Evidence map›Paper›PMID 41473045›Full record

ArticleJTCVS open2025

Decoding intertumoral heterogeneity in multifocal ground-glass nodule lung cancers: Clonal evolutionary insight for precision management.

Chu-Long Xie, Xiao-Yang Hua, Qi Zhao, Ji-Bin Li, Zi-Hui Tan, Peng Li, Jie-Tian Jin, Lin Gao, Zai-Xian Tai, Jing-Sheng Cai and 2 more

Abstract read
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Article in JTCVS open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

12 authors.

Chu-Long XieDepartment of Thoracic Surgery, Sun Yat-sen University Cancer Center, Guangzhou, PR China.
Xiao-Yang HuaDepartment of Thoracic Surgery, Sun Yat-sen University Cancer Center, Guangzhou, PR China.
Qi ZhaoState Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, PR China.
Ji-Bin LiState Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, PR China.
Zi-Hui TanDepartment of Thoracic Surgery, Sun Yat-sen University Cancer Center, Guangzhou, PR China.
Peng LiState Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, PR China.
Jie-Tian JinState Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, PR China.
Lin GaoGeneplus-Shenzhen Genomics Institute, Shenzhen, PR China.
Zai-Xian TaiGeneplus-Shenzhen Genomics Institute, Shenzhen, PR China.
Jing-Sheng CaiDepartment of Thoracic Surgery, Thoracic Oncology Institute, Peking University People's Hospital, Beijing, PR China.
Xue HouState Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, PR China.
Hao-Xian YangDepartment of Thoracic Surgery, Sun Yat-sen University Cancer Center, Guangzhou, PR China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: The management of multifocal ground-glass nodule (GGN) lung cancers remains hindered by insufficient knowledge of intertumoral heterogeneity, which complicates accurate diagnosis and effective treatment strategies. This study aims to characterize intertumoral heterogeneity of multifocal GGN lung cancers and to inform an evidence-based framework for diagnostic and therapeutic decision-making. Methods: We performed multiregion whole-exome sequencing (WES) on 60 surgically resected lung GGNs and their matched normal tissues. Clonal evolution analysis (CEA), focusing on subclonal expansion, was compared with comprehensive histologic assessment (CHA) to evaluate clonal relationships among multifocal lung GGNs. Longitudinal follow-up was conducted to validate the findings' robustness. Results: A total of 43 tumor pairs were included in the analysis. CEA classified 41 pairs (95.3%) as independent primary tumors (IPTs) and 2 pairs (4.7%) as intrapulmonary metastases (IMs). CHA initially identified 37 pairs (86.0%) as IPTs and 6 pairs (14.0%) as IMs. However, CEA reclassified 4 of the 6 CHA-identified IM pairs (66.7%) as IPTs, demonstrating superior diagnostic accuracy. Over a median follow-up of 57.5 months, 1 patient with IMs experienced recurrence and progression, whereas no such events occurred in patients with IPTs. Conclusions: CEA reveals noteworthy intertumoral heterogeneity in multifocal GGN lung cancers, highlighting the added diagnostic value of genetic profiling. Although most cases represent independent primaries, a subset aligns with metastatic processes, underscoring the need for vigilant assessment. These findings support a precision framework that integrates molecular data to optimize surveillance and therapeutic strategies, contributing to addressing the intertumoral heterogeneity challenges outlined in current management paradigms.

Indexed as

clonal evolution analysisintertumoral heterogeneitymultifocal ground-glass nodule lung cancers

Identifiers

PMID41473045
PMCPMC12745104

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.