Clinicopathologic and sociodemographic factors associated with late relapse triple negative breast cancer in a multivariable logistic model: A multi-institution cohort study. (February 2023)
- Record Type:
- Journal Article
- Title:
- Clinicopathologic and sociodemographic factors associated with late relapse triple negative breast cancer in a multivariable logistic model: A multi-institution cohort study. (February 2023)
- Main Title:
- Clinicopathologic and sociodemographic factors associated with late relapse triple negative breast cancer in a multivariable logistic model: A multi-institution cohort study
- Authors:
- Abraham, Adith
Barcenas, Carlos H.
Bleicher, Richard J.
Cohen, Adam L.
Javid, Sara H.
Levine, Ellis G.
Lin, Nancy U.
Moy, Beverly
Niland, Joyce C.
Wolff, Antonio C.
Hassett, Michael J.
Asad, Sarah
Stover, Daniel G. - Abstract:
- Abstract: Background: Most metastatic recurrences of triple negative breast cancer (TNBC) occur within five years of diagnosis, yet late relapses of TNBC (lrTNBC) do occur. Our objective was to develop a risk prediction model of lrTNBC using readily available clinicopathologic and sociodemographic features. Methods: We included patients diagnosed with stage I–III TNBC between 1998 and 2012 at ten academic cancer centers. lrTNBC was defined as relapse or mortality greater than 5 years from diagnosis. Features associated with lrTNBC were included in a multivariable logistic model using backward elimination with a p < 0.10 criterion, with a final multivariable model applied to training (70%) and independent validation (30%) cohorts. Results: A total 2210 TNBC patients with at least five years follow-up and no relapse before 5 years were included. In final multivariable model, lrTNBC was significantly associated with higher stage at diagnosis (adjusted Odds Ratio [aOR] for stage III vs I, 10.9; 95% Confidence Interval [CI], 7.5–15.9; p < 0.0001) and BMI (aOR for obese vs normal weight, 1.4; 95% CI, 1.0–1.8; p = 0.03). Final model performance was consistent between training (70%) and validation (30%) cohorts. Conclusions: A risk prediction model incorporating stage, BMI, and age at diagnosis offers potential utility for identification of patients at risk of development of lrTNBC and warrants further investigation. Highlights: Triple negative breast cancer (TNBC) late relapse mayAbstract: Background: Most metastatic recurrences of triple negative breast cancer (TNBC) occur within five years of diagnosis, yet late relapses of TNBC (lrTNBC) do occur. Our objective was to develop a risk prediction model of lrTNBC using readily available clinicopathologic and sociodemographic features. Methods: We included patients diagnosed with stage I–III TNBC between 1998 and 2012 at ten academic cancer centers. lrTNBC was defined as relapse or mortality greater than 5 years from diagnosis. Features associated with lrTNBC were included in a multivariable logistic model using backward elimination with a p < 0.10 criterion, with a final multivariable model applied to training (70%) and independent validation (30%) cohorts. Results: A total 2210 TNBC patients with at least five years follow-up and no relapse before 5 years were included. In final multivariable model, lrTNBC was significantly associated with higher stage at diagnosis (adjusted Odds Ratio [aOR] for stage III vs I, 10.9; 95% Confidence Interval [CI], 7.5–15.9; p < 0.0001) and BMI (aOR for obese vs normal weight, 1.4; 95% CI, 1.0–1.8; p = 0.03). Final model performance was consistent between training (70%) and validation (30%) cohorts. Conclusions: A risk prediction model incorporating stage, BMI, and age at diagnosis offers potential utility for identification of patients at risk of development of lrTNBC and warrants further investigation. Highlights: Triple negative breast cancer (TNBC) late relapse may occur >5 years post-diagnosis. Stage and body mass index were associated late relapse in a multivariable model. We developed a risk prediction model for patients at risk of late relapse. This work supports further investigation factors associated with late relapse TNBC. … (more)
- Is Part Of:
- Breast. Volume 67(2023)
- Journal:
- Breast
- Issue:
- Volume 67(2023)
- Issue Display:
- Volume 67, Issue 2023 (2023)
- Year:
- 2023
- Volume:
- 67
- Issue:
- 2023
- Issue Sort Value:
- 2023-0067-2023-0000
- Page Start:
- 89
- Page End:
- 93
- Publication Date:
- 2023-02
- Subjects:
- Triple-negative breast cancer -- Late relapse -- Body mass index
Breast -- Diseases -- Periodicals
Breast -- Tumors -- Periodicals
Breast -- Periodicals
Electronic journals
Periodicals
616 - Journal URLs:
- http://www.sciencedirect.com/science/journal/09609776 ↗
http://firstsearch.oclc.org ↗
http://firstsearch.oclc.org/journal=0960-9776;screen=info;ECOIP ↗
http://www.harcourt-international.com/journals/brst/ ↗
http://www.clinicalkey.com/dura/browse/journalIssue/09609776 ↗
http://www.clinicalkey.com.au/dura/browse/journalIssue/09609776 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.breast.2023.01.004 ↗
- Languages:
- English
- ISSNs:
- 0960-9776
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 2277.492700
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