Journal List > J Cardiovasc Imaging > v.26(3) > 1101378

Suh and Yun: Breast Arterial Calcification: A Potential Surrogate Marker for Cardiovascular Disease

Abstract

Breast arterial calcifications (BAC), frequently observed on screening mammography, have been considered as an incidental finding without increased risk for breast cancer. They are medial calcifications and therefore, are indicative of arteriosclerosis. Previous studies indicated that the risk factors of BAC partly overlap with those of cardiovascular disease (CVD), and the presence of BAC is associated with prevalent and incident CVD. This suggests that medial arterial calcification might contribute to CVD through a pathway distinct from the intimal atherosclerotic process. A recent study showed that the presence and severity of BAC are associated with the presence of coronary artery calcification or plaques on coronary computed tomography angiography in asymptomatic women aged more than 40 years. In addition, BAC provided an independent and incremental predictive value over conventional risk factors. Given that population-based mammography screening is currently recommended in asymptomatic women, the evaluation of BAC may be helpful in identifying high-risk women without additional cost or radiation exposure.

INTRODUCTION

Although atherosclerotic cardiovascular disease (ASCVD) risk prediction algorithms currently play an important role in identifying high-risk patients who may benefit from preventive intervention, a large proportion of cardiovascular events occur in women whose 10-year estimated ASCVD risk is <7.5%.1)2) Therefore, additional strategies beyond the measurement of traditional risk factors are needed to identify women who might benefit from medical therapy based on unexpected higher risk.
Breast arterial calcification (BAC) is a type of medial calcification easily detected on standard mammography. Evidence over the past several decades suggests that BAC correlates with the risk of cardiovascular disease (CVD). In addition, there has been interest in whether the presence of BAC can improve cardiovascular risk assessments. Given that millions of women undergo mammography, a significant relationship between BAC and CVD would provide an opportunity to improve risk stratification without additional cost and radiation exposure.3)
In this review, we summarized existing evidence that shows a correlation of the presence of BAC on mammography with several traditional CVD risk factors and with prevalent and incident CVD. In addition, we briefly introduced the new data that investigated whether BAC can predict subclinical coronary artery disease (CAD) on coronary computed tomography angiography (CCTA) and that evaluated the potential utility of BAC for refining risk assessment in asymptomatic Korean women based on the 10-year ASCVD risk.

EVALUATION OF BAC

The Korean guidelines for breast cancer screening recommends biennial screening mammography in asymptomatic women aged 40 to 69 years (grade B recommendation), and it also recommends selective screening mammography in women aged 70 years or older according to individual risk and preference (grade C recommendation).4)
BAC on mammography is recognized by its typical tram-track appearance (two parallel linear calcifications), which is distinct from ductal calcification. Most BAC findings have been omitted in formal reporting because BAC is not related to breast cancer.
Normal mammography with BAC would be categorized in the Breast Imaging Reporting and Data System (BI-RADS) as category 1 (negative) or 2 (benign finding).5) To calculate a BAC score, the number, length, and density of BAC are evaluated. The number of calcified vessels in both breasts is recorded; if more than six calcified vessels are detected, the radiologist counts them as six. A vessel is counted as one if it is visible in both cranial-caudal and mediolateral-oblique views. The longest length of calcified vessel is scored using a 4-step scale (0, none; 1, less than 1/3; 2, between 1/3 and 2/3; and 3, more than 2/3). The calcification density of the vessel in the densest segment is scored using 4-step scale (0, none; 1, vessel wall calcification with clear visualization of the lumen and/or single wall calcination; 2, vessel wall calcification with clouding of the lumen; and 3, dense vessel wall calcification without visualization of the lumen) (Figure 1). To evaluate the severity of BAC, radiologists sum these three scores for each woman, and these BAC severity scores are categorized into three groups (0, 1 to 6, and 7 to 12).
Figure 1

Scoring system of breast arterial calcification (BAC) density. The calcification density of the vessel in the densest segment is scored using 4-step scale. White arrow indicates calcification segment. (A) 0, none, (B) 1, vessel wall calcification with clear visualization of the lumen and/or single wall calcination, (C) 2, vessel wall calcification with clouding of the lumen, (D) 3, dense vessel wall calcification without visualization of the lumen.

jcvi-26-125-g001
In the recent report, there was good agreement between readers for the BAC score (intraclass coefficient = 0.71, 95% confidence interval [CI]: 0.60–0.79) and substantial agreement for the presence of BAC (κ = 0.76, p < 0.001).3)

PREVALENCE AND RISK FACTORS OF BAC

BAC prevalence varies widely depending on the heterogeneity of the studied population and variations in the sensitivity of mammography equipment; ranging from 10% to 12% in healthier population-based cohort studies to 60% to 70% among women aged >70 years or with chronic kidney disease.6)
The systematic review and meta-analysis by Hendriks et al.7), showed BAC prevalence around 12.7% among women in breast cancer screening programs. Increasing age (pooled odds ratio [OR]: 2.98, 95% CI: 2.31–3.85 for every 10 years), diabetes (pooled OR: 1.88, 95% CI: 1.36–2.59), and parity as opposed to nulliparity (pooled OR: 3.43, 95% CI: 2.23–5.27) are associated with higher BAC prevalence. Smoking is associated with lower BAC prevalence (pooled OR: 0.48, 95% CI: 0.39–0.60). No associations were found with hypertension, obesity or dyslipidemia.
In the registry that enrolled 2,100 asymptomatic Korean women aged older than 40 years, BAC prevalence was reported as 9.5%.3) The risk factors of BAC were revealed as age, number of parities, diabetes mellitus, and body mass index in the univariable analysis and were in accordance with previous studies. However, only age and number of parities remained statistically significant after multivariable analysis (Table 1).
Table 1

Univariable and multivariable analyses to determine the factors associated with breast arterial calcifications in the BBC registry

jcvi-26-125-i001
Univariable Multivariable
OR 95% CI p-value OR 95% CI p-value
Age, 10 years 3.35 2.72–4.14 < 0.0001 2.88 2.24–3.70 < 0.0001
Number of parities 1.67 1.44–1.93 < 0.0001 1.56 1.29–1.88 < 0.0001
Hypertension 1.27 0.94–1.71 0.12 1.06 0.70–1.60 0.80
Hyperlipidemia 1.27 0.94–1.71 0.12 0.90 0.63–1.29 0.58
Diabetes mellitus 2.07 1.16–3.69 0.013 1.08 0.56–2.08 0.81
Current smoking 0.28 0.07–1.15 0.28 0.40 0.09–1.72 0.22
Hormone replacement therapy 0.50 0.20–1.23 0.13 0.51 0.20–1.30 0.16
Body mass index 1.06 1.01–1.11 0.022 0.97 0.92–1.04 0.39
OR: odds ratio, CI: confidence interval.

ASSOCIATION OF BAC AND CORONARY ATHEROSCLEROSIS

Table 2 summarizes current evidence of the association between BAC and coronary atherosclerosis.3)8)9)10)11)12)13)14)15)16)17)18)19)20)21)22)23)24)25) Initially, several studies examined the relationship of BAC with coronary atherosclerosis based on a coronary angiography diagnosis. The results were inconsistent across the studies and a 5-study meta-analysis by Abi Rafeh et al.26), including nearly 1000 women, demonstrated that patients with BAC had a 1.59-fold increased risk of CAD by angiography. However, it should be noted that, since these studies were performed in women who received clinically-indicated invasive coronary angiography, the study populations were limited to patients with suspected CAD, and were very small in size
Table 2

Association of breast arterial calcification with coronary atherosclerosis

jcvi-26-125-i002
Author, year n Age Modality Conclusion
Moshyedi, 19958) 182 39–92 CA BAC in women aged less than 59 years may indicate an additional risk factor for CAD, particularly in diabetic patients.
Henkin, 20039) 319 50–70 CA The presence of BAC does not differentiate between patients with angiographic evidence of CAD and those with angiographically normal coronary arteries.
Topal, 200710) 123 > 40 CA There was a significant increase in the frequency of BAC among subjects with more than two vessels with stenosis.
Fiuza Ferreira, 200711) 131 42–81 CA A strong association exists between intramammary arterial calcifications and CAD (adjusted OR: 4.6).
Penugonda, 201012) 94 66.7 (mean) CA BAC was not positively associated with cardiovascular risk factors, documented CAD, or acute cardiovascular events, suggesting that BAC is not a useful predictor of CAD in intermediate-to high-risk patients.
Zgheib, 201013) 172 64.3 (mean) CA The authors did not observe a correlation between BAC and coronary angiography-detected CHD, even when CHD severity was considered.
Hekimoğlu, 201214) 55 > 40 CA A significant relationship between intramammarian arterial calcifications and CAD was indicated (OR: 10.8, 95% CI: 3.02–38.59).
Ružičić, 201815) 102 > 45 CA In women > 45 years, there was a significant correlation between the severity of CAD as evaluated by the SYNTAX score and BAC as evaluated by the Likert scale.
Pecchi, 200316) 74 < 65 MSCT Positive association with CAC
Linear correlation between BAC severity and coronary calcium content
Maas, 200717) 499 49–70 MSCT Positive association with CAC
Matsumura, 201318) 202 30–90 MSCT Positive association with high-risk CAC score (CAC > 400)
Moradi, 201419) 150 > 40 CCTA No significant correlation of presence and severity of BAC with CAC score
Newallo, 201520) 195 46–59 CCTA Positive association with increased probability of coronary calcification, atherosclerosis, and CAD on CCTA
Mostafavi, 201521) 100 34–86 CCTA The presence of BAC on mammography appears to correlate with CAD as determined by CCTA.
The inclusion of BAC as a feature in CAD prediction significantly increased classification results.
Chadashvili, 201622) 145 56–61 CCTA Prediction of coronary artery calcium score of > 11
Significant correlation between BAC and cardiac risk factors, namely diabetes and chronic renal disease
Margolies, 201623) 292 39–92 MSCT Strong quantitative association with CAC
Equivalent to both the FRS and PCE for the identification of high-risk women and additive when women with established CAD are included.
Yoon, 20183) 2,100 > 40 CCTA Association of the presence and severity of BAC with the risk of subclinical CAD in asymptomatic women
Independent and incremental value over conventional risk algorithms
Kelly, 201824) 104 50–65 CCTA BAC diagnosed on 2 yearly screening mammography predicts CAD-RADS ≥ 3 disease in symptomatic patients.
Fathala, 201725) 435 58 (mean) MPS The presence and severity of BAC on screening or diagnostic mammography do not predict myocardial ischemia on stress MPS.
BAC: breast arterial calcification, CAG: coronary angiography, CAC: coronary artery calcification, CAD: coronary artery disease, CAD-RAD: coronary artery disease-reporting and data system, CCTA: coronary computed tomography angiography, CHD: coronary heart disease, CI: confidence interval, FRS: Framingham risk score, MPS: myocardial perfusion single-photon emission computed tomography, MSCT: multi-slice computed tomography, OR: odds ratio, PCE: pooled cohort equation.
The general utility of coronary artery calcification scoring (CACS) has been risk prognostication by directly visualizing coronary artery calcification (CAC) as a marker of subclinical heart disease.27)28) As demonstrated in the previous study, higher CACS is associated with higher risk of coronary heart disease (CHD) events.29)30)31) The presence of CAC has also been used to justify a more aggressive CAD risk-factor modification treatment, including aspirin, statins, and lifestyle modifications.32)33)
The association of BAC with CAC in several studies is also summarized in Table 3.34)35)36)37)38) With the exception of the study by Moradi et al.19), published studies point to a significant relationship of BAC with CAC. However, these data have limitations and should be interpreted with caution because of the small sample sizes and possible selection bias, since most studies recruited women who had already been referred for computed tomography (CT).33) In addition, there were differences in the methods for measuring CAC and CAC scoring thresholds across the studies.
Table 3

Longitudinal studies that examined the association between BAC and cardiovascular disease

jcvi-26-125-i003
Author, year Nation Population n Mean age (years) BAC prevalence Follow-up (years) Outcome HR 95% CI
Kemmeren,199834) Netherlands General 12,239 57.5 9.1% 16.8 All-cause mortality 1.29 1.06–1.58
Cardiovascular mortality 1.29 1.01–1.66
CHD mortality 1.44 1.02–2.05
Cerebrovascular mortality 0.88 0.49–1.61
Other cardiovascular mortality 1.38 0.89–2.16
Iribarren, 200435) United States General 12,761 56 3.0% 24.8 CHD 1.32 1.08–1.60
Ischemic stroke 1.41 1.11–1.78
Heart failure 1.52 1.18–1.98
Schnatz, 201136) United States General 1,454 56.3 16.3% 5 CHD 3.54 (OR) 2.28–5.50
Abou-Hassan, 201537) United States End stage renal disease 202 58.3 58.4% 4.1 Coronary artery disease 1.06 (OR) 0.48–2.38
PAD 4.56 (OR) 1.20–17.3
Hendriks, 201538) Netherlands General 1,540 57 8.6% 13.2 CHD 1.44 1.02–2.01
Stroke 1.39 0.92–2.08
PAD 1.37 0.74–2.52
Composite of CHD, stroke, PAD 1.39 1.00–1.93
BAC: breast arterial calcification, CHD: coronary heart disease, CI: confidence interval, HR: hazard ratio, n: number of patients, OR: odds ratio, PAD: peripheral arterial disease.
Margolies et al.23) studied 292 women who had mammography with a non-gated chest CT within a year and determined CAC in a semi-quantitative way. BAC demonstrated a quantitative association with CAC and was superior to standard cardiovascular risk factors for the prediction of CAC. However, the investigators failed to demonstrate a statistically significant incremental value of BAC to the conventional risk stratification algorithm.
A recent investigation by Yoon et al.3) was the first and largest study to evaluate the association between BAC and subclinical CAD, including both CAC and coronary atherosclerotic plaque (CAP), as evidenced by CCTA. The Women Health Cohort for Breast, Bone and Coronary Artery Disease (the BBC cohort) included 2,100 asymptomatic women aged older than 40 years who participated in general health check-ups (ClinicalTrials.gov Identifier: NCT03235622).The presence and severity of BAC was associated with the presence of CAC and CAP after adjusting for traditional cardiovascular risk factors. In addition, the evaluation of BAC provided an independent and incremental value over conventional risk algorithms. For the prediction of CAC and CAP, the addition of BAC presence to the ASCVD risk prediction algorithm significantly increased the areas under the curve (0.71 to 0.72, p = 0.016; and 0.66 to 0.68, p = 0.010, respectively) and resulted in net reclassification index improvements (0.304, p < 0.001; and 0.245, p < 0.001, respectively). Further studies regarding relationship between BAC and CAP composition or long-term follow up results according to the presence or severity of BAC will shed light on the causal relationship between BAC and CHD.

BAC AND LONGITUDINAL CARDIOVASCULAR OUTCOMES

Longitudinal studies that have examined the relationship between BAC and cardiovascular outcomes have been scarce and are summarized in Table 3.34)35)36)37)38)
Kemmeren et al.34) reported the relationship between BAC and cardiovascular mortality in a cohort of 12,239 women aged 50 to 68 years who participated in a population-based breast cancer screening project (DOM Project) in Utrecht, the Netherlands, during the period 1975-1977. Mortality data from 16-19 years of follow-up were available. The hazard ratio for overall mortality, mortality from CVD, and death from CHD were 1.29 (95% CI: 1.06–1.58), 1.29 (95% CI: 1.01–1.66) and 1.44 (95% CI: 1.02–2.05) in women with BAC detected on screening mammograms compared to women without BAC after correction for cardiovascular risk factors including age, diabetes mellitus, hypertension, parity, Quetelet index, and smoking.
Iribarren et al.35) used either hospital admission data or municipal death records to examine the association of BAC and CVD events. The authors reported hazard ratios of 1.32 (95% CI: 1.08–1.60) for incident CHD, 1.44 (95% CI: 1.02–2.05) for CHD mortality, 1.29 (95% CI: 1.01–1.66) for CVD mortality, and 1.52 (95% CI: 1.18–1.98) for heart failure after adjusting for age, race, education level, body mass index, total serum cholesterol, cigarette smoking, alcohol consumption, hypertension, diabetes, family history of myocardial infarction, number of live births, early menarche, and hormone replacement therapy.
Schnatz et al.36) found that women who were BAC positive had a 3.5-fold increased risk for CHD (OR: 3.54, 95% CI: 2.28–5.50, p = 0.001) when they evaluated the development of any CHD after 5 years among those who were CHD negative at baseline and controlling for age.
Contrary to other studies that analyzed women who participated in a breast cancer screening program, Abou-Hassan et al.37) reported the clinical implication of BAC in patients with end-stage renal disease (ESRD). In this study, BAC was found in 58% of the study participants and was significantly associated with age, diabetes, and ESRD duration. Both coronary artery (27% vs. 15%) and peripheral arterial disease (PAD) (19% vs. 4%) were more likely in patients with BAC compared to those without BAC, but only PAD persisted after accounting for other factors (OR: 4.6, 95% CI: 1.2–1.5).
Recently, Hendriks et al.38) reported a series of case–cohort studies nested within the larger Prospect-EPIC (European Prospective Investigation into Cancer and Nutrition) cohort study. The presence of BAC was significantly associated with CHD (HR: 1.44, 95% CI: 1.02–2.01) and combined CVD including CHD, stroke, and PAD (HR: 1.39; 95% CI: 1.00–1.93), during 13.2 years (median) of follow-up after adjusting conventional cardiovascular risk factors such as age, body mass index, physical activity, high density lipoprotein/ total cholesterol ratio, smoking and pulse pressure. Larger effect sizes were found for severe BAC, with HRs of 3.37 (95% CI: 1.80 to 6.31) for combined CVD and 3.40 (95% CI: 1.76 to 6.57) for CHD compared with women without BACs.
BAC appear to be associated with an increased risk of CVD events, while only being associated with some of the known cardiovascular risk factors, illustrating that medial arterial calcification might contribute to CVD through a pathway distinct from the intimal atherosclerotic process.39) Medial calcification may lead to CVD through increased arterial stiffness because BAC could be a marker of a more generalized tendency to develop medial calcification in other vascular beds.37)38) The lack of distensibility may lead to higher peak pressures in distal vessels, resulting in damage and remodeling and exacerbation of ischemia produced by co-existing atherosclerosis. Stiffening of the large arteries may also promote atherosclerosis by altering flow characteristics.40)
Despite existing evidence that suggests BAC is a risk factor for subclinical and clinical CVD, it is important to note that most of prior studies have relied on conventional film mammography. Therefore, further research is needed to examine the association of BAC with CVD risk factors and CVD events using digital mammographic techniques that have a much greater sensitivity level.40) The Multiethnic Study of Breast Arterial Calcium Gradation and Cardiovascular Risk (MINERVA) cohort study will yield novel insights into ethnic differences in BAC presence and gradation, and factors associated with BAC. In addition, no study to date has quantified BAC mass and its relationship with CVD risk factors and events, MINERVA may elucidate the role of BAC mass in the prediction of CVD and determine whether adding BAC mass to prediction model based on traditional risk factors improves the classification of risk for total CVD and its components.40)41)

LIMITATIONS AND FUTURE INVESTIGATIONS

First, there remains uncertainty regarding the exact causality and pathophysiologic mechanism of BAC, although previous studies have suggested a correlation of BAC with cardiovascular risk factors or with increased arterial stiffness.
Second, there are currently no guidelines regarding the reporting of BAC, therefore, it is often omitted. BAC should instead be treated as any other clinically relevant incidental finding, and be mentioned in the conclusion of the mammogram report to help clinicians assess cardiovascular risk.6)
Third, before BAC can be used to facilitate personalized decision-making for aggressive prevention, randomized controlled trials of an integrated screening and targeted prevention strategy are required.

CONCLUSION

BAC is associated with prevalent or incident CVD and subclinical coronary atherosclerosis. It could provide an independent and incremental predictive value over conventional risk factors. Further studies are warranted to evaluate whether the evaluation of BAC in asymptomatic women translates into long-term clinical benefits.

ACKNOWLEDGMENTS

This article was supported by a grant from the Basic Science Research Program through the National Research Foundation of Korea (NRF), sponsored by the Ministry of Science, ICT & Future Planning (NRF-2018R1D1A1B07044065).

Notes

Conflict of Interest The authors have no financial conflicts of interest.

References

1. Yeboah J, Polonsky TS, Young R, et al. Utility of nontraditional risk markers in individuals ineligible for statin therapy according to the 2013 American College of Cardiology/American Heart Association Cholesterol Guidelines. Circulation. 2015; 132:916–922.
crossref
2. Stone NJ, Robinson JG, Lichtenstein AH, et al. 2013 ACC/AHA guideline on the treatment of blood cholesterol to reduce atherosclerotic cardiovascular risk in adults: a report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines. J Am Coll Cardiol. 2014; 63:2889–2934.
3. Yoon YE, Kim KM, Han JS, et al. Prediction of subclinical coronary artery disease with breast arterial calcification and low bone mass in asymptomatic women: Registry for the Women Health Cohort for Breast, Bone, and Coronary Artery Disease Study. JACC Cardiovasc Imaging. 2018; pii: S1936-878X30551-5.
4. Lee EH, Park B, Kim NS, et al. The Korean guideline for breast cancer screening. J Korean Med Assoc. 2015; 58:408–419.
5. Sickles EA, D'Orsi CJ, Bassett LW, et al. ACR BI-RADS®. Mammography. ACR BI-RADS®. Atlas, Breast Imaging Reporting and Data System. Reston, VA: American College of Radiology;2013. p. 5.
6. Polonsky TS, Greenland P. Breast arterial calcification: expanding the reach of cardiovascular prevention. Circulation. 2017; 135:499–501.
7. Hendriks EJ, de Jong PA, van der Graaf Y, et al. Breast arterial calcifications: a systematic review and meta-analysis of their determinants and their association with cardiovascular events. Atherosclerosis. 2015; 239:11–20.
crossref
8. Moshyedi AC, Puthawala AH, Kurland RJ, O'Leary DH. Breast arterial calcification: association with coronary artery disease. Work in progress. Radiology. 1995; 194:181–183.
crossref
9. Henkin Y, Abu-Ful A, Shai I, Crystal P. Lack of association between breast artery calcification seen on mammography and coronary artery disease on angiography. J Med Screen. 2003; 10:139–142.
crossref
10. Topal U, Kaderli A, Topal NB, et al. Relationship between the arterial calcification detected in mammography and coronary artery disease. Eur J Radiol. 2007; 63:391–395.
crossref
11. Fiuza Ferreira EM, Szejnfeld J, Faintuch S. Correlation between intramammary arterial calcifications and CAD. Acad Radiol. 2007; 14:144–150.
crossref
12. Penugonda N, Billecke SS, Yerkey MW, Rebner M, Marcovitz PA. Usefulness of breast arterial calcium detected on mammography for predicting coronary artery disease or cardiovascular events in women with angina pectoris and/or positive stress tests. Am J Cardiol. 2010; 105:359–361.
crossref
13. Zgheib MH, Buchbinder SS, Abi Rafeh N, et al. Breast arterial calcifications on mammograms do not predict coronary heart disease at coronary angiography. Radiology. 2010; 254:367–373.
crossref
14. Hekimoğlu B, Simşir BD, Oztürk E, Yücesoy C, Akdemir R. The association of intramammarian arterial calcifications detected on mammography with coronary artery disease and its risk factors. JBR-BTR. 2012; 95:229–234.
15. Ružičić D, Dobrić M, Vuković M, et al. The correlation of SYNTAX score by coronary angiography with breast arterial calcification by digital mammography. Clin Radiol. 2018; 73:454–459.
crossref
16. Pecchi A, Rossi R, Coppi F, Ligabue G, Modena MG, Romagnoli R. Association of breast arterial calcifications detected by mammography and coronary artery calcifications quantified by multislice CT in a population of post-menopausal women. Radiol Med. 2003; 106:305–312.
17. Maas AH, van der Schouw YT, Atsma F, et al. Breast arterial calcifications are correlated with subsequent development of coronary artery calcifications, but their aetiology is predominantly different. Eur J Radiol. 2007; 63:396–400.
crossref
18. Matsumura ME, Maksimik C, Martinez MW, et al. Breast artery calcium noted on screening mammography is predictive of high risk coronary calcium in asymptomatic women: a case control study. Vasa. 2013; 42:429–433.
crossref
19. Moradi M, Adibi A, Abedi M. Relationship between breast arterial calcification on mammography with CT calcium scoring and coronary CT angiography results. Adv Biomed Res. 2014; 3:79.
crossref
20. Newallo D, Meinel FG, Schoepf UJ, et al. Mammographic detection of breast arterial calcification as an independent predictor of coronary atherosclerotic disease in a single ethnic cohort of African American women. Atherosclerosis. 2015; 242:218–221.
crossref
21. Mostafavi L, Marfori W, Arellano C, et al. Prevalence of coronary artery disease evaluated by coronary CT angiography in women with mammographically detected breast arterial calcifications. PLoS One. 2015; 10:e0122289.
crossref
22. Chadashvili T, Litmanovich D, Hall F, Slanetz PJ. Do breast arterial calcifications on mammography predict elevated risk of coronary artery disease? Eur J Radiol. 2016; 85:1121–1124.
crossref
23. Margolies L, Salvatore M, Hecht HS, et al. Digital Mammography and Screening for Coronary Artery Disease. JACC Cardiovasc Imaging. 2016; 9:350–360.
crossref
24. Kelly B, Scanlan E, McNally S, Prichard R, Dodd J. Breast arterial calcification on screening mammography can predict clinically significant coronary artery disease (CAD) in the BreastCheck screening cohort. Eur J Surg Oncol. 2017; 43:S2.
crossref
25. Fathala A, Al Amer A, Shukri M, Abouzied MM, Alsugair A. The relationship between coronary artery calcification and myocardial perfusion in asymptomatic women. Ann Saudi Med. 2012; 32:378–383.
crossref
26. Abi Rafeh N, Castellanos MR, Khoueiry G, et al. Association between coronary artery disease diagnosed by coronary angiography and breast arterial calcifications on mammography: meta-analysis of the data. J Womens Health (Larchmt). 2012; 21:1053–1058.
crossref
27. Agatston AS, Janowitz WR, Hildner FJ, Zusmer NR, Viamonte M Jr, Detrano R. Quantification of coronary artery calcium using ultrafast computed tomography. J Am Coll Cardiol. 1990; 15:827–832.
crossref
28. Hecht HS, Cronin P, Blaha MJ, et al. 2016 SCCT/STR guidelines for coronary artery calcium scoring of noncontrast noncardiac chest CT scans: A report of the Society of Cardiovascular Computed Tomography and Society of Thoracic Radiology. J Cardiovasc Comput Tomogr. 2017; 11:74–84.
crossref
29. Lakoski SG, Greenland P, Wong ND, et al. Coronary artery calcium scores and risk for cardiovascular events in women classified as “low risk” based on Framingham risk score: the multi-ethnic study of atherosclerosis (MESA). Arch Intern Med. 2007; 167:2437–2442.
30. Kim KP, Einstein AJ, Berrington de González A. Coronary artery calcification screening: estimated radiation dose and cancer risk. Arch Intern Med. 2009; 169:1188–1194.
31. Kondos GT, Hoff JA, Sevrukov A, et al. Electron-beam tomography coronary artery calcium and cardiac events: a 37-month follow-up of 5635 initially asymptomatic low- to intermediate-risk adults. Circulation. 2003; 107:2571–2576.
crossref
32. Taylor AJ, Bindeman J, Feuerstein I, et al. Community-based provision of statin and aspirin after the detection of coronary artery calcium within a community-based screening cohort. J Am Coll Cardiol. 2008; 51:1337–1341.
crossref
33. Ryan AJ, Choi AD, Choi BG, Lewis JF. Breast arterial calcification association with coronary artery calcium scoring and implications for cardiovascular risk assessment in women. Clin Cardiol. 2017; 40:648–653.
crossref
34. Kemmeren JM, van Noord PA, Beijerinck D, Fracheboud J, Banga JD, van der Graaf Y. Arterial calcification found on breast cancer screening mammograms and cardiovascular mortality in women: the DOM project. Am J Epidemiol. 1998; 147:333–341.
crossref
35. Iribarren C, Go AS, Tolstykh I, Sidney S, Johnston SC, Spring DB. Breast vascular calcification and risk of coronary heart disease, stroke, and heart failure. J Womens Health (Larchmt). 2004; 13:381–389.
crossref
36. Schnatz PF, Marakovits KA, O'Sullivan DM. The association of breast arterial calcification and coronary heart disease. Obstet Gynecol. 2011; 117:233–241.
crossref
37. Abou-Hassan N, Tantisattamo E, D'Orsi ET, O'Neill WC. The clinical significance of medial arterial calcification in end-stage renal disease in women. Kidney Int. 2015; 87:195–199.
crossref
38. Hendriks EJE, Beulens JWJ, Mali WPTM, et al. Breast arterial calcifications and their association with incident cardiovascular disease and diabetes: the Prospect-EPIC cohort. J Am Coll Cardiol. 2015; 65:859–860.
39. Hendriks EJ, de Jong PA, van der Graaf Y, Mali WP, van der Schouw YT, Beulens JW. Breast arterial calcifications: a systematic review and meta-analysis of their determinants and their association with cardiovascular events. Atherosclerosis. 2015; 239:11–20.
crossref
40. Iribarren C, Molloi S. Breast arterial calcification: a new marker of cardiovascular risk? Curr Cardiovasc Risk Rep. 2013; 7:126–135.
crossref
41. Iribarren C, Sanchez G, Husson G, et al. MultIethNic Study of BrEast ARterial Calcium Gradation and CardioVAscular Disease: cohort recruitment and baseline characteristics. Ann Epidemiol. 2018; 28:41–47.e12.
crossref
TOOLS
ORCID iDs

Jung-Won Suh
https://orcid.org/0000-0002-0397-6071

Bo La Yun
https://orcid.org/0000-0002-5457-7847

Similar articles