Audrey Mauguen, PhD

Assistant Attending Biostatistician

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Audrey Mauguen, PhD

Office Phone

646-888-8307

Education

ISPED, University of Bordeaux (France)

Current Research Interests:

Dr. Mauguen’s methodological research focuses on survival analyses and the prediction of survival endpoints. She is particularly interested in using information from complex covariates such as recurrent events and biomarker evolution. She also worked on improving the diagnostic and prediction of cancer risk by proposing a strategy to define cancer subtypes. Recently, her interests include analyzing somatic mutations and assessing the clonal relatedness between two tumors from a patient in order to distinguish between metastasis and second primary, a work in close collaboration with colleagues Colin Begg, Venkatraman Seshan and Irina Ostrovnaya. She is collaborating with clinical investigators from the Pediatric Department and from the Molecular Imaging and Therapy Service.

Software

R package frailtypack: General Frailty Models: Shared, Joint and Nested Frailty Models with Prediction

R package Clonality: Testing for clonal relatedness versus independence of tumors from the same patient (first author: Irina Ostrovnaya)

Publications

Selected peer-reviewed publications:

  1. Mauguen A, Seshan VE, Ostrovnaya I, Begg CB. Estimating the probability of clonal relatedness of pairs of tumors in cancer patients. Biometrics 2017 [In press]. doi: 10.1111/biom.12710
  2. Mauguen A, Zabor EC, Thomas NE, Berwick M, Seshan VE, Begg CB. Defining cancer subtypes with distinctive etiologic profiles: an application to the epidemiology of melanoma. J Am Stat Assoc 2017;112(517):54-63.
  3. Mauguen A, Begg CB. Using the Lorenz Curve to Characterize Risk Predictiveness and Etiologic Heterogeneity. Epidemiology 2016;27(4):531-7.
  4. Mauguen A, Rachet B, Mathoulin-Pélissier S, Macgrogan G, Laurent A, Rondeau V. Dynamic prediction of risk of death using history of cancer recurrences in joint frailty models. Stat Med 2013;32(30):5366–80.
  5. Mauguen A, Le Péchoux C, Saunders MI, et al; MAR-LC Collaborative Group. Hyperfractionated or accelerated radiotherapy in lung cancer: an individual patient data meta-analysis. J Clin Oncol 2012;30(22):2788–97.

View a full listing of Audrey Mauguen’s journal articles.

Disclosures

Doctors and faculty members often work with pharmaceutical, device, biotechnology, and life sciences companies, and other organizations outside of MSK, to find safe and effective cancer treatments, to improve patient care, and to educate the health care community.

MSK requires doctors and faculty members to report (“disclose”) the relationships and financial interests they have with external entities. As a commitment to transparency with our community, we make that information available to the public.

Audrey Mauguen discloses the following relationships and financial interests:

No disclosures meeting criteria for time period


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This page and data include information for a specific MSK annual disclosure period (January 1, 2019 through disclosure submission in spring 2020). This data reflects interests that may or may not still exist. This data is updated annually.

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