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Li X, Feng Y, Gong Y, Chen Y. Assessing the Reproducibility of Research Based on the Food and Drug Administration Manufacturer and User Facility Device Experience Data. J Patient Saf 2024; 20:e45-e58. [PMID: 38470959 DOI: 10.1097/pts.0000000000001220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/14/2024]
Abstract
OBJECTIVE This article aims to assess the reproducibility of Manufacturer and User Facility Device Experience (MAUDE) data-driven studies by analyzing the data queries used in their research processes. METHODS Studies using MAUDE data were sourced from PubMed by searching for "MAUDE" or "Manufacturer and User Facility Device Experience" in titles or abstracts. We manually chose articles with executable queries. The reproducibility of each query was assessed by replicating it in the MAUDE Application Programming Interface. The reproducibility of a query is determined by a reproducibility coefficient that ranges from 0.95 to 1.05. This coefficient is calculated by comparing the number of medical device reports (MDRs) returned by the reproduced queries to the number of reported MDRs in the original studies. We also computed the reproducibility ratio, which is the fraction of reproducible queries in subgroups divided by the query complexity, the device category, and the presence of a data processing flow. RESULTS As of August 8, 2022, we identified 523 articles from which 336 contained queries, and 60 of these were executable. Among these, 14 queries were reproducible. Queries using a single field like product code, product class, or brand name showed higher reproducibility (50%, 33.3%, 31.3%) compared with other fields (8.3%, P = 0.037). Single-category device queries exhibited a higher reproducibility ratio than multicategory ones, but without statistical significance (27.1% versus 8.3%, P = 0.321). Studies including a data processing flow had a higher reproducibility ratio than those without, although this difference was not statistically significant (42.9% versus 17.4%, P = 0.107). CONCLUSIONS Our findings indicate that the reproducibility of queries in MAUDE data-driven studies is limited. Enhancing this requires the development of more effective MAUDE data query strategies and improved application programming interfaces.
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Affiliation(s)
- Xinyu Li
- From the Department of Computer Science, Vanderbilt University, Nashville, Tennessee
| | - Yubo Feng
- From the Department of Computer Science, Vanderbilt University, Nashville, Tennessee
| | - Yang Gong
- School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, Texas
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Chiu CC, Hung KC, Yeh LR. Analysis of Reported Adverse Events With Colonic Stents: An FDA MAUDE Database Study. J Clin Gastroenterol 2023; 57:640. [PMID: 36976929 DOI: 10.1097/mcg.0000000000001839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2023] [Accepted: 01/17/2023] [Indexed: 03/30/2023]
Affiliation(s)
- Chong-Chi Chiu
- Department of General Surgery, E-Da Cancer Hospital
- School of Medicine, College of Medicine
- Department of Medical Education and Research, E-Da Cancer Hospital, I-Shou University, Kaohsiung, Taiwan
| | - Kuo-Chuan Hung
- Department of Anesthesiology, Chi Mei Medical Center
- Department of Hospital and Health Care Administration, College of Recreation and Health Management, Chia Nan University of Pharmacy and Science, Tainan, Taiwan
| | - Li-Ren Yeh
- Department of Anesthesiology, E-Da Cancer Hospital
- Department of Medical Imaging and Radiological Science
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Tang YF, Jin P, Tao YR, Xie H, Wang X, Yu D, Tang S, Sheng JQ. Comparison of fully coated anti-reflux metal stenting and per-oral endoscopic myotomy in patients with achalasia: a propensity score-matched retrospective study. BMC Gastroenterol 2022; 22:253. [PMID: 35585499 PMCID: PMC9118839 DOI: 10.1186/s12876-022-02282-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Accepted: 04/11/2022] [Indexed: 11/21/2022] Open
Abstract
Background Achalasia is a rare primary esophageal motility disorder disease. It is reported that the long-term effect of fully coated anti-reflux metal stent (FCARMS) implantation is satisfactory. Operated by a skilled and experienced endoscopist, the effect of per-oral endoscopic myotomy (POEM) treatment is equivalent to that of surgical myotomy. So far, there is still few evidence to prove FCARMS implantation or POEM which is better for achalasia. The choice of treatment for achalasia is still controversial. The aim of this study is to find a more suitable therapy for achalasia by comparing the efficacy of FCARMS implantation and POEM. Methods A propensity score (PS) matching (1:2) was used in this retrospective cohort study. Data collected from consecutive patients of Achalasia, receiving FCARMS implantation or POEM therapy at the department of gastroenterology, the Seventh Medical Center of the Chinese People’s Liberation Army General Hospital from May 2007 to May 2018. According to their previous treatment, they are divided into two groups, FCARMS group and POEM group. Clinical efficacy and complications were compared between the two groups. Results A total of 166 cases were collected, including 113 cases of FCARMS and 53 cases of POEM. By PS matching, 150 patients were enrolled (100 cases of FCARMS and 50 cases of POEM). By comparison, the FCARMS group has shorter operation time, shorter fasting time and lower hospitalization costs than the POEM group (p < 0.05). Common complications in the FCARMS group are nausea, vomiting, and stent shift. Repetitions of gastroscopy in the FCARMS group was more often, which were 3.8 ± 2.4 (vs 2.1 ± 1.8 of POEM) (p = 0.00 < 0.05) The 6-month remission rates of the FCARMS combination POEM group were 89% and 94%, respectively (p = 0.39), and the 2-year remission rates were 61% and 90%, respectively (p = 0.00). Conclusions Stent placement is a cost-effective and safe treatment option for achalasia. The short-term effect (less than 6 months) of FCARMS is similar to that of POEM, the long-term effect (more than 2 years), POEM is better than FCARMS. HRMIIis most suitable for POEM treatment. It indicate that Patients can choose treatment methods according to their own conditions.
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Affiliation(s)
- Yu-Fen Tang
- Department of Gastroenterology, The Seventh Medical Center of PLA General Hospital, Nanmencang 5#, Dongcheng District, Beijing, 100700, China.,Senior Department of Gastroenterology, The First Medical Center of PLA General Hospital, Beijing, China
| | - Peng Jin
- Department of Gastroenterology, The Seventh Medical Center of PLA General Hospital, Nanmencang 5#, Dongcheng District, Beijing, 100700, China.,Senior Department of Gastroenterology, The First Medical Center of PLA General Hospital, Beijing, China
| | - Yu-Rong Tao
- Department of Gastroenterology, The Seventh Medical Center of PLA General Hospital, Nanmencang 5#, Dongcheng District, Beijing, 100700, China.,Senior Department of Gastroenterology, The First Medical Center of PLA General Hospital, Beijing, China
| | - Hui Xie
- Department of Gastroenterology, The Seventh Medical Center of PLA General Hospital, Nanmencang 5#, Dongcheng District, Beijing, 100700, China
| | - Xin Wang
- Department of Gastroenterology, The Seventh Medical Center of PLA General Hospital, Nanmencang 5#, Dongcheng District, Beijing, 100700, China
| | - Dongliang Yu
- Department of Gastroenterology, The Seventh Medical Center of PLA General Hospital, Nanmencang 5#, Dongcheng District, Beijing, 100700, China
| | - Shan Tang
- Department of Gastroenterology, The Seventh Medical Center of PLA General Hospital, Nanmencang 5#, Dongcheng District, Beijing, 100700, China
| | - Jian-Qiu Sheng
- Department of Gastroenterology, The Seventh Medical Center of PLA General Hospital, Nanmencang 5#, Dongcheng District, Beijing, 100700, China. .,Senior Department of Gastroenterology, The First Medical Center of PLA General Hospital, Beijing, China.
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