Cargando…

Prediction models for brachytherapy-induced rectal toxicity in patients with locally advanced pelvic cancers: a systematic review

PURPOSE: Rectal toxicity remains a major threat to quality of life of patients, who receive brachytherapy to the abdominal pelvic area. Estimating the risk of toxicity development is essential to maximize therapeutic benefit without impairing rectal function. This study aimed to abstract and evaluat...

Descripción completa

Detalles Bibliográficos
Autores principales: Tohidinezhad, Fariba, Willems, Yves, Berbee, Maaike, Limbergen, Evert Van, Verhaegen, Frank, Dekker, Andre, Traverso, Alberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Termedia Publishing House 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9528824/
https://www.ncbi.nlm.nih.gov/pubmed/36199943
http://dx.doi.org/10.5114/jcb.2022.119427
_version_ 1784801370539294720
author Tohidinezhad, Fariba
Willems, Yves
Berbee, Maaike
Limbergen, Evert Van
Verhaegen, Frank
Dekker, Andre
Traverso, Alberto
author_facet Tohidinezhad, Fariba
Willems, Yves
Berbee, Maaike
Limbergen, Evert Van
Verhaegen, Frank
Dekker, Andre
Traverso, Alberto
author_sort Tohidinezhad, Fariba
collection PubMed
description PURPOSE: Rectal toxicity remains a major threat to quality of life of patients, who receive brachytherapy to the abdominal pelvic area. Estimating the risk of toxicity development is essential to maximize therapeutic benefit without impairing rectal function. This study aimed to abstract and evaluate studies, which have developed prediction models for rectal toxicity after brachytherapy (BT) in patients with pelvic cancers. MATERIAL AND METHODS: To identify relevant studies since 1995, MEDLINE database was searched on August 31, 2021, using terms related to “pelvic cancers”, “brachytherapy”, “prediction models”, and “rectal toxicity”. Papers were excluded if model specifications were not reported. Risk of bias was assessed using prediction model risk of bias assessment tool. RESULTS: Thirty models (n = 16 cervical cancer, n = 13 prostate cancer, and n = 1 rectal cancer), including 60 distinct predictors were published. Rectal toxicity varied significantly between studies (median, 25.4% for cervix, and median, 8.8% for prostate cancer). High-, low-, and pulsed-dose-rate BT were applied in 15 (50%), 13 (43%), and 1 (3%) studies, respectively. Most common predictors that retained in final models were age (n = 5, 17%), EBRT (n = 5, 17%), V(100%) rectum (BT) (n = 5, 17%), and dose at rectal point (n = 3, 10%). None of the studies were considered to be at low-risk of bias due to deficiencies in the analysis domain. CONCLUSIONS: Existing models have limited clinical application due to poor quality of methodology. The following key issues should be considered in future studies: 1) Measuring patient-reported outcomes to address underestimation of true frequencies of rectal toxicity events; 2) Giving higher priority to reliable dose-volume parameters; 3) Avoiding overfitting by considering an event per candidate predictor rate ≥ 20; 4) Calculating detailed performance measures.
format Online
Article
Text
id pubmed-9528824
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Termedia Publishing House
record_format MEDLINE/PubMed
spelling pubmed-95288242022-10-04 Prediction models for brachytherapy-induced rectal toxicity in patients with locally advanced pelvic cancers: a systematic review Tohidinezhad, Fariba Willems, Yves Berbee, Maaike Limbergen, Evert Van Verhaegen, Frank Dekker, Andre Traverso, Alberto J Contemp Brachytherapy Review Paper PURPOSE: Rectal toxicity remains a major threat to quality of life of patients, who receive brachytherapy to the abdominal pelvic area. Estimating the risk of toxicity development is essential to maximize therapeutic benefit without impairing rectal function. This study aimed to abstract and evaluate studies, which have developed prediction models for rectal toxicity after brachytherapy (BT) in patients with pelvic cancers. MATERIAL AND METHODS: To identify relevant studies since 1995, MEDLINE database was searched on August 31, 2021, using terms related to “pelvic cancers”, “brachytherapy”, “prediction models”, and “rectal toxicity”. Papers were excluded if model specifications were not reported. Risk of bias was assessed using prediction model risk of bias assessment tool. RESULTS: Thirty models (n = 16 cervical cancer, n = 13 prostate cancer, and n = 1 rectal cancer), including 60 distinct predictors were published. Rectal toxicity varied significantly between studies (median, 25.4% for cervix, and median, 8.8% for prostate cancer). High-, low-, and pulsed-dose-rate BT were applied in 15 (50%), 13 (43%), and 1 (3%) studies, respectively. Most common predictors that retained in final models were age (n = 5, 17%), EBRT (n = 5, 17%), V(100%) rectum (BT) (n = 5, 17%), and dose at rectal point (n = 3, 10%). None of the studies were considered to be at low-risk of bias due to deficiencies in the analysis domain. CONCLUSIONS: Existing models have limited clinical application due to poor quality of methodology. The following key issues should be considered in future studies: 1) Measuring patient-reported outcomes to address underestimation of true frequencies of rectal toxicity events; 2) Giving higher priority to reliable dose-volume parameters; 3) Avoiding overfitting by considering an event per candidate predictor rate ≥ 20; 4) Calculating detailed performance measures. Termedia Publishing House 2022-08-31 2022-08 /pmc/articles/PMC9528824/ /pubmed/36199943 http://dx.doi.org/10.5114/jcb.2022.119427 Text en Copyright © 2022 Termedia https://creativecommons.org/licenses/by-nc-sa/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0). License (http://creativecommons.org/licenses/by-nc-sa/4.0/ (https://creativecommons.org/licenses/by-nc-sa/4.0/) )
spellingShingle Review Paper
Tohidinezhad, Fariba
Willems, Yves
Berbee, Maaike
Limbergen, Evert Van
Verhaegen, Frank
Dekker, Andre
Traverso, Alberto
Prediction models for brachytherapy-induced rectal toxicity in patients with locally advanced pelvic cancers: a systematic review
title Prediction models for brachytherapy-induced rectal toxicity in patients with locally advanced pelvic cancers: a systematic review
title_full Prediction models for brachytherapy-induced rectal toxicity in patients with locally advanced pelvic cancers: a systematic review
title_fullStr Prediction models for brachytherapy-induced rectal toxicity in patients with locally advanced pelvic cancers: a systematic review
title_full_unstemmed Prediction models for brachytherapy-induced rectal toxicity in patients with locally advanced pelvic cancers: a systematic review
title_short Prediction models for brachytherapy-induced rectal toxicity in patients with locally advanced pelvic cancers: a systematic review
title_sort prediction models for brachytherapy-induced rectal toxicity in patients with locally advanced pelvic cancers: a systematic review
topic Review Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9528824/
https://www.ncbi.nlm.nih.gov/pubmed/36199943
http://dx.doi.org/10.5114/jcb.2022.119427
work_keys_str_mv AT tohidinezhadfariba predictionmodelsforbrachytherapyinducedrectaltoxicityinpatientswithlocallyadvancedpelviccancersasystematicreview
AT willemsyves predictionmodelsforbrachytherapyinducedrectaltoxicityinpatientswithlocallyadvancedpelviccancersasystematicreview
AT berbeemaaike predictionmodelsforbrachytherapyinducedrectaltoxicityinpatientswithlocallyadvancedpelviccancersasystematicreview
AT limbergenevertvan predictionmodelsforbrachytherapyinducedrectaltoxicityinpatientswithlocallyadvancedpelviccancersasystematicreview
AT verhaegenfrank predictionmodelsforbrachytherapyinducedrectaltoxicityinpatientswithlocallyadvancedpelviccancersasystematicreview
AT dekkerandre predictionmodelsforbrachytherapyinducedrectaltoxicityinpatientswithlocallyadvancedpelviccancersasystematicreview
AT traversoalberto predictionmodelsforbrachytherapyinducedrectaltoxicityinpatientswithlocallyadvancedpelviccancersasystematicreview