Key Points
Question
What are the lifetime risks of breast and ovarian cancer among females undergoing BRCA1 or BRCA2 testing across different result categories, and how does family history modify risk?
Findings
In this cohort study of 41 786 females eligible for breast cancer incidence evaluation and 79 656 females eligible for ovarian cancer incidence evaluation, pathogenic or likely pathogenic variant carriers had high lifetime risks of breast and ovarian cancer, and risks were further increased among individuals with positive family history. Individuals with variants of uncertain significance or negative results also had elevated breast cancer risk, while predictive (ie, true) negatives had risks similar to the general population.
Meaning
These findings suggest that cancer risk after BRCA1 or BRCA2 testing varies by test result and family history, supporting individualized risk assessment and management beyond test results alone.
This cohort study estimates lifetime incidence of breast and ovarian cancer among females undergoing BRCA1 or BRCA2 testing across all result categories and evaluates the modifying association of family history.
Abstract
Importance
Pathogenic variants in BRCA1 and BRCA2 confer substantial risks of breast and ovarian cancer; however, risk for female individuals undergoing testing, particularly those with variants of uncertain significance (VUS) or negative results, remain poorly defined.
Objective
To estimate lifetime incidence of breast and ovarian cancer among female individuals undergoing BRCA1 or BRCA2 testing across all result categories and evaluate the modifying association of family history.
Design, Setting, and Participants
This retrospective cohort study was conducted as part of the What Comes Next Cohort Study, a near–population-based cohort in Ontario, Canada, established through linkage with administrative databases. Female participants who underwent BRCA1 or BRCA2 testing from 2007 to 2016 were matched 1:5 to females from the general population. Participants were followed up to September 2024. Data were analyzed from May to December 2025.
Main Outcomes and Measures
The outcome of interest was the cumulative incidence of breast and ovarian cancer to age 80 years, stratified by genetic test result and family history.
Results
Of 15 986 individuals in the What Comes Next Cohort Study cohort, 6966 individuals eligible for breast cancer analyses (median [IQR] age, 49 [38-60] years) were matched to 34 830 individuals from the general population and 13 276 individuals eligible for ovarian cancer analyses (median [IQR] age, 51 [41-61] years) were matched to 66 380 individuals from the general population. Cumulative breast cancer incidence to age 80 years was 62.1% (95% CI, 52.2%-69.9%) for BRCA1 pathogenic variant carriers and 66.1% (95% CI, 57.5%-72.9%) for BRCA2 pathogenic variant carriers, compared with 12.0% (95% CI, 11.2%-12.8%) in the general population; corresponding ovarian cancer incidence was 56.0% (95% CI, 40.0%-67.7%) for BRCA1 pathogenic variant carriers and 29.3% (95% CI, 14.2%-41.7%) for BRCA2 pathogenic variant carriers, compared with 1.5% (95% CI, 1.3%-1.7%) in the general population. Family history modified breast cancer risk, reaching a cumulative incidence of 86.3% (95% CI, 70.9%-93.5%) in carriers with at least 2 affected first-degree relatives vs 55.8% (95% CI, 45.4%-64.2%) in carriers without a family history of breast cancer. Among individuals with test results positive for pathogenic variants, lifetime risk of ovarian cancer was similarly modified by family history, reaching 64.2% (95% CI, 37.0%-79.7%) in those with vs 38.2% (95% CI, 25.8%-48.4%) in those without a family history of ovarian cancer. Individuals with VUS and negative test results also had increased lifetime breast cancer risks (31.2% [95% CI, 19.2%-41.4%] and 26.3% [95% CI, 23.0%-29.4%], respectively) but no increase in ovarian cancer risk. Individuals with test results negative for a known familial variant had risks similar to the general population.
Conclusions and Relevance
In this cohort study of females who underwent BRCA1 or BRCA2 testing, the lifetime cancer risk varied substantially across BRCA test result groups and was further modified by family history. Elevated breast cancer risk among individuals with VUS or negative results highlights the need for individualized risk assessment and management beyond genetic test results alone.
Introduction
Approximately 5% to 10% of breast cancers are attributable to germline pathogenic variants in the BRCA1 and BRCA2 genes.1 The estimated cumulative risk of breast cancer to age 80 years is estimated at 72% among carriers of pathogenic or likely pathogenic (P/LP) variants in BRCA1 and 69% among carriers of P/LP variants in BRCA2, and the risk of ovarian cancer estimated at 44% and 17% among carriers of P/LP variants in BRCA1 or BRCA2, respectively.2 These risks far exceed those in the general population and form the foundation for current recommendations for enhanced surveillance and risk-reducing surgery in this group.
Since 2001, publicly funded testing for germline BRCA1 and BRCA2 variants has been available to individuals in Ontario, Canada, who meet specific high-risk criteria.3 Those with test results positive for P/LP variants are counseled to consider enhanced surveillance or risk-reducing surgery.4 However, penetrance is variable, and the determinants and clinical indicators of variability are not fully understood. For example, Metcalfe et al5 found that among female carriers of P/LP variants, each first-degree relative diagnosed with breast cancer before age 50 years increased breast cancer risk in the proband by 1.2- to 1.7-fold. Estimates of the impact of such familial modifiers on absolute lifetime cancer risk remain imprecise, in part due to limited follow-up. Additionally, selection of participants from cancer genetics clinics may bias samples toward those with higher-risk family histories.
Importantly, most female individuals who undergo BRCA1 or BRCA2 testing are not found to carry P/LP variants. Individuals with test results negative for a known familial risk-increasing variant (ie, predictive negative or true negative) are generally considered to have risks comparable to the general population. In contrast, most individuals receive inconclusive results, either as variants of uncertain significance (VUS) or noninformative negative results, where no risk-increasing variant is identified in the BRCA1 or BRCA2 genes but clinical suspicion for increased risk remains high based on personal and family cancer history. These inconclusive results present a major counseling challenge: although such individuals likely have higher cancer risks than the general population, reliable estimates of absolute lifetime risk are lacking.
These gaps in risk estimation complicate clinical counseling and decision-making. The aim of this study is to estimate the lifetime incidence of breast and ovarian cancer among females who meet criteria for BRCA1 or BRCA2 testing in Ontario, Canada, stratified by test result, and to assess how family history modifies risk among P/LP variant carriers.
Methods
This cohort study received ethics approval from the research ethics boards at Mount Sinai Hospital, Toronto; North York General Hospital; Sunnybrook Health Sciences Centre; and the University of Toronto. Aggregate deidentified data for this study were obtained from ICES. Under Ontario law (Personal Health Information Protection Act, Ontario Regulation 329/04), ICES is named as a prescribed entity and can receive and use health information without consent for the purpose of compiling and analyzing statistical information about the health care system in Ontario. This study is reported in accordance with Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) reporting guideline for cohort studies.
Study Design and Setting
We conducted a retrospective cohort study using data from the What Comes Next Cohort.3,6 Briefly, this cohort includes adult female participants who underwent germline BRCA1 or BRCA2 testing at 1 of 2 regional genetic testing laboratories in Ontario, Canada, from January 1, 2007, to April 30, 2016. Over the study period, the 2 included sites performed approximately 70% of cancer genetic testing in Ontario. The What Comes Next Cohort combines family history and genetic testing information, obtained through health record review, with demographics and cancer history data, acquired through linkage with administrative health databases at ICES, an independent, nonprofit research institute. Further details are available in the eMethods and eTable 2 in Supplement 1. A detailed description of this cohort has been published elsewhere.6
Data Sources
Detailed information on data sources is available in the eMethods in Supplement 1. Over the study period, variants were classified using the American College of Medical Genetics and Genomics 2007 guidelines.7 Based on the results of testing, individuals who underwent familial testing (for a known cancer risk–increasing variant previously found in a relative) were classified as having positive or predictive negative results. Those who underwent full sequencing were classified as having positive (P/LP variant identified), VUS, or negative (benign or likely benign variant identified) results. Of note, in Ontario, there is no systematic updating or reclassification of VUS results once reported. Individuals who underwent founder testing (for 3 specific variants common to individuals of Ashkenazi Jewish descent) were classified as having positive or negative results.
Participants and Matching
Participants from the What Comes Next Cohort were matched to females from the general population who had not undergone genetic testing. For evaluation of breast cancer incidence, we first identified individuals from the What Comes Next Cohort who did not have a history of invasive breast cancer or ductal carcinoma in situ (DCIS) prior to their most recent genetic test. We additionally excluded individuals who had undergone bilateral mastectomy prior to genetic testing. The date of the most recent genetic test was then assigned as the index date for matching the remaining individuals. From the general population, we identified potential matches based on sex, birth year (±1 year), median household income quintile, and urban or rural residence status. We then ensured that the selected woman from the general population did not have a history of invasive breast cancer, DCIS, or bilateral mastectomy prior to the index date of their potential match. We used fixed-ratio matching without replacement, with 5 individuals from the general population matched to each participant from the What Comes Next Cohort.
For evaluation of ovarian cancer incidence, we used a separate subset of the What Comes Next Cohort: individuals who did not have a history of ovarian cancer or who had not undergone bilateral salpingo-oophorectomy prior to genetic testing. We used a similar process for identifying matches, ensuring that participants from the general population did not have a history of ovarian cancer or bilateral salpingo-oophorectomy prior to the index date of their potential match.
Statistical Analysis
Baseline characteristics of all included individuals (at the index date), stratified by genetic test result, were described using median and IQR or proportion and compared using the Kruskal-Wallis test for continuous variables and χ2 test for proportions. There were no missing data for variables included in analyses. For each test result group, we estimated the crude rate of breast and ovarian cancer per 1000 person-years (PYs) in 10-year age intervals.
To estimate breast cancer incidence, we generated cumulative incidence curves using attained age as the time scale. Observation began at the time of the last of the following events: date of the most recent test, age 18 years, or Ontario Health Insurance Plan eligibility start date. Individuals were followed for the occurrence of invasive breast cancer or DCIS and censored at date of bilateral mastectomy, death, last contact, or end of study period (September 30, 2024). We performed a sensitivity analysis that did not censor at date of bilateral mastectomy. We used a similar process to estimate the incidence of ovarian cancer, with censoring at the time of bilateral salpingo-oophorectomy, death, last contact, or end of study period. Cumulative incidence was compared between groups using Gray test, taking death prior to the cancer of interest as a competing event.
For each test result group, we generated cumulative incidence curves of breast cancer, stratified by the number of first-degree relatives with a history of breast cancer prior to the participant undergoing genetic testing. We used a similar process to evaluate whether family history modified the incidence of ovarian cancer, with individuals in each test result group stratified by the number of first-degree relatives with ovarian cancer and the number of first-degree relatives with breast cancer.
Datasets were linked using unique encoded identifiers and analyzed at ICES. Statistical analyses were 2-sided, with P < .05 considered statistically significant. Analyses were performed using SAS Enterprise Guide version 8.3 (SAS Institute) from May to December 2025.
Results
Patient Characteristics
Of 15 986 individuals in the What Comes Next Cohort Study cohort, 6966 individuals eligible for breast cancer analyses (median [IQR] age, 49 [38-60] years) were matched to 34 830 individuals from the general population (Figure 1). This included 1248 individuals (17.9%) with a positive test result, 362 individuals (5.2%) with a VUS, 1271 individuals (18.2%) with a predictive negative result, and 4085 individuals (58.6%) with a negative result. After matching to the general population, a total of 41 796 individuals were available for analyses of breast cancer incidence (eTable 1 in Supplement 1). For analysis of ovarian cancer incidence, we identified 13 276 individuals (median [IQR] age, 51 [41-61] years) within the What Comes Next Cohort who did not have a history of ovarian cancer or bilateral salpingo-oophorectomy prior to genetic testing who were matched to 66 380 individuals from the general population (Figure 1), including 1628 individuals (12.3%) with a positive test result, 943 individuals (7.1%) with a VUS, 1257 individuals (9.5%) with a predictive negative result, and 9448 individuals (71.2%) with a negative result. After matching, 79 656 individuals were evaluable for ovarian cancer incidence (eTable 1 in Supplement 1).
Figure 1. Flowchart of Cohort Creation .

VUS indicates variant of uncertain significance.
Breast Cancer Incidence
A total of 1462 breast cancer events were observed over the follow-up period (median [IQR] follow-up, 11 [0-18] years), including 969 events among the general population, 87 events among individuals with P/LP BRCA1 variants, 99 events among individuals with P/LP BRCA2 variants, 25 events among individuals with VUS results, 242 events among individuals with negative results, and 40 events among individuals with predictive negative results (Table 1). In the general population, breast cancer incidence increased across successive decades of age, with total incidence across all individuals estimated at 2.5 per 1000 PYs. Among individuals who underwent BRCA1 or BRCA2 testing, in each decade, the group with positive test results exhibited the highest incidence of breast cancer, reaching a peak of 24.0 events per 1000 PYs among BRCA1 P/LP variant carriers aged 30 to 39 years and a peak of 22.7 events per 1000 PYs among BRCA2 P/LP variant carriers aged 50 to 59 years. Individuals with a VUS or negative result also demonstrated elevated breast cancer incidence, peaking among individuals with VUS aged 40 to 49 years (10.1 events per 1000 PYs). For individuals with a negative result, breast cancer risk increased steadily with age, reaching an overall rate of 6.2 events per 1000 PYs and remained higher than in their matched controls. In contrast, individuals who received a negative result after testing exhibited a breast cancer incidence rate of 2.7 events per 1000 PYs, similar to the general population.
Table 1. Breast Cancer Incidence Rates per 1000 Person-Years and Cumulative Incidence by Age Group by Genetic Test Result.
| Age group, y | No. | Rate per 1000 person-years (95%CI) | Cumulative risk, % (95% CI)a | ||
|---|---|---|---|---|---|
| Individuals | Events | Person-years | |||
| General population | |||||
| 18-29 | 3223 | 14 | 36 984 | 0.4 (0.2-0.6) | NA |
| 30-39 | 6400 | 95 | 73 253 | 1.3 (1.1-1.6) | 0.08 (0-1.8) |
| 40-49 | 8213 | 204 | 95 126 | 2.1 (1.9-2.5) | 0.5 (0.3-0.7) |
| 50-59 | 8200 | 303 | 94 431 | 3.2 (2.9-3.6) | 2.1 (1.7-2.4) |
| 60-69 | 5768 | 263 | 63 502 | 4.1 (3.7-4.7) | 4.3 (3.9-4.8) |
| 70-79 | 2260 | 74 | 21 902 | 3.4 (2.7-4.2) | 7.9 (7.4-8.5) |
| ≥80 | 766 | 16 | 5367 | 3.0 (1.8-4.9) | 12.0 (11.2-12.8) |
| Total | 34 830 | 969 | 390 565 | 2.5 (2.3-2.6) | NA |
| Positive: BRCA1 | |||||
| 18-29 | 130 | 16 | 1343 | 11.9 (7.3-19.4) | NA |
| 30-39 | 160 | 29 | 1210 | 24.0 (16.7-34.5) | 5.2 (6.4-9.6) |
| 40-49 | 141 | 17 | 1086 | 15.6 (9.7-25.2) | 23.4 (15.9-30.2) |
| 50-59 | 119 | 18 | 900 | 20.0 (12.6-31.8) | 40.0 (31.3-47.3) |
| 60-69 | 55 | 6 | 399 | 15.0 (6.7-33.4) | 48.5 (39.8-55.9) |
| 70-79 | Suppressedb | Suppressedb | Suppressedb | 9.7 (1.4-69.1) | 56.3 (47.6-63.6) |
| ≥80 | Suppressedb | Suppressedb | Suppressedb | 0 | 62.1 (52.2-69.9) |
| Total | 623 | 87 | 5094 | 17.1 (13.8-21.1) | NA |
| Positive: BRCA2 | |||||
| 18-29 | 86 | Suppressedb | Suppressedb | 5.8 (2.4-14.0) | NA |
| 30-39 | 141 | 24 | 1149 | 20.9 (14.0-31.2) | NA |
| 40-49 | 138 | 23 | 1081 | 21.3 (14.1-32.0) | 13.2 (6.5-19.5) |
| 50-59 | 126 | 23 | 1012 | 22.7 (15.1-34.2) | 31.4 (22.8-39.0) |
| 60-69 | 97 | 20 | 898 | 22.3 (14.4-34.5) | 48.3 (39.4-55.9) |
| 70-79 | Suppressedb | Suppressedb | Suppressedb | 12.6 (4.1-39.1) | 56.5 (47.9-63.6) |
| ≥80 | Suppressedb | Suppressedb | Suppressedb | 21.0 (3.0-149.1) | 66.1 (57.5-72.9) |
| Total | 620 | 99 | 5285 | 18.7 (15.4-22.8) | NA |
| VUS | |||||
| 18-29 | 14 | Suppressedb | Suppressedb | 5.7 (0.8-40.3) | NA |
| 30-39 | 49 | Suppressedb | Suppressedb | 6.3 (2.0-19.4) | NA |
| 40-49 | 101 | 10 | 993 | 10.1 (5.4-18.7) | 6.2 (0-14.4) |
| 50-59 | 91 | Suppressedb | Suppressedb | 4.4 (1.6-11.7) | 18.3 (7.1-28.1) |
| 60-69 | 66 | Suppressedb | Suppressedb | 9.2 (3.8-22.0) | 23.4 (12.0-33.3) |
| 70-79 | 30 | Suppressedb | Suppressedb | 9.4 (2.3-37.4) | 29.8 (18.0-39.9) |
| ≥80 | 11 | 0 | 43.7 | 0 | 31.2 (19.2-41.4) |
| Total | 362 | 25 | 3362 | 7.4 (5.0-11.0) | NA |
| Negative | |||||
| 18-29 | 200 | Suppressedb | Suppressedb | 1.9 (0.7-4.9) | NA |
| 30-39 | 664 | 29 | 7190 | 4.0 (2.8-5.8) | 0.6 (0-1.8) |
| 40-49 | 969 | 75 | 10 309 | 7.3 (5.8-9.1) | 4.7 (2.4-6.9) |
| 50-59 | 1033 | 71 | 10 099 | 7.0 (5.6-8.9) | 11.0 (8.3-13.6) |
| 60-69 | 786 | 42 | 6827 | 6.2 (4.5-8.3) | 17.1 (14.2-19.9) |
| 70-79 | 333 | 18 | 2047 | 8.8 (5.5-14.0) | 22.4 (19.4-25.3) |
| ≥80 | 100 | Suppressedb | Suppressedb | 5.8 (1.9-18.1) | 26.3 (23.0-29.4) |
| Total | 4085 | 242 | 39 144 | 6.2 (5.5-7.0) | NA |
| Predictive negative | |||||
| 18-29 | 214 | Suppressedb | Suppressedb | 0.4 (0.1-2.9) | NA |
| 30-39 | 263 | Suppressedb | Suppressedb | 0.6 (0.2-2.6) | NA |
| 40-49 | 301 | Suppressedb | Suppressedb | 1.4 (0.6-3.3) | 0.3 (0-1.1) |
| 50-59 | 259 | 13 | 3077 | 4.2 (2.5-7.3) | 1.6 (0.2-3.0) |
| 60-69 | 155 | 14 | 1722 | 8.1 (4.8-13.7) | 4.2 (2.0-6.4) |
| 70-79 | 43 | Suppressedb | Suppressedb | 4.2 (1.1-17.0) | 9.8 (6.3-13.2) |
| ≥80 | 36 | Suppressedb | Suppressedb | 8.9 (2.9-27.5) | 13.1 (8.8-17.2) |
| Total | 1271 | 40 | 14 756 | 2.7 (2.0-3.7) | NA |
Abbreviations: NA, not applicable; VUS, variant of uncertain significance.
Cumulative risk estimated from cumulative incidence curve for individuals at the lowest age in the interval.
Cells with counts fewer than 6 are suppressed; corresponding cells are suppressed where back-calculation would be possible.
The lifetime breast cancer incidence differed significantly between groups (Figure 2A). Among the general population, the cumulative incidence of breast cancer up to age 80 years was 12.0% (95% CI, 11.2%-12.8%). Carriers of P/LP variants in BRCA1 or BRCA2 demonstrated significantly elevated risks. For BRCA1 carriers, the cumulative risk of breast cancer to age 80 years was 62.1% (95% CI, 52.2%-69.9%), compared with 66.1% (95% CI, 57.5%-72.9%) for BRCA2 carriers. Individuals with a VUS or negative result also demonstrated higher cumulative risks than the general population, with estimates of 31.2% (95% CI, 19.2%-41.4%) and 26.3% (95% CI, 23.0%-29.4%), respectively, while individuals in the predictive negative group were estimated to have a cumulative risk of 13.1% (95% CI, 8.8%-17.2%). The analysis in which individuals were not censored at bilateral mastectomy demonstrated similar results (eFigure 1 in Supplement 1).
Figure 2. Cumulative Incidence of Breast Cancer and Ovarian Cancer Stratified by Genetic Test Result.

Breast Cancer Risk by Family History
In the breast cancer cohort, among 1248 P/LP variant carriers who had a known family history, breast cancer was identified in no, 1, and at least 2 first-degree relatives in 638 individuals (51.1%), 492 individuals (39.4%), and 118 individuals (9.5%), respectively, and breast cancer incidence was found to vary by family history (Figure 3A). Carriers of P/LP variants with at least 2 first-degree relatives with breast cancer had a cumulative lifetime risk of 86.3% (95% CI, 70.9%-93.5%). Risk was attenuated but remained elevated among P/LP variant carriers with 1 affected first-degree relative, as well as those with no affected first-degree relatives with breast cancer (67.8% [95% CI, 57.3%-75.7%] and 55.8% [95% CI, 45.4%-64.2%], respectively). An elevated cumulative lifetime incidence of breast cancer was also observed among individuals with negative test results who had at least 2 first-degree relatives with a history of breast cancer, compared with those with 1 or no first-degree relative with a history of breast cancer (42.6% [95% CI, 29.1-53.6%] vs 28.2% [95% CI, 23.2%-32.9%] and 21.1% [95% CI, 16.3%-25.6%], respectively; P < .001). No statistically significant differences were observed based on the number of first-degree relatives with ovarian cancer (Figure 3B) or among family history groups for those with VUS or predictive negative test results; however, event rates were low for both groups (25 and 40 events per 1000 PYs, respectively) (eFigure 2 in Supplement 1).
Figure 3. Cumulative Incidence Breast and Ovarian Cancer Stratified by Family History of Breast or Ovarian Cancer in Individuals With Test Results Positive for Pathogenic or Likely Pathogenic Variants in BRCA1 or BRCA2.

FDR indicates first-degree relative.
Ovarian Cancer Incidence
A total of 335 ovarian cancer events were observed over the follow-up period, including 238 events in the general population, 30 events among individuals with P/LP BRCA1 variants, 13 events among individuals with P/LP BRCA2 variants, 7 events among individuals with VUS results, 41 events among individuals with negative results, and 6 events among individuals with predictive negative results (Table 2). Among the general population, the incidence of ovarian cancer varied by decade, with the highest incidence observed in the individuals aged 60 to 69 years and 70 to 79 years (0.5 events per 1000 PYs) and total incidence of 0.3 events per 1000 PYs. Total incidence was similarly low among individuals with VUS, negative, and predictive negative results (0.8, 0.4, and 0.4 events per 1000 PYs, respectively). Individuals with positive results had significantly increased ovarian cancer incidence in each decade, peaking at 33.7 events per 1000 PYs among individuals aged 50 to 59 years with test results positive for P/LP in BRCA1 (8.1 events per 1000 PYs overall) and 18.2 events per 1000 PYs among individuals aged 70 to 79 years with test results positive for P/LP in BRCA2. Overall, there were 3.6 events per 1000 PYs.
Table 2. Ovarian Cancer Incidence Rates per 1000 Person-Years and Cumulative Incidence by Age Group by Genetic Test Result.
| Age group, y | No. | Rate per 1000 person-years (95%CI) | Cumulative risk, % (95% CI)a | ||
|---|---|---|---|---|---|
| Individuals | Events | Person-years | |||
| General population | |||||
| 18-29 | 3851 | 0 | 43 777 | 0 | NA |
| 30-39 | 10 852 | Suppressedb | Suppressedb | 0.1 (0.1-0.2) | NA |
| 40-49 | 16 485 | 57 | 185 374 | 0.3 (0.2-0.4) | 0.05 (0-0.09) |
| 50-59 | 16 912 | 77 | 190 462 | 0.4 (0.3-0.5) | 0.2 (0.1-0.3) |
| 60-69 | 11 808 | 62 | 127 114 | 0.5 (0.4-0.6) | 0.5 (0.4-0.7) |
| 70-79 | 4892 | 23 | 47 389 | 0.5 (0.3-0.7) | 1.0 (0.8-1.1) |
| ≥80 | 1580 | Suppressedb | Suppressedb | 0.4 (0.1-1.0) | 1.5 (1.3-1.7) |
| Total | 66 380 | 238 | 727 592 | 0.3 (0.3-0.4) | NA |
| Positive: BRCA1 | |||||
| 18-29 | 144 | Suppressedb | Suppressedb | 1.4 (0.4-5.6) | NA |
| 30-39 | 233 | Suppressedb | Suppressedb | 2.8 (0.9-8.6) | NA |
| 40-49 | 183 | 7 | 385 | 18.2 (8.7-38.2) | 7.1 (0-20.8) |
| 50-59 | 142 | 12 | 356 | 33.7 (19.2-59.4) | 18.8 (7.1-29.1) |
| 60-69 | 66 | Suppressedb | Suppressedb | 11.2 (3.6-34.7) | 41.2 (25.7-53.4) |
| 70-79 | 22 | Suppressedb | Suppressedb | 12.4 (3.1-49.6) | 51.7 (36.0-63.6) |
| ≥80 | 6 | Suppressedb | Suppressedb | 19.7 (2.8-140.0) | 56.0 (40.0-67.7) |
| Total | 796 | 30 | 3724 | 8.1 (5.6-11.5) | - |
| Positive: BRCA2 | |||||
| 18-29 | 93 | 0 | 898 | 0 | NA |
| 30-39 | 193 | Suppressedb | Suppressedb | 0.9 (0.1-6.2) | NA |
| 40-49 | 217 | Suppressedb | Suppressedb | 2.1 (0.3-15.0) | NA |
| 50-59 | 158 | Suppressedb | Suppressedb | 8.0 (2.6-24.9) | 2.7 (0-6.4) |
| 60-69 | 116 | Suppressedb | Suppressedb | 10.4 (4.3-25.0) | 5.3 (0-11.2) |
| 70-79 | 32 | Suppressedb | Suppressedb | 18.2 (5.9-56.4) | 20.4 (7.1-31.7) |
| ≥80 | 16 | 0 | 124 | 0 | 29.3 (14.2-41.7) |
| Total | 825 | 13 | 3655 | 3.6 (2.1-6.1) | NA |
| VUS | |||||
| 18-29 | 26 | 0 | 272 | 0 | NA |
| 30-39 | 133 | Suppressedb | Suppressedb | 0.8 (0.1-5.4) | NA |
| 40-49 | 287 | Suppressedb | Suppressedb | 0.8 (0.2-3.1) | 1.0 (0-3.0) |
| 50-59 | 212 | Suppressedb | Suppressedb | 0.5 (0.1-3.5) | 1.5 (0-3.6) |
| 60-69 | 188 | Suppressedb | Suppressedb | 1.0 (0.3-4.1) | 2.3 (0-4.7) |
| 70-79 | 75 | Suppressedb | Suppressedb | 1.3 (0.2-9.2) | 2.3 (0-4.7) |
| ≥80 | 22 | 0 | 92 | 0 | 3.7 (5.4-6.7) |
| Total | 943 | 7 | 8966 | 0.8 (0.4-1.6) | - |
| Negative | |||||
| 18-29 | 284 | 0 | 2911 | 0 | NA |
| 30-39 | 1354 | Suppressedb | Suppressedb | 0.2 (0-0.6) | NA |
| 40-49 | 2334 | 8 | 22 069 | 0.4 (0.2-0.7) | 0.2 (0-0.5) |
| 50-59 | 2588 | 11 | 26 396 | 0.4 (0.2-0.8) | 0.4 (0.01-0.8) |
| 60-69 | 1879 | 18 | 18 685 | 1.0 (0.6-1.5) | 0.8 (0.3-1.3) |
| 70-79 | 782 | Suppressedb | Suppressedb | 0.3 (0.1-1.1) | 1.3 (0.8-1.9) |
| ≥80 | 227 | 0 | 1524 | 0 | 2.0 (1.3-2.7) |
| Total | 9448 | 41 | 91 936 | 0.4 (0.3-0.6) | NA |
| Predictive negative | |||||
| 18-29 | 214 | 0 | 2432 | 0 | NA |
| 30-39 | 261 | 0 | 2953 | 0 | NA |
| 40-49 | 290 | Suppressedb | Suppressedb | 0.6 (0.1-2.4) | NA |
| 50-59 | 259 | Suppressedb | Suppressedb | 0.3 (0-2.4) | NA |
| 60-69 | 146 | Suppressedb | Suppressedb | 0.6 (0.1-4.4) | 0.9 (0-2.0) |
| 70-79 | 45 | Suppressedb | Suppressedb | 4.3 (1.1-17.2) | 0.9 (0-2.0) |
| ≥80 | 42 | 0 | 374 | 0 | 3.0 (0-6.3) |
| Total | 1257 | 6 | 14 113 | 0.4 (0.2-0.9) | NA |
Abbreviations: NA, not applicable; VUS, variant of uncertain significance.
Cumulative risk estimated from cumulative incidence curve for individuals at the lowest age in the interval.
Cells with counts fewer than 6 are suppressed; corresponding cells are suppressed where back-calculation would be possible.
Lifetime ovarian cancer incidence is presented in Figure 2B. The cumulative risk to age 80 years ranged from 1.5% (95% CI, 1.3%-1.7%) to 3.7% (95% CI, 0.5%-6.7%) among individuals in the general population and those with VUS, negative, and predictive negative results. In contrast, BRCA1 carriers exhibited 56.0% (95% CI, 40.0%-67.7%) cumulative risk to age 80 years and BRCA2 carriers exhibited 29.3% (95% CI, 14.2%-41.7%) cumulative risk. In sensitivity analysis in which individuals were not censored at bilateral salpingo-oophorectomy, cumulative risk was reduced among BRCA1 and BRCA2 carriers (21.0% [95% CI, 13.0%-28.3%] and 14.9% [95% CI, 5.8-23.1%], respectively) (eFigure 3 in Supplement 1).
Ovarian Cancer Risk by Family History
In the ovarian cancer cohort, among 1628 individuals with positive test results, breast cancer was present in no, 1, and at least 2 first-degree relatives in 800 individuals (49.1%), 668 individuals (41.0%), and 160 individuals (9.8%), respectively. Among P/LP variant carriers, ovarian cancer incidence did not vary significantly based on number of first-degree relatives with breast cancer. Similarly, ovarian cancer incidence did not vary significantly by family history of breast cancer among any other test result groups (eFigure 4 in Supplement 1).
Among 1628 individuals with positive test results, a family history of ovarian cancer was present in no and at least 1 first-degree relative in 1312 individuals (80.6%) and 316 individuals (19.4%), respectively. Ovarian cancer incidence was significantly increased among those with a family history of ovarian cancer, where those testing positive and who had at least 1 first-degree relative with ovarian cancer demonstrated a 64.2% (95% CI, 37.0%-79.7%) cumulative incidence of ovarian cancer, compared with 38.2% (95% CI, 25.8%-48.4%) observed in those with positive test results but without a family history (P = .02) (Figure 3C). Results could not be stratified by BRCA1 vs BRCA2 variants due to low event rates. Statistically significant differences in the incidence of ovarian cancer were not observed based on family history of breast cancer (Figure 3D) or in any other test result groups when stratified by family history of ovarian cancer; however, event rates for each analysis were low (eFigure 5 in Supplement 1).
Discussion
In this cohort study of nearly 16 000 females who underwent germline BRCA1 or BRCA2 testing, we estimated cumulative incidences of breast cancer to age 80 years of 62% and 66% for carriers of P/LP BRCA1 and BRCA2 variants, respectively. Breast cancer risk was modified by family history, such that lifetime risk among carriers of P/LP variants was greater than 80% in those with 2 or more first-degree relatives with a history of breast cancer. Ovarian cancer risks were estimated at 56% for BRCA1 P/LP variant carriers and 29% for BRCA2 P/LP variant carriers, with risk accumulating steadily over time. Uniquely, we additionally estimated lifetime risks of breast cancer of 31% and 26% among individuals with VUS or negative test results, respectively; we did not observe an increased risk of ovarian cancer in these groups.
Our estimates are broadly concordant with prior studies, including an analysis of more than 9000 BRCA1 and BRCA2 variant carriers, which reported cumulative breast cancer risks to age 80 years of 72% and 69%, respectively, and ovarian cancer risks of 44% and 17%, respectively.2 The lower BRCA1-associated breast cancer risk and higher ovarian cancer risks observed in our cohort may reflect differences in variant spectrum and penetrance or uptake of prophylactic interventions. Importantly, we identified family history as a modifier of breast cancer risk, with cumulative incidences of 55.8%, 67.8%, and 86.3% among P/LP variant carriers with no, 1, or 2 or more first-degree relatives with breast cancer, respectively. This pattern aligns with prior findings: in a multinational study of more than 3000 P/LP variant carriers with limited follow-up, Metcalfe et al5 reported increases in breast cancer risk among BRCA1 or BRCA2 variant carriers with each additional first-degree relative with breast cancer before age 50 years. However, conflicting data have also been reported. In a 2025 study of breast cancer risk among variant carriers of various genes, including 948 participants with P/LP variants in BRCA1 or BRCA2, the cumulative risk of breast cancer was elevated among those with BRCA2 variants and a family history of breast cancer but not among those with BRCA1 variants.8 However, this study estimated cumulative risk to age 80 years among individuals who were cancer-free at age 50 years, a time point after which the greatest number of breast cancers develop, thereby possibly missing important associations between risk and family history. Notably, our data, as well as these previous studies, underscore that, although risk increases with family history, it remains substantial even among individuals without affected relatives. Accordingly, a negative family history should not preclude consideration of risk-reducing strategies among carriers of P/LP variants in BRCA1 and BRCA2.
However, most individuals who undergo testing do not receive a positive test result. Among individuals with negative test results for a known familial P/LP variant (predictive negative), cancer risks were comparable to those in the general population, corroborating earlier studies with few events and limited follow-up.9,10 While a small study has reported conflicting results,11 our cohort, including more than 1200 individuals with predictive negative results, provides precise estimates confirming previous findings and further supports current recommendations that these individuals follow general population-based screening guidelines.
In contrast, individuals with VUS or uninformative negative results demonstrated elevated lifetime risks of breast cancer, at 31% and 26%, respectively, which were approximately double those of the general population. This excess risk likely reflects underlying familial and clinical risk factors rather than undetected pathogenicity of the tested variants, as most VUS are ultimately reclassified as benign.12 Of note, our cohort included individuals who met high-risk testing criteria, and most individuals who were cancer-free at the time of testing qualified based on family history. For example, testing criteria for individuals without a personal cancer history included being a relative of an individual with a known BRCA1 or BRCA2 variant, being of Ashkenazi Jewish descent and having a family history of early breast cancer (age <50 years) or ovarian cancer (any age), or having a more than 10% estimated risk of a P/LP variant based on family history. Therefore, at baseline, individuals selected for tested represented a group at higher risk for breast or ovarian cancer than the general population. Prior work has shown a 4-fold increase in breast cancer risk among individuals with negative genetic test results and strong family histories.13 Although a small proportion of these risks may be attributable to moderate risk-increasing variants in genes beyond BRCA1 and BRCA2, such variants are detected in only 3% to 6% of individuals who undergo multigene panel testing after a negative BRCA1 or BRCA2 test result.14,15 Therefore, our findings highlight that individuals who meet clinical high-risk criteria, such as the genetic testing criteria suggested by the National Comprehensive Cancer Network guidelines, may have elevated lifetime risks of breast cancer even if germline testing does not identify a P/LP variant in a known risk-increasing gene. In contrast, we did not observe an increased risk of ovarian cancer in individuals with VUS or negative results, consistent with previous studies,16 indicating that BRCA1 and BRCA2 account for most inherited ovarian cancer risk. Taken together, these findings have important implications for clinical management of individuals who receive VUS or negative results after BRCA1 or BRCA2 testing. Specifically, the substantially elevated lifetime risk of breast cancer observed in this study supports current recommendations that management should not be based on the genetic test alone but should incorporate family history and other clinical risk factors. Specifically, individuals whose overall risk exceeds accepted thresholds for high-risk screening may benefit from intensified breast cancer surveillance, including consideration of annual breast magnetic resonance imaging, despite the absence of an identified P/LP variant. At this time, however, we cannot make recommendations for the utility of other breast cancer risk-reducing strategies (eg, surgery) in this population, given the overall low cancer event rates observed. In contrast, the absence of increased ovarian cancer risk among individuals with VUS or negative results suggest that ovarian cancer risk-reducing strategies should generally be reserved for individuals with confirmed P/LP variants or other established indications.
Limitations
Despite the near–population-based capture of BRCA1 and BRCA2 testing in Ontario, extended follow-up, and large representation of individuals without P/LP variants in BRCA1/BRCA2 allowing robust estimation of cancer risks across result categories, this study has notable limitations. We did not capture multigene panel testing; therefore, we cannot ascertain the component of cancer risk attributable to variants in alternate genes. However, these genes likely contribute minimally to risk. Our analysis of risk modification by family history does not account for size of families and only captures family history at genetic testing. Nonetheless, our findings confirm that baseline family history provides clinically meaningful risk discrimination. We also did not assess contralateral breast cancer risk, previously estimated at 40% and 26% for BRCA1 and BRCA2 P/LP variant carriers, respectively, 20 years after initial diagnosis.2 Furthermore, known clinical risk factors for breast cancer were not captured in this study; therefore, their associations with cancer risk within each group could not be ascertained.
Conclusions
Our findings from this cohort study of 15 986 individuals who underwent BRCA1 or BRCA2 testing refine lifetime estimates of breast and ovarian cancer risk across test result categories, including individuals who did not have positive test results. Cancer risk among carriers of P/LP variants in BRCA1 and BRCA2 was substantially modified by family history yet remained high even in its absence. Elevated breast cancer risks among individuals with VUS and noninformative negative results highlight the need for individualized risk assessment beyond genetic testing results. Together, these data reinforce the importance of tailored risk-reduction and surveillance strategies across the full spectrum of BRCA1 and BRCA2 testing results.
eMethods.
eTable 1. Baseline characteristics at the time of genetic testing for women included in analyses of breast and ovarian cancer incidence
eTable 2. Diagnostic codes used to identify occurrences of invasive and in situ breast and ovarian cancer
eFigure 1. Sensitivity analysis of breast cancer incidence where women were not censored at the time of bilateral mastectomy
eFigure 2. Cumulative incidence of breast cancer stratified by family history of breast cancer among women with negative, predictive negative, and VUS test results
eFigure 3. Sensitivity analysis of ovarian cancer incidence where women were not censored at the time of bilateral salpingo-oophorectomy
eFigure 4. Cumulative incidence of ovarian cancer stratified by family history of breast cancer among women with positive, negative, predictive negative, and VUS test results
eFigure 5. Cumulative incidence of ovarian cancer stratified by family history of ovarian cancer among women with negative, predictive negative, and VUS test results
Data Sharing Statement
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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.
eTable 1. Baseline characteristics at the time of genetic testing for women included in analyses of breast and ovarian cancer incidence
eTable 2. Diagnostic codes used to identify occurrences of invasive and in situ breast and ovarian cancer
eFigure 1. Sensitivity analysis of breast cancer incidence where women were not censored at the time of bilateral mastectomy
eFigure 2. Cumulative incidence of breast cancer stratified by family history of breast cancer among women with negative, predictive negative, and VUS test results
eFigure 3. Sensitivity analysis of ovarian cancer incidence where women were not censored at the time of bilateral salpingo-oophorectomy
eFigure 4. Cumulative incidence of ovarian cancer stratified by family history of breast cancer among women with positive, negative, predictive negative, and VUS test results
eFigure 5. Cumulative incidence of ovarian cancer stratified by family history of ovarian cancer among women with negative, predictive negative, and VUS test results
Data Sharing Statement
