Long non-coding RNA prompts immune-related adverse events risk and immunotherapy response in pan-cancer

Immune checkpoint inhibitors (ICIs) improve cancer outcomes but can cause immune-related adverse events (irAEs) that compromise treatment. Using FAERS real-world data, we developed a two-layer network algorithm to identify irAE-associated lncRNAs (irAEsLncs) across 18 cancer types. The irAEsLnc network showed organ-specific patterns and cancer-specific irAE susceptibility, while irAEsLncs were associated with immune infiltration, inflammatory responses, immune activation, and checkpoint molecules. Single-cell analysis of ICI-induced colitis linked irAEsLncs to inflammatory macrophage and T cell states and metabolic reprogramming. irAEsLnc-derived signatures independently predicted prognosis and responses to targeted therapy and immunotherapy, with ALAL-1/CD80/MEF2C predicting ICI efficacy in lung adenocarcinoma. Knockdown of ALAL-1 and SEC61G-DT suppressed tumor cell proliferation, migration, invasion, and macrophage-mediated inflammation. These findings connect irAE-associated lncRNAs with toxicity and antitumor immunity and support their potential as biomarkers for treatment stratification.

Authors

Institutions

Publication Details

Journal
iScience
Published
2026-10-28
DOI
https://doi.org/10.1016/j.isci.2026.118063
Primary Topic
Cancer Immunotherapy and Biomarkers
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Long non-coding RNA prompts immune-related adverse events risk and immunotherapy response in pan-cancer

Shangwei Ning, Yue Gao, Hui Zhi, Yanbin Zhao et al.
2 links
iScience
Cancer Immunotherapy and Biomarkers
article

Long non-coding RNA prompts immune-related adverse events risk and immunotherapy response in pan-cancer

Shangwei Ning, Yue Gao, Hui Zhi, Yanbin Zhao, Changfan Qu, Lei Song, Miaomiao Tian, Xinyu Wang, Song Xiao, Longlong Dong, Peng Wang, Lei Zhang
article en

Abstract

Immune checkpoint inhibitors (ICIs) improve cancer outcomes but can cause immune-related adverse events (irAEs) that compromise treatment. Using FAERS real-world data, we developed a two-layer network algorithm to identify irAE-associated lncRNAs (irAEsLncs) across 18 cancer types. The irAEsLnc network showed organ-specific patterns and cancer-specific irAE susceptibility, while irAEsLncs were associated with immune infiltration, inflammatory responses, immune activation, and checkpoint molecules. Single-cell analysis of ICI-induced colitis linked irAEsLncs to inflammatory macrophage and T cell states and metabolic reprogramming. irAEsLnc-derived signatures independently predicted prognosis and responses to targeted therapy and immunotherapy, with ALAL-1/CD80/MEF2C predicting ICI efficacy in lung adenocarcinoma. Knockdown of ALAL-1 and SEC61G-DT suppressed tumor cell proliferation, migration, invasion, and macrophage-mediated inflammation. These findings connect irAE-associated lncRNAs with toxicity and antitumor immunity and support their potential as biomarkers for treatment stratification.

iScienceVol. 29(11)
Harbin Medical University (CN), Third Affiliated Hospital of Harbin Medical University (CN), First Affiliated Hospital of Harbin Medical University (CN)
Good health and well-being
Openalex Percentile: Top 16%
Cancer Immunotherapy and Biomarkers
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.

Laika access coming soon
Long non-coding RNA prompts immune-related adverse events risk and immunotherapy response in pan-cancer — Shangwei Ning, Yue Gao, et al. · iScience (2026) | TGRS Research Map | TGRS