TY - JOUR
T1 - Host RNA Expression Signatures in Young Infants with Urinary Tract Infection
T2 - A Prospective Study
AU - Dungu, Kia Hee Schultz
AU - Carlsen, Emma Louise Malchau
AU - Glenthøj, Jonathan Peter
AU - Schmidt, Lisbeth Samsø
AU - Jørgensen, Inger Merete
AU - Cortes, Dina
AU - Poulsen, Anja
AU - Vissing, Nadja Hawwa
AU - Bagger, Frederik Otzen
AU - Nygaard, Ulrikka
PY - 2024/4/29
Y1 - 2024/4/29
N2 - Early diagnosis of infections in young infants remains a clinical challenge. Young infants are particularly vulnerable to infection, and it is often difficult to clinically distinguish between bacterial and viral infections. Urinary tract infection (UTI) is the most common bacterial infection in young infants, and the incidence of associated bacteremia has decreased in the recent decades. Host RNA expression signatures have shown great promise for distinguishing bacterial from viral infections in young infants. This prospective study included 121 young infants admitted to four pediatric emergency care departments in the capital region of Denmark due to symptoms of infection. We collected whole blood samples and performed differential gene expression analysis. Further, we tested the classification performance of a two-gene host RNA expression signature approaching clinical implementation. Several genes were differentially expressed between young infants with UTI without bacteremia and viral infection. However, limited immunological response was detected in UTI without bacteremia compared to a more pronounced response in viral infection. The performance of the two-gene signature was limited, especially in cases of UTI without bloodstream involvement. Our results indicate a need for further investigation and consideration of UTI in young infants before implementing host RNA expression signatures in clinical practice.
AB - Early diagnosis of infections in young infants remains a clinical challenge. Young infants are particularly vulnerable to infection, and it is often difficult to clinically distinguish between bacterial and viral infections. Urinary tract infection (UTI) is the most common bacterial infection in young infants, and the incidence of associated bacteremia has decreased in the recent decades. Host RNA expression signatures have shown great promise for distinguishing bacterial from viral infections in young infants. This prospective study included 121 young infants admitted to four pediatric emergency care departments in the capital region of Denmark due to symptoms of infection. We collected whole blood samples and performed differential gene expression analysis. Further, we tested the classification performance of a two-gene host RNA expression signature approaching clinical implementation. Several genes were differentially expressed between young infants with UTI without bacteremia and viral infection. However, limited immunological response was detected in UTI without bacteremia compared to a more pronounced response in viral infection. The performance of the two-gene signature was limited, especially in cases of UTI without bloodstream involvement. Our results indicate a need for further investigation and consideration of UTI in young infants before implementing host RNA expression signatures in clinical practice.
KW - Humans
KW - Urinary Tract Infections/genetics
KW - Infant
KW - Prospective Studies
KW - Female
KW - Male
KW - Transcriptome
KW - Infant, Newborn
KW - Gene Expression Profiling/methods
KW - Bacteremia/genetics
KW - RNA/genetics
KW - Virus Diseases/genetics
KW - young infants
KW - host RNA expression signatures
KW - transcriptomics
KW - urinary tract infection
UR - http://www.scopus.com/inward/record.url?scp=85192721175&partnerID=8YFLogxK
U2 - 10.3390/ijms25094857
DO - 10.3390/ijms25094857
M3 - Journal article
C2 - 38732074
SN - 1661-6596
VL - 25
SP - 4857
JO - International Journal of Molecular Sciences
JF - International Journal of Molecular Sciences
IS - 9
M1 - 4857
ER -