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Roche real-world data study shows how SARS-CoV-2 antibodies protect against COVID-19
The ongoing evolution of SARS-CoV-2 and COVID-19 morbidity has raised interest in protective immunity indicators. At the population level, assessing the risk of severe disease is vital for healthcare resource allocation and vaccination policy decisions. At the individual level, prioritizing vulnerable patients is essential.
Immunocompetent individuals develop antibodies after exposure to SARS-CoV-2, indicating past infection or vaccination. Evidence suggests a link between neutralizing antibodies and protection against infection and severe disease, with the risk of symptomatic infection increasing as antibody levels diminish. Antibody titers may serve as a surrogate measure of individual protection against COVID-19.
Identifying meaningful titer thresholds that correlate with protection against symptomatic or severe disease is crucial for investigating epidemiological trends. Breakthrough infections are likely as immunity wanes, evident from decreasing antibody titers, and patients with pre-existing conditions are at higher risk for poorer outcomes. New variants may further compromise clinical outcomes by evading immunity. The use of antibody titers against SARS-CoV-2, as a method to estimate the risk of subsequent infection following infection or vaccination, remains largely unclear.
Research linking the seroimmunological status to subsequent SARS-CoV-2 infection and outcomes is limited due to data collection challenges. An alternative is to use real-world data (RWD) from clinical practices, covering large sample sizes that facilitate the study of rare events with sufficient statistical evidence. Another advantage of RWD is that it usually encompasses the relevant population because of the ongoing medical interest in testing. While a previous study1 using RWD found that individuals with SARS-CoV-2 antibodies reported fewer COVID-19 outcomes, there is still a lack of robust RWD linking specific antibody titers to clinical outcomes, especially in the context of new variants and vaccine rollouts.
Roche sponsors extensive real-world evidence study on the predictive value of SARS-CoV-2 antibody levels for COVID-19 outcomes
To address the need to understand whether and how SARS-CoV-2 antibody levels can predict the risk of symptomatic re-infection or severe COVID-19 outcomes, and to assess this relationship across different patient subgroups (age, immunocompromised status) and against different variants (Delta and Omicron), Roche sponsored one of the largest real-world evidence studies of its kind.2 This study was conducted as a retrospective cohort analysis, utilizing RWD from U.S. laboratory testing and medical insurance claims. Data were sourced from Elecsys® Anti-SARS-CoV-2 S test results generated at and provided by a U.S. clinical reference laboratory. The Roche Elecsys® Anti-SARS-CoV-2 S assay quantifies antibodies against the receptor-binding domain (RBD) of the spike protein, with results reported in U/mL, which are equivalent to binding antibody units (BAU)/mL. This test data was linked to a U.S. insurance claims database through a patient de-identification and tokenization process. A total of 268,844 individuals who underwent SARS-CoV-2 antibody tests between April 2021 and June 2022 were successfully linked with their insurance data and were included in the final study cohort after applying the exclusion criteria. The primary study outcomes were symptomatic and severe COVID-19 during a follow-up period of up to 365 days after the antibody test data. Statistical analysis employed Cox regression with inverse probability weighting to estimate hazard ratios of subsequent infections based on different antibody levels, using non-reactive results as the reference group, and included various subgroup analyses.


Higher SARS-CoV-2 antibody levels significantly reduce the risk of symptomatic and severe COVID-19, with varied effectiveness against different variants
The study analyzed the relationship between SARS-CoV-2 antibody levels and the risk of symptomatic and severe infections. Individuals with reactive antibody levels measured with the Elecsys® Anti-SARS-CoV-2 S assay (≥0.8 U/mL) had a significantly lower risk of symptomatic infection, with higher antibody levels correlating with greater risk reduction. Specifically, risk reductions of 42%, 53%, and 62% were observed for antibody levels of ≥0.8 to <100 U/mL, ≥100 to <2500 U/mL, and ≥2500 U/mL, respectively.

Weighted Kaplan-Meier survival curve of symptomatic COVID-19 by Anti-SARS-CoV-2 S level. A higher antibody level is linked to a higher probability of remaining COVID-19-free or a reduced risk of symptomatic COVID-19, respectively.
Similar reductions were found for severe infections, with the highest antibody levels offering the most protection.
Subgroup analysis revealed that older individuals (≥65 years) had higher antibody levels and a similar protective effect across age groups, despite being more likely to have had prior infection or vaccination. This observation suggests that the risk of infection might be equally mitigated in elderly individuals if they develop sufficient antibody titers. Immunocompromised individuals showed less protection even with higher antibody titers.
Variant analysis indicated that reactive antibodies provided substantial protection against the Delta variant (79-90% risk reduction) but less protection against the Omicron variant (46-72% risk reduction), requiring higher antibody levels (≥2500 U/mL) for significant risk reduction.
Extensive real-world data study links SARS-CoV-2 antibody levels to reduced infection risk, informing public health strategies
This extensive real-world data (RWD) study assessed the protective effect of SARS-CoV-2 antibody levels against infection, demonstrating a strong association between higher antibody titers and reduced risk of symptomatic and severe COVID-19. By linking routine lab test results with insurance claims data, the study provided valuable insights into the role of antibody levels in predicting infection risk, particularly amid variant dynamics like the Omicron emergence. Antibody quantification using the Elecsys® Anti-SARS-CoV-2 S assay from Roche revealed that higher levels notably decrease infection risk, although effectiveness varied against different variants. The findings support vaccination strategies and the use of antibody levels as a diagnostic tool to manage and mitigate COVID-19 risk, highlighting the study's significance in shaping clinical and public health responses. Despite some limitations, such as capped antibody results and lack of genomic sequencing for variant determination, this research underscores the utility of integrating real-world healthcare data for comprehensive patient outcomes and offers a framework for future studies on emerging variants.

This study established robust evidence on the association between SARS-CoV-2 spike antibody levels and future symptomatic COVID-19

The findings help bridge the evidence gap regarding the clinical utility of antibody testing in both previously infected and vaccinated populations

One of the largest RWD-based studies linking diagnostic tests results with clinical utility

RWD enables future opportunities to design diagnostic-specific clinical utility and outcome studies
References
- Kaufman HW, Letovsky S, Meyer WA III, Gillim L, Assimon MM, Kabelac CA, et al. SARS-CoV-2 spike-protein targeted serology test results and their association with subsequent COVID-19-related outcomes. Front Public Health. 2023;11:1193246.
- Jin Y, Yang F, Rank CM, et al. SARS-CoV-2 SPIKE Antibody Levels can Indicate Immuno-Resilience to Re-infection: a Real-World Study. Infect Dis Ther. 2025;14:229–243 (2025). https://doi.org/10.1007/s40121-024-01090-2
This study, and all aspects of manuscript submission, were funded by Roche Diagnostics International Ltd. This research was recognized as the Top 5% Finalist at the ISPOR 2024 conference and Spotlight abstract at the ISPE 2024 conference.