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Perceived age is associated with bone status in women aged 25–93 years

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Abstract

Higher perceived age (PA) is reported to be associated with age-related diseases. Because osteoporosis is considered an age-related disease, we hypothesized that age perceived from photographs is associated with bone mineral density (BMD)/trabecular bone score (TBS) when controlled for chronological age. This is a cross-sectional study of 460 women aged 25–93 years. BMD/TBS was measured. Twenty physicians assessed age from facial and whole-body photographs. Residual PA (RPACA) was calculated from the regression of PA on chronological age. Participants were divided into “looking old” (LO) or “looking young” (LY). Linear mixed models and general linear models fitted with BMD/TBS as outcome and either RPACA or LO/LY as an independent variable, considering chronological age. Estimates of RPACA were all negative; i.e., an increase in RPAC is associated with lower BMD, consistent with the hypothesis (e.g., β −0.29 %; 95 % confidence interval (CI) 0.55, 0.03). Statistical significance of the association of age-adjusted facial RPACA with BMD was found. Adjusted for body mass index (BMI), menopause, and hormone replacement therapy, higher RPACA from all photographic presentations were significantly associated with lower BMD based on statistical significance. BMD/TBS was in all analyses higher in the group LY compared with LO, when adjusted for age and BMI (e.g., β 4.37 %; 95 CI 0.62, 8.26), but statistical significance was obtained only from the BMD analyses. A higher PA was significantly associated with a lower BMD/TBD, and the size of association in older women indicates that it might have value as part of the clinical assessment of osteoporotic risk.

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References

  • Ashcroft GS, Dodsworth J, van Boxtel E, Tarnuzzer RW, Horan MA, Schultz GS et al (1997) Estrogen accelerates cutaneous wound healing associated with an increase in TGF-beta1 levels. Nat Med 3(11):1209–1215

    Article  PubMed  CAS  Google Scholar 

  • Borkan GA, Bachman SS, Norris AH (1982) Comparison of visually estimated age with physiologically predicted age as indicators of rates of aging. Soc Sci Med 16(2):197–204

    Article  PubMed  CAS  Google Scholar 

  • Bulpitt CJ, Markowe HL, Shipley MJ (2001) Why do some people look older than they should? Postgrad Med J 77(911):578–581

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Christensen K, Iachina M, Rexbye H, Tomassini C, Frederiksen H, McGue M et al (2004) “Looking old for your age”: genetics and mortality. Epidemiology 15(2):251–252

    Article  PubMed  Google Scholar 

  • Christensen K, Doblhammer G, Rau R, Vaupel JW (2009a) Ageing populations: the challenges ahead. Lancet 374(9696):1196–1208

    Article  PubMed  PubMed Central  Google Scholar 

  • Christensen K, Thinggaard M, McGue M, Rexbye H, Hjelmborg JV, Aviv A et al (2009b) Perceived age as clinically useful biomarker of ageing: cohort study. BMJ 339:b5262 (Clinical research ed)

    Article  PubMed  PubMed Central  Google Scholar 

  • Cicchetti DV (1981) Developing criteria for establishing interrater reliability of specific items: applications to assessment of adaptive behavior. Am J Ment Defic 86(2):127–137

    PubMed  CAS  Google Scholar 

  • Drzal-Grabiec J, Snela S, Rykala J, Podgorska J, Banas A (2013) Changes in the body posture of women occurring with age. BMC Geriatr 13:108

    Article  PubMed  PubMed Central  Google Scholar 

  • Dufour R, Winzenrieth R, Heraud A, Hans D, Mehsen N (2013) Generation and validation of a normative, age-specific reference curve for lumbar spine trabecular bone score (TBS) in French women. Osteoporos Int 24(11):2837–2846

    Article  PubMed  CAS  Google Scholar 

  • Ettinger B, Black DM, Palermo L, Nevitt MC, Melnikoff S, Cummings SR (1994) Kyphosis in older women and its relation to back pain, disability and osteopenia: the study of osteoporotic fractures. Osteoporos Int 4(1):55–60

    Article  PubMed  CAS  Google Scholar 

  • Finkelstein JS, Brockwell SE, Mehta V, Greendale GA, Sowers MR, Ettinger B et al (2008) Bone mineral density changes during the menopause transition in a multiethnic cohort of women. J Clin Endocrinol Metab 93(3):861–868

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Gunn DA, Murray PG, Tomlin CC, Rexbye H, Christensen K, Mayes AE (2008) Perceived age as a biomarker of ageing: a clinical methodology. Biogerontology 9(5):357–364

    Article  PubMed  Google Scholar 

  • Guyuron B, Rowe DJ, Weinfeld AB, Eshraghi Y, Fathi A, Iamphongsai S (2009) Factors contributing to the facial aging of identical twins. Plast Reconstr Surg 123(4):1321–1331

    Article  PubMed  CAS  Google Scholar 

  • Hernlund E, Svedbom A, Ivergard M, Compston J, Cooper C, Stenmark J et al (2013) Osteoporosis in the European Union: medical management, epidemiology and economic burden. A report prepared in collaboration with the International Osteoporosis Foundation (IOF) and the European Federation of Pharmaceutical Industry Associations (EFPIA). Arch Osteoporos 8(1–2):136

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Iki M, Tamaki J, Kadowaki E, Sato Y, Dongmei N, Winzenrieth R et al (2014) Trabecular bone score (TBS) predicts vertebral fractures in Japanese women over 10 years independently of bone density and prevalent vertebral deformity: the Japanese Population-Based Osteoporosis (JPOS) cohort study. J Bone Miner Res Off J Am Soc Bone Miner Res 29(2):399–407

    Article  Google Scholar 

  • Johnell O (1997) The socioeconomic burden of fractures: today and in the 21st century. Am J Med 103(2A):20S–25S, discussion 5S-6S

    Article  PubMed  CAS  Google Scholar 

  • Johnell O, Kanis JA (2006) An estimate of the worldwide prevalence and disability associated with osteoporotic fractures. Osteoporos Int 17(12):1726–1733

    Article  PubMed  CAS  Google Scholar 

  • Kanda N, Watanabe S (2004) 17beta-estradiol stimulates the growth of human keratinocytes by inducing cyclin D2 expression. J Investig Dermatol 123(2):319–328

    Article  PubMed  CAS  Google Scholar 

  • Kannus P, Niemi S, Parkkari J, Palvanen M, Vuori I, Jarvinen M (1999) Hip fractures in Finland between 1970 and 1997 and predictions for the future. Lancet 353(9155):802–805

    Article  PubMed  CAS  Google Scholar 

  • Kido M, Kohara K, Miyawaki S, Tabara Y, Igase M, Miki T (2012) Perceived age of facial features is a significant diagnosis criterion for age-related carotid atherosclerosis in Japanese subjects: J-SHIPP study. Geriatr Gerontol Int 12(4):733–740

    Article  PubMed  Google Scholar 

  • Krueger D, Fidler E, Libber J, Aubry-Rozier B, Hans D, Binkley N (2014) Spine trabecular bone score subsequent to bone mineral density improves fracture discrimination in women. J Clin Densitom 17(1):60–65

    Article  PubMed  Google Scholar 

  • Looker A, Borrud L, Hughes J. Lumbar spine and proximal femur bone mineral density, bone mineral content, and bone area: United States, 2005–2008. National Center for Health Statistics. . Vital Health Statistics. 2012;11(251)

  • Mandema JW, Zheng J, Libanati C, Perez Ruixo JJ (2014) Time course of bone mineral density changes with denosumab compared with other drugs in postmenopausal osteoporosis: a dose–response-based meta-analysis. J Clin Endocrinol Metab 99(10):3746–3755

    Article  PubMed  CAS  Google Scholar 

  • Mayes AE, Murray PG, Gunn DA, Tomlin CC, Catt SD, Wen YB et al (2010) Environmental and lifestyle factors associated with perceived facial age in Chinese women. PLoS One 5(12), e15270

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Mika A, Unnithan VB, Mika P (2005) Differences in thoracic kyphosis and in back muscle strength in women with bone loss due to osteoporosis. Spine 30(2):241–246

    Article  PubMed  Google Scholar 

  • Nielsen BR, Linneberg A, Bendix L, Harboe M, Christensen K, Schwarz P (2015) Association between leukocyte telomere length and bone mineral density in women 25–93 years of age. Exp Gerontol 66:25–31

    Article  PubMed  CAS  Google Scholar 

  • Noordam R, Gunn DA, Tomlin CC, Rozing MP, Maier AB, Slagboom PE et al (2012) Cortisol serum levels in familial longevity and perceived age: the Leiden longevity study. Psychoneuroendocrinology 37(10):1669–1675

    Article  PubMed  CAS  Google Scholar 

  • Noordam R, Gunn DA, Tomlin CC, Maier AB, Mooijaart SP, Slagboom PE et al (2013) High serum glucose levels are associated with a higher perceived age. Age (Dordr) 35(1):189–195

    Article  CAS  Google Scholar 

  • Olde Rikkert MG (1999) Visual estimation of biological age of elderly subjects: good interrater agreement. Gerontology 45(3):165–167

    Article  PubMed  CAS  Google Scholar 

  • Pothuaud L, Barthe N, Krieg MA, Mehsen N, Carceller P, Hans D (2009) Evaluation of the potential use of trabecular bone score to complement bone mineral density in the diagnosis of osteoporosis: a preliminary spine BMD-matched, case–control study. J Clin Densitom 12(2):170–176

    Article  PubMed  Google Scholar 

  • Rexbye H, Petersen I, Johansens M, Klitkou L, Jeune B, Christensen K (2006) Influence of environmental factors on facial ageing. Age Ageing 35(2):110–115

    Article  PubMed  Google Scholar 

  • Roux JP, Wegrzyn J, Boutroy S, Bouxsein ML, Hans D, Chapurlat R (2013) The predictive value of trabecular bone score (TBS) on whole lumbar vertebrae mechanics: an ex vivo study. Osteoporos Int 24(9):2455–2460

    Article  PubMed  CAS  Google Scholar 

  • Sherertz EF, Hess SP (1993) Stated age. N Engl J Med 329(4):281–282

    Article  PubMed  CAS  Google Scholar 

  • Silva BC, Bilezikian JP (2014) Trabecular bone score: perspectives of an imaging technology coming of age. Arq Bras Endocrinol Metabol 58(5):493–503

    Article  PubMed  Google Scholar 

  • Sinaki M, Khosla S, Limburg PJ, Rogers JW, Murtaugh PA (1993) Muscle strength in osteoporotic versus normal women. Osteoporos Int 3(1):8–12

    Article  PubMed  CAS  Google Scholar 

  • Tang NL, Woo J, Suen EW, Liao CD, Leung JC, Leung PC (2010) The effect of telomere length, a marker of biological aging, on bone mineral density in elderly population. Osteoporos Int 21(1):89–97

    Article  PubMed  CAS  Google Scholar 

  • Theodorou DJ, Theodorou SJ (2002) Dual-energy X-ray absorptiometry in clinical practice: application and interpretation of scans beyond the numbers. Clin Imaging 26(1):43–49

    Article  PubMed  Google Scholar 

  • Urano R, Sakabe K, Seiki K, Ohkido M (1995) Female sex hormone stimulates cultured human keratinocyte proliferation and its RNA- and protein-synthetic activities. J Dermatol Sci 9(3):176–184

    Article  PubMed  CAS  Google Scholar 

  • van der Klift M, de Laet CE, McCloskey EV, Johnell O, Kanis JA, Hofman A et al (2004) Risk factors for incident vertebral fractures in men and women: the Rotterdam study. J Bone Miner Res Off J Am Soc Bone Miner Res 19(7):1172–1180

    Article  Google Scholar 

Download references

Acknowledgments

The authors thank all age assessors and participants who took part in this study. Furthermore, the authors thank Anne-Sophie Schwarz, student assistant, for the data entry and Julie Lyng Forman, associate professor at the University of Copenhagen, Department of Public Health, Statistics section, for the statistical assistance.

Author contributions

Study design: PS, BRN, and KC; study conduct: BRN and PS; data collection: BRN; data analysis: BRN; data interpretation: BRN, PS, KC, and AL; drafting manuscript: BRN; revising manuscript content: BRN, AL, KC, and PS; and approving final version of manuscript: BRN, AL, KC, and PS. BRN takes responsibility for the integrity of the data analysis.

Grant supporters

This study was financially supported by the Lundbeck Foundation (donation of DXA scanner R7-A608-B486).

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Correspondence to Barbara Rubek Nielsen.

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Nielsen, B.R., Linneberg, A., Christensen, K. et al. Perceived age is associated with bone status in women aged 25–93 years. AGE 37, 106 (2015). https://doi.org/10.1007/s11357-015-9842-5

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  • DOI: https://doi.org/10.1007/s11357-015-9842-5

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