Published July 30, 2021 | Version 1.0.0
Journal article Open

Single-cell epitope and RNA-sequencing reveals the systemic immune associations with type I interferon autoantibodies in COVID-19

  • 1. Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, The Netherland; Institute of Human Genetics, University of California, San Francisco, CA, USA; Division of Rheumatology, Department of Medicine, University of California, San Francisco, California, USA.
  • 2. Medical Scientist Training Program, University of California. San Francisco, CA, USA; Tetrad Graduate Program, University of California, San Francisco, CA, USA; Diabetes Center, University of California, San Francisco, CA, USA; Department of Biochemistry and Biophysics, University of California, San Francisco, CA, USA.
  • 3. Institute of Human Genetics, University of California, San Francisco, CA, USA; Division of Rheumatology, Department of Medicine, University of California, San Francisco, California, USA.
  • 4. Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163, Necker Hospital for Sick Children, Paris, France; University of Paris, Imagine Institute, Paris, France; St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY, USA.
  • 5. Institute of Human Genetics, University of California, San Francisco, CA, USA; Division of Rheumatology, Department of Medicine, University of California, San Francisco, California, USA; ImmunoX Initiative, University of California, San Francisco, CA, USA.
  • 6. Department of Medicine, San Francisco VA Health Care System, University of California, San Francisco, CA, USA.
  • 7. Institute of Human Genetics, University of California, San Francisco, CA, USA; School of Medicine, University of California, San Francisco, San Francisco, California, USA.
  • 8. Department of Biochemistry and Biophysics, University of California, San Francisco, CA, USA; Chan Zuckerberg Biohub, San Francisco, CA, USA.
  • 9. Zuckerberg San Francisco General, San Francisco, CA, USA.
  • 10. Division of HIV, Infectious Disease and Global Medicine, Department of Medicine, University of California, San Francisco, CA, USA.
  • 11. Laboratory of Clinical Immunology and Microbiology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases (NIAID), National Institutes of Health (NIH), Bethesda, MD, USA.
  • 12. Zuckerberg San Francisco General, San Francisco, CA, USA; Department of Laboratory Medicine, University of California, San Francisco, CA, USA; Vitalant Research Institute, San Francisco, CA, USA.
  • 13. Vitalant Research Institute, Denver, CO, USA; University of Colorado School of Medicine, Aurora, CO, USA; Geisel School of Medicine at Dartmouth, Lebanon, NH, USA.
  • 14. Vitalant Research Institute, Denver, CO, USA.
  • 15. St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY, USA.
  • 16. University of Paris, Imagine Institute, Paris, France; St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY, USA.
  • 17. Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA.
  • 18. Department of Biostaticstics, University of Michigan.
  • 19. Chan Zuckerberg Biohub, San Francisco, CA, USA.
  • 20. ImmunoX Initiative, University of California, San Francisco, CA, USA; Department of Pathology, University of California, San Francisco, CA, USA; UCSF CoLabs, University of California, San Francisco, CA, USA.
  • 21. Chan Zuckerberg Biohub, San Francisco, CA, USA; Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA; Department of Statistics, University of California, Berkeley, CA, USA.
  • 22. Division of Rheumatology, Department of Medicine, University of California, San Francisco, California, USA; ImmunoX Initiative, University of California, San Francisco, CA, USA; UCSF CoLabs, University of California, San Francisco, CA, USA.
  • 23. Division of Infectious Disease, Department of Medicine, University of California, San Francisco, CA, USA.
  • 24. Division of Pulmonary and Critical Care Medicine, Department of Medicine and the Cardiovascular Research Institute, University of California, San Francisco, CA, USA.
  • 25. ImmunoX Initiative, University of California, San Francisco, CA, USA; Department of Pathology, University of California, San Francisco, CA, USA.
  • 26. ImmunoX Initiative, University of California, San Francisco, CA, USA; Division of Pulmonary and Critical Care Medicine, Department of Medicine and the Cardiovascular Research Institute, University of California, San Francisco, CA, USA.
  • 27. Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163, Necker Hospital for Sick Children, Paris, France; University of Paris, Imagine Institute, Paris, France; St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY, USA; Howard Hughes Medical Institute, New York, NY, USA.
  • 28. Diabetes Center, University of California, San Francisco, CA, USA; Endocrine Division, Department of Medicine, University of California, San Francisco, CA, USA.
  • 29. Institute of Human Genetics, University of California, San Francisco, CA, USA; Division of Rheumatology, Department of Medicine, University of California, San Francisco, California, USA; ImmunoX Initiative, University of California, San Francisco, CA, USA; Chan Zuckerberg Biohub, San Francisco, CA, USA; Departments of Epidemiology and Biostatistics, Bioengineering and Therapeutic Sciences; Bakar Computational Health Sciences Institute, University of California, San Francisco, CA, USA; Parker Institute for Cancer Immunotherapy, San Francisco, CA, USA.

Description

Neutralizing autoantibodies against type I interferons (IFNs) have been found in some patients with critical coronavirus disease 2019 (COVID-19), the disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). However, the prevalence of these antibodies, their longitudinal dynamics across the disease severity scale, and their functional effects on circulating leukocytes remain unknown. Here, in 284 patients with COVID-19, we found type I IFN-specific autoantibodies in peripheral blood samples from 19% of patients with critical cases and 6% of patients with severe cases. We found no type I IFN autoantibodies in individuals with moderate cases. Longitudinal profiling of over 600,000 peripheral blood mononuclear cells using multiplexed single-cell epitope and transcriptome sequencing from 54 patients with COVID-19 and 26 non-COVID-19 controls revealed a lack of type I IFN-stimulated gene (ISG-I) responses in myeloid cells from patients with critical cases. This was especially evident in dendritic cell populations isolated from critical cases producing type I IFN-specific autoantibodies. Moreover, we found elevated expression of the inhibitory receptor leukocyte-associated immunoglobulin-like receptor 1 (LAIR-1) on the surface of monocytes isolated from patients with critical cases early in the disease course. LAIR-1 expression is inversely correlated with ISG-I expression response in patients with COVID-19 but is not expressed in healthy controls. The deficient ISG-I response observed in patients with critical COVID-19 with and without type I IFN-specific autoantibodies supports a unifying model for disease pathogenesis involving ISG-I suppression through convergent mechanisms.

Notes

Type I interferon autoantibodies in COVID-19 are associated with deficient interferon response and elevated LAIR-1 expression in peripheral leukocytes.

Files

01_scVelo_pre-checkpoint.ipynb

Files (351.2 MB)

Name Size Download all
md5:66d7f39736c8078f434ed5e90934d574
76.9 kB Preview Download
md5:ed918c150fc04d845544179296ed3185
689.1 kB Preview Download
md5:1d6b7e912d8ff6c7f576f315e9a92f97
961.6 kB Preview Download
md5:1d6b7e912d8ff6c7f576f315e9a92f97
961.6 kB Preview Download
md5:c4cc810c99ab772a886684353ec40fae
51.6 kB Preview Download
md5:b3494c74d8a5338e12f5941cefec5b30
39.9 kB Preview Download
md5:b3494c74d8a5338e12f5941cefec5b30
39.9 kB Preview Download
md5:6deee0913a61d2afe964de5ba104201e
25.2 MB Preview Download
md5:7932ed1c133ac5c7eb157924af99f53d
5.5 kB Preview Download
md5:36ab2917da60894efbd2c8ef094014b5
470.8 kB Preview Download
md5:7ba6989cc481ce8d17067df157ab7107
440 Bytes Download
md5:82fe97ae4a2b339b9ced5fac59104951
416 Bytes Download
md5:6b47bf7da21fd9d48b4320ca7d51a039
685 Bytes Download
md5:c0121a6c86d46c5330827300b9ed6af4
707 Bytes Download
md5:b6db494d55d1d0544fdd742ac8efaea3
651 Bytes Download
md5:7c7a4f30ba5b6ebe7698c2e761608476
676 Bytes Download
md5:1ef44deff72cdbccd8a62aa8022f3276
4.2 MB Preview Download
md5:e78107e92ba44edbe2c2326916390a60
161.7 kB Preview Download
md5:e78107e92ba44edbe2c2326916390a60
161.7 kB Preview Download
md5:0592d52d0023fd54eb876d3f25b556de
1.2 MB Preview Download
md5:5a80587a285810dfc1282d55214c5df4
755 Bytes Download
md5:70b768fa3b36650ec82febef3f43d8b0
4.8 MB Download
md5:35bbf7620002a1bfb914c672aa708bc8
125.8 kB Preview Download
md5:96bb7c79059fd1bf114f79d04692c567
256 Bytes Download
md5:41e83c45a895782cd106a4817d08f1a9
312.1 kB Preview Download
md5:4d881b1adae41deb8131640133948460
274.2 kB Preview Download
md5:fd63a122dabf45fa83c87b53e04c59e8
22.8 kB Preview Download
md5:4ea36672de20c1d25c5218f0396fc7af
247.2 kB Preview Download
md5:4ea36672de20c1d25c5218f0396fc7af
247.2 kB Preview Download
md5:91266375b130bb93fb838617fca16b09
44.0 kB Preview Download
md5:91266375b130bb93fb838617fca16b09
44.0 kB Preview Download
md5:87caf0055e36fcca34207383adf65e69
44.0 kB Preview Download
md5:d438f011ce25bb41e8adc13487ff6806
43.6 kB Preview Download
md5:75072f9fe4529c112c2a853890a21236
43.7 kB Preview Download
md5:75072f9fe4529c112c2a853890a21236
43.7 kB Preview Download
md5:87caf0055e36fcca34207383adf65e69
44.0 kB Preview Download
md5:d44032116d501bb6823dbeeb8f402390
44.8 kB Preview Download
md5:a2a82ee566a19be7af2cf0e1325ec0d5
43.7 kB Preview Download
md5:60496921ef4cd361a9b6f63263bf2bd9
41.9 kB Preview Download
md5:297ef09845ba7a3d90ade0596100a5f2
2.6 kB Preview Download
md5:7d8dbee8fbb4363f8319856fcd31b02d
16.3 MB Preview Download
md5:7d8dbee8fbb4363f8319856fcd31b02d
16.3 MB Preview Download
md5:776819c802f4ac27cb4d6772c80d7584
33.3 MB Preview Download
md5:776819c802f4ac27cb4d6772c80d7584
33.3 MB Preview Download
md5:1a1e52331551002be5e414a9b83a416b
22.3 MB Preview Download
md5:1a1e52331551002be5e414a9b83a416b
22.3 MB Preview Download
md5:f44243efbc2edfd7bb522b44261adbdc
1.0 MB Preview Download
md5:0aaf1d525048bd3c700feaeab24ca558
3.0 kB Preview Download
md5:266f498846861e09c96d6494f80c8778
50.0 kB Download
md5:266f498846861e09c96d6494f80c8778
50.0 kB Download
md5:fc3c164165350c16c645e3bdbbf1fb64
16.3 MB Preview Download
md5:000010b2b359449170ce6fc6a454585c
2.1 kB Preview Download
md5:000010b2b359449170ce6fc6a454585c
2.1 kB Preview Download
md5:8f54b17600d65788b9180e6ccea531fb
1.8 kB Preview Download
md5:494b946433a27c448ef770412f159856
135 Bytes Download
md5:72b7196bb69cb5128c8bbc39cc34aeb3
3.5 kB Preview Download
md5:90aa55704170747470c7f95361beb2c6
702 Bytes Download
md5:3364e4ded11ff870b88b9bf457bce185
5.0 kB Preview Download
md5:d6501d6f17d36db887c39f97861d359f
3.3 MB Preview Download
md5:6bb058592caa9b7d6d4249aced06aff1
2.8 MB Preview Download
md5:f40b95fa90aa39195a2a22934c3a3bc8
2.1 MB Preview Download
md5:b3ed8eddc1664ce37c46ba4e2d3256c0
2.8 MB Preview Download
md5:f1a749521029f2a0fd65d90250fbeabd
2.5 MB Preview Download
md5:3444b928d30bef3d0e174f71b0abfeff
2.1 MB Preview Download
md5:9b8f73640c30513f514d50f5d13f5a18
2.8 MB Preview Download
md5:deefcf9b72e88f71ee6d9d16a5529677
2.8 MB Preview Download
md5:2a768d5eaab67654e1897e536bb0363d
2.8 MB Preview Download
md5:9459817effad8070853e0e1fec405f86
2.7 MB Preview Download
md5:0f9c3a9a1dae9a27a0a1eeda14a9d57a
9.8 MB Preview Download
md5:0568e02e79c5c8f315d254f181f695c9
2.8 MB Download
md5:0568e02e79c5c8f315d254f181f695c9
2.8 MB Download
md5:87f4f0119c3eb93f73576f7be20a177b
2.8 MB Preview Download
md5:6deee0913a61d2afe964de5ba104201e
25.2 MB Preview Download
md5:4cbf82109ab1e83ccd5ea450fbc20de0
4.3 MB Download
md5:1c2486652ce3d7188df1658516c29d06
369.0 kB Preview Download
md5:f49bac936cd27262a1dd8d2e4ed1f2fd
442.1 kB Preview Download
md5:c262367fb308f58f37a9f435d82fa9f3
238.4 kB Preview Download
md5:06a284552189a3139e32774fc37de859
263.2 kB Preview Download
md5:05b684e4fb7feeb29b31ee47932df6e0
340.6 kB Preview Download
md5:b4f33a9a13dcbbed047d1fa4e215ca37
355.4 kB Preview Download
md5:95ebb72e706fc997ec8c4f83e4deeae9
340.9 kB Preview Download
md5:35023f1d316aa2e0fc550a60a67c8865
343.7 kB Preview Download
md5:dc661b1ad316c6b3302e3327301120b1
407.1 kB Preview Download
md5:c6c06cad4351efc17a2cfcaf48eed9a5
390.2 kB Preview Download
md5:f7bab4993eb1c465d4a73a11ea70d18b
187.0 kB Preview Download
md5:d3631d0a136acb05ce00b283107bee3c
386.1 kB Preview Download
md5:fa7b22b660d38bf2f93542f5e3e970ec
377.0 kB Preview Download
md5:64827414574646aa9bcb5e53b05f3833
366.8 kB Preview Download
md5:2dab507a71b00e4718a22b0e83ed412f
271.7 kB Preview Download
md5:ae209c166d6e3aaeac60f653a401c737
333.7 kB Preview Download
md5:724994339889f49bbfc285c0e582a3fa
365.2 kB Preview Download
md5:958e7664751716a2a3b0a9b2dc38be9a
337.9 kB Preview Download
md5:65d3d98faf8c331bd289211cff30b136
415.9 kB Preview Download
md5:fe6d5e6429c615131d2d174f11680f3b
473.3 kB Preview Download
md5:862fb02c1be5b20b183dc2b59877f657
169.5 kB Preview Download
md5:b5a1e16f6ae4cbe5e83d098e57dc5ea4
397.5 kB Preview Download
md5:b6f737ae3a6ba8cef0bd8be7e86377a9
407.3 kB Preview Download
md5:f26da24fe5ac1b9168ac5dacb3750bca
159.6 kB Preview Download
md5:88c25e4d2cb3569f15987b8707006b1a
198.9 kB Preview Download
md5:88c25e4d2cb3569f15987b8707006b1a
198.9 kB Preview Download
md5:76cf9afc74c6a7e2284ab3db04b0f80e
220.9 kB Preview Download
md5:f60ccd956f5a5c1a39ada8945d6513bb
170.7 kB Preview Download
md5:4946401f1fa7d58591a7ecf080e6c5f9
203.5 kB Preview Download
md5:6b63c01d41155fbeea5f12da6405bb8c
164.3 kB Preview Download
md5:3147c90e11c5559fd5d40ccf0927dc60
212.9 kB Preview Download
md5:b19262e699fcf50e9a19b1f89f44c491
182.0 kB Preview Download
md5:b19262e699fcf50e9a19b1f89f44c491
182.0 kB Preview Download
md5:25d4f3d273c7154b701f8a13df9ca4e2
179.8 kB Preview Download
md5:265e61c3cd4ccaf78423d58a3c174043
160.2 kB Preview Download
md5:03297f171565d9474fbb6980d182f7be
185.1 kB Preview Download
md5:6b8f2ab4ca70fbb5c91d9441987009b4
196.1 kB Preview Download
md5:92868540b9573bab6bd01db85cec1b9d
181.3 kB Preview Download
md5:5a918e09a5025b455dc1880a208e597a
219.0 kB Preview Download
md5:57b0fd51ec06b535edf00de40664d897
157.8 kB Preview Download
md5:00c899ef743bb7f68dcadfad42546cde
251.9 kB Preview Download
md5:767010f6338511d50dd8bc79f708036b
56.0 kB Preview Download
md5:a98353553b39bf4cb99e551bf85a0445
118.9 kB Preview Download
md5:92a5c01b1877237ee808be5e6c828bcb
105.5 kB Preview Download
md5:5f61245231055efed421974be551a13e
233.6 kB Preview Download
md5:5d79b05038e32cf385166a8cccd8c8c0
116.7 kB Preview Download
md5:73f5e21dd334e74ee8782a53059cfc49
238.9 kB Preview Download
md5:76a74220e833dfea47d7e3d99a13a6e2
134.7 kB Preview Download
md5:fe6a9e9b144db92a06cfcfbaaf9eff7f
143.6 kB Preview Download
md5:a450356f6d253059479c5cb62fa4324b
83.4 kB Preview Download
md5:54a430c71e385be22997447580312228
133.0 kB Preview Download
md5:6f9c4f15273e7e357dde86618a8d9274
131.5 kB Preview Download
md5:0ea8ec3886e3c57e3e5e1c121fb13ad8
63.5 kB Preview Download
md5:0aca24e18922d721a1a64c44e1ed2989
428.6 kB Preview Download
md5:288c636a8cc337dd4c0ff7343bbc9a38
377.2 kB Preview Download
md5:62793db8f4dd7e9dc4fccf62d1a82e2c
5.8 MB Preview Download
md5:d1786463934b928040ea6cee2fcf30d2
3.6 MB Preview Download
md5:d1786463934b928040ea6cee2fcf30d2
3.6 MB Preview Download
md5:cb3c29066c0b0fcb251d83d5829b8f14
25.2 MB Preview Download
md5:8b0acdfd9eaf06b2a99a6ff575055adf
168.5 kB Preview Download
md5:6d3e381be6c50b8397552fd4a1a88a49
4.5 MB Preview Download
md5:b06d59371998790a25010cd2d91fac6e
6.0 MB Preview Download
md5:a28e8019534c0513a2a513ff5b0a7630
359 Bytes Download
md5:19c80e73d0d930a29de5c95336c8cb23
51.4 kB Preview Download
md5:ba9c80277db57d63fefe22200a82aeeb
65.5 kB Preview Download
md5:bc918b912416da3a1689a9343d4f7128
13.0 kB Preview Download
md5:2a6f456b4a11f2131d1a2d46d38ad27c
19.7 kB Preview Download
md5:05dc49c211c8cebd562e5ab0db15c424
19.7 kB Preview Download
md5:05dc49c211c8cebd562e5ab0db15c424
19.7 kB Preview Download
md5:e242d8a34abe0e3d4b71bfe1c0fef41b
6.0 MB Preview Download
md5:e242d8a34abe0e3d4b71bfe1c0fef41b
6.0 MB Preview Download
md5:4456b7336a45e3bad72748e33076fc8a
4.8 kB Download
md5:ab6c8dc5c4014f91a77ead592254599d
4.6 kB Preview Download