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1.
Z Rheumatol ; 83(Suppl 1): 97-106, 2024 Feb.
Article in English | MEDLINE | ID: mdl-36607422

ABSTRACT

OBJECTIVE: This study compared the relative efficacy and safety of olokizumab, tocilizumab, and sarilumab in rheumatoid arthritis (RA) patients who were intolerant or responding inadequately to methotrexate (MTX). METHODS: We performed a Bayesian network meta-analysis to combine direct and indirect evidence from randomized controlled trials (RCTs) to examine the efficacy and safety of olokizumab, tocilizumab, and sarilumab in RA patients who were intolerant or responding inadequately to MTX. RESULTS: Six RCTs comprising 4439 patients met the inclusion criteria. Tocilizumab, sarilumab, olokizumab, and adalimumab treatments achieved a significant American College of Rheumatology 20% (ACR20) response rate compared with placebo. However, tocilizumab was associated with the most favorable surface area using the cumulative ranking curve (SUCRA) for the ACR20 response rate. The ranking probability based on the SUCRA indicated that tocilizumab treatment had the highest probability of providing the best ACR20 response rate, followed by sarilumab, olokizumab every 2 weeks (Q2W), olokizumab Q4W, adalimumab 40 mg, and placebo. The ACR50 and 70 response rates showed a distribution pattern similar to that of the ACR20 response rate. However, olokizumab Q4W had a higher ranking probability than olokizumab Q2W. The SUCRA rating showed that the placebo was the best intervention with the least adverse events (AEs) and withdrawal due to AEs, followed by interleukin­6 inhibitors. CONCLUSION: Tocilizumab, sarilumab, and olokizumab are more effective than adalimumab and have similar efficacy and safety in RA patients with inadequate responses to MTX.


Subject(s)
Antibodies, Monoclonal, Humanized , Antirheumatic Agents , Arthritis, Rheumatoid , Humans , Adalimumab/adverse effects , Antirheumatic Agents/adverse effects , Network Meta-Analysis , Treatment Outcome , Bayes Theorem , Randomized Controlled Trials as Topic , Arthritis, Rheumatoid/diagnosis , Arthritis, Rheumatoid/drug therapy , Methotrexate/adverse effects , Drug Therapy, Combination
2.
Int J Med Inform ; 180: 105262, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37871445

ABSTRACT

OBJECTIVES: In the medical field, we face many challenges, including the high cost of data collection and processing, difficult standards issues, and complex preprocessing techniques. It is necessary to establish an objective and systematic data quality management system that ensures data reliability, mitigates risks caused by incorrect data, reduces data management costs, and increases data utilization. We introduce the concept of SMART data in a data quality management system and conducted a case study using real-world data on colorectal cancer. METHODS: We defined the data quality management system from three aspects (Construction - Operation - Utilization) based on the life cycle of medical data. Based on this, we proposed the "SMART DATA" concept and tested it on colorectal cancer data, which is actual real-world data. RESULTS: We define "SMART DATA" as systematized, high-quality data collected based on the life cycle of data construction, operation, and utilization through quality control activities for medical data. In this study, we selected a scenario using data on colorectal cancer patients from a single medical institution provided by the Clinical Oncology Network (CONNECT). As SMART DATA, we curated 1,724 learning data and 27 Clinically Critical Set (CCS) data for colorectal cancer prediction. These datasets contributed to the development and fine-tuning of the colorectal cancer prediction model, and it was determined that CCS cases had unique characteristics and patterns that warranted additional clinical review and consideration in the context of colorectal cancer prediction. CONCLUSIONS: In this study, we conducted primary research to develop a medical data quality management system. This will standardize medical data extraction and quality control methods and increase the utilization of medical data. Ultimately, we aim to provide an opportunity to develop a medical data quality management methodology and contribute to the establishment of a medical data quality management system.


Subject(s)
Colorectal Neoplasms , Data Accuracy , Humans , Reproducibility of Results , Data Management , Electronic Health Records , Colorectal Neoplasms/therapy
3.
Z Rheumatol ; 82(3): 248-255, 2023 Apr.
Article in English | MEDLINE | ID: mdl-34223982

ABSTRACT

OBJECTIVE: This study aimed to compare the effectiveness and safety of tumor necrosis factor inhibitor (TNFI) biosimilars to TNFI originators in patients with active rheumatoid arthritis (RA) who responded inadequately to methotrexate (MTX). METHODS: We conducted a meta-analysis of randomized controlled trials (RCTs) to compare the effectiveness and safety of TNFI biosimilars to TNFIs in patients with RA who had not responded adequately to MTX. RESULTS: A total of 18 RCTs (8 adalimumab, 7 infliximab, and 3 etanercept) comprising 4039 patients randomized to TNFI biosimilars and 3905 to TNFI treatment were included. The American College of Rheumatology 20% improvement (ACR20) response rate was significantly higher for TNFI biosimilar-treated patients than for TNFI-treated patients (odds ratio, OR 1.140, 95% confidence interval, CI 1.031-1.261, P = 0.011); however, subgroup analysis by the TNFI type showed that the ACR20 response rates were not different among the biosimilars of adalimumab, infliximab, and etanercept compared with the originators. The ACR50 response rate was significantly higher for TNFI biosimilar-treated patients than for TNFI treated patients (OR 1.096, 95% CI 1.001-1.200, P = 0.047). Subgroup analysis by the TNFI type showed that the ACR50 response rates did not differ among the biosimilars of adalimumab and infliximab compared with the originators; however, the ACR50 response rate was significantly higher in etanercept biosimilar-treated patients than in etanercept-treated patients (OR 1.406, 95% CI 1.111-1.780, P = 0.005). No significant difference was observed between the TNFI biosimilars and TNFIs as per ACR70. There was no significant difference in the number of patients who experienced adverse events (AEs) between TNFI biosimilars and TNFIs (OR 0.961, 95% CI 0.876-1.055, P = 0.402); however, subgroup analysis by the TNFI type showed that the adalimumab biosimilar caused fewer AEs than adalimumab (OR 0.865, 95% CI 0.756-0.989, P = 0.034). Serious AEs and withdrawals due to AEs did not differ between TNFI biosimilars and TNFIs. CONCLUSION: This meta-analysis showed that TNFI biosimilars had an overall comparable efficacy and safety profile compared with their originators in RA patients.


Subject(s)
Antirheumatic Agents , Arthritis, Rheumatoid , Biosimilar Pharmaceuticals , Humans , Methotrexate/therapeutic use , Biosimilar Pharmaceuticals/therapeutic use , Infliximab/adverse effects , Adalimumab/adverse effects , Etanercept/therapeutic use , Tumor Necrosis Factor Inhibitors/therapeutic use , Network Meta-Analysis , Arthritis, Rheumatoid/drug therapy , Antirheumatic Agents/therapeutic use , Treatment Outcome , Tumor Necrosis Factor-alpha , Randomized Controlled Trials as Topic
4.
J Clin Pharm Ther ; 45(4): 674-681, 2020 Aug.
Article in English | MEDLINE | ID: mdl-32495356

ABSTRACT

WHAT IS KNOWN AND OBJECTIVE: Several clinical trials have attempted to evaluate the efficacy and safety of tofacitinib, baricitinib, upadacitinib, filgotinib and peficitinib as monotherapy in patients with active rheumatoid arthritis (RA), but their relative efficacy and safety as monotherapy remain unclear due to the lack of data from head-to-head comparison trials. The relative efficacy and safety of tofacitinib, baricitinib, upadacitinib, filgotinib and peficitinib as monotherapy for rheumatoid arthritis (RA) were assessed. METHODS: We performed a Bayesian network meta-analysis to combine direct and indirect evidence from randomized controlled trials (RCTs) and examine the efficacy and safety of tofacitinib, baricitinib, upadacitinib, filgotinib and peficitinib as monotherapy relative to placebo in patients with RA. RESULTS AND DISCUSSION: Five RCTs comprising 1547 patients met the inclusion criteria. Compared with placebo, tofacitinib, baricitinib, upadacitinib, filgotinib and peficitinib as monotherapy showed a significantly higher American College of Rheumatology 20% (ACR20) response rate. Peficitinib 150 mg monotherapy showed the highest ACR20 response rate (odds ratio, 17.24.39; 95% credible interval, 6.57-51.80). The ranking probability based on the surface under the cumulative ranking curve indicated that peficitinib 150 mg had the highest probability of being the best treatment for achieving the ACR20 response rate, followed by peficitinib 100 mg, filgotinib 200 mg, filgotinib 100 mg, tofacitinib 5 mg, upadacitinib 15 mg, baricitinib 4 mg and placebo. However, the number of patients who experienced serious adverse events did not differ significantly between the JAK inhibitors, except for tofacitinib 5 mg, and placebo. WHAT IS NEW AND CONCLUSION: All five JAK inhibitors-tofacitinib, baricitinib, upadacitinib, filgotinib and peficitinib-were efficacious monotherapy interventions for active RA, and differences were noted in their efficacy and safety in monotherapy.


Subject(s)
Adamantane/analogs & derivatives , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/drug therapy , Azetidines/therapeutic use , Heterocyclic Compounds, 3-Ring/therapeutic use , Niacinamide/analogs & derivatives , Piperidines/therapeutic use , Purines/therapeutic use , Pyrazoles/therapeutic use , Pyridines/therapeutic use , Pyrimidines/therapeutic use , Sulfonamides/therapeutic use , Triazoles/therapeutic use , Adamantane/therapeutic use , Bayes Theorem , Humans , Niacinamide/therapeutic use , Randomized Controlled Trials as Topic
5.
Sci Rep ; 7: 44127, 2017 03 07.
Article in English | MEDLINE | ID: mdl-28266599

ABSTRACT

Alopecia areata (AA), a chronic, relapsing, hair-loss disorder, is considered to be a T cell-mediated autoimmune disease. It affects approximately 1.7% of the population, but its precise pathogenesis remains to be elucidated. Despite the recent attention focused on the roles of inflammasomes in the pathogenesis of autoinflammatory diseases, little is known about inflammasome activation in AA. Thus, in this study, we investigated the pattern of NLRP3 inflammasome activation in the outer root sheath (ORS) cells of hair follicles. We found that interleukin (IL)-1ß and caspase-1 expression was increased in hair follicle remnants and inflammatory cells of AA tissue specimens. After stimulation of ORS cells with the double-stranded (ds)RNA mimic polyinosinic:polycytidylic acid (poly[I:C]), the activation of caspase-1 and secretion of IL-1ß were enhanced. Moreover, NLRP3 knockdown decreased this poly(I:C)-induced IL-1ß production. Finally, we found that high-mobility group box 1 (HMGB1) translocated from the nucleus to the cytosol and was secreted into the extracellular space by inflammasome activation. Taken together, these findings suggest that ORS cells are important immunocompetent cells that induce NLRP3 inflammasomes. In addition, dsRNA-induced IL-1ß and HMGB1 secretion from ORS cells may contribute to clarifying the pathogenesis and therapeutic targets of AA.


Subject(s)
Hair Follicle/immunology , NF-kappa B/immunology , RNA, Double-Stranded/immunology , Signal Transduction/immunology , Cell Line, Transformed , HMGB1 Protein/immunology , Hair Follicle/pathology , Humans , Inflammasomes/immunology , Inflammation/chemically induced , Inflammation/immunology , Inflammation/pathology , Interleukin-1beta/immunology , NLR Family, Pyrin Domain-Containing 3 Protein/immunology , Poly I-C/pharmacology , RNA, Double-Stranded/pharmacology , Signal Transduction/drug effects
6.
Immunol Invest ; 42(5): 409-22, 2013.
Article in English | MEDLINE | ID: mdl-23802171

ABSTRACT

OBJECTIVE: The aim of this study was to explore whether cytotoxic T lymphocyte antigen-4 (CTLA-4) +49 A/G, and -318 C/T polymorphisms confer susceptibility to multiple sclerosis (MS). METHODS: A meta-analysis of the associations between the CTLA-4 +49 A/G and -318 C/T polymorphisms and MS. RESULTS: A total of 23 separate comparisons from 19 studies of the CTLA-4 +49 A/G polymorphism and 10 comparisons (8 studies) of the CTLA-4 -318 C/T polymorphism were considered. Meta-analysis showed no association between MS and the CTLA-4 +49G allele in the analysis of all study subjects (OR = 1.026, 95% CI = 0.967-1.089, p = 0.395). Stratification by ethnicity indicated no association between the CTLA-4 +49G allele and MS in Caucasians, Asians, or Arabs. Meta-analysis showed no association between RA and the CTLA-4 -318C allele in all study subjects (OR = 0.909, 95% CI = 0.704-1.175, p = 0.467). In addition, meta-analysis stratified by ethnicity revealed no association between MS and the CTLA-4 -318 C/T polymorphism in Caucasian, Asian, or Arab populations. CONCLUSIONS: This meta-analysis of published studies did not find an association between the CTLA-4 +49 A/G and -318 C/T polymorphisms and susceptibility to MS in Caucasian, Asian, and Arab populations.


Subject(s)
CTLA-4 Antigen/genetics , Genetic Predisposition to Disease , Multiple Sclerosis/genetics , Ethnicity/genetics , Humans , Multiple Sclerosis/epidemiology , Polymorphism, Genetic
7.
Int J Eat Disord ; 39(6): 498-502, 2006 Sep.
Article in English | MEDLINE | ID: mdl-16715484

ABSTRACT

OBJECTIVE: The presence of eating disorders in non-Western cultures is often attributed to the export of Western ideals. This study examines this hypothesis by comparing disordered eating attitudes and behaviors in Korean women with differing levels of exposure to Western culture. METHOD: Second-generation Korean-Americans (n=167) and Korean immigrants (n=37) completed the Eating Attitudes Test (EAT-26), and data from native Koreans (n=937) were obtained from a previous epidemiological study, using a Korean-translated version of the EAT-26 (K-EAT-26). Korean-American and immigrant women completed the Suinn-Lew Asian Self-Identity Acculturation Scale (SL-ASIA). RESULTS: Korean-American women scored significantly lower on the EAT-26 than Korean immigrants and native Koreans, who did not differ from each other. Korean-Americans were more Western-oriented than Korean immigrants, and acculturation levels were not correlated with EAT-26 scores in either group. CONCLUSION: This study supports the importance of native cultural factors in the development of eating disorders in non-Western contexts.


Subject(s)
Asian , Cross-Cultural Comparison , Feeding and Eating Disorders/ethnology , Acculturation , Adult , Asian/psychology , Emigration and Immigration , Female , Gender Identity , Humans , Korea/ethnology , Surveys and Questionnaires , United States/epidemiology
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