte-driven acute neuroinflammation, decreased inflammatory factor release, and maintained glial–immune homeostasis. During the subacute phase, SAC promoted oligodendrocyte differentiation and facilitated crosstalk between anti-inflammatory microglia and myelinating oligodendrocytes, establishing a regenerative microenvironment and enhancing neuregulin 3 (NRG3)–receptor tyrosine-protein kinase erbB-4 (ErbB4) signaling axis activity. These coordinated mechanisms highlight the dual capacity of SAC in mitigating early injury and driving structural repair in the later stages. This study revealed the pathophysiology of HIE and the multitarget neuroprotective effects of SAC against this disorder at single-cell resolution, advancing the mechanistic foundations for SAC-based therapies in neonatal brain injury.

Keywords

Neonatal hypoxic–ischemic encephalopathy / Salvianolic acid C / Human brain organoids / Single-nucleus RNA sequencing

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Xuan Mou, Lu Li, Xinyue Liu, Aolin Zhang, Tao He, Baofeng Rao, Jiatian Zhang, Renjie Chen, Malte Spielmann, Chi Chiu Wang, Bin Cong, Xiaohui Fan. Single-Nucleus RNA Sequencing Reveals the Mechanism of Neonatal Hypoxic–Ischemic Encephalopathy and the Neuroprotection Effects of Salvianolic Acid C. Engineering DOI:10.1016/j.eng.2025.09.010

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References

[1]

Jacobs SE, Berg M, Hunt R, Tarnow-Mordi WO, Inder TE, Davis PG.Cooling for newborns with hypoxic ischaemic encephalopathy.Cochrane Libr 2013; 2013(1):CD003311.

[2]

Wang Q, Lv H, Lu L, Ren P, Li L.Neonatal hypoxic–ischemic encephalopathy: emerging therapeutic strategies based on pathophysiologic phases of the injury.J Matern Fetal Neonatal Med 2019; 32(21):3685-3692.

[3]

You Q, Lan X, Liu N, Du J, Ma L, Yang J, et al.Neuroprotective strategies for neonatal hypoxic–ischemic brain damage: current status and challenges.Eur J Pharmacol 2023; 957:176003.

[4]

Huang XF, Wang JM, Chen Q, Wei YY, Chen HW.Meta-analysis on effect of compound Danshen injection in treating neonatal hypoxic–ischemic encephalopathy.Zhongguo Zhongyao Zazhi 2015; 40(1):141-148.

[5]

Zhang C, Guo J, Yin H, Yin C, Peng Y.Traditional Chinese medicine for neonatal hypoxic–ischemic encephalopathy: a Bayesian network meta-analysis.J Ethnopharmacol 2024; 319:117317.

[6]

Tang HJ, Zhang XW, Yang L, Li W, Li JH, Wang JX, et al.Synthesis and evaluation of xanthine oxidase inhibitory and antioxidant activities of 2-arylbenzo[b]furan derivatives based on salvianolic acid C.Eur J Med Chem 2016; 124:637-648.

[7]

Guo W, Xu X, Xiao Y, Zhang J, Shen P, Lu X, et al.Salvianolic acid C attenuates cerebral ischemic injury through inhibiting neuroinflammation via the TLR4–TREM1–NF-κB pathway.Chin Med 2024; 19(1):46.

[8]

Shen H, Pei H, Zhai L, Guan Q, Wang G.Salvianolic acid C improves cerebral ischemia reperfusion injury through suppressing microglial cell M1 polarization and promoting cerebral angiogenesis.Int Immunopharmacol 2022; 110:109021.

[9]

Shi B, Li Q, Feng Y, Dai X, Zhao R, Zhao Y, et al.Pharmacokinetics of 13 active components in a rat model of middle cerebral artery occlusion after intravenous injection of Radix Salviae miltiorrhizaeLignum dalbergiae odoriferae prescription.J Sep Sci 2020; 43(2):531-546.

[10]

Sjöstedt E, Zhong W, Fagerberg L, Karlsson M, Mitsios N, Adori C, et al.An atlas of the protein-coding genes in the human, pig, and mouse brain.Science 2020; 367(6482):eaay5947.

[11]

Ol E, Ja K.Human cerebral organoids—a new tool for clinical neurology research.Nat Rev Neurol 2022; 18(11):661-680.

[12]

Lancaster MA, Renner M, Martin CA, Wenzel D, Bicknell LS, Hurles ME, et al.Cerebral organoids model human brain development and microcephaly.Nature 2013; 501(7467):373-379.

[13]

Lancaster MA, Knoblich JA.Generation of cerebral organoids from human pluripotent stem cells.Nat Protoc 2014; 9(10):2329-2340.

[14]

Pa AMșca, Park JY, Shin HW, Qi Q, Revah O, Krasnoff R, et al.Human 3D cellular model of hypoxic brain injury of prematurity.Nat Med 2019; 25(5):784-791.

[15]

Gaston-Breton R, Ma Aïza Letrou, Hamoudi R, Stonestreet BS, Mabondzo A.Brain organoids for hypoxic–ischemic studies: from bench to bedside.Cell Mol Life Sci 2023; 80(11):318.

[16]

Yu L, Yan J, Zhan Y, Li A, Zhu L, Qian J, et al.Single-cell RNA sequencing reveals the dynamics of hepatic non-parenchymal cells in autoprotection against acetaminophen-induced hepatotoxicity.J Pharm Anal 2023; 13(8):926-941.

[17]

Shao X, Wang Z, Wang K, Lu X, Zhang P, Guo R, et al.A single-cell landscape of human liver transplantation reveals a pathogenic immune niche associated with early allograft dysfunction.Engineering 2024; 36(5):193-208.

[18]

Vannucci RC, Vannucci SJ.Perinatal hypoxic–ischemic brain damage: evolution of an animal model.Dev Neurosci 2005; 27(2–4):81-86.

[19]

Shin JA, Kim YA, Kim HW, Kim HS, Lee KE, Kang JL, et al.Iron released from reactive microglia by noggin improves myelin repair in the ischemic brain.Neuropharmacology 2018; 133:202-215.

[20]

Xie T, Shuang L, Liu G, Zhao S, Yuan Z, Cai H, et al.Insight into the neuroprotective effect of genistein-3′-sodium sulfonate against neonatal hypoxic–ischaemic brain injury in rats by bioinformatics.Mol Neurobiol 2023; 60(2):807-819.

[21]

Negraes PD, Trujillo CA, Yu NK, Wu W, Yao H, Liang N, et al.Altered network and rescue of human neurons derived from individuals with early-onset genetic epilepsy.Mol Psychiatry 2021; 26(11):7047-7068.

[22]

Trujillo CA, Rice ES, Schaefer NK, Chaim IA, Wheeler EC, Madrigal AA, et al.Reintroduction of the archaic variant of NOVA1 in cortical organoids alters neurodevelopment.Science 2021; 371(6530):eaax2537.

[23]

Pan J, Wang Z, Huang X, Xue J, Zhang S, Guo X, et al.Bacteria-derived outer-membrane vesicles hitchhike neutrophils to enhance ischemic stroke therapy.Adv Mater 2023; 35(38):e2301779.

[24]

Zhang Q, Liu J, Shen J, Ou J, Wong YK, Xie L, et al.Single-cell RNA sequencing reveals the effects of capsaicin in the treatment of sepsis-induced liver injury.MedComm 2023; 4(5):e395.

[25]

Zhou C, Li Z, Li Y, Li Y, Wang W, Shang W, et al.TRABD modulates mitochondrial homeostasis and tissue integrity.Cell Rep 2024; 43(6):114304.

[26]

Li C, Wu Z, Xue H, Gao Q, Zhang Y, Wang C, et al.Ferroptosis contributes to hypoxic–ischemic brain injury in neonatal rats: role of the SIRT1/Nrf2/GPx4 signaling pathway.CNS Neurosci Ther 2022; 28(12):2268-2280.

[27]

Kim MS, Kim DH, Kang HK, Kook MG, Choi SW, Kang KS.Modeling of hypoxic brain injury through 3D human neural organoids.Cells 2021; 10(2):234.

[28]

Wang SN, Wang Z, Wang XY, Zhang XP, Xu TY, Miao CY.Humanized cerebral organoids-based ischemic stroke model for discovering of potential anti-stroke agents.Acta Pharmacol Sin 2023; 44(3):513-523.

[29]

Vannucci RC, Vannucci SJ.A model of perinatal hypoxic–ischemic brain damagea.Ann N Y Acad Sci 1997; 835(1):234-249.

[30]

Fang M, Liu J, Zhang Z, Li Y, Zhu J, Lin Z.Chloroquine protects hypoxia/ischemia-induced neonatal brain injury in rats by mitigating blood–brain barrier disruption.ACS Chem Nerosci 2023; 14(10):1764-1773.

[31]

Dalmau I, Vela JM, González B, Finsen B, Castellano B.Dynamics of microglia in the developing rat brain.J Comp Neurol 2003; 458(2):144-157.

[32]

Monier A, Adle-Biassette H, Delezoide AL, Evrard P, Gressens P, Verney C.Entry and distribution of microglial cells in human embryonic and fetal cerebral cortex.J Neuropathol Exp Neurol 2007; 66(5):372-382.

[33]

Duffy AS, Eyo UB.Microglia and astrocytes in postnatal neural circuit formation.Glia 2025; 73(2):232-250.

[34]

DeLaney AA, Berry CT, Christian DA, Hart A, Bjanes E, Wynosky-Dolfi MA, et al.Caspase-8 promotes c-Rel-dependent inflammatory cytokine expression and resistance against Toxoplasma gondii.Proc Natl Acad Sci USA 2019; 116(24):11926-11935.

[35]

Giridharan S, Srinivasan M.Mechanisms of NF-κB p65 and strategies for therapeutic manipulation.J Inflamm Res 2018; 11:407-419.

[36]

Collins PE, Somma D, Kerrigan D, Herrington F, Keeshan K, Nibbs RJB, et al.The IκB-protein BCL-3 controls Toll-like receptor-induced MAPK activity by promoting TPL-2 degradation in the nucleus.PNAS 2019; 116(51):25828-25838.

[37]

Liu H, Zeng L, Yang Y, Guo C, Wang H.Bcl-3: a double-edged sword in immune cells and inflammation.Front Immunol 2022; 13:847699.

[38]

Quan H, Zhang R.Microglia dynamic response and phenotype heterogeneity in neural regeneration following hypoxic–ischemic brain injury.Front Immunol 2023; 14:1320271.

[39]

Lau SF, Wu W, Wong HY, Ouyang L, Qiao Y, Xu J, et al.The VCAM1–ApoE pathway directs microglial chemotaxis and alleviates Alzheimer’s disease pathology.Nat Aging 2023; 3(10):1219-1236.

[40]

Nayak D, Roth TL, McGavern DB.Microglia development and function.Annu Rev Immunol 2014; 32(1):367-402.

[41]

Zhang Y, Li J, Zhao Y, Huang Y, Shi Z, Wang H, et al.Arresting the bad seed: HDAC3 regulates proliferation of different microglia after ischemic stroke.Sci Adv 2024; 10(10):eade6900.

[42]

Tang D, Chen X, Kang R, Kroemer G.Ferroptosis: molecular mechanisms and health implications.Cell Res 2021; 31(2):107-125.

[43]

Lan X, Han X, Li Q, Yang QW, Wang J.Modulators of microglial activation and polarization after intracerebral haemorrhage.Nat Rev Neurol 2017; 13(7):420-433.

[44]

Chen T, Huang X, Zhao YX, Zhou Z, Zhou W.NEAT1 inhibits the angiogenic activity of cerebral arterial endothelial cells by inducing the M1 polarization of microglia through the AMPK signaling pathway.Cell Mol Biol Lett 2024; 29(1):29.

[45]

Yan B, Liao P, Liu Y, Han Z, Wang C, Chen F, et al.Therapeutic potential of microglia-derived extracellular vesicles in ischemic stroke.Int Immunopharmacol 2024; 139:112712.

[46]

Fumagalli M, Lombardi M, Gressens P, Verderio C.How to reprogram microglia toward beneficial functions.Glia 2018; 66(12):2531-2549.

[47]

Negintaji K, Ghanbari A, Frozanfar M, Jafarinia M, Zibara K.Pregnenolone enhances the proliferation of mouse neural stem cells and promotes oligodendrogenesis, together with Sox10, and neurogenesis, along with Notch1 and Pax6.Neurochem Int 2023; 163:105489.

[48]

Miao YR, Rankin EB, Giaccia AJ.Therapeutic targeting of the functionally elusive TAM receptor family.Nat Rev Drug Discov 2024; 23(3):201-217.

[49]

Akay LA, Effenberger AH, Tsai LH.Cell of all trades: oligodendrocyte precursor cells in synaptic, vascular, and immune function.Genes Dev 2021; 35(3–4):180-198.

[50]

Haroon A, Seerapu H, Fang LP, We JHß, Bai X.Unlocking the potential: immune functions of oligodendrocyte precursor cells.Front Immunol 2024; 15:1425706.

[51]

Jin C, Shi Y, Shi L, Leak RK, Zhang W, Chen K, et al.Leveraging single-cell RNA sequencing to unravel the impact of aging on stroke recovery mechanisms in mice.Proc Natl Acad Sci USA 2023; 120(25):e2300012120.

[52]

Kent SA, Miron VE.Microglia regulation of central nervous system myelin health and regeneration.Nat Rev Immunol 2024; 24(1):49-63.

[53]

Song S, Oft H, Metwally S, Paruchuri S, Bielanin J, Fiesler V, et al.Deletion of Slc9a1 in Cx3cr1+ cells stimulated microglial subcluster CREB1 signaling and microglia–oligodendrocyte crosstalk.J Neuroinflammation 2024; 21(1):69.

[54]

Kataria H, Hart CG, Alizadeh A, Cossoy M, Kaushik DK, Bernstein CN, et al.Neuregulin-1 beta 1 is implicated in pathogenesis of multiple sclerosis.Brain 2021; 144(1):162-185.

[55]

Santhosh KT, Alizadeh A, Karimi-Abdolrezaee S.Design and optimization of PLGA microparticles for controlled and local delivery of neuregulin-1 in traumatic spinal cord injury.J Control Release 2017; 261:147-162.

[56]

Kataria H, Alizadeh A, Shahriary GM, Saboktakin S Rizi, Henrie R, Santhosh KT, et al.Neuregulin-1 promotes remyelination and fosters a pro-regenerative inflammatory response in focal demyelinating lesions of the spinal cord.Glia 2018; 66(3):538-561.

[57]

Tao F, Li Q, Liu S, Wu H, Skinner J, Hurtado A, et al.Role of neuregulin-1/ErbB signaling in stem cell therapy for spinal cord injury-induced chronic neuropathic pain.Stem Cells 2013; 31(1):83-91.

[58]

Mou X, Zhang A, He T, Chen R, Zhou F, Yeung TC, et al.Organoid models for Chinese herbal medicine studies.Acta Materia Med 2023; 2(1):64-71.

[59]

Bowles KR, Silva MC, Whitney K, Bertucci T, Berlind JE, Lai JD, et al.ELAVL4, splicing, and glutamatergic dysfunction precede neuron loss in MAPT mutation cerebral organoids.Cell 2021; 184(17):4547-4563.e17.

[60]

Deng Q, Parker E, Duan R, Yang L.Preconditioning and posttreatment strategies in neonatal hypoxic–ischemic encephalopathy: recent advances and clinical challenges.Mol Neurobiol 2025; 62(8):10020-10044.

[61]

Rasineni GK, Panigrahy N, Rath SN, Chinnaboina M, Konanki R, Chirla DK, et al.Diagnostic and therapeutic roles of the “omics” in hypoxic–ischemic encephalopathy in neonates.Bioengineering 2022; 9(10):498.

[62]

Chen J, Zhang Q, Guo J, Gu D, Liu J, Luo P, et al.Single-cell transcriptomics reveals the ameliorative effect of rosmarinic acid on diabetic nephropathy-induced kidney injury by modulating oxidative stress and inflammation.Acta Pharm Sin B 2024; 14(4):1661-1676.

[63]

Zheng Y, Li L, Chen B, Fang Y, Lin W, Zhang T, et al.Chlorogenic acid exerts neuroprotective effect against hypoxia–ischemia brain injury in neonatal rats by activating Sirt1 to regulate the Nrf2–NF-κB signaling pathway.Cell Commun Signal 2022; 20(1):84.

[64]

Altamentova S, Rumajogee P, Hong J, Beldick SR, Park SJ, Yee A, et al.Methylprednisolone reduces persistent post-ischemic inflammation in a rat hypoxia–ischemia model of perinatal stroke.Transl Stroke Res 2020; 11(5):1117-1136.

[65]

Alsbrook DL, Di M Napoli, Bhatia K, Biller J, Andalib S, Hinduja A, et al.Neuroinflammation in acute ischemic and hemorrhagic stroke.Curr Neurol Neurosci Rep 2023; 23(8):407-431.

[66]

Leng K, Rose IVL, Kim H, Xia W, Romero-Fernandez W, Rooney B, et al.CRISPRi screens in human iPSC-derived astrocytes elucidate regulators of distinct inflammatory reactive states.Nat Neurosci 2022; 25(11):1528-1542.

[67]

Yang XL, Wang X, Shao L, Jiang GT, Min JW, Mei XY, et al.TRPV1 mediates astrocyte activation and interleukin-1β release induced by hypoxic ischemia (HI).J Neuroinflammation 2019; 16(1):114.

[68]

Wang C, Zhang P, Li Y, Wang X, Guo L, Li J, et al.Downregulation of TRIM27 alleviates hypoxic–ischemic encephalopathy through inhibiting inflammation and microglia cell activation by regulating STAT3/HMGB1 axis.J Chem Neuroanat 2023; 129:102251.

[69]

Zhou Y, Wang S, Zhao J, Fang P.Asiaticoside attenuates neonatal hypoxic–ischemic brain damage through inhibiting TLR4/NF-κB/STAT3 pathway.Ann Transl Med 2020; 8(10):641.

[70]

Hristova M, Rocha-Ferreira E, Fontana X, Thei L, Buckle R, Christou M, et al.Inhibition of signal transducer and activator of transcription 3 (STAT3) reduces neonatal hypoxic–ischaemic brain damage.J Neurochem 2016; 136(5):981-994.

[71]

Yu H, Lin L, Zhang Z, Zhang H, Hu H.Targeting NF-κB pathway for the therapy of diseases: mechanism and clinical study.Signal Transduct Target Ther 2020; 5(1):5.

[72]

Hayden MS, Ghosh S.NF-κB, the first quarter-century: remarkable progress and outstanding questions.Genes Dev 2012; 26(3):203-234.

[73]

Schuster M, Annemann M, Plaza-Sirvent C, Schmitz I.Atypical IκB proteins—nuclear modulators of NF-κB signaling.Cell Commun Signal 2013; 11(1):23.

[74]

Grivennikov SI, Karin M.Dangerous liaisons: STAT3 and NF-κB collaboration and crosstalk in cancer.Cytokine Growth Factor Rev 2010; 21(1):11-19.

[75]

Fan Y, Mao R, Yang J.NF-κB and STAT3 signaling pathways collaboratively link inflammation to cancer.Protein Cell 2013; 4(3):176-185.

[76]

Berghoff SA, Spieth L, Sun T, Hosang L, Schlaphoff L, Depp C, et al.Microglia facilitate repair of demyelinated lesions via post-squalene sterol synthesis.Nat Neurosci 2021; 24(1):47-60.

[77]

Song S, Hasan MN, Yu L, Paruchuri SS, Bielanin JP, Metwally S, et al.Microglial–oligodendrocyte interactions in myelination and neurological function recovery after traumatic brain injury.J Neuroinflammation 2022; 19(1):19.

[78]

Perego C, Fumagalli S, De MG Simoni.Temporal pattern of expression and colocalization of microglia/macrophage phenotype markers following brain ischemic injury in mice.J Neuroinflammation 2011; 8(1):174.

[79]

McCamy KM, Rees KA, Winzer-Serhan UH.Peripheral immune challenges elicit differential up-regulation of hippocampal cytokine and chemokine mRNA expression in a mouse model of the 15q13.3 microdeletion syndrome.Cytokine 2022; 159:156005.

[80]

Yang H, Gao X, Xiao W, Su J, Li Y, Ni W, et al.Minocycline alleviates white matter injury following intracerebral hemorrhage by regulating CD4+ T cell differentiation via notch1 signaling pathway.Oxid Med Cell Longev 2022; 2022(1):3435267.

[81]

Beldarrain G, Hilario E, Lara-Celador I, Chillida M, Catalan A, et al.The long-term neuroprotective effect of the endocannabinoid 2-AG and modulation of the SGZ’s neurogenic response after neonatal hypoxia–ischemia.Pharmaceutics 2023; 15(6):1667.

[82]

Kadam SD, Mulholland JD, McDonald JW, Comi AM.Neurogenesis and neuronal commitment following ischemia in a new mouse model for neonatal stroke.Brain Res 2008; 1208:35-45.

[83]

Yu TS, Washington PM, Kernie SG.Injury-induced neurogenesis: mechanisms and relevance.Neuroscientist 2016; 22:61-71.

[84]

Barenys M, Gassmann K, Baksmeier C, Heinz S, Reverte I, Schmuck M, et al.Epigallocatechin gallate (EGCG) inhibits adhesion and migration of neural progenitor cells in vitro.Arch Toxicol 2017; 91(2):827-837.

[85]

Beldarrain G, Chillida M, Hilario E, Herrero B De La Parte, Alonso-Alconada D.URB447 is neuroprotective in both male and female rats after neonatal hypoxia–ischemia and enhances neurogenesis in females.Int J Mol Sci 2024; 25(3):1607.

[86]

Leker RR, Lasri V, Chernoguz D.Growth factors improve neurogenesis and outcome after focal cerebral ischemia.J Neural Transm 1996; 2009(116):1397-1402.

[87]

Guardia M Clausi, Paez PM, Pasquini LA, Pasquini JM.Inhalation of growth factors and apo-transferrin to protect and repair the hypoxic–ischemic brain.Pharmacol Res 2016; 109:81-85.

[88]

Fancy SPJ, Harrington EP, Yuen TJ, Silbereis JC, Zhao C, Baranzini SE, et al.Axin2 as regulatory and therapeutic target in newborn brain injury and remyelination.Nat Neurosci 2011; 14(8):1009-1016.

[89]

Y EPıldız, Ekici B, Tatl Bı.Neonatal hypoxic ischemic encephalopathy: an update on disease pathogenesis and treatment.Expert Rev Neurother 2017; 17(5):449-459.

[90]

Yang C, Hawkins KE, Dor Sé, Candelario-Jalil E.Neuroinflammatory mechanisms of blood-brain barrier damage in ischemic stroke.Am J Physiol Cell Physiol 2019; 316(2):C135-C153.

[91]

Naderi-Meshkin H, Cornelius VA, Eleftheriadou M, Potel KN, Setyaningsih WAW, Margariti A.Vascular organoids: unveiling advantages, applications, challenges, and disease modelling strategies.Stem Cell Res Ther 2023; 14(1):292.

[92]

Huang R, Gao F, Yu L, Chen H, Zhu R.Generation of neural organoids and their application in disease modeling and regenerative medicine.Adv Sci 2025; 12(29):e01198.

[93]

Tang XY, Wu S, Wang D, Chu C, Hong Y, Tao M, et al.Human organoids in basic research and clinical applications.Signal Transduct Target Ther 2022; 7(1):168.

[94]

Ji Y, Chen X, Wang Z, Meek CJ, McLean JL, Yang Y, et al.Alzheimer’s disease patient brain extracts induce multiple pathologies in novel vascularized neuroimmune organoids for disease modeling and drug discovery. Mol Psychiatry. In press.

[95]

Pai V, Singh BN, Singh AK.Transformative advances in modeling brain aging and longevity: success, challenges and future directions.Ageing Res Rev 2025; 108:102753.

[96]

Yi S, Huang M, Xian C, Kong X, Yin S, Peng J, et al.Single-cell transcriptomics of vascularized human brain organoids decipher lineage-specific stress adaptation in fetal hypoxia-reoxygenation injury.Theranostics 2025; 15(14):7001-7024.

[97]

Sun F, Li H, Sun D, Fu S, Gu L, Shao X, et al.Single-cell omics: experimental workflow, data analyses and applications.Sci China Life Sci 2025; 68(1):5-102.

[98]

Yang P, Jin K, Yao Y, Jin L, Shao X, Li C, et al.Spatial integration of multi-omics single-cell data with SIMO.Nat Commun 2025; 16(1):1265.

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