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A Second-Stage Genome Scan for QTLs Influencing BMD Variation

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Abstract

Low bone mineral density (BMD) is a major risk factor for osteoporotic fracture. To identify genomic regions harboring quantitative trait loci (QTLs) contributing to BMD variation, we performed a two-stage genome screen. The first stage involved genotyping of a sample of 53 pedigrees with 630 individuals using 400 microsatellite markers spaced at approximately 10-cM intervals throughout the genome. Ten genomic regions with multi- and/or two-point LOD scores greater than 1.5 were observed. In the present second-stage study, 60 microsatellite markers, with a mean spacing of about 5 cM, were genotyped in these regions in an expanded sample of 79 pedigrees that contained 1816 subjects. Each pedigree was ascertained through a proband with extreme BMD at the hip or spine. BMD at the spine (L1–4), hip (the femoral neck, trochanter, and intertrochanteric region), and wrist (the ultradistal region) was measured by dual-energy X-ray absorptiometry (DXA) and was adjusted for age, sex, height, and weight. Two-point and multipoint linkage analyses were performed for each BMD site using statistical genetic methods that are implemented in the computer package SOLAR. Several regions (7q11, 10q26, 12q13, and 12q24) achieved LOD scores in excess of 1 in the second-stage followup study. The current results replicate some of our previous linkage findings and also highlight some of the difficulties facing microsatellite linkage mapping for complex human diseases.

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References

  1. HW Deng WM Chen T Conway Y Zhou KM Davies MR Stegman HY Deng RR Recker (2000) ArticleTitleDetermination of bone mineral density of the hip and spine in human pedigrees by genetic and life-style factors. Genet Epidemiol 19 160–177 Occurrence Handle10.1002/1098-2272(200009)19:2<160::AID-GEPI4>3.0.CO;2-H Occurrence Handle1:STN:280:DC%2BD3cvpsFCgsQ%3D%3D Occurrence Handle10962476

    Article  CAS  PubMed  Google Scholar 

  2. HW Deng JL Li J Li MK Davies RR Recker (1998) ArticleTitleHeterogeneity of bone mass density across skeletal sites and its clinical implications. J Clin Densitom 1 339–353 Occurrence Handle10.1385/JCD:1:4:339 Occurrence Handle1:STN:280:DC%2BD2cvgtFektQ%3D%3D Occurrence Handle15304880

    Article  CAS  PubMed  Google Scholar 

  3. HW Deng MR Stegman M Davies T Conway RR Recker (1999) ArticleTitleGenetic determination of peak bone mass (PBM) at hip and spine and common familiar environmental effects on bone qualities. J Clin Densitom 2 251–263 Occurrence Handle10.1385/JCD:2:3:251 Occurrence Handle1:STN:280:DC%2BD3c%2FhvVCktQ%3D%3D Occurrence Handle10548821

    Article  CAS  PubMed  Google Scholar 

  4. J Dequeker J Nijs A Verstraeten P Geusens G Gevers (1987) ArticleTitleGenetic determinants of bone mineral content at the spine and radius: A twin study. Bone 8 207–209 Occurrence Handle10.1016/8756-3282(87)90166-9 Occurrence Handle1:STN:280:BieC1czotFY%3D Occurrence Handle3446256

    Article  CAS  PubMed  Google Scholar 

  5. R Gueguen P Jouanny F Guillemin C Kuntz J Pourel G Siest (1995) ArticleTitleSegregation analysis and variance components analysis of bone mineral density in healthy families. J Bone Miner Res 10 2017–2022 Occurrence Handle1:STN:280:BymC1M3nt1A%3D Occurrence Handle8619384

    CAS  PubMed  Google Scholar 

  6. SW Slemeda JCC Christian CJ Williams JA Norton CC Johnston (1991) ArticleTitleGenetic determinants of bone mass in adult women: A reevaluation of the twin model and the potential importance of gene interaction on heritability estimates. J Bone Miner Res 6 561–567 Occurrence Handle1:STN:280:By6A287ovVI%3D Occurrence Handle1887818

    CAS  PubMed  Google Scholar 

  7. MR Sowers M Boehnke ML Jannausch M Crutchfield G Corton TL Burns (1992) ArticleTitleFamiliality and partitioning the variability of femoral bone mineral density in women of child-bearing age. Calcif Tissue Int 50 110–114 Occurrence Handle1:STN:280:By2B2c%2FksFc%3D Occurrence Handle1571827

    CAS  PubMed  Google Scholar 

  8. HW Deng G Levshits K Yakovenko FH Xu T Conway KM Davies HY Deng RR Recker (2002) ArticleTitleEvidence for a major gene for bone mineral density/content in human pedigrees idenfied via probands with extreme bone mineral density. Ann Hum Genet 66 61–74 Occurrence Handle10.1017/S0003480001008958 Occurrence Handle1:CAS:528:DC%2BD38XktlShsbY%3D Occurrence Handle12015001

    Article  CAS  PubMed  Google Scholar 

  9. G Livshits D Karasik O Pavlovsky E Kobyliansky (1999) ArticleTitleSegregation analysis reveals a major gene effect in compact and cancellous bone mineral density in two populations. Hum Biol 7 155–172

    Google Scholar 

  10. G Livshits D Karasik E Kobyliansky (2002) ArticleTitleComplex segregation analysis of the radiographic phalanges bone mineral density and their age-related changes. J Bone Miner Res 17 152–161 Occurrence Handle11771663

    PubMed  Google Scholar 

  11. SR Cummings JL Kelsey MC Nevitt KJ O’Dowd (1985) ArticleTitleEpidemiology of osteoporosis and osteoporotic fractures. Epidemiol Rev 7 178–208 Occurrence Handle1:STN:280:BimD3s%2FlsVI%3D Occurrence Handle3902494

    CAS  PubMed  Google Scholar 

  12. LJ Melton SH Kan MA Frye HW Wahner WM O’Fallon BL Riggs (1989) ArticleTitleEpidemiology of vertebral fractures in women. Am J Epidemiol 129 1000–1011 Occurrence Handle2784934

    PubMed  Google Scholar 

  13. DS Buist AZ Croix ParticleLa WE Barlow E White NS Weiss (2001) ArticleTitleBone mineral density and breast cancer risk in postmenopausal women. J Clin Epidemiol 54 417–422 Occurrence Handle10.1016/S0895-4356(00)00301-2 Occurrence Handle1:STN:280:DC%2BD3M3gvFaksA%3D%3D Occurrence Handle11297892

    Article  CAS  PubMed  Google Scholar 

  14. FL Lucas JA Cauley RA Stone SR Cummings MT Vogt JL Weissfeld LH Kuller (1998) ArticleTitleBone mineral density and risk of breast cancer: differences by family history of breast cancer. Am J Epidemiol 148 22–29 Occurrence Handle1:STN:280:DyaK1czis1GgsQ%3D%3D Occurrence Handle9663400

    CAS  PubMed  Google Scholar 

  15. Y Zhang DP Kiel BE Kreger LA Cupples RC Ellison JF Dorgan A Schatzkin D Levy DT Felson (1997) ArticleTitleBone mass and the risk of breast cancer among postmenopausal women. N Engl J Med 336 611–617 Occurrence Handle10.1056/NEJM199702273360903 Occurrence Handle1:STN:280:ByiC2s%2Fot1A%3D Occurrence Handle9032046

    Article  CAS  PubMed  Google Scholar 

  16. JM Zmuda JA Cauley BM Ljung DC Bauer SR Commings LH Kuller (2001) ArticleTitleBone mass and breast cancer risk in old women: differences by stage at diagnosis. J Natl Cancer Inst 93 930–936 Occurrence Handle10.1093/jnci/93.12.930 Occurrence Handle1:STN:280:DC%2BD3Mzlt1Wgsw%3D%3D

    Article  CAS  Google Scholar 

  17. HW Deng FH Xu QY Huang H Shen HY Deng T Conway YJ Liu YZ Liu JL Li HT Zhang KM Davies RR Recker (2002) ArticleTitleA whole-genome linkage scan suggests several genomic regions potentially containing quantitative trait loci for Osteoporosis. J Clin Endocrinol Metab 87 5151–5159 Occurrence Handle10.1210/jc.2002-020474 Occurrence Handle1:CAS:528:DC%2BD38Xos1ynt7s%3D Occurrence Handle12414886

    Article  CAS  PubMed  Google Scholar 

  18. HK Genant S Gramp CC Gluer KG Faulkner M Jergas K Engelke S Hagiwara C Kuijk ParticleVan (1994) ArticleTitleUniversal standardization for dual X-ray absorptiometry: patient and phantom cross-calibration results. J Bone Miner Res 9 1503–1514 Occurrence Handle1:STN:280:ByqC3MjlsFY%3D Occurrence Handle7817795

    CAS  PubMed  Google Scholar 

  19. RR Recker J Lappe K Davies K Heaney (2000) ArticleTitleCharacterization of perimenopausal bone loss: a perspective study. J Bone Miner Res 16 1965–1973

    Google Scholar 

  20. JL Li HY Deng DB Lai F Xu J Chen G Gao RR Recker HW Deng (2001) ArticleTitleTowards high-throughput genotyping: A dynamic and automatic software for manipulating large-scale genotype data using fluorescently labeled dinucleotide markers. Genome Res 11 1304–1314 Occurrence Handle10.1101/gr.159701 Occurrence Handle1:CAS:528:DC%2BD3MXltFaiur4%3D Occurrence Handle11435414

    Article  CAS  PubMed  Google Scholar 

  21. JR O’Connell DE Weeks (1998) ArticleTitlePedCheck: A program for identification of genotype incompatibilities in linkage analysis. Am J Hum Genet 63 259–266 Occurrence Handle10.1086/301904 Occurrence Handle1:STN:280:DyaK1c3pvFyhsA%3D%3D Occurrence Handle9634505

    Article  CAS  PubMed  Google Scholar 

  22. QY Huang FH Xu H Shen HY Deng YJ Liu YZ Liu JL Li RR Recker HW Deng (2002) ArticleTitleMutation patterns at dinucleotide microsatellite loci in humans. Am J Hum Genet 70 625–634 Occurrence Handle10.1086/338997 Occurrence Handle1:CAS:528:DC%2BD38XislChsbs%3D Occurrence Handle11793300

    Article  CAS  PubMed  Google Scholar 

  23. L Almasy J Blangero (1998) ArticleTitleMultipoint quantitative-trait linkage analysis in general pedigrees. Am J Hum Genet 62 1198–1211 Occurrence Handle10.1086/301844 Occurrence Handle1:STN:280:DyaK1c3htlGrtg%3D%3D Occurrence Handle9545414

    Article  CAS  PubMed  Google Scholar 

  24. CI Amos (1994) ArticleTitleRobust variance-components approach for assessing genetic linkage in pedigrees. Am J Hum Genet 54 535–543 Occurrence Handle1:STN:280:ByuC287gtVY%3D Occurrence Handle8116623

    CAS  PubMed  Google Scholar 

  25. CI Amos DK Zhu E Boerwinkle (1996) ArticleTitleAssessing genetic linkage and association with robust components of variance approaches. Ann Hum Genet 60 143–160 Occurrence Handle8839128

    PubMed  Google Scholar 

  26. X Guo RC Elston (2001) ArticleTitleOne-stage versus two-stage strategies for genome scans. Adv Genet 42 459–471 Occurrence Handle10.1016/S0065-2660(01)42036-0 Occurrence Handle1:CAS:528:DC%2BD3cXot1Smtrc%3D

    Article  CAS  Google Scholar 

  27. BD Mitchell RL Bauer R Perez SH Slifer SA Cole JE Hixson JW McCluer (1998) ArticleTitleGenome-wide scan for loci influencing bone density in Mexican Americans. Am J Hum Genet 63 A301

    Google Scholar 

  28. D Karasik RH Myers LA Cupples MT Hannan DR Gagnon A Herbert DP Kiel (2002) ArticleTitleGenome screen for quantitative trait loci contributing to normal variation in bone mineral density: Framingham osteoporosis study. J Bone Miner Res 17 1718–1727 Occurrence Handle1:CAS:528:DC%2BD38XntlSrsb8%3D Occurrence Handle12211443

    CAS  PubMed  Google Scholar 

  29. EL Duncan MA Brown J Sinsheimer J Bell AJ Carr BP Wordsworth JAH Wass (1999) ArticleTitleSuggestive linkage of the parathyroid receptor type 1 to osteoporosis. J Bone Miner Res 14 1993–1999 Occurrence Handle1:CAS:528:DC%2BD3cXkslWrsw%3D%3D Occurrence Handle10620056

    CAS  PubMed  Google Scholar 

  30. I Meulenbelt C Bijkerk HS Micdema FC Breedveld A Hofman HA Vlkenburg HA Pols PE Slagboom CM Duijn Particlevan (1998) ArticleTitleA genetic association study of the IGF-1 gene and radiological osteoarthritis in a population-based cohort study (the Rotterdam study). Ann Rheum Dis 57 371–374 Occurrence Handle1:CAS:528:DyaK1cXls1ejs7w%3D Occurrence Handle9771213

    CAS  PubMed  Google Scholar 

  31. CJ Rosen ES Kurkland D Vereault RA Adler PJ Rackoff WY Craig S Witte J Rogers JP Bilezikian (1998) ArticleTitleAssociation between serum insulin-like growth factor-1 (IGF-1) and a simple sequence repeat in IGF-1 gene: Implications for genetic studies of bone mineral density. J Clin Endocrinol Metab 83 2286–2290 Occurrence Handle10.1210/jc.83.7.2286 Occurrence Handle1:CAS:528:DyaK1cXksVSjtbk%3D Occurrence Handle9661596

    Article  CAS  PubMed  Google Scholar 

  32. HW Deng H Shen FH Xu HY Deng T Conway HT Zhang RR Recker (2002) ArticleTitleTests of linkage and/or association of genes for vitamin D receptor, osteocalcin, and parathyroid hormone with bone mineral density. J Bone Miner Res 17 678–686 Occurrence Handle1:CAS:528:DC%2BD38XislCku7k%3D Occurrence Handle11918225

    CAS  PubMed  Google Scholar 

  33. RY Zee RH Myers MT Hannan PW Wilson JM Ordovas EJ Schaefer K Lindpaintner DP Kiel (2000) ArticleTitleAbsence of linkage for bone mineral density to chromosome 12q12–14 in the region of the vitamin D receptor gene. Calcif Tissue Int 67 434–439 Occurrence Handle10.1007/s002230001175 Occurrence Handle1:CAS:528:DC%2BD3MXhvVOrtb8%3D Occurrence Handle11289690

    Article  CAS  PubMed  Google Scholar 

  34. TA Drake E Schadt K Hannani MJ Kabo K Krass V Colinayo LE Greaser SuffixIII J Goldin AJ Lusis (2001) ArticleTitleGenetic loci determining bone density in mice with diet-induced atherosclerosis. Physiol Genomics 5 205–215 Occurrence Handle11328966

    PubMed  Google Scholar 

  35. L Andersson–Eklund H Uhlhorn N Lundeheim G Dalin L Andersson (2000) ArticleTitleMapping quantitative trait loci for principal components of bone measurements and osteochondrosis scores in a wild boar × large white intercross. Genet Res 75 223–230 Occurrence Handle10.1017/S0016672399004371 Occurrence Handle1:STN:280:DC%2BD3c3ns12ktQ%3D%3D Occurrence Handle10816979

    Article  CAS  PubMed  Google Scholar 

  36. E Lander L Kruglyak (1995) ArticleTitleGenetic dissection of complex traits: guidelines for interpreting and reporting linkage results. Nat Genet 11 241–247 Occurrence Handle1:CAS:528:DyaK2MXptlSjs74%3D Occurrence Handle7581446

    CAS  PubMed  Google Scholar 

  37. RF Klein SR Mitchell TJ Phillips JK Belknap ES Onwoll (1998) ArticleTitleQuantitative trait loci affecting peak bone mineral density in mice. J Bone Miner Res 13 1648–1656 Occurrence Handle1:CAS:528:DyaK1cXntFKru78%3D Occurrence Handle9797472

    CAS  PubMed  Google Scholar 

  38. WG Beamer KL Shultz LR Donahue GA Churchill S Sen JR Wergedal DJ Baylink CJ Rosen (2001) ArticleTitleQuantitative trait loci for femoral and lumbar vertebral bone mineral density in C57BL/6 J and C3H/HeJ inbred strains of mice. J Bone Miner Res 16 1195–1206 Occurrence Handle1:CAS:528:DC%2BD3MXlt1Gntb8%3D Occurrence Handle11450694

    CAS  PubMed  Google Scholar 

  39. ES Orwoll JK Belknap RF Klein (2001) ArticleTitleGender specificity in the genetic determinants of peak bone mass. J Bone Miner Res 16 1962–1971 Occurrence Handle1:CAS:528:DC%2BD3MXot12ls7s%3D Occurrence Handle11697792

    CAS  PubMed  Google Scholar 

  40. J Altmüller LJ Palmer G Fischer H Scherb M Wjst (2001) ArticleTitleGenomewide scans of complex human diseases: True linkage is hard to find. Am J Hum Genet 69 936–950 Occurrence Handle10.1086/324069 Occurrence Handle11565063

    Article  PubMed  Google Scholar 

  41. JP Hugot M Chamaillard H Zouali S Lesage JP Cezard J Belaiche S Almer C Tysk CA O’Morain M Gassull V Binder Y Finkel A Cortot R Modigliani P Laurent–Puig C Gower–Rousseau J Macry JF Colombel M Sahbatou G Thomas (2001) ArticleTitleAssociation of NOD2 leucine-rich repeat variants with susceptibility to Crohn’s disease. Nature 411 599–603 Occurrence Handle10.1038/35079107 Occurrence Handle1:CAS:528:DC%2BD3MXksVShtLY%3D Occurrence Handle11385576

    Article  CAS  PubMed  Google Scholar 

  42. Y Ogura DK Bonen N Inohara DL Nicolae FF Chen R Ramos H Britton T Moran R Karaliuskas RH Duerr JP Achkar SR Brant TM Bayless BS Kirschner SB Hanauer G Nunez JH Cho (2001) ArticleTitleA frameshift mutation in NOD2 associated with susceptibility to Crohn’s disease. Nature 411 603–600 Occurrence Handle10.1038/35079114 Occurrence Handle1:CAS:528:DC%2BD3MXksVShur8%3D Occurrence Handle11385577

    Article  CAS  PubMed  Google Scholar 

  43. DA Heel Particlevan DPB McGovern LR Cardon BM Dechairo NJ Lench AH Carey DP Jewell (2002) ArticleTitleFine mapping of the IBD1 locus did not identify Crohn disease-associated NOD2 variants: implications for complex disease genetics. Am J Med Genet 111 253–259 Occurrence Handle10.1002/ajmg.10588 Occurrence Handle12210321

    Article  PubMed  Google Scholar 

  44. JD Rioux MJ Daly MS Silverberg K Lindblad H Steinhart Z Cohen T Delmonte K Kocher K Miller S Guschwan EJ Kulbokas S O’Leary E Winchester K Dewar T Green V Stone C Chow A Cohen D Langelier G Lapointe D Gaudet J Faith N Branco SB Bull RS McLeod AM Griffiths A Bitton GR Greenberg ES Lander KA Siminovitch TJ Hudson (2001) ArticleTitleGenetic variation in the 5q31 cytokine gene cluster confers susceptibility to Crohn disease. Nat Genet 29 223–228 Occurrence Handle10.1038/ng1001-223 Occurrence Handle1:CAS:528:DC%2BD3MXnsFKnsrk%3D Occurrence Handle11586304

    Article  CAS  PubMed  Google Scholar 

  45. QY Huang RR Recker HW Deng (2003) ArticleTitleSearching for osteoporosis genes in the post genome era: progress and challenges. Osteoporos Int 14 701–715 Occurrence Handle10.1007/s00198-003-1445-9 Occurrence Handle12904838

    Article  PubMed  Google Scholar 

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Acknowledgments

Investigators of this work were partially supported by grants from Health Future Foundation, NIH grants (K01 AR02170-01, R01 AR45349-01, R01 GM60402-01A1, P01 DC01813-07), grants from State of Nebraska Cancer and Smoking Related Disease Research Program (LB595) and the Nebraska Tobacco Settlement Fund (LB692), U.S. Department of Energy grant DE-FG03 00ER63000/A00, Creighton University, grants (30025025, 30170504, 30230210) from National Science Foundation of China, and a grant from Hunan Normal University. DNA extraction effort by the technicians from the Creighton Osteoporosis Research Center is appreciated.

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Huang, Q.Y., Xu, F.H., Shen, H. et al. A Second-Stage Genome Scan for QTLs Influencing BMD Variation. Calcif Tissue Int 75, 138–143 (2004). https://doi.org/10.1007/s00223-004-0088-y

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