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Association between Mammographic Breast Density and Markers of Calcium Metabolism in Women: A Retrospective Observational Study

Year 2025, Issue: Early Access
https://doi.org/10.18678/dtfd.1719914

Abstract

Aim: The aim of this study was to assess the relationship between mammographic breast density and biochemical indices of calcium metabolism, as well as femoral neck bone mineral density (BMD) in women aged 40-80 years.
Material and Methods: In this retrospective, single-center study, 598 women undergoing screening mammography between November 2020 and March 2025 were included. After applying exclusion criteria, 200 age-matched women were randomly selected and evenly stratified into four BI-RADS breast composition categories (A, B, C, and D), 50 women in each. Serum vitamin D3, parathyroid hormone (PTH), calcium, and femoral neck t-scores were retrieved from institutional records and compared between these four categories.
Results: Vitamin D3 levels (p=0.021) and femoral neck t-scores (p=0.041) were found to be significantly different between four categories. Post hoc analysis demonstrated significantly different vitamin D3 concentrations in the Category D compared with categories A (p=0.021), B (p=0.032), and C (p=0.048). Femoral neck t-scores progressively decreased in Category D compared to categories A (p=0.013), B (p=0.025), and C (p=0.041). No significant differences were observed for PTH (p=0.589) or serum calcium (p=0.441).
Conclusion: Higher mammographic breast density was associated with lower vitamin D3 concentrations and reduced femoral neck BMD. Breast composition may serve as a readily available imaging biomarker to identify women at increased risk of vitamin D deficiency and osteoporosis, and has potential integration into individualized risk stratification strategies.

References

  • Jiang S, Bennett DL, Rosner BA, Colditz GA. Longitudinal analysis of change in mammographic density in each breast and its association with breast cancer risk. JAMA Oncol. 2023;9(6):808-14.
  • Bodewes FTH, van Asselt AA, Dorrius MD, Greuter MJW, de Bock GH. Mammographic breast density and the risk of breast cancer: a systematic review and meta-analysis. Breast. 2022;66:62-8.
  • Pettersson A, Graff RE, Ursin G, Santos Silva ID, McCormack V, Baglietto L, et al. Mammographic density phenotypes and risk of breast cancer: a meta-analysis. J Natl Cancer Inst. 2014;106(5):dju078.
  • Mann RM, Athanasiou A, Baltzer PAT, Camps-Herrero J, Clauser P, Fallenberg EM, et al. Breast cancer screening in women with extremely dense breasts: recommendations of the European Society of Breast Imaging (EUSOBI). Eur Radiol. 2022;32(6):4036-45.
  • Ghieh D, Saade C, Najem E, El Zeghondi R, Rawashdeh MA, Berjawi G. Staying abreast of imaging - current status of breast cancer detection in high-density breast. Radiography (Lond). 2021;27(1):229-35.
  • Chen JH, Gulsen G, Su MY. Imaging breast density: established and emerging modalities. Transl Oncol. 2015;8(6):435-45.
  • Pedraza-Flechas AM, Lope V, Vidal C, Sánchez-Contador C, Santamariña C, Pedraz-Pingarrón C, et al. Thyroid disorders and mammographic density in Spanish women: Var-DDM study. Breast. 2017;34:12-7.
  • Tran TXM, Chang Y, Kim S, Ryu S, Park B. Mammographic breast density and cardiovascular disease risk in women. Atherosclerosis. 2023;387:117392.
  • Conroy SM, Butler LM, Harvey D, Gold EB, Sternfeld B, Greendale GA, et al. Metabolic syndrome and mammographic density: the Study of Women’s Health Across the Nation. Int J Cancer. 2011;129(7):1699-707.
  • Dabrosin N, Dabrosin C. Postmenopausal dense breasts maintain premenopausal levels of GH and insulin-like growth factor binding proteins in vivo. J Clin Endocrinol Metab. 2020;105(5):dgz323.
  • Kim BK, Chang Y, Ahn J, Jung HS, Kim CW, Yun KE, et al. Metabolic syndrome, insulin resistance, and mammographic density in pre- and postmenopausal women. Breast Cancer Res Treat. 2015;153(2):425-34.
  • Melmed S, Polonsky KS, Larsen PR, Kronenberg HM. Williams textbook of endocrinology. 13th ed. Philadelphia: Elsevier; 2016.
  • Peacock M. Calcium metabolism in health and disease. Clin J Am Soc Nephrol. 2010;5(Suppl 1):S23-30.
  • Hanna RM, Ahdoot RS, Kalantar-Zadeh K, Ghobry L, Kurtz I. Calcium transport in the kidney and disease processes. Front Endocrinol (Lausanne). 2022;12:762130.
  • Felsenfeld AJ, Levine BS, Rodriguez M. Pathophysiology of calcium, phosphorus, and magnesium dysregulation in chronic kidney disease. Semin Dial. 2015;28(6):564-77.
  • Ionele CM, Subtirelu MS, Ungureanu BS, Serbanescu MS, Rogoveanu I. Calcium and phosphorus deficiencies in patients with liver cirrhosis. Curr Health Sci J. 2022;48(3):311-6.
  • D’Orsi CJ, Sickles EA, Mendelson EB, Morris EA. ACR BI-RADS Atlas: Breast Imaging Reporting and Data System. 5th ed. Reston, VA: American College of Radiology; 2013.
  • Alipour S, Shirzad N, Sepidarkish M, Saberi A, Bayani L, Hosseini L. The effect of vitamin D supplementation on breast density changes: a clinical trial study. Nutr Cancer. 2018;70(3):425-30.
  • Wood ME, Liu H, Storrick E, Zariah D, Le-Petross HC, Jung SH, et al. The influence of vitamin D on mammographic density: results from CALGB 70806 (Alliance) a randomized clinical trial. Cancer Prev Res (Phila). 2021;14(7):753-62.
  • Xie SP, Pirianov G, Colston KW. Vitamin D analogues suppress IGF-I signalling and promote apoptosis in breast cancer cells. Eur J Cancer. 1999;35(12):1717-23.
  • Straub L, Riedel J, Luppa PB, Wissing J, Artmann A, Kiechle M, et al. Mammographic density and vitamin D levels - a cross-sectional study. Geburtshilfe Frauenheilkd. 2017;77(3):257-67.
  • Diorio C, Bérubé S, Byrne C, Mâsse B, Hébert-Croteau N, Yaffe M, et al. Influence of insulin-like growth factors on the strength of the relation of vitamin D and calcium intakes to mammographic breast density. Cancer Res. 2006;66(1):588-97.
  • Sprague BL, Trentham-Dietz A, Gangnon RE, Buist DS, Burnside ES, Aiello Bowles EJ, et al. The vitamin D pathway and mammographic breast density among postmenopausal women. Breast Cancer Res Treat. 2012;131(1):255-65.
  • Maskarinec G, Williams AE, Kaaks R. A cross-sectional investigation of breast density and insulin-like growth factor I. Int J Cancer. 2003;107(6):991-6.
  • Izzo L, Meggiorini ML, Nofroni I, Pala A, De Felice C, Meloni P, et al. Insulin-like growth factor-I (IGF-1), IGF-binding protein-3 (IGFBP-3) and mammographic features. G Chir. 2012;33(5):153-62.
  • Bérubé S, Diorio C, Mâsse B, Hébert-Croteau N, Byrne C, Coté G, et al. Vitamin D and calcium intakes from food or supplements and mammographic breast density. Cancer Epidemiol Biomarkers Prev. 2005;14(7):1653-9.
  • Vachon CM, Kushi LH, Cerhan JR, Kuni CC, Sellers TA. Association of diet and mammographic breast density in the Minnesota breast cancer family cohort. Cancer Epidemiol Biomarkers Prev. 2000;9(2):151-60.

Kadınlarda Mamografik Meme Dansitesi ile Kalsiyum Metabolizması Belirteçleri Arasındaki İlişki: Retrospektif Gözlemsel Çalışma

Year 2025, Issue: Early Access
https://doi.org/10.18678/dtfd.1719914

Abstract

Amaç: Bu çalışmanın amacı, 40-80 yaş arası kadınlarda mamografi meme yoğunluğu ile kalsiyum metabolizmasının biyokimyasal göstergeleri ve femur boynu kemik mineral yoğunluğu (KMY) arasındaki ilişkiyi değerlendirmektir.
Gereç ve Yöntemler: Bu retrospektif, tek merkezli çalışmaya, Kasım 2020 ile Mart 2025 tarihleri arasında tarama mamografisi çekilen 598 kadın dahil edildi. Dışlama kriterleri uygulandıktan sonra, yaşları eşleştirilmiş 200 kadın rastgele seçildi ve her birinde 50 kadın olacak şekilde dört BI-RADS meme kompozisyon kategorisine (A, B, C ve D) eşit şekilde ayrıldı. Serum vitamin D3, paratiroid hormonu (PTH), kalsiyum ve femur boynu t-skorları kurumsal kayıtlardan alındı ve bu dört kategori arasında karşılaştırıldı.
Bulgular: Vitamin D3 düzeyleri (p=0,021) ve femur boynu t-skorlarının (p=0,041) dört kategori arasında anlamlı derecede farklı olduğu bulundu. Post-hoc analiz, D kategorisinde, vitamin D3 konsantrasyonlarının A (p=0,021), B (p=0,032) ve C (p=0,048) kategorilerine kıyasla anlamlı derecede farklı olduğunu gösterdi. Femur boynu t-skorları ise D kategorisinde A (p=0,013), B (p=0,025) ve C (p=0,041) kategorilerine kıyasla giderek azaldı. PTH (p=0,589) veya serum kalsiyumu (p=0,441) için anlamlı bir fark gözlenmedi.
Sonuç: Daha yüksek mamografi meme yoğunluğu, daha düşük D3 vitamini konsantrasyonları ve azalmış femur boynu KMY ile ilişkiliydi. Meme kompozisyonu, D vitamini eksikliği ve osteoporoz riski yüksek kadınları belirlemek için kolayca bulunabilen bir görüntüleme biyobelirteci olarak kullanılabilir ve bireyselleştirilmiş risk sınıflandırma stratejilerine entegre olma potansiyeline sahiptir.

References

  • Jiang S, Bennett DL, Rosner BA, Colditz GA. Longitudinal analysis of change in mammographic density in each breast and its association with breast cancer risk. JAMA Oncol. 2023;9(6):808-14.
  • Bodewes FTH, van Asselt AA, Dorrius MD, Greuter MJW, de Bock GH. Mammographic breast density and the risk of breast cancer: a systematic review and meta-analysis. Breast. 2022;66:62-8.
  • Pettersson A, Graff RE, Ursin G, Santos Silva ID, McCormack V, Baglietto L, et al. Mammographic density phenotypes and risk of breast cancer: a meta-analysis. J Natl Cancer Inst. 2014;106(5):dju078.
  • Mann RM, Athanasiou A, Baltzer PAT, Camps-Herrero J, Clauser P, Fallenberg EM, et al. Breast cancer screening in women with extremely dense breasts: recommendations of the European Society of Breast Imaging (EUSOBI). Eur Radiol. 2022;32(6):4036-45.
  • Ghieh D, Saade C, Najem E, El Zeghondi R, Rawashdeh MA, Berjawi G. Staying abreast of imaging - current status of breast cancer detection in high-density breast. Radiography (Lond). 2021;27(1):229-35.
  • Chen JH, Gulsen G, Su MY. Imaging breast density: established and emerging modalities. Transl Oncol. 2015;8(6):435-45.
  • Pedraza-Flechas AM, Lope V, Vidal C, Sánchez-Contador C, Santamariña C, Pedraz-Pingarrón C, et al. Thyroid disorders and mammographic density in Spanish women: Var-DDM study. Breast. 2017;34:12-7.
  • Tran TXM, Chang Y, Kim S, Ryu S, Park B. Mammographic breast density and cardiovascular disease risk in women. Atherosclerosis. 2023;387:117392.
  • Conroy SM, Butler LM, Harvey D, Gold EB, Sternfeld B, Greendale GA, et al. Metabolic syndrome and mammographic density: the Study of Women’s Health Across the Nation. Int J Cancer. 2011;129(7):1699-707.
  • Dabrosin N, Dabrosin C. Postmenopausal dense breasts maintain premenopausal levels of GH and insulin-like growth factor binding proteins in vivo. J Clin Endocrinol Metab. 2020;105(5):dgz323.
  • Kim BK, Chang Y, Ahn J, Jung HS, Kim CW, Yun KE, et al. Metabolic syndrome, insulin resistance, and mammographic density in pre- and postmenopausal women. Breast Cancer Res Treat. 2015;153(2):425-34.
  • Melmed S, Polonsky KS, Larsen PR, Kronenberg HM. Williams textbook of endocrinology. 13th ed. Philadelphia: Elsevier; 2016.
  • Peacock M. Calcium metabolism in health and disease. Clin J Am Soc Nephrol. 2010;5(Suppl 1):S23-30.
  • Hanna RM, Ahdoot RS, Kalantar-Zadeh K, Ghobry L, Kurtz I. Calcium transport in the kidney and disease processes. Front Endocrinol (Lausanne). 2022;12:762130.
  • Felsenfeld AJ, Levine BS, Rodriguez M. Pathophysiology of calcium, phosphorus, and magnesium dysregulation in chronic kidney disease. Semin Dial. 2015;28(6):564-77.
  • Ionele CM, Subtirelu MS, Ungureanu BS, Serbanescu MS, Rogoveanu I. Calcium and phosphorus deficiencies in patients with liver cirrhosis. Curr Health Sci J. 2022;48(3):311-6.
  • D’Orsi CJ, Sickles EA, Mendelson EB, Morris EA. ACR BI-RADS Atlas: Breast Imaging Reporting and Data System. 5th ed. Reston, VA: American College of Radiology; 2013.
  • Alipour S, Shirzad N, Sepidarkish M, Saberi A, Bayani L, Hosseini L. The effect of vitamin D supplementation on breast density changes: a clinical trial study. Nutr Cancer. 2018;70(3):425-30.
  • Wood ME, Liu H, Storrick E, Zariah D, Le-Petross HC, Jung SH, et al. The influence of vitamin D on mammographic density: results from CALGB 70806 (Alliance) a randomized clinical trial. Cancer Prev Res (Phila). 2021;14(7):753-62.
  • Xie SP, Pirianov G, Colston KW. Vitamin D analogues suppress IGF-I signalling and promote apoptosis in breast cancer cells. Eur J Cancer. 1999;35(12):1717-23.
  • Straub L, Riedel J, Luppa PB, Wissing J, Artmann A, Kiechle M, et al. Mammographic density and vitamin D levels - a cross-sectional study. Geburtshilfe Frauenheilkd. 2017;77(3):257-67.
  • Diorio C, Bérubé S, Byrne C, Mâsse B, Hébert-Croteau N, Yaffe M, et al. Influence of insulin-like growth factors on the strength of the relation of vitamin D and calcium intakes to mammographic breast density. Cancer Res. 2006;66(1):588-97.
  • Sprague BL, Trentham-Dietz A, Gangnon RE, Buist DS, Burnside ES, Aiello Bowles EJ, et al. The vitamin D pathway and mammographic breast density among postmenopausal women. Breast Cancer Res Treat. 2012;131(1):255-65.
  • Maskarinec G, Williams AE, Kaaks R. A cross-sectional investigation of breast density and insulin-like growth factor I. Int J Cancer. 2003;107(6):991-6.
  • Izzo L, Meggiorini ML, Nofroni I, Pala A, De Felice C, Meloni P, et al. Insulin-like growth factor-I (IGF-1), IGF-binding protein-3 (IGFBP-3) and mammographic features. G Chir. 2012;33(5):153-62.
  • Bérubé S, Diorio C, Mâsse B, Hébert-Croteau N, Byrne C, Coté G, et al. Vitamin D and calcium intakes from food or supplements and mammographic breast density. Cancer Epidemiol Biomarkers Prev. 2005;14(7):1653-9.
  • Vachon CM, Kushi LH, Cerhan JR, Kuni CC, Sellers TA. Association of diet and mammographic breast density in the Minnesota breast cancer family cohort. Cancer Epidemiol Biomarkers Prev. 2000;9(2):151-60.
There are 27 citations in total.

Details

Primary Language English
Subjects Radiology and Organ Imaging
Journal Section Research Article
Authors

Eren Çamur 0000-0002-8774-5800

Yasin Celal Güneş 0000-0001-7631-854X

Yusuf Öztürk 0009-0009-6372-1845

Berkay Ersöz 0009-0000-3407-0822

Cenkgazi Karabıyıkoğlu This is me 0009-0007-5206-4232

Seçil Gündoğdu This is me 0000-0002-6254-3022

Betül Akdal Dölek 0000-0002-8556-6278

Early Pub Date November 14, 2025
Publication Date November 27, 2025
Submission Date June 15, 2025
Acceptance Date October 24, 2025
Published in Issue Year 2025 Issue: Early Access

Cite

APA Çamur, E., Güneş, Y. C., Öztürk, Y., … Ersöz, B. (2025). Association between Mammographic Breast Density and Markers of Calcium Metabolism in Women: A Retrospective Observational Study. Duzce Medical Journal(Early Access). https://doi.org/10.18678/dtfd.1719914
AMA Çamur E, Güneş YC, Öztürk Y, et al. Association between Mammographic Breast Density and Markers of Calcium Metabolism in Women: A Retrospective Observational Study. Duzce Med J. November 2025;(Early Access). doi:10.18678/dtfd.1719914
Chicago Çamur, Eren, Yasin Celal Güneş, Yusuf Öztürk, Berkay Ersöz, Cenkgazi Karabıyıkoğlu, Seçil Gündoğdu, and Betül Akdal Dölek. “Association Between Mammographic Breast Density and Markers of Calcium Metabolism in Women: A Retrospective Observational Study”. Duzce Medical Journal, no. Early Access (November 2025). https://doi.org/10.18678/dtfd.1719914.
EndNote Çamur E, Güneş YC, Öztürk Y, Ersöz B, Karabıyıkoğlu C, Gündoğdu S, Akdal Dölek B (November 1, 2025) Association between Mammographic Breast Density and Markers of Calcium Metabolism in Women: A Retrospective Observational Study. Duzce Medical Journal Early Access
IEEE E. Çamur, Y. C. Güneş, Y. Öztürk, B. Ersöz, C. Karabıyıkoğlu, S. Gündoğdu, and B. Akdal Dölek, “Association between Mammographic Breast Density and Markers of Calcium Metabolism in Women: A Retrospective Observational Study”, Duzce Med J, no. Early Access, November2025, doi: 10.18678/dtfd.1719914.
ISNAD Çamur, Eren et al. “Association Between Mammographic Breast Density and Markers of Calcium Metabolism in Women: A Retrospective Observational Study”. Duzce Medical Journal Early Access (November2025). https://doi.org/10.18678/dtfd.1719914.
JAMA Çamur E, Güneş YC, Öztürk Y, Ersöz B, Karabıyıkoğlu C, Gündoğdu S, Akdal Dölek B. Association between Mammographic Breast Density and Markers of Calcium Metabolism in Women: A Retrospective Observational Study. Duzce Med J. 2025. doi:10.18678/dtfd.1719914.
MLA Çamur, Eren et al. “Association Between Mammographic Breast Density and Markers of Calcium Metabolism in Women: A Retrospective Observational Study”. Duzce Medical Journal, no. Early Access, 2025, doi:10.18678/dtfd.1719914.
Vancouver Çamur E, Güneş YC, Öztürk Y, Ersöz B, Karabıyıkoğlu C, Gündoğdu S, et al. Association between Mammographic Breast Density and Markers of Calcium Metabolism in Women: A Retrospective Observational Study. Duzce Med J. 2025(Early Access).