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1.
Mol Diagn Ther ; 23(4): 507-520, 2019 08.
Article in English | MEDLINE | ID: mdl-31250328

ABSTRACT

INTRODUCTION: Tumor mutational burden (TMB) has emerged as a clinically relevant biomarker that may be associated with immune checkpoint inhibitor efficacy. Standardization of TMB measurement is essential for implementing diagnostic tools to guide treatment. OBJECTIVE: Here we describe the in-depth evaluation of bioinformatic TMB analysis by whole exome sequencing (WES) in formalin-fixed, paraffin-embedded samples from a phase III clinical trial. METHODS: In the CheckMate 026 clinical trial, TMB was retrospectively assessed in 312 patients with non-small-cell lung cancer (58% of the intent-to-treat population) who received first-line nivolumab treatment or standard-of-care chemotherapy. We examined the sensitivity of TMB assessment to bioinformatic filtering methods and assessed concordance between TMB data derived by WES and the FoundationOne® CDx assay. RESULTS: TMB scores comprising synonymous, indel, frameshift, and nonsense mutations (all mutations) were 3.1-fold higher than data including missense mutations only, but values were highly correlated (Spearman's r = 0.99). Scores from CheckMate 026 samples including missense mutations only were similar to those generated from data in The Cancer Genome Atlas, but those including all mutations were generally higher. Using databases for germline subtraction (instead of matched controls) showed a trend for race-dependent increases in TMB scores. WES and FoundationOne CDx outputs were highly correlated (Spearman's r = 0.90). CONCLUSIONS: Parameter variation can impact TMB calculations, highlighting the need for standardization. Encouragingly, differences between assays could be accounted for by empirical calibration, suggesting that reliable TMB assessment across assays, platforms, and centers is achievable.


Subject(s)
Biomarkers, Tumor , Carcinoma, Non-Small-Cell Lung/genetics , Computational Biology , Lung Neoplasms/genetics , Mutation , Carcinoma, Non-Small-Cell Lung/mortality , Carcinoma, Non-Small-Cell Lung/pathology , Computational Biology/methods , Genetic Association Studies , Genetic Predisposition to Disease , Humans , Lung Neoplasms/pathology , Prognosis , Reproducibility of Results , Exome Sequencing , Workflow
2.
J Clin Oncol ; 37(12): 992-1000, 2019 04 20.
Article in English | MEDLINE | ID: mdl-30785829

ABSTRACT

PURPOSE: CheckMate 568 is an open-label phase II trial that evaluated the efficacy and safety of nivolumab plus low-dose ipilimumab as first-line treatment of advanced/metastatic non-small-cell lung cancer (NSCLC). We assessed the association of efficacy with programmed death ligand 1 (PD-L1) expression and tumor mutational burden (TMB). PATIENTS AND METHODS: Two hundred eighty-eight patients with previously untreated, recurrent stage IIIB/IV NSCLC received nivolumab 3 mg/kg every 2 weeks plus ipilimumab 1 mg/kg every 6 weeks. The primary end point was objective response rate (ORR) in patients with 1% or more and less than 1% tumor PD-L1 expression. Efficacy on the basis of TMB (FoundationOne CDx assay) was a secondary end point. RESULTS: Of treated patients with tumor available for testing, 252 patients (88%) of 288 were evaluable for PD-L1 expression and 98 patients (82%) of 120 for TMB. ORR was 30% overall and 41% and 15% in patients with 1% or greater and less than 1% tumor PD-L1 expression, respectively. ORR increased with higher TMB, plateauing at 10 or more mutations/megabase (mut/Mb). Regardless of PD-L1 expression, ORRs were higher in patients with TMB of 10 or more mut/Mb (n = 48: PD-L1, ≥ 1%, 48%; PD-L1, < 1%, 47%) versus TMB of fewer than 10 mut/Mb (n = 50: PD-L1, ≥ 1%, 18%; PD-L1, < 1%, 5%), and progression-free survival was longer in patients with TMB of 10 or more mut/Mb versus TMB of fewer than 10 mut/Mb (median, 7.1 v 2.6 months). Grade 3 to 4 treatment-related adverse events occurred in 29% of patients. CONCLUSION: Nivolumab plus low-dose ipilimumab was effective and tolerable as a first-line treatment of advanced/metastatic NSCLC. TMB of 10 or more mut/Mb was associated with improved response and prolonged progression-free survival in both tumor PD-L1 expression 1% or greater and less than 1% subgroups and was thus identified as a potentially relevant cutoff in the assessment of TMB as a biomarker for first-line nivolumab plus ipilimumab.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , B7-H1 Antigen/biosynthesis , Carcinoma, Non-Small-Cell Lung/drug therapy , Lung Neoplasms/drug therapy , Mutation , Adult , Aged , Aged, 80 and over , B7-H1 Antigen/immunology , Biomarkers, Tumor/biosynthesis , Biomarkers, Tumor/genetics , Biomarkers, Tumor/immunology , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/immunology , Female , Humans , Ipilimumab/administration & dosage , Lung Neoplasms/genetics , Lung Neoplasms/immunology , Male , Middle Aged , Neoplasm Recurrence, Local/drug therapy , Neoplasm Staging , Nivolumab/administration & dosage , Treatment Outcome
3.
J Clin Pathol ; 71(12): 1078-1083, 2018 Dec.
Article in English | MEDLINE | ID: mdl-30275099

ABSTRACT

AIMS: At the time of analysis, two widely used, drug-specific, tumour-cell programmed death ligand 1 (PD-L1) assays were approved by the US Food and Drug Administration for anti-PD-1 therapies: the Dako PD-L1 immunohistochemistry (IHC) 28-8 pharmDx assay and the Dako PD-L1 IHC 22C3 pharmDx assay. Given that the majority of current PD-L1 testing in US clinical practice is performed at commercial reference laboratories, we aimed to evaluate the concordance of the 28-8 and 22C3 assays in a real-world setting. METHODS: Matched PD-L1 IHC 28-8 and 22C3 results from routine assessment were obtained from 1930 patients, including 412 confirmed to have lung cancer, submitted from hospitals in over 38 US states/territories. Biopsies were stained, reviewed and scored by trained/certified pathologists at a single cancer reference laboratory between 2015 and 2017. Rate of concordance between assay findings was assessed by Bland-Altman analysis; overall per cent agreement (OPA), positive per cent agreement and negative per cent agreement; and Cohen's kappa. RESULTS: PD-L1 IHC 28-8 and 22C3 displayed strong correlation across all samples and in samples with a confirmed lung cancer diagnosis irrespective of biopsy site. The OPA was 97%-98% for all samples, depending on the expression level defining PD-L1 positivity. In the Bland-Altman analysis, the mean difference in percentage of tumour cells positively stained for PD-L1 between the paired assay findings was -0.80% for all samples and -0.93% in samples with a confirmed lung cancer diagnosis. CONCLUSIONS: These data, in conjunction with recent findings, support the analytical concordance of the PD-L1 IHC 28-8 and 22C3 assays for assessing per cent tumour-cell membrane PD-L1 expression.


Subject(s)
B7-H1 Antigen/metabolism , Biomarkers, Tumor/metabolism , Lung Neoplasms/diagnosis , Bone and Bones/metabolism , Bone and Bones/pathology , Humans , Immunohistochemistry , Liver/metabolism , Liver/pathology , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Lymph Nodes/metabolism , Lymph Nodes/pathology , Reagent Kits, Diagnostic , Staining and Labeling , United States , United States Food and Drug Administration
4.
J Clin Oncol ; 27(4): 526-34, 2009 Feb 01.
Article in English | MEDLINE | ID: mdl-19075286

ABSTRACT

PURPOSE: This phase II study evaluated the efficacy and safety of ixabepilone as neoadjuvant therapy for invasive breast cancer not amenable to breast conservation surgery. Gene expression studies were undertaken using genes that were identified as potentially associated with sensitivity/resistance to ixabepilone in prior preclinical investigations. PATIENTS AND METHODS: Patients with invasive breast cancer >or= 3 cm were eligible. Ixabepilone 40 mg/m(2) was administered as a 3-hour intravenous infusion on day 1 of a 21-day cycle for four or fewer cycles. RESULTS: One hundred sixty-one patients were treated. The overall complete pathologic response (pCR) rate was 18% in breast and 29% in estrogen receptor (ER) -negative patients. Gene expression data were available for 134 patients. ER gene expression (ER1) was inversely related to pCR in breast and had a positive predictive value (PPV) of 37% and negative predictive value (NPV) of 92%. A 10-gene penalized logistic regression (PLR) model developed from 200 genes predictive of ixabepilone sensitivity in preclinical experiments included ER and tau and had higher PPV (45%) and comparable NPV (89%) to ER1. Grade 3 to 4 adverse events (AEs) were reported for 32% of patients. Except for neutropenia and leukopenia, all grade 3 to 4 AEs occurred in

Subject(s)
Adenocarcinoma/drug therapy , Antineoplastic Agents/therapeutic use , Breast Neoplasms/drug therapy , Epothilones/therapeutic use , Adenocarcinoma/genetics , Adenocarcinoma/pathology , Adenocarcinoma/surgery , Antineoplastic Agents/administration & dosage , Antineoplastic Agents/adverse effects , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Breast Neoplasms/surgery , Drug Resistance, Neoplasm/genetics , Epothilones/administration & dosage , Epothilones/adverse effects , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Humans , Lymph Nodes/pathology , Neoadjuvant Therapy , Predictive Value of Tests , RNA, Messenger/analysis , Receptors, Estrogen/analysis
5.
Arterioscler Thromb Vasc Biol ; 28(3): 562-7, 2008 Mar.
Article in English | MEDLINE | ID: mdl-18174457

ABSTRACT

OBJECTIVE: The purpose of this study was to investigate the association between the Ala227Pro polymorphism in the ADAMTS1 metalloproteinase gene and coronary heart disease and benefit from statin therapy in 2 independent cohorts. METHODS AND RESULTS: The frequency of the ADAMTS1 227Pro minor allele was 0.24 in 2421 male subjects from CARE, a randomized trial of pravastatin versus placebo. In the placebo arm, homozygotes (6.3% of study population) had a significantly increased risk of fatal coronary disease or nonfatal myocardial infarction (D/MI) compared with noncarriers (OR 2.12, 95% CI 1.07 to 4.19, P=0.03), and in the entire study the benefit of pravastatin in reducing the risk of D/MI was greater in these subjects (OR 0.21, 95% CI 0.06 to 0.69) than in heterozygotes (OR 0.74, 95% CI 0.48 to 1.14) or noncarriers (OR 0.99, 95% CI 0.68 to 1.42; P(interaction)=0.044). Results were tested in 1565 male subjects from WOSCOPS, also a randomized trial of pravastatin versus placebo. Similar to the results in CARE, in the placebo arm subjects homozygous for the minor allele were at increased risk of D/MI (OR 1.72, P=0.052) and in the entire study the benefit of pravastatin in reducing D/MI was greater in these subjects (OR 0.24, 95% CI 0.09 to 0.68) than in heterozygotes (OR 0.73, 95% CI 0.48 to 1.11) or noncarriers (OR 0.65, 95% CI 0.20 to 2.09) (P(interaction)=0.029). CONCLUSIONS: In men not on pravastatin, those homozygous for the 227Pro allele of ADAMTS1 have a nearly 2-fold increased risk of coronary heart disease events compared with noncarriers. In this high-risk group, treatment with pravastatin is highly efficacious, reducing the odds of fatal coronary disease or nonfatal MI by approximately 75%, as compared with 25% in noncarriers or heterozygotes.


Subject(s)
Coronary Disease/drug therapy , Coronary Disease/genetics , Matrix Metalloproteinases/genetics , Polymorphism, Genetic , Pravastatin/therapeutic use , Adult , Age Factors , Analysis of Variance , Coronary Disease/mortality , Dose-Response Relationship, Drug , Drug Administration Schedule , Follow-Up Studies , Genetic Variation , Genotype , Humans , Male , Matrix Metalloproteinases/metabolism , Middle Aged , Predictive Value of Tests , Probability , Reference Values , Risk Assessment , Severity of Illness Index , Survival Analysis , Treatment Outcome
6.
Arterioscler Thromb Vasc Biol ; 26(12): 2763-8, 2006 Dec.
Article in English | MEDLINE | ID: mdl-17008591

ABSTRACT

OBJECTIVE: Statins reduce inflammation and risk of myocardial infarction (MI). Because the myeloid IgA Fc receptor encoded by FCAR mediates inflammation, we hypothesized that the FCAR Asp92Asn polymorphism is associated with risk of MI and that this risk would be modified by pravastatin. METHODS AND RESULTS: In the placebo arm of the Cholesterol and Recurrent Events (CARE) study, male carriers of the 92Asn allele had an adjusted hazard ratio for incident MI of 1.68 (95% CI 1.10 to 2.57); relative risk reduction by pravastatin was 69% in carriers and 12% in noncarriers (P(interaction)=0.007). In the placebo arm of the all-male West of Scotland Coronary Prevention Study (WOSCOPS), carriers had an adjusted odds ratio for incident coronary heart disease (CHD) of 1.46 (90% CI 1.05 to 2.03); for pravastatin compared with placebo treatment, the adjusted odds ratios were 0.55 (95% CI 0.32 to 0.93) in carriers and 0.65 (95% CI 0.51 to 0.83) in noncarriers (P(interaction)=0.55). CONCLUSIONS: Carriers of 92Asn had increased risk of MI in CARE and increased odds of CHD in WOSCOPS. Pravastatin significantly reduced risk in carriers in both CARE and WOSCOPS. A genotype by treatment interaction was observed in CARE but not in WOSCOPS.


Subject(s)
Antigens, CD/genetics , Asparagine/genetics , Aspartic Acid/genetics , Myocardial Infarction/genetics , Polymorphism, Single Nucleotide/genetics , Receptors, Fc/genetics , Alleles , Anticholesteremic Agents/therapeutic use , Coronary Disease/etiology , Coronary Disease/genetics , Coronary Disease/prevention & control , Genetic Predisposition to Disease/genetics , Genotype , Humans , Male , Myocardial Infarction/etiology , Myocardial Infarction/prevention & control , Odds Ratio , Pravastatin/therapeutic use , Risk Factors , Scotland
7.
J Am Coll Cardiol ; 43(5): 854-7, 2004 Mar 03.
Article in English | MEDLINE | ID: mdl-14998629

ABSTRACT

OBJECTIVES: On the basis of quantitative coronary angiography data, the cholesteryl ester transfer protein (CETP) TaqIB gene polymorphism has been postulated to predict the progression of coronary atherosclerosis and response to cholesterol-lowering therapy. BACKGROUND: Cholesteryl ester transfer protein mediates the exchange of lipids between anti-atherogenic high-density lipoprotein (HDL) and atherogenic apolipoprotein B containing lipoproteins and therefore plays a key role in human lipid metabolism. Hence, CETP gene polymorphisms may alter susceptibility to atherosclerosis. METHODS: To investigate the significance of the CETP TaqIB gene polymorphism with respect to clinical end points, we used the Cholesterol And Recurrent Events (CARE) cohort. The CARE study was designed to investigate the effect of five years of pravastatin therapy on coronary events. RESULTS: We found that the odds ratios for the primary end point were not significantly different from unity for the three genetic subgroups after five years of placebo treatment. Furthermore, pravastatin induced similar changes in total cholesterol, low-density lipoprotein cholesterol, and HDL cholesterol among TaqIB genotypes, and both nonfatal myocardial infarction and deaths from coronary heart disease were reduced to the same extent in all three genotypes. CONCLUSIONS: In the CARE cohort, the CETP TaqIB polymorphism does not predict cardiovascular events or discriminate between those who will or will not benefit from pravastatin treatment.


Subject(s)
Anticholesteremic Agents/therapeutic use , Carrier Proteins/genetics , Coronary Artery Disease/drug therapy , Coronary Artery Disease/genetics , Glycoproteins , Polymorphism, Genetic , Pravastatin/therapeutic use , Adult , Aged , Cholesterol Ester Transfer Proteins , Coronary Artery Disease/blood , Female , Humans , Male , Middle Aged , Prospective Studies , Recurrence , Site-Specific DNA-Methyltransferase (Adenine-Specific)/genetics , Time Factors , Treatment Outcome
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