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DOI: 10.1055/s-0045-1809161
Malignancy Risk Stratification of Suspicious Breast Microcalcifications Detected on Mammograms Using Morphological and Distribution Characteristics Based on the Fifth Edition of BI-RADS
Funding None.
- Abstract
- Introduction
- Materials and Methods
- Statistical Analysis
- Results
- Discussion
- Conclusion
- References
Abstract
Background
Breast cancer is a major cause of mortality and morbidity in women. Hence, detecting suspicious microcalcifications on mammograms can be crucial for early diagnosis.
Aims
To determine the malignancy risk of suspicious microcalcifications detected on mammograms in terms of positive predictive value (PPV) based on morphology and distribution characteristics and correlate results with BI-RADS Atlas, fifth edition and world literature.
Materials and Methods
This is a hospital-based observational study conducted at our institute over 15-month duration and included all symptomatic and asymptomatic females who underwent mammogram, detected with suspicious breast microcalcifications, followed by stereotactic or ultrasound-guided breast biopsy and histopathology.
Statistical Analysis
The chi-square test was used to test the association of the outcome. A p < 0.05 was considered to be statistically significant.
Results
Among 77 lesions, 56 were not associated with mass and 21 were associated with mass. Overall PPV for malignancy of suspicious microcalcifications not associated with mass was 37.5%, and PPV of these according to morphology descriptors was: amorphous 9.5%; coarse heterogeneous 45.4%; fine pleomorphic 50%, and fine linear/fine linear branching 100% (p < 0.001). Overall PPV when associated with mass was 71.4%. PPV of suspicious microcalcifications for distribution descriptors was: regional 0%, grouped 38.9%, linear 66.7%, and segmental 63.2%.
Conclusion
Results of our study correlated well with BI-RADS, fifth edition. Subcategorizing morphology and distribution descriptors provides accurate risk stratification, determines the need for image-guided biopsy, and guides further management strategies.
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Introduction
Breast cancer is one of the most common causes of mortality and morbidity in women. The mortality rate has been reduced more so in the developed world, which is largely due to new therapies and the spread of screening mammography.[1] Breast microcalcifications can be the early and only presenting sign of breast cancer. Mammography is used worldwide to detect microcalcifications.[2]
Calcifications are described by their morphology and distribution according to the BI-RADS lexicon. In 2013, the fifth edition of BI-RADS was released.[3] Stereotactic vacuum-assisted breast biopsy (SVAB) is a minimally invasive technique and involves high-quality specimens, a high calcification retrieval rate, and a low false-negative rate.[4] When SVAB is difficult to perform or a mammography-guided localization puncture device is unavailable, ultrasound (US)-guided breast biopsy is an alternative option if the calcifications are detectable by US.[4]
In our study, we have assessed the morphology and distribution of suspicious breast microcalcifications detected on mammogram based on the fifth edition of BI-RADS lexicon, evaluated the results of image-guided biopsies, and assessed the malignancy risk in terms of positive predictive value (PPV) and compared with BI-RADS Atlas, fifth edition and world literature.
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Materials and Methods
This is a hospital-based study conducted at our institute over a period of 15 months. The study population included all symptomatic and asymptomatic females who underwent mammograms and were detected with suspicious breast microcalcifications, followed by stereotactic-guided or US-guided breast biopsy and histopathological examination (HPE) with immunohistochemistry.
A total of 77 patients with suspicious breast microcalcifications detected on mammography were included. Patients who are younger than 30 years, patients with benign breast calcifications, benign breast masses such as fibroadenoma, cyst, etc., and patients who did not undergo biopsy or with unsatisfactory images were excluded from the study.
Procedure
A detailed clinical history was documented in a preset proforma for each patient. Digital mammography was performed with a Hologic Selenia 6000 digital mammography unit. Standard mediolateral oblique and craniocaudal views, three-dimensional (3D) tomosynthesis views, and synthetic two-dimensional mammogram view (C view—better for assessing calcifications) from 3D views were obtained for all patients.
Two radiologists specialized in breast imaging reviewed the mammograms and categorized calcifications as typically benign/suspicious based on the BI-RADS Atlas, fifth edition. Those with suspicious microcalcifications were offered stereotactic-guided vacuum-assisted biopsy using Hologic Selenia 6000 digital mammography unit with 9G ATEC biopsy needle or US-guided core needle biopsy with GE LOGIQ P6 and GE LOGIQ F8 ultrasound machines using Max-Core/MAGNUM disposable core biopsy instruments MC1410 and MC1610 having 14G and 16G needles, followed by HPE. The findings were evaluated according to the fifth edition of BI-RADS lexicon. Ethics committee approval was granted for the study.
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Statistical Analysis
The qualitative data were expressed as percentage. Continuous variables were expressed as mean and standard deviation. The chi-square test was used to test the association of the outcome. A p < 0.05 was considered to be statistically significant. Data were entered into Microsoft Excel (Windows 11; version 22H2), and analyses were done using the Statistical Package for Social Sciences (SPSS) for Windows software (version 22.0; SPSS Inc., Chicago, United States). Predictive accuracy was calculated for the morphology and distribution of suspicious microcalcifications by taking HPE as the gold standard. Bar charts and pie charts were used for a visual representation of the analyzed data. The lesions were studied as per the fifth edition of the American College of Radiology Breast Imaging Reporting and Data System (ACR BI-RADS) 2013.
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Results
A total of 77 women with suspicious breast microcalcifications detected on mammograms were included in the study. Age of the population ranged from 34 to 83 years, with a mean age of 55 years; 35 (45.4%) were identified in the right breast, and 42 (54.5%) were identified in the left breast.
Among 77 lesions, 56 (72.7%) were not associated with mass, and 21 (27.3%) were associated with mass. Out of 56 (72.7%) lesions, without any mass on mammography, 47 (83.9%) underwent stereotactic-guided biopsy and 9 (16%) underwent US-guided biopsy as the microcalcifications were seen on US. Overall PPV for malignancy of suspicious microcalcifications without associated mass was 37.5%.
Twenty-one (27.3%) out of 77 lesions were associated with mass and underwent US-guided biopsy. Overall PPV of these suspicious microcalcifications when associated with mass was 71.4% and more likely to be invasive ([Table 1]).
Abbreviation: PPV, positive predictive value.
The PPV of suspicious microcalcifications without any associated mass on mammogram according to the morphology descriptors was as follows: amorphous, 9.5%; coarse heterogeneous, 45.4%; fine pleomorphic, 50%, and fine linear/fine linear branching, 100% (p-value < 0.001). Fine linear/linear branching had the highest PPV of 100% ([Table 2]).
Morphology |
Benign |
Malignant |
Total (n = 56) |
PPV |
p-Value[a] |
||
---|---|---|---|---|---|---|---|
N |
Percentage |
N |
Percentage |
||||
Amorphous |
19 |
90.5 |
2 |
9.5 |
21 |
9.5% |
< 0.001 (S) |
Coarse heterogeneous |
6 |
54.5 |
5 |
45.4 |
11 |
45.4% |
|
Fine pleomorphic |
10 |
50 |
10 |
50 |
20 |
50% |
|
Fine linear and fine linear branching |
0 |
0 |
4 |
100 |
4 |
100% |
Abbreviations: PPV, positive predictive value; S, statistically significant.
a Chi-square test.
The PPV of suspicious microcalcifications associated with mass for morphology descriptors in our study was as follows: fine pleomorphic, 66.6% and fine linear/fine linear branching,100%. None were malignant among coarse heterogeneous and none of the microcalcifications associated with mass were amorphous ([Table 3]).
Abbreviation: PPV, positive predictive value.
The PPV of suspicious microcalcifications for distribution descriptors was as follows: regional, 0%; grouped, 38.9%; linear, 66.7%; and segmental, 63.2%. Segmental and linear distribution patterns were found to have the highest PPV for malignancy ([Table 4]).
Distribution |
Benign |
Malignant |
Total (n = 77) |
PPV |
p-Value[a] |
||
---|---|---|---|---|---|---|---|
N |
Percentage |
N |
Percentage |
||||
Regional |
7 |
100 |
0 |
0 |
7 |
0 |
0.017 (S) |
Grouped |
22 |
61.1 |
14 |
38.9 |
36 |
38.9% |
0.195 |
Segmental |
7 |
36.8 |
12 |
63.2 |
19 |
63.2% |
0.099 |
Linear |
5 |
33.3 |
10 |
66.7 |
15 |
66.7% |
0.085 |
Abbreviations: PPV, positive predictive value; S, statistically significant.
a Chisquare test.
The PPV of suspicious microcalcifications according to BI-RADS category was as follows: BI-RADS IVA, 10.5%; BI-RADS IVB, 16%; BI-RADS IVC, 88.2%; and BI-RADS V, 93.8% ([Table 5]).
Abbreviation: PPV, positive predictive value.
Among 77 individuals with suspicious microcalcifications, 41 (53%) were benign, 12 (16%) were in situ carcinoma, and 24 (31%) were invasive carcinoma ([Fig. 1]).


Among 24 individuals with suspicious microcalcifications diagnosed as invasive carcinoma, 1 (4.1%) was invasive ductal carcinoma grade 1, 13 (54.1%) were invasive ductal carcinoma grade 2, 6 (25%) were invasive ductal carcinoma grade 3, 3 (12.5%) were invasive ductal carcinoma grades 2 and 3, and 1 (4.1%) was invasive mucinous carcinoma grade 2.
Among 41 individuals with suspicious microcalcifications diagnosed as benign, 27 (65.8%) were fibrocystic disease, 6 (14.6%) were benign fibroepithelial lesions, 2 (4.8%) were benign papillomas, and 6 (14.6%) were benign breast changes ([Table 6]).
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Discussion
Subcategorization of morphology and distribution descriptors for suspicious microcalcifications based on the fifth edition of BI-RADS lexicon is important because of the different PPVs for each type of microcalcifications. Image-guided breast biopsy is accurate, minimally invasive and can be used as a safe approach for diagnosis in patients with suspicious breast microcalcifications.
In 2013, the fifth edition of the BI-RADS Atlas was published and incorporated changes in the management, nomenclature, and descriptors of various lesions and of calcifications.[5] In the fourth edition, calcifications were separated into three categories: typically benign, intermediate concern, and higher probability. They are now consolidated into two categories: typically benign and suspicious morphology.[6]
Suspicious morphology calcifications are described as amorphous, coarse heterogeneous, fine pleomorphic, and fine linear or fine-linear branching in the BI-RADS lexicon.
Amorphous (historically, “indistinct”): Small and/or hazy in appearance, hence a more specific particle shape cannot be determined. These calcifications in a grouped, linear, or segmental distribution are suspicious and generally warrant biopsy ([Fig. 2]).


Coarse heterogeneous: Irregular, conspicuous calcifications that are generally between 0.5 and 1 mm and tend to coalesce, but are smaller than dystrophic calcifications ([Fig. 3]).


Fine pleomorphic: More conspicuous than amorphous forms and have discrete shapes. These are distinguished from fine linear and linear branching forms by the absence of fine-linear particles. Fine pleomorphic calcifications vary in size and shape and are usually < 0.5 mm in diameter ([Figs. 4] [5] [6]).






Fine linear or fine-linear branching: These are thin, linear, irregular calcifications, which may be discontinuous and which are < 0.5 mm in caliber. Occasionally, branching forms may be seen. Their appearance suggests filling of the lumen of a duct or ducts involved irregularly by breast cancer[7] ([Figs. 4] and [6]).
In our study, overall PPV for malignancy of suspicious microcalcifications without associated mass was 37.5%, which is within the acceptable range set out in the BI-RADS fifth edition (20–45% for abnormal screening findings)[8] and comparable to study conducted by Liu and Huang (overall PPV was 37.0%).[4]
According to the fifth edition of BI-RADS Atlas ACR 2013,[7] PPV for morphology descriptors are as follows: amorphous ∼ 20%; coarse heterogeneous, ∼15%; fine pleomorphic, ∼ 29%; and fine linear and linear branching ∼70%.
In our study, the PPV of suspicious microcalcifications without any associated mass on mammogram, according to the morphology descriptors was as follows: amorphous, 9.5%; coarse heterogeneous, 45.4%; fine pleomorphic, 50%; and fine linear/fine linear branching, 100% (p-value < 0.001). Fine linear/fine linear branching had the highest PPV of 100%.
Our study found higher PPVs for coarse heterogeneous, fine pleomorphic, and fine linear/fine linear branching microcalcifications, slightly lower PPV for amorphous microcalcifications as compared with the fifth edition of BI-RADS Atlas ACR 2013,[7] but was well correlated with the final BI-RADS assessment categories.
Reasons for mild variations in our study compared with the fifth edition of BI-RADS Atlas could be due to the small sample size and the study was not conducted in a regular screening population.
Our study had slightly higher PPV for coarse heterogeneous group and similar results were obtained for other groups of morphology descriptors as compared with studies conducted by Park et al[9] (PPV of amorphous, 15.9%; coarse heterogeneous, 31.7%; fine pleomorphic, 58.2%; and fine linear or branching, 90.6%), Kim et al[3] (Overall PPV: 22.4%. PPVs of morphology descriptors: amorphous, 7.9%; coarse heterogeneous, 17.8%; fine pleomorphic, 63.2%; and fine linear/fine linear branching, 100%), and Metaxa et al[10] (PPV of amorphous, 7.1%; coarse heterogeneous, 33.3%; fine pleomorphic, 48.1%; and fine linear/fine linear branching, 85.2%).
Our study had higher PPV for coarse heterogeneous, lower PPV for the amorphous group, and similar PPV for other calcifications as compared with a study conducted by Burnside et al[11] (PPV was 7% for coarse heterogeneous, 20–26% for amorphous, 25–41% for fine pleomorphic, and >80% for linear and branched calcifications).
In our study, the PPV of suspicious microcalcifications for distribution descriptors was as follows: regional 0%, grouped 38.9%, linear 66.7%, and segmental 63.2%.
Our study had no malignant lesion among microcalcifications, which were categorized as regional distribution. Linear and segmental types of distribution had the highest PPV of being malignant. This correlated well with BI-RADS Atlas, fifth edition according to which the probability of malignancy for grouped is ∼31%, linear is ∼60%, and segmental is ∼62%. The probability of malignancy is described as ∼26% for regional distribution.
The PPV of segmental and linear type of distribution in our study correlated well with the studies conducted by Kim et al[3] (regional, 8.8%; grouped, 14.3%; linear, 87.5%; and segmental, 63.6%) and Liu and Huang[4] (regional, 46%; grouped, 36%; linear, 68%; and segmental, 78%). Variations were found with other descriptors.
Our study had similar results as compared with the study conducted by Park et al[9] except for regional distribution (regional, 31.5%; grouped, 31.3%; linear, 50%; and segmental, 77.9%) (p < 0.001).
In our study, 21 (27.3%) out of 77 lesions were associated with mass and underwent US-guided biopsy. Overall PPV of these suspicious microcalcifications when associated with mass was 71.4%, and more likely to be invasive which was similar to the study conducted by Soo et al[12] (PPV of 69%) and Bae et al[13] (66.2% [51/77] vs. 23.2% [46/198]; p-value < 0.001) or of higher BI-RADS category (61.0% [47/77] vs. 22.2% [44/198]; p-value < 0.001).
PPV of suspicious microcalcifications associated with mass for morphology descriptors in our study were as follows: fine pleomorphic was 66.6% and fine linear/fine linear branching was 100%. None was malignant among coarse heterogeneous and none of the microcalcifications associated with mass was amorphous.
Hence, the presence of mass along with microcalcifications increases the likelihood of malignancy. Our study also showed sonographically visible lesions with microcalcifications to be of higher BI-RADS category and more likely to be malignant ([Figs. 5] and [6]).
In our study, the PPV of suspicious microcalcifications according to BI-RADS category was as follows: BI-RADS IVA, 10.5%; BI-RADS IVB, 16%; BI-RADS IV C, 88.2%; and BI-RADS V, 93.8%. This correlated well with the fifth edition of BI-RADS Atlas 2013 according to which the PPV for each category is as follows: BI-RADS IVA, > 2–< 10%; BI-RADS IVB, >10–< 50%; BI-RADS IVC, >50–< 95%, and BI-RADS V, >95%.
Clinical Implications
Breast microcalcifications can be the early and only presenting sign of breast cancer, which can be detected on mammograms. Hence, it is very essential to perform a proper assessment of various calcifications. Assigning a BI-RADS category to each of these suspected microcalcifications helps in risk assessment, determines the need for image-guided biopsy, and guides further management strategies.
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Conclusion
Results of our study correlated well with BI-RADS, fifth edition. Subcategorizing morphology and distribution descriptors provides accurate risk stratification, determines the need for image-guided biopsy, and guides further management strategies. However, our study has certain limitations as ours was a small sample size. Studies with larger sample size are needed for more accurate assessment of these findings. Also, the participants in the study were the Indian population which could be the reason for mild variations in the results obtained as compared with world literature.
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Conflict of Interest
None declared.
Patients' Consent
Consent has been taken from all the patients.
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References
- 1 Ayyildiz VA, Taydas O, Demirkazik FB, Akpinar MG. Vacuum-assisted breast biopsy of microcalcifications on the stereotactic prone table and comparison of the histopathologic diagnosis with mammographic features. Ann Med Res 2021; 28 (04) 668-673
- 2 Nalawade YV. Evaluation of breast calcifications. Indian J Radiol Imaging 2009; 19 (04) 282-286
- 3 Kim SY, Kim HY, Kim EK, Kim MJ, Moon HJ, Yoon JH. Evaluation of malignancy risk stratification of microcalcifications detected on mammography: a study based on the 5th edition of BI-RADS. Ann Surg Oncol 2015; 22 (09) 2895-2901
- 4 Liu J, Huang L. Image-guided vacuum-assisted breast biopsy in the diagnosis of breast microcalcifications. J Int Med Res 2018; 46 (07) 2743-2753
- 5 Hernández PA, Estrada TT, Pizarro AL, Cisternas MD, Tapia CS. Breast calcifications: description and classification according to BI-RADS 5th edition. Rev Chil Radiol 2016; 22: 80-91
- 6 Rao AA, Feneis J, Lalonde C, Ojeda-Fournier H. A pictorial review of changes in the BI-RADS fifth edition. Radiographics 2016; 36 (03) 623-639
- 7 Atlas AB. Breast imaging reporting and data system. American College of Radiology 2013
- 8 Sickles EA, D'Orsi CJ, Bassett LW. et al. ACR BI-RADS mammography. 5th ed.. In: D'Orsi CJ, Sickles EA, Mendelson EB. et al. ACR BI-RADS Atlas, Breast Imaging Reporting and Data System. Reston, VA: American College of Radiology; 2013
- 9 Park GE, Kim SH, Lee JM, Kang BJ, Chae BJ. Comparison of Positive Predictive Values of Categorization of Suspicious Calcifications Using the 4th and 5th Editions of BI-RADS. AJR Am J Roentgenol 2019; 213 (03) 710-715
- 10 Metaxa L, Healy NA, O'Keeffe SA. Breast microcalcifications: the UK RCR 5-point breast imaging system or BI-RADS; which is the better predictor of malignancy?. Br J Radiol 2019; 92 (1103): 20190177
- 11 Burnside ES, Ochsner JE, Fowler KJ. et al. Use of microcalcification descriptors in BIRADS 4th edition to stratify risk of malignancy. Radiology 2007; 242: 388-395
- 12 Soo MS, Baker JA, Rosen EL. Sonographic detection and sonographically guided biopsy of breast microcalcifications. American Journal of Roentgenology 2003; 180 (04) 941-8
- 13 Bae S, Yoon JH, Moon HJ, Kim MJ, Kim EK. Breast microcalcifications: diagnostic outcomes according to image-guided biopsy method. Korean J Radiol 2015; 16 (05) 996-1005
Address for correspondence
Publication History
Article published online:
27 May 2025
© 2025. Indian Radiological Association. This is an open access article published by Thieme under the terms of the Creative Commons Attribution-NonDerivative-NonCommercial License, permitting copying and reproduction so long as the original work is given appropriate credit. Contents may not be used for commercial purposes, or adapted, remixed, transformed or built upon. (https://creativecommons.org/licenses/by-nc-nd/4.0/)
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References
- 1 Ayyildiz VA, Taydas O, Demirkazik FB, Akpinar MG. Vacuum-assisted breast biopsy of microcalcifications on the stereotactic prone table and comparison of the histopathologic diagnosis with mammographic features. Ann Med Res 2021; 28 (04) 668-673
- 2 Nalawade YV. Evaluation of breast calcifications. Indian J Radiol Imaging 2009; 19 (04) 282-286
- 3 Kim SY, Kim HY, Kim EK, Kim MJ, Moon HJ, Yoon JH. Evaluation of malignancy risk stratification of microcalcifications detected on mammography: a study based on the 5th edition of BI-RADS. Ann Surg Oncol 2015; 22 (09) 2895-2901
- 4 Liu J, Huang L. Image-guided vacuum-assisted breast biopsy in the diagnosis of breast microcalcifications. J Int Med Res 2018; 46 (07) 2743-2753
- 5 Hernández PA, Estrada TT, Pizarro AL, Cisternas MD, Tapia CS. Breast calcifications: description and classification according to BI-RADS 5th edition. Rev Chil Radiol 2016; 22: 80-91
- 6 Rao AA, Feneis J, Lalonde C, Ojeda-Fournier H. A pictorial review of changes in the BI-RADS fifth edition. Radiographics 2016; 36 (03) 623-639
- 7 Atlas AB. Breast imaging reporting and data system. American College of Radiology 2013
- 8 Sickles EA, D'Orsi CJ, Bassett LW. et al. ACR BI-RADS mammography. 5th ed.. In: D'Orsi CJ, Sickles EA, Mendelson EB. et al. ACR BI-RADS Atlas, Breast Imaging Reporting and Data System. Reston, VA: American College of Radiology; 2013
- 9 Park GE, Kim SH, Lee JM, Kang BJ, Chae BJ. Comparison of Positive Predictive Values of Categorization of Suspicious Calcifications Using the 4th and 5th Editions of BI-RADS. AJR Am J Roentgenol 2019; 213 (03) 710-715
- 10 Metaxa L, Healy NA, O'Keeffe SA. Breast microcalcifications: the UK RCR 5-point breast imaging system or BI-RADS; which is the better predictor of malignancy?. Br J Radiol 2019; 92 (1103): 20190177
- 11 Burnside ES, Ochsner JE, Fowler KJ. et al. Use of microcalcification descriptors in BIRADS 4th edition to stratify risk of malignancy. Radiology 2007; 242: 388-395
- 12 Soo MS, Baker JA, Rosen EL. Sonographic detection and sonographically guided biopsy of breast microcalcifications. American Journal of Roentgenology 2003; 180 (04) 941-8
- 13 Bae S, Yoon JH, Moon HJ, Kim MJ, Kim EK. Breast microcalcifications: diagnostic outcomes according to image-guided biopsy method. Korean J Radiol 2015; 16 (05) 996-1005











