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Metabolic syndrome is associated to an increased risk of low bone mineral density in free-living women with suspected osteoporosis

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Abstract

Purpose

Osteoporosis (Op) and metabolic syndrome (MetS) are two common disorders showing common pathogenic patterns. This cross-sectional study was performed to evaluate if MetS and its constitutive elements are associated to an increased risk of low bone mineral density (BMD) in free-living women examined by Dual-energy X-ray absorptiometry (DXA) for suspected Op.

Methods

13,182 free-living Caucasian women referring to “COMEGEN” general practitioners cooperative operating in Naples, Italy, performed a contextual evaluation of BMD by DXA and all MetS constitutive elements (systolic and diastolic blood pressure, waist circumference, serum levels of triglycerides, high-density lipoprotein cholesterol, and fasting glucose) between June 1st 2008 and May 31st 2018. Subjects aged less than 40 years or with signs or symptoms suggestive of secondary Op were excluded from the study.

Results

MetS is associated to an increased risk of low BMD (Odds Ratio 1.19; 95% Confidence Interval 1.08–1.31). Among MetS constitutive elements, hypertension was associated to increased risk of low BMD, whereas high fasting glucose level/diabetes were associated to reduced risk of low BMD.

Conclusions

The significant association between Op and MetS in free-living women examined by DXA for suspected Op suggests the advisability of a contextual evaluation of both disorders in this setting.

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Data availability

The datasets generated during and/or analysed during the current study are available from the corresponding author on reasonable request.

References

  1. Golden SH, Robinson KA, Saldanha I, Anton B, Ladenson PW (2009) Clinical review: prevalence and incidence of endocrine and metabolic disorders in the United States: a comprehensive review. J Clin Endocrinol Metab 94:1853–1878

    Article  CAS  Google Scholar 

  2. Cosman F, de Beur SJ, LeBoff MS, Lewiecki EM, Tanner B, Randall S, Lindsay R, Foundation NO (2014) Clinician’s guide to prevention and treatment of osteoporosis. Osteoporos Int 25:2359–2381

    Article  CAS  Google Scholar 

  3. International Osteoporosis Foundation (2019)Facts and statistics. https://www.iofbonehealth.org/facts-statistics Accessed 14 June 2020.

  4. Italian Major Health Institute (2019) Focus on osteoporosis https://www.epicentro.iss.it/focus/osteoporosi/osteoporosi Accessed 14 June 2020.

  5. Nuti R, Brandi ML, Checchia G, Di Munno O, Dominguez L, Falaschi P, Fiore CE, Iolascon G, Maggi S, Michieli R, Migliaccio S, Minisola S, Rossini M, Sessa G, Tarantino U, Toselli A, Isaia GC (2019) Guidelines for the management of osteoporosis and fragility fractures. Intern Emerg Med 14:85–102

    Article  Google Scholar 

  6. Italian Ministry of Health (2005) Essential Assistance Levels for DXA. https://www.salute.gov.it/imgs/C_17_pubblicazioni_1171_allegato.pdf Accessed 14 June 2020.

  7. Grundy SM (2016) Metabolic syndrome update. Trends Cardiovasc Med 26:364–373

    Article  Google Scholar 

  8. Stern MP, Williams K, González-Villalpando C, Hunt KJ, Haffner SM (2004) Does the metabolic syndrome improve identification of individuals at risk of type 2 diabetes and/or cardiovascular disease? Diabetes Care 27:2676–2681

    Article  Google Scholar 

  9. Brey CW, Akbari-Alavijeh S, Ling J, Sheagley J, Shaikh B, Wang A-M, Y, Gaugler R, Hashmi S, (2019) Salts and energy balance: a special role for dietary salts in metabolic syndrome. Clin Nutr 38:1971–1985

    Article  CAS  Google Scholar 

  10. Fatahi S, Namazi N, Larijani B, Azadbakht L (2018) The association of dietary and urinary sodium with bone mineral density and risk of osteoporosis: a systematic review and meta-analysis. J Am Coll Nutr 37:522–532

    Article  Google Scholar 

  11. Dusso AS, Brown AJ, Slatopolsky E (2005) Vitamin D. Am J Physiol Renal Physiol 289:F8–28

    Article  CAS  Google Scholar 

  12. Rendina D, De Filippo G, Muscariello R, De Palma D, Fiengo A, De Pascale F, Strazzullo P (2014) Vitamin D and cardiometabolic disorders. High Blood Press Cardiovasc Prev 21:251–256

    Article  CAS  Google Scholar 

  13. Grundy SM, Cleeman JI, Daniels SR, Donato KA, Eckel RH, Franklin BA, Gordon DJ, Krauss RM, Savage PJ, Smith SC Jr, Spertus JA, Costa F, American Heart Association; National Heart, Lung, and Blood Institute (2005) Diagnosis and management of the metabolic syndrome: an American Heart Association/National Heart, Lung, and Blood Institute Scientific Statement. Circulation 112:2735–2752

    Article  Google Scholar 

  14. Kanis JA, Melton LJ 3rd, Christiansen C, Johnston CC, Khaltaev N (1994) The diagnosis of osteoporosis. J Bone Miner Res 9:1137–1141

    Article  CAS  Google Scholar 

  15. Italian Medicines Agency (AIFA) (2020) Note 79 of Italian Medicines Agency for the appropriate use of the drugs https://www.agenziafarmaco.gov.it/content/nota-79 Accessed 14 June 2020.

  16. Lin HH, Huang CY, Hwang LC (2018) Association between metabolic syndrome and osteoporosis in Taiwanese middle-aged and elderly participants. Arch Osteoporos 13:48

    Article  Google Scholar 

  17. Abbasi M, Farzam SA, Mamaghani Z, Yazdi Z (2017) Relationship between metabolic syndrome and its components with bone densitometry in postmenopausal women. Diabetes Metab Syndr 11:S73–S76

    Article  Google Scholar 

  18. Loke SS, Chang HW, Li WC (2018) Association between metabolic syndrome and bone mineral density in a Taiwanese elderly population. J Bone Miner Metab 36:200–208

    Article  Google Scholar 

  19. Wong SK, Chin KY, Suhaimi FH, Ahmad F, Ima-Nirwana S (2016) The relationship between metabolic syndrome and osteoporosis: a review. Nutrients 8:347

    Article  Google Scholar 

  20. Wong SK, Chin KY, Suhaimi FH, Ahmad F, Jamil NA, Ima-Nirwana S (2018) Osteoporosis is associated with metabolic syndrome induced by high-carbohydrate high-fat diet in a rat model. Biomed Pharmacother 98:191–200

    Article  CAS  Google Scholar 

  21. Bagi CM, Edwards K, Berryman E (2018) Metabolic syndrome and bone: pharmacologically induced diabetes has deleterious effect on bone in growing obese oats. Calcif Tissue Int 102:683–694

    Article  CAS  Google Scholar 

  22. Collins KH, Herzog W, MacDonald GZ, Reimer RA, Rios JL, Smith IC, Zernicke RF, Hart DA (2018) Obesity, metabolic syndrome, and musculoskeletal disease: common inflammatory pathways suggest a central role for loss of muscle integrity. Front Physiol 9:112

    Article  Google Scholar 

  23. Lackey DE, Olefsky JM (2016) Regulation of metabolism by the innate immune system. Nat Rev Endocrinol 12:15–28

    Article  CAS  Google Scholar 

  24. Strazzullo P, Barbato A, Galletti F, Barba G, Siani A, Iacone R, D'Elia L, Russo O, Versiero M, Farinaro E, Cappuccio FP (2006) Abnormalities of renal sodium handling in the metabolic syndrome. Results of the Olivetti Heart Study. J Hypertension 24:1633–1639

    Article  CAS  Google Scholar 

  25. Ma L, Oei L, Jiang L, Estrada K, Chen H, Wang Z, Yu Q, Zillikens MC, Gao X, Rivadeneira F (2012) Association between bone mineral density and type 2 diabetes mellitus: a meta-analysis of observational studies. Eur J Epidemiol 27:319–332

    Article  CAS  Google Scholar 

  26. Bonds DE, Larson JC, Schwartz AV, Strotmeyer ES, Robbins J, Rodriguez BL, Johnson KC, Margolis KL (2006) Risk of fracture in women with type 2 diabetes: the Women's Health Initiative Observational Study. J Clin Endocrinol Metab 91:3404–3410

    Article  CAS  Google Scholar 

  27. Vestergaard P (2007) Discrepancies in bone mineral density and fracture risk in patients with type 1 and type 2 diabetes–a meta-analysis. Osteoporos Int 18:427–444

    Article  CAS  Google Scholar 

  28. Janghorbani M, Van Dam RM, Willett WC, Hu FB (2007) Systematic review of type 1 and type 2 diabetes mellitus and risk of fracture. Am J Epidemiol 166:495–505

    Article  Google Scholar 

  29. Eller-Vainicher C, Cairoli E, Grassi G, Grassi F, Catalano A, Merlotti D, Falchetti A, Gaudio A, Chiodini I, Gennari L (2020) Pathophysiology and management of type 2 diabetes mellitus bone fragility. J Diabetes Res 2020:7608964

    Article  CAS  Google Scholar 

  30. Napoli N, Chandran M, Pierroz DD, Abrahamsen B, Schwartz AV, Ferrari SL, IOF Bone, and Diabetes Working Group (2017) Mechanisms of diabetes mellitus-induced bone fragility. Nat Rev Endocrinol 13:208–219

    Article  CAS  Google Scholar 

  31. Rendina D, D’Elia L, Evangelista M, De Filippo G, Giaquinto A, Barone B, Piccinocchi G, Prezioso D, Strazzullo P (2020) Osteoporosis is a predictive factor for nephrolithiasis in an adult free-living Caucasian population from southern Italy: a longitudinal retrospective study based on a general practice database. Calcif Tissue Int. https://doi.org/10.1007/s00223-020-00737-9

    Article  PubMed  PubMed Central  Google Scholar 

  32. Johnson EK, Nelson CP (2013) Values and pitfalls of the use of administrative databases for outcomes assessment. J Urol 190:17–18

    Article  Google Scholar 

  33. Leslie WD, Lix LM, Yogendran MS (2011) Validation of a case definition for osteoporosis disease surveillance. Osteoporos Int 22:37–46

    Article  CAS  Google Scholar 

  34. Rendina D, De Filippo G, Mossetti G, Zampa G, Muscariello R, Benvenuto G, Vivona CL, Ippolito S, Galante F, Lombardi G, Biondi B, Strazzullo P (2012) Relationship between metabolic syndrome and multinodular non-toxic goiter in an inpatient population from a geographic area with moderate iodine deficiency. J Endocrinol Invest 35:407–412

    CAS  PubMed  Google Scholar 

  35. Rendina D, Mossetti G, De Filippo G, Benvenuto D, Vivona CL, Imbroinise A, Zampa G, Ricchio S, Strazzullo P (2009) Association between metabolic syndrome and nephrolithiasis in an inpatient population in southern Italy: role of gender, hypertension and abdominal obesity. Nephrol Dial Transpl 24:900–906

    Article  Google Scholar 

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Funding

This is an unfounded study.

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Authors and Affiliations

Authors

Contributions

All authors contributed to the study conception and design. Material preparation, and data collection were performed by DR, GP, GDF, AG, VA, BB and ME. The statistical analysis was performer by LD. The first draft of the manuscript was written by DR and GDF. All authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.

Corresponding author

Correspondence to G. De Filippo.

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Conflict of interest

The authors declare that they have no conflict of interest

Ethical approval

This retrospective study involving human participants was performed in accordance with the ethical standards of the institutional and national research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards. The study protocol was approved by the ASL Naples 1 Ethical Committee, protocol number 0018508/2018.

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Informed consent was obtained from all individual participants included in the study.

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Rendina, D., D’Elia, L., Evangelista, M. et al. Metabolic syndrome is associated to an increased risk of low bone mineral density in free-living women with suspected osteoporosis. J Endocrinol Invest 44, 1321–1326 (2021). https://doi.org/10.1007/s40618-020-01428-w

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  • DOI: https://doi.org/10.1007/s40618-020-01428-w

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