Cell-Type-Specific Immune Dysregulation in Severely Ill COVID-19 Patients.

Changfu Yao, Stephanie A Bora, Tanyalak Parimon, Tanzira Zaman, Oren A Friedman, Joseph A Palatinus, Nirmala S Surapaneni, Yuri P Matusov, Giuliana Cerro Chiang, Alexander G Kassar, Nayan Patel, Chelsi E R Green, Adam W Aziz, Harshpreet Suri, Jo Suda, Andres A Lopez, Gislâine A Martins, Barry R Stripp, Sina A Gharib, Helen S Goodridge, Peter Chen
Author Information
  1. Changfu Yao: Women's Guild Lung Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA.
  2. Stephanie A Bora: Women's Guild Lung Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA.
  3. Tanyalak Parimon: Women's Guild Lung Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; Division of Pulmonary and Critical Care Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA.
  4. Tanzira Zaman: Division of Pulmonary and Critical Care Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA.
  5. Oren A Friedman: Division of Pulmonary and Critical Care Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA.
  6. Joseph A Palatinus: Division of Pulmonary and Critical Care Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA.
  7. Nirmala S Surapaneni: Division of Pulmonary and Critical Care Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA.
  8. Yuri P Matusov: Division of Pulmonary and Critical Care Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA.
  9. Giuliana Cerro Chiang: Division of Pulmonary and Critical Care Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA.
  10. Alexander G Kassar: Division of Pulmonary and Critical Care Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA.
  11. Nayan Patel: Division of Pulmonary and Critical Care Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA.
  12. Chelsi E R Green: Division of Pulmonary and Critical Care Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA.
  13. Adam W Aziz: Women's Guild Lung Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA.
  14. Harshpreet Suri: Women's Guild Lung Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA.
  15. Jo Suda: Department of Biomedical Sciences, Research Division of Immunology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA.
  16. Andres A Lopez: Department of Biomedical Sciences, Research Division of Immunology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA.
  17. Gislâine A Martins: Department of Biomedical Sciences, Research Division of Immunology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; Division of Gastroenterology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA.
  18. Barry R Stripp: Women's Guild Lung Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; Division of Pulmonary and Critical Care Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; Department of Biomedical Sciences, Research Division of Immunology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; Board of Governors Regenerative Medicine Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA.
  19. Sina A Gharib: Computational Medicine Core at Center for Lung Biology, Division of Pulmonary, Critical Care and Sleep Medicine, University of Washington, Seattle, WA 98109, USA. Electronic address: sagharib@uw.edu.
  20. Helen S Goodridge: Department of Biomedical Sciences, Research Division of Immunology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; Board of Governors Regenerative Medicine Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA. Electronic address: helen.goodridge@csmc.edu.
  21. Peter Chen: Women's Guild Lung Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; Division of Pulmonary and Critical Care Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; Department of Biomedical Sciences, Research Division of Immunology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA. Electronic address: peter.chen@cshs.org.

Abstract

Recent studies have demonstrated immunologic dysfunction in severely ill coronavirus disease 2019 (COVID-19) patients. We use single-cell RNA sequencing (scRNA-seq) to analyze the transcriptome of peripheral blood mononuclear cells (PBMCs) from healthy (n = 3) and COVID-19 patients with moderate disease (n = 5), acute respiratory distress syndrome (ARDS, n = 6), or recovering from ARDS (n = 6). Our data reveal transcriptomic profiles indicative of defective antigen presentation and interferon (IFN) responsiveness in monocytes from ARDS patients, which contrasts with higher responsiveness to IFN signaling in lymphocytes. Furthermore, genes involved in cytotoxic activity are suppressed in both natural killer (NK) and CD8 T lymphocytes, and B cell activation is deficient, which is consistent with delayed viral clearance in severely ill COVID-19 patients. Our study demonstrates that COVID-19 patients with ARDS have a state of immune imbalance in which dysregulation of both innate and adaptive immune responses may be contributing to a more severe disease course.

Keywords

References

  1. Lancet Respir Med. 2020 Apr;8(4):420-422 [PMID: 32085846]
  2. Gigascience. 2020 Dec 26;9(12): [PMID: 33367645]
  3. Virol J. 2020 Jul 23;17(1):112 [PMID: 32703221]
  4. J Transl Med. 2018 Jul 17;16(1):198 [PMID: 30016977]
  5. JAMA. 2020 Apr 7;323(13):1239-1242 [PMID: 32091533]
  6. Arthritis Rheumatol. 2020 Sep;72(9):1581-1582 [PMID: 32458534]
  7. Front Immunol. 2018 Aug 13;9:1869 [PMID: 30150991]
  8. Nat Microbiol. 2020 Nov;5(11):1361-1373 [PMID: 32690955]
  9. Int J Mol Sci. 2016 May 05;17(5): [PMID: 27164085]
  10. Immunol Rev. 2012 Sep;249(1):5-13 [PMID: 22889211]
  11. JAMA Intern Med. 2020 Oct 1;180(10):1345-1355 [PMID: 32667669]
  12. Clin Diagn Lab Immunol. 2004 Jan;11(1):161-7 [PMID: 14715564]
  13. N Engl J Med. 2020 Feb 20;382(8):727-733 [PMID: 31978945]
  14. Sci Immunol. 2020 Jul 10;5(49): [PMID: 32651212]
  15. Nat Rev Immunol. 2020 Jul;20(7):397-398 [PMID: 32457522]
  16. Nucleic Acids Res. 2019 Jul 2;47(W1):W199-W205 [PMID: 31114916]
  17. mBio. 2014 Dec 16;5(6): [PMID: 25516616]
  18. PLoS Pathog. 2015 Jun 12;11(6):e1004869 [PMID: 26070066]
  19. Emerg Microbes Infect. 2020 Dec;9(1):1096-1101 [PMID: 32476607]
  20. J Allergy Clin Immunol. 2020 Jul;146(1):119-127.e4 [PMID: 32360286]
  21. Nat Commun. 2020 Jul 6;11(1):3434 [PMID: 32632085]
  22. N Engl J Med. 2012 Nov 8;367(19):1814-20 [PMID: 23075143]
  23. PLoS One. 2020 Jul 23;15(7):e0236240 [PMID: 32702044]
  24. Biochem Biophys Res Commun. 2003 Sep 5;308(4):840-6 [PMID: 12927795]
  25. J Clin Invest. 2012 Aug;122(8):2731-40 [PMID: 22850883]
  26. J Immunol. 2014 Sep 15;193(6):3080-9 [PMID: 25135833]
  27. JAMA. 2020 Jul 24;: [PMID: 32706371]
  28. Nat Immunol. 2015 Jan;16(1):18-26 [PMID: 25521681]
  29. Emerg Microbes Infect. 2020 Dec;9(1):761-770 [PMID: 32228226]
  30. J Immunol. 2017 May 15;198(10):3846-3856 [PMID: 28416599]
  31. N Engl J Med. 2003 May 15;348(20):1967-76 [PMID: 12690091]
  32. Nat Methods. 2019 Dec;16(12):1289-1296 [PMID: 31740819]
  33. Bioinformatics. 2014 Feb 15;30(4):523-30 [PMID: 24336805]
  34. J Virol. 2017 Mar 29;91(8): [PMID: 28148787]
  35. Proc Natl Acad Sci U S A. 2000 Feb 15;97(4):1713-8 [PMID: 10677523]
  36. Immunity. 2020 Jun 16;52(6):910-941 [PMID: 32505227]
  37. Front Immunol. 2018 Jan 10;8:1960 [PMID: 29375577]
  38. J Virol. 2015 Oct 21;90(1):5-8 [PMID: 26491165]
  39. J Biol Chem. 2010 Jul 30;285(31):24023-31 [PMID: 20519500]
  40. J Biol Chem. 2009 Jun 12;284(24):16202-16209 [PMID: 19380580]
  41. J Pathol. 2004 Jun;203(2):631-7 [PMID: 15141377]
  42. J Immunol. 2005 Apr 15;174(8):5110-8 [PMID: 15814742]
  43. Trends Cell Biol. 2014 Aug;24(8):464-71 [PMID: 24786309]
  44. Nat Commun. 2020 Jul 8;11(1):3410 [PMID: 32641700]
  45. Allergy. 2020 Nov;75(11):2829-2845 [PMID: 32496587]
  46. Nat Rev Immunol. 2020 Jun;20(6):355-362 [PMID: 32376901]
  47. Immunity. 2017 Sep 19;47(3):406-420 [PMID: 28930657]
  48. Clin Immunol. 2020 Jun;215:108448 [PMID: 32353634]
  49. Ann Transl Med. 2019 Oct;7(19):504 [PMID: 31728357]
  50. J Immunol. 2010 May 15;184(10):5835-41 [PMID: 20385880]
  51. Nat Med. 2020 Jul;26(7):1070-1076 [PMID: 32514174]
  52. J Mol Biol. 2014 Mar 20;426(6):1246-64 [PMID: 24316048]
  53. Nat Rev Immunol. 2010 Jun;10(6):387-402 [PMID: 20467426]
  54. J Infect. 2020 Jun;80(6):607-613 [PMID: 32283152]
  55. Nat Rev Microbiol. 2019 Mar;17(3):181-192 [PMID: 30531947]
  56. Front Immunol. 2020 May 01;11:827 [PMID: 32425950]
  57. Virology. 2015 May;479-480:180-93 [PMID: 25620767]
  58. Cell. 2019 Jun 13;177(7):1888-1902.e21 [PMID: 31178118]
  59. Nat Rev Immunol. 2017 Jun;17(6):349-362 [PMID: 28436425]
  60. PLoS One. 2016 May 04;11(5):e0154690 [PMID: 27144640]
  61. Front Med. 2020 Apr;14(2):185-192 [PMID: 32170560]
  62. EBioMedicine. 2017 Oct;24:231-236 [PMID: 28958655]
  63. Cell Discov. 2020 May 4;6:31 [PMID: 32377375]
  64. Science. 2016 Apr 8;352(6282):189-96 [PMID: 27124452]
  65. Nature. 1995 Nov 16;378(6554):303-6 [PMID: 7477353]
  66. Front Cell Infect Microbiol. 2019 Apr 18;9:95 [PMID: 31058096]
  67. Immunol Rev. 2000 Aug;176:154-70 [PMID: 11043775]
  68. Genome Biol. 2015 Dec 10;16:278 [PMID: 26653891]
  69. Cell. 2020 Apr 16;181(2):271-280.e8 [PMID: 32142651]
  70. Cell Host Microbe. 2020 Jun 10;27(6):992-1000.e3 [PMID: 32320677]
  71. BMJ. 2020 Apr 21;369:m1443 [PMID: 32317267]
  72. J Infect Dis. 2020 Aug 17;222(6):910-918 [PMID: 32614392]
  73. J Allergy Clin Immunol Pract. 2020 Sep;8(8):2585-2591.e1 [PMID: 32574840]
  74. Sci Rep. 2015 Dec 03;5:17554 [PMID: 26631542]
  75. Science. 2020 Aug 7;369(6504):718-724 [PMID: 32661059]
  76. J Immunol. 2005 Aug 15;175(4):2570-8 [PMID: 16081831]
  77. J Immunol. 2015 Nov 1;195(9):4319-30 [PMID: 26401005]

Grants

  1. R01 AI137111/NIAID NIH HHS
  2. R01 AI134987/NIAID NIH HHS
  3. R01 HL137076/NHLBI NIH HHS
  4. R01 HL135163/NHLBI NIH HHS
  5. R21 AI151987/NIAID NIH HHS
  6. P01 HL108793/NHLBI NIH HHS
  7. KL2 TR001882/NCATS NIH HHS
  8. T32 HL134637/NHLBI NIH HHS
  9. R01 AI127406/NIAID NIH HHS
  10. R01 AI103542/NIAID NIH HHS

MeSH Term

Adult
Aged
Aged, 80 and over
Antigen Presentation
COVID-19
Female
Humans
Interferons
Lymphocyte Activation
Lymphocyte Subsets
Male
Middle Aged
Monocytes
RNA-Seq
Respiratory Distress Syndrome
Transcriptome

Chemicals

Interferons