Network medicine links SARS-CoV-2/COVID-19 infection to brain microvascular injury and neuroinflammation in dementia-like cognitive impairment.

Alzheimer’s disease Brain microvasculature COVID-19 Cognitive impairment Dementia Network medicine Neuroinflammation SARS-CoV-2 Single-cell/nucleus

Journal

Alzheimer's research & therapy
ISSN: 1758-9193
Titre abrégé: Alzheimers Res Ther
Pays: England
ID NLM: 101511643

Informations de publication

Date de publication:
09 06 2021
Historique:
received: 13 03 2021
accepted: 28 05 2021
entrez: 10 6 2021
pubmed: 11 6 2021
medline: 25 6 2021
Statut: epublish

Résumé

Dementia-like cognitive impairment is an increasingly reported complication of SARS-CoV-2 infection. However, the underlying mechanisms responsible for this complication remain unclear. A better understanding of causative processes by which COVID-19 may lead to cognitive impairment is essential for developing preventive and therapeutic interventions. In this study, we conducted a network-based, multimodal omics comparison of COVID-19 and neurologic complications. We constructed the SARS-CoV-2 virus-host interactome from protein-protein interaction assay and CRISPR-Cas9-based genetic assay results and compared network-based relationships therein with those of known neurological manifestations using network proximity measures. We also investigated the transcriptomic profiles (including single-cell/nuclei RNA-sequencing) of Alzheimer's disease (AD) marker genes from patients infected with COVID-19, as well as the prevalence of SARS-CoV-2 entry factors in the brains of AD patients not infected with SARS-CoV-2. We found significant network-based relationships between COVID-19 and neuroinflammation and brain microvascular injury pathways and processes which are implicated in AD. We also detected aberrant expression of AD biomarkers in the cerebrospinal fluid and blood of patients with COVID-19. While transcriptomic analyses showed relatively low expression of SARS-CoV-2 entry factors in human brain, neuroinflammatory changes were pronounced. In addition, single-nucleus transcriptomic analyses showed that expression of SARS-CoV-2 host factors (BSG and FURIN) and antiviral defense genes (LY6E, IFITM2, IFITM3, and IFNAR1) was elevated in brain endothelial cells of AD patients and healthy controls relative to neurons and other cell types, suggesting a possible role for brain microvascular injury in COVID-19-mediated cognitive impairment. Overall, individuals with the AD risk allele APOE E4/E4 displayed reduced expression of antiviral defense genes compared to APOE E3/E3 individuals. Our results suggest significant mechanistic overlap between AD and COVID-19, centered on neuroinflammation and microvascular injury. These results help improve our understanding of COVID-19-associated neurological manifestations and provide guidance for future development of preventive or treatment interventions, although causal relationship and mechanistic pathways between COVID-19 and AD need future investigations.

Sections du résumé

BACKGROUND
Dementia-like cognitive impairment is an increasingly reported complication of SARS-CoV-2 infection. However, the underlying mechanisms responsible for this complication remain unclear. A better understanding of causative processes by which COVID-19 may lead to cognitive impairment is essential for developing preventive and therapeutic interventions.
METHODS
In this study, we conducted a network-based, multimodal omics comparison of COVID-19 and neurologic complications. We constructed the SARS-CoV-2 virus-host interactome from protein-protein interaction assay and CRISPR-Cas9-based genetic assay results and compared network-based relationships therein with those of known neurological manifestations using network proximity measures. We also investigated the transcriptomic profiles (including single-cell/nuclei RNA-sequencing) of Alzheimer's disease (AD) marker genes from patients infected with COVID-19, as well as the prevalence of SARS-CoV-2 entry factors in the brains of AD patients not infected with SARS-CoV-2.
RESULTS
We found significant network-based relationships between COVID-19 and neuroinflammation and brain microvascular injury pathways and processes which are implicated in AD. We also detected aberrant expression of AD biomarkers in the cerebrospinal fluid and blood of patients with COVID-19. While transcriptomic analyses showed relatively low expression of SARS-CoV-2 entry factors in human brain, neuroinflammatory changes were pronounced. In addition, single-nucleus transcriptomic analyses showed that expression of SARS-CoV-2 host factors (BSG and FURIN) and antiviral defense genes (LY6E, IFITM2, IFITM3, and IFNAR1) was elevated in brain endothelial cells of AD patients and healthy controls relative to neurons and other cell types, suggesting a possible role for brain microvascular injury in COVID-19-mediated cognitive impairment. Overall, individuals with the AD risk allele APOE E4/E4 displayed reduced expression of antiviral defense genes compared to APOE E3/E3 individuals.
CONCLUSION
Our results suggest significant mechanistic overlap between AD and COVID-19, centered on neuroinflammation and microvascular injury. These results help improve our understanding of COVID-19-associated neurological manifestations and provide guidance for future development of preventive or treatment interventions, although causal relationship and mechanistic pathways between COVID-19 and AD need future investigations.

Identifiants

pubmed: 34108016
doi: 10.1186/s13195-021-00850-3
pii: 10.1186/s13195-021-00850-3
pmc: PMC8189279
doi:

Substances chimiques

IFITM2 protein, human 0
IFITM3 protein, human 0
Membrane Proteins 0
RNA-Binding Proteins 0

Types de publication

Journal Article Research Support, N.I.H., Extramural

Langues

eng

Sous-ensembles de citation

IM

Pagination

110

Subventions

Organisme : NIA NIH HHS
ID : 3R01AG066707-01S1
Pays : United States
Organisme : Foundation for the National Institutes of Health
ID : R00HL138272
Organisme : Foundation for the National Institutes of Health
ID : 3R01NS097719-04S1
Organisme : NHLBI NIH HHS
ID : R00 HL138272
Pays : United States
Organisme : NIA NIH HHS
ID : R01 AG066707
Pays : United States
Organisme : NIA NIH HHS
ID : R01AG066707
Pays : United States

Commentaires et corrections

Type : UpdateOf

Références

Neurobiol Dis. 2020 Dec;146:105131
pubmed: 33053430
Cell. 2015 Jul 16;162(2):425-440
pubmed: 26186194
Alzheimers Dement. 2021 Aug;17(8):1297-1306
pubmed: 33559975
Immunity. 2021 Jan 12;54(1):164-175.e6
pubmed: 33382973
J Med Virol. 2020 Jun;92(6):552-555
pubmed: 32104915
Bioinformatics. 2013 Jun 15;29(12):1577-9
pubmed: 23599502
Oncotarget. 2014 Jun 15;5(11):3697-710
pubmed: 25003367
Nat Neurosci. 2021 Feb;24(2):276-287
pubmed: 33432193
Nat Microbiol. 2020 Nov;5(11):1330-1339
pubmed: 32704094
Immunology. 2010 Aug;130(4):556-63
pubmed: 20497256
Nat Commun. 2018 Jul 12;9(1):2691
pubmed: 30002366
Science. 2020 Nov 13;370(6518):856-860
pubmed: 33082293
Nucleic Acids Res. 2013 Jan;41(Database issue):D1228-33
pubmed: 23180781
Lancet Psychiatry. 2021 May;8(5):416-427
pubmed: 33836148
Am J Hum Genet. 2019 May 2;104(5):861-878
pubmed: 31006514
Nat Commun. 2019 Mar 13;10(1):1197
pubmed: 30867426
Cell. 2014 Nov 20;159(5):1212-1226
pubmed: 25416956
Mol Psychiatry. 2020 Aug;25(8):1651-1672
pubmed: 31792364
Methods Mol Biol. 2018;1819:53-73
pubmed: 30421399
Cell. 2021 Jan 7;184(1):106-119.e14
pubmed: 33333024
J Nutr Health Aging. 2020;24(6):560-562
pubmed: 32510106
Nucleic Acids Res. 2015 Jan;43(Database issue):D512-20
pubmed: 25514926
J Virol. 2000 Oct;74(19):8913-21
pubmed: 10982334
Nat Med. 2001 May;7(5):612-8
pubmed: 11329064
J Immunol. 1995 Apr 15;154(8):4099-112
pubmed: 7535821
Thromb Haemost. 2015 Nov 25;114(6):1230-40
pubmed: 26289958
Cell. 2020 Oct 1;183(1):16-27.e1
pubmed: 32882182
Nucleic Acids Res. 2013 Jan;41(Database issue):D295-305
pubmed: 23193290
Sci Immunol. 2020 Jul 10;5(49):
pubmed: 32651212
Annu Rev Genomics Hum Genet. 2000;1:507-37
pubmed: 11701639
Science. 2020 Nov 13;370(6518):861-865
pubmed: 33082294
Alzheimers Res Ther. 2020 Dec 30;12(1):170
pubmed: 33380345
Int Arch Allergy Immunol. 2020;181(6):467-475
pubmed: 32392562
Nucleic Acids Res. 2011 Jan;39(Database issue):D261-7
pubmed: 21062810
Nature. 2006 Jan 12;439(7073):208-11
pubmed: 16306936
Nucleic Acids Res. 2014 Jan;42(Database issue):D358-63
pubmed: 24234451
Clin Infect Dis. 2020 Jul 28;71(15):762-768
pubmed: 32161940
J Biol Rhythms. 2011 Apr;26(2):160-70
pubmed: 21454296
J Exp Med. 2021 Mar 1;218(3):
pubmed: 33433624
Neuroscience. 2020 Jun 15;437:130-131
pubmed: 32380269
Clin Microbiol Infect. 2021 Mar;27(3):458-466
pubmed: 33189873
Nat Neurosci. 2019 Dec;22(12):2087-2097
pubmed: 31768052
Nucleic Acids Res. 2009 Jan;37(Database issue):D767-72
pubmed: 18988627
Cell. 2020 May 28;181(5):1016-1035.e19
pubmed: 32413319
Nature. 2021 Jun;594(7862):259-264
pubmed: 33887749
Nat Commun. 2019 Aug 2;10(1):3476
pubmed: 31375661
Nat Rev Neurol. 2013 Feb;9(2):106-18
pubmed: 23296339
Nat Methods. 2020 Mar;17(3):261-272
pubmed: 32015543
Cancer Cell. 2021 Feb 8;39(2):276-283.e3
pubmed: 33508216
Crit Care. 2020 Aug 8;24(1):491
pubmed: 32771053
Front Neurosci. 2021 Feb 24;15:606926
pubmed: 33732102
Alzheimers Dement. 2019 Sep;15(9):1160-1171
pubmed: 31405825
Cell. 2021 Jan 7;184(1):76-91.e13
pubmed: 33147444
JAMA Neurol. 2020 Jun 1;77(6):679-680
pubmed: 32275291
Nat Neurosci. 2021 Feb;24(2):168-175
pubmed: 33257876
Cell. 2016 Apr 21;165(3):535-50
pubmed: 27104977
Alzheimers Res Ther. 2018 Feb 26;10(1):25
pubmed: 29482610
Lancet Digit Health. 2020 Dec;2(12):e667-e676
pubmed: 32984792
Bioinformatics. 2014 Jan 1;30(1):141-2
pubmed: 24227675
Cell Discov. 2020 Mar 16;6:14
pubmed: 32194980
Cell. 2021 Jan 7;184(1):92-105.e16
pubmed: 33147445
Genome Res. 2003 Nov;13(11):2498-504
pubmed: 14597658
Neurology. 2020 Aug 25;95(8):e1060-e1070
pubmed: 32482845
Med Res Rev. 2020 Nov;40(6):2386-2426
pubmed: 32656864
Nat Genet. 2013 Jun;45(6):580-5
pubmed: 23715323
Nat Biotechnol. 2018 Jun;36(5):411-420
pubmed: 29608179
Allergy. 2020 Nov;75(11):2829-2845
pubmed: 32496587
J Infect Dis. 2020 Aug 17;222(6):894-898
pubmed: 32582936
Nucleic Acids Res. 2012 Jan;40(Database issue):D857-61
pubmed: 22096227
Lancet Psychiatry. 2020 Jul;7(7):611-627
pubmed: 32437679
PLoS One. 2015 Feb 06;10(2):e0116549
pubmed: 25658940
Bioinformatics. 2010 Jan 1;26(1):139-40
pubmed: 19910308
N Engl J Med. 2020 Jun 4;382(23):2268-2270
pubmed: 32294339
Trends Neurosci. 2020 Dec;43(12):931-933
pubmed: 33158605
Nature. 2020 Oct;586(7831):735-740
pubmed: 32879487
Antiviral Res. 2020 May;177:104759
pubmed: 32130973
Sci Adv. 2021 Jan 1;7(1):
pubmed: 33187978
Nucleic Acids Res. 2019 Jan 8;47(D1):D529-D541
pubmed: 30476227
Lancet Neurol. 2020 Nov;19(11):919-929
pubmed: 33031735
J Neurol Neurosurg Psychiatry. 2021 May;92(5):567-568
pubmed: 33219042
Antioxid Redox Signal. 2011 Sep 15;15(6):1607-38
pubmed: 21050132
Front Immunol. 2020 Jun 10;11:1372
pubmed: 32595654
N Engl J Med. 2021 Feb 4;384(5):481-483
pubmed: 33378608
J Med Virol. 2020 Oct;92(10):2105-2113
pubmed: 32383269
J Neurol Sci. 2008 Sep 15;272(1-2):164-70
pubmed: 18597785
EMBO J. 2020 May 18;39(10):e105114
pubmed: 32246845
Nucleic Acids Res. 2012 Jan;40(Database issue):D862-5
pubmed: 22067443
Signal Transduct Target Ther. 2020 Dec 4;5(1):283
pubmed: 33277466
Cell Stem Cell. 2021 Feb 4;28(2):331-342.e5
pubmed: 33450186
PLoS Biol. 2020 Nov 6;18(11):e3000970
pubmed: 33156843
Alzheimers Res Ther. 2021 Jan 13;13(1):24
pubmed: 33441136
JAMA Neurol. 2020 Aug 1;77(8):1018-1027
pubmed: 32469387
Science. 2015 Feb 20;347(6224):1257601
pubmed: 25700523
Dis Model Mech. 2018 Mar 12;11(3):
pubmed: 29590633
Nucleic Acids Res. 2016 Jul 8;44(W1):W90-7
pubmed: 27141961
J Psychiatr Res. 2020 Oct;129:98-102
pubmed: 32912598
Neuro Endocrinol Lett. 2002 Apr;23 Suppl 1:20-3
pubmed: 12019347
Hum Mutat. 2003 Jun;21(6):577-81
pubmed: 12754702
Cell. 2020 May 28;181(5):1036-1045.e9
pubmed: 32416070
Neuropsychopharmacology. 2021 Dec;46(13):2235-2240
pubmed: 33589778
J Gerontol A Biol Sci Med Sci. 2020 Oct 15;75(11):2224-2230
pubmed: 32687551
Alzheimers Dement. 2021 Jun;17(6):1056-1065
pubmed: 33399270
Nat Neurosci. 2019 May;22(5):691-699
pubmed: 30988527
Nat Med. 2019 Jun;25(6):988-1000
pubmed: 31086348
Nature. 2005 Oct 20;437(7062):1173-8
pubmed: 16189514
Nat Neurosci. 2021 Mar;24(3):368-378
pubmed: 33328624
J Virol. 2020 Aug 31;94(18):
pubmed: 32641482
Nature. 2020 Jul;583(7816):469-472
pubmed: 32408336
Annu Rev Immunol. 2006;24:99-146
pubmed: 16551245
Nat Rev Immunol. 2020 Jun;20(6):363-374
pubmed: 32346093
Curr Neuropharmacol. 2010 Sep;8(3):218-27
pubmed: 21358972
Trends Biochem Sci. 2004 May;29(5):265-73
pubmed: 15130563
Proc Natl Acad Sci U S A. 2020 Oct 13;117(41):25800-25809
pubmed: 32989152
Nature. 2020 Jul;583(7816):459-468
pubmed: 32353859
Nat Med. 2020 May;26(5):681-687
pubmed: 32327758
Science. 2020 Aug 7;369(6504):718-724
pubmed: 32661059
ACS Chem Neurosci. 2020 May 20;11(10):1379-1381
pubmed: 32348111
JAMA Neurol. 2020 Jun 1;77(6):683-690
pubmed: 32275288
Cell Syst. 2021 Jan 20;12(1):23-40.e7
pubmed: 33096026
Science. 2020 Dec 4;370(6521):
pubmed: 33060197

Auteurs

Yadi Zhou (Y)

Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, 44195, USA.

Jielin Xu (J)

Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, 44195, USA.

Yuan Hou (Y)

Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, 44195, USA.

James B Leverenz (JB)

Department of Molecular Medicine, Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH, 44195, USA.
Lou Ruvo Center for Brain Health, Neurological Institute, Cleveland Clinic, Cleveland, OH, 44195, USA.

Asha Kallianpur (A)

Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, 44195, USA.
Department of Molecular Medicine, Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH, 44195, USA.

Reena Mehra (R)

Department of Molecular Medicine, Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH, 44195, USA.
Neurological Institute, Cleveland Clinic, Cleveland, OH, 44195, USA.

Yunlong Liu (Y)

Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA.

Haiyuan Yu (H)

Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, NY, 14850, USA.
Department of Computational Biology, Cornell University, Ithaca, NY, 14850, USA.
Tri-Institutional Training Program in Computational Biology and Medicine, Cornell University, Ithaca, NY, 14850, USA.

Andrew A Pieper (AA)

Harrington Discovery Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, 44106, USA.
Department of Psychiatry, Case Western Reserve University, Cleveland, OH, 44106, USA.
Geriatric Psychiatry, GRECC, Louis Stokes Cleveland VA Medical Center, Cleveland, OH, 44106, USA.
Institute for Transformative Molecular Medicine, School of Medicine, Case Western Reserve University, Cleveland, OH, 44106, USA.
Weill Cornell Autism Research Program, Weill Cornell Medicine of Cornell University, New York, NY, 10065, USA.
Department of Neuroscience, School of Medicine, Case Western Reserve University, Cleveland, OH, 44106, USA.

Lara Jehi (L)

Department of Molecular Medicine, Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH, 44195, USA.
Lou Ruvo Center for Brain Health, Neurological Institute, Cleveland Clinic, Cleveland, OH, 44195, USA.

Feixiong Cheng (F)

Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, 44195, USA. chengf@ccf.org.
Department of Molecular Medicine, Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH, 44195, USA. chengf@ccf.org.
Case Comprehensive Cancer Center, School of Medicine, Case Western Reserve University, Cleveland, OH, 44106, USA. chengf@ccf.org.

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