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Franchini M, Mengoli C, Casadevall A, Focosi D. Exploring Study Design Foibles in Randomized Controlled Trials on Convalescent Plasma in Hospitalized COVID-19 Patients. Life (Basel) 2024; 14:792. [PMID: 39063547 PMCID: PMC11278192 DOI: 10.3390/life14070792] [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: 04/29/2024] [Revised: 06/19/2024] [Accepted: 06/20/2024] [Indexed: 07/28/2024] Open
Abstract
Background: Sample size estimation is an essential step in the design of randomized controlled trials (RCTs) evaluating a treatment effect. Sample size is a critical variable in determining statistical significance and, thus, it significantly influences RCTs' success or failure. During the COVID-19 pandemic, many RCTs tested the efficacy of COVID-19 convalescent plasma (CCP) in hospitalized patients but reported different efficacies, which could be attributed to, in addition to timing and dose, inadequate sample size estimates. Methods: To assess the sample size estimation in RCTs evaluating the effect of treatment with CCP in hospitalized COVID-19 patients, we searched the medical literature between January 2020 and March 2024 through PubMed and other electronic databases, extracting information on expected size effect, statistical power, significance level, and measured efficacy. Results: A total of 32 RCTs were identified. While power and significance level were highly consistent, heterogeneity in the expected size effect was relevant. Approximately one third of the RCTs did not reach the planned sample size for various reasons, with the most important one being slow patient recruitment during the pandemic's peaks. RCTs with a primary outcome in favor of CCP treatment had a significant lower median absolute difference in the expected size effect than unfavorable RCTs (20.0% versus 33.9%, P = 0.04). Conclusions: The analyses of sample sizes in RCTs of CCP treatment in hospitalized COVID-19 patients reveal that many underestimated the number of participants needed because of excessively high expectations on efficacy, and thus, these studies had low statistical power. This, in combination with a lower-than-planned recruitment of cases and controls, could have further negatively influenced the primary outcomes of the RCTs.
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Affiliation(s)
- Massimo Franchini
- Department of Hematology and Transfusion Medicine, Carlo Poma Hospital, 46100 Mantua, Italy
| | - Carlo Mengoli
- Department of Hematology and Transfusion Medicine, Carlo Poma Hospital, 46100 Mantua, Italy
| | - Arturo Casadevall
- Johns Hopkins Bloomberg School of Public Health, Department of Molecular Microbiology and Immunology, Baltimore, MD 21205, USA;
| | - Daniele Focosi
- North-Western Tuscany Blood Bank, Pisa University Hospital, 56124 Pisa, Italy
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Wang J, Shao L, Liang J, Wu Q, Zhu B, Deng Q, Liu Z, Liu L, Wang D, Yu Z, Tan X, Wang F, Meng J, Xu X, Xia Z, Li Z, Wang H, Wang L, Wu W, Xie Q, Huang X, Sun Z, Zhang Y, Zhou H, Zhou H, Yang W, Ren H, Liu Z, Qiao M, Tang F, Qi X, Wu H, Deng L, Gao L, Zhang H, Chen P, Zhang H, Zhang X, Zhou J, Chuanqing TU, Guan L, Yin Q, Shu R, Chen F, He M, Wang Q, Guo Z. Chinese expert consensus on the management of patients with hematologic malignancies infected with SARS-CoV-2. J Cancer Res Ther 2023; 19:1495-1500. [PMID: 38156914 DOI: 10.4103/jcrt.jcrt_782_23] [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: 04/06/2023] [Accepted: 07/27/2023] [Indexed: 01/03/2024]
Abstract
In December 2022, the Omicron variant of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) became dominant in China due to its high infectivity and lower mortality rate. The risk of critical illness and mortality among patients with hematologic malignancies who contracted SARS-CoV-2 was particularly high. The aim of this study was to draft a consensus to facilitate effective treatments for these patients based on the type and severity of the disease. Following the outbreak of the novel coronavirus in China, a steering committee consisting of experienced hematologists was formed by the Specialized Committee of Oncology and Microecology of the Chinese Anti-Cancer Association. The expert group drafted a consensus on the management and intervention measures for different types of hematologic malignancies based on the clinical characteristics of the Omicron variant of the SARS-CoV-2 infection, along with relevant guidelines and literature. The expert group drafted independent recommendations on several important aspects based on the epidemiology of the Omicron variant in China and the unique vulnerability of patients with hematologic malignancies. These included prophylactic vaccinations for those with hematologic malignancies, the use of plasma from blood donors who recovered from the novel coronavirus infection, the establishment of negative pressure wards, the use of steady-state mobilization of peripheral blood hematopoietic stem cells, the provision of psychological support for patients and medical staff, and a focus on maintaining a healthy intestinal microecology.
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Affiliation(s)
- Jun Wang
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Liang Shao
- Department of Oncology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Shandong Key Laboratory of Rheumatic Disease and Translational Medicine, Shandong Lung Cancer Institute, Jinan, China
| | - Jing Liang
- Institute of Infection, Immunology and Tumor Microenvironment, Hubei Province Key Laboratory of Occupational Hazard Identification and Control, Medical College, Wuhan University of Science and Technology, Wuhan, China
| | - Qingming Wu
- Key Laboratory of Pathogenic Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Baoli Zhu
- Department of Infectious Diseases, Huazhong University of Science and Technology Union Shenzhen Hospital, Shenzhen, China
| | - Qiwen Deng
- Department of Hematology, Huazhong University of Science and Technology Union Shenzhen Hospital, Shenzhen, China
| | - Zelin Liu
- Department of Hematology & Oncology, National Clinical Research Center for Infectious Disease, Shenzhen Third People's Hospital, Second Hospital Affiliated to Southern University of Science and Technology, Shenzhen, China
| | - Liqiong Liu
- Department of Hematology & Oncology, National Clinical Research Center for Infectious Disease, Shenzhen Third People's Hospital, Second Hospital Affiliated to Southern University of Science and Technology, Shenzhen, China
| | - Danyu Wang
- Department of Hematology & Oncology, National Clinical Research Center for Infectious Disease, Shenzhen Third People's Hospital, Second Hospital Affiliated to Southern University of Science and Technology, Shenzhen, China
| | - Zhijian Yu
- Department of Hematology, Huazhong University of Science and Technology Union Shenzhen Hospital, Shenzhen, China
| | - Xiaohua Tan
- Department of Infectious Diseases, National Clinical Research Center for Infectious Disease, Shenzhen Third People's Hospital, Second Hospital Affiliated to Southern University of Science and Technology, Shenzhen, China
| | - Fuxiang Wang
- Department of Hematology, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, China
| | - Jingye Meng
- Department of Infectious Diseases, National Clinical Research Center for Infectious Disease, Shenzhen Third People's Hospital, Second Hospital Affiliated to Southern University of Science and Technology, Shenzhen, China
| | - Xiaojun Xu
- Department of Hematology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, China
| | - Zhongjun Xia
- Medical Department, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, China
| | - Zhiming Li
- Department of Hematology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Hua Wang
- Medical Department, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, China
| | - Liang Wang
- Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
| | - Wei Wu
- Department of Blood Transfusion, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Qi Xie
- Institute of Infection, Immunology and Tumor Microenvironment, Hubei Province Key Laboratory of Occupational Hazard Identification and Control, Medical College, Wuhan University of Science and Technology, Wuhan, China
| | - Xiaoxing Huang
- Department of Hematology, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Zhiqiang Sun
- Department of Hematology, Nanfang Hospital, Southern Medical University, Shenzhen, China
| | - Yu Zhang
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Hao Zhou
- Department of Lymphoma & Hematology, Hunan Cancer Hospital/The Affiliated Tumor Hospital of Xiangya Medical School, Central South University, Changsha, China
| | - Hui Zhou
- Shangdong First Medical University & Shangdong Academy of Medical Sciences, Jinan, China
| | - Wenyan Yang
- National Cancer Center/National Clinical Research Cancer for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, China
| | - Hua Ren
- National Cancer Center/National Clinical Research Cancer for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, China
| | - Zhe Liu
- Medical College, Tianjin University, PR China
| | - Mingqiang Qiao
- School of Life Science, Shanxi University, Taiyuan, China
| | - Feifei Tang
- Peking University People's Hospital, Peking University Institute of Hematology, Beijing, China
| | - Xiaofei Qi
- Department of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Huijing Wu
- Department of Lymphoma Medicine (Breast Cancer & Soft Tissue Tumor Medicine), Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology 116 South Zhuodaoquan Road, Wuhan, Hubei, China
| | - Lijuan Deng
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
| | - Li Gao
- Medical Center of Hematology, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Hongyan Zhang
- Department of Oncology, The Fifth Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Peng Chen
- Department of Hematology, The Fifth Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Hongyu Zhang
- Department of Hematology, Peking University Shenzhen Hospital, Shenzhen, China
| | - Xinyou Zhang
- Department of Hematology, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University, The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, China
| | - Jihao Zhou
- Department of Hematology, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University, The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, China
| | - T U Chuanqing
- Department of Hematology, Shenzhen Baoan Hospital, Shenzhen University Second Affiliated Hospital, Shenzhen, China
| | - Ling Guan
- Affiliated Dongguan Hospital Southern Medical University (Dongguan People's Hospital), Dongguan, China
| | - Qian Yin
- Department of Thyroid and Breast Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Rong Shu
- The Third People's Hospital of Hubei Province, Wuhan, China
| | - Feng Chen
- The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Mingxin He
- Key Laboratory of Pathogenic Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Qiang Wang
- Medical College, Wuhan Asia General Hospital Affiliated to Wuhan University of Science and Technology, Wuhan, China
| | - Zhi Guo
- Department of Hematology, Huazhong University of Science and Technology Union Shenzhen Hospital, Shenzhen, China
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