ABSTRACT
BACKGROUND: HER2 amplification (HER2+) occurs in approximately 3% of patients with metastatic colorectal cancer (mCRC). Despite the recent addition of HER2-directed therapies to treatment recommendations in the NCCN Guidelines, until more recently there were no FDA-approved treatments. This study examined real-world treatment patterns in patients with HER2+ mCRC in the United States before and after the emerging awareness of HER2-directed therapies in 2018. METHODS: This was a retrospective observational study of patients with HER2+ mCRC from the GuardantINFORM database, which contains claims data for patients with Guardant360 genomic testing results. Patients were aged ≥18 years, were diagnosed with mCRC between January 2014 and September 2020, and had confirmed ERBB2 amplification via the blood-based Guardant360 test. Treatment patterns and real-world time to next treatment (rwTTNT) were evaluated. RESULTS: This study included 142 patients with a median age of 59 years; 31 (21.8%) patients with ERBB2 amplifications also had ERBB2 mutations. Treatment patterns were heterogeneous and evolved over time; before 2018, the most common regimen prescribed after detection of ERBB2 amplification was anti-VEGF therapy with or without chemotherapy (31.6%; n=25), and after 2018, HER2-directed therapies were the most commonly prescribed (36.5%; n=23). Median rwTTNT among the overall cohort was 8.4 months (95% CI, 6.5-10.0); rwTTNT was numerically longer in patients who received HER2-directed therapy compared with those who received non-HER2-directed therapies (11.0 months [95% CI, 6.3-12.3] vs 7.2 months [95% CI, 5.8-9.6]). CONCLUSIONS: This real-world study of the largest clinically annotated dataset of patients with HER2+ mCRC showed that many patients do not receive HER2-directed therapy despite its inclusion in NCCN Guidelines, with heterogeneous treatment patterns suggesting that standard of care remains undefined and targeted therapy remains underutilized. Greater awareness of the unmet need in this patient population, together with new effective therapies, will facilitate strategies for improved, targeted treatment approaches.
Subject(s)
Colonic Neoplasms , Colorectal Neoplasms , Rectal Neoplasms , Humans , Middle Aged , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/genetics , Genomics , Mutation , Receptor, ErbB-2/geneticsABSTRACT
OBJECTIVES: The quality-adjusted life-year (QALY) has been long debated, but alternative estimation approaches have not been comprehensively evaluated. Our objective was to identify alternatives, characterize them by implementation feasibility, and evaluate the impact of implementing feasible options in cost-effectiveness models developed for the Institute for Clinical and Economic Review reports. METHODS: We conducted a literature review combining keywords relating to QALYs, methodology alternatives, and cost-effectiveness in PubMed, EconLit, Web of Science, and MEDLINE. Articles that discussed alternatives to the conventional QALY were included. Alternatives were characterized by type, data availability, calculation burden, and overall implementation feasibility. The subset of feasible alternatives, that is, sufficient data and methodology compatible with incorporation into common modeling approaches, were evaluated according to impact on incremental QALYs, incremental net monetary benefit (iNMB), intervention rankings, and proportion of interventions with a positive iNMB. RESULTS: We identified 28 articles discussing 9 alternatives. Feasible alternatives were using patient preference (PP) data; equity weighting according to baseline utility, fair innings, or proportional QALY shortfall; and the equal value of life-years-gained approach. All alternatives affected the incremental QALY and iNMB outcomes, rankings, and proportion of interventions with a positive iNMB. The PP alternative had the largest and most consistent impact. The PP impact on the proportion of interventions with a positive iNMB, was in the negative direction. CONCLUSIONS: Our work is the first comprehensive evaluation of proposed alternatives to the conventional QALY. We found robust literature but few options that were feasible to be implemented in current healthcare decision-making processes.
Subject(s)
Cost-Benefit Analysis/methods , Quality-Adjusted Life Years , Feasibility Studies , Humans , Models, StatisticalABSTRACT
PURPOSE: Locally advanced/metastatic urothelial cancer (la/mUC) affects patients' quality of life (QOL) and functioning. We describe the impact of first-line (1L) enfortumab vedotin (EV) alone or with pembrolizumab (P) on QOL/functioning/symptoms in patients with la/mUC who were cisplatin-ineligible from EV-103 Cohort K. METHODS: In this phase Ib/II trial, patients were randomly assigned 1:1 to EV + P or EV monotherapy (mono). Exploratory patient-reported outcomes (PROs) were assessed using the European Organization for Research and Treatment of Cancer Quality of Life Questionnaire-Core Questionnaire (EORTC QLQ-C30) and Brief Pain Inventory Short Form (BPI-SF) at baseline, once per week for cycles 1-3, and then in every cycle through the end of treatment. Changes in scores from baseline to week 24, reported as least squares mean (standard error), were assessed by mixed models for repeated measures. There were no formal statistical comparisons between treatment arms. RESULTS: Of 149 patients treated, 65 (EV + P) and 63 (EV mono) comprised the PRO analysis set. For EV + P, EORTC QLQ-C30 QOL was maintained through week 24 with improvements in emotional functioning, pain, and insomnia. Clinically meaningful improvements were seen in EORTC QLQ-C30 pain after EV + P at weeks 12 (-14.41 [3.14]) and 24 (-14.99 [3.56]) and BPI-SF worst pain at week 24 (-2.07 [0.37]). For EV mono, EORTC QLQ-C30 QOL remained stable with clinically meaningful improvements in EORTC QLQ-C30 pain (-12.55 [4.27]), insomnia (-14.46 [4.69]), and constipation (-10.09 [4.35]) at week 24. There were small-to-moderate improvements in BPI-SF worst pain at week 24. CONCLUSION: EV + P in patients with la/mUC who were cisplatin-ineligible was associated with preservation or improvement of QOL/functioning/symptoms. Improvement in pain was seen in both PRO instruments and treatment arms. These data complement clinical outcomes of 1L EV + P.
Subject(s)
Antibodies, Monoclonal, Humanized , Antibodies, Monoclonal , Carcinoma, Transitional Cell , Sleep Initiation and Maintenance Disorders , Humans , Cisplatin , Pain , Patient Reported Outcome Measures , Quality of Life/psychologyABSTRACT
INTRODUCTION: Patients with locally advanced/metastatic urothelial carcinoma (la/mUC) have a poor prognosis. With recent therapeutic advances, data on real-world treatment patterns and overall survival (OS) in patients with la/mUC treated with first-line therapy are limited, particularly when comparing patients who are cisplatin-ineligible versus cisplatin-eligible. METHODS: This was a retrospective observational study of real-world first-line treatment patterns and OS in patients with la/mUC stratified by cisplatin-eligibility and treatment. Data were from a nationwide electronic health record-derived de-identified database. Eligible patients were adults diagnosed with la/mUC from May 2016 to April 2021 and followed until death or end of data availability in January 2022. OS stratified by first-line treatment and cisplatin eligibility was estimated using Kaplan-Meier methods and compared via multivariable Cox proportional-hazard models adjusted for clinical covariates. RESULTS: Of 4,757 patients with la/mUC, 3,632 (76.4%) received first-line treatment, with 2,029 (55.9%) cisplatin-ineligible and 1,603 (44.1%) cisplatin-eligible. Patients who were cisplatin-ineligible were older (mean age, 74.9 vs. 68.8 years) and had lower CrCl (median, 46.4 vs. 87.0 ml/min). Only 43.8% of patients receiving first-line treatment (37.6% cisplatin-ineligible vs. 51.6% cisplatin-eligible) received second-line therapy. Median OS in all patients receiving first-line treatment was 10.8 (95% CI, 10.2-11.3) months and was shorter in patients who were cisplatin-ineligible than cisplatin-eligible (8.5 [95% CI, 7.8-9.0] vs. 14.4 [13.3-16.1]; hazard ratio [HR], 0.9 [0.7-1.1]). Cisplatin-based therapy was associated with longer OS (17.6 [15.1-20.4] months) than other first-line treatments (the shortest OS was with PD-1/L1 inhibitor monotherapy; 7.7 [6.8-8.8] months), including among patients who were classified as cisplatin-ineligible. CONCLUSIONS: Outcomes for patients with newly diagnosed la/mUC are poor, particularly for patients who are cisplatin-ineligible and/or do not receive cisplatin-based therapy. Many patients with la/mUC did not receive first-line treatment and among those who did, fewer than half received second-line therapy. These data highlight the need for more effective first-line therapies for all patients with la/mUC.
Subject(s)
Carcinoma, Transitional Cell , Urinary Bladder Neoplasms , Urologic Neoplasms , Adult , Humans , Aged , Cisplatin , Carcinoma, Transitional Cell/pathology , Urinary Bladder Neoplasms/drug therapy , Urologic Neoplasms/pathology , Proportional Hazards ModelsABSTRACT
To compare efficacy outcomes for all approved and investigational first-line (1L) treatment regimens for locally advanced or metastatic urothelial carcinoma (la/mUC) with standard of care (SOC), a network meta-analysis (NMA) was conducted. A systematic literature review (SLR) identified phase 2 and 3 randomized trials investigating 1L treatment regimens in la/mUC published January 2001-September 2021. Three networks were formed based on cisplatin (cis) eligibility: cis-eligible/mixed (cis-eligible patients and mixed populations of cis-eligible/ineligible patients), cis-ineligible (strict; exclusively cis-ineligible patients), and cis-ineligible (wide; including studies with investigator's choice of carbo). Analyses examined comparative efficacy by hazard ratio (HR) for overall survival (OS), and progression-free survival (PFS), and odds ratio (OR) for overall response rate (ORR), with 1L regimens vs. SOC. SOC was gemcitabine + cis (GemCis) or carboplatin (GemCarbo), cis-eligible/mixed network, and GemCarbo cis-ineligible networks. Of 1906 SLR identified citations, 55 trials were selected for data extraction. The NMA comprised 11, 6, and 8 studies in the cis-eligible/mixed, cis-ineligible (strict), cis-ineligible (wide) networks, respectively. In a meta-analysis of SOC control arms, median (95% CI) overall survival (OS) in months varied by network: 13.19 (12.43, 13.95) cis-eligible/mixed, 11.96 (10.43, 13.48) cis-ineligible (wide), and 9.74 (6.71, 12.76) cis-ineligible (strict). Most differences in OS, PFS, and ORR with treatment regimens across treatment networks were not statistically significant compared with SOC. Outcomes with current 1L regimens remain poor, and few significant improvements over SOC have been made, despite inclusion of recent clinical trial data, highlighting an unmet need in the la/mUC patient population.
Subject(s)
Carcinoma, Transitional Cell , Urinary Bladder Neoplasms , Humans , Carboplatin/therapeutic use , Carcinoma, Transitional Cell/drug therapy , Cisplatin/therapeutic use , Deoxycytidine/therapeutic use , Network Meta-Analysis , Urinary Bladder Neoplasms/drug therapyABSTRACT
OBJECTIVES: New and emerging therapies have significantly changed the bladder cancer (BC) treatment landscape and can potentially affect spending and patient care in CMS' Oncology Care Model (OCM), a service delivery and payment model for voluntarily participating practices. The objectives of this analysis were to estimate health care resource utilization (HCRU) and benchmark spending per OCM episode of BC, and to model spending drivers and quality metrics. STUDY DESIGN: Retrospective cohort study. METHODS: A retrospective cohort study was conducted of OCM episodes triggered by receipt of anticancer therapy among Medicare beneficiaries from 2016 to 2018. Based on this, an average performance estimation was conducted to assess the impact of hypothetical changes in novel therapy use by OCM practices. RESULTS: BC accounted for approximately 3% (n = 60,099) of identified OCM episodes. Relative to low-risk episodes, high-risk episodes were associated with greater HCRU and worse OCM quality metrics. Mean spending per high-risk episode was $37,857 (low-risk episode: $9204), with $11,051 spent on systemic therapies and $7158 on inpatient services. In the estimation, high- and low-risk BC exceeded the spending target by 1.7% and 9.4%, respectively. This did not affect payments to practices and no retrospective payments were necessary. CONCLUSIONS: As 3% of OCM episodes were attributed to BC, with only one-third classified as high-risk, controlling expenditure on novel therapies for advanced BC is unlikely to affect overall practice performance. The average performance estimation further emphasized the minimal impact that novel therapy spending in high-risk BC has on OCM payments to practices.
Subject(s)
Medicare , Urinary Bladder Neoplasms , Aged , Humans , United States , Retrospective Studies , Benchmarking , Delivery of Health Care , Urinary Bladder Neoplasms/therapy , Quality of Health Care , Health Care CostsABSTRACT
Soil nutrient availability, invasive plants, and insect presence can directly alter ecosystem structure and function, but less is known about how these factors may interact. In this 6-year study in an old-field ecosystem, we manipulated insect abundance (reduced and control), the propagule pressure of an invasive nitrogen-fixing plant (propagules added and control), and soil nutrient availability (nitrogen added, nitrogen reduced and control) in a fully crossed, completely randomized plot design. We found that nutrient amendment and, occasionally, insect abundance interacted with the propagule pressure of an invasive plant to alter above-and belowground structure and function at our site. Not surprisingly, nutrient amendment had a direct effect on aboveground biomass and soil nutrient mineralization. The introduction of invasive nitrogen-fixing plant propagules interacted with nutrient amendment and insect presence to alter soil bacterial abundance and the activity of the microbial community. While the larger-scale, longer-term bulk measurements such as biomass production and nutrient mineralization responded to the direct effects of our treatments, the shorter-term and dynamic microbial communities tended to respond to interactions among our treatments. Our results indicate that soil nutrients, invasive plants, and insect herbivores determine both above-and belowground responses, but whether such effects are independent versus interdependent varies with scale.
ABSTRACT
AIMS: Theoretical models suggest that attentional bias for alcohol-related cues develops because cues signal the availability of alcohol, and the expectancy elicited by alcohol cues is responsible for the maintenance of attentional bias among regular drinkers. We investigated the moderating role of alcohol expectancy on attentional bias for alcohol-related cues. DESIGN: Within-subjects experimental design. SETTING: Psychology laboratories. PARTICIPANTS: Adult social drinkers (n=58). MEASUREMENTS: On a trial-by-trial basis, participants were informed of the probability (100%, 50%, 0%) that they would receive beer at the end of the trial before their eye movements towards alcohol-related and control cues were measured. FINDINGS: Heavy social drinkers showed an attentional bias for alcohol-related cues regardless of alcohol expectancy. However, in light social drinkers, attentional bias was only seen on 100% probability trials, i.e. when alcohol was expected imminently. CONCLUSIONS: Attentional bias for alcohol-related cues is sensitive to the current expectancy of receiving alcohol in light social drinkers, but it occurs independently of the current level of alcohol expectancy in heavy drinkers.
Subject(s)
Alcohol Drinking/psychology , Anticipation, Psychological , Attention , Cues , Eye Movements , Adult , Alcoholic Beverages , Attention/physiology , Conditioning, Classical , Data Interpretation, Statistical , Eye Movements/physiology , Female , Humans , Male , Models, Theoretical , Photic Stimulation/methods , Young AdultABSTRACT
BACKGROUND: Anti-Müllerian hormone (AMH) is a product of growing ovarian follicles. The concentration of AMH in blood may also reflect the non-growing follicle (NGF) population, i.e. the ovarian reserve, and be of value in predicting reproductive lifespan. A full description of AMH production up to the menopause has not been previously reported. METHODOLOGY/PRINCIPAL FINDINGS: By searching the published literature for AMH concentrations in healthy pre-menopausal females, and using our own data (combined n = 3,260) we have generated and robustly validated the first model of AMH concentration from conception to menopause. This model shows that 34% of the variation in AMH is due to age alone. We have shown that AMH peaks at age 24.5 years, followed by a decline to the menopause. We have also shown that there is a neonatal peak and a potential pre-pubertal peak. Our model allows us to generate normative data at all ages. CONCLUSIONS/SIGNIFICANCE: These data highlight key inflection points in ovarian follicle dynamics. This first validated model of circulating AMH in healthy females describes a transition period in early adulthood, after which AMH reflects the progressive loss of the NGF pool. The existence of a neonatal increase in gonadal activity is confirmed for females. An improved understanding of the relationship between circulating AMH and age will lead to more accurate assessment of ovarian reserve for the individual woman.