TY - JOUR
T1 - Host Plasma Microenvironment in Immunometabolically Impaired HIV Infection Leads to Dysregulated Monocyte Function and Synaptic Transmission Ex Vivo
AU - Mikaeloff, Flora
AU - Gelpi, Marco
AU - Escós, Alejandra
AU - Wang, Tianqi
AU - Gupta, Soham
AU - Olofsson, Anna
AU - Akusjärvi, Sara Svensson
AU - Schuster, Sabrina
AU - Naval, Prajakta
AU - Sood, Vikas
AU - Nikouyan, Negin
AU - Knudsen, Andreas D
AU - Vestad, Beate
AU - Høgh, Julie
AU - Hov, Johannes R
AU - Benfield, Thomas
AU - Trøseid, Marius
AU - Pawar, Vinay
AU - Rucevic, Marijana
AU - Benfeitas, Rui
AU - Végvári, Ákos
AU - O'Mahony, Liam
AU - Savai, Rajkumar
AU - Björkström, Niklas K
AU - Lourda, Magda
AU - de Magalhães, João Pedro
AU - Weiss, Siegfried
AU - Mardinoglu, Adil
AU - Varshney, Mukesh Kumar
AU - Karlsson, Annika C
AU - Syed, Yasir Ahmed
AU - Nielsen, Susanne D
AU - Neogi, Ujjwal
N1 - © 2025 The Author(s). Advanced Science published by Wiley‐VCH GmbH.
PY - 2025/4
Y1 - 2025/4
N2 - Risk stratification using multi-omics data deepens understanding of immunometabolism in successfully treated people with HIV (PWH) is inadequately explained. A personalized medicine approach integrating blood cell transcriptomics, plasma proteomics, and metabolomics is employed to identify the mechanisms of immunometabolic complications in prolonged treated PWH from the COCOMO cohort. Among the PWHs, 44% of PWH are at risk of experiencing immunometabolic complications identified using the network-based patient stratification method. Utilizing advanced machine learning techniques and a Bayesian classifier, five plasma protein biomarkers; Tubulin Folding Cofactor B (TBCB), Gamma-Glutamylcyclotransferase (GGCT), Taxilin Alpha (TXLNA), Pyridoxal Phosphate Binding Protein (PLPBP) and Large Tumor Suppressor Kinase 1 (LATS1) are identified as highly differentially abundant between healthy control (HC)-like and immunometabolically at-risk PWHs (all FDR<10-10). The personalized metabolic models predict metabolic perturbations, revealing disruptions in central carbon metabolic fluxes and host tryptophan metabolism in at-risk phenotype. Functional assays in primary cells and cortical forebrain organoids (FBOs) further validate this. Metabolic perturbations lead to persistent monocyte activation, thereby impairing their functions ex vivo. Furthermore, the chronic inflammatory plasma microenvironment contributes to synaptic dysregulation in FBOs. The endogenous plasma inflammatory microenvironment is responsible for chronic inflammation in treated immunometabolically complicated at-risk PWH who have a higher risk of cardiovascular and neuropsychiatric disorders.
AB - Risk stratification using multi-omics data deepens understanding of immunometabolism in successfully treated people with HIV (PWH) is inadequately explained. A personalized medicine approach integrating blood cell transcriptomics, plasma proteomics, and metabolomics is employed to identify the mechanisms of immunometabolic complications in prolonged treated PWH from the COCOMO cohort. Among the PWHs, 44% of PWH are at risk of experiencing immunometabolic complications identified using the network-based patient stratification method. Utilizing advanced machine learning techniques and a Bayesian classifier, five plasma protein biomarkers; Tubulin Folding Cofactor B (TBCB), Gamma-Glutamylcyclotransferase (GGCT), Taxilin Alpha (TXLNA), Pyridoxal Phosphate Binding Protein (PLPBP) and Large Tumor Suppressor Kinase 1 (LATS1) are identified as highly differentially abundant between healthy control (HC)-like and immunometabolically at-risk PWHs (all FDR<10-10). The personalized metabolic models predict metabolic perturbations, revealing disruptions in central carbon metabolic fluxes and host tryptophan metabolism in at-risk phenotype. Functional assays in primary cells and cortical forebrain organoids (FBOs) further validate this. Metabolic perturbations lead to persistent monocyte activation, thereby impairing their functions ex vivo. Furthermore, the chronic inflammatory plasma microenvironment contributes to synaptic dysregulation in FBOs. The endogenous plasma inflammatory microenvironment is responsible for chronic inflammation in treated immunometabolically complicated at-risk PWH who have a higher risk of cardiovascular and neuropsychiatric disorders.
KW - Adult
KW - Biomarkers/blood
KW - Female
KW - HIV Infections/immunology
KW - Humans
KW - Male
KW - Metabolomics/methods
KW - Middle Aged
KW - Monocytes/metabolism
KW - Synaptic Transmission/physiology
KW - HIV/AIDS
KW - patient stratification
KW - personalized metabolic models
KW - Integrative omics
UR - http://www.scopus.com/inward/record.url?scp=85219636806&partnerID=8YFLogxK
U2 - 10.1002/advs.202416453
DO - 10.1002/advs.202416453
M3 - Journal article
C2 - 40013867
SN - 2198-3844
VL - 12
JO - Advanced science (Weinheim, Baden-Wurttemberg, Germany)
JF - Advanced science (Weinheim, Baden-Wurttemberg, Germany)
IS - 16
M1 - e2416453
ER -