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A probability model for predicting BRCA1 and BRCA2 mutations in breast and breast-ovarian cancer families
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  • Regular Article
  • Open access
  • Published: 27 February 2001

A probability model for predicting BRCA1 and BRCA2 mutations in breast and breast-ovarian cancer families

  • P Vahteristo1,
  • H Eerola1,2,
  • A Tamminen1,
  • C Blomqvist2,3 &
  • …
  • H Nevanlinna1 

British Journal of Cancer volume 84, pages 704–708 (2001)Cite this article

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Abstract

Germline mutations in BRCA1 and BRCA2 genes predispose to hereditary breast and ovarian cancer. Our aim was to find associations between the clinical characteristics and positive mutation status in 148 breast cancer families in order to predict the probability of finding a BRCA mutation in a family. Several factors were associated with mutations in univariate analysis, whereas in multivariate analysis (logistic regression with backward selection) only the age of the youngest breast cancer patient and the number of ovarian cancer cases in a family were independent predictors of BRCA mutations. A logistic model was devised to estimate the probability for a family of harbouring a mutation in either BRCA1 or BRCA2. Altogether, 63 out of 148 families (43%) and 28 out of 29 (97%) mutation carrier families obtained probabilities over 10%. The mean probability was 55% for mutation-positive families and 11% for mutation-negative families. The models by Couch et al (1997) and Shattuck-Eidens et al (1997) previously designed for BRCA1 were also tested for their applicability to distinguish carrier families with mutations in either gene. The probability model should be a useful tool in genetic counselling and focusing the mutation analyses, and thus increasing also the cost-effectiveness of the genetic screening. © 2001 Cancer Research Campaign

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  • 16 November 2011

    This paper was modified 12 months after initial publication to switch to Creative Commons licence terms, as noted at publication

References

  • Berry DA, Parmigiani G, Sanchez J, Schildkraut J and Winer E (1997) Probability of carrying a mutation of breast-ovarian cancer gene BRCA1 based on family history. J Natl Cancer Inst 89: 227–238

    Article  CAS  PubMed  Google Scholar 

  • Breast Cancer Information Core,

  • Breast Cancer Linkage Consortium (1997) Pathology of familial breast cancer: differences between breast cancers in carriers of BRCA1 or BRCA2 mutations and sporadic cases. Lancet 349: 1505–1510

  • Chang-Claude J, Becher H, Caligo M, Eccles D, Evans G, Haites N, Hodgson S, Moller P, Weber BH and Stoppa-Lyonnet D (1999) Risk estimation as a decision-making tool for genetic analysis of the breast cancer susceptibility genes. EC demonstration project on familial breast cancer. Disease Markers 15: 53–65

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Couch FJ, DeShano L, Blackwood MA, Calzone K, Stopher J, Campeau L, Ganguly A, Rebbeck T and Weber BL (1997) BRCA1 mutations in women attending clinics that evaluate the risk of breast cancer. N Engl J Med 336: 1409–1415

    Article  CAS  PubMed  Google Scholar 

  • Eerola H, Blomqvist C, Pukkala E, Pyrhönen S and Nevanlinna H (2000) Familial breast cancer in southern Finland: How prevalent are breast cancer families and can we trust the family history reported by the patient?. Eur J Cancer 36: 1143–1148

    Article  CAS  PubMed  Google Scholar 

  • Fodor FH, Weston A, Bleiweiss IJ, McCurdy LD, Walsh MM, Tartter PI, Brower ST and Eng CM (1998) Frequency and carrier risk associated with common BRCA1 and BRCA2 mutations in Ashkenazi Jewish breast cancer patients. Am J Hum Genet 63: 45–51

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Ford D, Easton DF, Stratton M, Narod S, Goldgar D, Devilee P, Bishop DT, Weber B, Lenoir G, Chang-Claude J, Sobol H, Teare MD, Struewing J, Arason A, Scherneck S, Peto J, Rebbeck TR, Tonin P, Neuhausen S, Barkardottir R, Eyfjord J, Lynch H, Ponder BA, Gayther SA, Birch JM, Lindblom A, Stoppa-Lyonnet D, Bignon Y, Borg A, Hamann U, Haites N, Scott RJ, Maugard CM, Vasen H, Seitz S, Cannon-Albright LA, Schofield A and Zelada-Hedman M the Breast Cancer Linkage Consortium (1998) Genetic heterogeneity and penetrance analysis of the BRCA1 and BRCA2 genes in breast cancer families. Am J Hum Genet 62: 676–689

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Foulkes WD, Brunet JS, Warner E, Goodwin PJ, Meschino W, Narod SA, Goss PE and Glendon G (1999) The importance of a family history of breast cancer in predicting the presence of a BRCA mutation. Am J Hum Genet 65: 1776–1779

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Friedman LS, Szabo CI, Ostermeyer EA, Dowd P, Butler L, Park T, Lee MK, Goode EL, Rowell SE and King MC (1995) Novel inherited mutations and variable expressivity of BRCA1 alleles, including the founder mutation 185delAG in Ashkenazi Jewish families. Am J Hum Genet 57: 1284–1297

    CAS  PubMed  PubMed Central  Google Scholar 

  • Gayther SA, Mangion J, Russell P, Seal S, Barfoot R, Ponder BA and Stratton MR (1997) Variation of risks of breast and ovarian cancer associated with different germline mutations of the BRCA2 gene. Nat Genet 15: 103–105

    Article  CAS  PubMed  Google Scholar 

  • Goelen G, Teugels E, Bonduelle M, Neyns B and De Greve J (1999) High frequency of BRCA1/2 germline mutations in 42 Belgian families with a small number of symptomatic subjects. J Med Genet 36: 304–308

    CAS  PubMed  PubMed Central  Google Scholar 

  • Håkansson S, Johansson O, Johansson U, Sellberg G, Loman N, Gerdes AM, Holmberg E, Dahl N, Pandis N, Kristoffersson U, Olsson H and Borg A (1997) Moderate frequency of BRCA1 and BRCA2 germ-line mutations in Scandinavian familial breast cancer. Am J Hum Genet 60: 1068–1078

    PubMed  PubMed Central  Google Scholar 

  • Hodgson SV, Heap E, Cameron J, Ellis D, Mathew CG, Eeles RA, Solomon E and Lewis CM (1999) Risk factors for detecting germline BRCA1 and BRCA2 founder mutations in Ashkenazi Jewish women with breast or ovarian cancer. J Med Genet 36: 369–373

    CAS  PubMed  PubMed Central  Google Scholar 

  • Hogervorst FB, Cornelis RS, Bout M, van Vliet M, Oosterwijk JC, Olmer R, Bakker B, Klijn JG, Vasen HF and Meijers-Heijboer H (1995) Rapid detection of BRCA1 mutations by the protein truncation test. Nat Genet 10: 208–212

    Article  CAS  PubMed  Google Scholar 

  • Hopper JL and Jenkins MA (1999) Modelling the probability that Ashkenazi Jewish women carry a founder mutation in BRCA1 or BRCA2. Am J Hum Genet 65: 1771–1776

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Hopper JL, Southey MC, Dite GS, Jolley DJ, Giles GG, McCredie MRE, Easton DF and Venter DJ (1999) Population-based estimate of the average age-specific cumulative risk of breast cancer for a defined set of protein-truncating mutations in BRCA1 and BRCA2. Cancer Epidemiol Biomarker Prevent 8: 741–747

    CAS  Google Scholar 

  • Huusko P, Pääkkönen K, Launonen V, Pöyhönen M, Blanco G, Kauppila A, Puistola U, Kiviniemi H, Kujala M, Leisti J and Winqvist R (1998) Evidence for founder mutations in Finnish BRCA1 and BRCA2 families. Am J Hum Genet 62: 1544–1548

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Kainu T, Juo SH, Desper R, Schäffer AA, Gillanders E, Rozenblum E, Freas-Lutz D, Weaver D, Stephan D, Bailey-Wilson J, Kallioniemi OP, Tirkkonen M, Syrjäkoski K, Kuukasjärvi T, Koivisto P, Karhu R, Holli K, Arason A, Johannesdottir G, Bergthorsson JT, Johannsdottir H, Egilsson V, Barkardottir RB, Johansson O, Haraldsson K, Sandberg T, Holmberg E, Grönberg H, Olsson H, Borg Å, Vehmanen P, Eerola H, Heikkilä P, Pyrhönen S and Nevanlinna H (2000) Somatic deletions in hereditary breasty cancers implicate 13q21 as a putative novel breast cancer susceptibility locus. Proc Natl Acad Sci USA 97: 9603–9608

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Ligtenberg MJ, Hogervorst FB, Willems HW, Arts PJ, Brink G, Hageman S, Bosgoed EA, Van der Looij E, Rookus MA, Devilee P, Vos EM, Wigbout G, Struycken PM, Menko FH, Rutgers EJ, Hoefsloot EH, Mariman EC, Brunner HG and Van’t Veer LJ (1999) Characteristics of small breast and/or ovarian cancer families with germline mutations in BRCA1 and BRCA2. Br J Cancer 79: 1475–1478

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Malone KE, Daling JR, Thompson JD, O’Brien CA, Francisco LV and Ostrander EA (1998) BRCA1 mutations and breast cancer in the general population: analyses in women before age 35 years and in women before age 45 years with first-degree family history. JAMA 279: 922–929

    Article  CAS  PubMed  Google Scholar 

  • Parmigiani G, Berry DA and Aguilar O (1998) Determining carrier probabilities for breast cancer susceptibility genes BRCA1 and BRCA2. Am J Hum Genet 62: 145–158

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Peelen T, van Vliet M, Petrij-Bosch A, Mieremet R, Szabo C, van den Ouweland AM, Hogervorst F, Brohet R, Ligtenberg MJ, Teugels E, van der Luijt R, van der Hout AH, Gille JJ, Pals G, Jedema I, Olmer R, van Leeuwen I, Newman B, Plandsoen M, van der Est M, Brink G, Hageman S, Arts PJ, Bakker MM and Devilee P (1997) A high proportion of novel mutations in BRCA1 with strong founder effects among Dutch and Belgian hereditary breast and ovarian cancer families. Am J Hum Genet 60: 1041–1049

  • Peto J, Collins N, Barfoot R, Seal S, Warren W, Rahman N, Easton DF, Evans C, Deacon J and Stratton MR (1999) Prevalence of BRCA1 and BRCA2 gene mutations in patients with early-onset breast cancer. J Natl Cancer Inst 91: 943–9

    Article  CAS  PubMed  Google Scholar 

  • Rebbeck TR, Couch FJ, Kant J, Calzone K, DeShano M, Peng Y, Chen K, Garber JE and Weber BL (1996) Genetic heterogeneity in hereditary breast cancer: role of BRCA1 and BRCA2. Am J Hum Genet 59: 547–553

    CAS  PubMed  PubMed Central  Google Scholar 

  • Sarantaus L, Huusko P, Eerola H, Launonen V, Vehmanen P, Rapakko K, Gillanders E, Syrjäkoski K, Kainu T, Vahteristo P, Krahe R, Pääkkönen K, Hartikainen J, Blomqvist C, Löppönen T, Holli K, Ryynänen M, Butzow R, Borg A, Wasteson AB, Holmberg E, Mannermaa A, Kere J, Kallioniemi O-P, Winqvist R and Nevanlinna Heli (2000) Multiple founder effects and geographical clustering of BRCA1 and BRCA2 families in Finland. Eur J Hum Genet 8: 757–763

    Article  CAS  PubMed  Google Scholar 

  • Serova OM, Mazoyer S, Puget N, Dubois V, Tonin P, Shugart YY, Goldgar D, 1 Narod SA, Lynch HT and Lenoir GM (1997) Mutations in BRCA1 and BRCA2 in breast cancer families: are there more breast cancer-susceptibility genes?. Am J Hum Genet 60: 486–495

    CAS  PubMed  PubMed Central  Google Scholar 

  • Shattuck-Eidens D, Oliphant A, McClure M, McBride C, Gupte J, Rubano T, Pruss D, Tavtigian SV, Teng DH, Adey N, Staebell M, Gumpper K, Lundstrom R, Hulick M, Kelly M, Holmen J, Lingenfelter B, Manley S, Fujimura F, Luce M, Ward B, Cannon-Albright L, Steele L, Offit K, Gilewski T, Norton L, Brown K, Schulz C, Hampel H, Schluger A, Giulotto E, Zoli W, Ravaioli A, Nevanlinna H, Pyrhonen S, Rowley P, Loader S, Osborne MP, Daly M, Tepler I, Weinstein PL, Scalia JL, Michaelson R, Scott RJ, Radice P, Pierotti MA, Garber JE, Isaacs C, Peshkin B, Lippman ME, Dosik MH, Caligo MA, Greenstein RM, Pilarski R, Weber B, Burgemeister R, Frank TS, Skolnick MH and Thomas A (1997) BRCA1 sequence analysis in women with high risk for susceptibility mutations: risk factor analysis and implications for genetic testing. JAMA 278: 1242–1250

    Article  CAS  PubMed  Google Scholar 

  • Struewing JP, Hartge P, Wacholder S, Baker SM, Berlin M, McAdams M, Timmerman MM, Brody LC and Tucker MA (1997) The risk of cancer associated with specific mutations of BRCA1 and BRCA2 among Ashkenazi Jews. N Engl J Med 336: 1401–1408

    Article  CAS  PubMed  Google Scholar 

  • Syrjäkoski K, Vahteristo P, Eerola H, Tamminen A, Kivinummi K, Sarantaus L, Holli K, Blomqvist C, Kainu T and Nevanlinna H (2000) Population-based study of BRCA1 and BRCA2 mutations in 1035 unselected Finnish breast cancer patients. J Natl Cancer Inst 92: 1529–1531

    Article  PubMed  Google Scholar 

  • Szabo CI and King MC (1997) Population genetics of BRCA1 and BRCA2. Am J Hum Genet 60: 1013–1020

    CAS  PubMed  PubMed Central  Google Scholar 

  • Thorlacius S, Struewing JP, Hartge P, Olafsdottir GH, Sigvaldason H, Tryggvadottir L, Wacholder S, Tulinius H and Eyfjord JE (1998) Population-based study of risk of breast cancer in carriers of BRCA2 mutation. Lancet 352: 1337–1339

    Article  CAS  PubMed  Google Scholar 

  • Vehmanen P, Friedman LS, Eerola H, Sarantaus L, Pyrhönen S, Ponder BAJ, Muhonen T and Nevanlinna H (1997a) A low proportion of BRCA2 mutations in Finnish breast cancer families. Am J Hum Genet 60: 1050–1058

    CAS  PubMed  PubMed Central  Google Scholar 

  • Vehmanen P, Friedman LS, Eerola H, McClure M, Ward B, Sarantaus L, Kainu T, Syrjakoski K, Pyrhonen S, Kallioniemi OP, Muhonen T, Luce M, Frank TS and Nevanlinna H (1997b) Low proportion of BRCA1 and BRCA2 mutations in Finnish breast cancer families: evidence for additional susceptibility genes. Hum Mol Genet 6: 2309–2315

    Article  CAS  PubMed  Google Scholar 

  • Warner E, Foulkes W, Goodwin P, Meschino W, Blondal J, Paterson C, Ozcelik H, Goss P, Allingham-Hawkins D, Hamel N, Di Prospero L, Contiga V, Serruya C, Klein M, Moslehi R, Honeyford J, Liede A, Glendon G, Brunet JS and Narod S (1999) Prevalence and penetrance of BRCA1 and BRCA2 gene mutations in unselected Ashkenazi Jewish women with breast cancer. J Natl Cancer Inst 91: 1241–1247

    Article  CAS  PubMed  Google Scholar 

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Authors and Affiliations

  1. Department of Obstetrics and Gynaecology, Helsinki University Central Hospital, PO Box 140, (Haartmaninkatu 2), FIN-00029, Finland

    P Vahteristo, H Eerola, A Tamminen & H Nevanlinna

  2. Department of Oncology, Helsinki University Central Hospital, PO Box 180, (Haartmaninkatu 4), FIN-00029, Finland

    H Eerola & C Blomqvist

  3. Department of Oncology, Uppsala University Hospital, Uppsala, S-75185, Sweden

    C Blomqvist

Authors
  1. P Vahteristo
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  2. H Eerola
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From twelve months after its original publication, this work is licensed under the Creative Commons Attribution-NonCommercial-Share Alike 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/3.0/

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Vahteristo, P., Eerola, H., Tamminen, A. et al. A probability model for predicting BRCA1 and BRCA2 mutations in breast and breast-ovarian cancer families. Br J Cancer 84, 704–708 (2001). https://doi.org/10.1054/bjoc.2000.1626

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  • Received: 26 June 2000

  • Revised: 13 November 2000

  • Accepted: 14 November 2000

  • Published: 27 February 2001

  • Issue date: 02 March 2001

  • DOI: https://doi.org/10.1054/bjoc.2000.1626

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Keywords

  • breast cancer
  • ovarian cancer
  • BRCA1
  • BRCA 2
  • mutation
  • probability model

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