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Varady KA, Chow LS. Optimizing the design of time-restricted eating human trials. Nat Metab 2024:10.1038/s42255-024-01073-0. [PMID: 38907080 DOI: 10.1038/s42255-024-01073-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/23/2024]
Affiliation(s)
- Krista A Varady
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA.
| | - Lisa S Chow
- Department of Medicine, Division of Diabetes, Endocrinology and Metabolism, University of Minnesota, Minnesota, MN, USA
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2
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Armah A, Jackson C, Kolba N, Gracey PR, Shukla V, Padilla-Zakour OI, Warkentin T, Tako E. Effects of Pea ( Pisum sativum) Prebiotics on Intestinal Iron-Related Proteins and Microbial Populations In Vivo ( Gallus gallus). Nutrients 2024; 16:1856. [PMID: 38931211 PMCID: PMC11206367 DOI: 10.3390/nu16121856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Revised: 06/06/2024] [Accepted: 06/11/2024] [Indexed: 06/28/2024] Open
Abstract
Iron deficiency remains a public health challenge globally. Prebiotics have the potential to improve iron bioavailability by modulating intestinal bacterial population, increasing SCFA production, and stimulating expression of brush border membrane (BBM) iron transport proteins among iron-deficient populations. This study intended to investigate the potential effects of soluble extracts from the cotyledon and seed coat of three pea (Pisum sativum) varieties (CDC Striker, CDC Dakota, and CDC Meadow) on the expression of BBM iron-related proteins (DCYTB and DMT1) and populations of beneficial intestinal bacteria in vivo using the Gallus gallus model by oral gavage (one day old chicks) with 1 mL of 50 mg/mL pea soluble extract solutions. The seed coat treatment groups increased the relative abundance of Bifidobacterium compared to the cotyledon treatment groups, with CDC Dakota seed coat (dark brown pigmented) recording the highest relative abundance of Bifidobacterium. In contrast, CDC Striker Cotyledon (dark-green-pigmented) significantly increased the relative abundance of Lactobacillus (p < 0.05). Subsequently, the two dark-pigmented treatment groups (CDC Striker Cotyledon and CDC Dakota seed coats) recorded the highest expression of DCYTB. Our study suggests that soluble extracts from the pea seed coat and dark-pigmented pea cotyledon may improve iron bioavailability by affecting intestinal bacterial populations.
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Affiliation(s)
- Abigail Armah
- Department of Food Science, Cornell University, Ithaca, NY 14850, USA; (A.A.); (C.J.); (N.K.); (P.R.G.); (V.S.); (O.I.P.-Z.)
| | - Cydney Jackson
- Department of Food Science, Cornell University, Ithaca, NY 14850, USA; (A.A.); (C.J.); (N.K.); (P.R.G.); (V.S.); (O.I.P.-Z.)
| | - Nikolai Kolba
- Department of Food Science, Cornell University, Ithaca, NY 14850, USA; (A.A.); (C.J.); (N.K.); (P.R.G.); (V.S.); (O.I.P.-Z.)
| | - Peter R. Gracey
- Department of Food Science, Cornell University, Ithaca, NY 14850, USA; (A.A.); (C.J.); (N.K.); (P.R.G.); (V.S.); (O.I.P.-Z.)
| | - Viral Shukla
- Department of Food Science, Cornell University, Ithaca, NY 14850, USA; (A.A.); (C.J.); (N.K.); (P.R.G.); (V.S.); (O.I.P.-Z.)
| | - Olga I. Padilla-Zakour
- Department of Food Science, Cornell University, Ithaca, NY 14850, USA; (A.A.); (C.J.); (N.K.); (P.R.G.); (V.S.); (O.I.P.-Z.)
| | - Tom Warkentin
- Crop Development Centre, Department of Plant Sciences, University of Saskatchewan, 51 Campus Dr., Saskatoon, SK S7N 5A8, Canada;
| | - Elad Tako
- Department of Food Science, Cornell University, Ithaca, NY 14850, USA; (A.A.); (C.J.); (N.K.); (P.R.G.); (V.S.); (O.I.P.-Z.)
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3
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Vazquez AR, Wong WK. Mathematical programming tools for randomization purposes in small two-arm clinical trials: A case study with real data. Pharm Stat 2024. [PMID: 38613324 DOI: 10.1002/pst.2388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 02/06/2024] [Accepted: 03/26/2024] [Indexed: 04/14/2024]
Abstract
Modern randomization methods in clinical trials are invariably adaptive, meaning that the assignment of the next subject to a treatment group uses the accumulated information in the trial. Some of the recent adaptive randomization methods use mathematical programming to construct attractive clinical trials that balance the group features, such as their sizes and covariate distributions of their subjects. We review some of these methods and compare their performance with common covariate-adaptive randomization methods for small clinical trials. We introduce an energy distance measure that compares the discrepancy between the two groups using the joint distribution of the subjects' covariates. This metric is more appealing than evaluating the discrepancy between the groups using their marginal covariate distributions. Using numerical experiments, we demonstrate the advantages of the mathematical programming methods under the new measure. In the supplementary material, we provide R codes to reproduce our study results and facilitate comparisons of different randomization procedures.
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Affiliation(s)
- Alan R Vazquez
- School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, Nuevo Leon, Mexico
| | - Weng-Kee Wong
- Department of Biostatistics, University of California, Los Angeles, California, USA
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4
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Yu M, Wang S, He K, Teng F, Deng J, Guo S, Yin X, Lu Q, Gu W. Predicting the complexity and mortality of polytrauma patients with machine learning models. Sci Rep 2024; 14:8302. [PMID: 38594313 PMCID: PMC11004111 DOI: 10.1038/s41598-024-58830-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2023] [Accepted: 04/03/2024] [Indexed: 04/11/2024] Open
Abstract
We aim to develop machine learning (ML) models for predicting the complexity and mortality of polytrauma patients using clinical features, including physician diagnoses and physiological data. We conducted a retrospective analysis of a cohort comprising 756 polytrauma patients admitted to the intensive care unit (ICU) at Pizhou People's Hospital Trauma Center, Jiangsu, China between 2020 and 2022. Clinical parameters encompassed demographics, vital signs, laboratory values, clinical scores and physician diagnoses. The two primary outcomes considered were mortality and complexity. We developed ML models to predict polytrauma mortality or complexity using four ML algorithms, including Support Vector Machine (SVM), Random Forest (RF), Artificial Neural Network (ANN) and eXtreme Gradient Boosting (XGBoost). We assessed the models' performance and compared the optimal ML model against three existing trauma evaluation scores, including Injury Severity Score (ISS), Trauma Index (TI) and Glasgow Coma Scale (GCS). In addition, we identified several important clinical predictors that made contributions to the prognostic models. The XGBoost-based polytrauma mortality prediction model demonstrated a predictive ability with an accuracy of 90% and an F-score of 88%, outperforming SVM, RF and ANN models. In comparison to conventional scoring systems, the XGBoost model had substantial improvements in predicting the mortality of polytrauma patients. External validation yielded strong stability and generalization with an accuracy of up to 91% and an AUC of 82%. To predict polytrauma complexity, the XGBoost model maintained its performance over other models and scoring systems with good calibration and discrimination abilities. Feature importance analysis highlighted several clinical predictors of polytrauma complexity and mortality, such as Intracranial hematoma (ICH). Leveraging ML algorithms in polytrauma care can enhance the prognostic estimation of polytrauma patients. This approach may have potential value in the management of polytrauma patients.
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Affiliation(s)
- Meiqi Yu
- School of Artificial Intelligence and Information Technology, Nanjing University of Chinese Medicine, Nanjing, 210023, Jiangsu, China
- Jiangsu Province Engineering Research Center of TCM Intelligence Health Service, Nanjing University of Chinese Medicine, Nanjing, 210023, Jiangsu, China
| | - Shen Wang
- Department of Orthopedics and Traumatology, Peking University People's Hospital, Beijing, 100044, China
| | - Kai He
- School of Artificial Intelligence and Information Technology, Nanjing University of Chinese Medicine, Nanjing, 210023, Jiangsu, China
- Jiangsu Province Engineering Research Center of TCM Intelligence Health Service, Nanjing University of Chinese Medicine, Nanjing, 210023, Jiangsu, China
| | - Fei Teng
- Trauma Center, Pizhou People's Hospital, Xuzhou, 221300, Jiangsu, China
| | - Jin Deng
- Department of Orthopedics and Traumatology, Peking University People's Hospital, Beijing, 100044, China
| | - Shuhang Guo
- Department of Orthopedics and Traumatology, Peking University People's Hospital, Beijing, 100044, China
| | - Xiaofeng Yin
- Department of Orthopedics and Traumatology, Peking University People's Hospital, Beijing, 100044, China.
- Key Laboratory of Trauma and Neural Regeneration (Peking University), Ministry of Education, 100044, Beijing, China.
- National Center for Trauma Medicine, 100044, Beijing, China.
| | - Qingguo Lu
- Trauma Center, Pizhou People's Hospital, Xuzhou, 221300, Jiangsu, China.
| | - Wanjun Gu
- School of Artificial Intelligence and Information Technology, Nanjing University of Chinese Medicine, Nanjing, 210023, Jiangsu, China.
- Jiangsu Province Engineering Research Center of TCM Intelligence Health Service, Nanjing University of Chinese Medicine, Nanjing, 210023, Jiangsu, China.
- Collaborative Innovation Center of Jiangsu Province of Cancer Prevention and Treatment of Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing, 210023, Jiangsu, China.
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5
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Pastor A, Bourdin-Kreitz P. Comparing episodic memory outcomes from walking augmented reality and stationary virtual reality encoding experiences. Sci Rep 2024; 14:7580. [PMID: 38555291 PMCID: PMC10981735 DOI: 10.1038/s41598-024-57668-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Accepted: 03/11/2024] [Indexed: 04/02/2024] Open
Abstract
Episodic Memory (EM) is the neurocognitive capacity to consciously recollect personally experienced events in specific spatio-temporal contexts. Although the relevance of spatial and temporal information is widely acknowledged in the EM literature, it remains unclear whether and how EM performance and organisation is modulated by self-motion, and by motor- and visually- salient environmental features (EFs) of the encoding environment. This study examines whether and how EM is modulated by locomotion and the EFs encountered in a controlled lifelike learning route within a large-scale building. Twenty-eight healthy participants took part in a museum-tour encoding task implemented in walking Augmented Reality (AR) and stationary Virtual Reality (VR) conditions. EM performance and organisation were assessed immediately and 48-hours after trials using a Remember/Familiar recognition paradigm. Results showed a significant positive modulation effect of locomotion on distinctive EM aspects. Findings highlighted a significant performance enhancement effect of stairway-adjacent locations compared to dead-end and mid-route stimuli-presentation locations. The results of this study may serve as design criteria to facilitate neurocognitive rehabilitative interventions of EM. The underlying technological framework developed for this study represents a novel and ecologically sound method for evaluating EM processes in lifelike situations, allowing researchers a naturalistic perspective into the complex nature of EM.
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Affiliation(s)
- Alvaro Pastor
- XR-Lab, Research-HUB, Universitat Oberta de Catalunya, Barcelona, Spain
- Computer Science, Multimedia and Telecommunication Department, Universitat Oberta de Catalunya, Barcelona, Spain
| | - Pierre Bourdin-Kreitz
- XR-Lab, Research-HUB, Universitat Oberta de Catalunya, Barcelona, Spain.
- Computer Science, Multimedia and Telecommunication Department, Universitat Oberta de Catalunya, Barcelona, Spain.
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6
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Liau MYQ, Toh EQ, Muhamed S, Selvakumar SV, Shelat VG. Can propensity score matching replace randomized controlled trials? World J Methodol 2024; 14:90590. [PMID: 38577204 PMCID: PMC10989411 DOI: 10.5662/wjm.v14.i1.90590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 01/05/2024] [Accepted: 02/23/2024] [Indexed: 03/07/2024] Open
Abstract
Randomized controlled trials (RCTs) have long been recognized as the gold standard for establishing causal relationships in clinical research. Despite that, various limitations of RCTs prevent its widespread implementation, ranging from the ethicality of withholding potentially-lifesaving treatment from a group to relatively poor external validity due to stringent inclusion criteria, amongst others. However, with the introduction of propensity score matching (PSM) as a retrospective statistical tool, new frontiers in establishing causation in clinical research were opened up. PSM predicts treatment effects using observational data from existing sources such as registries or electronic health records, to create a matched sample of participants who received or did not receive the intervention based on their propensity scores, which takes into account characteristics such as age, gender and comorbidities. Given its retrospective nature and its use of observational data from existing sources, PSM circumvents the aforementioned ethical issues faced by RCTs. Majority of RCTs exclude elderly, pregnant women and young children; thus, evidence of therapy efficacy is rarely proven by robust clinical research for this population. On the other hand, by matching study patient characteristics to that of the population of interest, including the elderly, pregnant women and young children, PSM allows for generalization of results to the wider population and hence greatly increases the external validity. Instead of replacing RCTs with PSM, the synergistic integration of PSM into RCTs stands to provide better research outcomes with both methods complementing each other. For example, in an RCT investigating the impact of mannitol on outcomes among participants of the Intensive Blood Pressure Reduction in Acute Cerebral Hemorrhage Trial, the baseline characteristics of comorbidities and current medications between treatment and control arms were significantly different despite the randomization protocol. Therefore, PSM was incorporated in its analysis to create samples from the treatment and control arms that were matched in terms of these baseline characteristics, thus providing a fairer comparison for the impact of mannitol. This literature review reports the applications, advantages, and considerations of using PSM with RCTs, illustrating its utility in refining randomization, improving external validity, and accounting for non-compliance to protocol. Future research should consider integrating the use of PSM in RCTs to better generalize outcomes to target populations for clinical practice and thereby benefit a wider range of patients, while maintaining the robustness of randomization offered by RCTs.
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Affiliation(s)
- Matthias Yi Quan Liau
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 308232, Singapore
| | - En Qi Toh
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 308232, Singapore
| | - Shamir Muhamed
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 308232, Singapore
| | - Surya Varma Selvakumar
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 308232, Singapore
| | - Vishalkumar Girishchandra Shelat
- Department of General Surgery, Tan Tock Seng Hospital, Singapore 308433, Singapore
- Surgical Science Training Centre, Tan Tock Seng Hospital, Singapore 308433, Singapore
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7
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Witkiewitz K, Tuchman FR. Designing and testing treatments for alcohol use disorder. INTERNATIONAL REVIEW OF NEUROBIOLOGY 2024; 175:277-312. [PMID: 38555119 DOI: 10.1016/bs.irn.2024.02.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/02/2024]
Abstract
This chapter provides a succinct overview of several recommendations for the design and analysis of treatments for AUD with a specific focus on increasing rigor and generalizability of treatment studies in order to increase the reach of AUD treatment. We recommend that researchers always register their trials in a clinical trial registry and make the protocol accessible so that the trial can be replicated in future work, follow CONSORT reporting guidelines when reporting the results of the trial, carefully describe all inclusion and exclusion criteria as well as the randomization scheme, and always use an intent to treat design with attention to analysis of missing data. In addition, we recommend that researchers pay closer attention to recruitment and engagement strategies that increase enrollment and retention of historically marginalized and understudied populations, and we end with a plea for more consideration of implementation science approaches to increase the dissemination and implementation of AUD treatment in real-world settings.
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Affiliation(s)
- Katie Witkiewitz
- Department of Psychology and Center on Alcohol, Substance Use, and Addictions, University of New Mexico, Albuquerque, New Mexico, United States.
| | - Felicia R Tuchman
- Department of Psychology and Center on Alcohol, Substance Use, and Addictions, University of New Mexico, Albuquerque, New Mexico, United States
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8
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Reynolds P. Statistical design of experiments: the forgotten component of Reduction. Lab Anim (NY) 2024; 53:57-59. [PMID: 38383820 DOI: 10.1038/s41684-024-01334-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/23/2024]
Affiliation(s)
- Penny Reynolds
- Department of Anesthesiology, University of Florida, Gainesville, FL, USA.
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Sverdlov O, Ryeznik Y, Anisimov V, Kuznetsova OM, Knight R, Carter K, Drescher S, Zhao W. Selecting a randomization method for a multi-center clinical trial with stochastic recruitment considerations. BMC Med Res Methodol 2024; 24:52. [PMID: 38418968 PMCID: PMC10900599 DOI: 10.1186/s12874-023-02131-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Accepted: 12/19/2023] [Indexed: 03/02/2024] Open
Abstract
BACKGROUND The design of a multi-center randomized controlled trial (RCT) involves multiple considerations, such as the choice of the sample size, the number of centers and their geographic location, the strategy for recruitment of study participants, amongst others. There are plenty of methods to sequentially randomize patients in a multi-center RCT, with or without considering stratification factors. The goal of this paper is to perform a systematic assessment of such randomization methods for a multi-center 1:1 RCT assuming a competitive policy for the patient recruitment process. METHODS We considered a Poisson-gamma model for the patient recruitment process with a uniform distribution of center activation times. We investigated 16 randomization methods (4 unstratified, 4 region-stratified, 4 center-stratified, 3 dynamic balancing randomization (DBR), and a complete randomization design) to sequentially randomize n = 500 patients. Statistical properties of the recruitment process and the randomization procedures were assessed using Monte Carlo simulations. The operating characteristics included time to complete recruitment, number of centers that recruited a given number of patients, several measures of treatment imbalance and estimation efficiency under a linear model for the response, the expected proportions of correct guesses under two different guessing strategies, and the expected proportion of deterministic assignments in the allocation sequence. RESULTS Maximum tolerated imbalance (MTI) randomization methods such as big stick design, Ehrenfest urn design, and block urn design result in a better balance-randomness tradeoff than the conventional permuted block design (PBD) with or without stratification. Unstratified randomization, region-stratified randomization, and center-stratified randomization provide control of imbalance at a chosen level (trial, region, or center) but may fail to achieve balance at the other two levels. By contrast, DBR does a very good job controlling imbalance at all 3 levels while maintaining the randomized nature of treatment allocation. Adding more centers into the study helps accelerate the recruitment process but at the expense of increasing the number of centers that recruit very few (or no) patients-which may increase center-level imbalances for center-stratified and DBR procedures. Increasing the block size or the MTI threshold(s) may help obtain designs with improved randomness-balance tradeoff. CONCLUSIONS The choice of a randomization method is an important component of planning a multi-center RCT. Dynamic balancing randomization with carefully chosen MTI thresholds could be a very good strategy for trials with the competitive policy for patient recruitment.
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Affiliation(s)
| | - Yevgen Ryeznik
- Department of Pharmacy, Uppsala University, Uppsala, Sweden
| | | | | | - Ruth Knight
- Liverpool Clinical Trials Centre, University of Liverpool, Merseyside, Liverpool, UK
| | - Kerstine Carter
- Boehringer-Ingelheim Pharmaceuticals Inc, Ridgefield, CT, USA
| | - Sonja Drescher
- Boehringer-Ingelheim Pharma GmbH & Co. KG, Biberach, Germany
| | - Wenle Zhao
- Medical University of South Carolina, Charleston, SC, USA
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Frountzas M, Michalopoulou V, Georgiou G, Kanata D, Matiatou M, Kimpizi D, Matthaiou G, Spiliotopoulos S, Vouros D, Toutouzas KG, Theodoropoulos GE. The Impact of Mechanical Bowel Preparation and Oral Antibiotics in Colorectal Cancer Surgery (MECCA Study): A Prospective Randomized Clinical Trial. J Clin Med 2024; 13:1162. [PMID: 38398474 PMCID: PMC10889669 DOI: 10.3390/jcm13041162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 01/28/2024] [Accepted: 02/17/2024] [Indexed: 02/25/2024] Open
Abstract
Background: Colorectal cancer surgery has been associated with surgical site infections (SSIs), leading to an increase in postoperative morbidity, length of stay and total cost. The aim of the present randomized study was to investigate the relationship between the preoperative administration of oral antibiotic therapy and SSI rate, as well as other postoperative outcomes in patients undergoing colorectal cancer surgery. Material and Methods: Patients who underwent colorectal cancer surgery in a university surgical department were included in the present study. Patients were randomized into two groups using the "block randomization" method. The intervention group received three doses of 400 mg rifaximin and one dose of 500 mg metronidazole per os, as well as mechanical bowel preparation the day before surgery. The control group underwent only mechanical bowel preparation the day before surgery. The study has been registered in ClinicalTrials.gov (NCT03563586). Results: Two hundred and five patients were finally included in the present study, 97 of whom received preoperative antibiotic therapy per os (intervention group). Patients of this group demonstrated a significantly lower SSI rate compared with patients who did not receive preoperative antibiotic therapy (7% vs. 16%, p = 0.049). However, preoperative antibiotic administration was not correlated with any other postoperative outcome (anastomotic leak, overall complications, readmissions, length of stay). Conclusions: Preoperative antibiotic therapy in combination with mechanical bowel preparation seemed to be correlated with a lower SSI rate after colorectal cancer surgery.
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Affiliation(s)
- Maximos Frountzas
- Colorectal Unit, First Propaedeutic Department of Surgery, Hippocration General Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Victoria Michalopoulou
- Colorectal Unit, First Propaedeutic Department of Surgery, Hippocration General Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Georgia Georgiou
- Colorectal Unit, First Propaedeutic Department of Surgery, Hippocration General Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Despoina Kanata
- Colorectal Unit, First Propaedeutic Department of Surgery, Hippocration General Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Maria Matiatou
- Colorectal Unit, First Propaedeutic Department of Surgery, Hippocration General Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Despina Kimpizi
- Colorectal Unit, First Propaedeutic Department of Surgery, Hippocration General Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Georgia Matthaiou
- Colorectal Unit, First Propaedeutic Department of Surgery, Hippocration General Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Spilios Spiliotopoulos
- Colorectal Unit, First Propaedeutic Department of Surgery, Hippocration General Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Dimitrios Vouros
- Colorectal Unit, First Propaedeutic Department of Surgery, Hippocration General Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Konstantinos G Toutouzas
- Colorectal Unit, First Propaedeutic Department of Surgery, Hippocration General Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - George E Theodoropoulos
- Colorectal Unit, First Propaedeutic Department of Surgery, Hippocration General Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece
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Shan G, Li Y, Lu X, Zhang Y, Wu SS. Comparison of Pocock and Simon's covariate-adaptive randomization procedures in clinical trials. BMC Med Res Methodol 2024; 24:22. [PMID: 38273261 PMCID: PMC10809571 DOI: 10.1186/s12874-024-02151-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 01/16/2024] [Indexed: 01/27/2024] Open
Abstract
When multiple influential covariates need to be balanced during a clinical trial, stratified blocked randomization and covariate-adaptive randomization procedures are frequently used in trials to prevent bias and enhance the validity of data analysis results. The latter approach is increasingly used in practice for a study with multiple covariates and limited sample sizes. Among a group of these approaches, the covariate-adaptive procedures proposed by Pocock and Simon are straightforward to be utilized in practice. We aim to investigate the optimal design parameters for the patient treatment assignment probability of their developed three methods. In addition, we seek to answer the question related to the randomization performance when additional covariates are added to the existing randomization procedure. We conducted extensive simulation studies to address these practically important questions.
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Affiliation(s)
- Guogen Shan
- Department of Biostatistics, University of Florida, Gainesville, 32610, FL, USA.
| | - Yulin Li
- Department of Biostatistics, University of Florida, Gainesville, 32610, FL, USA
| | - Xinlin Lu
- Department of Biostatistics, University of Florida, Gainesville, 32610, FL, USA
| | - Yahui Zhang
- Department of Biostatistics, University of Florida, Gainesville, 32610, FL, USA
| | - Samuel S Wu
- Department of Biostatistics, University of Florida, Gainesville, 32610, FL, USA
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12
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Coart E, Bamps P, Quinaux E, Sturbois G, Saad ED, Burzykowski T, Buyse M. Minimization in randomized clinical trials. Stat Med 2023; 42:5285-5311. [PMID: 37867447 DOI: 10.1002/sim.9916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 08/23/2023] [Accepted: 09/13/2023] [Indexed: 10/24/2023]
Abstract
In randomized trials, comparability of the treatment groups is ensured through allocation of treatments using a mechanism that involves some random element, thus controlling for confounding of the treatment effect. Completely random allocation ensures comparability between the treatment groups for all known and unknown prognostic factors. For a specific trial, however, imbalances in prognostic factors among the treatment groups may occur. Although accidental bias can be avoided in the presence of such imbalances by stratifying the analysis, most trialists, regulatory agencies, and other stakeholders prefer a balanced distribution of prognostic factors across the treatment groups. Some procedures attempt to achieve balance in baseline covariates, by stratifying the allocation for these covariates, or by dynamically adapting the allocation using covariate information during the trial (covariate-adaptive procedures). In this Tutorial, the performance of minimization, a popular covariate-adaptive procedure, is compared with two other commonly used procedures, completely random allocation and stratified blocked designs. Using individual patient data of 2 clinical trials (in advanced ovarian cancer and age-related macular degeneration), the procedures are compared in terms of operating characteristics (using asymptotic and randomization tests), predictability of treatment allocation, and achieved balance. Fifty actual trials of various sizes that applied minimization for treatment allocation are used to investigate the achieved balance. Implementation issues of minimization are described. Minimization procedures are useful in all trials but especially when (1) many major prognostic factors are known, (2) many centers of different sizes accrue patients, or (3) the trial sample size is moderate.
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Affiliation(s)
| | | | | | | | | | - Tomasz Burzykowski
- IDDI, Louvain-la-Neuve, Belgium
- Data Science Institute, Hasselt University, Hasselt, Belgium
| | - Marc Buyse
- IDDI, Louvain-la-Neuve, Belgium
- Data Science Institute, Hasselt University, Hasselt, Belgium
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Yarinbab TE, Gesesew HA, Harrison MS, Belachew T. Effect of couple-based health education on male-partners knowledge and attitude towards maternity waiting homes in rural Ethiopia: a cluster-randomized trial. Sci Rep 2023; 13:18446. [PMID: 37891206 PMCID: PMC10611718 DOI: 10.1038/s41598-023-45681-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2023] [Accepted: 10/23/2023] [Indexed: 10/29/2023] Open
Abstract
This cluster-randomized controlled trial examined the effect of couple-based health education on male partners' knowledge and attitude towards maternity waiting homes (MWH) in rural Ethiopia. Sixteen clusters and 320 couples were randomly assigned to intervention group (receiving group health education, home visits and print health messages alongside usual care) or control group (receiving usual care). The Chi-square test was used to estimate statistical differences, and the difference-in-differences model was used to estimate the effect of the intervention. The generalized linear regression model was used to determine the odds of outcomes between the groups. Statistical significance was set at p < 0.05, with a 95% CI. There were no significant differences in baseline characteristics between the control and intervention groups. The net effect of the intervention on improving knowledge about MWHs, and attitude towards MWHs were 35.6% and 36.2%, respectively. The participants in the intervention group were 5.5 times more likely to have good knowledge about MWH (AOR 5.55, 95% CI 3.37-9.14) and 5.6 times more likely to have a favorable attitude towards MWH (AOR 5.61, 95% CI 3.45-9.10) compared to their counterparts. Health education provided to couples significantly improved male partners' knowledge and attitude towards MWHs in rural Ethiopia.Trial registration: ClinicalTrials.gov Identifier: NCT05015023.
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Affiliation(s)
- Teklemariam Ergat Yarinbab
- Institute of Health, Department of Population and Family Health, Jimma University, Jimma, Ethiopia.
- Department of Epidemiology and Biostatistics, College of Health Sciences, Mizan Tepi University, Mizan Teferi, Ethiopia.
| | - Hailay Abrha Gesesew
- Research Center for Public Health, Equity and Human Flourishing, Torrens University Australia, Adelaide, Australia
- School of Public Health, College of Health Sciences, Mekelle University, Mekelle, Ethiopia
| | - Margo Shawn Harrison
- Department of Gynecology and Obstetrics, School of Medicine, University of Colorado, Denver, CO, USA
| | - Tefera Belachew
- Department of Nutrition & Dietetics, Institute of Health, Jimma University, Jimma, Ethiopia
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14
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Gillis K, van Diermen L, Lahaye H, De Witte M, De Wit Y, Roelant E, Lips D, Zhiri A, Hockley J, Van Bogaert P. Effect of need-based care on behavioural and psychological symptoms in residents with dementia and formal caregivers' distress in nursing homes: a three-arm cluster randomized controlled trial. Eur Geriatr Med 2023; 14:1083-1096. [PMID: 37405630 DOI: 10.1007/s41999-023-00825-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2023] [Accepted: 06/19/2023] [Indexed: 07/06/2023]
Abstract
PURPOSE To evaluate to what extent the standardized concept of need-based care on Behavioural and Psychological Symptoms of Dementia (BPSD), and formal caregiver distress, is superior when compared to spending more time or standard care with residents with BPSD. METHODS A longitudinal cluster randomized controlled study in 23 nursing homes in Belgium with 3 parallel groups was set up. A total of 481 residents with dementia participated. Formal caregivers in the need-based care group treated residents who displayed agitated or aggressive behaviour with a non-pharmacological intervention, tailored to unmet needs, twice a week with re-evaluation every 8 weeks. In the time group, formal caregivers spent 'extra time'. In the standard care group, it was 'care as usual'. Outcomes were measured at four different time points with the Doloplus-2 (to assess pain behaviour), Cohen-Mansfield Agitation Inventory (CMAI) for agitation, the Neuropsychiatric Inventory (NPI-NH) for BPSD and formal caregivers' distress. RESULTS Need-based interventions had a significant effect on residents' levels of pain behaviour. In the need-based care group, scores on overall BPSD (agitation and aggression, depression, euphoria, irritability, sleep and night-time behaviour) improved significantly from baseline when compared to other timepoints. No significant different interactions over time were found between all three groups for categorized versions of NPI scores (ever versus never). CONCLUSION Need-based care reduced the level of BPSD in residents with dementia as well as formal caregivers' distress. The study supports the importance of tailored non-pharmacological interventions in the residential care for people with dementia. TRIAL REGISTRY Trial registration number B300201942084 (18/11/2019).
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Affiliation(s)
- Katrin Gillis
- Research Group Health for Older People (HOPE), Odisee University College, Hospitaalstraat 23, 9100, Sint-Niklaas, Belgium.
- Centre for Research and Innovation in Care, Antwerp University, Universiteitsplein 1, 2600, Wilrijk, Belgium.
| | - Linda van Diermen
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Collaborative Antwerp Psychiatric Research Institute (CAPRI), Antwerp University, Campus Drie Eiken, Universiteitsplein 1, 2610, Wilrijk, Belgium
- Psychiatric Centre Bethanië, Andreas Vesaliuslaan 39, 2980, Zoersel, Belgium
| | - Hilde Lahaye
- Research Group Health for Older People (HOPE), Odisee University College, Hospitaalstraat 23, 9100, Sint-Niklaas, Belgium
| | - Marianne De Witte
- Research Group Health for Older People (HOPE), Odisee University College, Hospitaalstraat 23, 9100, Sint-Niklaas, Belgium
- , Curando Vzw, Pensionaatstraat 58A, Ruiselede, Belgium
| | - Yentl De Wit
- Research Group Health for Older People (HOPE), Odisee University College, Hospitaalstraat 23, 9100, Sint-Niklaas, Belgium
- Department of Geriatrics, Ghent University Hospital, C. Heymanslaan, 10, 9000, Ghent, Belgium
| | - Ella Roelant
- Center for Statistics, StatUa, University of Antwerp, Prinsstraat 13, Antwerp, Belgium
- Clinical Trial Center (CTC), CRC Antwerp, Antwerp University Hospital, University of Antwerp, Drie Eikenstraat 655, Edegem, Belgium
| | - Dirk Lips
- , Curando Vzw, Pensionaatstraat 58A, Ruiselede, Belgium
| | - Abdesselam Zhiri
- R&D Department, Pranarôm International S.A. 37, Avenue des Artisans, 7822, Ghislenghien, Belgium
- Plant Biotechnology Research Unit, Université Libre de Bruxelles (ULB), Plant Biotechnology Research Unit, CP 300, Rue Prof. Jeener & Brachet 12, 6041, Gosselies, Belgium
| | - Jo Hockley
- Primary Palliative Care Research Group, University of Edinburgh, Edinburgh, EH8 9AG, Scotland, UK
| | - Peter Van Bogaert
- Centre for Research and Innovation in Care, Antwerp University, Universiteitsplein 1, 2600, Wilrijk, Belgium
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15
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Zhou HX, Hu J, Yun RS, Zhao ZZ, Lai MH, Sun LHZ, Luo KL. Synergy-based functional electrical stimulation and robotic-assisted for retraining reach-to-grasp in stroke: a study protocol for a randomized controlled trial. BMC Neurol 2023; 23:324. [PMID: 37700225 PMCID: PMC10496180 DOI: 10.1186/s12883-023-03369-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2023] [Accepted: 09/04/2023] [Indexed: 09/14/2023] Open
Abstract
BACKGROUND Stroke survivors have long-term upper limb impairment, which impacts the quality of life (QOL) and social reintegration, but there is lack of effective therapeutic strategies and novel technologies. Customized multi-muscle functional electrical stimulation (FES) based on the muscle synergy of healthy adults and robotic-assisted therapy (RAT) have been proved efficacy respectively. Synergy-based FES combined with RAT can be a novel and more effective therapy for upper limb recovery of stroke survivors from the perspective of synergistic enhancement. However, few studies have examined the effectiveness of combined synergy-based FES and RAT, especially for motor control evaluated by reach-to-grasp (RTG) movements. The main objective of the following research protocol is to evaluate the effectiveness and efficacy, as well as adoptability, of FES-RAT and FES or RAT rehabilitation program for upper limb function improvement after stroke. METHODS This will be an assessor-blinded randomized controlled trial involving a 12-week intervention and a 6-month follow-up. Stratified randomization will be used to equally and randomly assign 162 stroke patients into the FES + conventional rehabilitation program (CRP) group, RAT + CRP group and FES-RAT + CRP group. Interventions will be provided in 5 sessions per week, with a total of 60 sessions. The primary outcome measurements will include the Fugl-Meyer Assessment and Biomechanical Assessment of RTG movements. The secondary outcome measurements will include quality of life and brain neuroplasticity assessments by MRI. Evaluations will be performed at five time points, including at baseline, 6 weeks and 12 weeks from the start of treatment, and 3 months and 6 months following the end of treatment. A two-way analysis of variance with repeated measures will be applied to examine the main effects of the group, the time factor and group-time interaction effects. DISCUSSION The results of the study protocol will provide high quality evidence for integrated synergy-based FES and RAT, and synergy-based FES alone and guide the design of more effective treatment methods for stroke rehabilitation. TRIAL REGISTRATION ChiCTR2300071588.
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Affiliation(s)
- Huan-Xia Zhou
- Department of Rehabilitation Medical Center, Seventh People's Hospital of Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Jun Hu
- Department of Occupational Therapy, The Second Rehabilitation Hospital of Shanghai, No.25, Lane 860, Changjiang Road, Baoshan District, Shanghai, 200441, China.
| | - Rui-Sheng Yun
- Department of Mental Health Rehabilitation Center, Peking University Sixth Hospital, Beijing, China
| | - Zhong-Zhi Zhao
- Department of Rehabilitation Medical Center, Seventh People's Hospital of Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Ming-Hui Lai
- Department of Rehabilitation Medical Center, Seventh People's Hospital of Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Li-Hui-Zi Sun
- Department of Occupational Therapy, The Second Rehabilitation Hospital of Shanghai, No.25, Lane 860, Changjiang Road, Baoshan District, Shanghai, 200441, China
| | - Kai-Liang Luo
- Department of Rehabilitation, The First Affiliated Hospital of Fujian Medical University, Fujian, China
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16
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Hutton TM, Aaronson ST, Carpenter LL, Pages K, Krantz D, Lucas L, Chen B, Sackeim HA. Dosing transcranial magnetic stimulation in major depressive disorder: Relations between number of treatment sessions and effectiveness in a large patient registry. Brain Stimul 2023; 16:1510-1521. [PMID: 37827360 DOI: 10.1016/j.brs.2023.10.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 09/19/2023] [Accepted: 10/01/2023] [Indexed: 10/14/2023] Open
Abstract
BACKGROUND The number of sessions in an acute TMS course for major depressive disorder (MDD) is greater than in the earlier randomized controlled trials. OBJECTIVE To compare clinical outcomes in groups that received differing numbers of TMS sessions. METHODS From a registry sample (N = 13,732), data were extracted for 7215 patients treated for MDD with PHQ-9 assessments before and after their TMS course. Groups were defined by number of acute course treatment sessions: 1-19 (N = 658), 20-29 (N = 616), 30-35 (N = 1375), 36 (N = 3591), 37-41 (N = 626), or >41 (N = 349) and compared in clinical outcomes at endpoint and at fixed intervals (after 10, 20, 30, and 36 sessions). The impact of additional treatments beyond 36 sessions was also examined. RESULTS Groups that received fewer than 30 sessions had inferior endpoint outcomes than all other groups. PHQ-9 symptom reduction was greatest in the group that ended treatment at 36 sessions. The extended treatment groups (>36 sessions) differed from all other groups by manifesting less antidepressant response early in the course and had a slower but steady rate of improvement over time. Extending treatment beyond 36 sessions was associated with further improvement without evidence of a plateau. CONCLUSIONS In real-world practice, there are strong relations between the number of TMS sessions in a course and the magnitude of symptom reduction. Courses with less than 30 sessions are associated with diminished benefit. Patients with longer than standard courses typically show less initial improvement and a more gradual trajectory, but meaningful benefit accrues with treatment beyond 36 sessions.
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Affiliation(s)
| | - Scott T Aaronson
- Sheppard Pratt Health System, Baltimore, MD, USA; Department of Psychiatry, University of Maryland, Baltimore, MD, USA
| | - Linda L Carpenter
- Butler Hospital, Providence, RI, USA; Brown University Department of Psychiatry and Human Behavior, Providence, RI, USA
| | | | | | | | | | - Harold A Sackeim
- Department of Psychiatry, Columbia University, NY, USA; Department of Radiology, Columbia University, NY, USA.
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17
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Smith EG, Grigorian HL. A System for Rapidly Yet Rigorously Evaluating the Quality of Randomized Controlled Trials. J Clin Psychopharmacol 2023; 43:306-312. [PMID: 37378832 DOI: 10.1097/jcp.0000000000001724] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/29/2023]
Abstract
ABSTRACT This tutorial describes a system for rapidly yet rigorously assessing the quality of randomized controlled trials (RCTs). The system has 7 criteria, represented by the acronym "BIS FOES." The BIS FOES system directs readers to assess RCTs based on the following 7 criteria: the RCT's use (or not) of effective (1) Blinding; the RCT's use (or not) of (2) Intent-to-Treat Analysis; the RCT's (3) Size and other information reflecting the effectiveness of randomization; the amount of sample lost during (4) Follow-up; the (5) Outcomes examined by the RCT (specifically, the outcome measures used by the RCT), the (6) Effects reported (ie, the statistical and clinical significance of the RCT's primary, secondary, and safety findings), and any (7) Special Considerations (ie, additional strengths, limitations, or notable features of the RCT). The first 6 criteria are of basic importance to the assessment of every RCT, whereas the Special Considerations criteria allows the system to be expanded to include virtually any other important aspect of the RCT. This tutorial explains the importance of these criteria and how to assess them. This tutorial also describes how many BIS FOES criteria can be initially assessed from the RCT Abstract while also directing readers to specific locations in the RCT article where additional important information can be found. We hope that the BIS FOES system will help healthcare trainees, but also potentially clinicians, researchers, and the general public, rapidly and thoroughly assess RCTs.
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18
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Zhao W, Yeatts S, Broderick JP, Selim M, Adeoye OM, Durkalski-Mauldin VL, Meinzer CN, Martin RH, Dillon CR, Cassarly CN, Pauls K, Elm JJ. Optimal Randomization Designs for Large Multicenter Clinical Trials: From the National Institutes of Health Stroke Trials Network Funded by National Institutes of Health/National Institute of Neurological Disorders and Stroke Experience. Stroke 2023; 54:1909-1919. [PMID: 37078281 PMCID: PMC10343960 DOI: 10.1161/strokeaha.122.040743] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/21/2023]
Abstract
From 2016 to 2021, the National Institutes of Health Stroke Trials Network funded by National Institutes of Health/National Institute of Neurological Disorders and Stroke initiated ten multicenter randomized controlled clinical trials. Optimal subject randomization designs are demanded with 4 critical properties: (1) protection of treatment assignment randomness, (2) achievement of the desired treatment allocation ratio, (3) balancing of baseline covariates, and (4) ease of implementation. For acute stroke trials, it is necessary to minimize the time between eligibility assessment and treatment initiation. This article reviews the randomization designs for 3 trials currently enrolling in Stroke Trials Network funded by National Institutes of Health/National Institute of Neurological Disorders and Stroke, the SATURN (Statins in Intracerebral Hemorrhage Trial), the MOST (Multiarm Optimization of Stroke Thrombolysis Trial), and the FASTEST (Recombinant Factor VIIa for Hemorrhagic Stroke Trial). Randomization methods utilized in these trials include minimal sufficient balance, block urn design, big stick design, and step-forward randomization. Their advantages and limitations are reviewed and compared with traditional stratified permuted block design and minimization.
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Affiliation(s)
- Wenle Zhao
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - Sharon Yeatts
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - Joseph P. Broderick
- Departments of Neurology and Rehabilitation Medicine, University of Cincinnati Neuroscience Institute, University of Cincinnati Academic Health Center, OH
| | - Magdy Selim
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA
| | - Opeolu M. Adeoye
- Department of Emergency Medicine, Washington University School of Medicine, St. Louis, MO
| | | | - Caitlyn N. Meinzer
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - Reneé H. Martin
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - Catherine R. Dillon
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - Christy N. Cassarly
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - Keith Pauls
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - Jordan J. Elm
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
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19
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Atkinson AC, Duarte BP, Pedrosa DJ, van Munster M. Randomizing a clinical trial in neuro-degenerative disease. Contemp Clin Trials Commun 2023; 33:101140. [PMID: 37180844 PMCID: PMC10172741 DOI: 10.1016/j.conctc.2023.101140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 03/26/2023] [Accepted: 04/12/2023] [Indexed: 05/16/2023] Open
Abstract
The paper studies randomization rules for a sequential two-treatment, two-site clinical trial in Parkinson's disease. An important feature is that we have values of responses and five potential prognostic factors from a sample of 144 patients similar to those to be enrolled in the trial. Analysis of this sample provides a model for trial analysis. The comparison of allocation rules is made by simulation yielding measures of loss due to imbalance and of potential bias. A major novelty of the paper is the use of this sample, via a two-stage algorithm, to provide an empirical distribution of covariates for the simulation; sampling of a correlated multivariate normal distribution is followed by transformation to variables following the empirical marginal distributions. Six allocation rules are evaluated. The paper concludes with some comments on general aspects of the evaluation of such rules and provides a recommendation for two allocation rules, one for each site, depending on the target number of patients to be enrolled.
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Affiliation(s)
- Anthony C. Atkinson
- Department of Statistics, London School of Economics, London WC2A 2AE, United Kingdom
- Corresponding author.
| | - Belmiro P.M. Duarte
- Polytechnic Institute of Coimbra, ISEC, Department of Chemical & Biological Engineering, Rua Pedro Nunes, 3030–199 Coimbra, Portugal
- Univ Coimbra, CIEPQPF, Department of Chemical Engineering, Rua Sílvio Lima — Pólo II, 3030–790 Coimbra, Portugal
| | - David J. Pedrosa
- Department of Neurology, University Hospital Marburg, 35043 Marburg, Germany
- Center of Brain, Mind and Behaviour, Philipps-University Marburg, 35043 Marburg, Germany
| | - Marlena van Munster
- Department of Neurology, University Hospital Marburg, 35043 Marburg, Germany
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20
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Donohue C, Carnaby G, Focht Garand KL. A Clinician's Guide to Critically Appraising Randomized Controlled Trials in the Field of Speech-Language Pathology. AMERICAN JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2023; 32:411-425. [PMID: 36749981 DOI: 10.1044/2022_ajslp-22-00180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
PURPOSE When considering original research articles, randomized controlled trials (RCTs) provide the highest level of research evidence. Given this, RCTS are often used by clinicians performing evidence-based practice to determine the most effective intervention for a specific patient or patient population. Although RCTs represent a high level of research evidence, it is important for clinicians to critically appraise RCTs to determine the validity of the study methods deployed, the statistical and clinical significance of treatment effects, and whether or not the results generalize to a particular patient, patient population, and/or clinical setting. Therefore, this tutorial will provide clinicians with an overview of what an RCT is, the various types of RCTs, when RCTs are appropriate to conduct and/or use to inform clinical practice, and the advantages and limitations of RCTs. Additionally, this tutorial will provide clinicians with practical tools to employ when reading an RCT, including checklists with questions, definitions of important terminology frequently used in RCTs, and demonstrations of how to critically appraise RCTs using literature examples from the speech-language pathology literature. CONCLUSIONS Learning how to interpret and apply the results from RCTs to inform clinical practice for purposes of improving patient care is a critical evidence-based practice skill for clinicians to develop. This tutorial will assist clinicians in the field of speech-language pathology by furthering their fundamental knowledge of RCTs and by providing them with pragmatic tools to critically appraise RCTs to inform their clinical practice.
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Affiliation(s)
- Cara Donohue
- Aerodigestive Research Core Laboratory, University of Florida, Gainesville
- Department of Speech, Language, and Hearing Sciences, University of Florida, Gainesville
- Breathing Research and Therapeutics Center, University of Florida, Gainesville
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Giselle Carnaby
- Department of Health Sciences, School of Health Professions, University of Texas Health Science Center, San Antonio
| | - Kendrea L Focht Garand
- Department of Speech Pathology and Audiology, College of Allied Health Professions, University of South Alabama, Mobile
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21
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Cote GA, Durkalski-Mauldin V, Williams A, Nitchie H, Serrano J, Yadav D. Design and execution of sham-controlled endoscopic trials in acute pancreatitis: Lessons learned from the SHARP trial. Pancreatology 2023; 23:187-191. [PMID: 36585282 PMCID: PMC9992275 DOI: 10.1016/j.pan.2022.12.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 11/29/2022] [Accepted: 12/16/2022] [Indexed: 01/01/2023]
Abstract
Using the ongoing NIDDK-funded multicenter randomized clinical trial, Sphincterotomy for Acute Recurrent Pancreatitis (SHARP) as an example, this article discusses the rationale and key aspects of study design that need to be considered when conducting a clinical trial of endoscopic therapy in acute pancreatitis. SHARP, the first trial using a sham ERCP in the placebo group, is designed to address a decades long controversy in clinical pancreatology, i.e. whether minor papilla sphincterotomy benefits patients with idiopathic acute recurrent pancreatitis who also have pancreas divisum. Although the trial has already enrolled and randomized over 5 times the number of subjects enrolled in the only randomized trial in this area published in 1992 (107 vs. 19), recruitment has been challenging and we are at ∼46% of target recruitment. The review discusses the challenges in the execution of the trial and strategies the SHARP team has used to address these, which investigators planning or considering treatment trials in pancreatitis may find helpful. It will also inform the general gastroenterologists the importance of discussing and referring potentially eligible subjects to centers participating in clinical trials. Developing evidence-based treatment will provide a solid scientific basis for physicians to recommend evidence-based treatments for pancreatitis.
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Affiliation(s)
- Gregory A Cote
- Division of Gastroenterology, Oregon Health and Science University, Portland, OR, USA
| | | | - April Williams
- Medical University of South Carolina, Department of Biostatistics, Charleston, SC, USA
| | - Haley Nitchie
- Division of Gastroenterology & Hepatology, Medical University of South Carolina, Charleston, SC, USA
| | - Jose Serrano
- Division of Digestive Diseases and Nutrition, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Dhiraj Yadav
- Division of Gastroenterology, Hepatology & Nutrition, University of Pittsburgh Medical Center, Pittsburgh, PA, USA.
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22
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Sapundzhiev L, Sapundzhieva T, Mitev M, Simitchiev K, Batalov A. Correlation between Bone Mineral Density and Progression of Hip Osteoarthritis in Adult Men and Women in Bulgaria-Results from a 7-Year Study. Life (Basel) 2023; 13:life13020421. [PMID: 36836778 PMCID: PMC9961715 DOI: 10.3390/life13020421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 01/22/2023] [Accepted: 01/30/2023] [Indexed: 02/05/2023] Open
Abstract
Changes in clinical presentation, radiographic progression (RP), bone mineral density (BMD), bone turnover (BT), and cartilage turnover (CT) markers were compared in two groups of patients with hip osteoarthritis (HOA) over a period of 7 years. Each group consisted of 150 patients, including a control group on standard-of-care therapy (SC) with simple analgesics and physical exercises, and a study group (SG) on standard-of-care therapy supplemented by vitamin D3 and intravenous administration of zoledronic acid (5 mg) yearly for 3 consecutive years. Patient groups were homogenized regarding the following: (1) radiographic grade (RG), including 75 patients with hip OA RG II according to the Kellgren-Lawrence grading system (K/L), and 75 with RG III on K/L; (2) radiographic model (RM), as each of the K/L grades was subdivided into three subgroups consisting of 25 patients of different RMs: atrophic ('A'), intermediate ('I'), and hypertrophic ('H'); (3) gender-equal ratio of men and women in each subgroup (Female/Male = 15/10). The following parameters were assessed: (1) clinical parameters (CP), pain at walking (WP-VAS 100 mm), functional ability (WOMAC-C), and time to total hip replacement (tTHR); (2) radiographic indicators(RI)-joint space width (JSW) and speed of joint space narrowing (JSN), changes in BMD (DXA), including proximal femur (PF-BMD), lumbar spine (LS-BMD), and total body (TB-BMD); (3) laboratory parameters (LP)-vitamin D3 levels and levels of BT/CT markers. RV were assessed every 12 months, whereas CV/LV were assessed every 6 months. Results: Cross-sectional analysis (CsA) at baseline showed statistically significant differences (SSD) at p < 0.05 in CP (WP, WOMAC-C); BMD of all sites and levels of CT/BT markers between the 'A' and 'H' RM groups in all patients. Longitudinal analysis (LtA) showed SSD (p < 0.05) between CG and SG in all CP (WP, WOMAC-C, tTHR) parameters of RP (mJSW, JSN), BMD of all sites, and levels of CT/BT markers for all 'A' models and in 30% of 'I'-RMs (those with elevated markers for BT/CT at baseline and during the observation period). Conclusion: The presence of SSD at baseline ('A' vs. 'H') supported the thesis that at least two different subgroups of HOA exist: one associated with 'A' and the other with 'H' models. D3 supplementation and the intravenous administration of bisphosphonate were the treatment strategies that slowed down RP and postponed tTHR by over 12 months in the 'A' and 'I' RM with elevated BT/CT markers.
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Affiliation(s)
- Lyubomir Sapundzhiev
- Department of Propedeutics of Internal Diseases, Medical Faculty, Medical University of Plovdiv, 4001 Plovdiv, Bulgaria
- Rheumatology Department, University Hospital ‘Pulmed’ Plovdiv, 4002 Plovdiv, Bulgaria
- Correspondence:
| | - Tanya Sapundzhieva
- Department of Propedeutics of Internal Diseases, Medical Faculty, Medical University of Plovdiv, 4001 Plovdiv, Bulgaria
- Rheumatology Department, University Hospital ‘Pulmed’ Plovdiv, 4002 Plovdiv, Bulgaria
| | - Martin Mitev
- Rheumatology Department, University Hospital ‘Pulmed’ Plovdiv, 4002 Plovdiv, Bulgaria
| | - Kiril Simitchiev
- Department of Analytical Chemistry and Computer Chemistry, Faculty of Chemistry, University of Plovdiv, 4001 Plovdiv, Bulgaria
| | - Anastas Batalov
- Department of Propedeutics of Internal Diseases, Medical Faculty, Medical University of Plovdiv, 4001 Plovdiv, Bulgaria
- Rheumatology Clinic, University Hospital ‘Kaspela’, 4001 Plovdiv, Bulgaria
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23
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Melanson KJ, Matsumoto CN, Greene GW. Eating pace instruction is effective in slowing eating rate in women with overweight and obesity. Eat Behav 2023; 48:101701. [PMID: 36682221 DOI: 10.1016/j.eatbeh.2023.101701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 12/29/2022] [Accepted: 01/04/2023] [Indexed: 01/11/2023]
Abstract
Slow eating is associated with lower body mass index (BMI), enhanced satiety, and reduced food intake in laboratory settings. This study developed and tested a 5-week slow-eating intervention, delivered either through individual or small group weekly meetings, in women with overweight and obesity. Women (n = 65; 20.5 ± 3.6 years; BMI 31.3 ± 2.7 kg/m2) were assigned to experimental or parallel non-treatment control. Main outcomes, measured pre- and post-intervention, included eating rate, meal duration, and energy intake during a standardized meal served on a universal eating monitor. Exploratory outcomes included Weight Related Eating Questionnaire (WREQ), Intuitive Eating Scale (IES), and Mindful Eating Questionnaire (MEQ) scores. All women in the experimental group underwent the same slow-eating intervention, but half had individual sessions while the other half had small group sessions. No differences were seen for any outcomes between session modalities, so experimental data were pooled (n = 25) and compared to control data (n = 25). Time-by-group interactions showed reduced eating rate (F(1,48df) = 13.04, η2 = 0.214, p = .001) and increased meal duration (F(1,48df) = 7.949, η2 = 0.142, p = .007) in the experimental group compared to the control group but change in energy intake was not significant (F(1,48df) = 3.298, η2 = 0.064, p = .076). Experimental within-group changes for WREQ subscale scores External Cues (t(23) = 3.779, p = .001) and Emotional Eating (t(23) = 2.282, p = .032) decreased over time, along with increased total and summary IES (t(23) = 2.6330, p = .015) and MEQ (t(23) = 2.663, p = .014) scores. Promising findings of reduced eating rate, increased meal duration, and improved WREQ, IES, and MEQ scores should be followed up in larger more diverse samples for longer durations.
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Affiliation(s)
- Kathleen J Melanson
- Department of Nutrition and Food Sciences, University of Rhode Island, Kingston, RI, USA.
| | - Carolyn N Matsumoto
- Department of Nutrition and Food Sciences, University of Rhode Island, Kingston, RI, USA
| | - Geoffrey W Greene
- Department of Nutrition and Food Sciences, University of Rhode Island, Kingston, RI, USA
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Heindel P, Dieffenbach BV, Freeman NL, McGinigle KL, Menard MT. Central concepts for randomized controlled trials and other emerging trial designs. Semin Vasc Surg 2022; 35:424-430. [DOI: 10.1053/j.semvascsurg.2022.10.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 10/11/2022] [Accepted: 10/11/2022] [Indexed: 11/11/2022]
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25
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Givens Bell S. Step 3, Critically Appraising Evidence: Quantitative Evidence-Randomized Controlled Trials. Neonatal Netw 2022; 41:232-235. [PMID: 35840332 DOI: 10.1891/nn-2021-0037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Critical appraisal of the evidence is the third step in the evidence-based practice process. This column, the third in a multipart series to describe the critical appraisal process, focuses on critical appraisal of randomized control trials.
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Advancing the Surgical Treatment of Intracerebral Hemorrhage: Study Design and Research Directions. World Neurosurg 2022; 161:367-375. [DOI: 10.1016/j.wneu.2022.01.084] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Revised: 01/18/2022] [Accepted: 01/19/2022] [Indexed: 12/23/2022]
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Martins NC, Bezerra AP, Godoy ACV, Andrade EF, Gonçalves TMSV, Pereira LJ. Influence of eating with distractors on caloric intake of children and adolescents: a systematic review and meta-analysis of interventional controlled studies. Crit Rev Food Sci Nutr 2022; 63:7868-7877. [PMID: 35343848 DOI: 10.1080/10408398.2022.2055525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Eating habits developed during childhood can be perpetuated along life and contribute to the emergence of disorders. We aimed to investigate the influence of distractors during experimental meals on the energy intake of children and adolescents. We followed the PRISMA guidelines and the study was registered in PROSPERO (CRD42021259946). The PICOS strategy consisted of children and adolescents (P), exposed to distractors during meals (I), compared with no distraction (C) and the outcome was energy intake (Kcal) (O) evaluated in crossover and parallel randomized clinical trials (RCTs) (S). Searches were conducted in PubMed, Scopus, Web of Science, Cochrane, Proquest, Embase, and LILACs databases. We employed RoB 2 tool and NutriGrade. Databases searches returned 9,576 references. Thirteen articles were selected (five crossover and eight parallel RCTs). Volunteers aged 3 to 17 years-old. All studies evaluated TV as distractor. Most studies presented high/moderate risk of bias. Meta-analysis of parallel RCT indicated no significant difference in energy intake while eating with TV (MD = 0.05; 95% CI -0.13 - 0.23, P = 0.57), with moderate certainty level. In conclusion, under laboratory conditions, eating with distractors seems to barely alter energy intake for children and adolescents.Supplemental data for this article is available online at https://doi.org/10.1080/10408398.2022.2055525 .
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Affiliation(s)
- Natácia C Martins
- Faculdade de Ciências da Saúde, Departamento de Medicina, Universidade Federal de Lavras (UFLA), Lavras, Brasil
| | - Adriana P Bezerra
- Departamento de Odontologia, Universidade Federal de Santa Catarina (UFSC), Florianópolis, Brasil
| | - Ana C V Godoy
- Faculdade de Ciências da Saúde, Departamento de Medicina, Universidade Federal de Lavras (UFLA), Lavras, Brasil
| | - Eric F Andrade
- Instituto de Ciências Agrárias, Universidade Federal dos Vales do Jequitinhonha e Mucuri, Unaí, Brasil
| | - Thais M S V Gonçalves
- Departamento de Odontologia, Universidade Federal de Santa Catarina (UFSC), Florianópolis, Brasil
| | - Luciano J Pereira
- Faculdade de Ciências da Saúde, Departamento de Medicina, Universidade Federal de Lavras (UFLA), Lavras, Brasil
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Molero-Chamizo A, Nitsche MA, Bolz A, Andújar Barroso RT, Alameda Bailén JR, García Palomeque JC, Rivera-Urbina GN. Non-Invasive Transcutaneous Vagus Nerve Stimulation for the Treatment of Fibromyalgia Symptoms: A Study Protocol. Brain Sci 2022; 12:brainsci12010095. [PMID: 35053839 PMCID: PMC8774206 DOI: 10.3390/brainsci12010095] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 01/08/2022] [Accepted: 01/10/2022] [Indexed: 11/23/2022] Open
Abstract
Stimulation of the vagus nerve, a parasympathetic nerve that controls the neuro-digestive, vascular, and immune systems, induces pain relief, particularly in clinical conditions such as headache and rheumatoid arthritis. Transmission through vagal afferents towards the nucleus of the solitary tract (NST), the central relay nucleus of the vagus nerve, has been proposed as the main physiological mechanism that reduces pain intensity after vagal stimulation. Chronic pain symptoms of fibromyalgia patients might benefit from stimulation of the vagus nerve via normalization of altered autonomic and immune systems causing their respective symptoms. However, multi-session non-invasive vagal stimulation effects on fibromyalgia have not been evaluated in randomized clinical trials. We propose a parallel group, sham-controlled, randomized study to modulate the sympathetic–vagal balance and pain intensity in fibromyalgia patients by application of non-invasive transcutaneous vagus nerve stimulation (tVNS) over the vagal auricular and cervical branches. We will recruit 136 fibromyalgia patients with chronic moderate to high pain intensity. The primary outcome measure will be pain intensity, and secondary measures will be fatigue, health-related quality of life, sleep disorders, and depression. Heart rate variability and pro-inflammatory cytokine levels will be obtained as secondary physiological measures. We hypothesize that multiple tVNS sessions (five per week, for 4 weeks) will reduce pain intensity and improve quality of life as a result of normalization of the vagal control of nociception and immune–autonomic functions. Since both vagal branches project to the NST, we do not predict significantly different results between the two stimulation protocols.
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Affiliation(s)
- Andrés Molero-Chamizo
- Department of Clinical and Experimental Psychology, University of Huelva, 21007 Huelva, Spain; (R.T.A.B.); (J.R.A.B.)
- Correspondence: ; Tel.: +34-959218478
| | - Michael A. Nitsche
- Leibniz Research Centre for Working Environment and Human Factors, 44139 Dortmund, Germany;
- Department of Neurology, University Medical Hospital Bergmannsheil, 44789 Bochum, Germany
| | - Armin Bolz
- tVNS Technologies GmbH, Ebrardstr. 31, 91052 Erlangen, Germany;
| | - Rafael Tomás Andújar Barroso
- Department of Clinical and Experimental Psychology, University of Huelva, 21007 Huelva, Spain; (R.T.A.B.); (J.R.A.B.)
| | - José R. Alameda Bailén
- Department of Clinical and Experimental Psychology, University of Huelva, 21007 Huelva, Spain; (R.T.A.B.); (J.R.A.B.)
| | - Jesús Carlos García Palomeque
- Department of the Histology, School of Medicine, Cadiz University and District Jerez Costa-N., Andalusian Health Service, 11003 Cádiz, Spain;
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Lévy V. Of some innovations in clinical trial design in hematology and oncology. Therapie 2021; 77:191-195. [PMID: 34922739 DOI: 10.1016/j.therap.2021.10.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Accepted: 10/14/2021] [Indexed: 11/18/2022]
Abstract
The design of clinical trials, formalized in the immediate post-war period, has undergone major changes due to therapeutic innovations, particularly the arrival of targeted therapies in onco-hematology. The traditional phase I-II-III regimen is regularly questioned and multiple adaptations are proposed. This article proposes to expose some of these modifications and the issues they lead to.
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Affiliation(s)
- Vincent Lévy
- Département de recherche clinique, hôpital Avicenne, université Sorbonne Paris Nord, AP-HP, 93000 Bobigny, France.
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