journal article·2026-01Open access

Pre‐Existing Th1 Immunity Outperforms Age in Predicting Antibody Responses to SARS‐CoV‐2 Inactivated Vaccines

Chanyuan Ye, Xiaoli Zhang, Lingfeng Qiu, Jia Ji, Jueqing Gu, Hongyu Jia, Yingfeng Lu, Jiyang Chen, Zelu Meng, Jiangshan Lian, Hangping Yao, Xun Zeng, Yida Yang

Advanced Science· Volume 13· Issue 6

Abstract

Abstract Understanding and enhancing vaccine‐induced immune responses in the elderly population is critical, as they face elevated risks of severe COVID‐19. This work systematically delineates age‐associated alterations in innate and adaptive immunity and their impact on responses to SARS‐CoV‐2 inactivated vaccination. Compared to young mice, aged mice exhibited polarized bystander Th1 CD4 + T cell populations (31.68 ± 5.62% versus 3.31 ± 0.48%) with distinct transcriptomic signatures, which augmented humoral immunity in aged mice. In human cohorts, post‐vaccination antigen‐specific antibody titers are comparable across different age groups. Stratified analysis based on antibody concentration reveals that high‐responder individuals possess elevated pre‐existing Th1 cells at baseline, which exhibit a modest positive correlation with post‐vaccination antibody titers (r = 0.423, p = 0.001). Therefore, compared to age‐based stratification, baseline Th1 cells serve as a superior predictive biomarker for antibody generation following SARS‐CoV‐2 inactivated vaccination. Collectively, these findings unveil novel mechanisms underlying Th1‐mediated vaccine immunogenicity, offering pivotal insights for developing next‐generation vaccines with optimized protective efficacy.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: SARS-CoV-2 and COVID-19 Research · Immune responses and vaccinations · vaccines and immunoinformatics approaches

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

State Key Laboratory for Diagnosis and Treatment of Infectious Diseases National Clinical Research Center for Infectious Diseases National Medical Center for Infectious Diseases Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases Department of Infectious Diseases The First Affiliated Hospital Zhejiang University School of Medicine Hangzhou 310024 China

Jinan Microecological Biomedicine Shandong Laboratory Jinan 250117 China

Funding

National Key Research and Development Program of China

References (82)

Show source-provided references
1. 10.1038/s41591-021-01301-010.1038/s41591-021-01301-0 ↗
2. 10.1038/s41573-024-01041-z10.1038/s41573-024-01041-z ↗
3. 10.1186/s12929-022-00853-810.1186/s12929-022-00853-8 ↗
4. 10.1002/jmv.2775910.1002/jmv.27759 ↗
5. 10.1016/S1473-3099(21)00462-X10.1016/S1473-3099(21)00462-X ↗
6. 10.1016/j.cell.2020.06.00810.1016/j.cell.2020.06.008 ↗
7. 10.1002/jmv.2748510.1002/jmv.27485 ↗
8. 10.1016/j.addr.2022.11417510.1016/j.addr.2022.114175 ↗
9. 10.1038/ni103310.1038/ni1033 ↗
10. 10.1001/jama.2021.1165610.1001/jama.2021.11656 ↗
11. 10.1016/S1473-3099(24)00497-310.1016/S1473-3099(24)00497-3 ↗
12. 10.1080/19490976.2025.256370910.1080/19490976.2025.2563709 ↗
13. 10.1038/s41598-021-01669-610.1038/s41598-021-01669-6 ↗
14. 10.1001/jamainternmed.2020.461610.1001/jamainternmed.2020.4616 ↗
15. 10.1001/jamanetworkopen.2021.430210.1001/jamanetworkopen.2021.4302 ↗
16. 10.1111/all.1527110.1111/all.15271 ↗
17. 10.1016/j.coi.2013.05.01410.1016/j.coi.2013.05.014 ↗
18. 10.1158/2326-6066.CIR-14-002910.1158/2326-6066.CIR-14-0029 ↗
19. 10.1111/joim.1337210.1111/joim.13372 ↗
20. 10.1016/j.immuni.2022.05.00510.1016/j.immuni.2022.05.005 ↗
21. 10.1038/s41467-018-06741-w10.1038/s41467-018-06741-w ↗
22. 10.3389/fimmu.2023.118559710.3389/fimmu.2023.1185597 ↗
23. 10.1016/j.immuni.2010.12.01210.1016/j.immuni.2010.12.012 ↗
24. 10.1111/imr.1301610.1111/imr.13016 ↗
25. 10.1111/imr.1311510.1111/imr.13115 ↗
26. 10.1038/nri72110.1038/nri721 ↗
27. 10.1038/nri.2016.11610.1038/nri.2016.116 ↗
28. 10.1002/ptr.759510.1002/ptr.7595 ↗
29. 10.1093/ndt/17.12.209910.1093/ndt/17.12.2099 ↗
30. 10.1016/j.arr.2010.06.00410.1016/j.arr.2010.06.004 ↗
31. 10.3389/fimmu.2017.0089610.3389/fimmu.2017.00896 ↗
32. 10.1146/annurev-immunol-090222-10283410.1146/annurev-immunol-090222-102834 ↗
33. 10.1146/annurev-immunol-031210-10140010.1146/annurev-immunol-031210-101400 ↗
34. 10.1038/ni.322610.1038/ni.3226 ↗
35. 10.1038/s41392-023-01471-y10.1038/s41392-023-01471-y ↗
36. 10.1186/s12935-018-0623-y10.1186/s12935-018-0623-y ↗
37. 10.1038/s41388-021-01921-310.1038/s41388-021-01921-3 ↗
38. 10.1038/s41467-023-39642-810.1038/s41467-023-39642-8 ↗
39. 10.4049/jimmunol.200033010.4049/jimmunol.2000330 ↗
40. 10.1016/j.celrep.2022.11169710.1016/j.celrep.2022.111697 ↗
41. 10.3389/fphar.2019.0030810.3389/fphar.2019.00308 ↗
42. 10.1002/jcp.2740710.1002/jcp.27407 ↗
43. 10.1002/eji.20164683710.1002/eji.201646837 ↗
44. 10.4049/jimmunol.166.9.556710.4049/jimmunol.166.9.5567 ↗
45. 10.1038/srep1622910.1038/srep16229 ↗
46. 10.1016/j.celrep.2020.03.01210.1016/j.celrep.2020.03.012 ↗
47. 10.1038/s41467-019-08831-910.1038/s41467-019-08831-9 ↗
48. 10.1126/sciadv.aaw833010.1126/sciadv.aaw8330 ↗
49. 10.3390/vaccines1209103710.3390/vaccines12091037 ↗
50. 10.1016/j.ccell.2023.08.00110.1016/j.ccell.2023.08.001 ↗
51. 10.1038/s41580-024-00738-810.1038/s41580-024-00738-8 ↗
52. 10.1073/pnas.202317411810.1073/pnas.2023174118 ↗
53. 10.4049/jimmunol.176.8.495910.4049/jimmunol.176.8.4959 ↗
54. Lu J. · Research (Wash D C) · 2023 · 6 · 0287
55. 10.1093/infdis/jiae28010.1093/infdis/jiae280 ↗
56. 10.1002/1873-3468.1339310.1002/1873-3468.13393 ↗
57. 10.1126/science.aao293310.1126/science.aao2933 ↗
58. 10.3389/fimmu.2016.0052010.3389/fimmu.2016.00520 ↗
59. 10.1016/j.immuni.2014.12.00610.1016/j.immuni.2014.12.006 ↗
60. 10.1016/j.celrep.2016.01.03810.1016/j.celrep.2016.01.038 ↗
61. 10.1038/s41541-024-00804-410.1038/s41541-024-00804-4 ↗
62. 10.1084/jem.2014143210.1084/jem.20141432 ↗
63. 10.1073/pnas.190125811610.1073/pnas.1901258116 ↗
64. 10.1146/annurev-immunol-041015-05560510.1146/annurev-immunol-041015-055605 ↗
65. 10.1038/s41423-023-01116-810.1038/s41423-023-01116-8 ↗
66. 10.1586/14760584.2014.92440310.1586/14760584.2014.924403 ↗
67. 10.3390/vaccines1211128910.3390/vaccines12111289 ↗
68. 10.1016/j.jaci.2020.03.01710.1016/j.jaci.2020.03.017 ↗
69. 10.1016/j.molmed.2022.09.00810.1016/j.molmed.2022.09.008 ↗
70. 10.1038/nm159210.1038/nm1592 ↗
71. 10.3390/tropicalmed808040610.3390/tropicalmed8080406 ↗
72. 10.1016/j.stem.2025.01.01410.1016/j.stem.2025.01.014 ↗
73. 10.1111/j.1600-065X.2009.00782.x10.1111/j.1600-065X.2009.00782.x ↗
74. 10.1038/ni79210.1038/ni792 ↗
75. 10.1016/j.addr.2014.10.00210.1016/j.addr.2014.10.002 ↗
76. 10.1111/j.1469-0691.2012.03971.x10.1111/j.1469-0691.2012.03971.x ↗
77. 10.1016/j.vaccine.2022.10.01710.1016/j.vaccine.2022.10.017 ↗
78. 10.1016/j.ebiom.2022.10390410.1016/j.ebiom.2022.103904 ↗
79. 10.1146/annurev-immunol-093019-12361910.1146/annurev-immunol-093019-123619 ↗
80. 10.1155/2020/540845210.1155/2020/5408452 ↗
81. 10.1016/j.antiviral.2024.10595410.1016/j.antiviral.2024.105954 ↗
82. 10.1038/s41422-020-00444-y10.1038/s41422-020-00444-y ↗