| Literature DB >> 32259017 |
Katherine Vlessis1, Natasha Purington1, Nicolette Chun1, Sigurdis Haraldsdottir1, James M Ford1.
Abstract
BACKGROUND: The National Comprehensive Cancer Network (NCCN) recommends germline testing for pathogenic BRCA1/2 mutations identified by somatic tumor sequencing. The aim of this study was to explore whether patients at Stanford with somatic BRCA1/2 mutations were recommended germline testing in accordance with NCCN guidelines.Entities:
Year: 2019 PMID: 32259017 PMCID: PMC7043298 DOI: 10.1093/jncics/pkz095
Source DB: PubMed Journal: JNCI Cancer Spectr ISSN: 2515-5091
Baseline characteristics for the overall analytic cohort*
| Characteristic | Overall (n = 164) |
|---|---|
| Female, No. (%) | 109 (66.5) |
| Age of cancer onset, y | 57 [19, 88] |
| Current status, No. (%) | |
| Alive | 83 (50.6) |
| Deceased | 69 (42.1) |
| Unknown | 12 (7.3) |
| Age at tumor report, y | 61.5 [19, 90] |
| Ethnicity, No. (%) | |
| Caucasian or Northern European | 84 (51.2) |
| Asian | 25 (15.2) |
| Ashkenazi Jewish | 20 (12.2) |
| Hispanic | 20 (12.2) |
| Other† | 15 (9.1) |
| Cancer stage, No. (%)‡ | |
| 1 | 18 (11.2) |
| 2 | 22 (13.7) |
| 3 | 60 (37.3) |
| 4 | 61 (37.9) |
| Foundation Medicine report, No. (%) | 134 (81.7) |
|
| 83 (50.6) |
| Double hits in tumor sample, No. (%) | |
| No double hits | 157 (95.7) |
| Two | 1 (0.6) |
| Two | 6 (3.7) |
Continuous and categorical variables are reported as median [range] and count (percentage), respectively.
Includes Indian (5), African American (3), Middle Eastern (3), Native American (2), Pacific Islander (1), and unknown (1).
Stage at time of cancer diagnosis of the profiled tumor.
Breakdown of primary tumor tissue types and germline results
| Tumor grouping | Overall, No. (%) (n =164)* |
|
|---|---|---|
| Gynecologic | 64 (39.0) | 31/57 (54.4) |
| Ovarian | 49 (76.6) | 29/46 (63.0) |
| Endometrial | 8 (12.5) | 1/5 (20.0) |
| Peritoneal | 4 (6.3) | 1/4 (25.0) |
| Fallopian tube | 3 (4.7) | 0/2 (0) |
| Gastrointestinal | 24 (14.6) | 10/16 (62.5) |
| Colorectal | 11 (45.8) | 2/6 (33.3) |
| Pancreatic | 10 (41.7) | 6/8 (75.0) |
| Gastric | 2 (16.7) | 1/1 (100.0) |
| Esophageal | 1 (4.2) | 0/1 (0) |
| Genitourinary | 16 (9.8) | 1/3 (33.3) |
| Prostate | 9 (56.3) | 0/2 (0) |
| Bladder | 6 (37.5) | 0 |
| Kidney | 1 (6.3) | 1/1 (100) |
| Lung | 15 (9.1) | 1/2 (50.0) |
| Breast | 15 (9.1) | 6/14 (42.9) |
| Sarcoma | 11 (6.7) | 3/3 (100.0)* |
| Skin | 8 (4.9) | 0 |
| Squamous cell | 5 (62.5) | 0 |
| Merkel cell | 2 (25.0) | 0 |
| Melanoma | 1 (12.5) | 0 |
| Head and neck | 5 (3.0) | 1/1 (100.0) |
| CNS/PNS | 5 (3.0) | 0 |
| Other | 1 (0.6) | 1/1 (100.0) |
*For the “Overall” column, percentage within each subgroup is out of the overall group count. CNS/PNS = central nervous system or peripheral nervous system.
A total of 97 patients had germline-testing results.
Includes a perivascular epithelioid cell tumor (pecoma).
Clinical action based on tumor report*
| Report results | Overall, No. (%)† (n = 164) |
|---|---|
| Referral or recommendation | 113 (68.9) |
| Referral timing | |
| Before tumor sequencing | 87 (77.0) |
| After tumor sequencing | 26 (23.0) |
| Evidence of genetic counseling visit | 80 (48.8) |
| Genetic counseling location | |
| Stanford | 67 (83.8) |
| Outside of Stanford | 13 (16.2) |
| Germline testing performed | 98 (59.8) |
| Germline-testing result | |
| | 54 (55.7) |
| | 43 (44.3) |
| Germline-testing location | |
| Tested at Stanford | 63 (64.3) |
| Tested outside of Stanford | 35 (35.7) |
| Tumor report date after publication of NCCN guidelines | 108 (65.9) |
Categorical variables are reported as count (percentage). NCCN = National Comprehensive Cancer Network.
Of the patients who had germline testing, the results for one patient could not be identified because the patient was tested outside the institution and there was no record of the results in the notes available.
Figure 1.Sankey Diagrams. A) Sankey diagram of tumor grouping by referral status. Visualization of germline testing referrals or recommendations by tumor grouping. Counts next to each tumor grouping denotes the number of patients in that path. B) Sankey diagram of tumor group by germline testing result. Visualization of germline testing results by tumor grouping for patients who were recommended or referred for testing. Counts next to each tumor grouping denote the number of patients in that path. CNS/PNS = central nervous system/peripheral nervous system.
Baseline characteristics by referral or recommendation*
| Characteristic | Referred or Recommended for Germline Testing |
| |
|---|---|---|---|
| No (n = 51) | Yes (n = 113) | ||
| Sex, No. (%) | |||
| Male | 32 (62.7) | 23 (20.4) | <.001 |
| Female | 19 (37.3) | 90 (79.6) | |
| Age of cancer onset, y | 61 (24, 85) | 54 (19, 88) | .003 |
| Age at tumor report, y | 69 (30, 87) | 58 (19, 90) | .002 |
| Ethnicity, No. (%) | |||
| Caucasian or Northern European | 32 (38.1) | 52 (61.9) | .30 |
| Asian | 6 (24.0) | 19 (76.0) | |
| Ashkenazi Jewish | 3 (15.0) | 17 (85.0) | |
| Hispanic | 6 (30.0) | 14 (70.0) | |
| Other† | 4 (26.7) | 11 (73.3) | |
| Cancer stage, No. (%)‡ | |||
| 1 | 9 (50.0) | 9 (50.0) | .022 |
| 2 | 5 (22.7) | 17 (77.3) | |
| 3 | 11 (18.3) | 49 (81.7) | |
| 4 | 23 (37.7) | 38 (62.3) | |
| Variant allele frequency (VAF) | 33 [1, 90] | 50 [1, 91] | <.001 |
| VAF 30%+, No. (%) | 24 (24.0) | 76 (76.0) | .03 |
| Tumor report date after publication of NCCN guidelines, No. (%) | |||
| No | 19 (37.3) | 37 (32.7) | .70 |
| Yes | 32 (62.7) | 76 (67.3) | |
Differences in continuous variables by referral status were tested using the Wilcoxon rank sum test. Differences in categorical variables by referral status were tested using the χ2 test except for Ethnicity, for which Fisher exact test was used. Percentages for ethnicity are reported within each row. All other percentages are out of column totals. NCCN = National Comprehensive Cancer Network.
Includes Native American, Pacific Islander, African American, Indian, and Middle Eastern.
Stage at time of cancer diagnosis of the profiled tumor.
Figure 2.Forest plot of odds of germline testing referral or recommendation. Forest plot reporting odds ratios from multivariable logistic regression model fit to whether or not a patient was referred or recommended for germline testing as a function of all variables reported above. “Other” tumor group includes a perivascular epithelioid cell tumor (pecoma), head and neck, and central nervous system/peripheral nervous system. Results from the Hosmer-Lemeshow goodness-of-fit test suggested the model fit was appropriate (χ2 = 5.22, P = .73). NCCN = National Comprehensive Cancer Network.
Figure 3.Variant allele frequency (VAF) by germline testing result. Summary of VAF and germline testing result analysis (n = 83 with nonmissing VAF and germline testing results). A) Displays boxplots of variant allele frequency by whether the germline-testing result was positive or negative. B) Displays the receiver operating characteristic curve analysis of germline-testing result and VAF applied to the 40% heldout test data (n = 25). At a threshold of 47% for VAF, the optimal sensitivity and specificity were 0.79 and 0.73, respectively. Area under the curve (AUC) and accuracy were similar between the training and test sets. The dashed diagonal line represents a test that does not distinguish at all between positive and negative germline results.