Systems-Level Analysis of HPAI H5N1 Infection in Ducks: Integrating Transcriptomic, Proteomic, and Phosphoproteomic Data

Ducks, once considered mere reservoirs, now serve as both victims and amplifiers of persistent highly pathogenic avian influenza (HPAI) virus cycles in wild populations. The molecular pathogenesis of HPAI is shaped by complex, dysregulated molecular networks, necessitating a systems biology approach that integrates computational modeling of host-pathogen interactions. Despite recent advances, a comprehensive understanding of the signaling pathways, molecular mechanisms, and hub genes driving HPAI H5N1 pathogenesis in avian hosts remains incomplete. This study addresses this gap by employing an integrated multi-omics strategy-combining transcriptomic, proteomic, and phosphoproteomic analyses-to map the signaling networks and key host factors involved in HPAI H5N1 infection in duck lung tissue. Our network analysis revealed activation of RIG-I-like receptor, toll-like receptor, NOD-like receptor, NF-κB, and JAK/STAT signaling pathways. Phosphoproteomic profiling independently confirmed the activation of these pathways, supporting the integrated network findings. Key regulatory hub genes identified include <i>STAT1</i>, <i>DDX58 (RIG-I)</i>, <i>MYD88</i>, <i>NFKBIA</i>, <i>NFKB1</i>, <i>IRF7</i>, <i>SOCS3</i>, <i>ACTB</i>, <i>TLR4</i>, <i>TLR7</i>, <i>IL-6</i>, <i>CASP1</i>, <i>and CASP8</i>, which form a central hub in duck antiviral immunity. Some of these genes may represent promising targets for therapeutic or vaccine development against avian influenza. Collectively, this work delineates the critical signaling pathways and hub genes underlying HPAI H5N1 pathogenesis in ducks through comprehensive multi-omics integration.

Authors

Institutions

Publication Details

Journal
International Journal of Molecular Sciences
Published
2026-03-23
DOI
https://doi.org/10.3390/ijms27062884
Primary Topic
interferon and immune responses
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Systems-Level Analysis of HPAI H5N1 Infection in Ducks: Integrating Transcriptomic, Proteomic, and Phosphoproteomic Data

Ashwin Ashok Raut, K. Rajamanickam, P. S. Vijayakumar, Anamika Mishra
International Journal of Molecular Sciences
interferon and immune responses
article

Systems-Level Analysis of HPAI H5N1 Infection in Ducks: Integrating Transcriptomic, Proteomic, and Phosphoproteomic Data

Ashwin Ashok Raut, K. Rajamanickam, P. S. Vijayakumar, Anamika Mishra
article en

Abstract

Ducks, once considered mere reservoirs, now serve as both victims and amplifiers of persistent highly pathogenic avian influenza (HPAI) virus cycles in wild populations. The molecular pathogenesis of HPAI is shaped by complex, dysregulated molecular networks, necessitating a systems biology approach that integrates computational modeling of host-pathogen interactions. Despite recent advances, a comprehensive understanding of the signaling pathways, molecular mechanisms, and hub genes driving HPAI H5N1 pathogenesis in avian hosts remains incomplete. This study addresses this gap by employing an integrated multi-omics strategy-combining transcriptomic, proteomic, and phosphoproteomic analyses-to map the signaling networks and key host factors involved in HPAI H5N1 infection in duck lung tissue. Our network analysis revealed activation of RIG-I-like receptor, toll-like receptor, NOD-like receptor, NF-κB, and JAK/STAT signaling pathways. Phosphoproteomic profiling independently confirmed the activation of these pathways, supporting the integrated network findings. Key regulatory hub genes identified include <i>STAT1</i>, <i>DDX58 (RIG-I)</i>, <i>MYD88</i>, <i>NFKBIA</i>, <i>NFKB1</i>, <i>IRF7</i>, <i>SOCS3</i>, <i>ACTB</i>, <i>TLR4</i>, <i>TLR7</i>, <i>IL-6</i>, <i>CASP1</i>, <i>and CASP8</i>, which form a central hub in duck antiviral immunity. Some of these genes may represent promising targets for therapeutic or vaccine development against avian influenza. Collectively, this work delineates the critical signaling pathways and hub genes underlying HPAI H5N1 pathogenesis in ducks through comprehensive multi-omics integration.

International Journal of Molecular SciencesVol. 27(6)
National Institute of High Security Animal Diseases (IN), Tamil Nadu Veterinary and Animal Sciences University (IN)
Good health and well-being
Openalex Percentile: Top 12%
interferon and immune responses
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.