Table 1. Model Input Parameters.
Parameter | ATM | PALB2 a | CHEK2 a | Source |
---|---|---|---|---|
Breast cancer risk and subtype | ||||
Odds ratio of breast cancer | 1.82 | 3.67 | 2.36 | CARRIERS Consortium5 (age-specific odds ratios available in eTable 1 in Supplement 1) |
Subtype distributions, % | CARRIERS Consortium5 | |||
ER positive and ERBB2 negative | 70 | 47 | 67 | |
ER positive and ERBB2 positive | 22 | 13 | 22 | |
ER negative and ERBB2 positive | 4 | 1 | 5 | |
ER negative and ERBB2 negative | 4 | 39 | 7 | |
MMG | MRI | MMG plus MRI | ||
Screening performance | ||||
Sensitivity, % | Overall, 40.8 | 90.8 (84.7) | 96.0 (92.2) | Chiarelli et al,9 with age-specific adjustments for MMGb,c |
At age 30-39 y, 40.0 | ||||
At age 40-49 y, 40.4 | ||||
At age 50-69 y, 41.9 | ||||
Specificity, % | Chiarelli et al9 | |||
Initial screening | 88.0 | 79.7 (78.8 to 80.6) | 72.2 (71.2 to 73.1) | |
With DBT | 89.6 | NA | 73.8 | Conant et al27d |
Second or later screening | 92.5 | 90.5 (89.9 to 91.0) | 84.5 (83.8 to 85.2) | |
With DBT | 94.1 | NA | 85.5 | Conant et al27d |
False-positive screenings with biopsy performed, % | Chiarelli et al9 | |||
Initial screening | 19 | 36 | 28 | |
Second or later screening | 13 | 38 | 26 | |
AJCC stage (screening-detected cancers), % | Chiarelli et al,9 adjusted for missing stage of cancers treated with NAC28 | |||
DCIS | 22 | 22 | 23 | |
I | 48 | 58 | 57 | |
II | 24 | 15 | 15 | |
III | 6 | 4 | 4 | |
Treatment and mortality | ||||
Treatment receipt | Guideline treatment by age, stage, and receptor status | NCCN29 | ||
Treatment effectiveness | Estimated from meta-analyses of randomized trials | Peto et al30 | ||
Nonbreast cancer mortality | Age-specific and birth cohort–specific all-cause mortality | Gangnon et al31 |
Abbreviations: AJCC, American Joint Committee on Cancer; BCSC, Breast Cancer Surveillance Consortium; CARRIERS, Cancer Risk Estimates Related to Susceptibility; DBT, digital breast tomosynthesis; DCIS, ductal carcinoma in situ; ER, estrogen receptor; MMG, mammography; MRI, magnetic resonance imaging; NA, not applicable; NAC, neoadjuvant chemotherapy; NCCN, National Comprehensive Cancer Network.
Values shown in parentheses were used in sensitivity analyses.
In the study by Chiarelli et al,9 all women received MMG and MRI performed concurrently, and sensitivity calculations for each modality included cancers detected by the other modality as false-negative screenings. The models were therefore calibrated with MMG and MRI performed concurrently, adjusting the individual performance of each modality until the model output matched the observed data.
Age-specific MMG sensitivity was derived from the overall sensitivity reported in the study by Chiarelli et al,9 by adjusting for differences in breast density by age based on data from the BCSC.
Specificity of MMG and MMG plus MRI were adjusted by decreasing false-positive screenings due to MMG by 15%.