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The usefulness of CanAssist breast in the assessment of recurrence risk in patients of ethnic Indian origin

Accurate recurrence risk assessment in hormone receptor positive, HER2/neu negative breast cancer is critical to plan precise therapy. CanAssist Breast (CAB) assesses recurrence risk based on tumor biology using artificial intelligence-based approach. We report CAB risk assessment correlating with d...

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Autores principales: Chandra Doval, Dinesh, Mehta, Anurag, Somashekhar, S.P., Gunda, Aparna, Singh, Gurpreet, Bal, Amanjit, Khare, Siddhant, Prakash V Serkad, Chandra, Adinarayan, Manjula, Krishnamoorthy, Naveen, Vijay, Devanhalli Govinda, Anantakrishnan, Radha, Bhattacharyya, G.S., Bakre, Manjiri M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8187842/
https://www.ncbi.nlm.nih.gov/pubmed/34098459
http://dx.doi.org/10.1016/j.breast.2021.05.007
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author Chandra Doval, Dinesh
Mehta, Anurag
Somashekhar, S.P.
Gunda, Aparna
Singh, Gurpreet
Bal, Amanjit
Khare, Siddhant
Prakash V Serkad, Chandra
Adinarayan, Manjula
Krishnamoorthy, Naveen
Vijay, Devanhalli Govinda
Anantakrishnan, Radha
Bhattacharyya, G.S.
Bakre, Manjiri M.
author_facet Chandra Doval, Dinesh
Mehta, Anurag
Somashekhar, S.P.
Gunda, Aparna
Singh, Gurpreet
Bal, Amanjit
Khare, Siddhant
Prakash V Serkad, Chandra
Adinarayan, Manjula
Krishnamoorthy, Naveen
Vijay, Devanhalli Govinda
Anantakrishnan, Radha
Bhattacharyya, G.S.
Bakre, Manjiri M.
author_sort Chandra Doval, Dinesh
collection PubMed
description Accurate recurrence risk assessment in hormone receptor positive, HER2/neu negative breast cancer is critical to plan precise therapy. CanAssist Breast (CAB) assesses recurrence risk based on tumor biology using artificial intelligence-based approach. We report CAB risk assessment correlating with disease outcomes in multiple clinically high- and low-risk subgroups. In this retrospective cohort of 925 patients [median age-54 (22–86)] CAB had hazard ratio (HR) of 3 (1.83–5.21) and 2.5 (1.45–4.29), P = 0.0009) in univariate and multivariate analysis. CAB's HR in sub-groups with the other determinants of outcome, T2 (HR: 2.79 (1.49–5.25), P = 0.0001); age [< 50 (HR: 3.14 (1.39–7), P = 0.0008)]. Besides application in node-negative patients, CAB's HR was 2.45 (1.34–4.47), P = 0.0023) in node-positive patients. In clinically low-risk patients (N0 tumors up to 5 cms) (HR: 2.48 (0.79–7.8), P = 0.03) and with luminal-A characteristics (HR: 4.54 (1–19.75), P = 0.004), CAB identified >16% as high-risk with recurrence rates of up to 12%. In clinically high-risk patients (T2N1 tumors (HR: 2.65 (1.31–5.36), P = 0.003; low-risk DMFS: 92.66 ± 1.88) and in women with luminal-B characteristics (HR: 3.24; (1.69–6.22), P < 0.0001; low-risk DMFS: 93.34 ± 1.34)), CAB identified >64% as low-risk. Thus, CAB prognostication was significant in women with clinically low- and high-risk disease. The data imply the use of CAB for providing helpful information to stratify tumors based on biology incorporated with clinical features for Indian patients, which can be extrapolated to regions with similarly characterized patients, South-East Asia.
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spelling pubmed-81878422021-06-16 The usefulness of CanAssist breast in the assessment of recurrence risk in patients of ethnic Indian origin Chandra Doval, Dinesh Mehta, Anurag Somashekhar, S.P. Gunda, Aparna Singh, Gurpreet Bal, Amanjit Khare, Siddhant Prakash V Serkad, Chandra Adinarayan, Manjula Krishnamoorthy, Naveen Vijay, Devanhalli Govinda Anantakrishnan, Radha Bhattacharyya, G.S. Bakre, Manjiri M. Breast Original Article Accurate recurrence risk assessment in hormone receptor positive, HER2/neu negative breast cancer is critical to plan precise therapy. CanAssist Breast (CAB) assesses recurrence risk based on tumor biology using artificial intelligence-based approach. We report CAB risk assessment correlating with disease outcomes in multiple clinically high- and low-risk subgroups. In this retrospective cohort of 925 patients [median age-54 (22–86)] CAB had hazard ratio (HR) of 3 (1.83–5.21) and 2.5 (1.45–4.29), P = 0.0009) in univariate and multivariate analysis. CAB's HR in sub-groups with the other determinants of outcome, T2 (HR: 2.79 (1.49–5.25), P = 0.0001); age [< 50 (HR: 3.14 (1.39–7), P = 0.0008)]. Besides application in node-negative patients, CAB's HR was 2.45 (1.34–4.47), P = 0.0023) in node-positive patients. In clinically low-risk patients (N0 tumors up to 5 cms) (HR: 2.48 (0.79–7.8), P = 0.03) and with luminal-A characteristics (HR: 4.54 (1–19.75), P = 0.004), CAB identified >16% as high-risk with recurrence rates of up to 12%. In clinically high-risk patients (T2N1 tumors (HR: 2.65 (1.31–5.36), P = 0.003; low-risk DMFS: 92.66 ± 1.88) and in women with luminal-B characteristics (HR: 3.24; (1.69–6.22), P < 0.0001; low-risk DMFS: 93.34 ± 1.34)), CAB identified >64% as low-risk. Thus, CAB prognostication was significant in women with clinically low- and high-risk disease. The data imply the use of CAB for providing helpful information to stratify tumors based on biology incorporated with clinical features for Indian patients, which can be extrapolated to regions with similarly characterized patients, South-East Asia. Elsevier 2021-05-28 /pmc/articles/PMC8187842/ /pubmed/34098459 http://dx.doi.org/10.1016/j.breast.2021.05.007 Text en © 2021 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Original Article
Chandra Doval, Dinesh
Mehta, Anurag
Somashekhar, S.P.
Gunda, Aparna
Singh, Gurpreet
Bal, Amanjit
Khare, Siddhant
Prakash V Serkad, Chandra
Adinarayan, Manjula
Krishnamoorthy, Naveen
Vijay, Devanhalli Govinda
Anantakrishnan, Radha
Bhattacharyya, G.S.
Bakre, Manjiri M.
The usefulness of CanAssist breast in the assessment of recurrence risk in patients of ethnic Indian origin
title The usefulness of CanAssist breast in the assessment of recurrence risk in patients of ethnic Indian origin
title_full The usefulness of CanAssist breast in the assessment of recurrence risk in patients of ethnic Indian origin
title_fullStr The usefulness of CanAssist breast in the assessment of recurrence risk in patients of ethnic Indian origin
title_full_unstemmed The usefulness of CanAssist breast in the assessment of recurrence risk in patients of ethnic Indian origin
title_short The usefulness of CanAssist breast in the assessment of recurrence risk in patients of ethnic Indian origin
title_sort usefulness of canassist breast in the assessment of recurrence risk in patients of ethnic indian origin
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8187842/
https://www.ncbi.nlm.nih.gov/pubmed/34098459
http://dx.doi.org/10.1016/j.breast.2021.05.007
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