Real-world immune dynamics following COVID-19 vaccination and breakthrough infection: a paired-sample study in Zhejiang Province, China

Introduction: As SARS-CoV-2 variants continue to spread, breakthrough infections (BTI) provide real-world insights into the durability and heterogeneity of COVID-19 vaccine-induced immunity. This study aimed to characterize the immune response dynamics and reconstruction characteristics after BTI in participants with different vaccination regimens in Zhejiang Province, China. Methods: A total of 370 participants were enrolled from a stratified random sample of permanent residents. Participants were either unvaccinated or had received one of the following vaccine regimens: one dose of adenoviral vector vaccine, two or three doses of inactivated vaccine, or, three doses of recombinant protein subunit vaccine. Paired serum samples were collected after vaccination and after BTI. RBD-IgG levels, pseudovirus neutralizing activity, and eight cytokines were systematically quantified. Correlation analyses and post-infection lower-quartile subgroup (T2-LQ) analyses were performed to assess immune heterogeneity. Results: All vaccine groups exhibited robust seroconversion, with post-vaccination RBD-IgG positivity exceeding 90% for both inactivated and recombinant vaccines. Following BTI, antibody levels and neutralizing activity increased significantly across all vaccine groups, consistent with the boosting effect of hybrid immunity. Cytokine profiling analyses revealed minimal differences between vaccine groups post-infection, with immune dynamics primarily driven by longitudinal changes. Notably, IL-13 levels declined consistently across all groups, accompanied by modest changes in the overall cytokine profile. Correlation analyses did not identify a stable concordance between antibodies and cytokines. However, variant-specific RBD-IgG measurements were highly correlated at both time points. Additionally, a post-infection lower-quartile subgroup (T2-LQ) was identified. Among BTI participants, baseline WT-specific RBD-IgG levels were comparable between T2-LQ and non-LQ individuals, suggesting that the low-responder phenotype is not simply attributable to pre-infection antibody levels. Conclusion: This paired-sample, population-based study suggests that BTI may further enhance humoral responses and be accompanied by changes in inflammatory/immunoregulatory markers on top of prior vaccine-induced immunity, while reducing some overall immune differences across vaccine platforms. The identification of the T2-LQ subgroup highlights persistent heterogeneity in post-infection immune responses and suggests the potential value of continued immune monitoring in the post-pandemic era.

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Journal
Frontiers in Immunology
Published
2026-03-31
DOI
https://doi.org/10.3389/fimmu.2026.1801564
Primary Topic
SARS-CoV-2 and COVID-19 Research
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article
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article

Real-world immune dynamics following COVID-19 vaccination and breakthrough infection: a paired-sample study in Zhejiang Province, China

Shaohong Lu, Youhong Weng, Ji‐An Pan, Longyou Zhao et al.
Frontiers in Immunology
SARS-CoV-2 and COVID-19 Research
article

Real-world immune dynamics following COVID-19 vaccination and breakthrough infection: a paired-sample study in Zhejiang Province, China

Shaohong Lu, Youhong Weng, Ji‐An Pan, Longyou Zhao, Yuxin Hu, Enfu Chen, Qingming Kong, Xi Li, Dali Zhang, Ruoyao Gong, Yu Xu, Yahan Wu, Rongxian Liao, Xiaoliang Zheng, Yihua Huang, Mengke Han
article en

Abstract

Introduction: As SARS-CoV-2 variants continue to spread, breakthrough infections (BTI) provide real-world insights into the durability and heterogeneity of COVID-19 vaccine-induced immunity. This study aimed to characterize the immune response dynamics and reconstruction characteristics after BTI in participants with different vaccination regimens in Zhejiang Province, China. Methods: A total of 370 participants were enrolled from a stratified random sample of permanent residents. Participants were either unvaccinated or had received one of the following vaccine regimens: one dose of adenoviral vector vaccine, two or three doses of inactivated vaccine, or, three doses of recombinant protein subunit vaccine. Paired serum samples were collected after vaccination and after BTI. RBD-IgG levels, pseudovirus neutralizing activity, and eight cytokines were systematically quantified. Correlation analyses and post-infection lower-quartile subgroup (T2-LQ) analyses were performed to assess immune heterogeneity. Results: All vaccine groups exhibited robust seroconversion, with post-vaccination RBD-IgG positivity exceeding 90% for both inactivated and recombinant vaccines. Following BTI, antibody levels and neutralizing activity increased significantly across all vaccine groups, consistent with the boosting effect of hybrid immunity. Cytokine profiling analyses revealed minimal differences between vaccine groups post-infection, with immune dynamics primarily driven by longitudinal changes. Notably, IL-13 levels declined consistently across all groups, accompanied by modest changes in the overall cytokine profile. Correlation analyses did not identify a stable concordance between antibodies and cytokines. However, variant-specific RBD-IgG measurements were highly correlated at both time points. Additionally, a post-infection lower-quartile subgroup (T2-LQ) was identified. Among BTI participants, baseline WT-specific RBD-IgG levels were comparable between T2-LQ and non-LQ individuals, suggesting that the low-responder phenotype is not simply attributable to pre-infection antibody levels. Conclusion: This paired-sample, population-based study suggests that BTI may further enhance humoral responses and be accompanied by changes in inflammatory/immunoregulatory markers on top of prior vaccine-induced immunity, while reducing some overall immune differences across vaccine platforms. The identification of the T2-LQ subgroup highlights persistent heterogeneity in post-infection immune responses and suggests the potential value of continued immune monitoring in the post-pandemic era.

Frontiers in ImmunologyVol. 17
Xinjiang Medical University (CN), Sun Yat-sen University (CN), Wenzhou Medical University (CN), Fifth Affiliated Hospital of Xinjiang Medical University (CN), Lishui Central Hospital (CN), Lishui City People's Hospital (CN), Zhejiang Center for Disease Control and Prevention (CN), Third People's Hospital of Huzhou (CN), Hangzhou Medical College (CN)
National Natural Science Foundation of China, Zhejiang Provincial Program for the Cultivation of High-Level Innovative Health Talents
Good health and well-being
Openalex Percentile: Top 31%
SARS-CoV-2 and COVID-19 Research
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