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...
Autores principales: | , , , , , , |
---|---|
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 |