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Naci H, Zhang Y, Woloshin S, Guan X, Xu Z, Wagner AK. Overall survival benefits of cancer drugs initially approved by the US Food and Drug Administration on the basis of immature survival data: a retrospective analysis. Lancet Oncol 2024; 25:760-769. [PMID: 38754451 DOI: 10.1016/s1470-2045(24)00152-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 02/24/2024] [Accepted: 03/14/2024] [Indexed: 05/18/2024]
Abstract
BACKGROUND New cancer drugs can be approved by the US Food and Drug Administration (FDA) on the basis of surrogate endpoints while data on overall survival are still incomplete or immature, with too few deaths for meaningful analysis. We aimed to evaluate whether clinical trials with immature survival data generated evidence of overall survival benefit during the period after marketing authorisation, and where that evidence was reported. METHODS In this retrospective analysis, we searched Drugs@FDA to identify cancer drug indications approved between Jan 1, 2001, and Dec 31, 2018, on the basis of immature survival data. We systematically collected publicly available data on postapproval overall survival results in labelling (Drugs@FDA), journal publications (MEDLINE via PubMed), and clinical trial registries (ClinicalTrials.gov). The primary outcome was availability of statistically significant overall survival benefits during the period after marketing authorisation (until March 31, 2023). Additionally, we evaluated the availability and timing of overall survival findings in labelling, journal publications, and ClinicalTrials.gov records. FINDINGS During the study period, the FDA granted marketing authorisation to 223 cancer drug indications, 95 of which had overall survival as an endpoint. 39 (41%) of these 95 indications had immature survival data. After a minimum of 4·3 years of follow-up during the period after marketing authorisation (and median 8·2 years [IQR 5·3-12·0] since FDA approval), additional survival data from the pivotal trials became available in either revised labelling or publications, or both, for 38 (97%) of 39 indications. Additional data on overall survival showed a statistically significant benefit in 12 (32%) of 38 indications, whereas mature data yielded statistically non-significant overall survival findings for 24 (63%) indications. Statistically significant evidence of overall survival benefit was reported in either labelling or publications a median of 1·5 years (IQR 0·8-2·3) after initial approval. The median time to availability of statistically non-significant overall survival results was 3·3 years (2·2-4·5). The availability of overall survival results on ClinicalTrials.gov varied considerably. INTERPRETATION Fewer than a third of indications approved with immature survival data showed a statistically significant overall survival benefit after approval. Notable inconsistencies in timing and availability of information after approval across different sources emphasise the need for better reporting standards. FUNDING None.
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Affiliation(s)
- Huseyin Naci
- Department of Health Policy, London School of Economics and Political Science, London, UK; The Lisa Schwartz Foundation for Truth in Medicine, Norwich, VT, USA.
| | - Yichen Zhang
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Steven Woloshin
- The Lisa Schwartz Foundation for Truth in Medicine, Norwich, VT, USA; The Center for Medicine in the Media, Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Xiaodong Guan
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Ziyue Xu
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Anita K Wagner
- The Lisa Schwartz Foundation for Truth in Medicine, Norwich, VT, USA; Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA
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2
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Looney B, Crumb J, White S, Jones G, Moore RP, Choi L, Zuckerman AD, Whelchel K. Financial impact of integrated specialty pharmacy efforts to avoid oral anticancer medication waste. J Manag Care Spec Pharm 2024; 30:465-474. [PMID: 38701029 PMCID: PMC11068656 DOI: 10.18553/jmcp.2024.30.5.465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/05/2024]
Abstract
BACKGROUND The growing number of oral anticancer medications represents a significant portion of pharmacy spending and can be costly for patients. Patients taking oral anticancer medications may experience frequent treatment changes following necessary safety and effectiveness monitoring, often resulting in medication waste. Strategies to avoid medication waste could alleviate the financial burden of these costly therapies on the payer and the patient. OBJECTIVE To evaluate the impact on waste and cost avoidance of reviewing the amount of medication patients have on hand and the presence of upcoming follow-up (ie, provider visit, laboratory testing, or imaging) before requesting a prescription refill renewal for patients taking oral anticancer medications through an integrated health system specialty pharmacy. METHODS We performed a retrospective review of patients filling oral anticancer medications prescribed by a Vanderbilt University Medical Center provider and dispensed by Vanderbilt Specialty Pharmacy between January 1, 2020, and December 31, 2020. Specialty pharmacists received a system-generated refill renewal request for oral anticancer medications when the final prescription refill was dispensed, prompting the pharmacist to review the patient's medical record for continued therapy appropriateness and to request a new prescription. If the patient had a sufficient supply on hand to last until an upcoming follow-up (ie, provider visit, imaging, or laboratory assessment), the pharmacist postponed the renewal until after the scheduled follow-up. Patients were included in the analysis if the refill renewal request was postponed after review of the amount of medication on hand and the presence of an upcoming follow-up. Medication outcomes (ie, continued, dose changed, held, medication changed to a different oral anticancer medication, or discontinued) resulting from the follow-up were collected. Cost avoidance in US dollars was assigned based on the outcome of follow-up by calculating the price per unit times the number of units that would have been unused or in excess of what was needed if the medication had been dispensed before the scheduled follow-up. The average wholesale price minus 20% (AWP-20%) and wholesale acquisition cost (WAC) were used to report a range of costs avoided over 12 months. RESULTS The total cost avoidance over 12 months associated with postponing refill renewal requests in a large academic health system with an integrated specialty pharmacy ranged from $549,187.03 using WAC pricing to $751,994.99 using AWP-20% pricing, with a median cost avoidance per fill of $366.04 (WAC) to $1,931.18 (AWP-20%). Refill renewal requests were postponed in 159 instances for 135 unique patients. After follow-up, medications were continued unchanged in only 2% of postponed renewals, 56% of follow-ups resulted in medication discontinuations, 32% in dose changes, 5% in medication changes, and 5% in medication holds. CONCLUSIONS Integrated health system specialty pharmacist postponement of refill requests after review of the amount of medication on hand and upcoming follow-up proved effective in avoiding waste and unnecessary medication costs in patients treated with oral anticancer medications at a large academic health system.
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Affiliation(s)
- Brooke Looney
- Vanderbilt Specialty Pharmacy, Vanderbilt Health System, Nashville, TN
| | - Jared Crumb
- Vanderbilt Specialty Pharmacy, Vanderbilt Health System, Nashville, TN
| | - Stephanie White
- Vanderbilt Specialty Pharmacy, Vanderbilt Health System, Nashville, TN
| | | | - Ryan P. Moore
- Department of Biostatistics, Vanderbilt Health System, Nashville, TN
| | - Leena Choi
- Department of Biostatistics, Vanderbilt Health System, Nashville, TN
| | | | - Kristen Whelchel
- Vanderbilt Specialty Pharmacy, Vanderbilt Health System, Nashville, TN
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Verkerk K, Voest EE. Generating and using real-world data: A worthwhile uphill battle. Cell 2024; 187:1636-1650. [PMID: 38552611 DOI: 10.1016/j.cell.2024.02.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 01/04/2024] [Accepted: 02/09/2024] [Indexed: 04/02/2024]
Abstract
The precision oncology paradigm challenges the feasibility and data generalizability of traditional clinical trials. Consequently, an unmet need exists for practical approaches to test many subgroups, evaluate real-world drug value, and gather comprehensive, accessible datasets to validate novel biomarkers. Real-world data (RWD) are increasingly recognized to have the potential to fill this gap in research methodology. Established applications of RWD include informing disease epidemiology, pharmacovigilance, and healthcare quality assessment. Currently, concerns regarding RWD quality and comprehensiveness, privacy, and biases hamper their broader application. Nonetheless, RWD may play a pivotal role in supplementing clinical trials, enabling conditional reimbursement and accelerated drug access, and innovating trial conduct. Moreover, purpose-built RWD repositories may support the extension or refinement of drug indications and facilitate the discovery and validation of new biomarkers. This perspective explores the potential of leveraging RWD to advance oncology, highlights its benefits and challenges, and suggests a path forward in this evolving field.
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Affiliation(s)
- K Verkerk
- Department of Molecular Oncology & Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands; Oncode Institute, Utrecht, the Netherlands
| | - E E Voest
- Department of Molecular Oncology & Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands; Oncode Institute, Utrecht, the Netherlands; Netherlands Cancer Institute, Plesmanlaan 121, Amsterdam 1066 CX, the Netherlands.
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Kyle MA, Keating NL. Prior Authorization and Association With Delayed or Discontinued Prescription Fills. J Clin Oncol 2024; 42:951-960. [PMID: 38086013 PMCID: PMC10927330 DOI: 10.1200/jco.23.01693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Revised: 09/29/2023] [Accepted: 10/13/2023] [Indexed: 03/08/2024] Open
Abstract
PURPOSE Prior authorization requirements are increasing but little is known about their effects on access to care. We examined the association of a new prior authorization policy with delayed or discontinued prescription fills for oral anticancer drugs among Medicare Part D beneficiaries. METHODS Using Medicare part D claims data from 2010 to 2020, we studied beneficiaries regularly filling one of 11 oral anticancer drugs, defined as three 30-day fills in 120 days preceding the plan's prior authorization policy change on that drug and continuously enrolled in the same plan for 120 days before and after the policy change at the start of a new year. The control group consisted of beneficiaries meeting the same utilization criteria, but who were enrolled in plans at the same time that did not implement a prior authorization policy change. The outcomes of interest were discontinuation of the drug within 120 days (analyzed with regression analyses) and time (in days) to next fill after a prior authorization policy change (analyzed using a quasi-experimental difference-in-differences event study). RESULTS The introduction of a new prior authorization on an established drug increased the odds of discontinuation within 120 days (adjusted odds ratio, 7.1 [95% CI, 6.0 to 8.5]; P < .001) and increased time to next fill by 9.7 days (95% CI, 8.2 to 11.2; P < .001), relative to patients whose plans did not have a prior authorization policy change. CONCLUSION Introduction of a new prior authorization policy on an established drug regimen is associated with increased probability of discontinued and delayed care. For some conditions, this may represent a clinically consequential barrier to access. Waiving prior authorization for patients already established on a drug may improve adherence.
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Affiliation(s)
- Michael Anne Kyle
- Department of Health Care Policy, Harvard Medical School, Boston, MA
| | - Nancy L. Keating
- Department of Health Care Policy, Harvard Medical School, Boston, MA
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, MA
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Fagereng GL, Morvik AM, Reinvik Ulimoen S, Ringerud AM, Dahlen Syversen I, Sagdahl E. The impact of level of documentation on the accessibility and affordability of new drugs in Norway. Front Pharmacol 2024; 15:1338541. [PMID: 38420198 PMCID: PMC10899517 DOI: 10.3389/fphar.2024.1338541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 01/25/2024] [Indexed: 03/02/2024] Open
Abstract
Introduction: Over the preceding decade, an increasing number of drugs have been approved by the European Medicines Agency (EMA) with limited knowledge of their relative efficacy. This is due to the utilization of non-randomized, single-arm studies, surrogate endpoints, and shorter follow-up time. The impact of this trend on the accessibility and affordability of newly approved drugs in Europe remains uncertain. The primary objective of this study is to provide insights into the issues of accessibility and affordability of new drugs in the Norwegian healthcare system. Method: The presented study entails an analysis of all reimbursement decisions for hospital drugs in Norway spanning 2021-2022. The included drugs were approved by the EMA between 2014 and 2022, with the majority (91%) receiving approval between 2018 and 2022. The drugs were categorized based on the level of documentation of relative efficacy. Approval rates and costs (confidential net-prices) were compared. Results: A total of 35% (70/199) of the reimbursement decisions were characterized by limited certainty regarding relative efficacy and as a consequence the Norwegian Health Technology Assessment (HTA) body did not present an incremental cost-effectiveness ratio (ICER) in the HTA report. Within this category, a lower percentage of drugs (47%) gained reimbursement approval compared to those with a higher certainty level, which were presented with an ICER (58%). On average, drugs with an established relative efficacy were accepted with a 4.4-fold higher cost (confidential net-prices). These trends persisted when specifically examining oncology drugs. Conclusion: Our study underscores that a substantial number of recently introduced drugs receive reimbursement regardless of the level of certainty concerning relative efficacy. However, the results suggest that payers prioritize documented over potential efficacy. Given that updated information on relative efficacy may emerge post-market access, a potential solution to address challenges related to accessibility and affordability in Europe could involve an increased adoption of market entry agreements. These agreements could allow for price adjustments after the presentation of new knowledge regarding relative efficacy, potentially resolving some of the current challenges.
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Affiliation(s)
- Gro Live Fagereng
- The Pharmaceutical Division, The Norwegian Hospital Procurement Trust, Vadsø, Norway
- Institute for Cancer Research, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway
| | | | - Sara Reinvik Ulimoen
- The Pharmaceutical Division, The Norwegian Hospital Procurement Trust, Vadsø, Norway
- South-Eastern Norway Regional Health Authority, Hamar, Norway
- Department of Medical Research, Bærum Hospital, Vestre Viken Hospital Trust, Drammen, Norway
| | - Anne Marthe Ringerud
- The Pharmaceutical Division, The Norwegian Hospital Procurement Trust, Vadsø, Norway
| | | | - Erik Sagdahl
- The Pharmaceutical Division, The Norwegian Hospital Procurement Trust, Vadsø, Norway
- Department of Pharmacy, The Arctic University of Norway, Tromsø, Norway
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Gannon MR, Dodwell D, Aggarwal A, Park MH, Miller K, Horgan K, Clements K, Medina J, Cromwell DA. Evidence into practice: a national cohort study of NICE-recommended oncological drug therapy utilisation among women diagnosed with invasive breast cancer in England. Br J Cancer 2023; 129:1569-1579. [PMID: 37741900 PMCID: PMC10646146 DOI: 10.1038/s41416-023-02439-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Revised: 09/07/2023] [Accepted: 09/12/2023] [Indexed: 09/25/2023] Open
Abstract
BACKGROUND Multiple drug treatments are approved for invasive breast cancer (IBC). We investigated uptake of NICE-recommended oncological drugs and variation by age, comorbidity burden and geographical region. METHODS Women (aged 50+ years) diagnosed with IBC from 2014 to 2019, were identified from England Cancer Registry data and drug utilisation from Systemic Anti-Cancer Therapy data. Interrupted time series analysis assessed national-level changes in drug use after publication of NICE recommendations. Regression models analysed variation in use. RESULTS This national cohort included 168,449 women. Use of drugs recommended for first-line treatment varied, from 26.6% for CDK 4/6 inhibitors to 63.8% for HER2-targeting therapies. Utilisation of drugs with a NICE recommendation published between 2014 and 2019, increased among patients diagnosed around the time of publication, except in the case of pertuzumab for metastatic breast cancer (MBC) which was previously accessible via the Cancer Drugs Fund (though use of pertuzumab for MBC increased from 34.1% to 75.0% across the study period). Use of trastuzumab and neoadjuvant/adjuvant pertuzumab varied by geographical region. Use was low for ribociclib (2.2%), abemaciclib (2.3%) and for drugs recommended beyond the first-line setting. For all drugs, use after NICE recommendation varied by age at diagnosis and increased as stage increased. CONCLUSIONS Use of NICE-recommended drugs for IBC in routine care is variable, with lowest use among women aged 70+ years. Improving access to effective treatments is an important step in improving outcomes.
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Affiliation(s)
- Melissa Ruth Gannon
- Department of Health Services Research & Policy, London School of Hygiene & Tropical Medicine, London, UK.
- Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK.
| | - David Dodwell
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Ajay Aggarwal
- Department of Health Services Research & Policy, London School of Hygiene & Tropical Medicine, London, UK
- Department of Oncology, Guys Cancer Centre, Guy's & St Thomas' NHS Trust, London, UK
| | - Min Hae Park
- Department of Health Services Research & Policy, London School of Hygiene & Tropical Medicine, London, UK
- Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK
| | - Katie Miller
- Department of Health Services Research & Policy, London School of Hygiene & Tropical Medicine, London, UK
- Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK
| | - Kieran Horgan
- Department of Breast Surgery, St James's University Hospital, Leeds, UK
| | - Karen Clements
- NHS England, 5th Floor, 23 Stephenson Street, Birmingham, UK
| | - Jibby Medina
- Department of Health Services Research & Policy, London School of Hygiene & Tropical Medicine, London, UK
- Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK
| | - David Alan Cromwell
- Department of Health Services Research & Policy, London School of Hygiene & Tropical Medicine, London, UK
- Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK
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Doolin JW, Haakenstad EK, Neville BA, Lipsitz SR, Zhang S, Cleveland JLF, Hiruy S, Hassett MJ, Revette A, Schrag D, Basch E, McCleary NJ. Feasibility of Weekly Electronic Health Record-Embedded Patient-Reported Outcomes for Patients Starting Oral Cancer-Directed Therapy. JCO Clin Cancer Inform 2023; 7:e2300043. [PMID: 37788407 DOI: 10.1200/cci.23.00043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Revised: 05/30/2023] [Accepted: 06/21/2023] [Indexed: 10/05/2023] Open
Abstract
PURPOSE To examine the feasibility of integrating a symptom management platform into the electronic health record (EHR) using electronic patient-reported outcomes (ePROs) during oral cancer-directed therapy (OCDT) and explore the impact of prompting oncology nurse navigators (ONNs) to respond to severe symptomatic adverse events (SAEs). MATERIALS AND METHODS Adults prescribed OCDT at Dana-Farber Cancer Institute were consecutively invited to participate. Participants received weekly messages to complete ePROs. The first half enrolled in a passive (P) group where ePROs responses could be viewed anytime, but outreach was not expected. The second half enrolled in an active (A) group where severe SAEs prompted emails to ONNs for outreach within 1 business day. Feasibility was the proportion of participants completing ≥2 ePROs during the first 30 days. Participants were followed for up to 90 days. RESULTS From June 25, 2019, to August 18, 2021, 100 participants enrolled, and 96 remained enrolled for at least 30 days. Overall, average age was 59 years, 80% female, and 9% used the platform in Spanish. Twenty-two A (45%) and 27 P (57%) participants met the feasibility threshold (P = .26). ePROs returned at 30 days were similar (P = .50): 0 ePROs 17 A, 13 P; 1 ePRO 10 A, 7 P; 2 ePROs 3 A, 5 P; 3 ePROs 1 A, 4 P; 4 ePROs 7 A, 8 P; and 5 ePROs 11 A, 10 P. Documented telephone encounters at 30 days were similar (109 A, 101 P; P = .86). CONCLUSION EHR-embedded ePROs administered weekly for people on OCDT was feasible, although many went incomplete. ePRO completion was not clearly affected by nursing calls for severe SAEs. Future efforts will investigate improving engagement and addressing symptoms proactively.
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Affiliation(s)
- Jim W Doolin
- Department of Quality and Patient Safety, Dana-Farber Cancer Institute, Boston, MA
| | - Ellana K Haakenstad
- Department of Quality and Patient Safety, Dana-Farber Cancer Institute, Boston, MA
| | - Bridget A Neville
- Center for Surgery and Public Health, Brigham and Womens' Hospital, Boston, MA
| | - Stu R Lipsitz
- Center for Surgery and Public Health, Brigham and Womens' Hospital, Boston, MA
| | - Sunyi Zhang
- Department of Quality and Patient Safety, Dana-Farber Cancer Institute, Boston, MA
| | | | - Semegne Hiruy
- Department of Quality and Patient Safety, Dana-Farber Cancer Institute, Boston, MA
| | - Michael J Hassett
- Department of Quality and Patient Safety, Dana-Farber Cancer Institute, Boston, MA
| | - Anna Revette
- Department of Quality and Patient Safety, Dana-Farber Cancer Institute, Boston, MA
| | | | - Ethan Basch
- University of North Carolina Lineberger Comprehensive Cancer Center, Chapel Hill, NC
| | - Nadine J McCleary
- Department of Medical Oncology, Gastrointestinal Oncology, Dana-Farber Cancer Institute, Boston, MA
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Ly DP, Giuriato MA, Song Z. Changes in Prescription Drug and Health Care Use Over 9 Years After the Large Drug Price Increase for Colchicine. JAMA Intern Med 2023; 183:670-676. [PMID: 37155179 PMCID: PMC10167599 DOI: 10.1001/jamainternmed.2023.0898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 02/21/2023] [Indexed: 05/10/2023]
Abstract
Importance Prescription drug prices are a leading concern among patients and policy makers. There have been large and sharp price increases for some drugs, but the long-term implications of large drug price increases remain poorly understood. Objective To examine the association of the large 2010 price increase in colchicine, a common treatment for gout, with long-term changes in colchicine use, substitution with other drugs, and health care use. Design, Setting, and Participants This retrospective cohort study examined MarketScan data from a longitudinal cohort of patients with gout with employer-sponsored insurance from 2007 through 2019. Exposures The US Food and Drug Administration's discontinuation of lower-priced versions of colchicine from the market in 2010. Main Outcomes and Measures Mean price of colchicine; use of colchicine, allopurinol, and oral corticosteroids; and emergency department (ED) and rheumatology visits for gout in year 1 and over the first decade of the policy (through 2019) were calculated. Data were analyzed between November 16, 2021, and January 17, 2023. Results A total of 2 723 327 patient-year observations were examined from 2007 through 2019 (mean [SD] age of patients, 57.0 [13.8] years; 20.9% documented as female; 79.1% documented as male). The mean price per prescription of colchicine increased sharply from $11.25 (95% CI, $11.23-$11.28) in 2009 to $190.49 (95% CI, $190.07-$190.91) in 2011, a 15.9-fold increase, with the mean out-of-pocket price increasing 4.4-fold from $7.37 (95% CI, $7.37-$7.38) to $39.49 (95% CI, $39.42-$39.56). At the same time, colchicine use declined from 35.0 (95% CI, 34.6-35.5) to 27.3 (95% CI, 26.9-27.6) pills per patient in year 1 and to 22.6 (95% CI, 22.2-23.0) pills per patient in 2019. Adjusted analyses showed a 16.7% reduction in year 1 and a 27.0% reduction over the decade (P < .001). Meanwhile, adjusted allopurinol use rose by 7.8 (95% CI, 6.9-8.7) pills per patient in year 1, a 7.6% increase from baseline, and by 33.1 (95% CI, 32.6-33.7) pills per patient through 2019, a 32.0% increase from baseline over the decade (P < .001). Moreover, adjusted oral corticosteroid use exhibited no significant change in the first year, then increased by 1.5 (95% CI, 1.3-1.7) pills per patient through 2019, an 8.3% increase from baseline over the decade. Adjusted ED visits for gout rose by 0.02 (95% CI, 0.02-0.03) per patient in year 1, a 21.5% increase, and by 0.05 (95% CI, 0.04-0.05) per patient through 2019, a 39.8% increase over the decade (P < .001). Adjusted rheumatology visits for gout increased by 0.02 (95% CI, 0.02-0.03) per patient through 2019, a 10.5% increase over the decade (P < .001). Conclusions and Relevance In this cohort study among individuals with gout, the large increase in colchicine prices in 2010 was associated with an immediate decrease in colchicine use that persisted over approximately a decade. Substitution with allopurinol and oral corticosteroids was also evident. Increased ED and rheumatology visits for gout over the same period suggest poorer disease control.
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Affiliation(s)
- Dan P. Ly
- Division of General Internal Medicine and Health Services Research, David Geffen School of Medicine, University of California, Los Angeles
- VA Greater Los Angeles Healthcare System, Los Angeles, California
| | - Mia A. Giuriato
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
| | - Zirui Song
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
- Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
- Center for Primary Care, Harvard Medical School, Boston, Massachusetts
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9
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Ivama-Brummell AM, Marciniuk FL, Wagner AK, Osorio-de-Castro CG, Vogler S, Mossialos E, Tavares-de-Andrade CL, Naci H. Marketing authorisation and pricing of FDA-approved cancer drugs in Brazil: a retrospective analysis. LANCET REGIONAL HEALTH. AMERICAS 2023; 22:100506. [PMID: 37235087 PMCID: PMC10206192 DOI: 10.1016/j.lana.2023.100506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/07/2023] [Revised: 04/21/2023] [Accepted: 04/25/2023] [Indexed: 05/28/2023]
Abstract
Background Most cancer drugs enter the US market first. US Food and Drug Administration (FDA) approvals of new cancer drugs may influence regulatory decisions in other settings. The study examined whether characteristics of available evidence at FDA approval influenced time-to-marketing authorisation (MA) in Brazil, and price differences between the two countries. Methods All new FDA-approved cancer drugs from 2010 to 2019 were matched to drugs with MA and prices approved in Brazil by December 2020. Characteristics of main studies, availability of randomised controlled trials (RCTs), overall survival (OS) benefit, added therapeutic benefit, and prices were compared. Findings Fifty-six FDA-approved cancer drugs with matching indications received a MA at the Brazilian Health Regulatory Agency (Anvisa) after a median of 522 days following US approval (IQR: 351-932). Earlier authorisation in Brazil was associated with availability of RCT (median: 506 vs 760 days, p = 0.031) and evidence of OS benefit (390 vs 543 days, p = 0.019) at FDA approval. At Brazilian marketing authorisation, a greater proportion of cancer drugs had main RCTs (75% vs 60.7%) and OS benefit (42.9% vs 21.4%) than that in the US. Twenty-eight (50%) drugs did not demonstrate added therapeutic benefit over drugs for the same indication in Brazil. Median approved prices of new cancer drugs were 12.9% lower in Brazil compared to the US (adjusted by Purchasing Power Parity). However, for drugs with added therapeutic benefit median prices were 5.9% higher in Brazil compared to the US, while 17.9% lower for those without added benefit. Interpretation High-quality clinical evidence accelerated the availability of cancer medicines in Brazil. The combination of marketing and pricing authorisation in Brazil may favour the approval of cancer drugs with better supporting evidence, and more meaningful clinical benefit albeit with variable degree of success in achieving lower prices compared to the US. Funding None.
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Affiliation(s)
- Adriana M. Ivama-Brummell
- Department of Health Policy, London School of Economics and Political Science, Cowdray House, Houghton Street, London, WC2A 2AE, United Kingdom
- Office of Assessment of Safety and Efficacy, General Office of Medicines, Brazilian Health Regulatory Agency, SIA, Trecho 05, Área Especial 57, Brasília-DF CEP 71.205-050, Brazil
| | - Fernanda L. Marciniuk
- Executive Secretariat of the Drug Market Regulation Chamber, Brazilian Health Regulatory Agency, SIA, Trecho 05, Área Especial 57, Brasília-DF CEP 71.205-050, Brazil
| | - Anita K. Wagner
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, 401 Park Drive, Suite 401 East, Boston, MA, 02215, USA
| | - Claudia G.S. Osorio-de-Castro
- Department of Medicines Policy and Pharmaceutical Services, Sergio Arouca National School of Public Health, Oswaldo Cruz Foundation, Rua Leopoldo Bulhões, 1480, sala 632, Manguinhos, Rio de Janeiro, RJ, 21041-210, Brazil
| | - Sabine Vogler
- WHO Collaborating Centre for Pharmaceutical Pricing and Reimbursement Policies, Pharmacoeconomics Department, Austrian National Public Health Institute, Stubenring 6, Vienna, 1010, Austria
- Department of Health Care Management, Technical University of Berlin, Berlin, 10623, Germany
| | - Elias Mossialos
- Department of Health Policy, London School of Economics and Political Science, Cowdray House, Houghton Street, London, WC2A 2AE, United Kingdom
| | - Carla L. Tavares-de-Andrade
- Department of Health Administration and Planning, Sergio Arouca National School of Public Health, Oswaldo Cruz Foundation, Rua Leopoldo Bulhões, 1480, sala 727A, Manguinhos, Rio de Janeiro, RJ, 21041-210, Brazil
| | - Huseyin Naci
- Department of Health Policy, London School of Economics and Political Science, Cowdray House, Houghton Street, London, WC2A 2AE, United Kingdom
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10
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Liang MI, Harrison R, Aviki EM, Esselen KM, Nitecki R, Meyer L. Financial toxicity: A practical review for gynecologic oncology teams to understand and address patient-level financial burdens. Gynecol Oncol 2023; 170:317-327. [PMID: 36758422 DOI: 10.1016/j.ygyno.2023.01.035] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 01/19/2023] [Accepted: 01/29/2023] [Indexed: 02/10/2023]
Abstract
Financial toxicity describes the adverse impact patients experience from the monetary and time costs of cancer care. The financial burden patients experience comes from substantially increased out-of-pocket spending that often occurs concurrent with reduced income due to sick leave from work. Financial toxicity is common affecting approximately half of patients with a gynecological cancer depending on the validated instrument used for measurement. Financial toxicity is experienced by patients in three domains: economic hardship affecting patients' material conditions (i.e., medical debt), psychological response (i.e., distress), and health-related coping behaviors that patients adopt (i.e., foregoing care due to costs). Higher financial toxicity among cancer patients has been associated with decreased quality of life, impaired adherence to recommended care, and worse overall survival. In this review, we describe the current literature on financial toxicity, including how it can be assessed with validated tools, the downstream impact on patients, risk factors, and employment concerns of survivors. Whenever possible, we highlight data from research featuring patients with gynecologic cancer specifically. We also review studies with interventions aimed to mitigate financial toxicity and offer the reader real world examples of interventions currently being used. Lastly, we provide an overview of health policy developments relevant to financial toxicity and advocate for innovation in the development and implementation of strategies to decrease the financial toxicity patients experience following a diagnosis of gynecologic cancer.
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Affiliation(s)
- Margaret I Liang
- Division of Gynecologic Oncology, Department of Obstetrics & Gynecology, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
| | - Ross Harrison
- Division of Gynecologic Oncology, Department of Obstetrics & Gynecology, Oregon Health and Science University, Portland, OR, USA
| | - Emeline M Aviki
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Katharine M Esselen
- Division of Gynecologic Oncology, Department of Obstetrics & Gynecology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Roni Nitecki
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Larissa Meyer
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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11
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Tang M, Pearson SA, Simes RJ, Chua BH. Harnessing Real-World Evidence to Advance Cancer Research. Curr Oncol 2023; 30:1844-1859. [PMID: 36826104 PMCID: PMC9955401 DOI: 10.3390/curroncol30020143] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 01/16/2023] [Accepted: 01/30/2023] [Indexed: 02/05/2023] Open
Abstract
Randomized controlled trials (RCTs) form a cornerstone of oncology research by generating evidence about the efficacy of therapies in selected patient populations. However, their implementation is often resource- and cost-intensive, and their generalisability to patients treated in routine practice may be limited. Real-world evidence leverages data collected about patients receiving clinical care in routine practice outside of clinical trial settings and provides opportunities to identify and address gaps in clinical trial evidence. This review outlines the strengths and limitations of real-world and RCT evidence and proposes a framework for the complementary use of the two bodies of evidence to advance cancer research. There are challenges to the implementation of real-world research in oncology, including heterogeneity of data sources, timely access to high-quality data, and concerns about the quality of methods leveraging real-world data, particularly causal inference. Improved understanding of the strengths and limitations of real-world data and ongoing efforts to optimise the conduct of real-world evidence research will improve its reliability, understanding and acceptance, and enable the full potential of real-world evidence to be realised in oncology practice.
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Affiliation(s)
- Monica Tang
- Nelune Comprehensive Cancer Centre, Prince of Wales Hospital, Randwick 2031, Australia
- Correspondence:
| | | | - Robert J. Simes
- NHMRC Clinical Trials Centre, University of Sydney, Camperdown 2050, Australia
| | - Boon H. Chua
- Nelune Comprehensive Cancer Centre, Prince of Wales Hospital, Randwick 2031, Australia
- Faculty of Medicine and Health, UNSW Sydney, Sydney 2052, Australia
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12
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Luo X, Du X, Huang L, Guo Q, Tan R, Zhou Y, Li Z, Xue X, Li T, Le K, Qian F, Chow SC, Yang Y. The price, efficacy, and safety of within-class targeted anticancer medicines between domestic and imported drugs in China: a comparative analysis. THE LANCET REGIONAL HEALTH. WESTERN PACIFIC 2022; 32:100670. [PMID: 36785854 PMCID: PMC9918802 DOI: 10.1016/j.lanwpc.2022.100670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 11/30/2022] [Accepted: 12/08/2022] [Indexed: 12/29/2022]
Abstract
Background Affordability to novel anticancer drugs has become a major health issue in China. It is encouraging to note that China initiated its drug regulatory reform and national price negotiation policies since 2015. As a growing number of domestic within-class targeted anticancer drugs are approved in China, it is expected that this may reduce the price of novel anticancer drugs and improve the affordability of anticancer drugs. This study aimed to evaluate the price, efficacy, and safety of the within-class anticancer drugs between domestic and imported drugs approved in China from 2010 to 2022. Methods The domestic and imported within-class targeted drugs for solid cancers approved in China between 2010 and 2022 were extracted. We classified it as a class of anticancer drugs based on the same indication and similar biological mechanism. The published literature derived from pivotal clinical trials of these domestic and imported drugs was identified based on the review report and the latest labels issued by the China National Medical Products Administration. We evaluated the monthly treatment price at launch and the latest (2022), primary efficacy endpoint and safety between domestic and imported anticancer drugs. Meta-analyses were further employed to evaluate the efficacy and safety of the domestic and imported anticancer drugs, including pooled hazard ratios (HR) for progression-free survival (PFS), overall survival (OS), objective response rates (ORR) for solid cancers, and relative risk for serious adverse events (SAE) and Grade ≥3 adverse events (AEs). Findings In our cohort study, 12 within-class anticancer drugs with 7 cancer diseases were analyzed, including 18 domestic (21 indications; 21 pivotal trials) and 18 imported (21 indications; 27 pivotal trials) novel anticancer drugs, respectively. The median monthly treatment price of domestic and imported drugs from the years of launch to 2022 had significantly decreased by 71% and 62%, respectively. Moreover, the median monthly treatment price of domestic targeted anticancer drugs on the market at launch ($3786 vs. $5393, P = 0.007) and the latest ($1222 vs. $2077, P = 0.011) was significantly lower than that of imported drugs. No significant differences in median PFS gains (9.0 vs. 11.0 months; P = 0.24), OS gains (9.3 vs 10.6 months; P = 0.66), and ORR (57% vs 62%, P = 0.77) of targeted anticancer drugs in their pivotal trials were observed between the domestic and imported drugs. Additionally, there was no significant difference between domestic and imported drugs in the incidence of SAE (23% vs. 24%; P = 0.41) and Grade ≥3 AEs (59% vs. 57%; P = 0.45). These findings were also further confirmed in the meta-analyses for primary efficacy endpoints and safety outcomes. Interpretation The prices of both domestic and imported anticancer drugs significantly decreased after market entry mainly due to the role of national price negotiations. The median monthly treatment price of domestic within-class targeted anticancer drugs was significantly lower than that of imported drugs. Furthermore, the efficacy and safety of domestic anticancer drugs were comparable to that of imported drugs. This evidence implicated that the development of within-class anticancer drugs with national price negotiations in China significantly improved the affordability for patients. Funding This study was supported by postdoctoral fellowship from Tsinghua-Peking Joint Centers for Life Sciences (CLS).
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Affiliation(s)
- Xingxian Luo
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
- Key Laboratory of Innovative Drug Research and Evaluation, National Medical Products Administration, Beijing, China
- Tsinghua-Peking Center for Life Sciences, Beijing, China
| | - Xin Du
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
- Key Laboratory of Innovative Drug Research and Evaluation, National Medical Products Administration, Beijing, China
| | - Lin Huang
- Department of Pharmacy, Peking University People's Hospital, Beijing, China
| | - Qixiang Guo
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
- Key Laboratory of Innovative Drug Research and Evaluation, National Medical Products Administration, Beijing, China
| | - Ruijie Tan
- School of Pharmacy, Fudan University, Shanghai, China
| | - Yue Zhou
- Department of Pharmacy, Peking University People's Hospital, Beijing, China
| | - Zhuangqi Li
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
- Key Laboratory of Innovative Drug Research and Evaluation, National Medical Products Administration, Beijing, China
| | - Xuecai Xue
- Department of Pharmacy, Peking University People's Hospital, Beijing, China
| | - Taifeng Li
- Department of Pharmacy, Cancer Institute & Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Kaidi Le
- Department of Pharmacy, Cancer Institute & Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Feng Qian
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
| | - Shein-Chung Chow
- Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA
- Corresponding author.
| | - Yue Yang
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
- Key Laboratory of Innovative Drug Research and Evaluation, National Medical Products Administration, Beijing, China
- Corresponding author. School of Pharmaceutical Sciences, Tsinghua University, Beijing, China.
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13
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Zhang Y, Naci H, Wagner AK, Xu Z, Yang Y, Zhu J, Ji J, Shi L, Guan X. Overall Survival Benefits of Cancer Drugs Approved in China From 2005 to 2020. JAMA Netw Open 2022; 5:e2225973. [PMID: 35947385 PMCID: PMC9366546 DOI: 10.1001/jamanetworkopen.2022.25973] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
IMPORTANCE Of approximately 9 million patients with cancer in China in 2020, more than half were diagnosed with late-stage cancers. Recent regulatory reforms in China have focused on improving the availability of new cancer drugs. However, evidence on the clinical benefits of new cancer therapies authorized in China is not available. OBJECTIVE To characterize the clinical benefits of cancer drugs approved in China, as defined by the availability and magnitude of statistically significant overall survival (OS) results. DESIGN, SETTING, AND PARTICIPANTS This mixed-methods study comprising a systematic review and cross-sectional analysis identified antineoplastic agents approved in China between January 1, 2005, and December 31, 2020, using publicly available data and regulatory review documents issued by the National Medical Products Administration. The literature published up to June 30, 2021, was reviewed to collect results on end points used in pivotal trials supporting cancer drug approvals. MAIN OUTCOMES AND MEASURES The primary outcome measure was a documented statistically significant positive OS difference between a new cancer therapy and a comparator treatment. Secondary outcome measures were the magnitude of OS benefit and other primary efficacy measures in pivotal trials. RESULTS Between 2005 and 2020, 78 cancer drugs corresponding to 141 indications were authorized in China, including 20 drugs (25.6%) (for 30 indications) approved in China only. Of all indications, 26 (18.4%) were evaluated in single-arm or dose-optimization trials, most of which were authorized after 2017. By June 30, 2021, 34 drug indications (24.1%) had a documented lack of OS gain. For 68 indications (48.2%) that had documented evidence of OS benefit, the median magnitude of OS improvement was 4.1 (range, 1.0-35.0) months. After a median follow-up of 1.9 (range, 1.0-11.1) years from approval, OS data for 13 indications (9.2%) were either not reported or were still not mature. Fewer than one-third of cancer drug indications approved in China only had documented evidence of OS benefits (9 of 30 [30.0%]), whereas more than one-half of the cancer drug indications also available in the US or Europe had OS benefits (59 of 111 [53.1%]). CONCLUSIONS AND RELEVANCE In this study, almost half of cancer drug indications approved in China had demonstrated OS gain. With the increase of cancer drug approvals based on single-arm trials or immature survival data in recent years, these findings highlight the need to routinely monitor the clinical benefits of new cancer therapies in China.
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Affiliation(s)
- Yichen Zhang
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Huseyin Naci
- LSE Health, Department of Health Policy, London School of Economics and Political Science, London, United Kingdom
| | - Anita K. Wagner
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts
| | - Ziyue Xu
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Yu Yang
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Jun Zhu
- Beijing Cancer Hospital, Beijing, China
| | - Jiafu Ji
- Beijing Cancer Hospital, Beijing, China
| | - Luwen Shi
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
- International Research Centre for Medicinal Administration, Peking University, Beijing, China
| | - Xiaodong Guan
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
- International Research Centre for Medicinal Administration, Peking University, Beijing, China
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14
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Fleck LM. Precision medicine and the fragmentation of solidarity (and justice). MEDICINE, HEALTH CARE, AND PHILOSOPHY 2022; 25:191-206. [PMID: 35006450 PMCID: PMC8744576 DOI: 10.1007/s11019-022-10067-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 01/04/2022] [Indexed: 05/15/2023]
Abstract
Solidarity is a fundamental social value in many European countries, though its precise practical and theoretical meaning is disputed. In a health care context, I agree with European writers who take solidarity normatively to mean roughly equal access to effective health care for all. That is, solidarity includes a sense of justice. Given that, I will argue that precision medicine represents a potential weakening of solidarity, albeit not a unique weakening. Precision medicine includes 150 targeted cancer therapies (mostly for metastatic cancer), all of which are extraordinarily expensive. Our critical question: Must a commitment to solidarity as defined mean that all these targeted cancer therapies should be guaranteed to all within each country in the European Union, no matter the cost, no matter the degree of effectiveness? Such a commitment would imply that cancer was ethically special, rightfully commandeering unlimited resources. That in itself would undermine solidarity. I offer multiple examples of how current and future dissemination of these targeted cancer drugs threaten a commitment to solidarity. An alternative is to fund more cancer prevention efforts. However, that too proves a threat to solidarity. Solidarity, with or without a sense of justice, is too abstract a notion to address these challenges. Further, we need to accept that we can only hope to achieve "rough justice" and "supple solidarity." The precise practical meaning of these notions needs to be worked out through a fair and inclusive process of rational democratic deliberation, which is the real and practical foundation of just solidarity.
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Affiliation(s)
- Leonard M Fleck
- Center for Bioethics and Social Justice, College of Human Medicine, Michigan State University, 965 Wilson Road C-208, East Lansing, MI, 48824, USA.
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15
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Sorum P, Stein C, Wales D, Pratt D. A Proposal to Increase Value and Equity in the Development and Distribution of New Pharmaceuticals. INTERNATIONAL JOURNAL OF HEALTH SERVICES 2022; 52:363-371. [PMID: 35546103 PMCID: PMC9203670 DOI: 10.1177/00207314221100647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The process of developing and marketing new pharmaceuticals in the United States is driven by a need to maximize returns to shareholders. This results all too often in the production of new medications that are expensive and of marginal value to patients and society. In line with our heightened awareness of the importance of social justice and public health—and in light of our government‘s alliance with private companies in bringing us COVID-19 vaccines—we need to reconsider how new pharmaceuticals are developed and distributed. Accordingly, we propose the creation of a new agency of the Food and Drug Administration (FDA) that would direct the whole process. This agency would fund the research and development of high-value medications, closely monitor the clinical studies of these new drugs, and manage their distribution at prices that are value-based, fair, and equitable.
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Affiliation(s)
- Paul Sorum
- Internal Medicine and Pediatrics, 1092Albany Medical College, Albany Medical Center Internal Medicine and Pediatrics, Cohoes, NY, USA
| | | | - Danielle Wales
- Internal Medicine and Pediatrics, 1092Albany Medical College, Albany Medical Center Internal Medicine and Pediatrics, Cohoes, NY, USA
| | - David Pratt
- 167519Schenectady County Public Health Services, Schenectady, NY, USA
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