Abstract
This cohort study examines whether mammographic density is associated with an increased risk of contralateral breast cancer or ipsilateral breast tumor recurrence among women.
Mammographic density (MD), which is the reflection of the proportion of fibroglandular tissue in the breast, is a well-known risk factor for breast cancer development.1 Recent studies have suggested that MD is associated with an increased risk of ipsilateral breast tumor recurrence (IBTR) and contralateral breast cancer development.2 However, there are conflicting data regarding the association of MD with IBTR and contralateral breast cancer. To address this issue, we investigated the association of MD with IBTR and contralateral breast cancer in a large cohort of patients treated at a single institution to minimize the heterogeneity of MD assessment and breast cancer treatments.
Methods
In this retrospective cohort study, we reviewed the MD data and clinicopathologic characteristics of 9011 female patients with breast cancer who underwent unilateral breast-conserving surgeries between January 1, 2000, and December 31, 2018, at Seoul National University Hospital, Seoul, South Korea. Information on race and ethnicity was not collected because all patients had Korean nationality, and Korean individuals have high rates of ethnic homogeneity. Excluded patients were those with synchronous or metachronous cancer in other organs, bilateral breast cancer, male breast cancer, and recurrent breast cancer as well as those without an MD assessment within 1 year of cancer diagnosis. This study was approved by the hospital’s institutional review board, and informed consent was waived because of the retrospective nature of the study.
The baseline MD for each patient was measured using the digital mammography image obtained within 1 year since the time of diagnosis. Patients were classified as having low MD (ie, grade A or B) or high MD (ie, grade C or D) according to the fifth edition of the Breast Imaging Reporting and Data System recommendation from the American College of Radiology.3 Detailed information on the definition of events and measurement of MD is described in the eMethods and eFigure in the Supplement. Data were analyzed from July 10 to July 14, 2021, using SPSS, version 25.0 (IBM Corporation). The log-rank test was used to compare survival curves derived from the Kaplan-Meier method. We used the Cox proportional hazards regression model to adjust for the variables affecting the recurrence rate and to estimate the hazard ratio (HR). The threshold for statistical significance was 2-sided P < .05.
Results
Among the 9011 female patients included in the analysis, more than 95.3% (8584) had T1 or T2 tumors, and 63.5% (5720) had negative lymph nodes. The proportions of hormone receptor–positive and ERBB2 (formerly HER2)-positive tumors were 73.5% and 17.2%, respectively. Whole-breast irradiation was administered in 8333 patients (92.5%). The median (range) age of the patients was 49 (19-88) years, which was similar to that of a Korean nationwide report.4 Among the 9011 patients, 6440 (71.5%) were classified as having high MD according to their baseline MD measurement. The median (range) follow-up duration was 75.2 (0.4-256.2) months.
The cumulative incidence of IBTR in this patient cohort was 2.1% at 10 years. As shown in Figure, A, the high MD group had a higher incidence of IBTR with a HR of 1.44 (95% CI, 1.07-1.95). Age at the time of operation was shown to be a significant risk factor for IBTR (HR, 0.95; 95% CI, 0.94-0.97; P < .001), and younger age was also associated with the likelihood of having high MD (HR, 1.05; 95% CI, 1.05-1.06; P < .001). To adjust for the association of age with IBTR, we stratified the patients according to their age at operation. When the patients were stratified by their median age, MD was not associated with the development of IBTR (Figure, B and C). Cox proportional hazards regression analysis also revealed that the degree of MD was not an independent risk factor for IBTR development (Table).
Figure. Kaplan-Meier Survival Curves According to Mammographic Density.

The Kaplan-Meier curves for all patients show ipsilateral breast tumor recurrence–free survival (A-C) and contralateral breast cancer–free survival (D-F). After stratification according to median age at operation, the survival curves for different age groups are shown. The P value was calculated by using the log-rank test, and hazard ratio (HR) was calculated by using the Cox proportional hazards regression test. IBTR indicates ipsilateral breast tumor recurrence; MD, mammographic density.
Table. Univariate and Multivariate Analyses for IBTR- and Contralateral Breast Cancer–Free Survival.
| Characteristics | Univariate analysis | Multivariate analysisa | ||
|---|---|---|---|---|
| HR (95% CI) | P value | HR (95% CI) | P value | |
| IBTR | ||||
| Age at cancer diagnosis, y | 0.95 (0.94-0.97) | <.001 | 0.97 (0.95-0.98) | <.001 |
| BMI | ||||
| <25.0 | 1 [Reference] | .06 | 1 [Reference] | .69 |
| ≥25.0 | 0.74 (0.54-1.02) | 0.93 (0.66-1.32) | ||
| T stageb | ||||
| T1 | 1 [Reference] | <.001 | 1 [Reference] | .21 |
| T2 | 1.27 (0.98-1.66) | 1.06 (0.76-1.48) | ||
| T3-4 | 2.62 (1.66-4.14) | 1.73 (0.93-3.22) | ||
| N stageb | ||||
| N0 | 1 [Reference] | .65 | NA | NA |
| N1-3 | 1.06 (0.82-1.38) | |||
| Histologic grade | ||||
| I-II | 1 [Reference] | <.001 | 1 [Reference] | .23 |
| III | 1.97 (1.51-2.58) | 1.24 (0.87-1.76) | ||
| LVI | ||||
| Present | 1 [Reference] | <.001 | 1 [Reference] | <.001 |
| Absent | 0.48 (0.37-0.63) | 0.55 (0.41-0.74) | ||
| Resection margin | ||||
| Clear | 1 [Reference] | <.001 | 1 [Reference] | <.001 |
| Involved or closed | 2.34 (1.65-3.40) | 2.58 (1.74-3.80) | ||
| Hormone receptor status | ||||
| Positive | 1 [Reference] | <.001 | 1 [Reference] | .59 |
| Negative | 2.22 (1.72-2.86) | 1.32 (0.49-3.55) | ||
| ERBB2 receptor status | ||||
| Positive | 1 [Reference] | <.001 | 1 [Reference] | .32 |
| Negative | 0.53 (0.40-0.70) | 0.84 (0.60-1.19) | ||
| Ki-67 index | ||||
| <10% | 1 [Reference] | <.001 | 1 [Reference] | .11 |
| ≥10% | 1.96 (1.51-2.54) | 1.31 (0.94-1.81) | ||
| Neoadjuvant chemotherapy | ||||
| Administered | 1 [Reference] | .03 | 1 [Reference] | .68 |
| Not administered | 0.70 (0.51-0.96) | 0.92 (0.60-1.39) | ||
| Adjuvant radiotherapy | ||||
| Administered | 1 [Reference] | <.001 | 1 [Reference] | .001 |
| Not administered | 2.32 (1.57-3.41) | 2.17 (1.39-3.40) | ||
| Adjuvant chemotherapy | ||||
| Administered | 1 [Reference] | .87 | NA | NA |
| Not administered | 0.98 (0.76-1.27) | |||
| Adjuvant endocrine therapy | ||||
| Administered | 1 [Reference] | <.001 | 1 [Reference] | .46 |
| Not administered | 2.28 (1.77-2.93) | 1.44 (0.54-3.86) | ||
| MD | ||||
| Low | 1 [Reference] | .02 | 1 [Reference] | .52 |
| High | 1.44 (1.07-1.95) | 1.13 (0.78-1.62) | ||
| Contralateral Breast Cancer | ||||
| Age at cancer diagnosis, y | 0.97 (0.96-0.99) | .01 | 0.98 (0.96-1.00) | .02 |
| BMI | ||||
| <25.0 | 1 [Reference] | .74 | NA | NA |
| ≥25.0 | 0.95 (0.69-1.30) | |||
| T stageb | ||||
| T1 | 1 [Reference] | .87 | NA | NA |
| T2 | 1.08 (0.81-1.43) | |||
| T3-4 | 1.02 (0.50-2.08) | |||
| N stageb | ||||
| N0 | 1 [Reference] | .30 | NA | NA |
| N1-3 | 0.85 (0.63-1.15) | |||
| Histologic grade | ||||
| I-II | 1 [Reference] | <.01 | 1 [Reference] | .59 |
| III | 1.51 (1.13-2.03) | 0.91 (0.63-1.30) | ||
| LVI | ||||
| Present | 1 [Reference] | .43 | NA | NA |
| Absent | 1.14 (0.82-1.59) | |||
| Resection margin | ||||
| Clear | 1 [Reference] | .17 | NA | NA |
| Involved or closed | 1.40 (0.86-2.27) | |||
| Hormone receptor status | ||||
| Positive | 1 [Reference] | <.001 | 1 [Reference] | .54 |
| Negative | 2.27 (1.72-3.00) | 1.37 (0.50-3.74) | ||
| ERBB2 receptor status | ||||
| Positive | 1 [Reference] | .22 | NA | NA |
| Negative | 0.81 (0.57-1.14) | |||
| Ki-67 index | ||||
| <10% | 1 [Reference] | <.001 | 1 [Reference] | .20 |
| ≥10% | 1.71 (1.28-2.28) | 1.26 (0.88-1.79) | ||
| Neoadjuvant chemotherapy | ||||
| Administered | 1 [Reference] | .04 | 1 [Reference] | .57 |
| Not administered | 0.69 (0.49-0.99) | 0.89 (0.60-1.33) | ||
| Adjuvant radiotherapy | ||||
| Administered | 1 [Reference] | .36 | NA | NA |
| Not administered | 0.72 (0.35-1.46) | |||
| Adjuvant chemotherapy | ||||
| Administered | 1 [Reference] | .56 | NA | NA |
| Not administered | 0.92 (0.69-1.22) | |||
| Adjuvant endocrine therapy | ||||
| Administered | 1 [Reference] | <.001 | 1 [Reference] | .30 |
| Not administered | 2.27 (1.72-3.00) | 1.69 (0.63-4.54) | ||
| MD | ||||
| Low | 1 [Reference] | .001 | 1 [Reference] | .04 |
| High | 1.76 (1.24-2.49) | 1.50 (1.03-2.19) | ||
Abbreviations: BMI, body mass index (calculated as weight in kilograms divided by height in meters squared); HR, hazard ratio; IBTR, ipsilateral breast tumor recurrence; LVI, lymphovascular invasion; MD, mammographic density; NA, not applicable.
Variables of P < .10 in their univariate analysis were calculated in a Cox regression model.
Stratified according to the American Joint Committee on Cancer seventh TNM stage.
For contralateral breast cancer, the cumulative rate at 5 years was 1.4%. Similar to the IBTR, high MD and young age were risk factors for developing contralateral breast cancer (Figure, D; Table). However, the risk of contralateral breast cancer among patients with high MD was increased in those who were younger than 50 years of age (Figure, E and F). Furthermore, unlike IBTR, the degree of MD remained an independent risk factor for contralateral breast cancer after adjusting for other risk factors (Table).
Discussion
To our knowledge, this is the largest study investigating the association of MD with IBTR and contralateral breast cancer in patients who underwent breast-conserving surgery. The data show an association between high MD and the risk of contralateral breast cancer, especially in young patients with breast cancer. In contrast, the risk of IBTR was not affected by the degree of MD. These findings suggest that the degree of MD is not a relevant factor to consider when deciding the types of local treatment in patients with early breast cancer. Rather, the degree of MD can be used for the personalized surveillance approach because high MD is associated with an increased risk of contralateral breast cancer. The limitations of this study include its retrospective nature and the lack of patients of different races and ethnicities.
eMethods. Inclusion Criteria, Definition of Events, and Measurement of Mammographic Density.
eFigure. BI-RADS Classification for Mammographic Density.
eReference.
References
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
eMethods. Inclusion Criteria, Definition of Events, and Measurement of Mammographic Density.
eFigure. BI-RADS Classification for Mammographic Density.
eReference.
