Cargando…
Predicting early extrahepatic recurrence after local treatment of colorectal liver metastases
BACKGROUND: Patients who develop early extrahepatic recurrence (EHR) may not benefit from local treatment of colorectal liver metastases (CRLMs). This study aimed to develop a prediction model for early EHR after local treatment of CRLMs using a national data set. METHODS: A Cox regression predictio...
Autores principales: | , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10364507/ https://www.ncbi.nlm.nih.gov/pubmed/36655278 http://dx.doi.org/10.1093/bjs/znac461 |
_version_ | 1785076858264485888 |
---|---|
author | Wensink, G E Bolhuis, Karen Elferink, Marloes A G Fijneman, Remond J A Kranenburg, Onno Borel Rinkes, Inne H M Koopman, Miriam Swijnenburg, Rutger-Jan Vink, Geraldine R Hagendoorn, Jeroen Punt, Cornelis J A Roodhart, Jeanine M L Elias, Sjoerd G |
author_facet | Wensink, G E Bolhuis, Karen Elferink, Marloes A G Fijneman, Remond J A Kranenburg, Onno Borel Rinkes, Inne H M Koopman, Miriam Swijnenburg, Rutger-Jan Vink, Geraldine R Hagendoorn, Jeroen Punt, Cornelis J A Roodhart, Jeanine M L Elias, Sjoerd G |
author_sort | Wensink, G E |
collection | PubMed |
description | BACKGROUND: Patients who develop early extrahepatic recurrence (EHR) may not benefit from local treatment of colorectal liver metastases (CRLMs). This study aimed to develop a prediction model for early EHR after local treatment of CRLMs using a national data set. METHODS: A Cox regression prediction model for EHR was developed and validated internally using data on patients who had local treatment for CRLMs with curative intent. Performance assessment included calibration, discrimination, net benefit, and generalizability by internal–external cross-validation. The prognostic relevance of early EHR (within 6 months) was evaluated by landmark analysis. RESULTS: During a median follow-up of 35 months, 557 of the 1077 patients had EHR and 249 died. Median overall survival was 19.5 (95 per cent c.i. 15.6 to 23.0) months in patients with early EHR after CRLM treatment, compared with not reached (45.3 months to not reached) in patients without an early EHR. The EHR prediction model included side and stage of the primary tumour, RAS/BRAF(V600E) mutational status, and number and size of CRLMs. The range of 6-month EHR predictions was 5.9–56.0 (i.q.r. 12.9–22.0) per cent. The model demonstrated good calibration and discrimination. The C-index through 6 and 12 months was 0.663 (95 per cent c.i. 0.624 to 0.702) and 0.661 (0.632 to 0.689) respectively. The observed 6-month EHR risk was 6.5 per cent for patients in the lowest quartile of predicted risk compared with 32.0 per cent in the highest quartile. CONCLUSION: Early EHR after local treatment of CRLMs can be predicted. |
format | Online Article Text |
id | pubmed-10364507 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-103645072023-07-31 Predicting early extrahepatic recurrence after local treatment of colorectal liver metastases Wensink, G E Bolhuis, Karen Elferink, Marloes A G Fijneman, Remond J A Kranenburg, Onno Borel Rinkes, Inne H M Koopman, Miriam Swijnenburg, Rutger-Jan Vink, Geraldine R Hagendoorn, Jeroen Punt, Cornelis J A Roodhart, Jeanine M L Elias, Sjoerd G Br J Surg Original Article BACKGROUND: Patients who develop early extrahepatic recurrence (EHR) may not benefit from local treatment of colorectal liver metastases (CRLMs). This study aimed to develop a prediction model for early EHR after local treatment of CRLMs using a national data set. METHODS: A Cox regression prediction model for EHR was developed and validated internally using data on patients who had local treatment for CRLMs with curative intent. Performance assessment included calibration, discrimination, net benefit, and generalizability by internal–external cross-validation. The prognostic relevance of early EHR (within 6 months) was evaluated by landmark analysis. RESULTS: During a median follow-up of 35 months, 557 of the 1077 patients had EHR and 249 died. Median overall survival was 19.5 (95 per cent c.i. 15.6 to 23.0) months in patients with early EHR after CRLM treatment, compared with not reached (45.3 months to not reached) in patients without an early EHR. The EHR prediction model included side and stage of the primary tumour, RAS/BRAF(V600E) mutational status, and number and size of CRLMs. The range of 6-month EHR predictions was 5.9–56.0 (i.q.r. 12.9–22.0) per cent. The model demonstrated good calibration and discrimination. The C-index through 6 and 12 months was 0.663 (95 per cent c.i. 0.624 to 0.702) and 0.661 (0.632 to 0.689) respectively. The observed 6-month EHR risk was 6.5 per cent for patients in the lowest quartile of predicted risk compared with 32.0 per cent in the highest quartile. CONCLUSION: Early EHR after local treatment of CRLMs can be predicted. Oxford University Press 2023-01-19 /pmc/articles/PMC10364507/ /pubmed/36655278 http://dx.doi.org/10.1093/bjs/znac461 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of BJS Society Ltd. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Wensink, G E Bolhuis, Karen Elferink, Marloes A G Fijneman, Remond J A Kranenburg, Onno Borel Rinkes, Inne H M Koopman, Miriam Swijnenburg, Rutger-Jan Vink, Geraldine R Hagendoorn, Jeroen Punt, Cornelis J A Roodhart, Jeanine M L Elias, Sjoerd G Predicting early extrahepatic recurrence after local treatment of colorectal liver metastases |
title | Predicting early extrahepatic recurrence after local treatment of colorectal liver metastases |
title_full | Predicting early extrahepatic recurrence after local treatment of colorectal liver metastases |
title_fullStr | Predicting early extrahepatic recurrence after local treatment of colorectal liver metastases |
title_full_unstemmed | Predicting early extrahepatic recurrence after local treatment of colorectal liver metastases |
title_short | Predicting early extrahepatic recurrence after local treatment of colorectal liver metastases |
title_sort | predicting early extrahepatic recurrence after local treatment of colorectal liver metastases |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10364507/ https://www.ncbi.nlm.nih.gov/pubmed/36655278 http://dx.doi.org/10.1093/bjs/znac461 |
work_keys_str_mv | AT wensinkge predictingearlyextrahepaticrecurrenceafterlocaltreatmentofcolorectallivermetastases AT bolhuiskaren predictingearlyextrahepaticrecurrenceafterlocaltreatmentofcolorectallivermetastases AT elferinkmarloesag predictingearlyextrahepaticrecurrenceafterlocaltreatmentofcolorectallivermetastases AT fijnemanremondja predictingearlyextrahepaticrecurrenceafterlocaltreatmentofcolorectallivermetastases AT kranenburgonno predictingearlyextrahepaticrecurrenceafterlocaltreatmentofcolorectallivermetastases AT borelrinkesinnehm predictingearlyextrahepaticrecurrenceafterlocaltreatmentofcolorectallivermetastases AT koopmanmiriam predictingearlyextrahepaticrecurrenceafterlocaltreatmentofcolorectallivermetastases AT swijnenburgrutgerjan predictingearlyextrahepaticrecurrenceafterlocaltreatmentofcolorectallivermetastases AT vinkgeraldiner predictingearlyextrahepaticrecurrenceafterlocaltreatmentofcolorectallivermetastases AT hagendoornjeroen predictingearlyextrahepaticrecurrenceafterlocaltreatmentofcolorectallivermetastases AT puntcornelisja predictingearlyextrahepaticrecurrenceafterlocaltreatmentofcolorectallivermetastases AT roodhartjeanineml predictingearlyextrahepaticrecurrenceafterlocaltreatmentofcolorectallivermetastases AT eliassjoerdg predictingearlyextrahepaticrecurrenceafterlocaltreatmentofcolorectallivermetastases |