Evidence map›Paper›PMID 42582754›Full record

ArticleTranslational lung cancer research2026

CT-derived abdominal organ volumetrics for predicting recurrence-free and disease-free survival in resected non-small cell lung cancer: a multicenter retrospective cohort study.

Huanli Huang, Bingxin Gong, Jie Lou, Dezhi Zhu, Yusheng Guo, Gang Xiang, Shu Peng, Wei Li, Hanxiao Li, Lian Yang

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Article in Translational lung cancer research, 2026. 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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5 · Who and what money

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10 authors.

Huanli Huang *First Clinical College, Hubei University of Chinese Medicine, Wuhan, China.ORCID https://orcid.org/0009-0008-7269-7261
Bingxin Gong *Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Jie Lou *Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Dezhi Zhu *Department of Respiratory Disease, The First Affiliated Hospital of Bengbu Medical University, Bengbu, China.
Yusheng GuoDepartment of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Gang XiangDepartment of Radiology, The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, China.
Shu PengDepartment of Thoracic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Wei LiDepartment of Respiratory Disease, The First Affiliated Hospital of Bengbu Medical University, Bengbu, China.
Hanxiao LiFirst Clinical College, Hubei University of Chinese Medicine, Wuhan, China.
Lian YangDepartment of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.ORCID https://orcid.org/0000-0003-4664-2474

Funding

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6 · The paper itself

Abstract

Background: Postoperative recurrence remains a major challenge after curative-intent resection for non-small cell lung cancer (NSCLC), and conventional clinicopathologic factors do not fully capture recurrence risk heterogeneity. Although computed tomography (CT)-derived body composition biomarkers have been associated with outcomes in NSCLC, the prognostic relevance of abdominal solid-organ volumetrics remains insufficiently characterized. We investigated whether preoperative CT-derived abdominal organ volumes and body surface area (BSA)-normalized organ indices were associated with recurrence-related outcomes in resected NSCLC. Methods: This multicenter retrospective cohort study included 1,762 patients with clinically and pathologically confirmed NSCLC who underwent curative-intent resection at five centers and had preoperative CT within 1 month before surgery. A healthy control cohort of 3,263 individuals was included for baseline organ-volumetric comparison. Clinical and laboratory variables were extracted from preoperative records, with laboratory tests generally obtained within 7 days before surgery. A deep learning-based automated segmentation pipeline quantified the spleen, liver, pancreas, bilateral kidneys, and bilateral adrenal glands, and organ indices were normalized to BSA. Propensity score matching (PSM) was restricted to patient-control organ-volumetric comparisons. Recurrence was ascertained from follow-up clinical and imaging records. Recurrence-free survival (RFS) and disease-free survival (DFS) were evaluated as recurrence-related outcomes. Multivariable Cox models were performed in the full NSCLC cohort and adjusted for age, sex, T stage, pathological types, diabetes, hypertension, smoking, drinking, body mass index (BMI), albumin, neutrophil-to-lymphocyte ratio (NLR), and platelet-to-lymphocyte ratio (PLR). Results: The NSCLC cohort had a median age of 60 years, and 934 patients (53.0%) were women. During median follow-up periods of 39.7 months for RFS and 39.4 months for DFS, 198 RFS events and 219 DFS events occurred. Compared with healthy controls after PSM, patients with NSCLC showed larger spleen, liver, kidney, and adrenal volumes and smaller pancreatic volume. In multivariable Cox analyses, lower pancreatic volume and pancreatic index were independently associated with shorter RFS [hazard ratio (HR) =0.735, P<0.001; HR =0.729, P<0.001, respectively] and DFS (HR =0.791, P=0.002; HR =0.787, P=0.001, respectively). Lower left adrenal gland index (LAGI) was also associated with shorter RFS (HR =0.845, P=0.030) and DFS (HR =0.833, P=0.01). Lower liver volume (LVV) index was associated with RFS only (HR =0.834, P=0.02), whereas lower left adrenal gland volume (LAGV) was associated with DFS only (HR =0.843, P=0.03). Conclusions: Preoperative CT-derived abdominal organ volumetrics, particularly pancreatic and left adrenal gland metrics, were independently associated with recurrence-related outcomes after curative-intent resection of NSCLC. These imaging biomarkers may provide complementary information for postoperative recurrence risk stratification. Further prospective validation is warranted.

Indexed as

automated segmentationdeep learningimaging biomarkerNon-small cell lung cancer (NSCLC)recurrence

Identifiers

PMID42582754
PMCPMC13458572

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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.