| Literature DB >> 34870614 |
Fahima Dossa1, Kelly Metcalfe1, Rinku Sutradhar1, Tari Little1, Andrea Eisen1, Kathy Chun1, Wendy S Meschino1, Lea Velsher1, Jordan Lerner Ellis1, Nancy N Baxter2.
Abstract
BACKGROUND: Our understanding of how testing for and mutations of the BRCA1 and BRCA2 genes affect cancer risk and the use of risk-reduction strategies comes largely from studies of women recruited from specialized genetics clinics. Our aim was to assemble a generalizable cohort of women who underwent BRCA1/BRCA2 testing (the What Comes Next Cohort), irrespective of test result, to enable study of health care utilization and outcomes after testing.Entities:
Mesh:
Substances:
Year: 2021 PMID: 34870614 PMCID: PMC8741196 DOI: 10.9778/cmajo.20200228
Source DB: PubMed Journal: CMAJ Open ISSN: 2291-0026
Variables measured in the What Comes Next Cohort and variables available for future planned linkages
| Category and source | Variables | Baseline | Follow-up |
|---|---|---|---|
| Demographic | |||
| Chart review | Ethnicity | ✓ | |
| Ashkenazi Jewish ancestry | ✓ | ||
| No. of biological children | ✓ | ||
| Registered Persons Database | Age | ✓ | ✓ |
| Vital status | ✓ | ✓ | |
| Urban v. rural neighbourhood | ✓ | ✓ | |
| Neighbourhood income quintile | ✓ | ✓ | |
| Ontario Marginalization Database | Ontario Marginalization Index | ✓ | ✓ |
| IRCC | Immigration status | ✓ | ✓ |
| ORG–Deaths | Cause of death | ✓ | |
| Comorbidities | |||
| CIHI-DAD, NACRS, OHIP, SDS | Aggregated Diagnosis Groups | ✓ | ✓ |
| Comorbidity-specific data sets | Asthma, hypertension, diabetes, rheumatoid arthritis, kidney disease, COPD, stroke, HIV, dementia | ✓ | ✓ |
| Genetic testing: chart review | Date of genetic counselling | ✓ | |
| Site of genetic counselling | ✓ | ||
| Results of previous testing | ✓ | ||
| Reason for testing | ✓ | ||
| Date of testing | ✓ | ||
| Site of testing | ✓ | ||
| Test type | ✓ | ||
| Test result | ✓ | ||
| Family cancer history: chart review | No. of first-degree maternal relatives with breast cancer | ✓ | |
| No. of second-degree maternal relatives with breast cancer | ✓ | ||
| No. of first-degree maternal relatives with ovarian cancer | ✓ | ||
| No. of second-degree maternal relatives with ovarian cancer | ✓ | ||
| No. of first-degree paternal relatives with breast cancer | ✓ | ||
| No. of second-degree paternal relatives with breast cancer | ✓ | ||
| No. of first-degree paternal relatives with ovarian cancer | ✓ | ||
| No. of second-degree paternal relatives with ovarian cancer | ✓ | ||
| Personal cancer history | |||
| Chart review | Type of cancer | ✓ | |
| Stage at diagnosis | ✓ | ||
| Age at diagnosis | ✓ | ||
| Ontario Cancer Registry | Date of cancer diagnosis | ✓ | ✓ |
| Morphologic type | ✓ | ✓ | |
| Histologic type | ✓ | ✓ | |
| Stage at diagnosis | ✓ | ✓ | |
| Treating physicians: CPDB | Age | ✓ | ✓ |
| Specialty | ✓ | ✓ | |
| Years in practice | ✓ | ✓ | |
| Hospital: INST | Hospital no. | ✓ | ✓ |
| Hospital setting (academic v. non-academic) | ✓ | ✓ | |
| Hospital admissions: | Date of admission | ✓ | ✓ |
| Reason for admission | ✓ | ✓ | |
| Length of stay | ✓ | ✓ | |
| Emergency department visits: | Date of visit | ✓ | ✓ |
| Reason for visit | ✓ | ✓ | |
| Surgical history: OHIP, CIHI-DAD, SDS | Type of surgery | ✓ | ✓ |
| Date of surgery | ✓ | ✓ | |
| Breast or pelvic screening or diagnostic imaging: OHIP, OBSP | Date of imaging | ✓ | ✓ |
| Date of biopsy | ✓ | ✓ | |
| Radiation treatment: | Body region irradiated | ✓ | ✓ |
| Dates of planning and treatment | ✓ | ✓ | |
| Course of treatment | ✓ | ✓ | |
| Dose per fraction | ✓ | ✓ | |
| Intent of treatment | ✓ | ✓ | |
| Chemotherapy: | Date of treatment | ✓ | ✓ |
| Line of therapy | ✓ | ✓ | |
| Intent of treatment | ✓ | ✓ | |
| Drug administered | ✓ | ✓ | |
| Dose administered | ✓ | ✓ | |
Note: ALR = cancer-related activity level reporting, CIHI = Canadian Institute for Health Information, COPD = chronic obstructive pulmonary disease; CPDB = Corporate Provider Database, DAD = Discharge Abstract Database, INST = Institution Information System, IRCC = Immigration, Refugees and Citizenship Canada Permanent Resident Database, NACRS = National Ambulatory Care Reporting System, NDFP = New Drug Funding Program, OBSP = Ontario Breast Screening Program, OHIP = Ontario Health Insurance Plan, ORG = Office of the Registrar General, SDS = same-day surgery.
Requires linkages not yet performed but available for future studies.
Figure 1:Derivation of the What Comes Next Cohort and results of various tests. Note: AJ = Ashkenazi Jewish, MSH = Mount Sinai Hospital, NYGH = North York General Hospital, VUS = variant of uncertain significance.
Baseline characteristics of the What Comes Next Cohort at the time of genetic testing
| Characteristic | No. (%) of participants |
|---|---|
| Age, yr, mean ± SD | 52.5 ± 13.9 |
| Ethnicity | |
| European | 10 130 (63.4) |
| Southeast Asian | 1048 (6.6) |
| Central/South Asian or Middle Eastern | 1282 (8.0) |
| African/Caribbean | 606 (3.8) |
| Latin/Hispanic | 495 (3.1) |
| Other | 1107 (6.9) |
| Unknown | 1378 (8.6) |
| Ashkenazi Jewish | 2946 (18.4) |
| Neighbourhood income | |
| Rural | 1340 (8.4) |
| Urban, lowest quintile | 1940 (12.1) |
| Urban, second quintile | 2378 (14.9) |
| Urban, third quintile | 2522 (15.8) |
| Urban, fourth quintile | 3298 (20.6) |
| Urban, highest quintile | 4481 (28.0) |
| Marginalization summary score, | 3.03 ± 0.77 |
| ADGs | |
| 0–5 | 2938 (18.4) |
| 6–7 | 3051 (19.1) |
| 8–10 | 4714 (29.5) |
| ≥ 11 | 5283 (33.0) |
| Biological children | |
| Yes | 11 702 (73.2) |
| No | 2411 (15.1) |
| Unknown | 1873 (11.7) |
| Year of testing | |
| 2007–2009 | 2793 (17.5) |
| 2010–2012 | 4616 (28.9) |
| 2013–2016 | 8577 (53.7) |
| Test type | |
| Founder testing | 2072 (13.0) |
| Predictive testing | 2329 (14.6) |
| Complete analysis | 11 585 (72.5) |
| Test result | |
| Positive | 2033 (12.7) |
| Variant of uncertain significance | 1175 (7.4) |
| Negative | 11 437 (71.5) |
| Predictive negative | 1341 (8.4) |
Note: ADG = Aggregated Diagnosis Group, SD = standard deviation.
Except where indicated otherwise.
Women could belong to more than 1 ethnic group; also, ethnicity and Ashkenazi Jewish ancestry are not mutually exclusive.
Data missing for 27 participants.
Each of the 4 domains of the Ontario Marginalization Index is broken down into quintiles (1 = least marginalized, 5 = most marginalized). The marginalization summary score is the average score across the 4 domains comprising the marginalization index, where 1 = low levels of marginalization and 5 = high levels of marginalization.
Founder testing refers to testing for 3 variants carried in highest frequency among the Ashkenazi Jewish population (BRCA1 c.68_69delAG, BRCA1 c.5266dupC and BRCA2 c.5946delT). Predictive testing refers to familial testing for a specific risk-increasing variant known to be carried by a family member of the individual being tested. Complete analysis refers to sequencing of coding regions and splice sites using Sanger sequencing, next-generation sequencing or analysis by denaturing high-performance liquid chromatography, and detection of deletion or duplication by multiplex ligation-dependent probe amplification.
Figure 2:Number of women captured by the What Comes Next Cohort, by geographic region (i.e., Local Health Integration Network) in Ontario. Note: Colours represent numbers of women included in the cohort (i.e., underwent testing) per 100 000 women living within each region, based on population estimates from 2016. This map was reproduced with permission of Public Health Ontario.
Indications for and yield of testing by Ontario MOH* testing criteria
| MOH testing criterion | Test result; no. (%) of participants | ||||
|---|---|---|---|---|---|
| All | Positive | VUS | Negative | ||
|
| |||||
| At least 1 case of cancer | |||||
| MOH1 | Ashkenazi Jewish and breast cancer before age 50 yr or ovarian cancer at any age | 435 | 39 (9.0) | 24 (5.5) | 366 (84.1) |
| MOH2 | Breast cancer before age 35 yr | 1036 | 123 (11.9) | 108 (10.4) | 801 (77.3) |
| MOH4 | Invasive serous ovarian cancer at any age | 1327 | 195 (14.7) | 104 (7.8) | 1027 (77.4) |
| At least 2 cases of cancer on the same side of the family | |||||
| MOH5 | Breast cancer before age 60 yr and a first- or second-degree relative with ovarian cancer or male breast cancer | 1143 | 147 (12.9) | 115 (10.1) | 880 (77.0) |
| MOH6 | Breast and ovarian cancer in the same individual, or bilateral breast cancer with the first case before age 50 yr | 976 | 127 (13.0) | 86 (8.8) | 763 (78.1) |
| MOH7 | Two cases of breast cancer, both before age 50 yr, in first- or second-degree relatives | 1508 | 134 (8.9) | 160 (10.6) | 1210 (80.2) |
| MOH8 | Two cases of ovarian cancer, any age, in first- or second-degree relatives | 195 | 52 (26.7) | 17 (8.7) | 122 (62.6) |
| MOH9 | Ashkenazi Jewish and breast cancer at any age, and any family history of breast or ovarian cancer | 691 | 38 (5.5) | 29 (4.2) | 621 (89.9) |
| At least 3 cases of cancer on the same side of the family | |||||
| MOH10 | Three or more cases of breast or ovarian cancer at any age | 5293 | 355 (6.7) | 454 (8.6) | 4467 (84.4) |
|
| |||||
| MOH11 | Relative of individual with known | 2394 | 860 (35.9) | 27 (1.1) | 237 (9.9) |
| MOH12 | Ashkenazi Jewish and first- or second-degree relative of individual with breast cancer before age 50 yr, or ovarian cancer at any age, or male breast cancer, or breast cancer at any age, with a positive family history of breast or ovarian cancer | 1277 | 92 (7.2) | 4 (0.3) | 1130 (88.5) |
| MOH13 | Pedigree strongly suggestive of hereditary breast or ovarian cancer (i.e., risk of carrying a mutation for the individual being tested is > 10%) | 2105 | 93 (4.4) | 175 (8.3) | 1830 (86.9) |
Note: MOH = Ministry of Health, VUS = variant of uncertain significance.
At the time of the study, responsibility for health lay with the provincial Ministry of Health and Long-Term Care; this ministry has since been divided into 2 separate ministries.
For any individual, multiple indications for testing could have been selected. The indication for testing was missing for 859 women. Criterion MOH3, for male breast cancer, is excluded from this table.
Percentages are calculated across each row, with the denominator for each row being the value in the column headed “All.”
Of the 1341 women with a predictive negative result, 94.7% were tested under criterion MOH11; therefore, results are not shown for the predictive negative group.
Family and personal cancer history by test result
| Variable | Result of predictive testing | Result of nonpredictive testing | |||
|---|---|---|---|---|---|
|
|
| ||||
| Positive | Negative | Positive | VUS | Negative | |
|
| |||||
|
| |||||
| Breast cancer | |||||
|
| |||||
| First-degree relatives with breast cancer | 524 (43.7) | 675 (56.3) | 449 (7.2) | 530 (8.5) | 5269 (84.3) |
|
| |||||
| 1 relative | 413 (44.2) | 521 (55.8) | 362 (7.3) | 409 (8.2) | 4,201 (84.5) |
|
| |||||
| ≥ 2 relatives | 111 (41.9) | 154 (58.1) | 87 (6.8) | 121 (9.5) | 1068 (83.7) |
|
| |||||
| Second-degree relatives with breast cancer | 545 (42.1) | 749 (57.9) | 501 (7.9) | 540 (8.5) | 5275 (83.5) |
|
| |||||
| 1 relative | 322 (43.0) | 426 (57.0) | 325 (8.0) | 337 (8.3) | 3378 (83.6) |
|
| |||||
| ≥ 2 relatives | 223 (40.8) | 323 (59.2) | 176 (7.7) | 203 (8.9) | 1897 (83.3) |
|
| |||||
| First- or second-degree relatives with breast cancer | 769 (42.3) | 1050 (57.7) | 717 (7.6) | 802 (8.5) | 7903 (83.9) |
|
| |||||
| 1 relative | 329 (42.5) | 445 (57.5) | 340 (7.7) | 367 (8.3) | 3708 (84.0) |
|
| |||||
| ≥ 2 relatives | 440 (42.1) | 605 (57.9) | 377 (7.5) | 435 (8.7) | 4195 (83.8) |
|
| |||||
| Ovarian cancer | |||||
|
| |||||
| First-degree relatives with ovarian cancer | 216 (45.8) | 256 (54.2) | 195 (12.8) | 142 (9.3) | 1187 (77.9) |
|
| |||||
| 1 relative | 195 (45.8) | 231 (54.2) | 184 (12.8) | 131 (9.1) | 1123 (78.1) |
|
| |||||
| ≥ 2 relatives | 21 (45.7) | 25 (54.3) | 11 (12.8) | 11 (12.8) | 64 (74.4) |
|
| |||||
| Second-degree relatives with ovarian cancer | 225 (40.5) | 330 (59.5) | 175 (11.0) | 144 (9.1) | 1267 (79.9) |
|
| |||||
| 1 relative | 189 (41.7) | 264 (58.3) | 158 (11.4) | 122 (8.8) | 1107 (79.8) |
|
| |||||
| ≥ 2 relatives | 36 (35.3) | 66 (64.7) | 17 (8.5) | 22 (11.1) | 160 (80.4) |
|
| |||||
| First- or Second-degree relatives with ovarian cancer | 392 (42.8) | 523 (57.2) | 323 (11.6) | 255 (9.1) | 2212 (79.3) |
|
| |||||
| 1 relative | 301 (43.7) | 388 (56.3) | 259 (11.4) | 195 (8.6) | 1820 (80.0) |
|
| |||||
| ≥ 2 relatives | 91 (40.3) | 135 (59.7) | 64 (12.4) | 60 (11.6) | 392 (76.0) |
|
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|
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|
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| Breast cancer | |||||
|
| |||||
| Unaffected at time of testing | 806 (38.4) | 1293 (61.6) | 531 (9.0) | 457 (7.8) | 4893 (83.2) |
|
| |||||
| Affected at time of testing | 149 (75.6) | 48 (24.4) | 547 (7.0) | 718 (9.2) | 6544 (83.8) |
|
| |||||
| Age at diagnosis, yr, mean ± SD | 47.2 ± 12.8 | 55.6 ± 13.6 | 44.4 ± 10.6 | 48.8 ± 12.1 | 50.3 ± 11.7 |
|
| |||||
| Ovarian cancer | |||||
|
| |||||
| Unaffected at time of testing | 920–925 (40.7–40.9) | 1335–1341 (59.1–59.3) | 817 (6.7) | 1044 (8.6) | 10 289 (84.7) |
|
| |||||
| Affected at time of testing | 30–35 (85.7–100) | < 6 (0–14.3) | 261 (16.9) | 131 (8.5) | 1148 (74.5) |
|
| |||||
| Age at diagnosis, yr, mean ± SD | 54.6 ± 12.8 | – | 53.9 ± 9.6 | 56.4 ± 13.5 | 60.0 ± 12.1 |
|
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| Other cancers | |||||
|
| |||||
| Pancreas | – | – | 7 (6.6) | 10 (9.4) | 89 (84.0) |
|
| |||||
| Colorectal | – | – | 7 (9.6–10.3) | < 6 (0–6.8) | 61 (83.6–89.7) |
|
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| Endometrial | – | – | 7 (6.0) | 14 (12.1) | 95 (81.9) |
|
| |||||
| Other | – | – | 18 (3.8) | 26 (5.5) | 428 (90.7) |
|
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| No. of cancers | |||||
|
| |||||
| 0 | 736 (37.3) | 1237 (62.7) | 266 (7.1) | 287 (7.7) | 3190 (85.2) |
|
| |||||
| 1 | 199 (68.2) | 93 (31.8) | 704 (7.9) | 815 (9.1) | 7415 (83.0) |
|
| |||||
| ≥ 2 | 20 (64.5) | 11 (35.5) | 108 (10.7) | 73 (7.2) | 832 (82.1) |
Note: SD = standard deviation, VUS = variant of uncertain significance.
Predictive testing refers to familial testing for a specific risk-increasing variant known to be carried by a family member of the individual being tested.
Except where indicated otherwise. Values for small cells are presented as ranges or suppressed (where value < 6) to prevent back-calculation.
Nonpredictive testing refers to founder testing for the 3 variants carried in highest frequency among the Ashkenazi Jewish population and complete analysis of the BRCA1 and BRCA2 genes. Thirty-three women underwent predictive testing for and were found to carry a VUS previously identified in a family member; these women are included in the VUS column.