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Faecal occult blood loss accurately predicts future detection of colorectal cancer. A prognostic model
OBJECTIVES: To examine the prognostic potential of repeated faecal haemoglobin (F-Hb) concentration measurements in faecal immunochemical test (FIT)-based screening for colorectal cancer (CRC). DESIGN: Prognostic model. SETTING: Dutch biennial FIT-based screening programme during 2014–2018. PARTICIP...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9763180/ https://www.ncbi.nlm.nih.gov/pubmed/35537811 http://dx.doi.org/10.1136/gutjnl-2022-327188 |
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author | Meester, Reinier G S van de Schootbrugge-Vandermeer, Hilliene J Breekveldt, Emilie C H de Jonge, Lucie Toes-Zoutendijk, Esther Kooyker, Arthur Nieboer, Daan Ramakers, Christian R Spaander, Manon C W van Vuuren, Anneke J Kuipers, Ernst J van Kemenade, Folkert J Nagtegaal, Iris D Dekker, Evelien van Leerdam, Monique E Lansdorp-Vogelaar, Iris |
author_facet | Meester, Reinier G S van de Schootbrugge-Vandermeer, Hilliene J Breekveldt, Emilie C H de Jonge, Lucie Toes-Zoutendijk, Esther Kooyker, Arthur Nieboer, Daan Ramakers, Christian R Spaander, Manon C W van Vuuren, Anneke J Kuipers, Ernst J van Kemenade, Folkert J Nagtegaal, Iris D Dekker, Evelien van Leerdam, Monique E Lansdorp-Vogelaar, Iris |
author_sort | Meester, Reinier G S |
collection | PubMed |
description | OBJECTIVES: To examine the prognostic potential of repeated faecal haemoglobin (F-Hb) concentration measurements in faecal immunochemical test (FIT)-based screening for colorectal cancer (CRC). DESIGN: Prognostic model. SETTING: Dutch biennial FIT-based screening programme during 2014–2018. PARTICIPANTS: 265 881 participants completing three rounds of FIT, with negative test results (F-Hb <47 µg Hb/g faeces) in rounds 1 and 2. INTERVENTIONS: Colonoscopy follow-up in participants with a positive FIT (F-Hb ≥47 µg Hb/g faeces). MAIN OUTCOMES: We evaluated prognostic models for detecting advanced neoplasia (AN) and CRC in round 3, with as predictors, participant age, sex, F-Hb in rounds 1 and 2, and categories/combinations/non-linear transformations of F-Hb. Primary evaluation criteria included: risk prediction accuracy (calibration), discrimination of participants with versus without AN or CRC (optimism-adjusted C-statistics, range 0.5–1.0), the degree of risk stratification and C-statistics in external validation. RESULTS: Among study participants, 8806 (3.3%) had a positive FIT result, 3254 (1.2%) had AN detected and 557 (0.2%) had cancer. F-Hb concentrations in rounds 1 and 2 were the strongest outcome predictors, with adjusted ORs of up to 9.4 (95% CI 7.5 to 11.7) for the highest F-Hb category. Risk predictions matched the observed risk for most participants (calibration intercept −0.008 to −0.099; slope 0.982–0.998), and discriminated participants with versus without AN or CRC with C-statistics of 0.78 (95% CI 0.77 to 0.79) and 0.73 (95% CI 0.71 to 0.75), respectively. The predicted risk ranged from 0.4% to 36.7% for AN and from 0.0% to 5.5% for CRC across participants. In external validation, the model retained similar discrimination accuracy for AN (C-statistic 0.77, 95% CI 0.66 to 0.87) and CRC (C-statistic 0.78, 95% CI 0.66 to 0.91). CONCLUSION: Participants at lower versus higher risk of future AN or CRC can be accurately identified based on their age, sex and particularly, prior F-Hb concentrations. Risk stratification should be considered based on this information. |
format | Online Article Text |
id | pubmed-9763180 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-97631802022-12-21 Faecal occult blood loss accurately predicts future detection of colorectal cancer. A prognostic model Meester, Reinier G S van de Schootbrugge-Vandermeer, Hilliene J Breekveldt, Emilie C H de Jonge, Lucie Toes-Zoutendijk, Esther Kooyker, Arthur Nieboer, Daan Ramakers, Christian R Spaander, Manon C W van Vuuren, Anneke J Kuipers, Ernst J van Kemenade, Folkert J Nagtegaal, Iris D Dekker, Evelien van Leerdam, Monique E Lansdorp-Vogelaar, Iris Gut Colon OBJECTIVES: To examine the prognostic potential of repeated faecal haemoglobin (F-Hb) concentration measurements in faecal immunochemical test (FIT)-based screening for colorectal cancer (CRC). DESIGN: Prognostic model. SETTING: Dutch biennial FIT-based screening programme during 2014–2018. PARTICIPANTS: 265 881 participants completing three rounds of FIT, with negative test results (F-Hb <47 µg Hb/g faeces) in rounds 1 and 2. INTERVENTIONS: Colonoscopy follow-up in participants with a positive FIT (F-Hb ≥47 µg Hb/g faeces). MAIN OUTCOMES: We evaluated prognostic models for detecting advanced neoplasia (AN) and CRC in round 3, with as predictors, participant age, sex, F-Hb in rounds 1 and 2, and categories/combinations/non-linear transformations of F-Hb. Primary evaluation criteria included: risk prediction accuracy (calibration), discrimination of participants with versus without AN or CRC (optimism-adjusted C-statistics, range 0.5–1.0), the degree of risk stratification and C-statistics in external validation. RESULTS: Among study participants, 8806 (3.3%) had a positive FIT result, 3254 (1.2%) had AN detected and 557 (0.2%) had cancer. F-Hb concentrations in rounds 1 and 2 were the strongest outcome predictors, with adjusted ORs of up to 9.4 (95% CI 7.5 to 11.7) for the highest F-Hb category. Risk predictions matched the observed risk for most participants (calibration intercept −0.008 to −0.099; slope 0.982–0.998), and discriminated participants with versus without AN or CRC with C-statistics of 0.78 (95% CI 0.77 to 0.79) and 0.73 (95% CI 0.71 to 0.75), respectively. The predicted risk ranged from 0.4% to 36.7% for AN and from 0.0% to 5.5% for CRC across participants. In external validation, the model retained similar discrimination accuracy for AN (C-statistic 0.77, 95% CI 0.66 to 0.87) and CRC (C-statistic 0.78, 95% CI 0.66 to 0.91). CONCLUSION: Participants at lower versus higher risk of future AN or CRC can be accurately identified based on their age, sex and particularly, prior F-Hb concentrations. Risk stratification should be considered based on this information. BMJ Publishing Group 2023-01 2022-05-10 /pmc/articles/PMC9763180/ /pubmed/35537811 http://dx.doi.org/10.1136/gutjnl-2022-327188 Text en © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Colon Meester, Reinier G S van de Schootbrugge-Vandermeer, Hilliene J Breekveldt, Emilie C H de Jonge, Lucie Toes-Zoutendijk, Esther Kooyker, Arthur Nieboer, Daan Ramakers, Christian R Spaander, Manon C W van Vuuren, Anneke J Kuipers, Ernst J van Kemenade, Folkert J Nagtegaal, Iris D Dekker, Evelien van Leerdam, Monique E Lansdorp-Vogelaar, Iris Faecal occult blood loss accurately predicts future detection of colorectal cancer. A prognostic model |
title | Faecal occult blood loss accurately predicts future detection of colorectal cancer. A prognostic model |
title_full | Faecal occult blood loss accurately predicts future detection of colorectal cancer. A prognostic model |
title_fullStr | Faecal occult blood loss accurately predicts future detection of colorectal cancer. A prognostic model |
title_full_unstemmed | Faecal occult blood loss accurately predicts future detection of colorectal cancer. A prognostic model |
title_short | Faecal occult blood loss accurately predicts future detection of colorectal cancer. A prognostic model |
title_sort | faecal occult blood loss accurately predicts future detection of colorectal cancer. a prognostic model |
topic | Colon |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9763180/ https://www.ncbi.nlm.nih.gov/pubmed/35537811 http://dx.doi.org/10.1136/gutjnl-2022-327188 |
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