Identification of early neurodegenerative pathways in progressive multiple sclerosis

被引:80
作者
Kaufmann, Max [1 ,2 ]
Schaupp, Anna-Lena [2 ]
Sun, Rosa [2 ,3 ,4 ]
Coscia, Fabian [3 ,5 ]
Dendrou, Calliope A. [2 ,6 ]
Cortes, Adrian [2 ]
Kaur, Gurman [2 ,7 ,8 ]
Evans, Hayley G. [2 ]
Mollbrink, Annelie [9 ]
Navarro, Jose Fernandez [9 ]
Sonner, Jana K. [1 ]
Mayer, Christina [1 ]
DeLuca, Gabriele C. [10 ]
Lundeberg, Joakim [9 ]
Matthews, Paul M. [11 ,12 ]
Attfield, Kathrine E. [2 ]
Friese, Manuel A. [1 ]
Mann, Matthias [3 ,13 ]
Fugger, Lars [2 ,7 ]
机构
[1] Univ Klinikum Hamburg Eppendorf, Zentrum Mol Neurobiol Hamburg, Inst Neuroimmunol & Multiple Sklerose, Hamburg, Germany
[2] Univ Oxford, John Radcliffe Hosp, Nuffield Dept Clin Neurosci, Oxford Ctr Neuroinflammat, Oxford, England
[3] Univ Copenhagen, Novo Nordisk Fdn Ctr Prot Res, Prote Program, Copenhagen, Denmark
[4] Queen Elizabeth Hosp, Dept Neurosurg, Birmingham, W Midlands, England
[5] Helmholtz Assoc, Spatial Prote Grp, Max Delbruck Ctr Mol Med, Berlin, Germany
[6] Univ Oxford, Nuffield Dept Med, Wellcome Ctr Human Genet, Oxford, England
[7] Univ Oxford, Weatherall Inst Mol Med, John Radcliffe Hosp, MRC Human Immunol Unit, Oxford, England
[8] Broad Inst MIT & Harvard, Klarman Cell Observ, Cambridge, MA 02142 USA
[9] KTH Royal Inst Technol, Dept Gene Technol, Sci Life Lab, Solna, Sweden
[10] John Radcliffe Hosp, Nuffield Dept Clin Neurosci, Oxford, England
[11] Imperial Coll London, Dept Brain Sci, London, England
[12] Imperial Coll London, UK Dementia Res Inst, London, England
[13] Max Planck Inst Biochem, Dept Prote & Signal Transduct, Martinsried, Germany
基金
英国医学研究理事会; 英国惠康基金; 欧盟地平线“2020”;
关键词
DENDRITIC CELLS; IN-VIVO; RECEPTOR; CD47; VISUALIZATION; INFLAMMATION; EXPRESSION; ROLES;
D O I
10.1038/s41593-022-01097-3
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Progressive multiple sclerosis (MS) is characterized by unrelenting neurodegeneration, which causes cumulative disability and is refractory to current treatments. Drug development to prevent disease progression is an urgent clinical need yet is constrained by an incomplete understanding of its complex pathogenesis. Using spatial transcriptomics and proteomics on fresh-frozen human MS brain tissue, we identified multicellular mechanisms of progressive MS pathogenesis and traced their origin in relation to spatially distributed stages of neurodegeneration. By resolving ligand-receptor interactions in local microenvironments, we discovered defunct trophic and anti-inflammatory intercellular communications within areas of early neuronal decline. Proteins associated with neuronal damage in patient samples showed mechanistic concordance with published in vivo knockdown and central nervous system (CNS) disease models, supporting their causal role and value as potential therapeutic targets in progressive MS. Our findings provide a new framework for drug development strategies, rooted in an understanding of the complex cellular and signaling dynamics in human diseased tissue that facilitate this debilitating disease. By complementing spatial transcriptomics with high-resolution proteomics, Kaufmann et al. tracked a gradient of disease severity across the brains of patients with progressive multiple sclerosis, uncovering new therapeutic opportunities to slow disease.
引用
收藏
页码:944 / +
页数:27
相关论文
共 73 条
[1]   The GTEx Consortium atlas of genetic regulatory effects across human tissues [J].
Aguet, Francois ;
Barbeira, Alvaro N. ;
Bonazzola, Rodrigo ;
Brown, Andrew ;
Castel, Stephane E. ;
Jo, Brian ;
Kasela, Silva ;
Kim-Hellmuth, Sarah ;
Liang, Yanyu ;
Parsana, Princy ;
Flynn, Elise ;
Fresard, Laure ;
Gamazon, Eric R. ;
Hamel, Andrew R. ;
He, Yuan ;
Hormozdiari, Farhad ;
Mohammadi, Pejman ;
Munoz-Aguirre, Manuel ;
Ardlie, Kristin G. ;
Battle, Alexis ;
Bonazzola, Rodrigo ;
Brown, Christopher D. ;
Cox, Nancy ;
Dermitzakis, Emmanouil T. ;
Engelhardt, Barbara E. ;
Garrido-Martin, Diego ;
Gay, Nicole R. ;
Getz, Gad ;
Guigo, Roderic ;
Hamel, Andrew R. ;
Handsaker, Robert E. ;
He, Yuan ;
Hoffman, Paul J. ;
Hormozdiari, Farhad ;
Im, Hae Kyung ;
Jo, Brian ;
Kasela, Silva ;
Kashin, Seva ;
Kim-Hellmuth, Sarah ;
Kwong, Alan ;
Lappalainen, Tuuli ;
Li, Xiao ;
Liang, Yanyu ;
MacArthur, Daniel G. ;
Mohammadi, Pejman ;
Montgomery, Stephen B. ;
Munoz-Aguirre, Manuel ;
Rouhana, John M. ;
Hormozdiari, Farhad ;
Im, Hae Kyung .
SCIENCE, 2020, 369 (6509) :1318-1330
[2]  
Aibar S, 2017, NAT METHODS, V14, P1083, DOI [10.1038/NMETH.4463, 10.1038/nmeth.4463]
[3]   Integrating single-cell transcriptomic data across different conditions, technologies, and species [J].
Butler, Andrew ;
Hoffman, Paul ;
Smibert, Peter ;
Papalexi, Efthymia ;
Satija, Rahul .
NATURE BIOTECHNOLOGY, 2018, 36 (05) :411-+
[4]   Robust decomposition of cell type mixtures in spatial transcriptomics [J].
Cable, Dylan M. ;
Murray, Evan ;
Zou, Luli S. ;
Goeva, Aleksandrina ;
Macosko, Evan Z. ;
Chen, Fei ;
Irizarry, Rafael A. .
NATURE BIOTECHNOLOGY, 2022, 40 (04) :517-+
[5]   Regulation of TLR7/9 responses in plasmacytoid dendritic cells by BST2 and ILT7 receptor interaction [J].
Cao, Wei ;
Bover, Laura ;
Cho, Minkwon ;
Wen, Xiaoxia ;
Hanabuchi, Shino ;
Bao, Musheng ;
Rosen, David B. ;
Wang, Yi-Hong ;
Shaw, Joanne L. ;
Du, Qiumei ;
Li, Chun ;
Arai, Naoko ;
Yao, Zhengbin ;
Lanier, Lewis L. ;
Liu, Yong-Jun .
JOURNAL OF EXPERIMENTAL MEDICINE, 2009, 206 (07) :1603-1614
[6]   Neuronal loss, demyelination and volume change in the multiple sclerosis neocortex [J].
Carassiti, D. ;
Altmann, D. R. ;
Petrova, N. ;
Pakkenberg, B. ;
Scaravilli, F. ;
Schmierer, K. .
NEUROPATHOLOGY AND APPLIED NEUROBIOLOGY, 2018, 44 (04) :377-390
[7]   Control of microglial neurotoxicity by the fractalkine receptor [J].
Cardona, Astrid E. ;
Pioro, Erik P. ;
Sasse, Margaret E. ;
Kostenko, Volodymyr ;
Cardona, Sandra M. ;
Dijkstra, Ineke M. ;
Huang, DeRen ;
Kidd, Grahame ;
Dombrowski, Stephen ;
Dutta, RanJan ;
Lee, Jar-Chi ;
Cook, Donald N. ;
Jung, Steffen ;
Lira, Sergio A. ;
Littman, Dan R. ;
Ransohoff, Richard M. .
NATURE NEUROSCIENCE, 2006, 9 (07) :917-924
[8]   Spatial Transcriptomics and In Situ Sequencing to Study Alzheimer's Disease [J].
Chen, Wei-Ting ;
Lu, Ashley ;
Craessaerts, Katleen ;
Pavie, Benjamin ;
Frigerio, Carlo Sala ;
Corthout, Nikky ;
Qian, Xiaoyan ;
Lalakova, Jana ;
Kuhnemund, Malte ;
Voytyuk, Iryna ;
Wolfs, Leen ;
Mancuso, Renzo ;
Salta, Evgenia ;
Balusu, Sriram ;
Snellinx, An ;
Munck, Sebastian ;
Jurek, Aleksandra ;
Navarro, Jose Fernandez ;
Saido, Takaomi C. ;
Huitinga, Inge ;
Lundeberg, Joakim ;
Fiers, Mark ;
De Strooper, Bart .
CELL, 2020, 182 (04) :976-+
[9]   Emerging Roles for CSF-1 Receptor and its Ligands in the Nervous System [J].
Chitu, Violeta ;
Gokhan, Solen ;
Nandi, Sayan ;
Mehler, Mark F. ;
Stanley, E. Richard .
TRENDS IN NEUROSCIENCES, 2016, 39 (06) :378-393
[10]   Identifying chemogenetic interactions from CRISPR screens with drugZ [J].
Colic, Medina ;
Wang, Gang ;
Zimmermann, Michal ;
Mascall, Keith ;
McLaughlin, Megan ;
Bertolet, Lori ;
Lenoir, W. Frank ;
Moffat, Jason ;
Angers, Stephane ;
Durocher, Daniel ;
Hart, Traver .
GENOME MEDICINE, 2019, 11 (01)