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1.
Stat Med ; 43(10): 1883-1904, 2024 May 10.
Article En | MEDLINE | ID: mdl-38634277

Biomarker stratified clinical trial designs are versatile tools to assess biomarker clinical utility and address its relationship with clinical endpoints. Due to imperfect assays and/or classification rules, biomarker status is prone to errors. To account for biomarker misclassification, we consider a two-stage stratified design for survival outcomes with an adjustment for misclassification in predictive biomarkers. Compared to continuous and/or binary outcomes, the test statistics for survival outcomes with an adjustment for biomarker misclassification is much more complicated and needs to take special care. We propose to use the information from the observed biomarker status strata to construct adjusted log-rank statistics for true biomarker status strata. These adjusted log-rank statistics are then used to develop sequential tests for the global (composite) hypothesis and component-wise hypothesis. We discuss the power analysis with the control of the type-I error rate by using the correlations between the adjusted log-rank statistics within and between the design stages. Our method is illustrated with examples of the recent successful development of immunotherapy in nonsmall-cell lung cancer.


Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Humans , Biomarkers/analysis , Research Design , Clinical Trials as Topic
3.
Article En | MEDLINE | ID: mdl-34620621

INTRODUCTION: Here we report the glycemic efficacy and safety of ertugliflozin in patients in the VERTIS CV cardiovascular outcome trial with chronic kidney disease (CKD) stage 3. RESEARCH DESIGN AND METHODS: Prespecified and post-hoc analyses were performed in patients with an estimated glomerular filtration rate (eGFR) 30-<60 mL/min/1.73 m2 at screening. The primary endpoint was glycemic efficacy at week 18. Longer term glycemic efficacy and changes in body weight, systolic blood pressure (SBP), and eGFR were also evaluated. RESULTS: Among 8246 patients in VERTIS CV, 1776 patients had CKD stage 3; 1319 patients had CKD stage 3A (eGFR 45-<60 mL/min/1.73 m2); 457 patients had CKD stage 3B (eGFR 30-<45 mL/min/1.73 m2). Week 18 least squares (LS)-mean (95% CI) placebo-adjusted changes from baseline in glycated hemoglobin (HbA1c) for 5 mg and 15 mg ertugliflozin were -0.27% (-0.37% to -0.17%) and -0.28% (-0.38% to -0.17%), respectively, for CKD stage 3 overall and -0.27% (-0.38% to -0.15%) and -0.31% (-0.43% to -0.19%), respectively, for CKD stage 3A (all p<0.001). For CKD stage 3B, the reduction in HbA1c for 5 mg ertugliflozin was -0.28% (-0.47% to -0.08%) (p=0.006) and for 15 mg ertugliflozin was -0.19% (-0.39% to 0.01%) (p=0.064). LS-mean placebo-adjusted reductions in body weight (range: -1.32 to -1.95 kg) and SBP (range: -2.42 to -3.41 mm Hg) were observed across CKD stage 3 categories with ertugliflozin. After an initial dip, eGFR remained above or near baseline with ertugliflozin treatment. The incidence of overall adverse events (AEs), symptomatic hypoglycemia, hypovolemia, and kidney-related AEs did not differ between ertugliflozin and placebo across CKD stage 3 subgroups. CONCLUSIONS: In VERTIS CV patients with CKD stage 3A, ertugliflozin resulted in reductions in HbA1c, body weight and SBP, maintenance of eGFR, and was generally well tolerated. Results in the CKD stage 3B subgroup were generally similar except for an attenuated HbA1c response with the 15 mg dose. TRIAL REGISTRATION NUMBER: NCT01986881.


Diabetes Mellitus, Type 2 , Renal Insufficiency, Chronic , Sodium-Glucose Transporter 2 Inhibitors , Bridged Bicyclo Compounds, Heterocyclic , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/drug therapy , Humans , Hypoglycemic Agents , Renal Insufficiency, Chronic/complications , Renal Insufficiency, Chronic/drug therapy , Sodium-Glucose Transporter 2 Inhibitors/adverse effects , Treatment Outcome
4.
Clin Cardiol ; 44(8): 1139-1143, 2021 Aug.
Article En | MEDLINE | ID: mdl-34129237

BACKGROUND: A recent meta-analysis of sodium-glucose cotransporter 2 (SGLT2) inhibitor outcome trials reported that SGLT2 inhibitors were associated with reduction in the risk of adverse composite kidney outcomes, with moderate heterogeneity across the trials; however, the endpoints were defined differently across the trials. HYPOTHESIS: The apparent heterogeneity of the meta-analysis of kidney composite outcomes of SGLT2 inhibitor trials will be substantially reduced by using a consistent assessment of sustained ≥40% decline in eGFR/chronic kidney dialysis/transplantation/renal death across trials. METHODS: We performed a meta-analysis of kidney composite outcomes from the four SGLT2 cardiovascular outcome trial programs conducted in general type 2 diabetes mellitus populations, which included, as a surrogate of progression to kidney failure, a sustained ≥40% decline in eGFR along with kidney replacement therapy and kidney death. The trials assessed were VERTIS CV (NCT01986881), CANVAS Program (NCT01032629 and NCT01989754), DECLARE-TIMI 58 (NCT01730534), and EMPA-REG OUTCOME (NCT01131676). RESULTS: Data from the trials comprised 42 516 individual participants; overall, 998 composite kidney events occurred. SGLT2 inhibition was associated with a significant reduction in the kidney composite endpoint (HR 0.58 [95% CI 0.51-0.65]) and with a highly consistent effect across the trials (Q statistic p = .64; I2  = 0.0%). CONCLUSIONS: Our meta-analysis highlights the value of using similarly defined endpoints across trials and supports the finding of consistent protection against kidney disease progression with SGLT2 inhibitors as a class in patients with type 2 diabetes mellitus who either have established atherosclerotic cardiovascular disease or are at high cardiovascular risk with multiple cardiovascular risk factors.


Cardiovascular Diseases , Diabetes Mellitus, Type 2 , Sodium-Glucose Transporter 2 Inhibitors , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/prevention & control , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/drug therapy , Glomerular Filtration Rate , Humans , Kidney , Sodium-Glucose Transporter 2 Inhibitors/adverse effects
5.
Diabetologia ; 64(6): 1256-1267, 2021 06.
Article En | MEDLINE | ID: mdl-33665685

AIMS/HYPOTHESIS: In previous work, we reported the HR for the risk (95% CI) of the secondary kidney composite endpoint (time to first event of doubling of serum creatinine from baseline, renal dialysis/transplant or renal death) with ertugliflozin compared with placebo as 0.81 (0.63, 1.04). The effect of ertugliflozin on exploratory kidney-related outcomes was evaluated using data from the eValuation of ERTugliflozin effIcacy and Safety CardioVascular outcomes (VERTIS CV) trial (NCT01986881). METHODS: Individuals with type 2 diabetes mellitus and established atherosclerotic CVD were randomised to receive ertugliflozin 5 mg or 15 mg (observations from both doses were pooled), or matching placebo, added on to existing treatment. The kidney composite outcome in VERTIS CV (reported previously) was time to first event of doubling of serum creatinine from baseline, renal dialysis/transplant or renal death. The pre-specified exploratory composite outcome replaced doubling of serum creatinine with sustained 40% decrease from baseline in eGFR. In addition, the impact of ertugliflozin on urinary albumin/creatinine ratio (UACR) and eGFR over time was assessed. RESULTS: A total of 8246 individuals were randomised and followed for a mean of 3.5 years. The exploratory kidney composite outcome of sustained 40% reduction from baseline in eGFR, chronic kidney dialysis/transplant or renal death occurred at a lower event rate (events per 1000 person-years) in the ertugliflozin group than with the placebo group (6.0 vs 9.0); the HR (95% CI) was 0.66 (0.50, 0.88). At 60 months, in the ertugliflozin group, placebo-corrected changes from baseline (95% CIs) in UACR and eGFR were -16.2% (-23.9, -7.6) and 2.6 ml min-1 [1.73 m]-2 (1.5, 3.6), respectively. Ertugliflozin was associated with a consistent decrease in UACR and attenuation of eGFR decline across subgroups, with a suggested larger effect observed in the macroalbuminuria and Kidney Disease: Improving Global Outcomes in Chronic Kidney Disease (KDIGO CKD) high/very high-risk subgroups. CONCLUSIONS/INTERPRETATION: Among individuals with type 2 diabetes and atherosclerotic CVD, ertugliflozin reduced the risk for the pre-specified exploratory composite renal endpoint and was associated with preservation of eGFR and reduced UACR. TRIAL REGISTRATION: ClinicalTrials.gov NCT01986881.


Albuminuria/drug therapy , Bridged Bicyclo Compounds, Heterocyclic/therapeutic use , Diabetes Mellitus, Type 2/drug therapy , Diabetic Nephropathies/drug therapy , Kidney/drug effects , Sodium-Glucose Transporter 2 Inhibitors/therapeutic use , Aged , Albuminuria/physiopathology , Bridged Bicyclo Compounds, Heterocyclic/administration & dosage , Diabetes Mellitus, Type 2/physiopathology , Diabetic Nephropathies/physiopathology , Female , Humans , Kidney/physiopathology , Male , Middle Aged , Sodium-Glucose Transporter 2 Inhibitors/administration & dosage , Treatment Outcome
6.
Nutr Cancer ; 73(11-12): 2740-2750, 2021.
Article En | MEDLINE | ID: mdl-33319628

The vitamin E forms γ- and δ-tocopherols (T) inhibit carcinogenesis in animal models; nevertheless, their cancer preventive activities in humans are uncertain. As an initial step to address this issue, we conducted a pilot phase 0 trial to determine the levels of tocopherols and their metabolites in prostate cancer patients undergoing radical prostatectomy. The patients were randomized to no supplementation or two capsules of a γ-T-rich vitamin E mixture daily for 7 or 14 day prior to prostatectomy. Blood and urine samples were collected before supplementation and on the day of surgery, along with prostate tissue, for analysis of tocopherols and their metabolites. Estimated blood loss during surgery was not significantly different across treatment arms and there were no reported adverse events. Prostate tissue levels of γ-T and δ-T were increased after 14 day of supplementation. Their side-chain degradation metabolites (CEHCs and CMBHCs) were significantly elevated in plasma, prostate and urine samples after supplementation for 7 or 14 day. In conclusion, supplementation with γ-T-rich vitamin E increased the prostate levels of γ-T and δ-T. The use of pure γ-T, δ-T or tocopherol mixtures with higher ratio of γ-T or δ-T to α-T is recommended for future studies.


Prostatic Neoplasms , gamma-Tocopherol , Animals , Dietary Supplements , Humans , Male , Prostate/metabolism , Prostatic Neoplasms/surgery , Tocopherols/pharmacology , Vitamin E , alpha-Tocopherol/pharmacology
7.
JAMA Cardiol ; 6(2): 148-158, 2021 02 01.
Article En | MEDLINE | ID: mdl-33031522

Importance: Sodium-glucose cotransporter 2 (SGLT2) inhibitors favorably affect cardiovascular (CV) and kidney outcomes; however, the consistency of outcomes across the class remains uncertain. Objective: To perform meta-analyses that assess the CV and kidney outcomes of all 4 available SGLT2 inhibitors in patients with type 2 diabetes. Data Sources: A systematic literature search was conducted in PubMed from January 1, 2015, to January 31, 2020. Study Selection: One hundred forty-five records were initially identified; 137 were excluded because of study design or topic of interest. As a result, a total of 6 randomized, placebo-controlled CV and kidney outcomes trials of SGLT2 inhibitors in patients with type 2 diabetes were identified, with contributory data from 9 publications. All analyses were conducted on the total patient population of these trials. Data Extraction and Synthesis: Standardized data search and abstraction were performed following the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) Statement. Data were analyzed using a fixed-effect model. Main Outcomes and Measures: Outcomes included time to the first event of (1) the composite of major adverse CV events of myocardial infarction, stroke, or CV death, and each component, (2) the composite of hospitalization for heart failure (HHF) or CV death (HHF/CV death) and each component, and (3) kidney composite outcomes. For outcomes in the overall trial populations and in selected subgroups, hazard ratios (HRs) and 95% CIs were pooled and meta-analyzed across trials. Results: Data from 6 trials comprised 46 969 unique patients with type 2 diabetes, including 31 116 (66.2%) with atherosclerotic CV disease. The mean (SD) age of all trial participants was 63.7 (7.9) years; 30 939 (65.9%) were men, and 36 849 (78.5%) were White. The median number of participants per trial was 8246 (range, 4401-17 160). Overall, SGLT2 inhibitors were associated with a reduced risk of major adverse CV events (HR, 0.90; 95% CI, 0.85-0.95; Q statistic, P = .27), HHF/CV death (HR, 0.78; 95% CI, 0.73-0.84; Q statistic, P = .09), and kidney outcomes (HR, 0.62; 95% CI, 0.56-0.70; Q statistic, P = .09), with no significant heterogeneity of associations with outcome. Associated risk reduction for HHF was consistent across the trials (HR, 0.68; 95% CI, 0.61-0.76; I2 = 0.0%), whereas significant heterogeneity of associations with outcome was observed for CV death (HR, 0.85; 95% CI, 0.78-0.93; Q statistic, P = .02; I2 = 64.3%). The presence or absence of atherosclerotic CV disease did not modify the association with outcomes for major adverse CV events (HR, 0.89; 95% CI, 0.84-0.95 and HR, 0.94; 95% CI, 0.83-1.07, respectively; P = .63 for interaction), with similar absence of associations with outcome modification by prevalent atherosclerotic CV disease for HHF/CV death (P = .62 for interaction), HHF (P = .26 for interaction), or kidney outcomes (P = .73 for interaction). Conclusions and Relevance: In this meta-analysis, SGLT2 inhibitors were associated with a reduced risk of major adverse CV events; in addition, results suggest significant heterogeneity in associations with CV death. The largest benefit across the class was for an associated reduction in risk for HHF and kidney outcomes, with benefits for HHF risk being the most consistent observation across the trials.


Diabetes Mellitus, Type 2/drug therapy , Heart Failure/physiopathology , Hospitalization/statistics & numerical data , Renal Insufficiency, Chronic/physiopathology , Sodium-Glucose Transporter 2 Inhibitors/therapeutic use , Cardiovascular Diseases/mortality , Diabetes Mellitus, Type 2/metabolism , Disease Progression , Humans , Proportional Hazards Models , Renal Insufficiency, Chronic/metabolism
8.
Circulation ; 142(23): 2205-2215, 2020 12 08.
Article En | MEDLINE | ID: mdl-33026243

BACKGROUND: In patients with type 2 diabetes mellitus, sodium-glucose cotransporter 2 inhibitors reduce the risk of hospitalization for heart failure (HHF). We assessed the effect of ertugliflozin on HHF and related outcomes. METHODS: VERTIS CV (Evaluation of Ertugliflozin Efficacy and Safety Cardiovascular Outcomes Trial), a double-blind, placebo-controlled trial, randomly assigned patients with type 2 diabetes mellitus and atherosclerotic cardiovascular (CV) disease to once-daily ertugliflozin 5 mg, 15 mg, or placebo. Prespecified secondary analyses compared ertugliflozin (pooled doses) versus placebo on time to first event of HHF and composite of HHF/CV death, overall and stratified by prespecified characteristics. Cox proportional hazards modeling was used with the Fine and Gray method to account for competing mortality risk, and Andersen-Gill modeling to analyze total (first+recurrent) HHF and total HHF/CV death events. RESULTS: A total of 8246 patients were randomly assigned to ertugliflozin (n=5499) or placebo (n=2747); n=1958 (23.7%) had a history of heart failure (HF) and n=5006 (60.7%) had pretrial ejection fraction (EF) available, including n=959 with EF ≤45%. Ertugliflozin did not significantly reduce first HHF/CV death (hazard ratio [HR], 0.88 [95% CI, 0.75-1.03]). Overall, ertugliflozin reduced risk for first HHF (HR, 0.70 [95% CI, 0.54-0.90]; P=0.006). Previous HF did not modify this effect (HF: HR, 0.63 [95% CI, 0.44-0.90]; no HF: HR, 0.79 [95% CI, 0.54-1.15]; P interaction=0.40). In patients with HF, the risk reduction for first HHF was similar for those with reduced EF ≤45% versus preserved EF >45% or unknown. However, in the overall population, the risk reduction tended to be greater for those with EF ≤45% (HR, 0.48 [95% CI, 0.30-0.76]) versus EF >45% (HR, 0.86 [95% CI, 0.58-1.29]). Effect on risk for first HHF was consistent across most subgroups, but greater benefit of ertugliflozin was observed in 3 populations: baseline estimated glomerular filtration rate <60 mL·min-1·1.73 m-2, albuminuria, and diuretic use (each P interaction <0.05). Ertugliflozin reduced total events of HHF (rate ratio, 0.70 [95% CI, 0.56-0.87]) and total HHF/CV death (rate ratio, 0.83 [95% CI, 0.72-0.96]). CONCLUSIONS: In patients with type 2 diabetes mellitus, ertugliflozin reduced the risk for first and total HHF and total HHF/CV death, adding further support for the use of sodium-glucose cotransporter 2 inhibitors in primary and secondary prevention of HHF. Registration: URL: https://www.clinicaltrials.gov; Unique identifier: NCT01986881.


Atherosclerosis/drug therapy , Bridged Bicyclo Compounds, Heterocyclic/therapeutic use , Diabetes Mellitus, Type 2/drug therapy , Heart Failure/drug therapy , Sodium-Glucose Transporter 2 Inhibitors/therapeutic use , Aged , Atherosclerosis/diagnosis , Atherosclerosis/mortality , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/drug therapy , Cardiovascular Diseases/mortality , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/mortality , Double-Blind Method , Female , Heart Failure/diagnosis , Heart Failure/mortality , Humans , Male , Middle Aged
9.
Ther Innov Regul Sci ; 54(5): 1236-1255, 2020 09.
Article En | MEDLINE | ID: mdl-32865809

Two phase-III, double-blind, randomized clinical trials of remdesivir plus SOC (standard of care) versus placebo plus SOC have been conducted in Wuhan hospitals by Chinese investigators during the urgent COVID-19 epidemic [ClincalTrials.gov NCT04257656 and NCT04252664]. These trials have been highly anticipated worldwide. We expect investigators of the trials will soon report the clinical and laboratory findings from the medical perspective. This manuscript provides documentary style information on the process of monitoring key data and making recommendations to the sponsor and investigators based on analytical insights when dealing with the emergent situation from the statistical viewpoint. Having monitored data sequentially from 237 patients, we comment on the strength and weakness of the study design and suggest the treatment effect of remdesivir on severe COVID-19 cases. Our experience with using the Dynamic Data Monitoring (DDM) tool has demonstrated its efficiency and reliability in supporting DSMB's instantaneous review of essential data during the emergent situation. DDM, when used properly by disciplined statisticians, has shown its capability of exploring the trial data flexibly and, in the meantime, protecting the trial's scientific integrity.


Adenosine Monophosphate/analogs & derivatives , Alanine/analogs & derivatives , Antiviral Agents/therapeutic use , Betacoronavirus/drug effects , Clinical Trials, Phase III as Topic , Coronavirus Infections/drug therapy , Data Accuracy , Pneumonia, Viral/drug therapy , Randomized Controlled Trials as Topic , Research Design , Adenosine Monophosphate/adverse effects , Adenosine Monophosphate/therapeutic use , Alanine/adverse effects , Alanine/therapeutic use , Antiviral Agents/adverse effects , Betacoronavirus/pathogenicity , COVID-19 , China , Clinical Trials Data Monitoring Committees , Coronavirus Infections/diagnosis , Coronavirus Infections/virology , Host Microbial Interactions , Humans , Pandemics , Pneumonia, Viral/diagnosis , Pneumonia, Viral/virology , SARS-CoV-2 , Time Factors , Treatment Outcome , COVID-19 Drug Treatment
10.
N Engl J Med ; 383(15): 1425-1435, 2020 10 08.
Article En | MEDLINE | ID: mdl-32966714

BACKGROUND: The cardiovascular effects of ertugliflozin, an inhibitor of sodium-glucose cotransporter 2, have not been established. METHODS: In a multicenter, double-blind trial, we randomly assigned patients with type 2 diabetes and atherosclerotic cardiovascular disease to receive 5 mg or 15 mg of ertugliflozin or placebo once daily. With the data from the two ertugliflozin dose groups pooled for analysis, the primary objective was to show the noninferiority of ertugliflozin to placebo with respect to the primary outcome, major adverse cardiovascular events (a composite of death from cardiovascular causes, nonfatal myocardial infarction, or nonfatal stroke). The noninferiority margin was 1.3 (upper boundary of a 95.6% confidence interval for the hazard ratio [ertugliflozin vs. placebo] for major adverse cardiovascular events). The first key secondary outcome was a composite of death from cardiovascular causes or hospitalization for heart failure. RESULTS: A total of 8246 patients underwent randomization and were followed for a mean of 3.5 years. Among 8238 patients who received at least one dose of ertugliflozin or placebo, a major adverse cardiovascular event occurred in 653 of 5493 patients (11.9%) in the ertugliflozin group and in 327 of 2745 patients (11.9%) in the placebo group (hazard ratio, 0.97; 95.6% confidence interval [CI], 0.85 to 1.11; P<0.001 for noninferiority). Death from cardiovascular causes or hospitalization for heart failure occurred in 444 of 5499 patients (8.1%) in the ertugliflozin group and in 250 of 2747 patients (9.1%) in the placebo group (hazard ratio, 0.88; 95.8% CI, 0.75 to 1.03; P = 0.11 for superiority). The hazard ratio for death from cardiovascular causes was 0.92 (95.8% CI, 0.77 to 1.11), and the hazard ratio for death from renal causes, renal replacement therapy, or doubling of the serum creatinine level was 0.81 (95.8% CI, 0.63 to 1.04). Amputations were performed in 54 patients (2.0%) who received the 5-mg dose of ertugliflozin and in 57 patients (2.1%) who received the 15-mg dose, as compared with 45 patients (1.6%) who received placebo. CONCLUSIONS: Among patients with type 2 diabetes and atherosclerotic cardiovascular disease, ertugliflozin was noninferior to placebo with respect to major adverse cardiovascular events. (Funded by Merck Sharp & Dohme and Pfizer; VERTIS CV ClinicalTrials.gov number, NCT01986881.).


Atherosclerosis/drug therapy , Bridged Bicyclo Compounds, Heterocyclic/therapeutic use , Cardiovascular Diseases/epidemiology , Diabetes Mellitus, Type 2/drug therapy , Hospitalization/statistics & numerical data , Sodium-Glucose Transporter 2 Inhibitors/therapeutic use , Aged , Atherosclerosis/complications , Bridged Bicyclo Compounds, Heterocyclic/administration & dosage , Bridged Bicyclo Compounds, Heterocyclic/adverse effects , Cardiovascular Diseases/mortality , Diabetes Mellitus, Type 2/complications , Diabetic Nephropathies/complications , Double-Blind Method , Female , Humans , Male , Middle Aged , Placebos/therapeutic use , Sodium-Glucose Transporter 2 Inhibitors/administration & dosage , Sodium-Glucose Transporter 2 Inhibitors/adverse effects
11.
Stat Med ; 38(29): 5445-5469, 2019 12 20.
Article En | MEDLINE | ID: mdl-31621944

A two-stage enrichment design is a type of adaptive design, which extends a stratified design with a futility analysis on the marker negative cohort at the first stage, and the second stage can be either a targeted design with only the marker positive stratum, or still the stratified design with both marker strata, depending on the result of the interim futility analysis. In this paper, we consider the situation where the marker assay and the classification rule are possibly subject to error. We derive the sequential tests for the global hypothesis as well as the component tests for the overall cohort and the marker-positive cohort. We discuss the power analysis with the control of the type I error rate and show the adverse impact of the misclassification on the powers. We also show the enhanced power of the two-stage enrichment over the one-stage design and illustrate with examples of the recent successful development of immunotherapy in non-small-cell lung cancer.


Adaptive Clinical Trials as Topic/methods , Adaptive Clinical Trials as Topic/classification , Adaptive Clinical Trials as Topic/statistics & numerical data , Antineoplastic Agents, Immunological/therapeutic use , Biomarkers/analysis , Biostatistics , Carcinoma, Non-Small-Cell Lung/therapy , Cohort Studies , Humans , Immunotherapy , Lung Neoplasms/therapy , Models, Statistical , Progression-Free Survival , Sample Size
12.
Cancer Cell ; 35(1): 64-80.e7, 2019 01 14.
Article En | MEDLINE | ID: mdl-30612941

Triple-negative breast cancer (TNBC) patients have the worst prognosis and distant metastasis-free survival among all major subtypes of breast cancer. The poor clinical outlook is further exacerbated by a lack of effective targeted therapies for TNBC. Here we show that ectopic expression and therapeutic delivery of the secreted protein Tubulointerstitial nephritis antigen-like 1 (Tinagl1) suppresses TNBC progression and metastasis through direct binding to integrin α5ß1, αvß1, and epidermal growth factor receptor (EGFR), and subsequent simultaneous inhibition of focal adhesion kinase (FAK) and EGFR signaling pathways. Moreover, Tinagl1 protein level is associated with good prognosis and reversely correlates with FAK and EGFR activation status in TNBC. Our results suggest Tinagl1 as a candidate therapeutic agent for TNBC by dual inhibition of integrin/FAK and EGFR signaling pathways.


Extracellular Matrix Proteins/genetics , Integrin alpha5beta1/metabolism , Lipocalins/genetics , Lung Neoplasms/therapy , Receptors, Vitronectin/metabolism , Triple Negative Breast Neoplasms/therapy , Animals , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Cell Line, Tumor , Cell Movement , Cell Proliferation , Disease Progression , ErbB Receptors/metabolism , Extracellular Matrix Proteins/administration & dosage , Extracellular Matrix Proteins/metabolism , Female , Focal Adhesion Kinase 1/metabolism , Gene Expression Regulation, Neoplastic , Humans , Lipocalins/administration & dosage , Lipocalins/metabolism , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Lung Neoplasms/secondary , Mice , Prognosis , Signal Transduction , Triple Negative Breast Neoplasms/genetics , Triple Negative Breast Neoplasms/metabolism
13.
Am Heart J ; 206: 11-23, 2018 12.
Article En | MEDLINE | ID: mdl-30290289

BACKGROUND: Ertugliflozin is an inhibitor of sodium-glucose co-transporter-2 (SGLT2), approved in the United States and European Union to improve glycemic control in adults with type 2 diabetes mellitus (T2DM). The VERTIS cardiovascular (CV) outcomes trial (NCT01986881) has a primary objective to demonstrate non-inferiority of ertugliflozin versus placebo on major adverse CV events: time to the first event of CV death, nonfatal myocardial infarction, or nonfatal stroke. Secondary objectives are to demonstrate superiority of ertugliflozin versus placebo on time to: 1) the composite outcome of CV death or hospitalization for heart failure (HF); 2) CV death; and 3) the composite outcome of renal death, dialysis/transplant, or doubling of serum creatinine from baseline. METHODS: Patients ≥40 years old with T2DM (HbA1c 7.0-10.5%) and established atherosclerotic cardiovascular disease (ASCVD) of the coronary, cerebral, and/or peripheral arterial systems, were randomized 1:1:1 to once daily double-blind placebo, ertugliflozin 5 mg or 15 mg added to existing therapy. RESULTS: 8246 patients were randomized and 8238 received at least 1 dose of investigational product. Mean age was 64.4 years, 11.0% were ≥75 years old, and mean diabetes duration was 12.9 years with screening HbA1c of 8.3%. At entry, coronary artery disease, cerebrovascular disease, and peripheral arterial disease were present in 76.3%, 23.1%, and 18.8% of patients, respectively. HF was present in 23.1%, and Stage 3 kidney disease in 21.6% of patients. CONCLUSION: The results from the VERTIS-CV trial will define the CV and renal safety and efficacy of ertugliflozin in patients with T2DM and ASCVD.


Blood Glucose/metabolism , Bridged Bicyclo Compounds, Heterocyclic/administration & dosage , Cardiovascular Diseases/epidemiology , Diabetes Mellitus, Type 2/drug therapy , Adult , Aged , Cardiovascular Diseases/etiology , Cardiovascular Diseases/prevention & control , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/complications , Dose-Response Relationship, Drug , Double-Blind Method , Europe/epidemiology , Female , Follow-Up Studies , Glycated Hemoglobin/metabolism , Humans , Incidence , Male , Middle Aged , Prospective Studies , Sodium-Glucose Transporter 2 Inhibitors/administration & dosage , Survival Rate/trends , Treatment Outcome , United States/epidemiology
14.
Pigment Cell Melanoma Res ; 31(4): 534-540, 2018 07.
Article En | MEDLINE | ID: mdl-29453787

Studies demonstrate that GRM, expressed by >60% of human melanomas, may be a therapeutic target. We performed a phase II trial of 100 mg PO bid of riluzole, an inhibitor of GRM1 signaling, in patients with advanced melanoma with the primary endpoint of response rate. Thirteen patients with GRM1-positive tumors were enrolled. No objective responses were observed, and accrual was stopped. Stable disease was noted in six (46%) patients, with one patient on study for 42 weeks. Riluzole was well tolerated, with fatigue (62%) as the most common adverse event. Downregulation of MAPK and PI3K/AKT was noted in 33% of paired tumor biopsies. Hypothesis-generating correlative studies suggested that downregulation of angiogenic markers and increased leukocytes at the active edge of tumor correlate with clinical benefit. Pharmacokinetic analysis showed interpatient variability consistent with prior riluzole studies. Future investigations should interrogate mechanisms of biologic activity and advance the development of agents with improved bioavailability.


Down-Regulation/drug effects , MAP Kinase Signaling System/drug effects , Melanoma , Receptors, Metabotropic Glutamate/antagonists & inhibitors , Riluzole/administration & dosage , Adult , Female , Humans , Male , Melanoma/drug therapy , Melanoma/metabolism , Melanoma/pathology , Middle Aged , Receptors, Metabotropic Glutamate/biosynthesis , Riluzole/adverse effects
15.
Contemp Clin Trials ; 62: 140-145, 2017 11.
Article En | MEDLINE | ID: mdl-28838813

Recent interest in conducting clinical trials with predictive biomarkers has generated research in comparing relative efficiency of different trial designs. We find these comparisons of efficiency mostly misleading since they are based on different hypotheses. In this paper, we discuss several commonly used trial designs and consider the hypotheses that each design is capable to address. We first consider the ideal situation of no classification errors, then the more realistic situation where marker assay's sensitivity, specificity and the rule of classification are imperfect. We pay special attention to the differences between treatment utility versus absolute treatment effect, and marker by treatment interaction versus marker utility.


Biomarkers , Precision Medicine/methods , Precision Medicine/standards , Randomized Controlled Trials as Topic/methods , Randomized Controlled Trials as Topic/standards , Humans , Research Design , Sensitivity and Specificity
16.
Int J Gynecol Cancer ; 24(9): 1636-41, 2014 Nov.
Article En | MEDLINE | ID: mdl-25304678

OBJECTIVE: Overexpression of bcl-2 is a mechanism of drug resistance in cervical cancer. Agents that down-regulate bcl-2 may decrease tumor cell threshold and sensitize tumor cells to chemotherapy. The objective of this multi-institutional phase 2 trial was to evaluate the efficacy and toxicity of paclitaxel and bcl-2 modulators (13-cis retinoic acid and interferon alfa-2b) in patients with advanced-stage or recurrent cervical cancer. MATERIALS AND METHODS: Patients had biopsy-proven metastatic, first relapse, or persistent cervical cancer with no prior chemotherapy except for chemosensitizing agents. The treatment consisted of oral 13-cis retinoic acid, 1 mg/kg, and subcutaneous interferon alfa-2b, 6 mU/m, days 1 to 4, and intravenous paclitaxel, 175 mg/m, day 4 until disease progression or adverse events prohibited treatment. The primary endpoint was overall response rate. RESULTS: Thirty-three patients were enrolled between March 2001 and June 2009. Thirty-one patients were eligible for evaluation of treatment response. Twenty-seven patients (82%) received prior concurrent chemoradiation or radiotherapy alone before study enrollment. The overall response rate was 30% (6 complete responses and 4 partial responses). Furthermore, 7 patients (21%) had stable disease. Grade 3 or 4 adverse events included neutropenia (n =16 [48%]), febrile neutropenia (n = 1 [3%]), and anemia (n = 1 [3%]). There were no treatment-related deaths. The median progression-free survival was 3.4 months (95% confidence interval, 2.0-7.4 months), and overall survival was 11.2 months (95% confidence interval, 7.5-26.2 months). Of 6 patients with complete responses, 5 patients survived more than 2 years. CONCLUSIONS: Combination therapy with paclitaxel, 13-cis retinoic acid, and interferon alfa-2b is feasible and safe in treating patients with advanced and recurrent cervical cancer.


Adenocarcinoma/drug therapy , Carcinoma, Squamous Cell/drug therapy , Interferon-alpha/therapeutic use , Isotretinoin/therapeutic use , Neoplasm Recurrence, Local/drug therapy , Paclitaxel/therapeutic use , Uterine Cervical Neoplasms/drug therapy , Adenocarcinoma/mortality , Adenocarcinoma/pathology , Adult , Aged , Antineoplastic Agents, Phytogenic/therapeutic use , Antineoplastic Combined Chemotherapy Protocols , Antiviral Agents/therapeutic use , Carcinoma, Squamous Cell/mortality , Carcinoma, Squamous Cell/pathology , Dermatologic Agents/therapeutic use , Female , Follow-Up Studies , Humans , Interferon alpha-2 , Middle Aged , Neoplasm Recurrence, Local/mortality , Neoplasm Recurrence, Local/pathology , Neoplasm Staging , Prognosis , Recombinant Proteins/therapeutic use , Survival Rate , Uterine Cervical Neoplasms/mortality , Uterine Cervical Neoplasms/pathology
17.
Stat Med ; 33(9): 1539-63, 2014 Apr 30.
Article En | MEDLINE | ID: mdl-24347247

In drug development, especially for oncology studies, a recent proposal is to combine a costly phase II dose selection study with a subsequent phase III study into a single trial that compares the selected (winning) dose from the first stage with the control group. This design may also be used in phase III trials, in which the winning active treatment regimen, selected at the first stage, is compared with the control group at the second stage. This design is known as a two-stage winner design, as proposed by Shun et al. (2008) for continuous outcomes. Time-to-event data are often analyzed in oncology trials. In order to derive the critical value and power of this design, per Shun et al. (2008), it is essential to calculate the asymptotic covariance and correlation of the log-rank statistics for survival outcomes between the two stages. In this paper, we derive the asymptotic covariance and correlation, and provide additional approximate design parameters. Examples are given to illustrate the method, and simulations are performed to evaluate the veracity of these approximate design parameters.


Outcome Assessment, Health Care/statistics & numerical data , Research Design , Statistics as Topic/methods , Survival Analysis , Clinical Trials, Phase II as Topic/statistics & numerical data , Clinical Trials, Phase III as Topic/statistics & numerical data , Humans , Research Design/statistics & numerical data
19.
Cancer Prev Res (Phila) ; 4(3): 404-13, 2011 Mar.
Article En | MEDLINE | ID: mdl-21372040

In contrast to strong epidemiologic, preclinical, and secondary clinical evidence for vitamin E (tocopherols) in reducing cancer risk, large-scale clinical cancer-prevention trials of α-tocopherol have been negative. This vexing contrast helped spur substantial preclinical efforts to better understand and improve the antineoplastic activity of tocopherol through, for example, the study of different tocopherol forms. We previously showed that the γ-tocopherol-rich mixture (γ-TmT) effectively inhibited colon and lung carcinogenesis and the growth of transplanted lung-cancer cells in mice. We designed this study to determine the relative activities of different forms of tocopherol in a xenograft model, comparing the anticancer activities of δ-tocopherol with those of α- and γ-tocopherols. We subcutaneously injected human lung cancer H1299 cells into NCr nu/nu mice, which then received α-, γ-, or δ-tocopherol or γ-TmT in the diet (each at 0.17% and 0.3%) for 49 days. δ-Tocopherol inhibited tumor growth most strongly. γ-Tocopherol and γ-TmT (at 0.3%) also inhibited growth significantly, but α-tocopherol did not. δ-Tocopherol also effectively decreased oxidative DNA damage and nitrotyrosine formation and enhanced apoptosis in tumor cells; again, γ-tocopherol also was active in these regards but less so, and α-tocopherol was not. Each supplemented diet increased serum levels of its tocopherol - up to 45 µmol/L for α-tocopherol, 9.7 µmol/L for γ-tocopherol, and 1.2 µmol/L for δ-tocopherol; dietary γ- or δ-tocopherol, however, decreased serum α-tocopherol levels, and dietary α-tocopherol decreased serum levels of γ-tocopherol. Each dietary tocopherol also increased its corresponding side-chain-degradation metabolites, with concentrations of δ-tocopherol metabolites greater than γ-tocopherol and far greater than α-tocopherol metabolites in serum and tumors. This study is the first in vivo assessment of δ-tocopherol in tumorigenesis and shows that δ-tocopherol is more active than α- or γ-tocopherol in inhibiting tumor growth, possibly through trapping reactive oxygen and nitrogen species and inducing apoptosis; δ-tocopherol metabolites could contribute significantly to these results.


Lung Neoplasms/prevention & control , Tocopherols/pharmacology , alpha-Tocopherol/pharmacology , gamma-Tocopherol/pharmacology , Animals , Anticarcinogenic Agents/pharmacology , Apoptosis , Cell Line, Tumor , DNA Damage , Humans , Male , Mice , Neoplasm Transplantation , Reactive Nitrogen Species , Reactive Oxygen Species , Tyrosine/analogs & derivatives , Tyrosine/chemistry
20.
Clin Cancer Res ; 15(11): 3896-902, 2009 Jun 01.
Article En | MEDLINE | ID: mdl-19458050

PURPOSE: Ectopic expression of GRM1 in murine melanocytes results in transformation into a form of melanoma, and more than 60% of human melanoma samples tested ectopically express GRM1. Stimulation of this receptor in vitro results in up-regulation of activated extracellular signal-regulated kinase (ERK). Furthermore, a xenograft model of melanoma treated with riluzole, an oral GRM1 blocking agent, showed decreased tumor growth compared with the untreated controls. We have now completed a phase 0 trial of riluzole in patients with melanoma. EXPERIMENTAL DESIGN: Patients enrolled on this trial underwent a pretreatment biopsy, took 200 mg of oral riluzole per day for 14 days, and then underwent resection of their remaining tumor. We compared the levels of pERK and pAKT in the pretreatment and post-treatment samples and assessed the metabolic activity of pretreatment and post-treatment tumors using fluorodeoxyglucose positron emission tomography (FDG-PET) scanning. RESULTS: We accrued 12 patients and all expressed GRM1. We found a significant decrease in pAKT and/or pERK in post-treatment tumor samples as compared with pretreatment samples in 4 (34%) patients. These four patients had a significant decrease in FDG-PET intensity post-treatment as well. Two other patients had a clinical response with no corresponding metabolic response; five patients had similar pretreatment and post-treatment FDG-PET scan findings; and one patient had progressive disease. CONCLUSIONS: Our data show that glutamate blockade with riluzole can inhibit signaling through the mitogen-activated protein kinase and phosphatidylinositol 3-kinase/AKT pathways and suppress the metabolic activity of melanoma. The ectopic expression of metabotropic glutamate receptors may be important in the pathogenesis of human melanoma, and targeting this pathway may be an effective therapy.


Melanoma/drug therapy , Riluzole/therapeutic use , Blotting, Western , Caspase 3/metabolism , Enzyme Activation/drug effects , Excitatory Amino Acid Antagonists/therapeutic use , Extracellular Signal-Regulated MAP Kinases/metabolism , Fluorodeoxyglucose F18 , Humans , Immunohistochemistry , Ki-67 Antigen/metabolism , Melanoma/genetics , Melanoma/metabolism , Mutation , Neoplasm Staging , Oncogene Protein v-akt/metabolism , Positron-Emission Tomography , Proto-Oncogene Proteins B-raf/genetics , Receptors, Metabotropic Glutamate/metabolism , ras Proteins/genetics
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