Skip to main content
Erschienen in: Breast Cancer Research and Treatment 1/2017

21.02.2017 | Epidemiology

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

verfasst von: 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

Erschienen in: Breast Cancer Research and Treatment | Ausgabe 1/2017

Einloggen, um Zugang zu erhalten

Abstract

Purpose

Multigene testing for breast cancer recurrence risk became available in 2007, yet many eligible patients remain untested. This study evaluated variation in testing rates, and oncologist and organizational factors associated with variation, in a setting without financial influences on testing.

Methods

We conducted a retrospective cohort study using electronic data and oncologist surveys within Kaiser Permanente Northern California, a large integrated health care system. Analyses included all 2974 test eligible patients from 2013 to 2015, 113 oncologists, and 15 practice groups. Receipt of multigene testing was evaluated with generalized linear mixed models.

Results

Overall, 39% of eligible patients had multigene testing, but rates varied widely among practice groups, ranging from 24 to 48% after case mix adjustment. This 24% difference among practices was greater than the variation associated with most patient characteristics, including comorbidities and race/ethnicity, and similar to that associated with tumor size. Practice group and oncologist factors were statistically significant contributors to the variation in testing after adjusting for patient factors. Patients were more likely to be tested if they had a female oncologist (aOR 1.60, 95% CI 1.21–2.12) or were in a practice whose chief had a high testing rate (aOR 1.20, 95% CI 1.12–1.29 per 10% increase in the percent tested).

Conclusions

Oncologist and leadership practices play a key role in the variation in genomic test use for cancer recurrence risk even in a healthcare system without financial barriers to testing and could be a leverage point for implementing desired practice changes for new genomic advances.
Literatur
1.
Zurück zum Zitat Harris L, Fritsche H, Mennel R et al (2007) American Society of Clinical Oncology 2007 update of recommendations for the use of tumor markers in breast cancer. J Clin Oncol 25(33):5287–5312CrossRefPubMed Harris L, Fritsche H, Mennel R et al (2007) American Society of Clinical Oncology 2007 update of recommendations for the use of tumor markers in breast cancer. J Clin Oncol 25(33):5287–5312CrossRefPubMed
2.
Zurück zum Zitat Carlson RW, Allred DC, Anderson BO et al (2011) Invasive breast cancer. J Natl Compr Canc Netw 9(2):136–222PubMed Carlson RW, Allred DC, Anderson BO et al (2011) Invasive breast cancer. J Natl Compr Canc Netw 9(2):136–222PubMed
3.
Zurück zum Zitat Enewold L, Geiger AM, Zujewski J, Harlan LC (2015) Oncotype Dx assay and breast cancer in the United States: usage and concordance with chemotherapy. Breast Cancer Res Treat 151(1):149–156CrossRefPubMed Enewold L, Geiger AM, Zujewski J, Harlan LC (2015) Oncotype Dx assay and breast cancer in the United States: usage and concordance with chemotherapy. Breast Cancer Res Treat 151(1):149–156CrossRefPubMed
4.
Zurück zum Zitat Dinan MA, Mi X, Reed SD, Lyman GH, Curtis LH (2015) Association between use of the 21-gene recurrence score assay and receipt of chemotherapy among medicare beneficiaries with early-stage breast cancer, 2005-2009. JAMA Oncol. 1(8):1098–1109CrossRefPubMed Dinan MA, Mi X, Reed SD, Lyman GH, Curtis LH (2015) Association between use of the 21-gene recurrence score assay and receipt of chemotherapy among medicare beneficiaries with early-stage breast cancer, 2005-2009. JAMA Oncol. 1(8):1098–1109CrossRefPubMed
5.
Zurück zum Zitat Ray GT, Mandelblatt J, Habel LA et al (2016) Breast cancer multigene testing trends and impact on chemotherapy use. Am J Manag Care. 22(5):e153–160PubMedPubMedCentral Ray GT, Mandelblatt J, Habel LA et al (2016) Breast cancer multigene testing trends and impact on chemotherapy use. Am J Manag Care. 22(5):e153–160PubMedPubMedCentral
6.
Zurück zum Zitat Jasem J, Amini A, Rabinovitch R et al (2016) 21-gene recurrence score assay as a predictor of adjuvant chemotherapy administration for early-stage breast cancer: an analysis of use, therapeutic implications, and disparity profile. J Clin Oncol 34(17):1995–2002CrossRefPubMedPubMedCentral Jasem J, Amini A, Rabinovitch R et al (2016) 21-gene recurrence score assay as a predictor of adjuvant chemotherapy administration for early-stage breast cancer: an analysis of use, therapeutic implications, and disparity profile. J Clin Oncol 34(17):1995–2002CrossRefPubMedPubMedCentral
7.
Zurück zum Zitat Epstein AJ, Wong YN, Mitra N et al (2015) Adjuvant chemotherapy use and health care costs after introduction of genomic testing in breast cancer. J Clin Oncol 33(36):4259–4267CrossRefPubMedPubMedCentral Epstein AJ, Wong YN, Mitra N et al (2015) Adjuvant chemotherapy use and health care costs after introduction of genomic testing in breast cancer. J Clin Oncol 33(36):4259–4267CrossRefPubMedPubMedCentral
8.
Zurück zum Zitat Hassett MJ, Silver SM, Hughes ME et al (2012) Adoption of gene expression profile testing and association with use of chemotherapy among women with breast cancer. J Clin Oncol 30(18):2218–2226CrossRefPubMedPubMedCentral Hassett MJ, Silver SM, Hughes ME et al (2012) Adoption of gene expression profile testing and association with use of chemotherapy among women with breast cancer. J Clin Oncol 30(18):2218–2226CrossRefPubMedPubMedCentral
10.
Zurück zum Zitat Gordon N, Lin T (2016) The Kaiser Permanente Northern California Adult Member Health Survey. Perm J 20(4):34–42PubMedPubMedCentral Gordon N, Lin T (2016) The Kaiser Permanente Northern California Adult Member Health Survey. Perm J 20(4):34–42PubMedPubMedCentral
11.
Zurück zum Zitat Gordon NP (2015) Similarity of the adult Kaiser Permanente membership in Northern California to the insured and general population in Northern California: Statistics from the 2011 California Health Interview Survey report Gordon NP (2015) Similarity of the adult Kaiser Permanente membership in Northern California to the insured and general population in Northern California: Statistics from the 2011 California Health Interview Survey report
12.
Zurück zum Zitat Oehrli MD, Quesenberry CP (2015) Northern California Cancer Registry: 2015 Annual Report on Trends, Incidence, and Outcomes. Kaiser Permanente, Oakland Oehrli MD, Quesenberry CP (2015) Northern California Cancer Registry: 2015 Annual Report on Trends, Incidence, and Outcomes. Kaiser Permanente, Oakland
13.
Zurück zum Zitat Deyo RA, Cherkin DC, Ciol MA (1992) Adapting a clinical comorbidity index for use with ICD-9-CM administrative databases. J Clin Epidemiol 45(6):613–619CrossRefPubMed Deyo RA, Cherkin DC, Ciol MA (1992) Adapting a clinical comorbidity index for use with ICD-9-CM administrative databases. J Clin Epidemiol 45(6):613–619CrossRefPubMed
16.
Zurück zum Zitat Fitzmaurice GM, Laird NM, Ware JH (2012) Generalized linear mixed effects models. Applied longitudinal analysis, 2nd edn. Wiley, Chichester, pp 395–439 Fitzmaurice GM, Laird NM, Ware JH (2012) Generalized linear mixed effects models. Applied longitudinal analysis, 2nd edn. Wiley, Chichester, pp 395–439
17.
Zurück zum Zitat Mickey RM, Greenland S (1989) The impact of confounder selection criteria on effect estimation. Am J Epidemiol 129(1):125–137CrossRefPubMed Mickey RM, Greenland S (1989) The impact of confounder selection criteria on effect estimation. Am J Epidemiol 129(1):125–137CrossRefPubMed
18.
Zurück zum Zitat Tsugawa Y, Jena AB, Figueroa JF, Orav EJ, Blumenthal DM, Jha AK (2016) Comparison of hospital mortality and readmission rates for medicare patients treated by male vs female physicians. JAMA Intern Med 177(2):206–213CrossRef Tsugawa Y, Jena AB, Figueroa JF, Orav EJ, Blumenthal DM, Jha AK (2016) Comparison of hospital mortality and readmission rates for medicare patients treated by male vs female physicians. JAMA Intern Med 177(2):206–213CrossRef
19.
Zurück zum Zitat Lurie N, Slater J, McGovern P, Ekstrum J, Quam L, Margolis K (1993) Preventive care for women. Does the sex of the physician matter? N Engl J Med 329(7):478–482CrossRefPubMed Lurie N, Slater J, McGovern P, Ekstrum J, Quam L, Margolis K (1993) Preventive care for women. Does the sex of the physician matter? N Engl J Med 329(7):478–482CrossRefPubMed
20.
Zurück zum Zitat Franks P, Clancy CM (1993) Physician gender bias in clinical decisionmaking: screening for cancer in primary care. Med Care 31(3):213–218CrossRefPubMed Franks P, Clancy CM (1993) Physician gender bias in clinical decisionmaking: screening for cancer in primary care. Med Care 31(3):213–218CrossRefPubMed
21.
Zurück zum Zitat Kreuter MW, Strecher VJ, Harris R, Kobrin SC, Skinner CS (1995) Are patients of women physicians screened more aggressively? A prospective study of physician gender and screening. J Gen Intern Med 10(3):119–125CrossRefPubMed Kreuter MW, Strecher VJ, Harris R, Kobrin SC, Skinner CS (1995) Are patients of women physicians screened more aggressively? A prospective study of physician gender and screening. J Gen Intern Med 10(3):119–125CrossRefPubMed
22.
Zurück zum Zitat Bertakis KD, Helms LJ, Callahan EJ, Azari R, Robbins JA (1995) The influence of gender on physician practice style. Med Care 33(4):407–416CrossRefPubMed Bertakis KD, Helms LJ, Callahan EJ, Azari R, Robbins JA (1995) The influence of gender on physician practice style. Med Care 33(4):407–416CrossRefPubMed
23.
Zurück zum Zitat Lurie N, Margolis KL, McGovern PG, Mink PJ, Slater JS (1997) Why do patients of female physicians have higher rates of breast and cervical cancer screening? J Gen Intern Med 12(1):34–43CrossRefPubMedPubMedCentral Lurie N, Margolis KL, McGovern PG, Mink PJ, Slater JS (1997) Why do patients of female physicians have higher rates of breast and cervical cancer screening? J Gen Intern Med 12(1):34–43CrossRefPubMedPubMedCentral
24.
Zurück zum Zitat Benko C, Pelster B (2013) How women decide. Harv Bus Rev 91:78–84 Benko C, Pelster B (2013) How women decide. Harv Bus Rev 91:78–84
25.
Zurück zum Zitat Roberts MC, Dusetzina SB (2015) Use and costs for tumor gene expression profiling panels in the management of breast cancer from 2006 to 2012: implications for genomic test adoption among private payers. J Oncol Pract. 11(4):273–277CrossRefPubMed Roberts MC, Dusetzina SB (2015) Use and costs for tumor gene expression profiling panels in the management of breast cancer from 2006 to 2012: implications for genomic test adoption among private payers. J Oncol Pract. 11(4):273–277CrossRefPubMed
26.
Zurück zum Zitat Chen C, Dhanda R, Tseng WY, Forsyth M, Patt DA (2013) Evaluating use characteristics for the oncotype Dx 21-gene recurrence score and concordance with chemotherapy use in early-stage breast cancer. J Oncol Pract. 9(4):182–187CrossRefPubMedPubMedCentral Chen C, Dhanda R, Tseng WY, Forsyth M, Patt DA (2013) Evaluating use characteristics for the oncotype Dx 21-gene recurrence score and concordance with chemotherapy use in early-stage breast cancer. J Oncol Pract. 9(4):182–187CrossRefPubMedPubMedCentral
27.
Zurück zum Zitat Afghahi A, Mathur M, Thompson CA et al (2016) 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. J Oncol Pract. 12(6):e697–709CrossRefPubMed Afghahi A, Mathur M, Thompson CA et al (2016) 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. J Oncol Pract. 12(6):e697–709CrossRefPubMed
Metadaten
Titel
Oncologist and organizational factors associated with variation in breast cancer multigene testing
verfasst von
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
Publikationsdatum
21.02.2017
Verlag
Springer US
Erschienen in
Breast Cancer Research and Treatment / Ausgabe 1/2017
Print ISSN: 0167-6806
Elektronische ISSN: 1573-7217
DOI
https://doi.org/10.1007/s10549-017-4158-z

Weitere Artikel der Ausgabe 1/2017

Breast Cancer Research and Treatment 1/2017 Zur Ausgabe

Adjuvante Immuntherapie verlängert Leben bei RCC

25.04.2024 Nierenkarzinom Nachrichten

Nun gibt es auch Resultate zum Gesamtüberleben: Eine adjuvante Pembrolizumab-Therapie konnte in einer Phase-3-Studie das Leben von Menschen mit Nierenzellkarzinom deutlich verlängern. Die Sterberate war im Vergleich zu Placebo um 38% geringer.

Alectinib verbessert krankheitsfreies Überleben bei ALK-positivem NSCLC

25.04.2024 NSCLC Nachrichten

Das Risiko für Rezidiv oder Tod von Patienten und Patientinnen mit reseziertem ALK-positivem NSCLC ist unter einer adjuvanten Therapie mit dem Tyrosinkinase-Inhibitor Alectinib signifikant geringer als unter platinbasierter Chemotherapie.

Bei Senioren mit Prostatakarzinom auf Anämie achten!

24.04.2024 DGIM 2024 Nachrichten

Patienten, die zur Behandlung ihres Prostatakarzinoms eine Androgendeprivationstherapie erhalten, entwickeln nicht selten eine Anämie. Wer ältere Patienten internistisch mitbetreut, sollte auf diese Nebenwirkung achten.

ICI-Therapie in der Schwangerschaft wird gut toleriert

Müssen sich Schwangere einer Krebstherapie unterziehen, rufen Immuncheckpointinhibitoren offenbar nicht mehr unerwünschte Wirkungen hervor als andere Mittel gegen Krebs.

Update Onkologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.