Literature DB >> 27221993

Use of Gene Expression Profiling and Chemotherapy in Early-Stage Breast Cancer: A Study of Linked Electronic Medical Records, Cancer Registry Data, and Genomic Data Across Two Health Care Systems.

Anosheh Afghahi1, Maya Mathur1, Caroline A Thompson1, Aya Mitani1, Joseph Rigdon1, Manisha Desai1, Peter P Yu1, Monique A de Bruin1, Tina Seto1, Cliff Olson1, Pragati Kenkare1, Scarlett L Gomez1, Amar K Das1, Harold S Luft1, George W Sledge1, Amy P Sing1, Allison W Kurian2.   

Abstract

PURPOSE: The 21-gene recurrence score (RS) identifies patients with breast cancer who derive little benefit from chemotherapy; it may reduce unwarranted variability in the use of chemotherapy. We tested whether the use of RS seems to guide chemotherapy receipt across different cancer care settings.
METHODS: We developed a retrospective cohort of patients with breast cancer by using electronic medical record data from Stanford University (hereafter University) and Palo Alto Medical Foundation (hereafter Community) linked with demographic and staging data from the California Cancer Registry and RS results from the testing laboratory (Genomic Health Inc., Redwood City, CA). Multivariable analysis was performed to identify predictors of RS and chemotherapy use.
RESULTS: In all, 10,125 patients with breast cancer were diagnosed in the University or Community systems from 2005 to 2011; 2,418 (23.9%) met RS guidelines criteria, of whom 15.6% received RS. RS was less often used for patients with involved lymph nodes, higher tumor grade, and age < 40 or ≥ 65 years. Among RS recipients, chemotherapy receipt was associated with a higher score (intermediate v low: odds ratio, 3.66; 95% CI, 1.94 to 6.91). A total of 293 patients (10.6%) received care in both health care systems (hereafter dual use); although receipt of RS was associated with dual use (v University: odds ratio, 1.73; 95% CI, 1.18 to 2.55), there was no difference in use of chemotherapy after RS by health care setting.
CONCLUSION: Although there was greater use of RS for patients who sought care in more than one health care setting, use of chemotherapy followed RS guidance in University and Community health care systems. These results suggest that precision medicine may help optimize cancer treatment across health care settings.
Copyright © 2016 by American Society of Clinical Oncology.

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Year:  2016        PMID: 27221993      PMCID: PMC4957259          DOI: 10.1200/JOP.2015.009803

Source DB:  PubMed          Journal:  J Oncol Pract        ISSN: 1554-7477            Impact factor:   3.714


  24 in total

1.  STRIDE--An integrated standards-based translational research informatics platform.

Authors:  Henry J Lowe; Todd A Ferris; Penni M Hernandez; Susan C Weber
Journal:  AMIA Annu Symp Proc       Date:  2009-11-14

2.  Gene expression and benefit of chemotherapy in women with node-negative, estrogen receptor-positive breast cancer.

Authors:  Soonmyung Paik; Gong Tang; Steven Shak; Chungyeul Kim; Joffre Baker; Wanseop Kim; Maureen Cronin; Frederick L Baehner; Drew Watson; John Bryant; Joseph P Costantino; Charles E Geyer; D Lawrence Wickerham; Norman Wolmark
Journal:  J Clin Oncol       Date:  2006-05-23       Impact factor: 44.544

3.  Multiple imputation of discrete and continuous data by fully conditional specification.

Authors:  Stef van Buuren
Journal:  Stat Methods Med Res       Date:  2007-06       Impact factor: 3.021

4.  A multigene assay to predict recurrence of tamoxifen-treated, node-negative breast cancer.

Authors:  Soonmyung Paik; Steven Shak; Gong Tang; Chungyeul Kim; Joffre Baker; Maureen Cronin; Frederick L Baehner; Michael G Walker; Drew Watson; Taesung Park; William Hiller; Edwin R Fisher; D Lawrence Wickerham; John Bryant; Norman Wolmark
Journal:  N Engl J Med       Date:  2004-12-10       Impact factor: 91.245

5.  Initial Trends in the Use of the 21-Gene Recurrence Score Assay for Patients With Breast Cancer in the Medicare Population, 2005-2009.

Authors:  Michaela A Dinan; Xiaojuan Mi; Shelby D Reed; Bradford R Hirsch; Gary H Lyman; Lesley H Curtis
Journal:  JAMA Oncol       Date:  2015-05       Impact factor: 31.777

6.  The effects of oncotype DX recurrence scores on chemotherapy utilization in a multi-institutional breast cancer cohort.

Authors:  Foluso O Ademuyiwa; Austin Miller; Tracey O'Connor; Stephen B Edge; Mangesh A Thorat; George W Sledge; Ellis Levine; Sunil Badve
Journal:  Breast Cancer Res Treat       Date:  2011-01-01       Impact factor: 4.872

7.  Prospective Validation of a 21-Gene Expression Assay in Breast Cancer.

Authors:  Joseph A Sparano; Robert J Gray; Della F Makower; Kathleen I Pritchard; Kathy S Albain; Daniel F Hayes; Charles E Geyer; Elizabeth C Dees; Edith A Perez; John A Olson; JoAnne Zujewski; Tracy Lively; Sunil S Badve; Thomas J Saphner; Lynne I Wagner; Timothy J Whelan; Matthew J Ellis; Soonmyung Paik; William C Wood; Peter Ravdin; Maccon M Keane; Henry L Gomez Moreno; Pavan S Reddy; Timothy F Goggins; Ingrid A Mayer; Adam M Brufsky; Deborah L Toppmeyer; Virginia G Kaklamani; James N Atkins; Jeffrey L Berenberg; George W Sledge
Journal:  N Engl J Med       Date:  2015-09-27       Impact factor: 91.245

8.  Adoption of gene expression profile testing and association with use of chemotherapy among women with breast cancer.

Authors:  Michael J Hassett; Samuel M Silver; Melissa E Hughes; Douglas W Blayney; Stephen B Edge; James G Herman; Clifford A Hudis; P Kelly Marcom; Jane E Pettinga; David Share; Richard Theriault; Yu-Ning Wong; Jonathan L Vandergrift; Joyce C Niland; Jane C Weeks
Journal:  J Clin Oncol       Date:  2012-05-14       Impact factor: 44.544

9.  A population-based study of tumor gene expression and risk of breast cancer death among lymph node-negative patients.

Authors:  Laurel A Habel; Steven Shak; Marlena K Jacobs; Angela Capra; Claire Alexander; Mylan Pho; Joffre Baker; Michael Walker; Drew Watson; James Hackett; Noelle T Blick; Deborah Greenberg; Louis Fehrenbacher; Bryan Langholz; Charles P Quesenberry
Journal:  Breast Cancer Res       Date:  2006-05-31       Impact factor: 6.466

10.  Breast cancer treatment across health care systems: linking electronic medical records and state registry data to enable outcomes research.

Authors:  Allison W Kurian; Aya Mitani; Manisha Desai; Peter P Yu; Tina Seto; Susan C Weber; Cliff Olson; Pragati Kenkare; Scarlett L Gomez; Monique A de Bruin; Kathleen Horst; Jeffrey Belkora; Suepattra G May; Dominick L Frosch; Douglas W Blayney; Harold S Luft; Amar K Das
Journal:  Cancer       Date:  2013-09-24       Impact factor: 6.921

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  4 in total

1.  Cost Effectiveness of Gene Expression Profile Testing in Community Practice.

Authors:  Young Chandler; Clyde B Schechter; Jinani Jayasekera; Aimee Near; Suzanne C O'Neill; Claudine Isaacs; Charles E Phelps; G Thomas Ray; Tracy A Lieu; Scott Ramsey; Jeanne S Mandelblatt
Journal:  J Clin Oncol       Date:  2018-01-08       Impact factor: 44.544

2.  Recent Trends in Chemotherapy Use and Oncologists' Treatment Recommendations for Early-Stage Breast Cancer.

Authors:  Allison W Kurian; Irina Bondarenko; Reshma Jagsi; Christopher R Friese; M Chandler McLeod; Sarah T Hawley; Ann S Hamilton; Kevin C Ward; Timothy P Hofer; Steven J Katz
Journal:  J Natl Cancer Inst       Date:  2018-05-01       Impact factor: 13.506

3.  Oncologist and organizational factors associated with variation in breast cancer multigene testing.

Authors:  Tracy A Lieu; G Thomas Ray; Stephanie R Prausnitz; Laurel A Habel; Stacey Alexeeff; Yan Li; Scott D Ramsey; Charles E Phelps; Neetu Chawla; Suzanne C O'Neill; Jeanne S Mandelblatt
Journal:  Breast Cancer Res Treat       Date:  2017-02-21       Impact factor: 4.872

4.  Patient Experiences and Clinician Views on the Role of Radiation Therapy for Ductal Carcinoma In Situ.

Authors:  Dean A Shumway; Chandler M McLeod; Monica Morrow; Yun Li; Allison W Kurian; Aaron Sabolch; Ann S Hamilton; Kevin C Ward; Steven J Katz; Sarah T Hawley; Reshma Jagsi
Journal:  Int J Radiat Oncol Biol Phys       Date:  2018-01-09       Impact factor: 8.013

  4 in total

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