ArticleInternational journal of colorectal disease2019
Pulmonary metastasis in newly diagnosed colon-rectal cancer: a population-based nomogram study.
Article in International journal of colorectal disease, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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Who cites it
21 citing papers in PubMed, 36 citations in OpenAlex.
- Development and validation of prediction models for the prognosis of colon cancer with lung metastases: a population-based cohort study.Frontiers in endocrinology · 2023Trial
- Development and validation of a prognostic scoring system for patients with colorectal cancer hepato-pulmonary metastasis: a retrospective study.BMC cancer · 2022Trial
- Risk factors for exclusive lung metastasis in colorectal cancer: a comprehensive narrative review.Journal of gastrointestinal oncology · 2026Review
- Development and internal validation of a prognostic nomogram for lung metastasis in locally advanced rectal cancer incorporating molecular markers.Translational cancer research · 2026Article
- Development and validation of machine learning models for predicting synchronous lung metastasis in United States colorectal cancer patients: a SEER database analysis.Translational cancer research · 2026Article
- Nomogram Development for Predicting Synchronous Lung Metastasis in Patients with T1 Colorectal Cancer: An SEER-Based Analysis.Medicina (Kaunas, Lithuania) · 2026Article
- Explainable machine learning for predicting lung metastasis of colorectal cancer.Scientific reports · 2025Article
- Complete blood counts as potential risk factors of early dissemination to liver and lungs in resected colorectal cancer: a retrospective cohort study.International journal of colorectal disease · 2025Article
- Gangrene Secondary to Perineal Invasion by Rectal Cancer: A Case Report and Literature Review.Cureus · 2024Article
- Nomograms for predicting overall survival in colorectal cancer patients with metastasis to the liver, lung, bone, and brain.Cancer causes & control : CCC · 2023Article
- Crosstalk between PI3K/Akt and Wnt/β-catenin pathways promote colorectal cancer progression regardless of mutational status.Cancer biology & therapy · 2022Article
- Survival and prognostic factors of isolated pulmonary metastases originating from colorectal cancer: An 8-year single-center experience.Annals of medicine and surgery (2012) · 2022Article
- Homogeneous and heterogeneous risk and prognostic factors for lung metastasis in colorectal cancer patients.BMC gastroenterology · 2022Article
- PI3K/Akt/YAP signaling promotes migration and invasion of DLD-1 colorectal cancer cells.Oncology letters · 2022Article
- Nomogram for predicting occurrence and prognosis of liver metastasis in colorectal cancer: a population-based study.International journal of colorectal disease · 2021Article
- Nomogram based on homogeneous and heterogeneous associated factors for predicting distant metastases in patients with colorectal cancer.World journal of surgical oncology · 2021Article
- Systematic Pan-Cancer Population-Based Analysis Reveals the Incidence and Prognosis of Lung Metastases at Diagnosis.Journal of oncology · 2021Article
- Prognostic Nomogram for Liver Metastatic Colon Cancer Based on Histological Type, Tumor Differentiation, and Tumor Deposit: A TRIPOD Compliant Large-Scale Survival Study.Frontiers in oncology · 2021Article
- Colorectal cancer (CRC) as a multifactorial disease and its causal correlations with multiple signaling pathways.Bioscience reports · 2020Review
- Predictive Risk Factors and Online Nomograms for Synchronous Colon Cancer With Liver Metastasis.Frontiers in oncology · 2020Article
Corrections and comments
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Authors and funding
10 authors at 4 institutions in 1 country.
Funding
Abstract
backgroundColorectal cancer (CRC) has a high worldwide incidence with a tendency to metastasize to the lungs. We aimed to identify clinical factors related to lung metastasis (LM) and analyze the prognosis of patients after LM.
methodsMultivariate logistic regression analysis was used to identify risk factors for LM from CRC. Univariate and multivariate Cox proportional hazard models were performed to identify potentially important prognostic factors for patients with LM.
resultsAge (p = 0.010), tumor size (p < 0.001), T stage (p < 0.001), N stage (p < 0.001), race (p < 0.001), tumor site (p < 0.001), liver metastasis (p < 0.001), brain metastasis (p < 0.001), bone metastasis (p < 0.001), serum levels of carcinoembryonic antigen (CEA) (p < 0.001), and circumferential resection margin (CRM) (p < 0.001) were associated with a risk of LM from CRC. All factors (all, p < 0.001) except tumor size (p = 0.095) and race (p = 0.650) were related to the overall survival of patients. Two nomograms were formulated to visually predict lung metastasis risk and 1-, 3-, and 5- year overall survivals for patients with LM. The concordance indices were 0.754 and 0.749, respectively.
conclusionsAge, tumor size, histological grade, serum levels of CEA, tumor site, surgery modalities of CRC, CRM, number of positive lymph nodes, and chemotherapy were independent risk factors for LM from CRC. The nomograms we developed can be effectively used to forecast the risk of LM and predict the survival for LM from CRC.
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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.