Analysis of Changes in Parathyroid Hormone and 25 (OH) Vitamin D Levels with Respect to Age, Gender and Season: A Data Mining Study

Journal of Medical Biochemistry

Volumn 36, Issue 1, 2017, Pages 73-83

  Serdar, Muhittin A ^a,b   Can, Başar Batu ^a   Kilercik, Meltem ^a   Durer, Zeynep A ^a   Aksungar, Fehime Benli ^a   Serteser, Mustafa ^a   Coskun, Abdurrahman ^a   Ozpinar, Aysel ^a   Unsal, Ibrahim ^a  

^a ACIBADEM UNIVERSITY   (Turkey)

^b The Acibadem Healthcare Group   (Turkey)

Author keywords

25(OH)D; parathyroid hormone; Vitamin D; Vitamin D deficiency

Indexed keywords

CALCIFEDIOL; PARATHYROID HORMONE;

ADOLESCENT; ADULT; AGE; AGED; ARTICLE; CHILD; DATA MINING; FEMALE; GENDER; HUMAN; MAJOR CLINICAL STUDY; MALE; PARATHYROID HORMONE BLOOD LEVEL; RETROSPECTIVE STUDY; SEASON; SEASONAL VARIATION; TANDEM MASS SPECTROMETRY; VERY ELDERLY; VITAMIN BLOOD LEVEL;

EID: 85011292118     PISSN: 14528258     EISSN: 14528266     Source Type: Journal    
DOI: 10.1515/jomb-2017-0002     Document Type: Article

References (41)

1. Holick MF. The D-Lightful Vitamin D for Health. J Med Biochem 2013: 32: 1-10.
2. Guessous I. Role of Vitamin D deficiency in extraskeletal complications: predictor of health outcome or marker of health status? Biomed Res Int 2015; 2015: 563403.
3. Deng X, Song Y, Manson JE, Signorello LB, Zhang SM, Shrubsole MJ, Ness RM, Seidner DL, Dai Q. Magnesium, vitamin D status and mortality: results from US National Health and Nutrition Examination Survey (NHANES) 2001 to 2006 and NHANES III. BMC Med 2013; 11: 187.
4. Holick MF. Vitamin D: important for prevention of osteoporosis, cardiovascular heart disease, type 1 diabetes, autoimmune diseases, and some cancers. South Med J 2005; 98: 1024-7.
5. Guessous I, Bochud M, Bonny O, Burnier M. Calcium, vitamin D and cardiovascular disease. Kidney Blood Press Res 2011; 34: 404-17.
6. Rodriguez M, Martinez-Moreno JM, Rodríguez-Ortiz ME, Muñoz-Castañeda JR, Almaden Y. Vitamin D and vascular calcification in chronic kidney disease. Kidney Blood Press Res 2011; 34: 261-8.
7. Penckofer S, Kouba J, Wallis DE, Emanuele MA. Vitamin D and diabetes: let the sunshine in. Diabetes Educ 2008; 34: 939-40.
8. Bertone-Johnson ER. Vitamin D and the occurrence of depression: causal association or circumstantial evidence? Nutr Rev 2009; 67: 481-92.
9. Holick MF. Vitamin D status: measurement, interpretation, and clinical application. Ann Epidemiol 2009; 19: 73-8.
10. Kennel KA, Drake MT, Hurley DL. Vitamin D Deficiency in Adults: When to Test and How to Treat. Mayo Clin Proc 2010; 85: 752-8.
11. Klingberg E, Oleröd G, Konar J, Petzold M, Hammarsten O. Seasonal variations in serum 25-hydroxy vitamin D levels in a Swedish cohort. Endocrine 2015; 49: 800-8.
12. Bozkurt S. Age, Sex, and Seasonal Variations in the Serum Vitamin D3 Levels in a Local Turkish Population. Arch Rheumatol. Turkish League Against Rheumatism; 2014; 29: 14-9.
13. Darling AL, Hart KH, Gibbs MA, Gossiel F, Kantermann T, Horton K, Johnsen S, Berry JL, Skene DJ, Eastell R, et al. Greater seasonal cycling of 25-hydroxy vitamin D is associated with increased parathyroid hormone and bone resorption. Osteoporos Int 2014; 25: 933-41.
14. Vuistiner P, Rousson V, Henry H, Lescuyer P, Boulat O, Gaspoz J-M, Mooser V, Vollenweider P, Waeber G, Cornuz J, et al. A Population-Based Model to Consider the Effect of Seasonal Variation on Serum 25(OH)D and Vitamin D Status. Biomed Res Int 2015; 168-89.
15. Kroll MH, Bi C, Garber CC, Kaufman HW, Liu D, Caston-Balderrama A, Zhang K, Clarke N, Xie M, Reitz RE, et al. Temporal relationship between vitamin D status and parathyroid hormone in the United States. PLoS One. Public Library of Science; 2015; 10: e0118108.
16. Enko D, Fridrich L, Rezanka E, Stolba R, Ernst J, Wendler I, Fabian D, Hauptlorenz S, Halwachs-Baumann G. 25-hydroxy-Vitamin D status: limitations in comparison and clinical interpretation of serum-levels across different assay methods. Clin Lab 2014; 60: 1541-50.
17. Heaney RP, Dowell MS, Hale CA, Bendich A. Calcium absorption varies within the reference range for serum 25-hydroxyvitamin D. J Am Coll Nutr 2003; 22: 142-6.
18. Janssen MJW, Wielders JPM, Bekker CC, Boesten LSM, Buijs MM, Heijboer AC, van der Horst FAL, Loupatty FJ, van den Ouweland JMW. Multicenter comparison study of current methods to measure 25-hydroxyvitamin D in serum. Steroids 2012; 77: 1366-72.
19. Malabanan a, Veronikis IE, Holick MF. Redefining vitamin D insufficiency. Lancet 1998; 351: 805-6.
20. Chapuy MC, Preziosi P, Maamer M, Arnaud S, Galan P, Hercberg S, Meunier PJ. Prevalence of vitamin D insufficiency in an adult normal population. Osteoporos Int 1997; 7: 439-43.
21. Holick MF, Siris ES, Binkley N, Beard MK, Khan A, Katzer JT, Petruschke RA, Chen E, de Papp AE. Prevalence of Vitamin D Inadequacy among Postmenopausal North American Women Receiving Osteoporosis Therapy. J Clin Endocrinol Metab 2005; 90: 3215-24.
22. van der Meer IM, Middelkoop BJC, Boeke AJP, Lips P. Prevalence of vitamin D deficiency among Turkish, Moroccan, Indian and sub-Sahara African populations in Europe and their countries of origin: an overview. Osteoporos Int 2011; 22: 1009-21.
23. Bolland MJ, Grey AB, Ames RW, Mason BH, Horne AM, Gamble GD, Reid IR. The effects of seasonal variation of 25-hydroxyvitamin D and fat mass on a diagnosis of vitamin D sufficiency. Am J Clin Nutr 2007; 86: 959-64.
24. Bischoff-Ferrari HA, Dietrich T, Orav EJ, Hu FB, Zhang Y, Karlson EW, Dawson-Hughes B. Higher 25-hydroxyvitamin D concentrations are associated with better lowerextremity function in both active and inactive persons aged >=60 y. Am J Clin Nutr 2004; 80: 752-8.
25. Freaney R, McBrinn Y, McKenna MJ. Secondary hyperparathyroidism in elderly people: combined effect of renal insufficiency and vitamin D deficiency. Am J Clin Nutr 1993; 58: 187-91.
26. Atapattu N, Shaw N, Högler W. Relationship between serum 25-hydroxyvitamin D and parathyroid hormone in the search for a biochemical definition of vitamin D deficiency in children. Pediatr Res. International Pediatric Research Foundation, Inc.; 2013; 74: 552-6.
27. Saliba W, Barnett O, Rennert HS, Lavi I, Rennert G. The relationship between serum 25(OH)D and parathyroid hormone levels. Am J Med 2011; 124: 1165-70.
28. Abrams SA, Griffin IJ, Hawthorne KM, Gunn SK, Gundberg CM, Carpenter TO. Relationships among vitamin D levels, parathyroid hormone, and calcium absorption in young adolescents. J Clin Endocrinol Metab 2005; 90: 5576-81.
29. Adami S, Viapiana O, Gatti D, Idolazzi L, Rossini M. Relationship between serum parathyroid hormone, vitamin D sufficiency, age, and calcium intake. Bone 2008; 42: 267-70.
30. Hand DJ, Hand DJ, Mannila H, Mannila H, Smyth P, Smyth P. Principles of data mining. Drug safety: an international journal of medical toxicology and drug experience. 2001. 322 p.
31. Han J, Kamber M. Data Mining: Concepts and Techniques. Ann Phys (N Y) 2006; 54: 770.
32. Ramaprasad A. A methodology for data mining. J Data-base Mark 1996; 4: 65-75.
33. Shah NH, LePendu P, Bauer-Mehren A, Ghebremariam YT, Iyer SV, Marcus J, Nead KT, Cooke JP, Leeper NJ. Proton Pump Inhibitor Usage and the Risk of Myocardial Infarction in the General Population. PLoS One 2015; 10: e0124653.
34. American Geriatrics Society Workgroup on Vitamin D Supplementation for Older Adults. Recommendations abstracted from the American Geriatrics Society Consensus Statement on vitamin D for Prevention of Falls and Their Consequences. J Am Geriatr Soc 2014; 62: 147.
35. Ross AC, Manson JE, Abrams SA, et al. The 2011 report on dietary reference intakes for calcium and vitamin D from the Institute of Medicine: what clinicians need to know. J Clin Endocrinol Metab 2011; 96: 53.
36. Deschasaux M, Montourcy M, Sutton A, Charnaux N, Kesse-Guyot E, Fezeu LK, Latino-Martel P, Druesne-Pecollo N, Malvy D, Galan P, Hercberg S, Ezzedine K, Souberbielle JC. Interpretation of plasma PTH concentrations according to 25OHD status, gender, age, weight status, and calcium intake: importance of the reference values. J Clin Endocrinol Metab 2014; 99(4): 1196-203.
37. Valcour A, Blocki F, Hawkins DM, Rao SD. Effects of age and serum 25-OH-vitamin D on serum parathyroid hormone levels. J Clin Endocrinol Metab 2012; 97: 3989-95.
38. Li M, Lv F, Zhang Z, Deng W, Li Y, Deng Z, Jiang Y, Wang O, Xing X, Xu L, Xia W. Establishment of a normal reference value of parathyroid hormone in a large healthy Chinese population and evaluation of its relation to bone turnover and bone mineral density. Osteoporos Int 2016; 27(5): 1907-16.
39. Ebeling PR. Vitamin D and bone health: epidemiologic studies. Bonekey Rep 2014; 3: 511.
40. Bonelli P, Buonocore R, Aloe R, Lippi G. Blood sampling seasonality as an important preanalytical factor for assessment of vitamin D status. J Med Biochem 2016; 35: 3-7.
41. Bolland MJ, Chiu WW, Davidson JS, Grey A, Bacon C, Gamble GD, Reid IR. The effects of seasonal variation of 25-hydroxyvitamin D on diagnosis of vitamin D insufficiency. N Z Med J 2008; 121: 63-74.