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1.
J Gastrointest Oncol ; 14(5): 2083-2096, 2023 Oct 31.
Article En | MEDLINE | ID: mdl-37969845

Background: Evaluation for activating mutations in KRAS, NRAS, and BRAF in colorectal cancer (CRC) and in KRAS in pancreatic ductal adenocarcinoma (PDAC) is essential for clinical care. Plasma cell-free DNA (cfDNA) next-generation sequencing (NGS) allows convenient assessment of a tumor's molecular profile, however low tumor DNA shedding limits sensitivity. We investigated mutant allele frequency (MAF) of other oncogenic dominant genes to identify a threshold for accurate detection of KRAS, NRAS, and BRAF (RAS/RAF) mutations in cfDNA. Methods: Molecular and clinical data were obtained from the Duke Molecular Registry of Tumors and the SCRUM-Japan GOZILA study. Patients with CRC or PDAC and a KRAS, NRAS, or BRAF activating single nucleotide variant (SNV) present on tissue NGS and with available cfDNA assays were included. Recursive partitioning and Wilcoxon-rank statistics methods identified potential cut-points for discriminative MAF values. Results: One hundred and thirty-five CRC and 30 PDAC cases with 198 total cfDNA assays met criteria. Greatest non-RAS/RAF dominant gene MAF of 0.34% provided maximum discrimination for predicting RAS/RAF SNV detection. Sensitivity for RAS/RAF SNVs increased with dominant gene MAF, with MAF ≥1% predicting sensitivity >98%, MAF between 0.34 and 1% predicting sensitivity of 84.0%, and MAF £0.34% predicting sensitivity of 50%. For 43 cfDNA assays that did not detect RAS/RAF SNVs, 18 assays detected 34 other oncogenic variants, of which 80.6% were not also detected on tissue. Conclusions: Non-RAS/RAF dominant oncogenic mutation MAF ≥1% on cfDNA NGS predicts high sensitivity to detect RAS/RAF oncogenic SNVs in CRC and PDAC. MAF £0.34% indicates an assay may not reliably detect RAS/RAF SNVs, despite detection on tissue testing. Most variants from assays that did not detect RAS/RAF had MAF <1% and were not detected on tissue, suggesting potential confounding. These data suggest a practical approach to determining cfDNA assay adequacy, with implications for guiding clinical decisions in CRC and PDAC.

2.
Science ; 382(6666): eadj0070, 2023 10 06.
Article En | MEDLINE | ID: mdl-37797027

During the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic, multiple variants escaping preexisting immunity emerged, causing reinfections of previously exposed individuals. Here, we used antigenic cartography to analyze patterns of cross-reactivity among 21 variants and 15 groups of human sera obtained after primary infection with 10 different variants or after messenger RNA (mRNA)-1273 or mRNA-1273.351 vaccination. We found antigenic differences among pre-Omicron variants caused by substitutions at spike-protein positions 417, 452, 484, and 501. Quantifying changes in response breadth over time and with additional vaccine doses, our results show the largest increase between 4 weeks and >3 months after a second dose. We found changes in immunodominance of different spike regions, depending on the variant an individual was first exposed to, with implications for variant risk assessment and vaccine-strain selection.


Antigens, Viral , COVID-19 , SARS-CoV-2 , Spike Glycoprotein, Coronavirus , mRNA Vaccines , Humans , Antibodies, Neutralizing/blood , Antibodies, Neutralizing/immunology , Antibodies, Viral/blood , Antibodies, Viral/immunology , Cross Reactions , SARS-CoV-2/genetics , SARS-CoV-2/immunology , Spike Glycoprotein, Coronavirus/genetics , Spike Glycoprotein, Coronavirus/immunology , Antigens, Viral/genetics , Antigens, Viral/immunology , mRNA Vaccines/immunology , Vaccination , Amino Acid Substitution
3.
bioRxiv ; 2023 Jun 16.
Article En | MEDLINE | ID: mdl-35860221

During the SARS-CoV-2 pandemic, multiple variants escaping pre-existing immunity emerged, causing concerns about continued protection. Here, we use antigenic cartography to analyze patterns of cross-reactivity among a panel of 21 variants and 15 groups of human sera obtained following primary infection with 10 different variants or after mRNA-1273 or mRNA-1273.351 vaccination. We find antigenic differences among pre-Omicron variants caused by substitutions at spike protein positions 417, 452, 484, and 501. Quantifying changes in response breadth over time and with additional vaccine doses, our results show the largest increase between 4 weeks and >3 months post-2nd dose. We find changes in immunodominance of different spike regions depending on the variant an individual was first exposed to, with implications for variant risk assessment and vaccine strain selection.

4.
Oncologist ; 28(1): 33-39, 2023 01 18.
Article En | MEDLINE | ID: mdl-35962742

OBJECTIVE: The majority of tumor sequencing currently performed on cancer patients does not include a matched normal control, and in cases where germline testing is performed, it is usually run independently of tumor testing. The rates of concordance between variants identified via germline and tumor testing in this context are poorly understood. We compared tumor and germline sequencing results in patients with breast, ovarian, pancreatic, and prostate cancer who were found to harbor alterations in genes associated with homologous recombination deficiency (HRD) and increased hereditary cancer risk. We then evaluated the potential for a computational somatic-germline-zygosity (SGZ) modeling algorithm to predict germline status based on tumor-only comprehensive genomic profiling (CGP) results. METHODS: A retrospective chart review was performed using an academic cancer center's databases of somatic and germline sequencing tests, and concordance between tumor and germline results was assessed. SGZ modeling from tumor-only CGP was compared to germline results to assess this method's accuracy in determining germline mutation status. RESULTS: A total of 115 patients with 146 total alterations were identified. Concordance rates between somatic and germline alterations ranged from 0% to 85.7% depending on the gene and variant classification. After correcting for differences in variant classification and filtering practices, SGZ modeling was found to have 97.2% sensitivity and 90.3% specificity for the prediction of somatic versus germline origin. CONCLUSIONS: Mutations in HRD genes identified by tumor-only sequencing are frequently germline. Providers should be aware that technical differences related to assay design, variant filtering, and variant classification can contribute to discordance between tumor-only and germline sequencing test results. In addition, SGZ modeling had high predictive power to distinguish between mutations of somatic and germline origin without the need for a matched normal control, and could potentially be considered to inform clinical decision-making.


Neoplasms , Male , Humans , Retrospective Studies , Tertiary Healthcare , Neoplasms/pathology , Genomics , Mutation , Germ-Line Mutation
5.
Nat Commun ; 13(1): 2830, 2022 05 20.
Article En | MEDLINE | ID: mdl-35595835

The lack of validated, distributed comprehensive genomic profiling assays for patients with cancer inhibits access to precision oncology treatment. To address this, we describe elio tissue complete, which has been FDA-cleared for examination of 505 cancer-related genes. Independent analyses of clinically and biologically relevant sequence changes across 170 clinical tumor samples using MSK-IMPACT, FoundationOne, and PCR-based methods reveals a positive percent agreement of >97%. We observe high concordance with whole-exome sequencing for evaluation of tumor mutational burden for 307 solid tumors (Pearson r = 0.95) and comparison of the elio tissue complete microsatellite instability detection approach with an independent PCR assay for 223 samples displays a positive percent agreement of 99%. Finally, evaluation of amplifications and translocations against DNA- and RNA-based approaches exhibits >98% negative percent agreement and positive percent agreement of 86% and 82%, respectively. These methods provide an approach for pan-solid tumor comprehensive genomic profiling with high analytical performance.


Neoplasms , Biomarkers, Tumor/genetics , Genomics/methods , High-Throughput Nucleotide Sequencing/methods , Humans , Mutation , Neoplasms/pathology , Precision Medicine
6.
Article En | MEDLINE | ID: mdl-34568718

Comprehensive genomic profiling to inform targeted therapy selection is a central part of oncology care. However, the volume and complexity of alterations uncovered through genomic profiling make it difficult for oncologists to choose the most appropriate therapy for their patients. Here, we present a solution to this problem, The Molecular Registry of Tumors (MRT) and our Molecular Tumor Board (MTB). PATIENTS AND METHODS: MRT is an internally developed system that aggregates and normalizes genomic profiling results from multiple sources. MRT serves as the foundation for our MTB, a team that reviews genomic results for all Duke University Health System cancer patients, provides notifications for targeted therapies, matches patients to biomarker-driven trials, and monitors the molecular landscape of tumors at our institution. RESULTS: Among 215 patients reviewed by our MTB over a 6-month period, we identified 176 alterations associated with therapeutic sensitivity, 15 resistance alterations, and 51 alterations with potential germline implications. Of reviewed patients, 17% were subsequently treated with a targeted therapy. For 12 molecular therapies approved during the course of this work, we identified between two and 71 patients who could qualify for treatment based on retrospective MRT data. An analysis of 14 biomarker-driven clinical trials found that MRT successfully identified 42% of patients who ultimately enrolled. Finally, an analysis of 4,130 comprehensive genomic profiles from 3,771 patients revealed that the frequency of clinically significant therapeutic alterations varied from approximately 20% to 70% depending on the tumor type and sequencing test used. CONCLUSION: With robust informatics tools, such as MRT, and the right MTB structure, a precision cancer medicine program can be developed, which provides great benefit to providers and patients with cancer.


Neoplasms , Academic Medical Centers , High-Throughput Nucleotide Sequencing/methods , Humans , Neoplasms/genetics , Precision Medicine/methods , Registries , Retrospective Studies , Universities
7.
J Mol Diagn ; 23(10): 1324-1333, 2021 10.
Article En | MEDLINE | ID: mdl-34314880

Genomic tumor profiling by next-generation sequencing (NGS) allows for large-scale tumor testing to inform targeted cancer therapies and immunotherapies, and to identify patients for clinical trials. These tests are often underutilized in patients with late-stage solid tumors and are typically performed in centralized specialty laboratories, thereby limiting access to these complex tests. Personal Genome Diagnostics Inc., elio tissue complete NGS solution is a comprehensive DNA-to-report kitted assay and bioinformatics solution. Comparison of 147 unique specimens from >20 tumor types was performed using the elio tissue complete solution and Foundation Medicine's FoundationOne test, which is of similar size and gene content. The analytical performance of all genomic variant types was evaluated. In general, the overall mutational profile is highly concordant between the two assays, with agreement in sequence variants reported between panels demonstrating >95% positive percentage agreement for single-nucleotide variants and insertions/deletions in clinically actionable genes. Both copy number alterations and gene translocations showed 80% to 83% positive percentage agreement, whereas tumor mutation burden and microsatellite status showed a high level of concordance across a range of mutation loads and tumor types. The Personal Genome Diagnostics Inc., elio tissue complete assay is comparable to the FoundationOne test and will allow more laboratories to offer a diagnostic NGS assay in house, which will ultimately reduce time to result and increase the number of patients receiving molecular genomic profiling and personalized treatment.


Genetic Testing/methods , Genomics/methods , High-Throughput Nucleotide Sequencing/methods , Laboratories , Neoplasms/genetics , Sequence Analysis, DNA/methods , Biomarkers, Tumor/genetics , DNA Copy Number Variations , Humans , INDEL Mutation , Microsatellite Instability , Polymorphism, Single Nucleotide
8.
Clin Lung Cancer ; 22(6): 500-509, 2021 11.
Article En | MEDLINE | ID: mdl-33972172

INTRODUCTION: A high tumor mutational burden (TMB) (≥10 mut/Mb) has been associated with improved clinical benefit in non-small cell lung cancer (NSCLC) treated with immune checkpoint inhibitors (ICI) and is a tumor agnostic indication for pembrolizumab across tumor types. We explored whether combining TMB with programmed cell death ligand 1 (PD-L1) and pretreatment neutrophil-lymphocyte ratio (NLR) was associated with improved outcomes in ICI-treated NSCLC. METHODS: We retrospectively analyzed patients treated with ICI with Foundation One genomic testing, including TMB. Optimal cutoff for prediction of response by TMB was determined by receiver operating characteristic analysis, and area under the curve (AUC) was calculated for all 3 biomarkers and combinations. Cox model was used to assess prognostic factors of overall survival (OS) and time to progression (TTP). Survival cutoffs calculated with Kaplan-Meier survival curves were TMB ≥10 mut/Mb, PD-L1 ≥50%, NLR <5, and combined biomarkers. RESULTS: Data from 88 patients treated were analyzed. The optimal TMB cutoff was 9.24 mut/Mb (AUC, 0.62), improving to 0.74 combining all 3 biomarkers. Adjusted Cox model showed that TMB ≥10 mut/Mb was an independent factor of OS (hazard ratio [HR], 0.31; 95% confidence interval; 0.14-0.69; P = .004) and TTP (HR, 0.46; 95% CI, 0.27-0.77; P = .003). The combination of high TMB with positive PD-L1 and low NLR was significantly associated with OS (P = .038) but not TTP. CONCLUSIONS: TMB has modest predictive and prognostic power for clinical outcomes after ICI treatment. The combination of TMB, PD-L1, and NLR status improves this power.


Biomarkers, Tumor/blood , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/pathology , Immune Checkpoint Inhibitors/therapeutic use , Lung Neoplasms/drug therapy , Lung Neoplasms/pathology , Outcome Assessment, Health Care/methods , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Retrospective Studies
9.
Transplant Proc ; 53(4): 1337-1341, 2021 May.
Article En | MEDLINE | ID: mdl-33824012

Cancer transmission from a donor organ to a transplant recipient is a rare but not infrequently fatal event. We report a case of lung cancer transmission from a deceased donor to 2 kidney recipients. Approximately 1 year after uneventful kidney transplantation, both recipients developed acute kidney failure. Computed tomography imaging of abdomen and pelvis for both recipients showed masses in the transplanted kidneys along with innumerable masses in the livers. Pathologic examinations for both cases demonstrated high-grade neuroendocrine carcinoma with "mirror image" histologic findings in the transplant kidneys with liver metastases. Short tandem repeat (STR) analyses were performed to determine the origin of the tumors. STRs of both tumors were nearly identical to that of the donor, proving that both tumors were from the same donor. Immunohistochemical analyses showed that both tumors were positive for thyroid transcription factor 1, supporting a lung primary. One recipient died as a direct sequela to metastatic tumor, and the other required transplant nephrectomy and chemotherapy. Awareness of this largely nonpreventable complication and prompt molecular testing if cancer transmission is suspected are important.


Carcinoma, Neuroendocrine/diagnosis , Kidney Transplantation/adverse effects , Liver Neoplasms/diagnosis , Microsatellite Repeats/genetics , Abdomen/diagnostic imaging , Aged , Carcinoma, Neuroendocrine/etiology , Carcinoma, Neuroendocrine/genetics , Humans , Kidney Failure, Chronic/surgery , Liver/pathology , Liver Neoplasms/etiology , Liver Neoplasms/genetics , Male , Middle Aged , Tissue Donors , Tomography, X-Ray Computed , Transplant Recipients
10.
Infect Control Hosp Epidemiol ; 42(3): 341-343, 2021 03.
Article En | MEDLINE | ID: mdl-32741409

We implemented universal severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) testing of patients undergoing surgical procedures as a means to conserve personal protective equipment (PPE). The rate of asymptomatic coronavirus disease 2019 (COVID-19) was <0.5%, which suggests that early local public health interventions were successful. Although our protocol was resource intensive, it prevented exposures to healthcare team members.


COVID-19 Testing/statistics & numerical data , COVID-19/epidemiology , Preoperative Care/methods , Surgical Procedures, Operative/statistics & numerical data , Humans , Infectious Disease Transmission, Patient-to-Professional/prevention & control , North Carolina/epidemiology , Personal Protective Equipment/supply & distribution
12.
MMWR Morb Mortal Wkly Rep ; 69(46): 1743-1747, 2020 Nov 20.
Article En | MEDLINE | ID: mdl-33211678

On university campuses and in similar congregate environments, surveillance testing of asymptomatic persons is a critical strategy (1,2) for preventing transmission of SARS-CoV-2, the virus that causes coronavirus disease 2019 (COVID-19). All students at Duke University, a private research university in Durham, North Carolina, signed the Duke Compact (3), agreeing to observe mandatory masking, social distancing, and participation in entry and surveillance testing. The university implemented a five-to-one pooled testing program for SARS-CoV-2 using a quantitative, in-house, laboratory-developed, real-time reverse transcription-polymerase chain reaction (RT-PCR) test (4,5). Pooling of specimens to enable large-scale testing while minimizing use of reagents was pioneered during the human immunodeficiency virus pandemic (6). A similar methodology was adapted for Duke University's asymptomatic testing program. The baseline SARS-CoV-2 testing plan was to distribute tests geospatially and temporally across on- and off-campus student populations. By September 20, 2020, asymptomatic testing was scaled up to testing targets, which include testing for residential undergraduates twice weekly, off-campus undergraduates one to two times per week, and graduate students approximately once weekly. In addition, in response to newly identified positive test results, testing was focused in locations or within cohorts where data suggested an increased risk for transmission. Scale-up over 4 weeks entailed redeploying staff members to prepare 15 campus testing sites for specimen collection, developing information management tools, and repurposing laboratory automation to establish an asymptomatic surveillance system. During August 2-October 11, 68,913 specimens from 10,265 graduate and undergraduate students were tested. Eighty-four specimens were positive for SARS-CoV-2, and 51% were among persons with no symptoms. Testing as a result of contact tracing identified 27.4% of infections. A combination of risk-reduction strategies and frequent surveillance testing likely contributed to a prolonged period of low transmission on campus. These findings highlight the importance of combined testing and contact tracing strategies beyond symptomatic testing, in association with other preventive measures. Pooled testing balances resource availability with supply-chain disruptions, high throughput with high sensitivity, and rapid turnaround with an acceptable workload.


Asymptomatic Diseases/epidemiology , Clinical Laboratory Techniques/methods , Coronavirus Infections/diagnosis , Coronavirus Infections/epidemiology , Pneumonia, Viral/diagnosis , Pneumonia, Viral/epidemiology , Public Health Surveillance/methods , Betacoronavirus/isolation & purification , COVID-19 , COVID-19 Testing , COVID-19 Vaccines , Coronavirus Infections/prevention & control , Humans , North Carolina/epidemiology , Pandemics/prevention & control , Pneumonia, Viral/prevention & control , Program Development , SARS-CoV-2 , Universities , Viral Load
13.
Transl Lung Cancer Res ; 8(3): 258-267, 2019 Jun.
Article En | MEDLINE | ID: mdl-31367539

BACKGROUND: Data describing therapeutic outcomes in patients with non-small cell lung cancers (NSCLC) with BRAF mutations remains limited. METHODS: We conducted a retrospective cohort study of 31 patients with metastatic NSCLC treated at Duke University Hospital who had been identified by next-generation sequencing methods to bear a BRAF mutation in their tumor in order to evaluate clinical response to immunotherapy and chemotherapy. RESULTS: Sixty-five percent of patients identified in this cohort were current or former smokers. Fourteen (45.2%) of patients had a BRAF V600E mutation and 17 (54.8%) had a non-V600E mutation. Median progression-free survival (PFS) in the 23 patients who received first-line chemotherapy was 6.4 months [95% confidence interval (CI), 2.3 to 13.0]. Overall survival (OS) in patients who received first-line chemotherapy showed a median survival of 18 months (95% CI, 7.4 to 28.6). OS comparing patients who had never received immunotherapy at any point was 18.4 months (95% CI, 4.1 to NE) compared to 19.0 months (95% CI, 9.9 to 28.6) in those who had received immunotherapy. We did not find a statistically significant difference in OS in patients with BRAF V600E, BRAF amplification, or non-V600E mutations. There was also no difference in OS in patients treated with targeted BRAF inhibitors compared to those who were not treated with targeted BRAF inhibitors. CONCLUSIONS: We describe therapeutic outcomes for patients with metastatic NSCLC with BRAF mutations treated with either cytotoxic chemotherapy or immunotherapy. Although the sample size is small, the survival curves do not suggest improved clinical activity in this population when treated with immunotherapy.

14.
Cancer Cytopathol ; 126(7): 471-480, 2018 07.
Article En | MEDLINE | ID: mdl-29637728

BACKGROUND: The ThyroSeq mutational panel and Afirma gene expression classifier (GEC) are used to risk stratify cytologically indeterminate thyroid nodules. In the current study, the authors evaluated the performance of these tests within the context of ultrasonographic features and with the incorporation of the noninvasive follicular thyroid neoplasm with papillary-like nuclear features (NIFTP) nomenclature. METHODS: The authors reviewed nodules using ThyroSeq or Afirma GEC testing. For nodules that were surgically resected, both tests were studied within the context of ultrasound findings, comparing performance stratified by the 2015 American Thyroid Association guideline (ATA 2015) sonographic patterns and assessing the positive predictive value (PPV) of these tests both including and excluding NIFTP in the malignant category. RESULTS: A total of 304 cases were identified, 119 of which were resected. All cases that met the criteria for NIFTP on excision demonstrated either high-risk mutations on ThyroSeq or a "suspicious" result on Afirma GEC. When NIFTP cases were shifted from the malignant to nonmalignant category, the PPV of "positive" tests for both ThyroSeq and Afirma GEC decreased from 42.9% to 14.3% (an absolute decrease of 28.6%) and 30.1% to 25.3% (an absolute decrease of 4.8%), respectively. No cases of malignancy were found in the ATA 2015 "very low suspicion" group, even with a "suspicious" Afirma GEC result. CONCLUSIONS: Both the ThyroSeq and Afirma GEC tests demonstrated decreases in the PPV when NIFTP was considered nonmalignant. In the era of NIFTP, a "positive" test result for either the Afirma GEC or ThyroSeq should be interpreted in light of clinical factors and should not exclude conservative (ie, lobectomy) surgical management. ATA 2015 "very low suspicion" nodules, even with "suspicious" Afirma GEC results, were not found to demonstrate malignancy in this series. Cancer Cytopathol 2018. © 2018 American Cancer Society.


Adenocarcinoma, Follicular/diagnosis , Biomarkers, Tumor/genetics , Carcinoma, Papillary/diagnosis , Gene Expression Profiling , Thyroid Neoplasms/classification , Thyroid Neoplasms/diagnosis , Thyroid Nodule/diagnosis , Adenocarcinoma, Follicular/genetics , Adult , Aged , Aged, 80 and over , Biopsy, Fine-Needle , Carcinoma, Papillary/genetics , Diagnostic Tests, Routine , Female , Follow-Up Studies , Humans , Male , Middle Aged , Mutation , Prognosis , Retrospective Studies , Thyroid Neoplasms/genetics , Thyroid Nodule/genetics , Young Adult
16.
Cancer Cytopathol ; 124(12): 893-900, 2016 Dec.
Article En | MEDLINE | ID: mdl-27893191

BACKGROUND: Molecular testing provides an important ancillary study for thyroid nodules with indeterminate cytology. The nomenclature shift to "noninvasive follicular thyroid neoplasm with papillary-like nuclear features" (NIFTP) will impact the performance of molecular tests. For the current study, the authors reviewed the performance of the Afirma gene-expression classifier (GEC) and the University of Pittsburgh Medical Center (UPMC) targeted mutation panel tests in thyroid nodules that were subsequently diagnosed as NIFTP on surgical resection. METHODS: In total, 302 nodules were sent for molecular testing between June 2012 and June 2016. These cases were retrospectively reviewed to identify patients who underwent subsequent surgical resection and were diagnosed with follicular variant of papillary thyroid carcinoma (FVPTC). Twenty-five nodules that were diagnosed as FVPTC met the initial inclusion criteria. These cases were reviewed using strict criteria to identify NIFTP. RESULTS: Eight cases met criteria for NIFTP, and 4 NIFTPs underwent Afirma testing. Cytology diagnoses were all Bethesda category III, with 3 diagnosed as atypia of undetermined significance (AUS) and 1 diagnosed as follicular lesion of undetermined significance (FLUS). All of these nodules were identified as "suspicious" using GEC. Four NIFTPs underwent testing at UPMC, all using ThyroSeq V2. The cytology diagnoses for these nodules also were category III, with the exception of 1 nodule that was category IV, suspicious for follicular neoplasm. All NIFTPs were positive for mutations, all of which were RAS mutations (NRAS, KRAS). One patient who had a nodule classified as NIFTP had metastatic carcinoma identified in a lymph node. Another who had a 6-cm tumor had coexisting NRAS and TERT mutations. CONCLUSIONS: The current results indicate that NIFTP is a rare tumor if defined by strict criteria, that both the GEC and UPMC methods indicate abnormalities in NIFTP, and further independent study will be needed to better characterize the molecular and clinical characteristics of NIFTP. Cancer Cytopathol 2016;124:893-900. © 2016 American Cancer Society.


Adenocarcinoma, Follicular/diagnosis , Genetic Markers/genetics , Sequence Analysis, DNA/methods , Thyroid Neoplasms/diagnosis , Adenocarcinoma, Follicular/genetics , Adult , Cytodiagnosis/methods , Female , Humans , Middle Aged , Mutation , Retrospective Studies , Thyroid Neoplasms/genetics
17.
Genet Med ; 17(1): 58-62, 2015 Jan.
Article En | MEDLINE | ID: mdl-24946157

PURPOSE: The purpose of this study was to analyze laboratory performance on proficiency testing surveys offered jointly by the College of American Pathologists/American College of Medical Genetics and Genomics biannually for the three common Ashkenazi Jewish founder mutations in the BRCA1 and BRCA2 genes. METHODS: Survey responses were analyzed for accuracy of genotype determination and the associated clinical interpretation. Data on an individual laboratory's participation over time, number of samples tested, turnaround time, and test methodology were also reviewed. RESULTS: Between 2003 and 2012, 23 US laboratories and 39 international laboratories participated. There were six genotyping errors, with a corresponding analytical sensitivity of 99.0% (479/484 challenges; 95% confidence interval: 97.6-99.7%) and an analytic specificity of 99.9% (870/871; 95% confidence interval: 99.4-99.9%). Among the 1,325 clinical interpretations, 92.5% (1,226/1,325; 95% confidence interval: 91.0-93.9%) matched the intended response. Most of the 99 discrepancies-81% (80/99)-incorrectly interpreted the risk for a negative test result as having a lifetime risk of breast cancer "that is the same as that in the general population" instead of "that cannot be determined without BRCA mutation testing of the affected relative." CONCLUSION: Clinical laboratories demonstrated excellent analytical sensitivity and specificity. The clinical interpretation requires additional education, focusing on the clinical interpretation of negative test results for these three mutations.


Founder Effect , Genes, BRCA1 , Genes, BRCA2 , Genetic Testing , Jews/genetics , Mutation , Genetic Testing/methods , Genetic Testing/standards , Genotype , Health Care Surveys , Humans , Laboratory Proficiency Testing , Reproducibility of Results , Sensitivity and Specificity
18.
J Mol Diagn ; 16(5): 541-549, 2014 Sep.
Article En | MEDLINE | ID: mdl-25017478

Next-generation sequencing shows great promise by allowing rapid mutational analysis of multiple genes in human cancers. Recently, we implemented the multiplex PCR-based Ion AmpliSeq Cancer Hotspot Panel (>200 amplicons in 50 genes) to evaluate EGFR, KRAS, and BRAF in lung and colorectal adenocarcinomas. In 10% of samples, automated analysis identified a novel G873R substitution mutation in EGFR. By examining reads individually, we found this mutation in >5% of reads in 50 of 291 samples and also found similar events in 18 additional amplicons. These apparent mutations are present only in short reads and within 10 bases of either end of the read. We therefore hypothesized that these were from panel primers promiscuously binding to nearly complementary sequences of nontargeted amplicons. Sequences around the mutations matched primer binding sites in the panel in 18 of 19 cases, thus likely corresponding to panel primers. Furthermore, because most primers did not show this effect, we demonstrated that next-generation sequencing may be used to better design multiplex PCR primers through iterative elimination of offending primers to minimize mispriming. Our results indicate the need for careful sequence analysis to avoid false-positive mutations that can arise in multiplex PCR panels. The AmpliSeq Cancer panel is a valuable tool for clinical diagnostics, provided awareness of potential artifacts.


High-Throughput Nucleotide Sequencing/methods , High-Throughput Nucleotide Sequencing/standards , Multiplex Polymerase Chain Reaction/methods , Multiplex Polymerase Chain Reaction/standards , Algorithms , Computational Biology/methods , ErbB Receptors/genetics , Exons , Humans , Mutation , Reproducibility of Results , Sensitivity and Specificity
19.
J Mol Diagn ; 14(3): 214-22, 2012.
Article En | MEDLINE | ID: mdl-22490445

In some cancer types, certain genes behave as molecular switches, with on and off expression states. These genes tend to define tumor subtypes associated with different treatments and different patient survival. We hypothesized that clinically relevant molecular switch genes exist in epithelial ovarian cancer. To test this hypothesis, we applied a bimodal discovery algorithm to a publicly available ovarian cancer expression microarray data set, GSE9891 [285 tumors: 246 malignant serous (MS), 20 endometrioid (EM), and 18 low malignant potential (LMP) ovarian carcinomas]. Genes with robust bimodal expression patterns were identified across all ovarian tumor types and also within selected subtypes: 73 bimodal genes demonstrated differential expression between LMP versus MS and EM; 22 bimodal genes distinguished MS from EM; and 14 genes had significant association with survival among MS tumors. When these genes were combined into a single survival score, the median survival for patients with a favorable versus unfavorable score was 65 versus 29 months (P < 0.0001, hazard ratio = 0.4221). Two independent data sets [high-grade, advanced-stage serous (n = 53) and advanced-stage (n = 119) ovarian tumors] validated the survival score performance. We conclude that genes with bimodal expression patterns not only define clinically relevant molecular subtypes of ovarian carcinoma but also provide ideal targets for translation into the clinical laboratory.


Molecular Diagnostic Techniques/methods , Neoplasms, Glandular and Epithelial/diagnosis , Neoplasms, Glandular and Epithelial/genetics , Ovarian Neoplasms/diagnosis , Ovarian Neoplasms/genetics , Carcinoma, Ovarian Epithelial , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Humans , Neoplasms, Glandular and Epithelial/classification , Oligonucleotide Array Sequence Analysis/methods , Ovarian Neoplasms/classification , Survival Analysis
20.
Neoplasia ; 13(8): 758-70, 2011 Aug.
Article En | MEDLINE | ID: mdl-21847367

The type III TGF-ß receptor (TßRIII or betagylcan) is a TGF-ß superfamily coreceptor with emerging roles in regulating TGF-ß superfamily signaling and cancer progression. Alterations in TGF-ß superfamily signaling are common in colon cancer; however, the role of TßRIII has not been examined. Although TßRIII expression is frequently lost at the message and protein level in human cancers and suppresses cancer progression in these contexts, here we demonstrate that, in colon cancer, TßRIII messenger RNA expression is not significantly altered and TßRIII expression is more frequently increased at the protein level, suggesting a distinct role for TßRIII in colon cancer. Increasing TßRIII expression in colon cancer model systems enhanced ligand-mediated phosphorylation of p38 and the Smad proteins, while switching TGF-ß and BMP-2 from inhibitors to stimulators of colon cancer cell proliferation, inhibiting ligand-induced p21 and p27 expression. In addition, increasing TßRIII expression increased ligand-stimulated anchorage-independent growth, a resistance to ligand- and chemotherapy-induced apoptosis, cell migration and modestly increased tumorigenicity in vivo. In a reciprocal manner, silencing endogenous TßRIII expression decreased colon cancer cell migration. These data support a model whereby TßRIII mediates TGF-ß superfamily ligand-induced colon cancer progression and support a context-dependent role for TßRIII in regulating cancer progression.


Cell Movement , Colonic Neoplasms/metabolism , Proteoglycans/metabolism , Receptors, Transforming Growth Factor beta/metabolism , Animals , Cell Line, Tumor , Cell Movement/genetics , Cell Proliferation , Cell Transformation, Neoplastic/genetics , Colonic Neoplasms/genetics , Colonic Neoplasms/pathology , Cyclin-Dependent Kinase Inhibitor p21/genetics , Cyclin-Dependent Kinase Inhibitor p21/metabolism , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , HT29 Cells , Humans , Mice , Mice, Inbred BALB C , Mice, Nude , Proteoglycans/genetics , Receptors, Transforming Growth Factor beta/genetics , Signal Transduction/genetics , Xenograft Model Antitumor Assays
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