Cargando…
A validated survival nomogram for early-onset diffuse gastric cancer
This study aimed to establish and independently validate a prognostic nomogram for individual risk prediction in patients with early-onset diffuse gastric cancer (EODGC). Data for 794 patients with EODGC from the SEER database were randomly assigned to training (N=558) and internal validation (N=236...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7377898/ https://www.ncbi.nlm.nih.gov/pubmed/32639946 http://dx.doi.org/10.18632/aging.103406 |
_version_ | 1783562305982693376 |
---|---|
author | Liao, Fei Guo, Xufeng Lu, Xiaohong Dong, Weiguo |
author_facet | Liao, Fei Guo, Xufeng Lu, Xiaohong Dong, Weiguo |
author_sort | Liao, Fei |
collection | PubMed |
description | This study aimed to establish and independently validate a prognostic nomogram for individual risk prediction in patients with early-onset diffuse gastric cancer (EODGC). Data for 794 patients with EODGC from the SEER database were randomly assigned to training (N=558) and internal validation (N=236) sets, and data for 82 patients from the Renmin Hospital of Wuhan University (RMHWHU) were used as an independent validation cohort. Our LASSO regression analyses of the training set yielded five clinicopathological features (race, AJCC stage, surgery for primary site, chemotherapy and tumor size), which were used to create a survival nomogram. Our survival nomogram achieved better predictive performance than the AJCC staging system, the current standard. Additionally, the calibration curves of the prognostic nomogram revealed good agreement between the predicted survival probabilities and the ground truth values. Indeed, our nomogram, which estimates individualized survival probabilities for patients with EODGC, shows good predictive accuracy and calibration ability for both the SEER and RMHWHU cohorts. These results suggest that a survival nomogram may be better at predicting OS for EODGC patients than the AJCC staging system. |
format | Online Article Text |
id | pubmed-7377898 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Impact Journals |
record_format | MEDLINE/PubMed |
spelling | pubmed-73778982020-07-31 A validated survival nomogram for early-onset diffuse gastric cancer Liao, Fei Guo, Xufeng Lu, Xiaohong Dong, Weiguo Aging (Albany NY) Research Paper This study aimed to establish and independently validate a prognostic nomogram for individual risk prediction in patients with early-onset diffuse gastric cancer (EODGC). Data for 794 patients with EODGC from the SEER database were randomly assigned to training (N=558) and internal validation (N=236) sets, and data for 82 patients from the Renmin Hospital of Wuhan University (RMHWHU) were used as an independent validation cohort. Our LASSO regression analyses of the training set yielded five clinicopathological features (race, AJCC stage, surgery for primary site, chemotherapy and tumor size), which were used to create a survival nomogram. Our survival nomogram achieved better predictive performance than the AJCC staging system, the current standard. Additionally, the calibration curves of the prognostic nomogram revealed good agreement between the predicted survival probabilities and the ground truth values. Indeed, our nomogram, which estimates individualized survival probabilities for patients with EODGC, shows good predictive accuracy and calibration ability for both the SEER and RMHWHU cohorts. These results suggest that a survival nomogram may be better at predicting OS for EODGC patients than the AJCC staging system. Impact Journals 2020-07-08 /pmc/articles/PMC7377898/ /pubmed/32639946 http://dx.doi.org/10.18632/aging.103406 Text en Copyright © 2020 Liao et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Liao, Fei Guo, Xufeng Lu, Xiaohong Dong, Weiguo A validated survival nomogram for early-onset diffuse gastric cancer |
title | A validated survival nomogram for early-onset diffuse gastric cancer |
title_full | A validated survival nomogram for early-onset diffuse gastric cancer |
title_fullStr | A validated survival nomogram for early-onset diffuse gastric cancer |
title_full_unstemmed | A validated survival nomogram for early-onset diffuse gastric cancer |
title_short | A validated survival nomogram for early-onset diffuse gastric cancer |
title_sort | validated survival nomogram for early-onset diffuse gastric cancer |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7377898/ https://www.ncbi.nlm.nih.gov/pubmed/32639946 http://dx.doi.org/10.18632/aging.103406 |
work_keys_str_mv | AT liaofei avalidatedsurvivalnomogramforearlyonsetdiffusegastriccancer AT guoxufeng avalidatedsurvivalnomogramforearlyonsetdiffusegastriccancer AT luxiaohong avalidatedsurvivalnomogramforearlyonsetdiffusegastriccancer AT dongweiguo avalidatedsurvivalnomogramforearlyonsetdiffusegastriccancer AT liaofei validatedsurvivalnomogramforearlyonsetdiffusegastriccancer AT guoxufeng validatedsurvivalnomogramforearlyonsetdiffusegastriccancer AT luxiaohong validatedsurvivalnomogramforearlyonsetdiffusegastriccancer AT dongweiguo validatedsurvivalnomogramforearlyonsetdiffusegastriccancer |