Abstract
Background
The ‘German Consortium for Hereditary Breast and Ovarian Cancer’ (GC-HBOC) offers women with a family history of breast and ovarian cancer genetic counseling. The aim of this modeling study was to evaluate the cost-effectiveness of genetic testing for BRCA 1/2 in women with a high familial risk followed by different preventive interventions (intensified surveillance, risk-reducing bilateral mastectomy, risk-reducing bilateral salpingo-oophorectomy, or both mastectomy and salpingo-oophorectomy) compared to no genetic test.
Methods
A Markov model with a lifelong time horizon was developed for a cohort of 35-year-old women with a BRCA 1/2 mutation probability of ≥ 10%. The perspective of the German statutory health insurance (SHI) was adopted. The model included the health states ‘well’ (women with increased risk), ‘breast cancer without metastases’, ‘breast cancer with metastases’, ‘ovarian cancer’, ‘death’, and two post (non-metastatic) breast or ovarian cancer states. Outcomes were costs, quality of life years gained (QALYs) and life years gained (LYG). Important data used for the model were obtained from 4380 women enrolled in the GC-HBOC.
Results
Compared with the no test strategy, genetic testing with subsequent surgical and non-surgical treatment options provided to women with deleterious BRCA 1 or 2 mutations resulted in additional costs of €7256 and additional QALYs of 0,43 (incremental cost-effectiveness ratio of €17,027 per QALY; cost per LYG: €22,318). The results were robust in deterministic and probabilistic sensitivity analyses.
Conclusion
The provision of genetic testing to high-risk women with a BRCA1 and two mutation probability of ≥ 10% based on the individual family cancer history appears to be a cost-effective option for the SHI.
Similar content being viewed by others
References
Luengo-Fernandez, R., Leal, J., Gray, A., Sullivan, R.: Economic burden of cancer across the European Union: a population-based cost analysis. Lancet Oncol. 14(12), 1165–1174 (2013)
Kuchenbaecker, K.B., Hopper, J.L., Barnes, D.R., Phillips, K.A., Mooij, T.M., Roos-Blom, M.J., Jervis, S., van Leeuwen, F.E., Milne, R.L., Andrieu, N., Goldgar, D.E., Terry, M.B., Rookus, M.A., Easton, D.F., Antoniou, A.C, McGuffog, L., Evans, D.G., Barrowdale, D., Frost, D., Adlard, J., Ong, K.R., Izatt, L., Tischkowitz, M., Eeles, R., Davidson, R., Hodgson, S., Ellis, S., Nogues, C., Lasset, C., Stoppa-Lyonnet, D., Fricker, J.P., Faivre, L., Berthet, P., Hooning, M.J., van der Kolk, L.E., Kets, C.M., Adank, M.A., John, E.M., Chung, W.K., Andrulis, I.L., Southey, M., Daly, M.B., Buys, S.S., Osorio, A., Engel, C., Kast, K., Schmutzler, R.K., Caldes, T., Jakubowska, A., Simard, J., Friedlander, M.L., McLachlan, S.A., Machackova, E., Foretova, L., Tan, Y.Y., Singer, C.F., Olah, E., Gerdes, A.M., Arver, B., Olsson, H., BRCA1 and BRCA2 Cohort Consortium: Risks of breast, ovarian, and contralateral breast cancer for BRCA1 and BRCA2 mutation carriers. JAMA 317(23), 2402–2416 (2017)
Meindl, A., Ditsch, N., Kast, K., Rhiem, K., Schmutzler, R.K.: Hereditary breast and ovarian cancer: new genes, new treatments, new concepts. Dtsch. Arztebl. Int. 108(19), 323–330 (2011). https://doi.org/10.3238/arztebl.2011.0323
Kast, K., Wimberger, P., Arnold, N.: Changes in classification of genetic variants in BRCA1 and BRCA2. Arch. Gynecol. Obstet. 297(2), 279–280 (2018)
Leitlinienprogramm Onkologie der AWMF, Deutschen Krebsgesellschaft e.V. und Deutschen Krebshilfe e.V. Interdisziplinäre S3-Leitlinie für die Diagnostik, Therapie und Nachsorge des Mammakarzinoms (2017). https://www.awmf.org/leitlinien/detail/ll/032-045OL.html. Accessed 15 Jan 2019
Müller, D., Danner, M., Rhiem, K., Stollenwerk, B., Engel, C., Rasche, L., Borsi, L., Schmutzler, R., Stock, S.: Cost-effectiveness of different strategies to prevent breast and ovarian cancer in German women with a BRCA 1 or 2 mutation. Eur. J. Health Econ. 19(3), 341–353 (2017). https://doi.org/10.1007/s10198-017-0887-5
Institute for Quality and Efficiency in Health Care. General Methods 5.0. Cologne, Germany (2017)
Kast, K., Rhiem, K., Wappenschmidt, B., Hahnen, E., Hauke, J., Bluemcke, B., Zarghooni, V., Herold, N., Ditsch, N., Kiechle, M., Braun, M., Fischer, C., Dikow, N., Schott, S., Rahner, N., Niederacher, D., Fehm, T., Gehrig, A., Mueller-Reible, C., Arnold, N., Maass, N., Borck, G., de Gregorio, N., Scholz, C., Auber, B., Varon-Manteeva, R., Speiser, D., Horvath, J., Lichey, N., Wimberger, P., Stark, S., Faust, U., Weber, B.H., Emons, G., Zachariae, S., Meindl, A., Schmutzler, R.K., Engel, C.: German Consortium for Hereditary Breast and Ovarian Cancer (GC-HBOC). Prevalence of BRCA1/2 germline mutations in 21 401 families with breast and ovarian cancer. J. Med. Genet. 53(7), 465–471 (2016)
Trujillano, D., Weiss, M.E., Schneider, J., Köster, J., Papachristos, E.B., Saviouk, V., Zakharkina, T., Nahavandi, N., Kovacevic, L., Rolfs, A.: Next-generation sequencing of the BRCA1 and BRCA2 genes for the genetic diagnostics of hereditary breast and/or ovarian cancer. J. Mol. Diagn. 17(2), 162–170 (2015). https://doi.org/10.1016/j.jmoldx.2014.11.004
Wassermann, K., Rhiem, K., Schmutzler, R.K.: Impact of anxiety and personality factors on the intention for preventive measures in BRCA1/2 mutation carriers: Results of a prospective cohort study. Submitted to Cancer Medicine (under review; manuscript ID: CAM4-2018-06-1548) (2018)
Paepke, S., Schwarz-Boeger, U., von Minckwitz, G., Schultz-Zehden, B., Kaufmann, M., Beck, H.: Early breast cancer detection in Germany—knowledge and acceptance among the female population. Dtsch. Arztebl. 98(34–35), A-2178/B-1849/C-1741 (2001)
Engel, C., Fischer, C., Zachariae, S., Bucksch, K., Rhiem, K., Giesecke, J., Herold, N., Wappenschmidt, B., Hübbel, V., Maringa, M., Reichstein-Gnielinski, S., Hahnen, E., Bartram, C.R., Dikow, N., Schott, S., Speiser, D., Horn, D., Fallenberg, E.M., Kiechle, M., Quante, A.S., Vesper, A.S., Fehm, T., Mundhenke, C., Arnold, N., Leinert, E., Just, W., Siebers-Renelt, U., Weigel, S., Gehrig, A., Wöckel, A., Schlegelberger, B., Pertschy, S., Kast, K., Wimberger, P., Briest, S., Loeffler, M., Bick, U.,. Schmutzler, R.K.: Breast cancer risk in BRCA1/2 mutation carriers and high-risk non-carriers: 3 a prospective cohort study. Int. J. Cancer (submitted, Ref.: IJC-18-3386)
Chen, T., Jansen, L., Gondos, A., Emrich, K., Holleczek, B., Katalinic, A., Luttmann, S., Meyer, M., Brenner, H.: GEKID Cancer Survival Working Group. Survival of ovarian cancer patients in Germany in the early 21st century: a period analysis by age, histology, laterality, and stage. Eur. J. Cancer Prev. 22(1), 59–67 (2013)
Cancer Research United Kingdom: Cancer Incidence for Common Cancers. The 10 Most Common Cancers in Females. Cancer Research United Kingdom, London (2012)
Federal Statistical Office of Germany. Life expectancy 2015 (2017). https://www.destatis.de/EN/FactsFigures/SocietyState/Population/Deaths/Deaths.html. Accessed 15 Jan 2019
Land, L.H., Dalton, S.O., Jensen, M.B., Ewertz, M.: Impact of comorbidity on mortality: a cohort study of 62,591 Danish women diagnosed with early breast cancer, 1990–2008. Breast Cancer Res. Treat. 131(3), 1013–1020 (2012)
Litière, S., Werutsky, G., Fentiman, I.S., Rutgers, E., Christiaens, M.R., Van Limbergen, E., Baaijens, M.H., Bogaerts, J., Bartelink, H.: Breast conserving therapy versus mastectomy for stage I-II breast cancer: 20 year follow-up of the EORTC 10801 phase 3 randomised trial. Lancet Oncol. 13(4), 412–419 (2012)
Domchek, S.M., Friebel, T.M., Singer, C.F., Evans, D.G., Lynch, H.T., Isaacs, C., Garber, J.E., Neuhausen, S.L., Matloff, E., Eeles, R., Pichert, G., Van t’veer, L., Tung, N., Weitzel, J.N., Couch, F.J., Rubinstein, W.S., Ganz, P.A., Daly, M.B., Olopade, O.I., Tomlinson, G., Schildkraut, J., Blum, J.L., Rebbeck, T.R.: Association of risk-reducing surgery in BRCA1 or BRCA2 mutation carriers with cancer risk and mortality. JAMA 304(9), 967–975 (2010)
Holleczek, B., Brenner, H.: Trends of population-based breast cancer survival in Germany and the US: decreasing discrepancies, but persistent survival gap of elderly patients in Germany. BMC Cancer. 28(12), 317 (2012). https://doi.org/10.1186/1471-2407-12-317
Rebbeck, T.R., Friebel, T., Lynch, H.T., Neuhausen, S.L., van ‘t Veer, L., Garber, J.E., Evans, G.R., Narod, S.A., Isaacs, C., Matloff, E., Daly, M.B., Olopade, O.I., Weber, B.L.: Bilateral prophylactic mastectomy reduces breast cancer risk in BRCA1 and BRCA2 mutation carriers: the PROSE Study Group. J. Clin. Oncol. 22(6), 1055–1062 (2004)
Boughey, J.C., Hoskin, T.L., Degnim, A.C., Sellers, T.A., Johnson, J.L., Kasner, M.J., Hartmann, L.C., Frost, M.H.: Contralateral prophylactic mastectomy is associated with a survival advantage in high-risk women with a personal history of breast cancer. Ann. Surg. Oncol 17(10), 2702–2709 (2010)
Mavaddat, N., Peock, S., Frost, D., Ellis, S., Platte, R., Fineberg, E., Evans, D.G., Izatt, L., Eeles, R.A., Adlard, J., Davidson, R., Eccles, D., Cole, T., Cook, J., Brewer, C., Tischkowitz, M., Douglas, F., Hodgson, S., Walker, L., Porteous, M.E., Morrison, P.J., Side, L.E., Kennedy, M.J., Houghton, C., Donaldson, A., Rogers, M.T., Dorkins, H., Miedzybrodzka, Z., Gregory, H., Eason, J., Barwell, J., McCann, E., Murray, A., Antoniou, A.C., Easton, D.F.: EMBRACE.:Cancer risks for BRCA1 and BRCA2 mutation carriers: results from prospective analysis of EMBRACE. J. Natl. Cancer Inst. 105(11), 812–822 (2013)
Sullivan, P.W., Lawrence, W.F., Ghushchyan, V.: A national catalog of preference-based scores for chronic conditions in the United States. Med. Care 43, 736–749 (2005)
Grann, V.R., Patel, P., Bharthuar, A., Jacobson, J.S., Warner, E., Anderson, K., Warner, E., Tsai, W.Y., Hill, K.A., Neugut, A.I., Hershman, D.: Breast cancer-related preferences among women with and without BRCA mutations. Breast Cancer Res. Treat. 119(1), 177–184 (2010)
Grann, V.R., Jacobson, J.S., Sundararajan, V., Albert, S.M., Troxel, A.B., Neugut, A.I.: The quality of life associated with prophylactic treatments for women with BRCA1/2 mutations. Cancer J. Sci. Am. 5(5), 283–292 (1999)
Peasgood, T., Ward, S.E., Brazier, J.: Health-state utility values in breast cancer. Expert Rev. Pharmacoecon. Outcomes Res. 10(5), 553–566 (2010)
Havrilesky, L.J., Broadwater, G., Davis, D.M., Nolte, K.C., Barnett, J.C., Myers, E.R., Kulasingam, S.: Determination of quality of life-related utilities for health states relevant to ovarian cancer diagnosis and treatment. Gynecol. Oncol. 113(2), 216–220 (2009)
Ara, R., Wailoo, A.: Using health state utility values in models exploring the cost-effectiveness of health technologies. Value Health 15(6), 971–974 (2012)
German Consortium for Hereditary Breast and Ovarian Cancer (2017). http://www.krebshilfe.de/wir-helfen/adressen/familiaerer-krebs/brustkrebszentren.html. Accessed 15 Jan 2019
Heemskerk-Gerritsen, B.A., Seynaeve, C., van Asperen, C.J., Ausems, M.G., Collée, J.M., van Doorn, H.C., Gomez Garcia, E.B., Kets, C.M., van Leeuwen, F.E., Meijers-Heijboer, H.E., Mourits, M.J., van Os, T.A., Vasen, H.F., Verhoef, S., Rookus, M.A., Hooning, M.J., Hereditary Breast and Ovarian Cancer Research Group Netherlands: Breast cancer risk after salpingo-oophorectomy in healthy BRCA1/2 mutation carriers: revisiting the evidence for risk reduction. J Natl Cancer Inst 107(5) (2015)
DRG-Webgrouper. http://drg.uni-muenster.de. Accessed 15 Jan 2019
Inwald, E.C., Ortmann, O., Zeman, F., Koller, M., Hofstädter, F., Gerstenhauer, M., Klinkhammer-Schalke, M.: Guideline concordant therapy prolongs survival in HER2-positive breast cancer patients: results from a large population-based cohort of a cancer registry. Biomed. Res. Int. 2014, 137304 (2014). https://doi.org/10.1155/2014/137304
DeKoven, M., Bonthapally, V., Jiao, X., Ganguli, A., Pathak, P., Lee, W.C., Ray, S.: Treatment pattern by hormone receptors and HER2 status in patients with metastatic breast cancer in the UK, Germany, France, Spain and Italy (EU-5): results from a physician survey. J. Comp. Eff. Res. 1(5), 453–463 (2012). https://doi.org/10.2217/cer.12.43
Dawood, S.: Triple-negative breast cancer: epidemiology and management options. Drugs 70(17), 2247–2258 (2010)
Hess, K.R., Esteva, F.J.: Effect of HER2 status on distant recurrence in early stage breast cancer. Breast Cancer Res. Treat. 137(2), 449–455 (2013)
Lauer-Taxe. https://www.cgm.com/lauer-fischer/loesungen_lf/lauer_taxe_lf/lauer_taxe_download_lf/lauer_taxe_download.de.jsp. Accessed 15 Jan 2019
Schrauder, M.G., Brunel-Geuder, L., Häberle, L., Wunderle, M., Hoyer, J., Reis, A., Schulz-Wendtland, R., Beckmann, M.W., Lux, M.P.: Cost-effectiveness of risk-reducing surgeries in preventing hereditary breast and ovarian cancer. Breast 32, 186–191 (2017)
Lux, M.P., Reichelt, C., Karnon, J., Tanzer, T.D., Radosavac, D., Fasching, P.A., Beckmann, M.W., Thiel, F.C.: Cost benefit analysis of endocrine therapy in the adjuvant setting for postmenopausal patients with hormone receptor-positive breast cancer, based on survival data and future prices for generic drugs in the context of the german health care system. Breast Care 6, 381e9 (2011)
Dufresne, A., Pivot, X., Tournigand, C., Facchini, T., Altweegg, T., Chaigneau, L., De Gramont, A.: Impact of chemotherapy beyond the first line in patients with metastatic breast cancer. Breast Cancer Res. Treat. 107(2), 275–279 (2008)
Federal Statistical Office Germany (DESTATIS). Medical expenses (Germany) (2015). https://www-genesis.destatis.de/genesis/online/link/tabelleErgebnis/23631-0002. Accessed 15 Jan 2019
Richards, S., Aziz, N., Bale, S., Bick, D., Das, S., Gastler-Foster, J.: Standards and guidelines for the interpretation of sequence variants: a joint consensus recommendation of the American College of Medical Genetics and Genomics and the Association for Molecular Pathology. Genet Med 17(5), 405–424 (2015)
Rhiem, K., Engel, C., Graeser, M., Zachariae, S., Kast, K., Kiechle, M., Ditsch, N., Janni, W., Mundhenke, C., Golatta, M., Varga, D., Preisler-Adams, S., Heinrich, T., Bick, U., Gadzicki, D., Briest, S., Meindl, A., Schmutzler, R.K.: The risk of contralateral breast cancer in patients from BRCA1/2 negative high risk families as compared to patients from BRCA1 or BRCA2 positive families: a retrospective cohort study. Breast Cancer Res. 14(6), R156 (2012)
van den Broek, A.J., van ‘t Veer, L.J., Hooning, M.J., Cornelissen, S., Broeks, A., Rutgers, E.J., Smit, V.T., Cornelisse, C.J., van Beek, M., Janssen-Heijnen, M.L., Seynaeve, C., Westenend, P.J., Jobsen, J.J., Siesling, S., Tollenaar, R.A., van Leeuwen, F.E., Schmidt, M.K.: Impact of age at primary breast cancer on contralateral breast cancer risk in BRCA1/2 mutation carriers. J. Clin. Oncol. 34(5), 409–418 (2016)
Pierce, L.J., Levin, A.M., Rebbeck, T.R., Ben-David, M.A., Friedman, E., Solin, L.J., Harris, E.E., Gaffney, D.K., Haffty, B.G., Dawson, L.A., Narod, S.A., Olivotto, I.A., Eisen, A., Whelan, T.J., Olopade, O.I., Isaacs, C., Merajver, S.D., Wong, J.S., Garber, J.E., Weber, B.L.: Ten-year multi-institutional results of breast-conserving surgery and radiotherapy in BRCA1/2-associated stage I/II breast cancer. J. Clin. Oncol. 24(16), 2437–2443 (2006)
Domchek, S.M., Jhaveri, K., Patil, S., Stopfer, J.E., Hudis, C., Powers, J., Stadler, Z., Goldstein, L., Kauff, N., Khasraw, M., Offit, K., Nathanson, K.L., Robson, M.: Risk of metachronous breast cancer after BRCA mutation-associated ovarian cancer. Cancer 119(7), 1344–1348 (2013)
Chai, X., Friebel, T.M., Singer, C.F., Evans, D.G., Lynch, H.T., Isaacs, C., Garber, J.E., Neuhausen, S.L., Matloff, E., Eeles, R., Tung, N., Weitzel, J.N., Couch, F.J., Hulick, P.J., Ganz, P.A., Daly, M.B., Olopade, O.I., Tomlinson, G., Blum, J.L., Domchek, S.M., Chen, J., Rebbeck, T.R.: Use of risk-reducing surgeries in a prospective cohort of 1,499 BRCA1 and BRCA2 mutation carriers. Breast Cancer Res. Treat. 148(2), 397–406 (2014)
Cappelli, M., Surh, L., Humphreys, L., Verma, S., Logan, D., Hunter, A., Allanson, J.: Measuring women’s preferences for breast cancer treatments and BRCA1/BRCA2 testing. Qual. Life Res. 10(7), 595–607 (2001)
Puhan, M.A., Schünemann, H.J., Wong, E., Griffith, L., Guyatt, G.H.: The standard gamble showed better construct validity than the time trade-off. J. Clin. Epidemiol. 60(10), 1029–1033 (2007)
den Heijer, M., Seynaeve, C., Timman, R., Duivenvoorden, H.J., Vanheusden, K., Tilanus-Linthorst, M., Menke-Pluijmers, M.B., Tibben, A.: Body image and psychological distress after prophylactic mastectomy and breast reconstruction in genetically predisposed women: a prospective long-term follow-up study. Eur. J. Cancer 48(9), 1263–1268 (2012)
den Heijer, M., Seynaeve, C., Vanheusden, K., Timman, R., Duivenvoorden, H.J., Tilanus-Linthorst, M., Menke-Pluijmers, M.B., Tibben, A.: Long-term psychological distress in women at risk for hereditary breast cancer adhering to regular surveillance: a risk profile. Psychooncology 22(3), 598–604 (2013)
Hooker, G.W., King, L., Vanhusen, L., Graves, K., Peshkin, B.N., Isaacs, C., Taylor, K.L., Poggi, E., Schwartz, M.D.: Long-term satisfaction and quality of life following risk reducing surgery in BRCA1/2 mutation carriers. Hered. Cancer Clin. Pract. 12(1), 9 (2014)
Nyman, J.A.: Should the consumption of survivors be included as a cost in cost-utility analysis? Health Econ. 13(5), 417–427 (2004)
Holland, M.L., Huston, A., Noyes, K.: Cost-effectiveness of testing for breast cancer susceptibility genes. Value Health 12(2), 207–216 (2009)
National Institute for Health and Care Excellence (NICE). Familial breast cancer: Classification and care of people at risk of familial breast cancer and management of breast cancer and related risks in people with a family history of breast cancer (2015). https://www.nice.org.uk/guidance/cg164/evidence/cg164-familial-breast-cancer-full-guideline. Accessed 15 Jan 2019
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The analysis was a part of the More-Risk Study, an evaluation of the economical, legal, ethical, and risk-communicative implications of a risk-adapted screening strategy to detect mamma- and ovarian cancer. The More-Risk Study was funded by the “Federal Ministry of Education and Research” (NKP-332-019).
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Müller, D., Danner, M., Schmutzler, R. et al. Economic modeling of risk-adapted screen-and-treat strategies in women at high risk for breast or ovarian cancer. Eur J Health Econ 20, 739–750 (2019). https://doi.org/10.1007/s10198-019-01038-1
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10198-019-01038-1