The roles of pre-season immunity, age, viral shedding, and community exposures in shaping influenza household transmission dynamics

M Molly K. Sauter J Jackie Kleynhans J Jocelyn Moyes M Meredith L. McMorrow F Florette K. Treurnicht O Orienka Hellferscee A Anne von Gottberg N Nicole Wolter A Amelia Buys L Lorens Maake N Neil A. Martinson K Kathleen Kahn L Limakatso Lebina K Katlego Motlhaoleng F Floidy Wafawanaka F Francesc Xavier Gómez-Olivé S Stefano Tempia B Bryan Grenfell C Cécile Viboud K Kaiyuan Sun C Cheryl Cohen

Abstract

Abstract Protective immunity against influenza transmission remains poorly understood due to the high prevalence of undetected asymptomatic infections. To address this, we analyze 1518 individuals and 623 infection episodes from a three-year, rural and urban, South African household cohort study that combines pre-season serum collection with twice-weekly virological testing regardless of symptoms. By developing a subtype/lineage-specific household transmission model and incorporating time-resolved viral shedding kinetics for all observed infections, we disentangle household and community exposure, pre-season immunity, and age effects. After adjusting for exposure intensity, pre-season hemagglutination inhibition (HAI) titers ≥1:40 are associated with a reduced infection risk for A(H1N1)pdm09, A(H3N2), and B/Victoria, but not B/Yamagata. However, children exhibit higher susceptibility and longer viral shedding durations than adults across all subtypes/lineages, even after accounting for pre-season HAI titers. Here, we show persistent age-related effects on influenza susceptibility and viral shedding, underscoring the need to explore immune mechanisms beyond HAI-based correlates of protection.

Article Details

Volume / Issue Vol. 1, Issue 1
Published July 30, 2026
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (21)

M

Molly K. Sauter

J

Jackie Kleynhans

J

Jocelyn Moyes

M

Meredith L. McMorrow

F

Florette K. Treurnicht

O

Orienka Hellferscee

A

Anne von Gottberg

N

Nicole Wolter

A

Amelia Buys

L

Lorens Maake

N

Neil A. Martinson

K

Kathleen Kahn

L

Limakatso Lebina

K

Katlego Motlhaoleng

F

Floidy Wafawanaka

F

Francesc Xavier Gómez-Olivé

S

Stefano Tempia

B

Bryan Grenfell

C

Cécile Viboud

K

Kaiyuan Sun

C

Cheryl Cohen