Abstract
Objective
The aim of this analysis is to evaluate the relative weight of different epidemiological risk factors on the development of different breast cancer subtypes (i.e. luminal, Her2+ overexpressed or triple negative).
Methods
De-identified datasets of female participants recruited within the Prostate, Lung, Colorectal, and Ovarian (PLCO) trial were accessed. Multivariate Cox regression analysis was utilized to assess factors affecting the development of breast cancer (regardless of subtype). Additional multivariate analyses were conducted to assess factors affecting the development of the three principal subtypes of breast cancer (ER+/Her2− breast cancer; Her2 overexpressed breast cancer and ER−/Her2− breast cancer).
Results
A total of 73,570 eligible participants were evaluated in the current analysis of which 2370 participants subsequently developed breast cancer. The following factors were associated with a higher risk of ER+/Her2− breast cancer: white race (P < 0.001), nulliparity (P < 0.001), higher body mass index (P = 0.003), prior exposure to hormone treatment (P = 0.004) and breast cancer in first-degree female relatives (P < 0.001). The following factors were associated with a higher risk of Her2 overexpressed breast cancer: prior exposure to hormone treatment (P = 0.002) and breast cancer in first-degree female relatives (P = 0.001). The following factors were associated with a higher risk of ER−/Her2− breast cancer: black race (P = 0.013), younger age (P = 0.017) and breast cancer in first-degree female relatives (P 0.023).
Conclusions
There is considerable heterogeneity in risk factors among patients with different subtypes of breast cancer. In particular, factors associated with high estrogen levels seem to be associated with luminal breast cancer rather than other breast cancer subtypes.
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Data availability
De-identified PLCO trial datasets are available from the NCI platform: https://biometry.nci.nih.gov/cdas/plco/.
Abbreviations
- PLCO:
-
Prostate, lung, colorectal and ovary
- SEER:
-
Surveillance, epidemiology and end results
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Acknowledgements
This work is based on the PLCO trial datasets which were accessed after approval from the NCI. Neither the NCI nor the investigators of the primary PLCO trial are responsible for the results of this analysis
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OA: conducted the analyses and wrote the manuscript. PT and WC: revised the manuscript. All authors have read and approved the manuscript. All authors have approved the final version of the manuscript.
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All authors declare that they have no competing interest.
Ethical approval
This study is a secondary analysis based on publicly available de-identified datasets of the PLCO trial. Primary PLCO trial was approved by the IRBs of all included centers. Details of IRB approval for each center were provided in the original publications of the PLCO trial (Ref [6]) as well as in the clinicaltrials.gov records of the PLCO trial (NCT00002540).
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All participants provided written informed consent prior to inclusion into the PLCO trial.
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Abdel-Rahman, O., Tang, P.A. & Cheung, W.Y. Subtype-specific risk factors for postmenopausal breast cancer: findings from the PLCO trial. Clin Transl Oncol 22, 1885–1891 (2020). https://doi.org/10.1007/s12094-020-02329-3
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DOI: https://doi.org/10.1007/s12094-020-02329-3