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1.
Clin Cancer Res ; 2024 Jun 12.
Article in English | MEDLINE | ID: mdl-38864835

ABSTRACT

PURPOSE: Absence of post-operative circulating tumour DNA (ctDNA) identifies resected colorectal cancer (CRC) patients with low recurrence risk for adjuvant chemotherapy (ACT) de-escalation. We present the largest resected CRC cohort to date with tissue-free minimal residual disease (MRD) detection. DESIGN: TRACC included stage I-III resectable CRC patients. Prospective longitudinal plasma collection for ctDNA occurred pre- and post-surgery, post-ACT, every 3m for year 1 and every 6m in years 2 and 3 with imaging annually. The Guardant Reveal assay evaluated genomic and methylation signals. The primary endpoint was 2yr recurrence free survival (RFS) by post-operative ctDNA detection. (NCT04050345) Results: Between December 2016 and August 2022, 1203 were patients enrolled. Plasma samples (n=997) from 214 patients were analysed. 143 patients were evaluable for the primary endpoint; 92 (64.3%) colon, 51 (35.7%) rectal; 2 (1.4%) stage I, 64 (44.8%) stage II, 77 (53.8%) stage III. Median follow-up was 30.3m (95% CI: 29.5-31.3). 2yr RFS was 91.1% in patients with ctDNA not detected post-operatively and 50.4% in those with ctDNA detected (HR 6.5 [2.96-14.5] p<0.0001). Landmark negative predictive value (NPV) was 91.2% (95% CI 83.9-95.9). Longitudinal sensitivity and specificity were 62.1% (95% CI 42.2-79.3) and 85.9% (95% CI 78.9-91.3) respectively. Median lead-time from ctDNA detection to radiological recurrence was 7.3m (IQR 3.3-12.5; n=9). CONCLUSIONS: Tissue-free MRD detection with longitudinal sampling predicts recurrence in stage I-III CRC without need for tissue sequencing. NPV is high supporting ACT de-escalation in patients with ctDNA not detected post-operatively, now being investigated in the UK TRACC Part C study.

2.
NEJM Evid ; 3(5): EVIDoa2300231, 2024 May.
Article in English | MEDLINE | ID: mdl-38815172

ABSTRACT

BACKGROUND: In estrogen receptor-positive metastatic breast cancer, ESR1 mutations (ESR1m) are a common mechanism of acquired resistance to aromatase inhibitors (ArIh). However, the impact ESR1 alterations have on CDK4/6 inhibitor (CDK4/6i) sensitivity has not been established. Analyses of CDK4/6i trials suggest that the endocrine therapy partner and specific ESR1 allele may affect susceptibility. We analyzed a real-world data set to investigate CDK4/6i efficacy in ESR1m metastatic breast cancer and associated clinical factors. METHODS: ESR1m were identified by analysis of circulating-tumor deoxyribonucleic acid. The GuardantINFORM database contains genomic information from tumors linked with claims data. Patients who started a CDK4/6i within 30 days of sequencing were categorized as having ESR1m or non-ESR1-mutant (non-ESR1m) breast cancer. Data were analyzed to determine the real-world time-to-next-treatment, defined as the start of a breast cancer treatment to initiation of the subsequent treatment. RESULTS: One hundred forty-five patients with ESR1m and 612 with non-ESR1m metastatic breast cancer were analyzed. ESR1m and non-ESR1m tumors had similar real-world time-to-next-treatment on CDK4/6i regimens (hazard ratio, 1.02; 95% confidence interval, 0.82 to 1.23). Duration on therapy in the first-line and second-line plus treatment settings were comparable regardless of ESR1 status. We stratified treatment duration by concurrent endocrine therapy, and patients with ESR1m had worse outcomes on ArIh but comparable real-world time-to-next-treatment on fulvestrant. CONCLUSIONS: These data suggest ESR1 variants are not associated with pan-CDK4/6i resistance and are consistent with the hypothesis that CDK4/6 blockade combined with a selective estrogen receptor degrader is potentially an effective option for ESR1m metastatic breast cancer.


Subject(s)
Breast Neoplasms , Cyclin-Dependent Kinase 4 , Cyclin-Dependent Kinase 6 , Estrogen Receptor alpha , Mutation , Humans , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Female , Estrogen Receptor alpha/genetics , Middle Aged , Cyclin-Dependent Kinase 4/antagonists & inhibitors , Cyclin-Dependent Kinase 4/genetics , Cyclin-Dependent Kinase 6/antagonists & inhibitors , Cyclin-Dependent Kinase 6/genetics , Aged , Adult , Aromatase Inhibitors/therapeutic use , Piperazines/therapeutic use , Neoplasm Metastasis , Fulvestrant/therapeutic use , Protein Kinase Inhibitors/therapeutic use
4.
JCO Precis Oncol ; 7: e2300118, 2023 09.
Article in English | MEDLINE | ID: mdl-37769226

ABSTRACT

PURPOSE: Immune checkpoint inhibitors are approved for advanced solid tumors with microsatellite instability-high (MSI-H). Although several technologies can assess MSI-H status, detection and outcomes with circulating tumor DNA (ctDNA)-detected MSI-H are lacking. As such, we examined pan-cancer MSI-H prevalence across 21 cancers and outcomes after ctDNA-detected MSI-H. METHODS: Patients with advanced cancer who had ctDNA testing (Guardant360) from October 1, 2018, to June 30, 2022, were retrospectively assessed for prevalence. GuardantINFORM, which includes anonymized genomic and structured payer claims data, was queried to assess outcomes. Patients who initiated new treatment within 90 days of MSI-H detection were sorted into immunotherapy included in treatment (IO) or no immunotherapy included (non-IO) groups. Real-world time to treatment discontinuation (rwTTD) and real-world time to next treatment (rwTTNT) were assessed in months as proxies of progression-free survival (PFS); real-world overall survival (rwOS) was assessed in months. Cox regression tests analyzed differences. Colorectal cancer, non-small-cell lung cancer (NSCLC), prostate cancer, gastroesophageal cancer, and uterine cancer (UC) were assessed independently; all other cancers were grouped. RESULTS: In total, 1.4% of 171,881 patients had MSI-H detected. Of 770 patients with outcomes available, rwTTD and rwTTNT were significantly longer for patients who received IO compared with non-IO for all cancers (P ≤ .05; hazard ratio [HR] range, 0.31-0.52 and 0.25-0.54, respectively) except NSCLC. rwOS had limited follow-up for all cohorts except UC (IO 39 v non-IO 23 months; HR, 0.18; P = .004); however, there was a consistent trend toward prolonged OS in IO-treated patients. CONCLUSION: These data support use of a well-validated ctDNA assay to detect MSI-H across solid tumors and suggest prolonged PFS in patients treated with IO-containing regimens after detection. Tumor-agnostic, ctDNA-based MSI testing may be reliable for rapid decision making.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Circulating Tumor DNA , Lung Neoplasms , Male , Humans , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/epidemiology , Carcinoma, Non-Small-Cell Lung/genetics , Microsatellite Instability , Circulating Tumor DNA/genetics , Retrospective Studies , Prevalence , Lung Neoplasms/drug therapy
5.
JCO Precis Oncol ; 7: e2200531, 2023 05.
Article in English | MEDLINE | ID: mdl-37141549

ABSTRACT

PURPOSE: As the continuation beyond progression (BP) of cyclin-dependent kinase 4/6 inhibitors (CDK4/6i) is becoming increasingly attractive for the treatment of patients with hormone receptor (HR)-positive, human epidermal growth factor receptor 2 (HER2)-negative metastatic breast cancer (MBC), the definition of resistance factors is crucial. The aim of the study was to investigate the impact of CDK 4/6i BP and to explore potential genomic stratification factors. MATERIALS AND METHODS: We retrospectively analyzed a multi-institutional cohort of patients with HR-positive HER2-negative MBC characterized for circulating tumor DNA through next-generation sequencing before treatment start. Differences across subgroups were analyzed by chi-square test, and survival was tested by univariable and multivariable Cox regression. Further correction was applied by propensity score matching. RESULTS: Among the 214 patients previously exposed to CDK4/6i, 172 were treated with non-CDK4/6i-based treatment (non-CDK) and 42 with CDK4/6i BP. Multivariable analysis showed a significant impact of CDK4/6i BP, TP53 single-nucleotide variants, liver involvement, and treatment line on both progression-free survival (PFS) and overall survival (OS). Propensity score matching confirmed the prognostic role of CDK4/6i BP both for PFS and OS. The favorable impact of CDK4/6i BP was consistent across all subgroups, and a differential benefit was suggested for ESR1-mutated patients. ESR1 and RB1 mutations were more represented in the CDK4/6i BP subgroup with respect to CDK4/6i upfront. CONCLUSION: The study highlighted a significant prognostic impact of the CDK4/6i BP strategy with a potential added benefit in patients with ESR1 mutations suggesting the need for an extensive biomarker characterization.


Subject(s)
Breast Neoplasms , Circulating Tumor DNA , Humans , Female , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Cyclin-Dependent Kinase 4 , Retrospective Studies , Genomics
6.
Nat Commun ; 13(1): 7477, 2022 12 03.
Article in English | MEDLINE | ID: mdl-36463294

ABSTRACT

Acquired resistance to systemic treatments is inevitable in most cancers, but the genetic basis for this in many cancer types has remained elusive due to constraints in obtaining tissue specimens longitudinally. In the management of gastrointestinal cancers, molecular profiling is conventionally performed at a single time point, although serial evaluations may yield biological insights that inform treatment decisions. We characterize genetic changes in serial liquid biopsies which provide real-time snapshots of tumor genetics and heterogeneity in refractory non-colorectal gastrointestinal cancers, and determine the clinical utility of repeat circulating tumor DNA (ctDNA) testing. In a national cohort of 449 patients with pancreatic, biliary, esophagogastric, and hepatocellular cancers, resistance to conventional therapies is broadly associated with tumor evolution. Emergent ctDNA alterations only detectable at progression occurs in 63% of patients and are frequently associated with treatment actionability. Tumor mutation burden is dynamic in cancers undergoing treatment, but is not associated with time to progression. Objective tumor responses in a case series of patients receiving treatment matched to emergent alterations show that repeat liquid biopsies may have clinical benefit by expanding treatment options in advanced gastrointestinal cancers.


Subject(s)
Circulating Tumor DNA , Colorectal Neoplasms , Liver Neoplasms , Humans , Circulating Tumor DNA/genetics , Colorectal Neoplasms/genetics , Liquid Biopsy , Liver Neoplasms/genetics , Administration, Cutaneous
7.
EBioMedicine ; 86: 104316, 2022 Dec.
Article in English | MEDLINE | ID: mdl-36332363

ABSTRACT

BACKGROUND: Limited data exist to characterise molecular differences in circulating tumour DNA (ctDNA) for patients with invasive lobular carcinoma (ILC). We analysed metastatic breast cancer patients with ctDNA testing to assess genomic differences among patients with ILC, invasive ductal carcinoma (IDC), and mixed histology. METHODS: We retrospectively analysed 980 clinically annotated patients (121 ILC, 792 IDC, and 67 mixed histology) from three academic centers with ctDNA evaluation by Guardant360™. Single nucleotide variations (SNVs), copy number variations (CNVs), and oncogenic pathways were compared across histologies. FINDINGS: ILC was significantly associated with HR+ HER2 negative and HER2 low. SNVs were higher in patients with ILC compared to IDC or mixed histology (Mann Whitney U test, P < 0.05). In multivariable analysis, HR+ HER2 negative ILC was significantly associated with mutations in CDH1 (odds ratio (OR) 9.4, [95% CI 3.3-27.2]), ERBB2 (OR 3.6, [95% confidence interval (CI) 1.6-8.2]), and PTEN (OR 2.5, [95% CI 1.05-5.8]) genes. CDH1 mutations were not present in the mixed histology cohort. Mutations in the PI3K pathway genes (OR 1.76 95% CI [1.18-2.64]) were more common in patients with ILC. In an independent cohort of nearly 7000 metastatic breast cancer patients, CDH1 was significantly co-mutated with targetable alterations (PIK3CA, ERBB2) and mutations associated with endocrine resistance (ARID1A, NF1, RB1, ESR1, FGFR2) (Benjamini-Hochberg Procedure, all q < 0.05). INTERPRETATION: Evaluation of ctDNA revealed differences in pathogenic alterations and oncogenic pathways across breast cancer histologies with implications for histologic classification and precision medicine treatment. FUNDING: Lynn Sage Cancer Research Foundation, OncoSET Precision Medicine Program, and UL1TR001422.


Subject(s)
Breast Neoplasms , Carcinoma, Ductal, Breast , Carcinoma, Lobular , Circulating Tumor DNA , Humans , Female , Breast Neoplasms/pathology , Carcinoma, Lobular/genetics , Carcinoma, Lobular/metabolism , Carcinoma, Lobular/pathology , Carcinoma, Ductal, Breast/genetics , Carcinoma, Ductal, Breast/metabolism , Carcinoma, Ductal, Breast/pathology , Circulating Tumor DNA/genetics , Retrospective Studies , DNA Copy Number Variations , Phosphatidylinositol 3-Kinases/genetics
8.
J Immunother Cancer ; 10(6)2022 06.
Article in English | MEDLINE | ID: mdl-35710297

ABSTRACT

Clinical trials reporting the robust antitumor activity of immune checkpoint inhibitors (ICIs) in microsatellite instability-high (MSI-H) solid tumors have used tissue-based testing to determine the MSI-H status. This study assessed if MSI-H detected by a plasma-based circulating tumor DNA liquid biopsy test predicts robust response to ICI in patients with pancreatic ductal adenocarcinoma (PDAC). Retrospective analysis of patients with PDAC and MSI-H identified on Guardant360 from October 2018 to April 2021 was performed; clinical outcomes were submitted by treating providers. From 52 patients with PDAC +MSI-H, outcomes were available for 10 (19%) with a median age of 68 years (range: 56-82 years); the majority were male (80%) and had metastatic disease (80%). Nine of 10 patients were treated with ICI. Eight out of nine patients received single-agent pembrolizumab (8/9), while one received ipilimumab plus nivolumab. The overall response rate by Response Evaluation Criteria in Solid Tumors was 77% (7/9). The median progression-free survival and overall survival were not reached in this cohort. The median duration of treatment with ICI was 8 months (range: 1-24), and six out of seven responders continued to show response at the time of data cut-off after a median follow-up of 21 months (range: 11-33). Tissue-based MSI results were concordant with plasma-based G360 results in five of six patients (83%) who had tissue-based test results available, with G360 identifying one more patient with MSI-H than tissue testing. These results suggest that detecting MSI-H by a well-validated liquid biopsy test could predict a robust response to ICI in patients with PDAC. The use of liquid biopsy may expand the identification of PDAC patients with MSI-H tumors and enable treatment with ICI resulting in improved outcomes.


Subject(s)
Microsatellite Instability , Pancreatic Neoplasms , Aged , Aged, 80 and over , Female , Humans , Immunologic Factors , Immunotherapy , Liquid Biopsy , Male , Middle Aged , Pancreatic Neoplasms/drug therapy , Pancreatic Neoplasms/genetics , Retrospective Studies , Pancreatic Neoplasms
9.
Clin Cancer Res ; 28(7): 1258-1267, 2022 04 01.
Article in English | MEDLINE | ID: mdl-35046057

ABSTRACT

PURPOSE: HER2 mutations (HER2mut) induce endocrine resistance in estrogen receptor-positive (ER+) breast cancer. PATIENTS AND METHODS: In this single-arm multi-cohort phase II trial, we evaluated the efficacy of neratinib plus fulvestrant in patients with ER+/HER2mut, HER2 non-amplified metastatic breast cancer (MBC) in the fulvestrant-treated (n = 24) or fulvestrant-naïve cohort (n = 11). Patients with ER-negative (ER-)/HER2mut MBC received neratinib monotherapy in an exploratory ER- cohort (n = 5). RESULTS: The clinical benefit rate [CBR (95% confidence interval)] was 38% (18%-62%), 30% (7%-65%), and 25% (1%-81%) in the fulvestrant-treated, fulvestrant-naïve, and ER- cohorts, respectively. Adding trastuzumab at progression in 5 patients resulted in three partial responses and one stable disease ≥24 weeks. CBR appeared positively associated with lobular histology and negatively associated with HER2 L755 alterations. Acquired HER2mut were detected in 5 of 23 patients at progression. CONCLUSIONS: Neratinib and fulvestrant are active for ER+/HER2mut MBC. Our data support further evaluation of dual HER2 blockade for the treatment of HER2mut MBC.


Subject(s)
Breast Neoplasms , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Female , Fulvestrant , Humans , Quinolines , Receptor, ErbB-2/genetics , Receptor, ErbB-2/therapeutic use
10.
J Genet Couns ; 30(1): 158-169, 2021 02.
Article in English | MEDLINE | ID: mdl-32562467

ABSTRACT

Early identification of those with BRCA-related Hereditary Breast and Ovarian Cancer Syndrome (HBOC) and Lynch syndrome has the potential for early cancer detection and/or prevention; as such, these conditions are considered Tier 1 genetic conditions by the U.S. Center for Disease Control and Prevention. Given the decreasing cost of genetic testing, population-based screening (PBS) for such conditions may be the next step toward cancer prevention. This study aimed to understand genetic counselors' perspectives toward offering PBS for the Tier 1 conditions BRCA-related HBOC and Lynch syndrome. An online survey was distributed to 3,609 members of the National Society of Genetic Counselors. A total of 367 individuals participated in the study. Fifty percent of respondents felt that PBS for inherited cancer should not be offered; 93.3% felt that the current healthcare system is unprepared for implementation of PBS. However, most respondents agreed that PBS should be implemented within the next 10 years. Attitudes toward offering PBS were associated with respondents' work setting, cancer specialization, and perceived preparedness (p's < 0.05). The most commonly reported barriers to the implementation of PBS were shortage of genetic professionals and lack of infrastructure. Data in this study provide evidence that infrastructural barriers and educational gaps of non-genetic professionals would need to be addressed before successful integration of PBS into the healthcare system.


Subject(s)
Breast Neoplasms , Colorectal Neoplasms, Hereditary Nonpolyposis , Counselors , Hereditary Breast and Ovarian Cancer Syndrome , Ovarian Neoplasms , Breast Neoplasms/diagnosis , Breast Neoplasms/genetics , Colorectal Neoplasms, Hereditary Nonpolyposis/diagnosis , Colorectal Neoplasms, Hereditary Nonpolyposis/genetics , Early Detection of Cancer , Female , Genetic Counseling , Genetic Testing , Hereditary Breast and Ovarian Cancer Syndrome/diagnosis , Hereditary Breast and Ovarian Cancer Syndrome/genetics , Humans , Ovarian Neoplasms/diagnosis , Ovarian Neoplasms/genetics
11.
J Genet Couns ; 29(2): 182-191, 2020 04.
Article in English | MEDLINE | ID: mdl-32128954

ABSTRACT

A gendered pay gap in the genetic counseling profession has been identified in recent years, though reasons for its existence have not been explored in depth. The primary aim of this study was to determine what demographic characteristics and career experiences influence annual salary rates and which of those factors differ between male and female genetic counselors. The secondary aim of this study was to determine whether genetic counselors perceive a pay gap and to identify attitudes toward their salaries. Surveys were sent to the nearly 4,000 genetic counselors who are members of the National Society of Genetic Counselors (NSGC), and we report results from 355 respondents. A significant interaction was found between gender and position (direct vs. non-direct patient care). In the best-fitting multiple regression model, male genetic counselors earned $23,736 more than females in non-direct patient care roles (p < .001) and $1,552 more than females in direct patient care roles (p < .001). Years of experience, leadership experience score, negotiation attempts, licensure, and certification were all found to be predictors of annual salary. Most female genetic counselors perceived there to be a pay gap and most male genetic counselors did not (p = .01). Results from this study could contribute to changes in employment and compensation practices, as well as impact genetic counselors' strategies in role- and salary-based conversations.


Subject(s)
Genetic Counseling/economics , Income , Certification , Communication , Counselors/psychology , Female , Genetic Counseling/methods , Humans , Leadership , Male , Surveys and Questionnaires
12.
Cancer ; 126(3): 549-558, 2020 02 01.
Article in English | MEDLINE | ID: mdl-31682005

ABSTRACT

BACKGROUND: Although management guidelines exist for several genes associated with a 2-fold to 5-fold increase in the relative risk for certain cancers, the value of testing for them remains controversial. METHODS: De-identified personal and family history data for 654 individuals with pathogenic variants (PVs) in PALB2, ATM, CHEK2, NBN, BRIP1, RAD51C, and/or RAD51D were analyzed for pretest and post-test candidacy for guideline-recommended management of cancer risk. These individuals were invited to complete a survey about provider recommendations and their adherence. RESULTS: Twenty-four percent of CHEK2, ATM, PALB2, or NBN PV carriers were appropriate for consideration of annual breast magnetic resonance imaging screening before genetic testing, with the remaining 76% appropriate only after testing. No BRIP1, RAD51C, or RAD51D PV carriers were appropriate for consideration of risk-reducing salpingo-oophorectomy before genetic testing; 100% were appropriate only after testing. Seventeen percent of CHEK2 PV carriers were appropriate for earlier and more frequent colonoscopy before genetic testing, with the remaining 83% appropriate only after testing. Provider recommendations for annual breast magnetic resonance imaging, consideration of risk-reducing salpingo-oophorectomy, and earlier and more frequent colonoscopy were reported by 42%, 26%, and 66% of breast, ovarian, and colorectal cancer risk PV carriers, respectively, before genetic testing, versus 82%, 79%, and 81%, respectively, after testing. Nearly all respondents had planned or undertaken provider-recommended management. CONCLUSIONS: Testing for PALB2, ATM, CHEK2, NBN, BRIP1, RAD51C, and RAD51D changed management for those carrying PVs. Provider recommendations were aligned with guidelines, and patients adhered to recommendations, both of which are critical for reducing both long-term cancer morbidity and mortality.


Subject(s)
Breast Neoplasms/diagnosis , Genetic Predisposition to Disease , Genetic Testing , Hereditary Breast and Ovarian Cancer Syndrome/diagnosis , Adolescent , Adult , Aged , Aged, 80 and over , Ataxia Telangiectasia Mutated Proteins/genetics , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Cell Cycle Proteins/genetics , Checkpoint Kinase 2/genetics , DNA-Binding Proteins/genetics , Fanconi Anemia Complementation Group N Protein/genetics , Fanconi Anemia Complementation Group Proteins/genetics , Female , Health Personnel , Hereditary Breast and Ovarian Cancer Syndrome/genetics , Hereditary Breast and Ovarian Cancer Syndrome/pathology , Humans , Magnetic Resonance Imaging , Middle Aged , Nuclear Proteins/genetics , RNA Helicases/genetics , Risk Factors , Young Adult
13.
Article in English | MEDLINE | ID: mdl-30651894

ABSTRACT

BACKGROUND: The number of individuals meeting criteria for genetic counseling and testing for hereditary cancer syndromes (HCS) is far less than the number that actually receive it. To facilitate identification of patients at risk for HCS, Counsyl developed a digital identification tool (digital ID tool) to match personal and family cancer history to National Comprehensive Cancer Network (NCCN) BRCA-related Hereditary Breast and Ovarian Cancer (HBOC), Lynch syndrome, and polyposis testing criteria in one-to-one, automated fashion. The purpose of this study was to validate the ability of the digital ID tool to accurately identify histories that do and do not meet NCCN testing criteria. METHODS: Third-party recorded three-generation pedigrees were retrospectively reviewed by a certified genetic counselor (CGC) to determine if independent events included in pedigree histories met NCCN guidelines, and were then sorted into groups: high risk events (meets criteria) and low risk events (does not meet criteria). Events were entered into the digital ID tool to determine the extent of its concordance with events sorted by CGC review. Statistical tests of accuracy were calculated at a 95% confidence interval (CI). RESULTS: One hundred ninety-seven pedigrees were reviewed consecutively representing 765 independent events for analysis across groups. 382/382 (100%) high risk events identified by the digital ID tool and 381/383 (99.47%) low risk events identified by the digital ID tool were concordant with CGC sorting. The digital ID tool had a sensitivity of 100% (99.04-100% CI) and specificity of 99.48% (98.13-99.94% CI). The overall accuracy of the digital ID tool was estimated to be 99.74% (99.06-99.97% CI), reflecting the rate at which the digital ID tool reached the same conclusion as that of CGC review of pedigree events for the recommendation of genetic testing for individuals at risk for HCS. CONCLUSIONS: The digital ID tool accurately matches NCCN criteria in one-to-one fashion to identify at-risk individuals for HCS and may be useful in clinical practice, specifically for BRCA-related HBOC and Lynch Syndrome.

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