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Boven A, Simin J, Andersson FL, Vlieghe E, Callens S, Zeebari Z, Engstrand L, Brusselaers N. Clostridioides difficile infection, recurrence and the associated healthcare consumption in Sweden between 2006 and 2019: a population-based cohort study. BMC Infect Dis 2024; 24:468. [PMID: 38702635 PMCID: PMC11067081 DOI: 10.1186/s12879-024-09364-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 04/29/2024] [Indexed: 05/06/2024] Open
Abstract
BACKGROUND Clostridioides difficile infection (CDI) causes a major burden to individuals and society, yet the impact may vary depending on age, sex, underlying comorbidities and where CDI was acquired (hospital or community). METHODS This Swedish nationwide population-based cohort study (2006-2019) compared all 43,150 individuals with CDI to their 355,172 matched controls (first year and entire follow-up). Negative binomial regression models compared the cumulated length of stay, number of in-hospital admissions, outpatient visits and prescriptions after the first CDI episode expressed as incidence rate ratios (IRR) and 95% confidence intervals for the entire follow-up. RESULTS Overall, 91.6% of CDI cases were hospital acquired, and 16.8% presented with recurrence(s); 74.8%of cases were ≥ 65 years and 54.2% were women. Compared to individuals without CDI, in-hospital stay rates were 18.01 times higher after CDI (95% CI 17.40-18.63, first-year: 27.4 versus 1.6 days), 9.45 times higher in-hospital admission (95% CI 9.16-9.76, first-year: 2.6 versus 1.3 hospitalisations), 3.94 times higher outpatient visit (95% CI 3.84-4.05, first-year: 4.0 versus 1.9 visits) and 3.39 times higher dispensed prescriptions rates (95% CI 3.31-3.48, first-year: 25.5 versus 13.7 prescriptions). For all outcomes, relative risks were higher among the younger (< 65 years) than the older (≥ 65 years), and in those with fewer comorbidities, but similar between sexes. Compared to those without recurrence, individuals with recurrence particularly showed a higher rate of hospital admissions (IRR = 1.18, 95% 1.12-1.24). Compared to community-acquired CDI, those with hospital-acquired CDI presented with a higher rate of hospital admissions (IRR = 7.29, 95% CI 6.68-7.96) and a longer length of stay (IRR = 7.64, 95% CI 7.07-8.26). CONCLUSION CDI was associated with increased health consumption in all affected patient groups. The majority of the CDI burden could be contributed to hospital-acquired CDI (~ 9/10), older patients (~ 3/4) and those with multiple comorbidities (~ 6/10 Charlson score ≥ 3), with 1/5 of the total CDI burden contributed to individuals with recurrence. Yet, relatively speaking the burden was higher among the younger and those with fewer comorbidities, compared to their peers without CDI.
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Affiliation(s)
- Annelies Boven
- Centre for Translational Microbiome Research (CTMR), Department of Microbiology, Tumour and Cell Biology, Karolinska Institutet, Solnavägen 9, 171 65, Stockholm, Sweden
- Department of Family Medicine and Population Health, Antwerp University, Antwerp, Belgium
| | - Johanna Simin
- Centre for Translational Microbiome Research (CTMR), Department of Microbiology, Tumour and Cell Biology, Karolinska Institutet, Solnavägen 9, 171 65, Stockholm, Sweden
- Department of Family Medicine and Population Health, Antwerp University, Antwerp, Belgium
| | - Fredrik L Andersson
- Global Health Economics & Outcomes Research at Ferring Pharmaceuticals, Copenhagen, Denmark
| | - Erika Vlieghe
- Department of Family Medicine and Population Health, Antwerp University, Antwerp, Belgium
- General Internal Medicine, Antwerp University Hospital, Antwerp, Belgium
| | - Steven Callens
- General Internal Medicine, Department of Internal Medicine and Paediatrics, Ghent University, Ghent, Belgium
| | - Zangin Zeebari
- Department of Economics, Finance, Statistics and Informatics, Jönköping University, Jönköping, Sweden
- Department of Global Public Health, Karolinska Institute, Stockholm, Sweden
| | - Lars Engstrand
- Centre for Translational Microbiome Research (CTMR), Department of Microbiology, Tumour and Cell Biology, Karolinska Institutet, Solnavägen 9, 171 65, Stockholm, Sweden
| | - Nele Brusselaers
- Centre for Translational Microbiome Research (CTMR), Department of Microbiology, Tumour and Cell Biology, Karolinska Institutet, Solnavägen 9, 171 65, Stockholm, Sweden.
- Department of Family Medicine and Population Health, Antwerp University, Antwerp, Belgium.
- Department of Public Health and Primary Care, Ghent University, Ghent, Belgium.
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Harinath G, Zalzala S, Nyquist A, Wouters M, Isman A, Moel M, Verdin E, Kaeberlein M, Kennedy B, Bischof E. The role of quality of life data as an endpoint for collecting real-world evidence within geroscience clinical trials. Ageing Res Rev 2024; 97:102293. [PMID: 38574864 DOI: 10.1016/j.arr.2024.102293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 03/21/2024] [Accepted: 04/01/2024] [Indexed: 04/06/2024]
Abstract
With geroscience research evolving at a fast pace, the need arises for human randomized controlled trials to assess the efficacy of geroprotective interventions to prevent age-related adverse outcomes, disease, and mortality in normative aging cohorts. However, to confirm efficacy requires a long-term and costly approach as time to the event of morbidity and mortality can be decades. While this could be circumvented using sensitive biomarkers of aging, current molecular, physiological, and digital endpoints require further validation. In this review, we discuss how collecting real-world evidence (RWE) by obtaining health data that is amenable for collection from large heterogeneous populations in a real-world setting can help speed up validation of geroprotective interventions. Further, we propose inclusion of quality of life (QoL) data as a biomarker of aging and candidate endpoint for geroscience clinical trials to aid in distinguishing healthy from unhealthy aging. We highlight how QoL assays can aid in accelerating data collection in studies gathering RWE on the geroprotective effects of repurposed drugs to support utilization within healthy longevity medicine. Finally, we summarize key metrics to consider when implementing QoL assays in studies, and present the short-form 36 (SF-36) as the most well-suited candidate endpoint.
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Affiliation(s)
| | | | | | | | | | | | - Eric Verdin
- Buck Institute for Research on Aging, Novato, CA, USA
| | | | - Brian Kennedy
- Healthy Longevity Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Centre for Healthy Longevity, National University Health System, Singapore
| | - Evelyne Bischof
- Department of Medical Oncology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China; Shanghai University of Medicine and Health Sciences, Shanghai, China; Sheba Longevity Center, Sheba Medical Center, Tel Aviv, Israel.
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Stradford L, Curtis JR, Zueger P, Xie F, Curtis D, Gavigan K, Clinton C, Venkatachalam S, Rivera E, Nowell WB. Wearable activity tracker study exploring rheumatoid arthritis patients' disease activity using patient-reported outcome measures, clinical measures, and biometric sensor data (the wear study). Contemp Clin Trials Commun 2024; 38:101272. [PMID: 38444876 PMCID: PMC10912436 DOI: 10.1016/j.conctc.2024.101272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 02/02/2024] [Accepted: 02/13/2024] [Indexed: 03/07/2024] Open
Abstract
Background Digital health studies using electronic patient reported outcomes (ePROs), wearables, and clinical data to provide a more comprehensive picture of patient health. Methods Newly initiated patients on upadacitinib or adalimumab for RA will be recruited from community settings in the Excellence NEtwork in RheumatoloGY (ENRGY) practice-based research network. Over the period of three to six months, three streams of data will be collected (1) linkable physician-derived data; (2) self-reported daily and weekly ePROs through the ArthritisPower registry app; and (3) biometric sensor data passively collected via wearable. These data will be analyzed to evaluate correlations among the three types of data and patient improvement on the newly initiated medication. Conclusions Results from this study will provide valuable information regarding the relationships between physician data, wearable data, and ePROs in patients newly initiating an RA treatment, and demonstrate the feasibility of digital data capture for Remote Patient Monitoring of patients with rheumatic disease.
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Affiliation(s)
| | - Jeffrey R. Curtis
- University of Alabama at Birmingham, Birmingham, AL, USA
- Illumination Health, Hoover, AL, USA
| | | | | | - David Curtis
- Global Healthy Living Foundation, Upper Nyack, NY, USA
| | - Kelly Gavigan
- Global Healthy Living Foundation, Upper Nyack, NY, USA
| | - Cassie Clinton
- University of Alabama at Birmingham, Birmingham, AL, USA
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Yu-Lefler H, Marsteller J, Hsu YJ, Lindauer S, Riley AW. Investigating the Trajectory and Associated Risk Factors of Clinical Outcomes for Early Childhood Disruptive Behavior Disorders Using Real World Data. Res Child Adolesc Psychopathol 2024:10.1007/s10802-024-01192-y. [PMID: 38557726 DOI: 10.1007/s10802-024-01192-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/25/2024] [Indexed: 04/04/2024]
Abstract
Disruptive behavior disorders (DBDs) are common mental health problems among early childhood American youth that, if poorly managed, pose costly psychological and societal burdens. There is limited real world evidence on how parent management training (PMT) - the evidence-based treatment model of choice - implemented in common practice settings within the United States influences the behavioral progress of early childhood DBDs, and the risk factors associated with poor outcomes. This study used data from a measurement feedback system implemented within a U.S.-based private practice to study how behavioral outcomes change as a function of PMT treatment engagement and associated risk factors for 4-7 year-old children diagnosed with DBDs. Over 50% of patients reached optimal outcomes after 10 appointments. Attending 24-29 appointments provided maximum treatment effect - namely, 75% of patients reaching optimal outcomes by end of treatment. Outcomes attenuate after reaching the maximum effect. Patients also had higher odds of reaching optimal outcomes if they had consistent attendance throughout the treatment course. Notable risk factors associated with lower odds of reaching optimal outcomes included Medicaid insurance-type, greater clinical complexity, and having siblings concurrently in treatment. Increased implementation of systems that monitor and provide feedback on treatment outcomes in U.S.-based practice settings and similar investigations using its data can further enhance 'real world' management of early childhood DBDs among American youth.
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Affiliation(s)
- Helen Yu-Lefler
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.
- Kennedy Krieger Institute, Baltimore, Maryland, USA.
| | - Jill Marsteller
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
- Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| | - Yea-Jen Hsu
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Steven Lindauer
- Kennedy Krieger Institute, Baltimore, Maryland, USA
- Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| | - Anne W Riley
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
- Johns Hopkins School of Medicine, Baltimore, Maryland, USA
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Gil LA, Asti L, Nishimura L, Banks AR, Woodard J, Islam S, Forrest CB, Acker SN, Berman L, Allukian M, Rymeski B, Greenberg S, Kelleher K, Minneci PC. Assessing Alternative Approaches for Wound Closure in a National Pediatric Learning Health System. J Surg Res 2024; 295:783-790. [PMID: 38157730 DOI: 10.1016/j.jss.2023.11.068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 08/17/2023] [Accepted: 11/12/2023] [Indexed: 01/03/2024]
Abstract
INTRODUCTION Our objective was to perform a feasibility study using real-world data from a learning health system (LHS) to describe current practice patterns of wound closure and explore differences in outcomes associated with the use of tissue adhesives and other methods of wound closure in the pediatric surgical population to inform a potentially large study. METHODS A multi-institutional cross-sectional study was performed of a random sample of patients <18 y-old who underwent laparoscopic appendectomy, open or laparoscopic inguinal hernia repair, umbilical hernia repair, or repair of traumatic laceration from January 1, 2019, to December 31, 2019. Sociodemographic and operative characteristics were obtained from 6 PEDSnet (a national pediatric LHS) children's hospitals and OneFlorida Clinical Research Consortium (a PCORnet collaboration across 14 academic health systems). Additional clinical data elements were collected via chart review. RESULTS Of the 692 patients included, 182 (26.3%) had appendectomies, 155 (22.4%) inguinal hernia repairs, 163 (23.6%) umbilical hernia repairs, and 192 (27.8%) traumatic lacerations. Of the 500 surgical incisions, sutures with tissue adhesives were the most frequently used (n = 211, 42.2%), followed by sutures with adhesive strips (n = 176, 35.2%), and sutures only (n = 72, 14.4%). Most traumatic lacerations were repaired with sutures only (n = 127, 64.5%). The overall wound-related complication rate was 3.0% and resumption of normal activities was recommended at a median of 14 d (interquartile ranges 14-14). CONCLUSIONS The LHS represents an efficient tool to identify cohorts of pediatric surgical patients to perform comparative effectiveness research using real-world data to support medical and surgical products/devices in children.
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Affiliation(s)
- Lindsay A Gil
- Center for Surgical Outcomes Research, Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, Ohio; Department of Pediatric Surgery, Nationwide Children's Hospital, The Ohio State University College of Medicine, Columbus, Ohio
| | - Lindsey Asti
- Center for Surgical Outcomes Research, Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, Ohio; Center for Child Health Equity and Outcomes Research, Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, Ohio
| | - Leah Nishimura
- Center for Surgical Outcomes Research, Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, Ohio; Center for Child Health Equity and Outcomes Research, Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, Ohio
| | - Ashley R Banks
- Center for Child Health Equity and Outcomes Research, Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, Ohio
| | - Jennifer Woodard
- Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, Florida
| | - Saleem Islam
- Department of Surgery, University of Florida College of Medicine, Gainesville, Florida
| | - Christopher B Forrest
- Center for Applied Clinical Research, Research Institute at Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Shannon N Acker
- Division of Pediatric Surgery, Children's Hospital Colorado, University of Colorado School of Medicine, Aurora, Colorado
| | - Loren Berman
- Division of Pediatric Surgery, Department of Surgery Nemours Children's Health, Wilmington, Delaware; Department of Surgery, Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Myron Allukian
- Division of Pediatric General, Thoracic and Fetal Surgery, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Beth Rymeski
- Division of Pediatric Surgery, Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Sarah Greenberg
- Division of Pediatric General and Thoracic Surgery, Department of Surgery, University of Washington, Seattle, Washington
| | - Kelly Kelleher
- Center for Child Health Equity and Outcomes Research, Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, Ohio
| | - Peter C Minneci
- Center for Surgical Outcomes Research, Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, Ohio; Department of Pediatric Surgery, Nationwide Children's Hospital, The Ohio State University College of Medicine, Columbus, Ohio; Division of Pediatric Surgery, Department of Surgery Nemours Children's Health, Wilmington, Delaware; Department of Surgery, Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, Pennsylvania.
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Prost D, Bardot T, Baud A, Calvo A, Aumont S, Collado H, Borne J, Rajon O, Ponsot A, Malaterre A, Dahak Y, Magalon G, Sabatier F, Magalon J. Long term improvement of knee osteoarthritis after injection of single high/very high volume of very pure PRP: A retrospective analysis of patients optimally managed in dedicated centers. Regen Ther 2024; 25:203-212. [PMID: 38234679 PMCID: PMC10792744 DOI: 10.1016/j.reth.2023.12.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 11/26/2023] [Accepted: 12/17/2023] [Indexed: 01/19/2024] Open
Abstract
Introduction PRP is gaining increasing interest for pain relief and improvement of joint function in patients with knee osteoarthritis (KOA) but practices and results remain heterogeneous limiting its adoption as standard of care. Current international recommendations are to collect real-life evidence of efficacy with a systematic monitoring of PRP quality and patients' outcomes. We aimed to analyze the response of patients presenting KOA and treated with standardized PRP injection in routine care. We also investigated the potential contributing factors including patient's phenotype and PRP characteristics. Methods Patients with symptomatic KOA and that failed first-line therapy received a single injection of a qualified PRP prepared using medical devices allowing to recover a high/very high volume of very pure PRP. Visual analogue scale (VAS) and Western Ontario and McMaster Osteoarthritis Index (WOMAC) score were recorded at baseline and during 18 months follow-up. Results 431 patients had available follow-up data at 3 months, 291 at 6 months, 137 at 12 months and 44 at 18 months. PRP induced a significant decrease of WOMAC score at all follow up endpoints (29.2 ± 19.2 at 3 months, p < 0.001 and 25.9 ± 19.7 at 12 months, p < 0.01, compared to 39.7 ± 18.9 at baseline). Similar results were observed for pain VAS (38.9 ± 23.3 at 3 months, p < 0.001 and 35.3 ± 24.1 at 12 months, p < 0.05, compared to 56.0 ± 20.7 at baseline). Changes at 12 months were correlated to baseline scores and to the level of improvement at 3 months. The proportion of OMERACT OARSI responders reached 56.2 % for the total cohort and 60.4 % for severe patients at 6 months. Treatment failure occurred for 8.4 % of patients. Age, BMI or Kellgren-Lawrence grade did not impact on efficacy. Conclusion This real-life study evidences the clinical benefit of a standardized high or very high-volume injection of very pure PRP in patients with KOA, including those with a severe grade. It opens perspectives in the positioning of such strategy to delay arthroplasty and provide insights on factors able to anticipate long term efficacy.
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Affiliation(s)
- Didier Prost
- Regenerative Medicine Department of Excellence, Marseille, France
| | - Thomas Bardot
- Regenerative Medicine Department of Excellence, Marseille, France
| | - Alexandre Baud
- Regenerative Medicine Department of Excellence, Marseille, France
| | - Anthony Calvo
- Regenerative Medicine Department of Excellence, Marseille, France
| | - Stephane Aumont
- Regenerative Medicine Department of Excellence, Marseille, France
| | - Herve Collado
- Regenerative Medicine Department of Excellence, Marseille, France
| | - Julien Borne
- Regenerative Medicine Department of Excellence, Lyon, France
| | - Olivier Rajon
- Regenerative Medicine Department of Excellence, Lyon, France
| | - Antoine Ponsot
- Regenerative Medicine Department of Excellence, Lyon, France
| | | | - Yannis Dahak
- Regenerative Medicine Department of Excellence, Marseille, France
| | - Guy Magalon
- Regenerative Medicine Department of Excellence, Marseille, France
| | - Florence Sabatier
- Regenerative Medicine Department of Excellence, Marseille, France
- Cell Therapy Laboratory, Hôpital de la Conception, AP-HM, INSERM CIC BT 1409, Marseille, France
- Aix Marseille Univ, INSERM, INRA, C2VN, Marseille, France
| | - Jeremy Magalon
- Regenerative Medicine Department of Excellence, Marseille, France
- Cell Therapy Laboratory, Hôpital de la Conception, AP-HM, INSERM CIC BT 1409, Marseille, France
- Aix Marseille Univ, INSERM, INRA, C2VN, Marseille, France
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Passamonti F, Corrao G, Castellani G, Mora B, Maggioni G, Della Porta MG, Gale RP. Using real-world evidence in haematology. Best Pract Res Clin Haematol 2024; 37:101536. [PMID: 38490764 DOI: 10.1016/j.beha.2024.101536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 12/26/2023] [Accepted: 01/15/2024] [Indexed: 03/17/2024]
Abstract
Most new drug approvals are based on data from large randomized clinical trials (RCTs). However, there are sometimes contradictory conclusions from seemingly similar trials and generalizability of conclusions from these trials is limited. These considerations explain, in part, the gap between conclusions from data of RCTs and those from registries termed real world data (RWD). Recently, real-world evidence (RWE) from RWD processed by artificial intelligence has received increasing attention. We describe the potential of using RWD in haematology concluding RWE from RWD may complement data from RCTs to support regulatory decisions.
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Affiliation(s)
- Francesco Passamonti
- Università Degli Stu di di Milano, Milan, Italy; Fondazione I.R.C.C.S. Ca' Granda Ospedale Maggiore Policlinico, Milano, Italy
| | - Giovanni Corrao
- Department of Statistics and Quantitative Methods, Laboratory of Healthcare Research & Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy
| | - Gastone Castellani
- Department of Physics and Astronomy, University of Bologna, Bologna, Italy
| | - Barbara Mora
- Hematology, ASST Sette Laghi, Ospedale di Circolo, Varese, Italy
| | - Giulia Maggioni
- Center for Accelerating Leukemia/Lymphoma Research (CALR) - IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Matteo Giovanni Della Porta
- Center for Accelerating Leukemia/Lymphoma Research (CALR) - IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Robert Peter Gale
- Haematology Research Centre, Department of Immunolgy and Inflammation, Imperial College London, London, UK.
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Rittberg R, Decker K, Lambert P, Bravo J, St John P, Turner D, Czaykowski P, Dawe DE. Impact of age, comorbidity, and polypharmacy on receipt of systemic therapy in advanced cancers: A retrospective population-based study. J Geriatr Oncol 2024; 15:101689. [PMID: 38219331 DOI: 10.1016/j.jgo.2023.101689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2023] [Revised: 11/18/2023] [Accepted: 12/12/2023] [Indexed: 01/16/2024]
Abstract
INTRODUCTION Cancer incidence, comorbidity, and polypharmacy increase with age, but the interplay between these factors on receipt of systemic therapy (ST) in advanced cancer has rarely been studied. MATERIALS AND METHODS A retrospective cohort study was conducted including patients aged ≥18 years diagnosed from 2004 to 2015 with multiple myeloma (MM) (all stages), lung cancer (stage IV), and stage III-IV non-Hodgkin's lymphoma (NHL), breast, colorectal (CRC), prostate, or ovarian cancer in Manitoba, Canada. Clinical and administrative health data were used to determine demographic and cancer characteristics, treatment history, comorbidity (Charlson Comorbidity Index [CCI] and Resource Utilization Band [RUB]), and polypharmacy (≥6 medications). Multivariable logistic regression was used to evaluate variable associations with receipt of ST and interaction with age. RESULTS In total, 17,228 patients were diagnosed with advanced cancer. Ages were distributed as follows: 7% <50 years, 16% 50-59 years, 26% 60-69, 26% 70-79, 24% ≥80 years. ST was administered to 50% of patients. Increased age, polypharmacy, and comorbidity each independently decreased the likelihood of receiving ST. Significant interaction effects were found between age at diagnosis with stage of cancer and cancer type. Differences in probability of ST by cancer stage converged as age increased. In multivariable analysis, adjusting for covariates, patients with MM had the highest odds and lung cancer the lowest odds to receive ST. The impact of comorbidity and polypharmacy did not differ meaningfully with increasing age. DISCUSSION Increased age, polypharmacy, and comorbidity were each independently associated with decreased receipt of ST in people with advanced cancers. The impact of comorbidity and polypharmacy did not differ meaningfully with increasing age, while age meaningfully interacted with stage and cancer type.
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Affiliation(s)
- Rebekah Rittberg
- Department of Internal Medicine, University of Manitoba, Winnipeg, Canada; Department of Medical Oncology, BC Cancer, Vancouver, Canada
| | - Kathleen Decker
- CancerCare Manitoba Research Institute, CancerCare Manitoba, Winnipeg, Canada; Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada; Department of Epidemiology and Cancer Registry, CancerCare Manitoba, Winnipeg, Canada
| | - Pascal Lambert
- Department of Epidemiology and Cancer Registry, CancerCare Manitoba, Winnipeg, Canada
| | - Jen Bravo
- Department of Epidemiology and Cancer Registry, CancerCare Manitoba, Winnipeg, Canada
| | - Philip St John
- Section of Geriatric Medicine, Department of Internal Medicine, University of Manitoba, Winnipeg, Canada; Centre on Aging, University of Manitoba, Winnipeg, Canada
| | - Donna Turner
- CancerCare Manitoba Research Institute, CancerCare Manitoba, Winnipeg, Canada; Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada; Department of Epidemiology and Cancer Registry, CancerCare Manitoba, Winnipeg, Canada
| | - Piotr Czaykowski
- Department of Internal Medicine, University of Manitoba, Winnipeg, Canada; Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada; Department of Medical Oncology and Hematology, CancerCare Manitoba, Winnipeg, Canada
| | - David E Dawe
- Department of Internal Medicine, University of Manitoba, Winnipeg, Canada; CancerCare Manitoba Research Institute, CancerCare Manitoba, Winnipeg, Canada; Department of Medical Oncology and Hematology, CancerCare Manitoba, Winnipeg, Canada.
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Laka M, Carter D, Merlin T. Evaluating clinical decision support software (CDSS): challenges for robust evidence generation. Int J Technol Assess Health Care 2024; 40:e16. [PMID: 38328905 DOI: 10.1017/s0266462324000059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2024]
Abstract
OBJECTIVES Computerized clinical decision support software (CDSS) are digital health technologies that have been traditionally categorized as medical devices. However, the evaluation frameworks for traditional medical devices are not well adapted to assess the value and safety of CDSS. In this study, we identified a range of challenges associated with CDSS evaluation as a medical device and investigated whether and how CDSS are evaluated in Australia. METHODS Using a qualitative approach, we interviewed 11 professionals involved in the implementation and evaluation of digital health technologies at national and regional levels. Data were thematically analyzed using both data-driven (inductive) and theory-based (deductive) approaches. RESULTS Our results suggest that current CDSS evaluations have an overly narrow perspective on the risks and benefits of CDSS due to an inability to capture the impact of the technology on the sociotechnical environment. By adopting a static view of the CDSS, these evaluation frameworks are unable to discern how rapidly evolving technologies and a dynamic clinical environment can impact CDSS performance. After software upgrades, CDSS can transition from providing information to specifying diagnoses and treatments. Therefore, it is not clear how CDSS can be monitored continuously when changes in the software can directly affect patient safety. CONCLUSION Our findings emphasize the importance of taking a living health technology assessment approach to the evaluation of digital health technologies that evolve rapidly. There is a role for observational (real-world) evidence to understand the impact of changes to the technology and the sociotechnical environment on CDSS performance.
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Affiliation(s)
- Mah Laka
- Adelaide Health Technology Assessment (AHTA), School of Public Health, University of Adelaide, Adelaide, SA, Australia
| | - Drew Carter
- Adelaide Health Technology Assessment (AHTA), School of Public Health, University of Adelaide, Adelaide, SA, Australia
| | - Tracy Merlin
- Adelaide Health Technology Assessment (AHTA), School of Public Health, University of Adelaide, Adelaide, SA, Australia
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Dayer VW, Drummond MF, Dabbous O, Toumi M, Neumann P, Tunis S, Teich N, Saleh S, Persson U, von der Schulenburg JMG, Malone DC, Salimullah T, Sullivan SD. Real-world evidence for coverage determination of treatments for rare diseases. Orphanet J Rare Dis 2024; 19:47. [PMID: 38326894 PMCID: PMC10848432 DOI: 10.1186/s13023-024-03041-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 01/19/2024] [Indexed: 02/09/2024] Open
Abstract
Health technology assessment (HTA) decisions for pharmaceuticals are complex and evolving. New rare disease treatments are often approved more quickly through accelerated approval schemes, creating more uncertainties about clinical evidence and budget impact at the time of market entry. The use of real-world evidence (RWE), including early coverage with evidence development, has been suggested as a means to support HTA decisions for rare disease treatments. However, the collection and use of RWE poses substantial challenges. These challenges are compounded when considered in the context of treatments for rare diseases. In this paper, we describe the methodological challenges to developing and using prospective and retrospective RWE for HTA decisions, for rare diseases in particular. We focus attention on key elements of study design and analyses, including patient selection and recruitment, appropriate adjustment for confounding and other sources of bias, outcome selection, and data quality monitoring. We conclude by offering suggestions to help address some of the most vexing challenges. The role of RWE in coverage and pricing determination will grow. It is, therefore, necessary for researchers, manufacturers, HTA agencies, and payers to ensure that rigorous and appropriate scientific principles are followed when using RWE as part of decision-making.
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Affiliation(s)
- Victoria W Dayer
- CHOICE Institute, School of Pharmacy, University of Washington, 1959 NE Pacific Street, Seattle, WA, 98195, USA.
| | | | - Omar Dabbous
- Novartis Gene Therapies, Inc., Bannockburn, IL, USA
| | - Mondher Toumi
- Faculty of Medicine, Public Health Department, Aix-Marseille University, Marseille, France
| | | | | | | | - Shadi Saleh
- American University of Beirut, Beirut, Lebanon
| | - Ulf Persson
- The Swedish Institute for Health Economics, Lund, Sweden
| | | | - Daniel C Malone
- Department of Pharmacotherapy, University of Utah, Salt Lake City, UT, USA
| | | | - Sean D Sullivan
- CHOICE Institute, School of Pharmacy, University of Washington, 1959 NE Pacific Street, Seattle, WA, 98195, USA
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11
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Cohen NA, Choi D, Garcia N, Choi NK, Picker E, Krugliak Cleveland N, Cohen RD, Dalal SR, Pekow J, Rubin DT. Real World Clinical Effectiveness and Safety of Ozanimod in the Treatment of Ulcerative Colitis: 1-Year Follow-Up from a Tertiary Center. Dig Dis Sci 2024; 69:579-587. [PMID: 38087126 DOI: 10.1007/s10620-023-08178-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 11/09/2023] [Indexed: 02/15/2024]
Abstract
BACKGROUND Ozanimod is a first-in-class Sphingosine-1-phosphate (S1P) receptor modulator approved for the treatment of moderately to severely active ulcerative colitis (UC). Real world data describing use of ozanimod are limited. AIM To provide 1-year follow-up results of our UC patient cohort treated with ozanimod. METHODS This prospective, observational cohort study includes consecutive patients who initiated ozanimod at the University of Chicago IBD Center between 5/2021 and 12/2022. We collected demographic, clinical, and laboratory data. Clinical disease activity was prospectively assessed using the Simple Clinical Colitis Activity Index. RESULTS Forty-five patients with UC initiated ozanimod therapy and were included in the effectiveness analysis. The median age was 35 years (interquartile range (IQR) 28-52), median disease duration of 6 years (IQR 3-13), 26 (58%) were male, 23 (51%) had extensive colitis, 34 (76%) had previous advanced therapy exposure. Thirty-four patients had clinically active UC at the time of ozanimod initiation; week 10 clinical response and remission rates were 58% and 53%, respectively. By week 52, the rates were 25% for both clinical response and remission. In the 12 (39%) patients with a > 75% reduction in absolute lymphocyte count, numerically greater induction clinical response and remission rates were observed (80% vs 54%, p = 0.4 and 75% vs 53%, p = 0.4, respectively). There were no episodes of symptomatic bradycardia and no other new safety signals. CONCLUSION Ozanimod effectively induced clinical response and remission patients with largely treatment refractory UC, however, had modest long-term effectiveness. The safety profile was favorable with no new signals.
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Affiliation(s)
- Nathaniel A Cohen
- Inflammatory Bowel Disease Center, University of Chicago, 5841 S. Maryland Avenue, MC 4076, Chicago, IL, 60637, USA
| | - David Choi
- Inflammatory Bowel Disease Center, University of Chicago, 5841 S. Maryland Avenue, MC 4076, Chicago, IL, 60637, USA
| | - Nicole Garcia
- Inflammatory Bowel Disease Center, University of Chicago, 5841 S. Maryland Avenue, MC 4076, Chicago, IL, 60637, USA
| | - Natalie K Choi
- Inflammatory Bowel Disease Center, University of Chicago, 5841 S. Maryland Avenue, MC 4076, Chicago, IL, 60637, USA
| | - Emma Picker
- Inflammatory Bowel Disease Center, University of Chicago, 5841 S. Maryland Avenue, MC 4076, Chicago, IL, 60637, USA
| | - Noa Krugliak Cleveland
- Inflammatory Bowel Disease Center, University of Chicago, 5841 S. Maryland Avenue, MC 4076, Chicago, IL, 60637, USA
| | - Russell D Cohen
- Inflammatory Bowel Disease Center, University of Chicago, 5841 S. Maryland Avenue, MC 4076, Chicago, IL, 60637, USA
| | - Sushila R Dalal
- Inflammatory Bowel Disease Center, University of Chicago, 5841 S. Maryland Avenue, MC 4076, Chicago, IL, 60637, USA
| | - Joel Pekow
- Inflammatory Bowel Disease Center, University of Chicago, 5841 S. Maryland Avenue, MC 4076, Chicago, IL, 60637, USA
| | - David T Rubin
- Inflammatory Bowel Disease Center, University of Chicago, 5841 S. Maryland Avenue, MC 4076, Chicago, IL, 60637, USA.
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Surmann B, Witte J, Batram M, Criée CP, Hermann C, Leischker A, Schelling J, Steinmüller M, Wahle K, Heiseke AF, Marijic P. Epidemiology of Pertussis and Pertussis-Related Complications in Adults: A German Claims Data Analysis. Infect Dis Ther 2024; 13:385-399. [PMID: 38294623 PMCID: PMC10904701 DOI: 10.1007/s40121-023-00912-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2023] [Accepted: 12/20/2023] [Indexed: 02/01/2024] Open
Abstract
INTRODUCTION Pertussis is a highly contagious respiratory infection. It affects people of all ages, yet evidence of the impact of pertussis in adults with underlying conditions (UCs) is scarce. This study investigated the incidence and complication rate of pertussis in adult patients with and without UC. METHODS A retrospective analysis was conducted using routinely collected German claims data between 2015 and 2019. Patients with and without different pneumological, cardiovascular, endocrinological, musculoskeletal, and psychological UCs were matched for incidence estimation. Logistic regression models were used to estimate the risk of pertussis depending on the presence of UCs. Negative binomial models were used to assess complication rates in patients with pertussis and with and without UC. RESULTS In total, 4383 patients were diagnosed with pertussis during the study period. Patients with any UC had an increased risk for pertussis compared to matched patients without UC (odds ratio [OR] 1.72; 95% confidence interval [CI]1.60-1.84, p < 0.0001). Underlying asthma had the highest risk of pertussis (OR 2.70; 95% CI 2.50-2.91, p < 0.0001), followed by chronic obstructive pulmonary disease (OR 2.35; 95% CI 2.10-2.60, p < 0.0001) and depression (OR 2.08; 95% CI 1.95-2.22, p < 0.0001). Severe complications occurred in 10.8% of the pertussis cohort (13.4% with UC vs. 9.5% without UC). The UC-attributable effect on the risk of severe pertussis-related complications was significantly increased for any UC (incidence rate ratio [IRR] 1.29, 95% CI 1.19-1.39). The severe complication risk was also increased for patients aged 60+ (IRR 1.59, 95% CI 1.46-1.72). CONCLUSION This study shows that adults with certain UCs have an increased risk for pertussis and are more likely to have complications. These results provide further evidence that pertussis is a relevant and impactful infectious disease in adults with and without certain UC, indicating that these patients need to be considered when developing vaccination recommendations to avoid pertussis and its associated complications. A graphical abstract is available with this article.
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Affiliation(s)
- Bastian Surmann
- Vandage GmbH, Detmolder Straße 30, 33604, Bielefeld, Germany
| | - Julian Witte
- Vandage GmbH, Detmolder Straße 30, 33604, Bielefeld, Germany.
| | - Manuel Batram
- Vandage GmbH, Detmolder Straße 30, 33604, Bielefeld, Germany
| | - Carl Peter Criée
- Department of Sleep and Respiratory Medicine, Evangelical Hospital Goettingen-Weende, Bovenden, Germany
| | - Christiane Hermann
- Department of Clinical Psychology, Justus-Liebig University Giessen, Giessen, Germany
| | - Andreas Leischker
- Department for Geriatrics, Working Group "Vaccination", German Geriatric Society, Cologne, Germany
- Asklepios Hospital Wandsbek, Hamburg, Germany
| | - Jörg Schelling
- Medizinische Klinik IV, Ludwig-Maximilians-University Munich, Munich, Germany
| | | | - Klaus Wahle
- Department of General Medicine, University of Muenster, Muenster, Germany
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13
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Whittaker HR, Torkpour A, Quint J. Eligibility of patients with chronic obstructive pulmonary disease for inclusion in randomised control trials investigating triple therapy: a study using routinely collected data. Respir Res 2024; 25:43. [PMID: 38238769 PMCID: PMC10797743 DOI: 10.1186/s12931-024-02672-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 01/03/2024] [Indexed: 01/22/2024] Open
Abstract
BACKGROUND Randomised control trials (RCTs) with strict eligibility criteria can lead to trial populations not commonly seen in clinical practice. We described the proportion of people with chronic obstructive pulmonary disease (COPD) in England eligible for RCTs investigating treatment with triple therapy. METHODS MEDLINE and Clinicaltrials.gov were searched for RCTs investigating triple therapy and eligibility criteria for each trial were extracted. Using routinely collected primary care data from Clinical Practice Research Datalink Aurum linked with Hospital Episode Statistics, we defined a population of COPD patients registered at a general practice in England, who were ≥ 40 years old, and had a history of smoking. Inclusion date was January 1, 2020. Patients who died earlier or left the general practice were excluded. Eligibility criteria for each RCT was applied to the population of COPD patients and the proportion of patients meeting each trial eligibility criteria were described. RESULTS 26 RCTs investigating triple therapy were identified from the literature. The most common eligibility criteria were post-bronchodilator FEV1% predicted 30-80%, ≥ 2 moderate/≥ 1 severe exacerbations 12-months prior, no moderate exacerbations one-month prior and no severe exacerbations three-months prior, and the use of maintenance therapy or ICS use prior to inclusion. After applying each RCT eligibility criteria to our population of 79,810 COPD patients, a median of 11.2% [interquartile range (IQR) 1.8-17.4] of patients met eligibility criteria. The most discriminatory criteria included the presence exacerbations of COPD and previous COPD related medication use with a median of 67.6% (IQR 8.5-73.4) and 63% (IQR 69.3-38.4) of COPD patients not meeting these criteria, respectively. CONCLUSION Data from these RCTs may not be generalisable to the wider population of people with COPD seen in everyday clinical practice and real-world evidence studies are needed to supplement trials to understand effectiveness in all people with COPD.
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Affiliation(s)
| | - Aria Torkpour
- Imperial College School of Medicine, Imperial College London, London, UK
| | - Jennifer Quint
- School of Public Health, Imperial College London, London, UK
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14
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Lewin S, Langlois EV, Tunçalp Ö, Portela A. Assessing unConventional Evidence (ACE) tool: development and content of a tool to assess the strengths and limitations of 'unconventional' source materials. Health Res Policy Syst 2024; 22:2. [PMID: 38167048 PMCID: PMC10759469 DOI: 10.1186/s12961-023-01080-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 11/23/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND When deciding whether to implement an intervention, decision-makers typically have questions on feasibility and acceptability and on factors affecting implementation. Descriptions of programme implementation and of policies and systems are rich sources of information for these questions. However, this information is often not based on empirical data collected using explicit methods. To use the information in unconventional source materials in syntheses or other decision support products, we need methods of assessing their strengths and limitations. This paper describes the development and content of the Assessing unConventional Evidence (ACE) tool, a new tool to assess the strengths and limitations of these sources. METHODS We developed the ACE tool in four stages: first, we examined existing tools to identify potentially relevant assessment criteria. Second, we drew on these criteria and team discussions to create a first draft of the tool. Third, we obtained feedback on the draft from potential users and methodologists, and through piloting the tool in evidence syntheses. Finally, we used this feedback to iteratively refine the assessment criteria and to improve our guidance for undertaking the assessment. RESULTS The tool is made up of 11 criteria including the purpose and context of the source; the completeness of the information presented; and the extent to which evidence is provided to support the findings made. Users are asked to indicate whether each of the criteria have been addressed. On the basis of their judgements for each criterion, users then make an overall assessment of the limitations of the source, ranging from no or very minor concerns to serious concerns. These assessments can then facilitate appropriate use of the evidence in decision support products. CONCLUSIONS Through focussing on unconventional source materials, the ACE tool fills an important gap in the range of tools for assessing the strengths and limitations of policy-relevant evidence and supporting evidence-informed decision-making.
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Affiliation(s)
- Simon Lewin
- Department of Health Sciences Ålesund, Norwegian University of Science and Technology, Ålesund, Norway.
- Centre for Epidemic Interventions Research (CEIR), Norwegian Institute of Public Health, Oslo, Norway.
- Health Systems Research Unit, South African Medical Research Council, Cape Town, South Africa.
| | - Etienne V Langlois
- Partnership for Maternal, Newborn & Child Health (PMNCH), World Health Organization, Geneva, Switzerland
| | - Özge Tunçalp
- UNDP/UNFPA/UNICEF/WHO/World Bank Special Programme of Research, Development and Research Training in Human Reproduction (HRP), Department of Sexual and Reproductive Health and Research, World Health Organization, Geneva, Switzerland
| | - Anayda Portela
- Department of Maternal, Newborn, Child and Adolescent Health and Ageing, World Health Organization, Geneva, Switzerland
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15
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Abdelmannan D, AlBuflasa M, Ajlouni H, Zidan M, Rahman F, Farooqi MH, Enrique Caballero A. Institutional experience on the impact of glucagon-like peptide-1 agonists (GLP-1) on glycemic control and weight loss in patients with type 2 diabetes at the Dubai Diabetes Center, United Arab Emirates. Diabetes Res Clin Pract 2024; 207:111045. [PMID: 38070546 DOI: 10.1016/j.diabres.2023.111045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Revised: 11/30/2023] [Accepted: 12/05/2023] [Indexed: 02/10/2024]
Abstract
AIMS To describe the effect of three classes of GLP1 analogues on HbA1c and weight over one year in a homogenous group of patients at the Dubai Diabetes Center in Dubai, United Arab Emirates. The specific objectives are to study the extent of change in HbA1c and weight loss on these medications as well as the sustainability of change over one year. METHODS A retrospective audit of patients diagnosed Type 2 diabetes receiving one of the three following GLP-1 agonists (Exenatide LA 2 mg weekly, liraglutide 1.8 mg once daily, Dulaglutide 1.5 mg) over one year and documenting changes in HbA1c and weight at 3-, 6-, 9-, and 12-months intervals. RESULTS The study shows that while there was significant reduction in HbA1c and weight in the first 3 months, this change was not clinically significant. Also, the change was not maintained at the end of the year. By the final quarter, the effect of the medication diminishes, accompanied by a partial regain of weight. CONCLUSION GLP1 agonists favorable initial effect on HbA1c and weight may not be sustainable beyond a certain period. The exact reason and factors contributing to this need further exploration.
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Affiliation(s)
- Dima Abdelmannan
- Dubai Diabetes Center, Dubai Health, Dubai, United Arab Emirates.
| | - Manal AlBuflasa
- Dubai Diabetes Center, Dubai Health, Dubai, United Arab Emirates
| | - Heitham Ajlouni
- Dubai Diabetes Center, Dubai Health, Dubai, United Arab Emirates
| | - Marwan Zidan
- Dubai Diabetes Center, Dubai Health, Dubai, United Arab Emirates
| | - Farya Rahman
- Zayed Military Hospital, Abu Dhabi, United Arab Emirates
| | | | - A Enrique Caballero
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United Arab Emirates
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16
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Schina A, Pedersen S, Spenning AL, Laursen OK, Pedersen C, Haslund CA, Schmidt H, Bastholt L, Svane IM, Ellebaek E, Donia M. Sustained improved survival of patients with metastatic melanoma after the introduction of anti-PD-1-based therapies. Eur J Cancer 2023; 195:113392. [PMID: 37924648 DOI: 10.1016/j.ejca.2023.113392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Revised: 10/12/2023] [Accepted: 10/16/2023] [Indexed: 11/06/2023]
Abstract
BACKGROUND The introduction of modern therapies improved the median survival of patients with metastatic melanoma (MM). Here, we determined the real-world impact of modern treatments on the long-term survival of MM. METHODS In a population-based study, we extracted all cases of MM diagnosed in four non-consecutive years marked by major changes in available 1st line treatments (2012, 2014, 2016, and 2018) from the Danish MM Database. Patients were grouped into "trial-like" and "trial-excluded" based on common trial eligibility criteria. RESULTS We observed a sustained improved survival of "trial-like" patients diagnosed in 2016 or in 2018, compared to 2012 or 2014, but no major differences in 2018 versus 2016. In contrast, while survival of "trial-excluded" patients in 2016 was better compared to 2014 and 2012, survival in 2018 was improved over all previous years. We then developed a prognostic model based on multivariable stratified Cox regression, to predict the survival of newly diagnosed MM patients. Internal validation showed excellent discrimination and calibration, with a time-area-under-the-curve above 0.79 at multiple time horizons, for up to four years after diagnosis. CONCLUSIONS The introduction of modern treatments such as anti-PD-1 has led to a sustained, improved survival of real-world patients with MM, regardless of their eligibility for clinical trials. We provide an updateable prognostic model that can be used to improve patient information. Overall, these data highlight a positive population-based impact of modern treatments and can help health technology assessment agencies worldwide to evaluate the appropriateness of drug pricing based on known cost-benefit data.
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Affiliation(s)
- Aimilia Schina
- National Center for Cancer Immune Therapy, Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | - Sidsel Pedersen
- National Center for Cancer Immune Therapy, Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | | | | | - Cecilia Pedersen
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark
| | | | - Henrik Schmidt
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - Lars Bastholt
- Department of Oncology, Odense University Hospital, Odense, Denmark
| | - Inge Marie Svane
- National Center for Cancer Immune Therapy, Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | - Eva Ellebaek
- National Center for Cancer Immune Therapy, Department of Oncology, Copenhagen University Hospital, Herlev, Denmark.
| | - Marco Donia
- National Center for Cancer Immune Therapy, Department of Oncology, Copenhagen University Hospital, Herlev, Denmark.
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17
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Desai A, Smith CJ, Ashara Y, Orme JJ, Zanwar S, Potter A, Hocum C, Moffett JN, Schwecke AJ, Manochakian R, Lou Y, Zhao Y, Ernani V, Savvides P, Molina J, Dimou A, Mansfield AS, Parikh K, Leventakos K. Real-World Outcomes With Lurbinectedin in Second-Line Setting and Beyond for Extensive Stage Small Cell Lung Cancer. Clin Lung Cancer 2023; 24:689-695.e1. [PMID: 37880074 DOI: 10.1016/j.cllc.2023.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 09/06/2023] [Accepted: 09/06/2023] [Indexed: 10/27/2023]
Abstract
BACKGROUND Lurbinectedin has emerged as a potential treatment option for relapsed small cell lung cancer (SCLC). While clinical trials have demonstrated its efficacy and safety, real-world data are limited. This study aimed to evaluate the safety and efficacy of lurbinectedin in a real-world setting, focusing on its use as a second-line agent and beyond in SCLC patients. METHODS A retrospective analysis was conducted on 90 patients who received lurbinectedin between June 2020 and June 2022 within the Mayo Clinic Health System. Of these, 50 patients received lurbinectedin as a second-line agent, and 14 patients received it as a third-line or later agent. The primary outcomes assessed were overall survival (OS), progression-free survival (PFS), and treatment-related adverse events. RESULTS Lurbinectedin was generally well tolerated in this real-world cohort, with a median OS of 5.1 months in the second-line cohort and 5.6 months in the third-line or later cohort. Median PFS was 2.1 months in the second-line cohort and 3.4 months in the third-line or later cohort. Adverse events were manageable, with the most common being neutropenia, anemia, fatigue, and febrile neutropenia. No treatment-related deaths or grade 5 toxicities were reported. CONCLUSION This real-world study provides valuable insights into the safety and efficacy of lurbinectedin in relapsed SCLC. Lurbinectedin demonstrated modest efficacy and a comparable safety profile to that observed in clinical trials. However, outcomes for relapsed SCLC remain suboptimal, particularly for patients with a shorter chemotherapy-free interval and central nervous system metastases.
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Affiliation(s)
- Aakash Desai
- Division of Medical Oncology, Mayo Clinic, Rochester, MN
| | - Caleb J Smith
- Division of Medical Oncology, Mayo Clinic, Rochester, MN
| | - Yash Ashara
- Division of Medical Oncology, Mayo Clinic, Rochester, MN
| | - Jacob J Orme
- Division of Medical Oncology, Mayo Clinic, Rochester, MN
| | - Saurabh Zanwar
- Division of Medical Oncology, Mayo Clinic, Rochester, MN
| | - Ashley Potter
- Division of Medical Oncology, Mayo Clinic, Rochester, MN
| | - Craig Hocum
- Division of Medical Oncology, Mayo Clinic, Rochester, MN
| | | | | | | | - Yanyan Lou
- Department of Medicine, Division of Hematology/Oncology, Mayo Clinic, Jacksonville, FL
| | - Yujie Zhao
- Department of Medicine, Division of Hematology/Oncology, Mayo Clinic, Jacksonville, FL
| | | | - Panos Savvides
- Department of Medical Oncology, Mayo Clinic, Scottsdale, AZ
| | - Julian Molina
- Division of Medical Oncology, Mayo Clinic, Rochester, MN
| | | | | | - Kaushal Parikh
- Division of Medical Oncology, Mayo Clinic, Rochester, MN
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Bittrich M, Hetterich R, Solimando AG, Krebs M, Loda S, Danhof S, Anton S, Zhou X, Kerscher A, Beilhack A, Kortüm KM, Rasche L, Einsele H, Knop S, Hartmann S. Does medication-related osteonecrosis of the jaw affect survival of patients with Multiple Myeloma?: Exploring a large single center database using artificial intelligence. Clin Exp Med 2023; 23:5215-5226. [PMID: 37805620 PMCID: PMC10725344 DOI: 10.1007/s10238-023-01100-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 05/23/2023] [Indexed: 10/09/2023]
Abstract
In addition to randomized clinical trials, consideration of Real-World Evidence is necessary for mirroring clinical reality. However, processing such evidence for large numbers of patients often requires considerable time and effort. This is particularly true for rare tumor diseases such as multiple myeloma (MM) or for adverse effects that occur even more rarely. In such cases, artificial intelligence is able to efficiently detect patients with rare conditions. One of these rare adverse events, and the most discussed, following bone protective treatment in MM is medication-related osteonecrosis of the jaw (MRONJ). The association of bone protective treatment to MM outcome has been intensively studied. However, the impact of MRONJ resulting from such treatment on MM prognosis and outcome is poorly understood. In this retrospective study, we therefore investigated the long-term effects of MRONJ. We used natural language processing (NLP) to screen individual data of 2389 MM patients to find 50 out of 52 patients with MRONJ matching our inclusion criteria. To further improve data quality, we then performed propensity score matching. In comparison to MM patients without MRONJ, we found a significantly longer overall survival (median 126 vs. 86 months) despite slightly worse clinical features.
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Affiliation(s)
- Max Bittrich
- Department of Internal Medicine II, University Hospital Würzburg, 97080, Würzburg, Germany.
| | - Regina Hetterich
- Department of Internal Medicine II, University Hospital Würzburg, 97080, Würzburg, Germany
| | - Antonio G Solimando
- Department of Biomedical Sciences and Human Oncology, Section of Internal Medicine 'G. Baccelli', University of Bari Medical School Bari, 70124, Bari, Italy
| | - Markus Krebs
- Comprehensive Cancer Center Mainfranken, 97080, Würzburg, Germany
| | - Sophia Loda
- Department of Internal Medicine II, University Hospital Würzburg, 97080, Würzburg, Germany
| | - Sophia Danhof
- Department of Internal Medicine II, University Hospital Würzburg, 97080, Würzburg, Germany
| | - Straub Anton
- Department of Oral and Maxillofacial Plastic Surgery, University Hospital Würzburg, 97070, Würzburg, Germany
| | - Xiang Zhou
- Department of Internal Medicine II, University Hospital Würzburg, 97080, Würzburg, Germany
| | | | - Andreas Beilhack
- Department of Internal Medicine II, University Hospital Würzburg, 97080, Würzburg, Germany
- Department of Biomedical Sciences and Human Oncology, Section of Internal Medicine 'G. Baccelli', University of Bari Medical School Bari, 70124, Bari, Italy
| | - K Martin Kortüm
- Department of Internal Medicine II, University Hospital Würzburg, 97080, Würzburg, Germany
| | - Leo Rasche
- Department of Internal Medicine II, University Hospital Würzburg, 97080, Würzburg, Germany
| | - Hermann Einsele
- Department of Internal Medicine II, University Hospital Würzburg, 97080, Würzburg, Germany
| | - Stefan Knop
- Department of Internal Medicine 5, Hematology and Oncology, University Hospital of Paracelsus Medical Private University, 90419, Nuremberg, Germany
| | - Stefan Hartmann
- Department of Oral and Maxillofacial Plastic Surgery, University Hospital Würzburg, 97070, Würzburg, Germany
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Lee YS, Lee YJ, Ha IH. Real-world data analysis on effectiveness of integrative therapies: A practical guide to study design and data analysis using healthcare databases. Integr Med Res 2023; 12:101000. [PMID: 37953753 PMCID: PMC10637915 DOI: 10.1016/j.imr.2023.101000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 10/17/2023] [Accepted: 10/18/2023] [Indexed: 11/14/2023] Open
Abstract
Real world data (RWD) is increasingly used to investigate health outcomes and treatment efficacy in the field of integrative medicine. Due to the fact that the majority of RWDs are not intended for research, their secondary use in research necessitates complex study designs to account for bias and confounding. To conduct a robust analysis of RWD in integrative medicine, a comprehensive study design process that reflects the characteristics of integrative therapies is necessary. In this paper, we present a guide for designing comparative effectiveness RWE research in integrative medicine. We discuss key factors to consider when selecting RWDs for research on integrative medicine. We provide practical steps for developing a research question, formulating the PICOT objectives (population, intervention, comparator, outcome, and time horizon), and selecting and defining covariates with a summary table. Specific study designs are depicted with corresponding diagrams. Finally, data analysis procedures are introduced. We hope this article clarifies the importance of RWE research design and related processes in order to improve the rigor of RWD studies in the field of integrative medicine research.
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Affiliation(s)
- Ye-Seul Lee
- Jaseng Spine and Joint Research Institute, Jaseng Medical Foundation, Seoul, Korea
| | - Yoon Jae Lee
- Jaseng Spine and Joint Research Institute, Jaseng Medical Foundation, Seoul, Korea
| | - In-Hyuk Ha
- Jaseng Spine and Joint Research Institute, Jaseng Medical Foundation, Seoul, Korea
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Angulo FJ, Zhang P, Halsby K, Kelly P, Pilz A, Madhava H, Moïsi JC, Jodar L. A systematic literature review of the effectiveness of tick-borne encephalitis vaccines in Europe. Vaccine 2023; 41:6914-6921. [PMID: 37858450 DOI: 10.1016/j.vaccine.2023.10.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 10/04/2023] [Accepted: 10/05/2023] [Indexed: 10/21/2023]
Abstract
BACKGROUND Tick-borne encephalitis (TBE) is an infectious disease caused by the tick-borne encephalitis virus (TBEV) in patients with symptoms of central nervous system (CNS) inflammation. More than 25 European countries have one or more TBE-endemic areas. Although two TBE vaccines, FSME-IMMUN® and Encepur®, are commonly used in Europe, there are no published reviews of the real-world effectiveness of TBE vaccines in Europe or elsewhere. METHODS We searched PubMed for TBE vaccine effectiveness (VE) articles and extracted information on country, study design, study period, study population, number of TBEV-infected cases, number of participants, and VE against TBEV infection and outcomes. RESULTS We identified 13 studies, conducted in Austria, the Czech Republic, Latvia, Germany, and Switzerland, published in 2003-2023. One study was a cohort investigation of a milk-borne outbreak. In the other studies, 11 (91.7%) used the screening method and two (16.7%) used a case-control design (one study used both). TBE vaccines were highly effective (VE estimates >92%) against TBEV infection in all age groups. Vaccines were also highly protective against mild infections (i.e., infections in patients without symptoms of CNS inflammation), and against infections resulting in TBE and hospitalization. Vaccines were also highly protective against the most serious outcomes such as hospitalization greater than 12 days. Product-specific VE estimates were also high, though limited data were available. Studies in Austria, the Czech Republic, Latvia, and Switzerland estimated that TBE vaccines prevented >1,000 TBE cases a year, avoiding many hospitalizations and deaths, in these countries combined. CONCLUSIONS Published VE studies demonstrate a high real-world effectiveness of the commercially available TBE vaccines in Europe. Although cases averted have been estimated in only four countries, TBE vaccination prevents thousands of cases in Europe each year. To prevent life-threatening TBE, TBE vaccine uptake and compliance with the vaccination schedule should be increased in residents of, and travelers to, TBE-endemic countries in Europe.
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Affiliation(s)
- Frederick J Angulo
- Vaccines, Antivirals, and Evidence Generation, Pfizer Biopharma, Collegeville, PA, United States.
| | - Pingping Zhang
- Medical Affairs Evidence Generation Statistics, Pfizer Research and Development, Collegeville, PA, United States.
| | - Kate Halsby
- Vaccines, Antivirals, and Evidence Generation, Pfizer Biopharma, London, England.
| | - Patrick Kelly
- Vaccines, Antivirals, and Evidence Generation, Pfizer Biopharma, Collegeville, PA, United States.
| | - Andreas Pilz
- Vaccines, Antivirals, and Evidence Generation, Pfizer Biopharma, Vienna, Austria.
| | - Harish Madhava
- Vaccines, Antivirals, and Evidence Generation, Pfizer Biopharma, London, England.
| | - Jennifer C Moïsi
- Vaccines, Antivirals, and Evidence Generation, Pfizer Biopharma, Paris, France.
| | - Luis Jodar
- Vaccines, Antivirals, and Evidence Generation, Pfizer Biopharma, Collegeville, PA, United States.
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21
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Geissler J, Makaroff LE, Söhlke B, Bokemeyer C. Precision oncology medicines and the need for real world evidence acceptance in health technology assessment: Importance of patient involvement in sustainable healthcare. Eur J Cancer 2023; 193:113323. [PMID: 37748397 DOI: 10.1016/j.ejca.2023.113323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 08/24/2023] [Accepted: 08/30/2023] [Indexed: 09/27/2023]
Abstract
Precision oncology has made remarkable strides in improving clinical outcomes, offering hope to patients with historically difficult-to-treat, as well as rare or neglected cancers. However, despite rapid advancement, precision oncology has reached a critical juncture, where patient access to these life-saving medicines may be hampered by strict requirements by Health Technology Assessment (HTA) bodies for randomised controlled trials (RCTs) for assessing new medicines against appropriate comparator. The very nature of precision oncology-matching a tumour's unique molecular alterations to targeted therapies predicted to elicit response-can make the use of RCTs very difficult, as only a very small number of patients might qualify for a given therapy within a traditional clinical trial setting. Real-world evidence (RWE) has been accepted for regulatory decision-making but has yet to reach widespread acceptance by HTA bodies. As the oncology treatment landscape has evolved towards favouring the concept of precision oncology, there is a growing need for flexibility in the way HTA bodies evaluate new medicines. We must acknowledge that current assessment methodologies can limit access to life-changing medicines for many patients who have no alternative options and that a growing number of precision oncology medicines with proven clinical benefits in rare tumours cannot be reasonably evaluated using traditional methodologies. The objectives of this paper are to advocate a change in mindset regarding best practices in drug assessment models and to propose alternative approaches when considering indications for which RWE is the most compelling data source available.
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Affiliation(s)
| | - Lydia E Makaroff
- World Bladder Cancer Patient Coalition, Brussels, Belgium; Fight Bladder Cancer, Oxfordshire, UK
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22
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Agustí A, Cereza G, de Abajo FJ, Maciá MA, Sacristán JA. Clinical pharmacology facing the real-world setting: Pharmacovigilance, pharmacoepidemiology and the economic evaluation of drugs. Pharmacol Res 2023; 197:106967. [PMID: 37865127 DOI: 10.1016/j.phrs.2023.106967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 10/15/2023] [Accepted: 10/18/2023] [Indexed: 10/23/2023]
Abstract
Traditionally, clinical pharmacology has focused its activities on drug-organism interaction, from an individual or collective perspective. Drug efficacy assessment by performing randomized clinical trials and analysis of drug use in clinical practice by carrying out drug utilization studies have also been other areas of interest. From now on, Clinical pharmacology should move from the analysis of the drug-individual interaction to the analysis of the drug-individual-society interaction. It should also analyze the clinical and economic consequences of the use of drugs in the conditions of normal clinical practice, beyond clinical trials. The current exponential technological development that facilitates the analysis of real-life data offers us a golden opportunity to move to all these other areas of interest. This review describes the role that clinical pharmacology has played at the beginning and during the evolution of pharmacovigilance, pharmacoepidemiology and economic drug evaluations in Spain. In addition, the challenges that clinical pharmacology is going to face in the following years in these three areas are going to be outlined too.
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Affiliation(s)
- Antonia Agustí
- Clinical Pharmacology Service, Vall Hebron University Hospital and Department of Pharmacology, Therapeutics and Toxicology, Universitat Autònoma de Barcelona, Bellaterra, Barcelona, Spain
| | - Gloria Cereza
- Catalan Centre of Pharmacovigilance. Directorate-General for Healthcare Planning and Regulation, Ministry of Health, Government of Catalonia, and Department of Pharmacology, Therapeutics and Toxicology, Universitat Autònoma de Barcelona, Bellaterra, Barcelona, Spain
| | - Francisco J de Abajo
- Department of Biomedical Sciences, University of Alcalá (IRYCIS) and Unit of Clinical Pharmacology, University Hospital Príncipe de Asturias, Alcalá de Henares, Madrid, Spain
| | - Miguel A Maciá
- Division of Pharmacoepidemology and Pharmacovigilance, Spanish Agency for Medicines and Medical Devices, Spain
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23
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Rosa AC, Finocchietti M, Agabiti N, Menè P, Bracaccia ME, Bellini A, Massari M, Spila Alegiani S, Masiero L, Bedeschi G, Cardillo M, Lucenteforte E, Piccolo G, Leoni O, Ferroni E, Pierobon S, Nordio M, Ledda S, Garau D, Davoli M, Addis A, Belleudi V. Determinants of immunosuppressive therapy in renal transplant recipients: an Italian observational study (the CESIT project). BMC Nephrol 2023; 24:320. [PMID: 37891504 PMCID: PMC10604923 DOI: 10.1186/s12882-023-03325-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Accepted: 09/06/2023] [Indexed: 10/29/2023] Open
Abstract
BACKGROUND Very scanty evidence is available on factors influencing the choice of immunosuppressive drug therapy after kidney transplantation. METHODS An Italian multiregional real-world study was conducted integrating national transplant information system and claims data. All patients undergoing kidney transplantation for the first time during 2009-2019 (incident patients) were considered. Multilevel logistic models were used to estimate Odds Ratio (OR) and corresponding 95% Confidence intervals. Factors with statistically significance were identified as characteristics associated with treatment regimens: cyclosporin-CsA vs tacrolimus-Tac and, within the latter group, mTOR inhibitors vs mycophenolate-MMF. RESULTS We identified 3,622 kidney patients undergoing transplantation in 17 hospitals located in 4 Italian regions, 78.3% was treated with TAC-based therapy, of which 78% and 22% in combination with MMF and mTOR, respectively. For both comparison groups, the choice of immunosuppressive regimens was mostly guided by standard hospital practices. Only few recipient and donor characteristics were found associated with specific regimen (donor/receipt age, immunological risk and diabetes). CONCLUSIONS The choice of post-renal transplant immunosuppressive therapy seems to be mostly driven by standard Centre practices, while only partially based on patient's characteristics and recognized international guidelines.
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Affiliation(s)
- Alessandro C Rosa
- Department of Epidemiology, Lazio Regional Health Service, ASL Roma 1, Via Cristoforo Colombo, 112, 00147, Rome, Italy
| | - Marco Finocchietti
- Department of Epidemiology, Lazio Regional Health Service, ASL Roma 1, Via Cristoforo Colombo, 112, 00147, Rome, Italy
| | - Nera Agabiti
- Department of Epidemiology, Lazio Regional Health Service, ASL Roma 1, Via Cristoforo Colombo, 112, 00147, Rome, Italy
| | - Paolo Menè
- Department of Clinical Sciences, Division of Nephrology, University of Rome La Sapienza, Sant'Andrea University Hospital, Rome, Italy
| | - Maria Elena Bracaccia
- Department of Clinical Sciences, Division of Nephrology, University of Rome La Sapienza, Sant'Andrea University Hospital, Rome, Italy
| | - Arianna Bellini
- Department of Epidemiology, Lazio Regional Health Service, ASL Roma 1, Via Cristoforo Colombo, 112, 00147, Rome, Italy
| | - Marco Massari
- National Centre for Drug Research and Evaluation, Istituto Superiore Di Sanità, Rome, Italy
| | | | - Lucia Masiero
- Italian National Transplant Centre, Istituto Superiore Di Sanità, Rome, Italy
| | - Gaia Bedeschi
- Italian National Transplant Centre, Istituto Superiore Di Sanità, Rome, Italy
| | - Massimo Cardillo
- Italian National Transplant Centre, Istituto Superiore Di Sanità, Rome, Italy
| | - Ersilia Lucenteforte
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | | | - Olivia Leoni
- Department of Health of Lombardy Region, Epidemiology Observatory, Milan, Italy
| | | | | | | | - Stefano Ledda
- General Directorate for Health, Sardinia Region, Cagliari, Italy
| | - Donatella Garau
- General Directorate for Health, Sardinia Region, Cagliari, Italy
| | - Marina Davoli
- Department of Epidemiology, Lazio Regional Health Service, ASL Roma 1, Via Cristoforo Colombo, 112, 00147, Rome, Italy
| | - Antonio Addis
- Department of Epidemiology, Lazio Regional Health Service, ASL Roma 1, Via Cristoforo Colombo, 112, 00147, Rome, Italy
| | - Valeria Belleudi
- Department of Epidemiology, Lazio Regional Health Service, ASL Roma 1, Via Cristoforo Colombo, 112, 00147, Rome, Italy.
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Loucera C, Carmona R, Esteban-Medina M, Bostelmann G, Muñoyerro-Muñiz D, Villegas R, Peña-Chilet M, Dopazo J. Real-world evidence with a retrospective cohort of 15,968 COVID-19 hospitalized patients suggests 21 new effective treatments. Virol J 2023; 20:226. [PMID: 37803348 PMCID: PMC10559601 DOI: 10.1186/s12985-023-02195-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 09/27/2023] [Indexed: 10/08/2023] Open
Abstract
PURPOSE Despite the extensive vaccination campaigns in many countries, COVID-19 is still a major worldwide health problem because of its associated morbidity and mortality. Therefore, finding efficient treatments as fast as possible is a pressing need. Drug repurposing constitutes a convenient alternative when the need for new drugs in an unexpected medical scenario is urgent, as is the case with COVID-19. METHODS Using data from a central registry of electronic health records (the Andalusian Population Health Database), the effect of prior consumption of drugs for other indications previous to the hospitalization with respect to patient outcomes, including survival and lymphocyte progression, was studied on a retrospective cohort of 15,968 individuals, comprising all COVID-19 patients hospitalized in Andalusia between January and November 2020. RESULTS Covariate-adjusted hazard ratios and analysis of lymphocyte progression curves support a significant association between consumption of 21 different drugs and better patient survival. Contrarily, one drug, furosemide, displayed a significant increase in patient mortality. CONCLUSIONS In this study we have taken advantage of the availability of a regional clinical database to study the effect of drugs, which patients were taking for other indications, on their survival. The large size of the database allowed us to control covariates effectively.
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Affiliation(s)
- Carlos Loucera
- Computational Medicine Platform, Andalusian Public Foundation Progress and Health-FPS, Sevilla, Spain
- Institute of Biomedicine of Seville, IBiS, University Hospital Virgen del Rocío/CSIC/University of Seville, Sevilla, Spain
| | - Rosario Carmona
- Computational Medicine Platform, Andalusian Public Foundation Progress and Health-FPS, Sevilla, Spain
- Institute of Biomedicine of Seville, IBiS, University Hospital Virgen del Rocío/CSIC/University of Seville, Sevilla, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), FPS. Hospital Virgen del Rocio, Sevilla, Spain
| | - Marina Esteban-Medina
- Computational Medicine Platform, Andalusian Public Foundation Progress and Health-FPS, Sevilla, Spain
- Institute of Biomedicine of Seville, IBiS, University Hospital Virgen del Rocío/CSIC/University of Seville, Sevilla, Spain
| | - Gerrit Bostelmann
- Computational Medicine Platform, Andalusian Public Foundation Progress and Health-FPS, Sevilla, Spain
| | - Dolores Muñoyerro-Muñiz
- Subdirección Técnica Asesora de Gestión de la Información. Servicio Andaluz de Salud, Sevilla, Spain
| | - Román Villegas
- Subdirección Técnica Asesora de Gestión de la Información. Servicio Andaluz de Salud, Sevilla, Spain
| | - María Peña-Chilet
- Computational Medicine Platform, Andalusian Public Foundation Progress and Health-FPS, Sevilla, Spain
- Institute of Biomedicine of Seville, IBiS, University Hospital Virgen del Rocío/CSIC/University of Seville, Sevilla, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), FPS. Hospital Virgen del Rocio, Sevilla, Spain
| | - Joaquín Dopazo
- Computational Medicine Platform, Andalusian Public Foundation Progress and Health-FPS, Sevilla, Spain.
- Institute of Biomedicine of Seville, IBiS, University Hospital Virgen del Rocío/CSIC/University of Seville, Sevilla, Spain.
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), FPS. Hospital Virgen del Rocio, Sevilla, Spain.
- FPS/ELIXIR-ES, Fundación Progreso y Salud (FPS), CDCA, Hospital Virgen del Rocio, Sevilla, Spain.
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Roth Y, Hanlon CA, Pell G, Zibman S, Harmelech T, Muir OS, MacMillan C, Prestley T, Purselle DC, Knightly T, Tendler A. Real world efficacy and safety of various accelerated deep TMS protocols for major depression. Psychiatry Res 2023; 328:115482. [PMID: 37738684 DOI: 10.1016/j.psychres.2023.115482] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 09/02/2023] [Accepted: 09/12/2023] [Indexed: 09/24/2023]
Abstract
There is growing interest in accelerated rTMS dosing regimens, wherein multiple sessions of rTMS are applied per day. This Phase IV study evaluated the safety, efficacy, and durability of various accelerated Deep TMS protocols used in clinical practice. Data were aggregated from 111 patients with major depressive disorder (MDD) at 4 sites. Patients received one of several accelerated Deep TMS protocols (2x/day, 3x/day, 5x/day, 10x/day). Self-assessment questionnaires (PHQ-9, BDI-II) and clinician-based rating scales (HDRS-21, MADRS) were collected. On average, accelerated TMS led to an 80.2% response and 50.5% remission rate in the first month based on the most rated scale for each patient. There was no significant difference between protocols (Response: 2x/day:89.6%; 3x/day:75%; 5x/day:81%; 10x/day:67.6%). Response occurred after 10 (3x/day), 20 (5x/day), and 31 sessions (10x/day) on average- all of which occur on day 3-4 of treatment. Of patients with longer term follow up, durability was found in 86.7% (n = 30; 60 days) and 92.9% (n = 14; 180 days). The protocols were well-tolerated with no reported serious adverse events. Accelerated Deep TMS protocols are found to be safe, effective therapeutic options for MDD. They offer treatment resistant patients a treatment option with a rapid onset of action and with long durability.
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Affiliation(s)
- Yiftach Roth
- BrainsWay Ltd. Jerusalem, Israel & Burlington, Suite 405, Burlington, MA 01803, United States; Ben Gurion University, Department of Life Sciences, Beer Sheba, Israel
| | - Colleen A Hanlon
- BrainsWay Ltd. Jerusalem, Israel & Burlington, Suite 405, Burlington, MA 01803, United States; Wake Forest University School of Medicine, Winston Salem, NC, United States
| | - Gaby Pell
- BrainsWay Ltd. Jerusalem, Israel & Burlington, Suite 405, Burlington, MA 01803, United States; Ben Gurion University, Department of Life Sciences, Beer Sheba, Israel
| | - Samuel Zibman
- BrainsWay Ltd. Jerusalem, Israel & Burlington, Suite 405, Burlington, MA 01803, United States
| | - Tal Harmelech
- BrainsWay Ltd. Jerusalem, Israel & Burlington, Suite 405, Burlington, MA 01803, United States
| | - Owen S Muir
- Fermata, 58N, 9th St. #103 Brooklyn, NY, United States
| | - Carlene MacMillan
- Fermata, 58N, 9th St. #103 Brooklyn, NY, United States; Osmind, Inc, 3130 20th St Suite 250, San Francisco, CA, United States
| | - Tim Prestley
- Novus TMS, 2201 Jack Warner Pkwy Tuscaloosa, AL, United States
| | - David C Purselle
- Rejuvenate TMS, 652 Bellemeade Ave NW, Atlanta, GA, United States
| | - Thomas Knightly
- Evolve Brain Health, 1055 Summer St. #2 Stamford, CT, United States
| | - Aron Tendler
- BrainsWay Ltd. Jerusalem, Israel & Burlington, Suite 405, Burlington, MA 01803, United States; Ben Gurion University, Department of Life Sciences, Beer Sheba, Israel.
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Bufford T, Aralis H, Kataoka S, Lee SJ, Lavelle Trinh C, Lester P. Creating a Statistical Analysis Plan to Continually Evaluate Intervention Adaptations that Arise in Real-World Implementation. Prev Sci 2023; 24:1302-1313. [PMID: 37243867 PMCID: PMC10220329 DOI: 10.1007/s11121-023-01513-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/10/2023] [Indexed: 05/29/2023]
Abstract
Evidence-based health interventions are frequently translated into real-world settings where practical needs drive changes to intervention protocols. Due to logistical and resource constraints, these naturally arising adaptations are rarely assessed for comparative effectiveness using a randomized trial. Nevertheless, when observational data are available, it is still possible to identify beneficial adaptations using statistical methods that adjust for differences among intervention groups. As implementation continues and more data are collected and assessed, we also require analysis methods that ensure low statistical error rates as multiple comparisons are made over time. This paper describes how to create a statistical analysis plan for evaluating adaptations to an intervention during ongoing implementation. This can be done by combining methods commonly used in platform clinical trials with methods used for real-world data. We also demonstrate how to use simulations based on previous data to decide the frequency with which to conduct statistical analyses. The illustration uses data from large-scale implementation of a school-based resilience and skill-building preventive intervention to which several adaptations were made. The proposed statistical analysis plan for evaluating the school-based intervention has potential to improve population-level outcomes as implementation scales up further and additional adaptations are anticipated.
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Affiliation(s)
- Teresa Bufford
- Department of Biostatistics, UCLA Fielding School of Public Health, 650 Charles E. Young Dr. South, 51-254 CHS, Los Angeles, CA, 90095, USA.
| | - Hilary Aralis
- Department of Biostatistics, UCLA Fielding School of Public Health, 650 Charles E. Young Dr. South, 51-254 CHS, Los Angeles, CA, 90095, USA
| | - Sheryl Kataoka
- UCLA Semel Institute for Neuroscience and Human Behavior, Los Angeles, CA, 90095, USA
| | - Sung-Jae Lee
- UCLA Semel Institute for Neuroscience and Human Behavior, Los Angeles, CA, 90095, USA
| | - Carla Lavelle Trinh
- Los Angeles Unified School District School Mental Health, 333 South Beaudry Avenue, Los Angeles, CA, 90017, USA
| | - Patricia Lester
- UCLA Semel Institute for Neuroscience and Human Behavior, Los Angeles, CA, 90095, USA
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Padilla-Galo A, Moya Carmona I, Ausín P, Carazo Fernández L, García-Moguel I, Velasco-Garrido JL, Andújar-Espinosa R, Casas-Maldonado F, Martínez-Moragón E, Martínez Rivera C, Vera Solsona E, Sánchez-Toril López F, Trisán Alonso A, Blanco Aparicio M, Valverde-Monge M, Valencia Azcona B, Palop Cervera M, Nuevo J, Sánchez Tena J, Resler G, Luzón E, Levy Naon A. Achieving clinical outcomes with benralizumab in severe eosinophilic asthma patients in a real-world setting: orbe II study. Respir Res 2023; 24:235. [PMID: 37770889 PMCID: PMC10540395 DOI: 10.1186/s12931-023-02539-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 09/15/2023] [Indexed: 09/30/2023] Open
Abstract
BACKGROUND The ORBE II study aimed to describe the characteristics and clinical outcomes of adult patients with severe eosinophilic asthma (SEA) treated with benralizumab in a real-world setting in Spain. METHODS ORBE II (NCT04648839) was an observational, retrospective cohort study in adult SEA patients who had been prescribed benralizumab. Demographic and clinical data of 204 SEA patients were collected 12 months prior to benralizumab initiation (baseline) and at follow-up. Exacerbation rate, asthma symptoms, maintenance oral corticosteroid (OCS) use and lung function were evaluated, among other variables. RESULTS A total of 204 SEA patients were evaluated. Mean (standard deviation, SD) age of the study population was 56.4 (12.4) years, 62.3% were women and mean (SD) duration of asthma was 15.1 (12.7) years. Median (Q1-Q3) follow-up duration was 19.5 (14.2-24.2) months. At baseline, 72.6% of the overall population (OP) presented blood eosinophil counts ≥ 300 cells/µL; 36.8% had comorbid chronic rhinosinusitis with nasal polyps (CRSwNP); 84.8% reported at least one severe exacerbation, and 29.1% were OCS-dependent. At 1 year of follow-up, patients receiving benralizumab treatment had a 85.6% mean reduction in exacerbations from baseline, and 81.4% of patients achieved zero exacerbations. We also found a clinically relevant mean (SD) increase in pre-bronchodilator (BD) FEV1 of 331 (413) mL, with 66.7% of patients achieving a pre-BD FEV1 increase ≥ 100 mL, and 46.3% of patients achieving a pre-BD FEV1 ≥ 80% of predicted. Regarding symptom control, 73.8% of the OP obtained an ACT score ≥ 20 points. After 1 year of follow-up, mean reduction in the daily OCS dose was 70.5%, and complete OCS withdrawal was achieved by 52.8% of the OCS-dependent patients. Almost half (43.7%) of the OP on benralizumab met all four criteria for clinical remission. Patients with concomitant CRSwNP obtained similar or enhanced outcomes. CONCLUSIONS These data support the real-world benefits of benralizumab in SEA patients, and particularly in those with concomitant CRSwNP. TRIAL REGISTRATION NCT04648839.
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Affiliation(s)
| | | | - Pilar Ausín
- H. del Mar, Universidad Pompeu Fabra University (UPF), Barcelona, Spain
| | | | - Ismael García-Moguel
- H. U. 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (Imas12), Madrid, Spain
| | | | | | | | | | | | | | | | | | | | | | | | | | - Javier Nuevo
- Medical Department, AstraZeneca Farmacéutica S.A, Madrid, Spain
| | | | - Gustavo Resler
- Medical Department, AstraZeneca Farmacéutica S.A, Madrid, Spain
| | - Elisa Luzón
- Medical Department, AstraZeneca Farmacéutica S.A, Madrid, Spain
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Iacoviello M, Marini M, Gori M, Orso F, Gonzini L, Gorini M, Fenici P, Maggioni AP. DAPA-HF applicability: the point of view of a cardiology setting. Acta Cardiol 2023; 78:840-845. [PMID: 37605991 DOI: 10.1080/00015385.2023.2243130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 04/18/2023] [Accepted: 07/27/2023] [Indexed: 08/23/2023]
Abstract
Randomised clinical trials, observational studies, and meta-analyses have shown that sodium-glucose cotransporter 2 inhibitors (SGLT2-i) reduce the risk of hospitalisation for heart failure (HF), chronic kidney disease (CKD) progression, and mortality in patients with HF, irrespective of the presence of type 2 diabetes mellitus. However, real-world epidemiology may differ from clinical trial populations, thereby limiting generalisability and delaying the introduction of novel treatments in clinical practice.The aim of the present study was to assess the prevalence of DAPA-HF (Dapagliflozin and Prevention of Adverse Outcomes in Heart Failure) inclusion criteria in a population of HF with reduced ejection fraction (HFrEF) patients enrolled in the Italian Network on Heart Failure (IN-HF) registry.Overall, 3415 IN-HF patients matched the 4744 patients in DAPA-HF, overlapping for most baseline characteristics (e.g. similar average ejection fraction), with a slightly lower prevalence of type 2 diabetes and of HF ischaemic aetiology and a higher percentage of NYHA class II patients. The theoretical eligibility to DAPA-HF in a cardiology setting resulted to be 73%.The availability of an easily accessible database from a large nationwide prospective registry allows to provide insights to clinicians and policy makers on the applicability of the DAPA HF findings to a contemporary population of HFrEF patients followed by cardiologists. It is reasonable to assume that the results of this analysis can be applicable to the entire SGLT2-ir class of drugs.
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Affiliation(s)
- Massimo Iacoviello
- Medical and Surgical Sciences Department, University of Foggia, Foggia, Italy
| | - Marco Marini
- Cardiovascular Sciences Cardiology Department, Ospedali Riuniti, Ancona, Italy
| | - Mauro Gori
- Cardiovascular Department, Papa Giovanni XXIII Hospital, Bergamo, Italy
| | - Francesco Orso
- Department of Experimental and Clinical Medicine, University of Florence and Cardiac Rehabilitation Unit, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
| | - Lucio Gonzini
- ANMCO Research Center, Heart Care Foundation, Florence, Italy
| | - Marco Gorini
- ANMCO Research Center, Heart Care Foundation, Florence, Italy
| | - Peter Fenici
- Catholic University of the Sacred Heart, School of Medicine and Surgery, Rome, Italy
- Biomagnetism and Clinical Physiology International Center (BACPIC), Rome, Italy
- Medical Affairs, AstraZeneca S.p.A, Milan, Italy
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Kympouropoulos S. Real World Evidence: methodological issues and opportunities from the European Health Data Space. BMC Med Res Methodol 2023; 23:185. [PMID: 37580721 PMCID: PMC10426051 DOI: 10.1186/s12874-023-02014-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Accepted: 08/08/2023] [Indexed: 08/16/2023] Open
Abstract
The current Evidence-Based-Medicine (EBM) approach is generally based on data coming from Randomized Clinical Trials or and, epidemiological observational studies. However, the past few years, with the explosion of available data derived from e-technology, a novel aspect regarding EBM arose, the Real-World-Data (RWD). RWD refers to data collected outside traditional studies, such as e-health records, claims data, patient-generated information, registries, etc. This type of information provides invaluable insights into the effectiveness, safety, and value of medical treatments and interventions when applied in real world settings. European Health Data Space (EHDS) is an initiative launched by the European Commission to create a secure and protected platform for exchanging health data across borders within European Union. The powerful combination of RWD within the EHDS serves as a valuable resource, supporting research initiatives. By analyzing diverse RWD sources, researchers generate Real-World Evidence (RWE) broadening medical knowledge. In this comment paper, methodological issues and opportunities of the application of EHDS in member states are discussed. Undoubtedly, EHDS creates a health-specific ecosystem empowering individuals through increased digital access and control their health data, providing a consistent, truthful and proficient set-up for the use of health data for research, innovation, policy-making and regulatory activities.
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Affiliation(s)
- Stelios Kympouropoulos
- European Parliament, Altiero Spinelli, 09E240, 60 rue Wiertzstraat, Brussels, B-1047, Belgium.
- Psychiatrist - Second Department of Psychiatry, University of Athens, 'ATTIKON' University Hospital, Chaidari, Greece.
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Derikx LAAP, Plevris N, Su S, Gros B, Lyons M, Siakavellas SI, Constantine-Cooke N, Jenkinson P, O'Hare C, Noble C, Arnott ID, Jones GR, Lees CW. Rates, predictive factors and effectiveness of ustekinumab intensification to 4- or 6-weekly intervals in Crohn's disease. Dig Liver Dis 2023; 55:1034-1041. [PMID: 36283944 DOI: 10.1016/j.dld.2022.10.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 10/04/2022] [Accepted: 10/05/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND The UNITI trial reports efficacy of ustekinumab (UST) dose intensification in Crohn's disease (CD) from 12- to 8-weekly, but not 4-weekly. We aimed 1) to assess the cumulative incidence of UST dose intensification to 4- or 6-weekly, 2) to identify factors associated with dose intensification, and 3) to assess the effectiveness of this strategy. METHODS We performed a retrospective, observational cohort study in NHS Lothian including all UST treated CD patients (2015-2020). RESULTS 163 CD patients were treated with UST (median follow-up: 20.3 months [13.4-38.4]), of whom 55 (33.7%) underwent dose intensification to 4-weekly (n = 50, 30.7%) or 6-weekly (n = 5, 3.1%). After 1 year 29.9% were dose intensified. Prior exposure to both anti-TNF and vedolizumab (HR 9.5; 1.3-70.9), and concomitant steroid use at UST start (HR 1.8; 1.0-3.1) were associated with dose intensification. Following dose intensification, 62.6% patients (29/55) remained on UST beyond 1 year. Corticosteroid-free clinical remission was achieved in 27% at week 16 and 29.6% at last follow-up. CONCLUSION One third of CD patients treated with UST underwent dose intensification to a 4- or 6-weekly interval within the first year. Patients who failed both anti-TNF and vedolizumab, or required steroids at initiation were more likely to dose intensify.
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Affiliation(s)
- Lauranne A A P Derikx
- Edinburgh IBD Unit, Western General Hospital, Edinburgh, UK; Inflammatory Bowel Disease Center, Department of Gastroenterology and Hepatology, Radboud University Medical Center, Nijmegen, the Netherlands; Department of Gastroenterology and Hepatology, Erasmus University Medical Center, Rotterdam, the Netherlands.
| | | | - Shanna Su
- Edinburgh IBD Unit, Western General Hospital, Edinburgh, UK
| | - Beatriz Gros
- Edinburgh IBD Unit, Western General Hospital, Edinburgh, UK; Department of Gastroenterology and Hepatology, Reina Sofía University Hospital, Córdoba, Spain
| | - Mathew Lyons
- Edinburgh IBD Unit, Western General Hospital, Edinburgh, UK
| | | | - Nathan Constantine-Cooke
- MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh, Scotland, UK; Centre for Genomics and Experimental Medicine, Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital, Edinburgh, Scotland, UK
| | | | - Claire O'Hare
- Edinburgh IBD Unit, Western General Hospital, Edinburgh, UK
| | - Colin Noble
- Edinburgh IBD Unit, Western General Hospital, Edinburgh, UK
| | - Ian D Arnott
- Edinburgh IBD Unit, Western General Hospital, Edinburgh, UK
| | - Gareth-Rhys Jones
- Edinburgh IBD Unit, Western General Hospital, Edinburgh, UK; Centre for Inflammation Research, The Queen's Medical Research Institute, University of Edinburgh, Scotland, UK
| | - Charlie W Lees
- Edinburgh IBD Unit, Western General Hospital, Edinburgh, UK; Centre for Genomics and Experimental Medicine, Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital, Edinburgh, Scotland, UK
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Ro SK, Zhang W, Jiang Q, Li XN, Liu R, Lu CC, Marchenko O, Sun L, Zhao J. Statistical Considerations on the Use of RWD/RWE for Oncology Drug Approvals: Overview and Lessons Learned. Ther Innov Regul Sci 2023; 57:899-910. [PMID: 37179264 PMCID: PMC10276785 DOI: 10.1007/s43441-023-00528-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 04/14/2023] [Indexed: 05/15/2023]
Abstract
Despite increasing utilization of real-world data (RWD)/real-world evidence (RWE) in regulatory submissions, their application to oncology drug approvals has seen limited success. Real-world data is most commonly summarized as a benchmark control for a single arm study or used to augment the concurrent control in a randomized clinical trial (RCT). While there has been substantial research on usage of RWD/RWE, our goal is to provide a comprehensive overview of their use in oncology drug approval submissions to inform future RWD/RWE study design. We will review examples of applications and summarize the strengths and weaknesses of each example identified by regulatory agencies. A few noteworthy case studies will be reviewed in detail. Operational aspects of RWD/RWE study design/analysis will be also discussed.
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Affiliation(s)
- Sunhee K Ro
- Sierra Oncology Inc: GlaxoSmithKline Inc, San Mateo, USA.
| | | | | | | | - Rong Liu
- Bristol Myers Squibb Co., New York, USA
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Zhao R, Zhang W, Zhang Z, He C, Xu R, Tang X, Wang B. Evaluation of reporting quality of cohort studies using real-world data based on RECORD: systematic review. BMC Med Res Methodol 2023; 23:152. [PMID: 37386371 PMCID: PMC10308622 DOI: 10.1186/s12874-023-01960-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 05/31/2023] [Indexed: 07/01/2023] Open
Abstract
OBJECTIVE Real-world data (RWD) and real-world evidence (RWE) have been paid more and more attention in recent years. We aimed to evaluate the reporting quality of cohort studies using real-world data (RWD) published between 2013 and 2021 and analyze the possible factors. METHODS We conducted a comprehensive search in Medline and Embase through the OVID interface for cohort studies published from 2013 to 2021 on April 29, 2022. Studies aimed at comparing the effectiveness or safety of exposure factors in the real-world setting were included. The evaluation was based on the REporting of studies Conducted using Observational Routinely-collected health Data (RECORD) statement. Agreement for inclusion and evaluation was calculated using Cohen's kappa. Pearson chi-square test or Fisher's exact test and Mann-Whitney U test were used to analyze the possible factors, including the release of RECORD, journal IFs, and article citations. Bonferroni's correction was conducted for multiple comparisons. Interrupted time series analysis was performed to display the changes in report quality over time. RESULTS 187 articles were finally included. The mean ± SD of the percentage of adequately reported items in the 187 articles was 44.7 ± 14.3 with a range of 11.1-87%. Of 23 items, the adequate reporting rate of 10 items reached 50%, and the reporting rate of some vital items was inadequate. After Bonferroni's correction, the reporting of only one item significantly improved after the release of RECORD and there was no significant improvement in the overall report quality. For interrupted time series analysis, there were no significant changes in the slope (p = 0.42) and level (p = 0.12) of adequate reporting rate. The journal IFs and citations were respectively related to 2 areas and the former significantly higher in high-reporting quality articles. CONCLUSION The endorsement of the RECORD cheklist was generally inadequate in cohort studies using RWD and has not improved in recent years. We encourage researchers to endorse relevant guidelines when utilizing RWD for research.
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Affiliation(s)
- Ran Zhao
- Institute of Information on Traditional Chinese Medicine, China Academy of Chinese Medical Sciences, Beijing, China
| | - Wen Zhang
- Institute of Basic Research in Clinical Medicine, China Academy of Chinese Medical Sciences, Beijing, China
| | - ZeDan Zhang
- Traditional Chinese Medicine Data Center, China Academy of Chinese Medical Sciences, Beijing, China
| | - Chang He
- Institute of Information on Traditional Chinese Medicine, China Academy of Chinese Medical Sciences, Beijing, China
| | - Rong Xu
- Guang'anmeng Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - XuDong Tang
- China Academy of Chinese Medical Sciences, Beijing, China.
| | - Bin Wang
- Institute of Information on Traditional Chinese Medicine, China Academy of Chinese Medical Sciences, Beijing, China.
- Traditional Chinese Medicine Data Center, China Academy of Chinese Medical Sciences, Beijing, China.
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Macro M, Hulin C, Vincent L, Charvet-Rumpler A, Benboubker L, Calmettes C, Stoppa AM, Laribi K, Clement-Filliatre L, Zerazhi H, Honeyman F, Richez V, Maloisel F, Karlin L, Barrak J, Chouaid C, Leleu X. Real-world effectiveness of ixazomib combined with lenalidomide and dexamethasone in relapsed/refractory multiple myeloma: the REMIX study. Ann Hematol 2023:10.1007/s00277-023-05278-3. [PMID: 37301786 DOI: 10.1007/s00277-023-05278-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Accepted: 05/15/2023] [Indexed: 06/12/2023]
Abstract
Ixazomib (IXA) is an oral proteasome inhibitor (PI) used in combination with lenalidomide and dexamethasone (IXA-Rd) for patients with relapsed and/or refractory multiple myeloma (RRMM). The REMIX study is one of the largest prospective, real-world analysis of the effectiveness of IXA-Rd in the setting of RRMM. Conducted in France between August 2017 and October 2019, the REMIX study, a non-interventional prospective study, included 376 patients receiving IXA-Rd in second line or later and followed for at least 24 months. Primary endpoint was the median progression-free survival (mPFS). Median age was 71 years (Q1-Q3 65.0 - 77.5) with 18.4% of participants older than 80 years. IXA-Rd was initiated in L2, L3 and L4 + for 60.4%, 18.1% and 21.5%, respectively. mPFS was 19.1 months (95% CI [15.9, 21.5]) and overall response rate (ORR) was 73.1%. mPFS was 21.5, 21.9 and 5.8 months in patients receiving IXA-Rd as L2, L3, L4 + respectively. Among patients receiving IXA-Rd in L2 and L3, mPFS was similar for patients previously exposed to lenalidomide (19.5 months) than for those lenalidomide naive (not exposed, 22.6 months, p = 0.29). mPFS was 19.1 months in patients younger than 80 years and 17.4 months in those 80 years or older (p = 0.06) with similar ORR (72.4% and 76.8%) in both subgroups. Adverse events (AEs) were reported in 78.2% of patients including 40.7% of treatment-related AE. IXA discontinuation was due to toxicity in 21% of patients. To conclude, the results of the REMIX study are consistent with the results of Tourmaline-MM1 and confirm the benefit of IXA-Rd combination in real life. It shows the interest of IXA-Rd in an older and frailer population, with an acceptable effectiveness and tolerance.
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Affiliation(s)
- M Macro
- IHBN - CHU de Caen, Caen, France.
| | - C Hulin
- CHU Bordeaux - Hôpital Haut Leveque, Pessac, France
| | - L Vincent
- CHU de Montpellier - Hôpital Saint-Eloi, Montpellier, France
| | | | - L Benboubker
- CHRU de Tours - Hôpital Bretonneau, Tours, France
| | | | - A-M Stoppa
- Institut Paoli Calmettes, Marseille, France
| | | | | | | | - F Honeyman
- CHU de Saint-Etienne, Saint-Etienne, France
| | - V Richez
- CHU de Nice - Hôpital de l'archet, Nice, France
| | - F Maloisel
- Clinique Sainte-Anne, Strasbourg, France
| | - L Karlin
- Hospices Civils de Lyon, Pierre Bénite, France
| | | | | | - X Leleu
- CHU de Poitiers, Poitiers, France
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Schechter M, Melzer Cohen C, Fishkin A, Rozenberg A, Yanuv I, Sehtman-Shachar DR, Chodick G, Clark A, Abrahamsen TJ, Lawson J, Karasik A, Mosenzon O. Kidney function loss and albuminuria progression with GLP-1 receptor agonists versus basal insulin in patients with type 2 diabetes: real-world evidence. Cardiovasc Diabetol 2023; 22:126. [PMID: 37244998 DOI: 10.1186/s12933-023-01829-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2023] [Accepted: 04/07/2023] [Indexed: 05/29/2023] Open
Abstract
BACKGROUND In clinical trials enrolling patients with type 2 diabetes (T2D) at high cardiovascular risk, many glucagon-like peptide-1 receptor agonists (GLP-1 RAs) improved albuminuria status and possibly mitigated kidney function loss. However, limited data are available regarding the effects of GLP-1 RAs on albuminuria status and kidney function in real-world settings, including populations with a lower baseline cardiovascular and kidney risk. We assessed the association of GLP-1 RAs initiation with long-term kidney outcomes in the Maccabi Healthcare Services database, Israel. METHODS Adults with T2D treated with ≥ 2 glucose-lowering agents who initiated GLP-1 RAs or basal insulin from 2010 to 2019 were propensity-score matched (1:1) and followed until October 2021 (intention-to-treat [ITT]). In an as-treated (AT) analysis, follow-up was also censored at study-drug discontinuation or comparator-initiation. We assessed the risk of a composite kidney outcome, including confirmed ≥ 40% eGFR loss or end-stage kidney disease, and the risk of new macroalbuminuria. Treatment-effect on eGFR slopes was assessed by fitting a linear regression model per patient, followed by a t-test to compare the slopes between the groups. RESULTS Each propensity-score matched group constituted 3424 patients, 45% women, 21% had a history of cardiovascular disease, and 13.9% were treated with sodium-glucose cotransporter-2 inhibitors at baseline. Mean eGFR was 90.6 mL/min/1.73 m2 (SD 19.3) and median UACR was 14.6 mg/g [IQR 0.0-54.7]. Medians follow-up were 81.1 months (ITT) and 22.3 months (AT). The hazard-ratios [95% CI] of the composite kidney outcome with GLP-1 RAs versus basal insulin were 0.96 [0.82-1.11] (p = 0.566) and 0.71 [0.54-0.95] (p = 0.020) in the ITT and AT analyses, respectively. The respective HRs for first new macroalbuminuria were 0.87 [0.75-0.997] and 0.80 [0.64-0.995]. The use of GLP-1 RA was associated with a less steep eGFR slope compared with basal insulin in the AT analysis (mean annual between-group difference of 0.42 mL/min/1.73 m2/year [95%CI 0.11-0.73]; p = 0.008). CONCLUSION Initiation of GLP-1 RAs in a real-world setting is associated with a reduced risk of albuminuria progression and possible mitigation of kidney function loss in patients with T2D and mostly preserved kidney function.
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Affiliation(s)
- Meir Schechter
- Diabetes Unit, Department of Endocrinology and Metabolism, Hadassah Medical Center, P.O.B 12000, 9112001, Jerusalem, Israel
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Cheli Melzer Cohen
- Maccabi Institute for Research and Innovation, Maccabi Healthcare Services, Tel-Aviv, Israel
| | - Alisa Fishkin
- Diabetes Unit, Department of Endocrinology and Metabolism, Hadassah Medical Center, P.O.B 12000, 9112001, Jerusalem, Israel
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Aliza Rozenberg
- Diabetes Unit, Department of Endocrinology and Metabolism, Hadassah Medical Center, P.O.B 12000, 9112001, Jerusalem, Israel
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Ilan Yanuv
- Diabetes Unit, Department of Endocrinology and Metabolism, Hadassah Medical Center, P.O.B 12000, 9112001, Jerusalem, Israel
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Dvora R Sehtman-Shachar
- Diabetes Unit, Department of Endocrinology and Metabolism, Hadassah Medical Center, P.O.B 12000, 9112001, Jerusalem, Israel
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Gabriel Chodick
- Maccabi Institute for Research and Innovation, Maccabi Healthcare Services, Tel-Aviv, Israel
- School of Public Health Sackler, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | | | | | | | - Avraham Karasik
- Maccabi Institute for Research and Innovation, Maccabi Healthcare Services, Tel-Aviv, Israel
- Tel Aviv University, Tel Aviv, Israel
| | - Ofri Mosenzon
- Diabetes Unit, Department of Endocrinology and Metabolism, Hadassah Medical Center, P.O.B 12000, 9112001, Jerusalem, Israel.
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel.
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Luccarelli J, McCoy TH, Henry ME, Smith F, Beach SR, Fernandez-Robles C. The use of electroconvulsive therapy for children and adolescents in general hospitals: A 2019 kids' inpatient database analysis. Gen Hosp Psychiatry 2023; 82:95-100. [PMID: 37004416 PMCID: PMC10112738 DOI: 10.1016/j.genhosppsych.2023.03.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Revised: 03/22/2023] [Accepted: 03/24/2023] [Indexed: 04/04/2023]
Abstract
OBJECTIVE Electroconvulsive therapy (ECT) devices are classified as class II (moderate risk) for the treatment of depressive disorders and catatonia in patients aged 13 and older, but it is unknown how often the treatment is utilized by child and adolescent patients. The aim of this study was to examine the demographics of child and adolescent hospitalizations involving ECT, the medical and psychiatric comorbidities of these hospitalizations, and the overall number of treatments administered per hospitalization. METHOD The 2019 Kids' Inpatient Database, a national sample of pediatric discharges from 3998 acute care hospitals, was analyzed for hospitalizations involving patients aged 19 and younger receiving ECT based on inpatient procedural codes. RESULTS 315 (95% confidence interval 275 to 354) discharges among child and adolescent patients, or 0.03% of youth hospitalizations, involved the administration of ECT in the KID in 2019. Hospitalizations in the Northeast, those involving patients residing in ZIP codes in the top income quartile, and those for commercially insured patients had higher odds of ECT administration. Primary discharge diagnoses among ECT recipients were major depressive disorder (143; 46.4%), schizophrenia and other psychotic disorders (71; 23.1%) and bipolar disorder (59; 19.2%). In total 153 (48.6%) of ECT recipients had a coded diagnosis of suicidal ideation. Hospitalizations involved a median of 2 (IQR 1 to 5) ECT treatments before discharge. CONCLUSIONS ECT is rarely utilized in the inpatient treatment of child and adolescent patients, but is most often administered to patients with mood and psychotic disorders. Commercial insurance and higher income were associated with higher odds of ECT administration, suggesting that access to care may be limited.
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Affiliation(s)
- James Luccarelli
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA.
| | - Thomas H McCoy
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Michael E Henry
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Felicia Smith
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Scott R Beach
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Carlos Fernandez-Robles
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA; Department of Psychiatry, Brigham and Women's Faulkner Hospital, Boston, MA, USA
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Hussein H, Abrams KR, Gray LJ, Anwer S, Dias S, Bujkiewicz S. Hierarchical network meta-analysis models for synthesis of evidence from randomised and non-randomised studies. BMC Med Res Methodol 2023; 23:97. [PMID: 37087450 PMCID: PMC10122363 DOI: 10.1186/s12874-023-01925-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 04/14/2023] [Indexed: 04/24/2023] Open
Abstract
BACKGROUND With the increased interest in the inclusion of non-randomised data in network meta-analyses (NMAs) of randomised controlled trials (RCTs), analysts need to consider the implications of the differences in study designs as such data can be prone to increased bias due to the lack of randomisation and unmeasured confounding. This study aims to explore and extend a number of NMA models that account for the differences in the study designs, assessing their impact on the effect estimates and uncertainty. METHODS Bayesian random-effects meta-analytic models, including naïve pooling and hierarchical models differentiating between the study designs, were extended to allow for the treatment class effect and accounting for bias, with further extensions allowing for bias terms to vary depending on the treatment class. Models were applied to an illustrative example in type 2 diabetes; using data from a systematic review of RCTs and non-randomised studies of two classes of glucose-lowering medications: sodium-glucose co-transporter 2 inhibitors and glucagon-like peptide-1 receptor agonists. RESULTS Across all methods, the estimated mean differences in glycated haemoglobin after 24 and 52 weeks remained similar with the inclusion of observational data. The uncertainty around these estimates reduced when conducting naïve pooling, compared to NMA of RCT data alone, and remained similar when applying hierarchical model allowing for class effect. However, the uncertainty around these effect estimates increased when fitting hierarchical models allowing for the differences in study design. The impact on uncertainty varied between treatments when applying the bias adjustment models. Hierarchical models and bias adjustment models all provided a better fit in comparison to the naïve-pooling method. CONCLUSIONS Hierarchical and bias adjustment NMA models accounting for study design may be more appropriate when conducting a NMA of RCTs and observational studies. The degree of uncertainty around the effectiveness estimates varied depending on the method but use of hierarchical models accounting for the study design resulted in increased uncertainty. Inclusion of non-randomised data may, however, result in inferences that are more generalisable and the models accounting for the differences in the study design allow for more detailed and appropriate modelling of complex data, preventing overly optimistic conclusions.
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Affiliation(s)
- Humaira Hussein
- Biostatistics Research Group, Department of Population Health Sciences, University of Leicester, University Road, Leicester, LE1 7RH, UK
| | - Keith R Abrams
- Department of Statistics, University of Warwick, Coventry, CV4 7AL, UK
- Centre for Health Economics, University of York, York, YO10 5DD, UK
| | - Laura J Gray
- Biostatistics Research Group, Department of Population Health Sciences, University of Leicester, University Road, Leicester, LE1 7RH, UK
| | - Sumayya Anwer
- Centre for Reviews and Dissemination, University of York, York, YO10 5DD, UK
| | - Sofia Dias
- Centre for Reviews and Dissemination, University of York, York, YO10 5DD, UK
| | - Sylwia Bujkiewicz
- Biostatistics Research Group, Department of Population Health Sciences, University of Leicester, University Road, Leicester, LE1 7RH, UK.
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Tendler A, Goerigk S, Zibman S, Ouaknine S, Harmelech T, Pell GS, Zangen A, Harvey SA, Grammer G, Stehberg J, Adefolarin O, Muir O, MacMillan C, Ghelber D, Duffy W, Mania I, Faruqui Z, Munasifi F, Antin T, Padberg F, Roth Y. Deep TMS H1 Coil treatment for depression: Results from a large post marketing data analysis. Psychiatry Res 2023; 324:115179. [PMID: 37030054 DOI: 10.1016/j.psychres.2023.115179] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 03/05/2023] [Accepted: 03/07/2023] [Indexed: 04/10/2023]
Abstract
Phase IV study evaluated Deep TMS for major depression in community settings. Data were aggregated from 1753 patients at 21 sites, who received Deep TMS (high frequency or iTBS) using the H1 coil. Outcome measures varied across subjects and included clinician-based scales (HDRS-21) and self-assessment questionnaires (PHQ-9, BDI-II). 1351 patients were included in the analysis, 202 received iTBS. For participants with data from at least 1 scale, 30 sessions of Deep TMS led to 81.6% response and 65.3% remission rate. 20 sessions led to 73.6% response and 58.1% remission rate. iTBS led to 72.4% response and 69.2% remission. Remission rates were highest when assessed with HDRS (72%). In 84% of responders and 80% of remitters, response and remission was sustained in the subsequent assessment. Median number of sessions (days) for onset of sustained response was 16 (21 days) and for sustained remission 17 (23 days). Higher stimulation intensity was associated with superior clinical outcomes. This study shows that beyond its proven efficacy in RCTs, Deep TMS with the H1 coil is effective for treating depression under naturalistic conditions, and the onset of improvement is usually within 20 sessions. However, initial non-responders and non-remitters benefit from extended treatment.
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Affiliation(s)
- Aron Tendler
- The Department of Life Sciences and the Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, Beer-Sheva, Israel; BrainsWay Ltd, Israel.
| | - Stephan Goerigk
- Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich, Federal Republic of Germany; Department of Psychological Methodology and Assessment, Ludwig-Maximilians-University, Leopoldstraße 13, Munich 80802, Federal Republic of Germany; Charlotte Fresenius Hochschule, Infanteriestraße 11A, 80797, Munich, Federal Republic of Germany
| | - Samuel Zibman
- The Department of Life Sciences and the Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, Beer-Sheva, Israel; BrainsWay Ltd, Israel
| | - Salomé Ouaknine
- BrainsWay Ltd, Israel; Mines Paris, PSL University, Paris 75006, France
| | | | - Gaby S Pell
- The Department of Life Sciences and the Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, Beer-Sheva, Israel; BrainsWay Ltd, Israel
| | - Abraham Zangen
- The Department of Life Sciences and the Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Steven A Harvey
- Greenbrook TMS Neurohealth, 16091 Swingley Ridge Rd. Suite 100, Chesterfield, MO 63017, USA
| | - Geoffrey Grammer
- Greenbrook TMS Neurohealth, 16091 Swingley Ridge Rd. Suite 100, Chesterfield, MO 63017, USA
| | - Jimmy Stehberg
- NeuroMagnetics SA, Chile; Neurobiology Lab Institute of Biomedical Sciences, Faculty of Medicine and Faculty of Life Sciences, Universidad Andres Bello Lab, Chile
| | | | - Owen Muir
- Fermata Health, 58 N 9th St. Suite 13, Brooklyn, NY 11249, USA
| | | | - Diana Ghelber
- Institute for Advanced Psychiatry, 6800 Harris Parkway, Suite 200, Fort Worth, TX 76132, USA
| | - Walter Duffy
- Alivation Health and Alivation Research, 8550 Cuthills Circle, Lincoln, NE 68526, USA
| | - Irakli Mania
- Keystone Health, 110 Chambers Hill Drive, Chambersburg, PA 17201, USA
| | - Zeeshan Faruqui
- Keystone Health, 110 Chambers Hill Drive, Chambersburg, PA 17201, USA
| | - Faisal Munasifi
- Tallahassee Brain Stimulation Center, LLC 1407 MD Lane, Tallahassee, FL 32308, USA
| | - Todd Antin
- PACT Atlanta LLC, 465 Winn Way, Suite 221, Decatur, GA 30030, USA
| | - Frank Padberg
- Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich, Federal Republic of Germany
| | - Yiftach Roth
- The Department of Life Sciences and the Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, Beer-Sheva, Israel; BrainsWay Ltd, Israel.
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Kim DW, Lee Y, Kim G, Kim SH, Cho DH, Choi J, Kwon YH, Park Y, Choi W, Park DI. Safety and Effectiveness of SB2 (Infliximab Biosimilar) in Adult Patients with Immune-Mediated Inflammatory Diseases: A Post-Marketing Surveillance in Korea. Adv Ther 2023; 40:1047-1061. [PMID: 36624354 PMCID: PMC9989004 DOI: 10.1007/s12325-022-02404-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 12/07/2022] [Indexed: 01/11/2023]
Abstract
INTRODUCTION SB2 is a biosimilar of infliximab (IFX), which is approved for rheumatoid arthritis (RA), ankylosing spondylitis (AS), adult and pediatric Crohn's disease (CD), adult and pediatric ulcerative colitis (UC), psoriatic arthritis (PsA), and plaque psoriasis (PsO). The drug approval process in Korea includes post-marketing surveillance (PMS) studies to re-examine the safety and effectiveness of approved new medications. METHODS This was a prospective, multi-center, open-label, observational, phase 4 PMS study of IFX-naïve patients or patients switched from reference IFX or another IFX-biosimilar to SB2 in all approved indications. The primary endpoint was to evaluate the safety of SB2 reported as adverse events (AEs) and adverse drug reactions (ADRs). The secondary endpoint was to evaluate the effectiveness measured as investigators' overall effectiveness assessment, categorized as improved, stable, or worsened. Furthermore, disease-specific activity scores were collected for each indication [28-joint Modified Disease Activity Score (DAS28) for RA, Korean Bath Ankylosing Spondylitis Disease Activity Index (KBASDAI), Crohn's Disease Activity Index (CDAI), and Full Mayo Score for UC]. RESULTS In the safety and effectiveness analysis, 180 and 128 patients were included, respectively. Most patients (83.9%) were IFX-naïve patients and 16.1% were switched patients. RA (48.9%) and AS (31.1%) were the most frequent indications. Overall, 23 (12.8%) patients reported AEs and 14 (7.8%) patients reported ADRs. Serious adverse events (SAEs) were reported by 3 (1.7%) patients. As per investigators' overall effectiveness assessments, SB2 was effective in 94.6% (105/111) of IFX-naïve patients and 82.4% (14/17) of switched patients. In IFX-naïve patients, disease activity scores decreased significantly from baseline to week 30 (week 24 for AS); mean (SD) changes of disease scores for each indication were DAS28 - 1.9 (0.79) for RA, KBASDAI - 3.8 (1.68) for AS, CDAI - 200.4 (112.47) for CD, and Full Mayo Score - 6.6 (2.92) for UC. The persistence rate of SB2 treatments was 88.3% with median treatment duration of 30.1 weeks. CONCLUSION This PMS study of the IFX-biosimilar SB2 in Korea confirmed the safety and effectiveness of SB2 in major indications.
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Affiliation(s)
- Dong W Kim
- Division of Rheumatology, Department of Internal Medicine, Inje University, Busan Paik Hospital, Busan, Korea
| | - Yousun Lee
- Division of Rheumatology, Department of Internal Medicine, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon, Korea
| | - Geuntae Kim
- Division of Rheumatology, Department of Internal Medicine, Kosin University Gospel Hospital, Kosin University College of Medicine, Busan, Korea
| | - Sang H Kim
- Division of Rheumatology, Department of Internal Medicine, Keimyung University Dongsan Hospital, Keimyung University School of Medicine, Daegu, Korea
| | - Dae H Cho
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon, Korea
| | - Jeongmin Choi
- Department of Internal Medicine, Inje University Sanggye Paik Hospital, Nowon-gu, Korea
| | - Yong H Kwon
- Department of Internal Medicine, School of Medicine, Kyungpook National University, Daegu, Korea
| | - Younjin Park
- Samsung Bioepis Co., Ltd., Incheon, Republic of Korea
| | - Wooree Choi
- Samsung Bioepis Co., Ltd., Incheon, Republic of Korea
| | - Dong I Park
- Division of Gastroenterology, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea.
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Moldaver DM, Hassan S, Seung SJ, Edwin J, Clouthier DL, Vera-Badillo FE. A real-world retrospective analysis of the management of metastatic castrate-resistant prostate cancer in Ontario, Canada from 2010 - 2018. Urol Oncol 2023; 41:146.e13-146.e22. [PMID: 36641303 DOI: 10.1016/j.urolonc.2022.11.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 10/28/2022] [Accepted: 11/27/2022] [Indexed: 01/13/2023]
Abstract
PURPOSE We sought to quantify mCRPC patient treatment patterns and survival across multiple lines of therapy after prior androgen-receptor-axis-targeted therapy (ARAT) failure. METHODS Individuals diagnosed with prostate cancer between 2010 and 2018 were identified in the Ontario Cancer Registry (OCR). An algorithm was created to identify patients with mCRPC that was aligned to Prostate Cancer Clinical Trials Working Group 3 criteria (PCWG3) and validated with Canadian clinical experts. In the mCRPC setting, treatment patterns were assessed by line of therapy, and survival was calculated from treatment initiation until death or lost to follow-up. RESULTS 64,484 men were diagnosed withprostate cancer in Ontario between 2010 and 2018with 5,588 men assessed to have mCRPC and 2,970 (53%) of those received first-line systemic treatment. Across the first-, second- and third-line of therapy, ARATs (abiraterone and enzalutamide) were the most used therapies. Survival for mCRPC patients treated with ARATs in first-, second- and third-line were 13.0 (95% CI, 11.6 - 14.5), 11.5 (95% CI, 10.1 - 13.4) and 8.9 (95% CI, 7.4 - 10.2) months, respectively. Survival for mCRPC patients treated with taxanes in first, second- and third-line were 16.7 (95% CI, 14.8 - 18.0), 11.3 (95% CI, 10.1 - 12.5) and 7.8 (95% CI, 6.5 - 10.6) months, respectively. No statistical difference in overall survival was found between taxanes and ARATs. CONCLUSION In this analysis of a large retrospective cohort of Canadian men with mCRPC, we found that survival in patients treated with ARATs and taxanes was fairly similar across all lines of therapy. Importantly, this trend was maintained in ARAT-exposed patients, where sequential ARAT and taxanes offered similar survival. These data may help inform optimal sequencing of therapies in mCRPC.
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Affiliation(s)
| | - Shazia Hassan
- HOPE Research Centre, Sunnybrook Research Institute, Toronto, ON
| | - Soo Jin Seung
- HOPE Research Centre, Sunnybrook Research Institute, Toronto, ON
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Frost MG, Jensen KJ, Gotfredsen DR, Sørensen AMS, Ankarfeldt MZ, Louie KS, Sroczynski N, Jakobsen E, Andersen JL, Jimenez-Solem E, Petersen TS. KRAS G12C mutated advanced non-small cell lung cancer (NSCLC): Characteristics, treatment patterns and overall survival from a Danish nationwide observational register study. Lung Cancer 2023; 178:172-182. [PMID: 36868178 DOI: 10.1016/j.lungcan.2023.02.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 01/16/2023] [Accepted: 02/25/2023] [Indexed: 03/02/2023]
Abstract
OBJECTIVES We aimed to characterize the advanced NSCLC population in terms of KRAS G12C prevalence, patient characteristics, and survival outcomes after the introduction of immunotherapies. MATERIALS AND METHODS We identified adult patients diagnosed with advanced NSCLC between January 1, 2018 and June 30, 2021 using the Danish health registries. Patients were grouped by mutational status (any KRAS mutation, KRAS G12C, and KRAS/EGFR/ALK wildtype [Triple WT]). We analyzed KRAS G12C prevalence, patient and tumor characteristics, treatment history, time-to-next-treatment (TTNT), and overall survival (OS). RESULTS We identified 7,440 patients of whom 40% (n = 2,969) were KRAS tested prior to the first line of therapy (LOT1). Among the KRAS tested, 11% (n = 328) harbored KRAS G12C. More KRAS G12C patients were women (67%), smokers (86%), had a high (≥50%) level of PD-L1 expression (54%), and more frequently received anti-PD-L1 treatment than any other group. From the date of the mutational test result, OS (7.1-7.3 months) was similar between the groups. OS from LOT1 (14.0 months) and LOT2 (10.8 months), and TTNT from LOT1 (6.9 months) and LOT2 (6.3 months) was numerically longer for the KRAS G12C mutated group compared to any other group. However, from LOT1 and LOT2, the OS and TTNT were comparable when stratifying the groups by PD-L1 expression level. Regardless of the mutational group, OS was markedly longer for patients with high PD-L1 expression. CONCLUSION In patients diagnosed with advanced NSCLC after the implementation of anti-PD-1/L1 therapies, the survival in KRAS G12C mutated patients is comparable to patients with any KRAS mutation, Triple WT, and all NSCLC patients.
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Affiliation(s)
- Matilde Grupe Frost
- University of Copenhagen, Faculty of Health and Medicinal Sciences, Copenhagen, Denmark; Department of Clinical Pharmacology, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark.
| | - Kristoffer Jarlov Jensen
- Copenhagen Phase IV Unit (Phase4CPH), Department of Clinical Pharmacology and Center for Clinical Research and Prevention, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Ditte Resendal Gotfredsen
- Department of Clinical Pharmacology, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Anne Mette Skov Sørensen
- Department of Clinical Pharmacology, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Mikkel Zöllner Ankarfeldt
- Copenhagen Phase IV Unit (Phase4CPH), Department of Clinical Pharmacology and Center for Clinical Research and Prevention, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | | | | | - Erik Jakobsen
- Department of Heart, Lung and Vascular Surgery, Odense University Hospital, Denmark
| | | | - Espen Jimenez-Solem
- University of Copenhagen, Faculty of Health and Medicinal Sciences, Copenhagen, Denmark; Department of Clinical Pharmacology, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark; Copenhagen Phase IV Unit (Phase4CPH), Department of Clinical Pharmacology and Center for Clinical Research and Prevention, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Tonny Studsgaard Petersen
- University of Copenhagen, Faculty of Health and Medicinal Sciences, Copenhagen, Denmark; Department of Clinical Pharmacology, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
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41
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Russo MP, Grande-Ratti MF, Burgos MA, Molaro AA, Bonella MB. Prevalence of diabetes, epidemiological characteristics and vascular complications. Arch Cardiol Mex 2023; 93:30-36. [PMID: 36757785 PMCID: PMC10161833 DOI: 10.24875/acm.21000410] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/10/2023] Open
Abstract
OBJECTIVE To estimate prevalence of diabetes in outpatient care and to describe its epidemiological characteristics, comorbidities, and related vascular complications. METHODS Observational cross-sectional study which included all adults affiliated from a private insurance health plan on March 2019, at Hospital Italiano de Buenos Aires, from Argentina. RESULTS The global prevalence of diabetes resulted in 8.5% with 95% CI 8.3-8.6 (12,832 out of a total of 150,725 affiliates). The age stratum with the highest prevalence was the group between 65 and 80 years old with 15.7% (95% CI 15.3-16.1). People with diabetes had a mean age of 70 years (SD 14), 52% were women, and the most frequently associated cardiovascular risk factors were: dyslipidaemia (88%), arterial hypertension (74%) and obesity (55%). In relation to metabolic control, 60% had at least one glycosylated hemoglobin measured in the last year, 70% of which were less than 7%. Almost 80% have LDL measured at least once in the last 2 years, 55% of them had an LDL value equal to or less than 100 mg/dl. The macrovascular complications present in order of frequency were: acute myocardial infarction (11%), cerebrovascular accident (8%) and peripheral vascular disease (4%); while the microvascular complications were found to be diabetic neuropathy (4%) and retinopathy (2%). 7% had diabetic foot, with less than 1% amputations. CONCLUSION Diabetes represents a prevalent problem, even in elderly patients. This population continues to present a high cardiovascular risk, with little compliance with therapeutic goals.
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Affiliation(s)
| | - María F Grande-Ratti
- Servicio de Clínica Médica.,Área de Investigación en Medicina Interna.,Consejo Nacional de Investigaciones Científicas y Técnicas, Departamento de Medicina. Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
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Boateng D, Kumke T, Vernooij R, Goetz I, Meinecke AK, Steenhuis C, Grobbee D, Zuidgeest MGP. Validation of the GetReal Trial Tool - Facilitating discussion and understanding more pragmatic design choices and their implications. Contemp Clin Trials 2023; 125:107054. [PMID: 36529438 DOI: 10.1016/j.cct.2022.107054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 12/12/2022] [Accepted: 12/13/2022] [Indexed: 12/23/2022]
Abstract
BACKGROUND The GetReal Trial Tool is a decision support tool to assess the impact of design choices on generalizability of clinical trials to routine clinical practice, while taking into account the risk of bias, precision, acceptability and operational feasibility. This study describes the validation of the GetReal Trial Tool. METHODS Twelve experts took part in the GetReal Trial tool validation using the protocols of 6 trials conducted with pragmatic elements. The tool entails 7 domains with a total of 43 questions. A pooled Kappa statistic (95% CI) using random effects model was estimated using Open Meta (analyst) software. The possible operational challenges were collated and discussed with the trialists that conducted the trials. RESULTS Agreement in the design choices made for the trial protocols was >50% for all the trials and all teams reached consensus during discussion. The pooled Kappa statistic (95% CI) was 0.236 (0.154-0.318). The GetReal Trial tool highlighted several operational challenges, of which almost half had been experienced previously by the trialists. Out of 25 additional operational challenges mentioned by the trialists, 76% were already highlighted by the tool. The tool was considered helpful to optimize trials right from the design stage. CONCLUSION The GetReal Trial Tool helps to scrutinize the choice of study design in the light of Real World Evidence generation. The tool identifies most of the operational challenges experienced by trialists to date. The tool serves the intended purpose of facilitating discussion and understanding more pragmatic design choices and their implications.
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Affiliation(s)
- Daniel Boateng
- Julius Global Health, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands.
| | | | - Robin Vernooij
- Division Internal Medicine and Dermatology, Nephrology & Hypertension, University Medical Center Utrecht, the Netherlands
| | - Iris Goetz
- Department of Value, Evidence and Outcomes (VEO), Eli Lilly & Co. Ltd, Bracknell, UK
| | - Anna-Katharina Meinecke
- Partnerships and IEG Office, Integrated Evidence Generation & Business Innovation, Medical Affairs & Pharmacovigilance, Bayer AG
| | | | - Diederick Grobbee
- Julius Global Health, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Mira G P Zuidgeest
- Julius Global Health, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
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Lam SSW, Fang AHS, Koh MS, Shantakumar S, Yeo SH, Matchar DB, Ong MEH, Poon KMT, Huang L, Harikrishan S, Milea D, Burke D, Webb D, Ragavendran N, Tan NC, Loo CM. Development of a real-world database for asthma and COPD: The SingHealth-Duke-NUS-GSK COPD and Asthma Real-World Evidence (SDG-CARE) collaboration. BMC Med Inform Decis Mak 2023; 23:4. [PMID: 36624490 PMCID: PMC9830781 DOI: 10.1186/s12911-022-02071-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 11/25/2022] [Indexed: 01/11/2023] Open
Abstract
PURPOSE The SingHealth-Duke-GlaxoSmithKline COPD and Asthma Real-world Evidence (SDG-CARE) collaboration was formed to accelerate the use of Singaporean real-world evidence in research and clinical care. A centerpiece of the collaboration was to develop a near real-time database from clinical and operational data sources to inform healthcare decision making and research studies on asthma and chronic obstructive pulmonary disease (COPD). METHODS Our multidisciplinary team, including clinicians, epidemiologists, data scientists, medical informaticians and IT engineers, adopted the hybrid waterfall-agile project management methodology to develop the SingHealth COPD and Asthma Data Mart (SCDM). The SCDM was developed within the organizational data warehouse. It pulls and maps data from various information systems using extract, transform and load (ETL) pipelines. Robust user testing and data verification was also performed to ensure that the business requirements were met and that the ETL pipelines were valid. RESULTS The SCDM includes 199 data elements relevant to asthma and COPD. Data verification was performed and found the SCDM to be reliable. As of December 31, 2019, the SCDM contained 36,407 unique patients with asthma and COPD across the spectrum from primary to tertiary care in our healthcare system. The database updates weekly to add new data of existing patients and to include new patients who fulfil the inclusion criteria. CONCLUSIONS The SCDM was systematically developed and tested to support the use RWD for clinical and health services research in asthma and COPD. This can serve as a platform to provide research and operational insights to improve the care delivered to our patients.
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Affiliation(s)
- Sean Shao Wei Lam
- grid.428397.30000 0004 0385 0924Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore ,grid.453420.40000 0004 0469 9402Health Services Research Centre, Singapore Health Services, 20 College Road, The Academia – Discovery Tower Level 6, Singapore, 169856 Singapore ,grid.512024.00000 0004 8513 1236Health Services Research Institute, SingHealth Duke NUS Academic Medical Centre, Singapore, Singapore ,grid.412634.60000 0001 0697 8112Lee Kong Chian School of Business, Singapore Management University, Singapore, Singapore
| | - Andrew Hao Sen Fang
- grid.453420.40000 0004 0469 9402SingHealth Polyclinics, SingHealth, Singapore, Singapore
| | - Mariko Siyue Koh
- grid.163555.10000 0000 9486 5048Department of Respiratory and Critical Care Medicine, Singapore General Hospital, Singapore, Singapore ,grid.428397.30000 0004 0385 0924Duke-NUS Medical School, Singapore, Singapore
| | - Sumitra Shantakumar
- grid.428397.30000 0004 0385 0924Duke-NUS Medical School, Singapore, Singapore ,GlaxoSmithKline, Singapore, Singapore
| | | | - David Bruce Matchar
- grid.428397.30000 0004 0385 0924Duke-NUS Medical School, Singapore, Singapore ,grid.26009.3d0000 0004 1936 7961Department of Internal Medicine (General Internal Medicine), Duke University Medical School, Durham, NC USA ,grid.163555.10000 0000 9486 5048Department of Internal Medicine, Singapore General Hospital, Singapore, Singapore
| | - Marcus Eng Hock Ong
- grid.428397.30000 0004 0385 0924Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore ,grid.453420.40000 0004 0469 9402Health Services Research Centre, Singapore Health Services, 20 College Road, The Academia – Discovery Tower Level 6, Singapore, 169856 Singapore ,grid.512024.00000 0004 8513 1236Health Services Research Institute, SingHealth Duke NUS Academic Medical Centre, Singapore, Singapore ,grid.163555.10000 0000 9486 5048Department of Emergency Medicine, Singapore General Hospital, Singapore, Singapore
| | | | - Liming Huang
- Integrated Health Information Systems, Singapore, Singapore
| | - Sudha Harikrishan
- grid.453420.40000 0004 0469 9402Health Services Research Centre, Singapore Health Services, 20 College Road, The Academia – Discovery Tower Level 6, Singapore, 169856 Singapore
| | | | - Des Burke
- GlaxoSmithKline, Singapore, Singapore
| | - Dave Webb
- GlaxoSmithKline, Singapore, Singapore
| | - Narayanan Ragavendran
- grid.453420.40000 0004 0469 9402Health Services Research Centre, Singapore Health Services, 20 College Road, The Academia – Discovery Tower Level 6, Singapore, 169856 Singapore ,grid.428397.30000 0004 0385 0924Duke-NUS Medical School, Singapore, Singapore
| | - Ngiap Chuan Tan
- grid.453420.40000 0004 0469 9402SingHealth Polyclinics, SingHealth, Singapore, Singapore ,grid.428397.30000 0004 0385 0924Duke-NUS Medical School, Singapore, Singapore
| | - Chian Min Loo
- grid.163555.10000 0000 9486 5048Department of Respiratory and Critical Care Medicine, Singapore General Hospital, Singapore, Singapore ,grid.428397.30000 0004 0385 0924Duke-NUS Medical School, Singapore, Singapore
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Tapia J, Basalo M, Enjuanes C, Calero E, José N, Ruíz M, Calvo E, Garcimartín P, Moliner P, Hidalgo E, Yun S, Garay A, Jiménez-Marrero S, Pons A, Corbella X, Colet JC. Psychosocial factors partially explain gender differences in health-related quality of life in heart failure patients. ESC Heart Fail 2022; 10:1090-1102. [PMID: 36582154 PMCID: PMC10053343 DOI: 10.1002/ehf2.14260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Revised: 11/14/2022] [Accepted: 11/27/2022] [Indexed: 12/31/2022] Open
Abstract
AIMS There is little information about the influence of gender on quality of life (QoL) in heart failure. The purpose of this study was to evaluate whether the health-related QoL gap between men and women can be explained by the interaction between psychosocial factors and clinical determinants in a real-word cohort of patients with chronic heart failure. METHODS AND RESULTS We conducted a single-centre, observational, prospective cohort study of 1236 consecutive patients diagnosed with chronic heart failure recruited between 2004 and 2014. To assess QoL, we used the Minnesota Living with Heart Failure Questionnaire (MLHFQ). Female gender was associated with worse global QoL compared to male gender (MLHFQ overall summary score: 49 ± 23 vs. 43 ± 24; P value <0.001, respectively) and similarly had poorer scores in physical and emotional dimensions but scored better on social dimension. In univariate models and in models adjusted for clinical determinants, female gender behaved as a predictor of worse global, physical and emotional QoL, and better social QoL compared with men. In models only including psychosocial determinants and in comprehensive models including all psychosocial and clinical factors, these differences according to gender were no longer significant. CONCLUSIONS In this study, we have shown that the gap in health-related QoL between men and women with chronic heart failure can be partially explained by the interaction between biological and psychosocial factors. Biological factors are the main drivers of QoL in HF patients. However, the contribution of psychosocial factors is essential to definitively understand the role of gender in this field.
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Affiliation(s)
- Javier Tapia
- Bio-Heart Cardiovascular Diseases Research Group, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain.,Department of Clinical Sciences, School of Medicine, University of Barcelona, Barcelona, Spain
| | - María Basalo
- Bio-Heart Cardiovascular Diseases Research Group, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain.,Cardiology Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Feixa Llarga, s/n, 08907, Barcelona, Spain
| | - Cristina Enjuanes
- Bio-Heart Cardiovascular Diseases Research Group, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain.,Cardiology Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Feixa Llarga, s/n, 08907, Barcelona, Spain.,Community Heart Failure Program (UMICO), Cardiology Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Esther Calero
- Bio-Heart Cardiovascular Diseases Research Group, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain.,Cardiology Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Feixa Llarga, s/n, 08907, Barcelona, Spain.,Community Heart Failure Program (UMICO), Cardiology Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Nuria José
- Bio-Heart Cardiovascular Diseases Research Group, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain.,Cardiology Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Feixa Llarga, s/n, 08907, Barcelona, Spain.,Community Heart Failure Program (UMICO), Cardiology Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Marta Ruíz
- Bio-Heart Cardiovascular Diseases Research Group, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain.,Cardiology Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Feixa Llarga, s/n, 08907, Barcelona, Spain.,Community Heart Failure Program (UMICO), Cardiology Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Elena Calvo
- Bio-Heart Cardiovascular Diseases Research Group, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain.,Cardiology Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Feixa Llarga, s/n, 08907, Barcelona, Spain
| | - Paloma Garcimartín
- Biomedical Research in Heart Diseases, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain.,Hospital del Mar, Parc de Salut Mar, Barcelona, Spain.,Escola Superior d'Enfermería del Mar, Parc de Salut Mar, Barcelona, Spain
| | - Pedro Moliner
- Bio-Heart Cardiovascular Diseases Research Group, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain.,Cardiology Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Feixa Llarga, s/n, 08907, Barcelona, Spain.,Community Heart Failure Program (UMICO), Cardiology Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Encarna Hidalgo
- Cardiology Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Feixa Llarga, s/n, 08907, Barcelona, Spain.,Community Heart Failure Program (UMICO), Cardiology Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Sergi Yun
- Bio-Heart Cardiovascular Diseases Research Group, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain.,Community Heart Failure Program (UMICO), Cardiology Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Barcelona, Spain.,Internal Medicine Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Alberto Garay
- Bio-Heart Cardiovascular Diseases Research Group, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain.,Cardiology Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Feixa Llarga, s/n, 08907, Barcelona, Spain.,Community Heart Failure Program (UMICO), Cardiology Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Santiago Jiménez-Marrero
- Bio-Heart Cardiovascular Diseases Research Group, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain.,Cardiology Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Feixa Llarga, s/n, 08907, Barcelona, Spain.,Community Heart Failure Program (UMICO), Cardiology Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Alexandra Pons
- Cardiology Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Feixa Llarga, s/n, 08907, Barcelona, Spain
| | - Xavier Corbella
- Internal Medicine Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Barcelona, Spain.,Department of Medicine, Universitat Autónoma de Barcelona, Barcelona, Spain
| | - Josep Comín Colet
- Bio-Heart Cardiovascular Diseases Research Group, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain.,Department of Clinical Sciences, School of Medicine, University of Barcelona, Barcelona, Spain.,Cardiology Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Feixa Llarga, s/n, 08907, Barcelona, Spain.,Community Heart Failure Program (UMICO), Cardiology Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Barcelona, Spain
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You SC, Lee S, Choi B, Park RW. Establishment of an International Evidence Sharing Network Through Common Data Model for Cardiovascular Research. Korean Circ J 2022; 52:853-864. [PMID: 36478647 PMCID: PMC9742390 DOI: 10.4070/kcj.2022.0294] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 11/10/2022] [Indexed: 08/21/2023] Open
Abstract
A retrospective observational study is one of the most widely used research methods in medicine. However, evidence postulated from a single data source likely contains biases such as selection bias, information bias, and confounding bias. Acquiring enough data from multiple institutions is one of the most effective methods to overcome the limitations. However, acquiring data from multiple institutions from many countries requires enormous effort because of financial, technical, ethical, and legal issues as well as standardization of data structure and semantics. The Observational Health Data Sciences and Informatics (OHDSI) research network standardized 928 million unique records or 12% of the world's population into a common structure and meaning and established a research network of 453 data partners from 41 countries around the world. OHDSI is a distributed research network wherein researchers do not own or directly share data but only analyzed results. However, sharing evidence without sharing data is difficult to understand. In this review, we will look at the basic principles of OHDSI, common data model, distributed research networks, and some representative studies in the cardiovascular field using the network. This paper also briefly introduces a Korean distributed research network named FeederNet.
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Affiliation(s)
- Seng Chan You
- Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Korea
- Institute for Innovation in Digital Healthcare, Yonsei University, Seoul, Korea
| | - Seongwon Lee
- Department of Biomedical Informatics, Ajou University School of Medicine, Suwon, Korea
| | - Byungjin Choi
- Department of Biomedical Informatics, Ajou University School of Medicine, Suwon, Korea
- Department of Biomedical Sciences, Ajou University Graduate School of Medicine, Suwon, Korea
| | - Rae Woong Park
- Department of Biomedical Informatics, Ajou University School of Medicine, Suwon, Korea
- Department of Biomedical Sciences, Ajou University Graduate School of Medicine, Suwon, Korea.
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Ritchie B, Martins KJB, Tran DT, Blain H, Richer L, Klarenbach SW. Economic impact of self-administered subcutaneous versus clinic-administered intravenous immunoglobulin G therapy in Alberta, Canada: a population-based cohort study. Allergy Asthma Clin Immunol 2022; 18:99. [PMID: 36434668 PMCID: PMC9700869 DOI: 10.1186/s13223-022-00735-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 10/17/2022] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Self-administered subcutaneous immunoglobulin G (SCIg) reduces nursing time and eliminates the need for treatment at ambulatory care clinics, as compared with clinic-based intravenously administered IgG (IVIg), and are therapeutically equivalent. Estimating the economic impact of self-administered SCIg versus clinic-administered IVIg therapy may guide treatment recommendations. METHODS A retrospective population-based cohort study using administrative data from Alberta was performed; those treated with IgG between April 1, 2012 and March 31, 2019 were included. Costs for medical laboratory staff and nursing time, as well as ambulatory care visits were considered. Univariate generalized linear model regression with gamma distribution and log link was used to compare cost ($CDN 2020) between SCIg and IVIg administration. Stratified analysis by age (≥ 18-years; < 18-years) was performed. RESULTS Among 7,890 (6,148 adults; 1,742 children) individuals who received IgG, the average administration cost per patient-year of self-administered SCIg was $5,386 (95% confidence interval [CI] $5,039, $5,734) lower than clinic-administered IVIg; per patient-year cost of self-administered SCIg was $817 (95% CI $723, $912) versus $6,204 (95% CI $6,100, $6,308) for clinic-administered IVIg. The per patient-year cost of self-administered SCIg was $5,931 (95% CI $5,543, $6,319) lower among adults and $3,177 (95% CI $2,473, $3,882) lower among children compared with clinic-administered IVIg. An estimated $31.0 million (95% CI $29.0, $33.0) in cost savings to the health system would be realised if 80% of individuals switched from clinic-administered IVIg to self-administered SCIg. CONCLUSIONS Self-administered SCIg is substantially less costly from a health care payer perspective in Canada. Within this type of health system, switching to self-administered SCIg has the potential to reduce overall health care costs, lessen nursing burden, and may increase clinic-based capacity for others.
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Affiliation(s)
- Bruce Ritchie
- grid.17089.370000 0001 2190 316X Department of Medicine, University of Alberta, Edmonton, Canada
| | - Karen J. B. Martins
- grid.17089.370000 0001 2190 316XReal World Evidence Unit, University of Alberta, Edmonton, AB Canada
| | - Dat T. Tran
- grid.414721.50000 0001 0218 1341Institute of Health Economics, Edmonton, AB Canada ,grid.17089.370000 0001 2190 316XSchool of Public Health, University of Alberta, Edmonton, AB Canada
| | | | - Lawrence Richer
- grid.17089.370000 0001 2190 316XDepartment of Pediatrics, University of Alberta, Edmonton, AB Canada
| | - Scott W. Klarenbach
- grid.17089.370000 0001 2190 316X Department of Medicine, University of Alberta, Edmonton, Canada ,grid.17089.370000 0001 2190 316XReal World Evidence Unit, University of Alberta, Edmonton, AB Canada
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47
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Hsu R, Herrmann A, Gaur K, Xia B, Nieva JJ. Evaluating Real World Mutational Differences Between Hispanics and Asians in NSCLC at a Large Academic Institution in Los Angeles. Clin Lung Cancer 2022; 23:e443-52. [PMID: 35902325 DOI: 10.1016/j.cllc.2022.06.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 06/03/2022] [Accepted: 06/16/2022] [Indexed: 01/27/2023]
Abstract
INTRODUCTION Hispanics living in the United States have higher rates of Epidermal Growth Factor Receptor (EGFR) mutations compared with Non-Hispanic Whites. While this higher incidence is like Asian patients living in the United States, the outcomes for Hispanic patients differ. We looked to compare the variances in mutational profiles between Hispanics and Asians in Los Angeles. PATIENTS AND METHODS Three hundred ninety three non-small cell lung cancer (NSCLC) patients treated at Los Angeles County + University of Southern California (LAC + USC) Medical Center and Norris Comprehensive Cancer Center who received comprehensive genomic profiling (CGP) were evaluated from July 2017 to August 2020. CGP was done using tissue biopsies (n = 211) from Caris Life Sciences and liquid biopsies (n = 231) from Guardant Health. Multivariate logistic regression evaluated the role of race between Hispanics and Asians. RESULTS In the Hispanic cohort (n = 90), 50.0% were male, median age of diagnosis was 62, 54.5% were non-smokers, and 85.5% had adenocarcinoma. In Asians (n = 142), 47.5% were male, median age of diagnosis was 65, 59.6% were non-smokers, and 83.8% had adenocarcinoma. Hispanic patients had greater prevalence of Kirsten rat sarcoma virus (KRAS) mutations (odds ratio [OR] 4.42, 95% confidence interval [95% CI]: 1.63-12.83) and lesser prevalence of EGFR mutations (OR 0.31, 95% CI: 0.16-0.59). There were a greater proportion of Hispanic smokers with KRAS mutations (14/41; 34.1%) than Asian smokers (4/58; 6.9%). CONCLUSION We saw a greater percentage of Hispanics with KRAS mutations despite similar smoking percentages along with a greater percentage of Asians with EGFR mutations. This study shows that ethnic and racial backgrounds of the patient can influence the effects of potentially carcinogenic exposures leading to variances of mutation frequency of NSCLC among different ethnicities.
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Bujkiewicz S, Singh J, Wheaton L, Jenkins D, Martina R, Hyrich KL, Abrams KR. Bridging disconnected networks of first and second lines of biologic therapies in rheumatoid arthritis with registry data: bayesian evidence synthesis with target trial emulation. J Clin Epidemiol 2022; 150:171-178. [PMID: 35850425 DOI: 10.1016/j.jclinepi.2022.06.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Revised: 05/27/2022] [Accepted: 06/20/2022] [Indexed: 10/17/2022]
Abstract
OBJECTIVES We aim to use real-world data in evidence synthesis to optimize an evidence base for the effectiveness of biologic therapies in rheumatoid arthritis to allow for evidence on first-line therapies to inform second-line effectiveness estimates. STUDY DESIGN AND SETTING We use data from the British Society for Rheumatology Biologics Register for Rheumatoid Arthritis to supplement randomized controlled trials evidence obtained from the literature, by emulating target trials of treatment sequences to estimate treatment effects in each line of therapy. Treatment effects estimates from the target trials inform a bivariate network meta-analysis (NMA) of first-line and second-line treatments. RESULTS Summary data were obtained from 21 trials of biologic therapies including two for second-line treatment and results from six emulated target trials of both treatment lines. Bivariate NMA resulted in a decrease in uncertainty around the effectiveness estimates of the second-line therapies, when compared to the results of univariate NMA, and allowed for predictions of treatment effects not evaluated in second-line randomized controlled trials. CONCLUSION Bivariate NMA provides effectiveness estimates for all treatments in first and second line, including predicted effects in second line where these estimates did not exist in the data. This novel methodology may have further applications; for example, for bridging networks of trials in children and adults.
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Affiliation(s)
- Sylwia Bujkiewicz
- Biostatistics Research Group, Department of Health Sciences, University of Leicester, University Road, Leicester, LE1 7RH, UK.
| | - Janharpreet Singh
- Biostatistics Research Group, Department of Health Sciences, University of Leicester, University Road, Leicester, LE1 7RH, UK
| | - Lorna Wheaton
- Biostatistics Research Group, Department of Health Sciences, University of Leicester, University Road, Leicester, LE1 7RH, UK
| | - David Jenkins
- Biostatistics Research Group, Department of Health Sciences, University of Leicester, University Road, Leicester, LE1 7RH, UK; Centre for Health Informatics, Division of Informatics, Imaging and Data Science, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Reynaldo Martina
- Biostatistics Research Group, Department of Health Sciences, University of Leicester, University Road, Leicester, LE1 7RH, UK
| | - Kimme L Hyrich
- NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Sciences Centre, Manchester, UK; Versus Arthritis Centre for Epidemiology, Centre for Musculoskeletal Research, The University of Manchester, Manchester, M13 9PL, UK
| | - Keith R Abrams
- Biostatistics Research Group, Department of Health Sciences, University of Leicester, University Road, Leicester, LE1 7RH, UK; Department of Statistics, University of Warwick, Coventry, CV4 7AL, UK; Centre for Health Economics, University of York, York, YO10 5DD, UK
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Grady M, Cameron H, Bhatiker A, Holt E, Schnell O. Real-World Evidence of Improved Glycemic Control in People with Diabetes Using a Bluetooth-Connected Blood Glucose Meter with a Mobile Diabetes Management App. Diabetes Technol Ther 2022; 24:770-778. [PMID: 35653730 PMCID: PMC9529309 DOI: 10.1089/dia.2022.0134] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Background: The OneTouch Verio Reflect (OTVR) meter provides ColorSure Dynamic Range Indicator (DCRI) and Blood Sugar Mentor (BSM) features that are complemented by the OneTouch Reveal (OTR) mobile app. We sought to provide real-world evidence that these products support improved glycemic control. Methods: Anonymised glucose and app analytics were extracted from the LifeScan server for 4154 people with type 1 diabetes (PwT1D) and 13,623 people with type 2 diabetes (PwT2D). Data from their first 14 days were compared with the 14 days before the 90-day time point using paired within-subject differences. Results: Percentage glucose readings in range (RIR) 70-180 mg/dL improved by +8.1% (from 58% to 66.1%) in PwT1D and by +11.2% (from 72.4% to 83.6%) in PwT2D. Hyperglycemic readings (>180 mg/dL) reduced by -8.5% (from 37.1% to 28.6%) in PwT1D and by -11.3% (from 26.4% to 15.1%) in PwT2D. Mean glucose reduced on average by -14.5 mg/dL (from 174.8 to 160.2 mg/dL) in PwT1D and -18.2 mg/dL (from 157.8 to 139.6 mg/dL) in PwT2D. Glycemic improvement was strongly associated with OTR app engagement. Two to three sessions or 11 to 20 min/week in the app improved readings in range in PwT1D by +7.0% or +8.4%, respectively. Similar engagement trends for glycemic improvement were observed in PwT2D. Proportions of subjects achieving a 5% or 10% improvement in RIR were 46.9%/36.6% for PwT1D and 48.7%/37.7% for PwT2D. Conclusions: Real-world data from over 17,000 people with diabetes (PWDs) demonstrated significantly improved readings in range and reduced the burden of hyperglycemia in PWDs using the OTVR meter and OTR app.
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Affiliation(s)
- Mike Grady
- LifeScan Scotland Ltd., Beechwood Park North, Inverness, United Kingdom
- Address correspondence to: Mike Grady, PhD, MSc, LifeScan Scotland Ltd., Beechwood Park North, IV2 3ED Inverness, United Kingdom
| | - Hilary Cameron
- LifeScan Scotland Ltd., Beechwood Park North, Inverness, United Kingdom
| | | | | | - Oliver Schnell
- Forschergruppe Diabetes e.V., Helmholz Center Munich, Neuherberg (Munich), Germany
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Bridgewater J, Jiao X, Parimi M, Flach C, Stratford J, Kamburov A, Schmitz AA, Zong J, Reeves JA, Keating K, Bruno A, Fellous M, Pereira MB, Bazhenova L. Prognosis and oncogenomic profiling of patients with tropomyosin receptor kinase fusion cancer in the 100,000 genomes project. Cancer Treat Res Commun 2022; 33:100623. [PMID: 36041373 DOI: 10.1016/j.ctarc.2022.100623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 08/02/2022] [Accepted: 08/12/2022] [Indexed: 06/15/2023]
Abstract
INTRODUCTION Neurotrophic tyrosine receptor kinase (NTRK) gene fusions are oncogenic drivers in various tumor types. Limited data exist on the overall survival (OS) of patients with tumors with NTRK gene fusions and on the co-occurrence of NTRK fusions with other oncogenic drivers. MATERIALS AND METHODS This retrospective study included patients enrolled in the Genomics England 100,000 Genomes Project who had linked clinical data from UK databases. Patients who had undergone tumor whole genome sequencing between March 2016 and July 2019 were included. Patients with and without NTRK fusions were matched. OS was analyzed along with oncogenic alterations in ALK, BRAF, EGFR, ERBB2, KRAS, and ROS1, and tumor mutation burden (TMB) and microsatellite instability (MSI). RESULTS Of 15,223 patients analyzed, 38 (0.25%) had NTRK gene fusions in 11 tumor types, the most common were breast cancer, colorectal cancer (CRC), and sarcoma. Median OS was not reached in both the NTRK gene fusion-positive and -negative groups (hazard ratio 1.47, 95% CI 0.39-5.57, P = 0.572). A KRAS mutation was identified in two (5%) patients with NTRK gene fusions, and both had hepatobiliary cancer. High TMB and MSI were both more common in patients with NTRK gene fusions, due to the CRC subset. While there was a higher risk of death in patients with NTRK gene fusions compared to those without, the difference was not statistically significant. CONCLUSION This study supports the hypothesis that NTRK gene fusions are primary oncogenic drivers and the co-occurrence of NTRK gene fusions with other oncogenic alterations is rare.
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Affiliation(s)
- John Bridgewater
- University College London Hospitals NHS Trust, London, United Kingdom; University College London Cancer Institute, London, United Kingdom.
| | - Xiaolong Jiao
- Bayer HealthCare Pharmaceuticals, Inc., Whippany, NJ, United States of America
| | | | - Clare Flach
- Real World Solutions, IQVIA, London, United Kingdom
| | | | | | | | - Jihong Zong
- Bayer HealthCare Pharmaceuticals, Inc., Whippany, NJ, United States of America
| | - John A Reeves
- Bayer HealthCare Pharmaceuticals, Inc., Whippany, NJ, United States of America
| | - Karen Keating
- Bayer HealthCare Pharmaceuticals, Inc., Whippany, NJ, United States of America
| | - Amanda Bruno
- Bayer HealthCare Pharmaceuticals, Inc., Whippany, NJ, United States of America
| | - Marc Fellous
- Bayer HealthCare Pharmaceuticals, Inc., Basel, Switzerland
| | | | - Lyudmila Bazhenova
- University of California San Diego Moores Cancer Center, San Diego, CA, United States of America
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