Evidence map›Paper›PMID 41081148›Full record

ArticleQuantitative imaging in medicine and surgery2025

Nomogram based on preoperative contrast-enhanced CT predicts early liver metastasis in pancreatic ductal adenocarcinoma.

Anle Duan, Xin Liu, Jianfang Zhao, Yan Guo, Huan Zhou, Yunxia Wang, Ruixuan Li, Wei Kang

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Article in Quantitative imaging in medicine and surgery, 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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8 authors.

Anle DuanDepartment of Gastroenterology, The Third People's Hospital of Gansu Province, Lanzhou, China.
Xin LiuDepartment of Gastroenterology, The Third People's Hospital of Gansu Province, Lanzhou, China.
Jianfang ZhaoDepartment of Gastroenterology, The Third People's Hospital of Gansu Province, Lanzhou, China.
Yan GuoDepartment of Gastroenterology, The Third People's Hospital of Gansu Province, Lanzhou, China.
Huan ZhouDepartment of Gastroenterology, The Third People's Hospital of Gansu Province, Lanzhou, China.
Yunxia WangDepartment of Gastroenterology, The Third People's Hospital of Gansu Province, Lanzhou, China.
Ruixuan LiDepartment of Gastroenterology, The Third People's Hospital of Gansu Province, Lanzhou, China.
Wei KangDepartment of Neurosurgery, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Early liver metastasis (LM) of pancreatic ductal adenocarcinoma (PDAC) is a critical factor affecting curative resection and poor prognosis. However, contrast-enhanced computed tomography (CECT) demonstrates limited sensitivity in detecting early-stage LM from PDAC. We aimed to construct a nomogram from conventional CECT features and preoperative tumor markers for early prediction of LM from PDAC. Methods: The preoperative tumor markers and CECT images of 184 patients with pathologically confirmed PDAC (from January 2015 to November 2021) were retrospectively analyzed. We compared patients with early and non-early LM from PDAC in terms of CECT features and tumor markers. Finally, multivariate analysis was performed to identify independent risk factors for early LM from PDAC. Results: Preoperative carcinoembryonic antigen, carbohydrate antigen 125 (CA125), minimum distance between the tumor and superior mesenteric artery or splenic artery (TA distance), minimum distance between the tumor and superior mesenteric vein, portal vein, or splenic vein (TV distance), maximum hug angle between the tumor and superior mesenteric artery or splenic artery (TA angle), maximum hug angle between the tumor and superior mesenteric vein, portal vein, or splenic vein (TV angle), tumor longitudinal diameter, and peritumoral fat fuzzy (PFS) differed significantly between PDAC patients with early and non-early LM. Multivariate analysis revealed that TV distance [odds ratio (OR): 0.714, 95% confidence interval (CI): 0.514-0.948, P=0.028], TV angle >180° (OR: 6.718, 95% CI: 1.481-35.822, P=0.017), and PFS (OR: 5.893, 95% CI: 1.322-31.349, P=0.025) were independent risk factors for early LM from PDAC. The area under the curve (AUC) value, sensitivity, and specificity of the nomogram model constructed based on univariate analysis of the training and validation cohorts were 0.944 (95% CI: 0.892-0.995), 95.0%, and 88.6%, and 0.921 (95% CI: 0.8577-0.985), 94.1%, and 80.0%, respectively. Conclusions: A nomogram constructed based on preoperative conventional CECT features could predict early LM from PDAC, thereby assisting clinical decision-making regarding treatment.

Indexed as

contrast-enhanced computed tomography (CECT)liver metastases (LMs)nomogramPancreatic ductal adenocarcinoma (PDAC)

Identifiers

PMID41081148
PMCPMC12514649

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