tetano
Editor, Senior Moderator
Vaccine
. 2026 Feb 15:76:128348.
doi: 10.1016/j.vaccine.2026.128348. Online ahead of print.
The neutralizing antibody titer correlate of COVID-19 risk in the COVID-19 variant immunologic landscape (COVAIL) trial was not modified by SARS-CoV-2 amino acid sequence distances
Fei Heng[SUP] 1 [/SUP], Craig A Magaret[SUP] 2 [/SUP], Nadine G Rouphael[SUP] 3 [/SUP], Angela R Branche[SUP] 4 [/SUP], Youyi Fong[SUP] 5 [/SUP], Lindsay N Carpp[SUP] 2 [/SUP], Chenchen Yu[SUP] 2 [/SUP], Shiyu Chen[SUP] 2 [/SUP], Bo Zhang[SUP] 6 [/SUP], David J Diemert[SUP] 7 [/SUP], Ann R Falsey[SUP] 4 [/SUP], Daniel S Graciaa[SUP] 3 [/SUP], Lindsey R Baden[SUP] 8 [/SUP], Sharon E Frey[SUP] 9 [/SUP], Jennifer A Whitaker[SUP] 10 [/SUP], Susan J Little[SUP] 11 [/SUP], Satoshi Kamidani[SUP] 12 [/SUP], Emmanuel B Walter[SUP] 13 [/SUP], Richard M Novak[SUP] 14 [/SUP], Richard Rupp[SUP] 15 [/SUP], Lisa A Jackson[SUP] 16 [/SUP], Tara M Babu[SUP] 17 [/SUP], Angelica C Kottkamp[SUP] 18 [/SUP], Anne F Luetkemeyer[SUP] 19 [/SUP], Lilly C Immergluck[SUP] 20 [/SUP], Rachel M Presti[SUP] 21 [/SUP], Martín Bäcker[SUP] 22 [/SUP], Patricia L Winokur[SUP] 23 [/SUP], Siham M Mahgoub[SUP] 24 [/SUP], Paul A Goepfert[SUP] 25 [/SUP], Dahlene N Fusco[SUP] 26 [/SUP], Robert L Atmar[SUP] 10 [/SUP], Christine M Posavad[SUP] 27 [/SUP], Jinjian Mu[SUP] 28 [/SUP], Mat Makowski[SUP] 28 [/SUP], Mamodikoe K Makhene[SUP] 29 [/SUP], Seema U Nayak[SUP] 29 [/SUP], Viviana Simon[SUP] 30 [/SUP], Harm van Bakel[SUP] 31 [/SUP], Paul C Roberts[SUP] 29 [/SUP], Peter B Gilbert[SUP] 32 [/SUP]; Coronavirus Variant Immunologic Landscape Trial (COVAIL) Study Team
Affiliations
In the Coronavirus Variant Immunologic Landscape Trial (COVAIL) conducted in the United States in 2022-2023, 985 participants received a second COVID-19 booster with one of twelve monovalent or bivalent mRNA inserts. Pseudovirus serum inhibitory dilution 50% neutralizing antibody titer (nAb titer) measured two-weeks post booster significantly associated with lower COVID-19 incidence over six months follow-up in this trial. COVAIL investigators sequenced SARS-CoV-2 Spike amino acid sequences for all COVID-19 cases, with a sequence successfully obtained from 129 of 195 cases. For COVID-19 endpoint cases we calculated five distances of the case-causing sequence to a reference sequence, the first two physico-chemical weighted Hamming distances of Spike or receptor binding domain (RBD) to a participant's nearest Spike or RBD vaccine-insert sequence, and the other three estimated degrees of neutralizing antibody escape from the XBB.1.5 RBD strain calculated with deep mutational scanning. Hypothesizing that the nAb titer correlate of risk may have a stronger association with COVID-19 when focusing on COVID-19 infections more closely matched to the vaccine insert in Spike or RBD amino acid sequence or with lower RBD antibody escape score, we tested this hypothesis for the combined group receiving a monovalent Prototype (ancestral strain) booster (n = 143) and for the combined group receiving an Omicron-containing booster (n = 744). For both combined groups, the nAb titer correlate of risk did not significantly vary across any of the assessed sequence distances from the vaccine insert (all p-values >0.10), although RBD Hamming distance had point estimates consistent with a weakening correlate with distance, motivating further exploration in settings with greater antigenic heterogeneity. Indeed, statistical power was bounded by the limited antigenic variability of viruses infecting trial participants over the follow-up period (April 21, 2022 to May 25, 2023), which spanned only a 3.02-fold nAb titer range of differential sensitivity to sera from XBB.1.5-infected individuals. ClinicalTrials.gov Identifier: NCT05289037.
Keywords: Deep mutational scanning; Immune correlate of protection; Neutralizing antibody escape; Randomized clinical trial; Recombinant protein vaccine; mRNA vaccine.
. 2026 Feb 15:76:128348.
doi: 10.1016/j.vaccine.2026.128348. Online ahead of print.
The neutralizing antibody titer correlate of COVID-19 risk in the COVID-19 variant immunologic landscape (COVAIL) trial was not modified by SARS-CoV-2 amino acid sequence distances
Fei Heng[SUP] 1 [/SUP], Craig A Magaret[SUP] 2 [/SUP], Nadine G Rouphael[SUP] 3 [/SUP], Angela R Branche[SUP] 4 [/SUP], Youyi Fong[SUP] 5 [/SUP], Lindsay N Carpp[SUP] 2 [/SUP], Chenchen Yu[SUP] 2 [/SUP], Shiyu Chen[SUP] 2 [/SUP], Bo Zhang[SUP] 6 [/SUP], David J Diemert[SUP] 7 [/SUP], Ann R Falsey[SUP] 4 [/SUP], Daniel S Graciaa[SUP] 3 [/SUP], Lindsey R Baden[SUP] 8 [/SUP], Sharon E Frey[SUP] 9 [/SUP], Jennifer A Whitaker[SUP] 10 [/SUP], Susan J Little[SUP] 11 [/SUP], Satoshi Kamidani[SUP] 12 [/SUP], Emmanuel B Walter[SUP] 13 [/SUP], Richard M Novak[SUP] 14 [/SUP], Richard Rupp[SUP] 15 [/SUP], Lisa A Jackson[SUP] 16 [/SUP], Tara M Babu[SUP] 17 [/SUP], Angelica C Kottkamp[SUP] 18 [/SUP], Anne F Luetkemeyer[SUP] 19 [/SUP], Lilly C Immergluck[SUP] 20 [/SUP], Rachel M Presti[SUP] 21 [/SUP], Martín Bäcker[SUP] 22 [/SUP], Patricia L Winokur[SUP] 23 [/SUP], Siham M Mahgoub[SUP] 24 [/SUP], Paul A Goepfert[SUP] 25 [/SUP], Dahlene N Fusco[SUP] 26 [/SUP], Robert L Atmar[SUP] 10 [/SUP], Christine M Posavad[SUP] 27 [/SUP], Jinjian Mu[SUP] 28 [/SUP], Mat Makowski[SUP] 28 [/SUP], Mamodikoe K Makhene[SUP] 29 [/SUP], Seema U Nayak[SUP] 29 [/SUP], Viviana Simon[SUP] 30 [/SUP], Harm van Bakel[SUP] 31 [/SUP], Paul C Roberts[SUP] 29 [/SUP], Peter B Gilbert[SUP] 32 [/SUP]; Coronavirus Variant Immunologic Landscape Trial (COVAIL) Study Team
Affiliations
- PMID: 41698311
- DOI: 10.1016/j.vaccine.2026.128348
In the Coronavirus Variant Immunologic Landscape Trial (COVAIL) conducted in the United States in 2022-2023, 985 participants received a second COVID-19 booster with one of twelve monovalent or bivalent mRNA inserts. Pseudovirus serum inhibitory dilution 50% neutralizing antibody titer (nAb titer) measured two-weeks post booster significantly associated with lower COVID-19 incidence over six months follow-up in this trial. COVAIL investigators sequenced SARS-CoV-2 Spike amino acid sequences for all COVID-19 cases, with a sequence successfully obtained from 129 of 195 cases. For COVID-19 endpoint cases we calculated five distances of the case-causing sequence to a reference sequence, the first two physico-chemical weighted Hamming distances of Spike or receptor binding domain (RBD) to a participant's nearest Spike or RBD vaccine-insert sequence, and the other three estimated degrees of neutralizing antibody escape from the XBB.1.5 RBD strain calculated with deep mutational scanning. Hypothesizing that the nAb titer correlate of risk may have a stronger association with COVID-19 when focusing on COVID-19 infections more closely matched to the vaccine insert in Spike or RBD amino acid sequence or with lower RBD antibody escape score, we tested this hypothesis for the combined group receiving a monovalent Prototype (ancestral strain) booster (n = 143) and for the combined group receiving an Omicron-containing booster (n = 744). For both combined groups, the nAb titer correlate of risk did not significantly vary across any of the assessed sequence distances from the vaccine insert (all p-values >0.10), although RBD Hamming distance had point estimates consistent with a weakening correlate with distance, motivating further exploration in settings with greater antigenic heterogeneity. Indeed, statistical power was bounded by the limited antigenic variability of viruses infecting trial participants over the follow-up period (April 21, 2022 to May 25, 2023), which spanned only a 3.02-fold nAb titer range of differential sensitivity to sera from XBB.1.5-infected individuals. ClinicalTrials.gov Identifier: NCT05289037.
Keywords: Deep mutational scanning; Immune correlate of protection; Neutralizing antibody escape; Randomized clinical trial; Recombinant protein vaccine; mRNA vaccine.