Evidence map›Paper›PMID 40469173›Full record

ArticleFrontiers in oncology2025

Risk and prognostic factors of survival for patients with pancreatic ductal adenocarcinoma metastasis to lung: a cohort study.

Yi Chen, Xingyu Liu, Jun Yu, Jianshui Li, Jingdong Li, Pengsheng Yi, Bin Wu, Guangnian Zhang, Dawei Deng, Yong Li and 3 more

Abstract read
In one paragraph

Article in Frontiers in oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Yi ChenDepartment of Hepatobiliary and Pancreatic Surgery, The Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Xingyu LiuDepartment of Hepatobiliary and Pancreatic Surgery, The Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Jun YuDepartment of Hepatobiliary and Pancreatic Surgery, The Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Jianshui LiDepartment of Hepatobiliary and Pancreatic Surgery, The Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Jingdong LiDepartment of Hepatobiliary and Pancreatic Surgery, The Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Pengsheng YiDepartment of Hepatobiliary and Pancreatic Surgery, The Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Bin WuDepartment of Hepatobiliary and Pancreatic Surgery, The Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Guangnian ZhangDepartment of Hepatobiliary and Pancreatic Surgery, The Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Dawei DengDepartment of Hepatobiliary and Pancreatic Surgery, The Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Yong LiDepartment of Hepatobiliary and Pancreatic Surgery, The Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Shu YanDepartment of Hepatobiliary and Pancreatic Surgery, The Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Lin MaDepartment of Hepatobiliary and Pancreatic Surgery, The Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Chuan LanDepartment of Hepatobiliary and Pancreatic Surgery, The Affiliated Hospital of North Sichuan Medical College, Nanchong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Currently, there is no validated model for predicting the occurrence and prognosis of lung metastases (LM) in patients with pancreatic ductal adenocarcinoma (PDAC). We aimed to construct a nomogram for risk prediction and a prognostic model to guide clinical practice. Methods: In total, 10,813 patients were enrolled from the Surveillance, Epidemiology, and End Results (SEER) database between 2010 and 2015 and divided into training and internal validation cohorts at a ratio of 7:3. Following nomogram construction, data of patients diagnosed with PDAC were retrospectively collected for external validation. Results: Using multivariate logistic regression analysis, larger tumour size, primary tumour site in the body or tail of the pancreas, bone metastasis, and liver metastasis were associated with LM. Furthermore, through multivariate Cox analysis, we found that LM was associated with a poor prognosis in patients with PDAC. Patients who underwent surgery or chemotherapy had better prognoses. Conclusion: The two nomograms showed excellent performance in the training and internal validation cohorts and a favourable performance in the external validation. The prognostic nomogram divided the patients into high- and low-risk groups based on mortality. The LM risk and prognostic prediction model in PDAC showed high accuracy and reliable clinical application.

Indexed as

logistic regressionlung metastasisnomogrampancreatic ductal adenocarcinomapredictorsSurveillance Epidemiology and End Results (SEER) database

Identifiers

PMID40469173
PMCPMC12133470

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