Unbiased transcriptomic analyses reveal distinct effects of immune deficiency in CNS function with and without injury

Dandan Luo, Weihong Ge, Xiao Hu, Chen Li, Chia-Ming Lee, Liqiang Zhou, Zhourui Wu, Juehua Yu, Sheng Lin, Jing Yu, Wei Xu, Lei Chen, Chong Zhang, Kun Jiang, Xingfei Zhu, Haotian Li, Xinpei Gao, Yanan Geng, Bo Jing, Zhen Wang, Changhong Zheng, Rongrong Zhu, Qiao Yan, Quan Lin, Keqiang Ye, Yi E. Sun, Liming Cheng

PDF(5901 KB)
PDF(5901 KB)
Protein Cell ›› 2019, Vol. 10 ›› Issue (8) : 566-582. DOI: 10.1007/s13238-018-0559-y
RESEARCH ARTICLE
RESEARCH ARTICLE

Unbiased transcriptomic analyses reveal distinct effects of immune deficiency in CNS function with and without injury

Author information +
History +

Abstract

The mammalian central nervous system (CNS) is considered an immune privileged system as it is separated from the periphery by the blood brain barrier (BBB). Yet, immune functions have been postulated to heavily influence the functional state of the CNS, especially after injury or during neurodegeneration. There is controversy regarding whether adaptive immune responses are beneficial or detrimental to CNS injury repair. In this study, we utilized immunocompromised SCID mice and subjected them to spinal cord injury (SCI). We analyzed motor function, electrophysiology, histochemistry, and performed unbiased RNA-sequencing. SCID mice displayed improved CNS functional recovery compared to WT mice after SCI. Weighted gene-coexpression network analysis (WGCNA) of spinal cord transcriptomes revealed that SCID mice had reduced expression of immune function-related genes and heightened expression of neural transmission-related genes after SCI, which was confirmed by immunohistochemical analysis and was consistent with better functional recovery. Transcriptomic analyses also indicated heightened expression of neurotransmission-related genes before injury in SCID mice, suggesting that a steady state of immune-deficiency potentially led to CNS hyper-connectivity. Consequently, SCID mice without injury demonstrated worse performance in Morris water maze test. Taken together, not only reduced inflammation after injury but also dampened steady-state immune function without injury heightened the neurotransmission program, resulting in better or worse behavioral outcomes respectively. This study revealed the intricate relationship between immune and nervous systems, raising the possibility for therapeutic manipulation of neural function via immune modulation.

Keywords

spinal cord injury repair / immune deficiency / transcriptomic analysis / neurotransmision

Cite this article

Download citation ▾
Dandan Luo, Weihong Ge, Xiao Hu, Chen Li, Chia-Ming Lee, Liqiang Zhou, Zhourui Wu, Juehua Yu, Sheng Lin, Jing Yu, Wei Xu, Lei Chen, Chong Zhang, Kun Jiang, Xingfei Zhu, Haotian Li, Xinpei Gao, Yanan Geng, Bo Jing, Zhen Wang, Changhong Zheng, Rongrong Zhu, Qiao Yan, Quan Lin, Keqiang Ye, Yi E. Sun, Liming Cheng. Unbiased transcriptomic analyses reveal distinct effects of immune deficiency in CNS function with and without injury. Protein Cell, 2019, 10(8): 566‒582 https://doi.org/10.1007/s13238-018-0559-y

References

[1]
Anderson MA, Burda JE, Ren Y, Ao Y, O’Shea TM, Kawaguchi R, Coppola G, Khakh BS, Deming TJ, Sofroniew MV (2016) Astrocyte scar formation aids central nervous system axon regeneration. Nature 532(7598):195–200
CrossRef Google scholar
[2]
Bosma GC, Custer RP, Bosma MJ (1983) A severe combined immunodeficiency mutation in the mouse. Nature 301(5900):527–530
CrossRef Google scholar
[3]
Duan H, Ge W, Zhang A, Xi Y, Chen Z, Luo D, Cheng Y, Fan KS, Horvath S, Sofroniew MV (2015) Transcriptome analyses reveal molecular mechanisms underlying functional recovery after spinal cord injury. Proc Natl Acad Sci USA 112(43):13360–13365
CrossRef Google scholar
[4]
Faulkner JR (2004) Reactive astrocytes protect tissue and preserve function after spinal cord injury. J Neurosci 24(9):2143–2155
CrossRef Google scholar
[5]
Filiano AJ, Xu Y, Tustison NJ, Marsh RL, Baker W, Smirnov I, Overall CC, Gadani SP, Turner SD, Weng Z (2016) Unexpected role of interferon-γ in regulating neuronal connectivity and social behaviour. Nature 535(7612):425–429
CrossRef Google scholar
[6]
Filiano AJ, Gadani SP, Kipnis J (2017) How and why do T cells and their derived cytokines affect the injured and healthy brain? Nat Rev Neurosci 18(6):375–384
CrossRef Google scholar
[7]
Fogarty MJ, Hammond LA, Kanjhan R, Bellingham MC, Noakes PG (2013) A method for the three-dimensional reconstruction of NeurobiotinTM-filled neurons and the location of their synaptic inputs. Front Neural Circuits 7:153
CrossRef Google scholar
[8]
Fornito A, Zalesky A, Pantelis C, Bullmore ET (2012) Schizophrenia, neuroimaging and connectomics. NeuroImage 62(4):2296–2314
CrossRef Google scholar
[9]
Han S, Tai C, Jones CJ, Scheuer T, Catterall WA (2014) Enhancement of inhibitory neurotransmission by GABAA receptors having α2,3-subunits ameliorates behavioral deficits in a mouse model of autism. Neuron 81(6):1282–1289
CrossRef Google scholar
[10]
Hook V, Brennand KJ, Kim Y, Toneff T, Funkelstein L, Lee KC, Ziegler M, Gage FH (2014) Human iPSC neurons display activitydependent neurotransmitter secretion: aberrant catecholamine levels in schizophrenia neurons. Stem Cell Rep 3(4):531–538
CrossRef Google scholar
[11]
Iliff JJ, Goldman SA, Nedergaard M (2015) Implications of the discovery of brain lymphatic pathways. Lancet Neurol 14(10):977–979
CrossRef Google scholar
[12]
Jing B, Zhang C, Liu X, Zhou L, Liu J, Yao Y, Yu J, Weng Y, Pan M, Liu J (2017) Glycosylation of dentin matrix protein 1 is a novel key element for astrocyte maturation and BBB integrity. Protein Cell. https://doi.org/10.1007/s13238-017-0449-8
CrossRef Google scholar
[13]
Kigerl KA, McGaughy VM, Popovich PG (2006) Comparative analysis of lesion development and intraspinal inflammation in four strains of mice following spinal contusion injury. J Comp Neurol 494(4):578–594
CrossRef Google scholar
[14]
Kipnis J, Cohen H, Cardon M, Ziv Y, Schwartz M (2004) T cell deficiency leads to cognitive dysfunction: Implications for therapeutic vaccination for schizophrenia and other psychiatric conditions. Proc Natl Acad Sci USA 101(21):8180–8185
CrossRef Google scholar
[15]
Kivisäkk P, Mahad DJ, Callahan MK, Trebst C, Tucky B, Wei T, Wu L, Baekkevold ES, Lassmann H, Staugaitis SM (2003) Human cerebrospinal fluid central memory CD4+ T cells: evidence for trafficking through choroid plexus and meninges via P-selectin. Proc Natl Acad Sci USA 100(14):8389–8394
CrossRef Google scholar
[16]
Langfelder P, Horvath S (2008) WGCNA: an R package for weighted correlation network analysis. BMC Bioinform 9:559
CrossRef Google scholar
[17]
Liu C, Zhang W, Chen G, Tian H, Li J, Qu H, Cheng L, Zhu J, Zhuo C (2017) Aberrant patterns of local and long-range functional connectivity densities in schizophrenia. Oncotarget 8 (29):48196–48203
CrossRef Google scholar
[18]
Louveau A, Smirnov I, Keyes TJ, Eccles JD, Rouhani SJ, Peske JD, Derecki NC, Castle D, Mandell JW, Lee KS (2015) Structural and functional features of central nervous system lymphatic vessels. Nature 523(7560):337–341
CrossRef Google scholar
[19]
Lu P, Wang Y, Graham L, McHale K, Gao M, Wu D, Brock J, Blesch A, Rosenzweig ES, Havton LA (2012) Long-distance growth and connectivity of neural stem cells after severe spinal cord injury. Cell 150(6):1264–1273
CrossRef Google scholar
[20]
Luchetti S, Beck KD, Galvan MD, Silva R, Cummings BJ, Anderson AJ (2010) Comparison of immunopathology and locomotor recovery in C57BL/6, BUB/BnJ, and NOD-SCID mice after contusion spinal cord injury. J Neurotrauma 27(2):411–421
CrossRef Google scholar
[21]
McDonald JW, Sadowsky C (2002) Spinal-cord injury. The Lancet 359(9304):417–425
CrossRef Google scholar
[22]
Michel M, Schmidt MJ, Mirnics K (2012) Immune system gene dysregulation in autism and schizophrenia. Dev Neurobiol 72(10):1277–1287
CrossRef Google scholar
[23]
Nardone R, Höller Y, Thomschewski A, Bathke AC, Ellis AR, Golaszewski SM, Brigo F, Trinka E (2015) Assessment of corticospinal excitability after traumatic spinal cord injury using MEP recruitment curves: a preliminary TMS study. Spinal Cord 53(7):534–538
CrossRef Google scholar
[24]
Nott A, Cheng J, Gao F, Lin YT, Gjoneska E, Ko T, Minhas P, Zamudio AV, Meng J, Zhang F (2016) Histone deacetylase 3 associates with MeCP2 to regulate FOXO and social behavior. Nat Neurosci 19(11):1497–1505
CrossRef Google scholar
[25]
Partida-Sánchez S, Cockayne DA, Monard S, Jacobson EL, Oppenheimer N, Garvy B, Kusser K, Goodrich S, Howard M, Harmsen A (2001) Cyclic ADP-ribose production by CD38 regulates intracellular calcium release, extracellular calcium influx and chemotaxis in neutrophils and is required for bacterial clearance in vivo. Nat Med 7(11):1209–1216
CrossRef Google scholar
[26]
Petitto JM, McNamara RK, Gendreau PL, Huang Z, Jackson AJ (1999) Impaired learning and memory and altered hippocampal neurodevelopment resulting from interleukin-2 gene deletion. J Neurosci Res 56(4):441–446
CrossRef Google scholar
[27]
Popovich PG, Jones TB (2003) Manipulating neuroinflammatory reactions in the injured spinal cord: back to basics. Trends Pharmacol Sci 24(1):13–17
CrossRef Google scholar
[28]
Popovich PG, Longbrake EE (2008) Can the immune system be harnessed to repair the CNS? Nat Rev Neurosci 9(6):481–493
CrossRef Google scholar
[29]
Richard MD, Brahm NC (2012) Schizophrenia and the immune system: pathophysiology, prevention, and treatment. Am J Health-Syst Pharm AJHP 69(9):757–766
CrossRef Google scholar
[30]
Streilein JW (1995) Unraveling immune privilege. Science 270(5239):1158–1159
CrossRef Google scholar
[31]
Supekar K, Uddin LQ, Khouzam A, Phillips J, Gaillard WD, Kenworthy LE, Yerys BE, Vaidya CJ, Menon V (2013) Brain hyperconnectivity in children with autism and its links to social deficits. Cell Rep 5(3):738–747
CrossRef Google scholar
[32]
van den Brand R, Heutschi J, Barraud Q, DiGiovanna J, Bartholdi K, Huerlimann M, Friedli L, Vollenweider I, Moraud EM, Duis S (2012) Restoring voluntary control of locomotion after paralyzing spinal cord injury. Science 336(6085):1182–1185
CrossRef Google scholar
[33]
Vorhees CV, Williams MT (2006) Morris water maze: procedures for assessing spatial and related forms of learning and memory. Nat Protoc 1(2):848–858
CrossRef Google scholar
[34]
Whitfield-Gabrieli S, Thermenos HW, Milanovic S, Tsuang MT, Faraone SV, McCarley RW, Shenton ME, Green AI, Nieto-Castanon A, LaViolette P (2009) Hyperactivity and hyperconnectivity of the default network in schizophrenia and in firstdegree relatives of persons with schizophrenia. Proc Natl Acad Sci USA 106(4):1279–1284
CrossRef Google scholar
[35]
Yamanaka K, Sasaki N, Fujita Y, Kawamoto A, Hirata KI, Okita Y (2016) Impact of acquired and innate immunity on spinal cord ischemia and reperfusion injury. Gen Thorac Cardiovasc Surg 64(5):251–259
CrossRef Google scholar
[36]
Yang Z, Zhang A, Duan H, Zhang S, Hao P, Ye K, Sun YE, Li X (2015) NT3-chitosan elicits robust endogenous neurogenesis to enable functional recovery after spinal cord injury. Proc Natl Acad Sci USA 112(43):13354–13359
CrossRef Google scholar
[37]
Yip AM, Horvath S (2007) Gene network interconnectedness and the generalized topological overlap measure. BMC Bioinform 8:22
CrossRef Google scholar
[38]
Ziv Y, Ron N, Butovsky O, Landa G, Sudai E, Greenberg N, Cohen H, Kipnis J, Schwartz M (2006) Immune cells contribute to the maintenance of neurogenesis and spatial learning abilities in adulthood. Nat Neurosci 9(2):268–275
CrossRef Google scholar

RIGHTS & PERMISSIONS

2018 The Author(s) 2018
AI Summary AI Mindmap
PDF(5901 KB)

Accesses

Citations

Detail

Sections
Recommended

/