Cts-Clinical and Translational Science最新文献

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The Effect of Exercise on Pharmacodynamics and Pharmacokinetics of a Single Dose of Unfractionated Heparin—A Randomized, Controlled, Crossover Study 运动对单剂量未分离肝素a药效学和药代动力学的影响:随机对照交叉研究。
IF 3.1 3区 医学
Cts-Clinical and Translational Science Pub Date : 2025-01-09 DOI: 10.1111/cts.70113
Liva K. Stuhr, Joshua B. Feinberg, Thea Christoffersen, Konstantinos Dimopoulos, Mikkel B. Christensen, David P. Sonne, Troels Riis, Peter S. Plomgaard, Jens P. Goetze, Emil L. Larsen, Kristian Karstoft
{"title":"The Effect of Exercise on Pharmacodynamics and Pharmacokinetics of a Single Dose of Unfractionated Heparin—A Randomized, Controlled, Crossover Study","authors":"Liva K. Stuhr,&nbsp;Joshua B. Feinberg,&nbsp;Thea Christoffersen,&nbsp;Konstantinos Dimopoulos,&nbsp;Mikkel B. Christensen,&nbsp;David P. Sonne,&nbsp;Troels Riis,&nbsp;Peter S. Plomgaard,&nbsp;Jens P. Goetze,&nbsp;Emil L. Larsen,&nbsp;Kristian Karstoft","doi":"10.1111/cts.70113","DOIUrl":"10.1111/cts.70113","url":null,"abstract":"<p>Exercise increases blood and lymph flow in working muscles, potentially affecting the bioavailability and effect of subcutaneously administered drugs. The aim of this study was to assess the influence of a single exercise session on pharmacokinetics and pharmacodynamics of a single dose of subcutaneously administered unfractionated heparin. In a crossover design, 15 healthy males underwent four experimental days where 15,000 IU of unfractionated heparin was injected subcutaneously into the thigh of the non-dominant leg. Following the injection, one of four interventions was performed in randomized order on four separate occasions, each lasting 1 h: (1) no exercise, (2) double-legged exercise, (3) single-legged exercise with the non-dominant leg (where heparin was injected), and (4) single-legged exercise with the dominant leg. Blood was sampled during and after the interventions and analyzed for activated partial thromboplastin time (aPTT) and plasma heparin via an anti-factor Xa assay. The primary endpoint (maximum aPTT minus baseline aPTT) showed no statistically significant differences between interventions, nor did maximum minus baseline plasma heparin activities. However, after 1 h, change in aPTT was greater, following double-legged exercise compared with no exercise (mean difference 3.5 s, 95% CI 0.8–6.2) and greater after single-legged exercise with the non-dominant leg compared with the dominant (9.7 s, 3.9–15.5). Similar results were observed for plasma heparin activities. In conclusion, exercise does not affect the overall pharmacokinetics and pharmacodynamics of unfractionated heparin but tends to accelerate absorption and hence effect. The study thus underscores that physical exercise affects temporal uptake of subcutaneously administered therapy.</p>","PeriodicalId":50610,"journal":{"name":"Cts-Clinical and Translational Science","volume":"18 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2025-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11712606/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142958390","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Association of LDL-C/HDL-C Ratio With Hyperuricemia: A National Cohort Study LDL-C/HDL-C比值与高尿酸血症的关系:一项国家队列研究
IF 3.1 3区 医学
Cts-Clinical and Translational Science Pub Date : 2025-01-08 DOI: 10.1111/cts.70122
Yanyu Zhang, Xiaoyi Liu, Deyun Luo, Bingli Chen, Chenyi Lai, Chenyu He, Luo Yan, Haifeng Ding, Shiyang Li
{"title":"Association of LDL-C/HDL-C Ratio With Hyperuricemia: A National Cohort Study","authors":"Yanyu Zhang,&nbsp;Xiaoyi Liu,&nbsp;Deyun Luo,&nbsp;Bingli Chen,&nbsp;Chenyi Lai,&nbsp;Chenyu He,&nbsp;Luo Yan,&nbsp;Haifeng Ding,&nbsp;Shiyang Li","doi":"10.1111/cts.70122","DOIUrl":"10.1111/cts.70122","url":null,"abstract":"<p>Hyperuricemia (HUA) is a metabolic abnormality syndrome caused by disorders of purine metabolism. This study aimed to investigate the predictive value of the low-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (LHR) for the risk of developing HUA. We extracted data from the China Health and Retirement Longitudinal Study (CHARLS) database from 2011 to 2016. Multivariable logistic regression, restricted cubic splines (RCSs) analysis, and linear correlation analysis were conducted to evaluate the association between LHR and risk of developing HUA. Subgroup analyses and interaction tests were also performed. A higher LHR was associated with an increased incidence of HUA (7.8% vs. 9.9% vs. 13.9, <i>p</i> &lt; 0.001). The LHR was also higher in the HUA group compared to the non-HUA group (2.64 ± 1.07 vs. 2.40 ± 0.91, <i>p</i> &lt; 0.001). When assessed as a continuous variable, LHR was independently associated with the risk of HUA (OR = 1.27, 95% CI = 1.16–1.39, <i>p</i> &lt; 0.001). The risk of developing HUA was significantly higher among individuals with the highest LHR subgroup than those with the lowest LHR subgroup (OR = 1.81, 95% CI = 1.47–2.23, <i>p</i> &lt; 0.001). RCS analysis revealed a significant nonlinear association between an increased LHR and a higher risk of developing HUA. The predictive abilities of LHR for HUA were 0.577. The composite variable comprising LHR and other traditional risk factors could significantly enhance the ability to predict HUA (C statistic = 0.677). In conclusion, a higher LHR was associated with an increased risk of developing HUA. Further studies on LHR could be beneficial for preventing and treating HUA.</p>","PeriodicalId":50610,"journal":{"name":"Cts-Clinical and Translational Science","volume":"18 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2025-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11711105/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142958303","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prediction of Cisplatin-Induced Acute Kidney Injury Using an Interpretable Machine Learning Model and Electronic Medical Record Information 利用可解释的机器学习模型和电子病历信息预测顺铂诱导的急性肾损伤
IF 3.1 3区 医学
Cts-Clinical and Translational Science Pub Date : 2025-01-06 DOI: 10.1111/cts.70115
Kaori Ambe, Yuka Aoki, Miho Murashima, Chiharu Wachino, Yuto Deki, Masaya Ieda, Masahiro Kondo, Yoko Furukawa-Hibi, Kazunori Kimura, Takayuki Hamano, Masahiro Tohkin
{"title":"Prediction of Cisplatin-Induced Acute Kidney Injury Using an Interpretable Machine Learning Model and Electronic Medical Record Information","authors":"Kaori Ambe,&nbsp;Yuka Aoki,&nbsp;Miho Murashima,&nbsp;Chiharu Wachino,&nbsp;Yuto Deki,&nbsp;Masaya Ieda,&nbsp;Masahiro Kondo,&nbsp;Yoko Furukawa-Hibi,&nbsp;Kazunori Kimura,&nbsp;Takayuki Hamano,&nbsp;Masahiro Tohkin","doi":"10.1111/cts.70115","DOIUrl":"10.1111/cts.70115","url":null,"abstract":"<p>Predicting cisplatin-induced acute kidney injury (Cis-AKI) before its onset is important. We aimed to develop a predictive model for Cis-AKI using patient clinical information based on an interpretable machine learning algorithm. This single-center retrospective study included hospitalized patients aged ≥ 18 years who received the first course of cisplatin chemotherapy from January 1, 2011, to December 31, 2020, at Nagoya City University Hospital. Cis-AKI-positive patients were defined using the serum creatinine criteria of the Kidney Disease Improving Global Outcomes guideline within 14 days of the last day of cisplatin administration in the first course. Patients who received cisplatin but did not develop AKI were considered negative. The CatBoost classification model was constructed with 29 explanatory variables, including laboratory values, concomitant medications, medical history, and cisplatin administration information. In total, 1253 patients were included, of whom 119 developed Cis-AKI (9.5%). The median time of AKI onset was 7 days, and the interquartile range was 5–8 days. The mean ± standard deviation of the total cisplatin dose in the initial treatment was 77.9 ± 27.1 mg/m<sup>2</sup> in Cis-AKI-positive patients and 69.3 ± 22.6 mg/m<sup>2</sup> in Cis-AKI-negative patients. The predictive performance was an ROC-AUC of 0.78. Model interpretation using SHapley Additive exPlanations showed that concomitant use of intravenous magnesium preparations was negatively correlated with Cis-AKI, whereas loop diuretics were positively correlated. This suggests the need for magnesium preparations to prevent AKI, although the effects of diuretics may be small. Our model can predict Cis-AKI early and may be helpful for its avoidance.</p>","PeriodicalId":50610,"journal":{"name":"Cts-Clinical and Translational Science","volume":"18 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2025-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/cts.70115","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142932972","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Risk Factors Analysis of Cutaneous Adverse Drug Reactions Caused by Targeted Therapy and Immunotherapy Drugs for Oncology and Establishment of a Prediction Model 肿瘤靶向治疗与免疫治疗药物致皮肤不良反应的危险因素分析及预测模型的建立
IF 3.1 3区 医学
Cts-Clinical and Translational Science Pub Date : 2025-01-05 DOI: 10.1111/cts.70118
Zimin Zhang, Mingyang Zhu, Weiwei Jiang
{"title":"Risk Factors Analysis of Cutaneous Adverse Drug Reactions Caused by Targeted Therapy and Immunotherapy Drugs for Oncology and Establishment of a Prediction Model","authors":"Zimin Zhang,&nbsp;Mingyang Zhu,&nbsp;Weiwei Jiang","doi":"10.1111/cts.70118","DOIUrl":"10.1111/cts.70118","url":null,"abstract":"<p>Targeted therapy and immunotherapy drugs for oncology have greater efficacy and tolerability than cytotoxic chemotherapeutic drugs. However, the cutaneous adverse drug reactions associated with these newer therapies are more common and remain poorly predicted. An effective prediction model is urgently needed and essential. This retrospective study included 1052 patients, divided into train set, test set, and external validation set. As a data-driven study, a total of 76 variables were collected. Univariate logistic analysis, least absolute shrinkage and selection operator regression, and stepwise logistic regression were utilized for feature screening. Finally, nine machine-learning models were constructed and compared, and grid search was performed to adjust the parameters. Model performance was evaluated using calibration curve and the area under the receiver operating characteristic curve (AUROC). Nine risk factors were eventually identified: age, treatment modality, cancer types, history of allergies, age-corrected Charlson comorbidity index, percentage of eosinophils, absolute number of monocytes, Eastern Cooperative Oncology Group Performance Status, and C-reactive protein. Among the models, the logistic model performed best, demonstrating strong performance in test set (AUROC = 0.734) and external validation set (AUROC = 0.817). This study identified nine significant risk factors and developed a nomogram prediction model. These findings have important implications for optimizing therapeutic efficacy and maintaining the quality of life of patients from the perspective of managing cutaneous adverse drug reactions.</p><p><b>Trial Registration:</b> ChiCTR2400088422</p>","PeriodicalId":50610,"journal":{"name":"Cts-Clinical and Translational Science","volume":"18 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2025-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/cts.70118","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142933307","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Physiologically Based Pharmacokinetic Modeling of Cannabidiol, Delta-9-Tetrahydrocannabinol, and Their Metabolites in Healthy Adults After Administration by Multiple Routes 多途径给药后健康成人大麻二酚、δ -9-四氢大麻酚及其代谢物的生理药代动力学模型
IF 3.1 3区 医学
Cts-Clinical and Translational Science Pub Date : 2025-01-02 DOI: 10.1111/cts.70119
Lixuan Qian, Tao Zhang, Jean Dinh, Mary F. Paine, Zhu Zhou
{"title":"Physiologically Based Pharmacokinetic Modeling of Cannabidiol, Delta-9-Tetrahydrocannabinol, and Their Metabolites in Healthy Adults After Administration by Multiple Routes","authors":"Lixuan Qian,&nbsp;Tao Zhang,&nbsp;Jean Dinh,&nbsp;Mary F. Paine,&nbsp;Zhu Zhou","doi":"10.1111/cts.70119","DOIUrl":"10.1111/cts.70119","url":null,"abstract":"<p>The two most extensively studied cannabinoids, cannabidiol (CBD) and delta-9-tetrahydrocannabinol (THC), are used for myriad conditions. THC is predominantly eliminated via the cytochromes P450 (CYPs), whereas CBD is eliminated through both CYPs and UDP-glucuronosyltransferases (UGTs). The fractional contributions of these enzymes to cannabinoid metabolism have shown conflicting results among studies. Physiologically based pharmacokinetic (PBPK) models for CBD and THC and for drug–drug interaction studies involving CBD or THC as object drugs were developed and verified to improve estimates of these contributions. First, physicochemical and pharmacokinetic parameters for CBD, THC, and their metabolites (7-OH-CBD, 11-OH-THC, and 11-COOH-THC) were obtained from the literature or optimized. Second, PBPK base models were developed for CBD and THC after intravenous administration. Third, beginning with the intravenous models, absorption models were developed for CBD after oral and oromucosal spray administration and for THC after oral, inhalation, and oromucosal spray administration. The full models well-captured the area under the concentration–time curve (AUC) and peak concentration (<i>C</i><sub>max</sub>) of CBD and THC from the verification dataset. Predicted AUC and <i>C</i><sub>max</sub> for CBD and 7-OH-CBD were within two-fold of the observed data. For THC, 11-OH-THC, and 11-COOH-THC, 100%, 100%, and 83% of the predicted AUC values were within two-fold, respectively, of the observed values; 100%, 92%, and 94% of the predicted <i>C</i><sub>max</sub> values, respectively, were within two-fold of the observed values. The verified models could be used to help address critical public health needs, including assessing potential drug interaction risks involving CBD and THC.</p>","PeriodicalId":50610,"journal":{"name":"Cts-Clinical and Translational Science","volume":"18 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2025-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11695271/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142923476","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Population Pharmacokinetic–Pharmacodynamic Modeling of Granulocyte Colony-Stimulating Factor to Optimize Dosing and Timing for CD34+ Cell Harvesting 粒细胞集落刺激因子的群体药动学-药效学建模以优化CD34+细胞收获的剂量和时间。
IF 3.1 3区 医学
Cts-Clinical and Translational Science Pub Date : 2025-01-02 DOI: 10.1111/cts.70121
Xu Jiang, Jun Seok Cha, Byung Hak Jin, Choon Ok Kim, Dongwoo Chae
{"title":"Population Pharmacokinetic–Pharmacodynamic Modeling of Granulocyte Colony-Stimulating Factor to Optimize Dosing and Timing for CD34+ Cell Harvesting","authors":"Xu Jiang,&nbsp;Jun Seok Cha,&nbsp;Byung Hak Jin,&nbsp;Choon Ok Kim,&nbsp;Dongwoo Chae","doi":"10.1111/cts.70121","DOIUrl":"10.1111/cts.70121","url":null,"abstract":"<p>Granulocyte colony-stimulating factor (G-CSF) mobilizes peripheral blood (PB) progenitor cells from bone marrow (BM) into circulation for PB stem cell transplantation (PBSCT). This study aimed to develop a population pharmacokinetic–pharmacodynamic (PK-PD) model of filgrastim in healthy subjects to optimize PB CD34<sup>+</sup> cell collection. Plasma filgrastim concentrations and CD34<sup>+</sup> cell count data were obtained from a clinical study involving healthy Korean subjects. A total of 1378 plasma concentration measurements and 982 CD34<sup>+</sup> cell count data collected from 53 subjects were used in the PK-PD model. Filgrastim PKs were adequately described by a one-compartment linear disposition model with an additional transit compartment for absorption. Log-transformed body weight was the only significant covariate affecting the volume of distribution and clearance. CD34<sup>+</sup> cell mobilization was best captured by a modified Friberg model, assuming continual entry of proliferating BM stem cells into PB via a single transit compartment. Simulation results suggested that the 5 μg/kg twice-daily dosing regimen may yield higher CD34<sup>+</sup> cell counts compared to the 10 μg/kg once-daily regimen for achieving target CD34<sup>+</sup> cell counts of 20/μL and 50/μL. We successfully developed a robust PK-PD model of G-CSF that optimizes the yield of CD34<sup>+</sup> cells during allogeneic PBSCT. This model can guide the efficient determination of optimal G-CSF dosing regimens and CD34<sup>+</sup> cell harvesting strategies.</p>","PeriodicalId":50610,"journal":{"name":"Cts-Clinical and Translational Science","volume":"18 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2025-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11695272/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142923484","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A randomized, double-blind, placebo-controlled, multiple dose, parallel study to investigate the effects of a cathepsin S inhibitor in celiac disease 一项随机、双盲、安慰剂对照、多剂量、平行研究,旨在研究组织蛋白酶S抑制剂在乳糜泻中的作用。
IF 3.1 3区 医学
Cts-Clinical and Translational Science Pub Date : 2024-12-31 DOI: 10.1111/cts.13901
Darren Bentley, Marie Mannino, Marianne Manchester, Priscila Camillo Teixeira, Bernhard Reis, Malcolm Boyce, Sandra Nagel
{"title":"A randomized, double-blind, placebo-controlled, multiple dose, parallel study to investigate the effects of a cathepsin S inhibitor in celiac disease","authors":"Darren Bentley,&nbsp;Marie Mannino,&nbsp;Marianne Manchester,&nbsp;Priscila Camillo Teixeira,&nbsp;Bernhard Reis,&nbsp;Malcolm Boyce,&nbsp;Sandra Nagel","doi":"10.1111/cts.13901","DOIUrl":"10.1111/cts.13901","url":null,"abstract":"<p>Celiac disease is a chronic, immune-mediated enteropathy with symptoms triggered by exposure to dietary gluten in genetically predisposed individuals. The only available management option is lifelong adherence to a gluten-free diet. This randomized, double-blind, placebo-controlled, parallel-group, single-center study tested the effects of the cathepsin S inhibitor RO5459072 on the immune response to a 13-day gluten challenge in 19 participants with celiac disease (ClinicalTrials.gov: NCT02679014). Nine participants in the RO5459072 arm received 100 mg study drug b.i.d. (200 mg daily); 10 received a placebo. The primary end point was the number of responders to the gluten challenge (defined as individuals with an increase in the number of gliadin-specific, IFNγ-secreting T cells detected using an ELISPOT assay). However, there was a weak response to the gluten challenge across both arms. Few participants had an increase in gliadin-specific, IFNγ-secreting T cells, and the antigen-specific responses (anti-tTG and anti-DGP antibodies) were weaker than expected in both arms. Therefore, the primary end point was not met, although the study was underpowered to detect a treatment effect under these circumstances. Pharmacodynamic findings suggested that RO5459072 had some beneficial effects. Fewer participants in the RO5459072 arm exhibited gliadin-specific IFNγ-secreting T cells after 6 days' gluten intake. Participants in the RO5459072 arm also showed decreased intestinal permeability, and a decrease in the number of circulating B cells, CD4+ and CD8+ T cells compared to baseline. Nevertheless, the absence of clear effects on the response to a gluten challenge indicates that inhibition of cathepsin S may not be an effective treatment strategy for celiac disease.</p>","PeriodicalId":50610,"journal":{"name":"Cts-Clinical and Translational Science","volume":"18 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11686337/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142911061","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rapid identification and phenotyping of nonalcoholic fatty liver disease patients using a machine-based approach in diverse healthcare systems 在不同的医疗系统中使用基于机器的方法快速识别和分型非酒精性脂肪肝患者。
IF 3.1 3区 医学
Cts-Clinical and Translational Science Pub Date : 2024-12-31 DOI: 10.1111/cts.70105
Anna O. Basile, Anurag Verma, Leigh Anne Tang, Marina Serper, Andrew Scanga, Ava Farrell, Brittney Destin, Rotonya M. Carr, Anuli Anyanwu-Ofili, Gunaretnam Rajagopal, Abraham Krikhely, Marc Bessler, Muredach P. Reilly, Marylyn D. Ritchie, Nicholas P. Tatonetti, Julia Wattacheril
{"title":"Rapid identification and phenotyping of nonalcoholic fatty liver disease patients using a machine-based approach in diverse healthcare systems","authors":"Anna O. Basile,&nbsp;Anurag Verma,&nbsp;Leigh Anne Tang,&nbsp;Marina Serper,&nbsp;Andrew Scanga,&nbsp;Ava Farrell,&nbsp;Brittney Destin,&nbsp;Rotonya M. Carr,&nbsp;Anuli Anyanwu-Ofili,&nbsp;Gunaretnam Rajagopal,&nbsp;Abraham Krikhely,&nbsp;Marc Bessler,&nbsp;Muredach P. Reilly,&nbsp;Marylyn D. Ritchie,&nbsp;Nicholas P. Tatonetti,&nbsp;Julia Wattacheril","doi":"10.1111/cts.70105","DOIUrl":"10.1111/cts.70105","url":null,"abstract":"<p>Nonalcoholic fatty liver disease (NAFLD) is the most common global cause of chronic liver disease and remains under-recognized within healthcare systems. Therapeutic interventions are rapidly advancing for its inflammatory phenotype, nonalcoholic steatohepatitis (NASH) at all stages of disease. Diagnosis codes alone fail to recognize and stratify at-risk patients accurately. Our work aims to rapidly identify NAFLD patients within large electronic health record (EHR) databases for automated stratification and targeted intervention based on clinically relevant phenotypes. We present a rule-based phenotyping algorithm for efficient identification of NAFLD patients developed using EHRs from 6.4 million patients at Columbia University Irving Medical Center (CUIMC) and validated at two independent healthcare centers. The algorithm uses the Observational Medical Outcomes Partnership (OMOP) Common Data Model and queries structured and unstructured data elements, including diagnosis codes, laboratory measurements, and radiology and pathology modalities. Our approach identified 16,006 CUIMC NAFLD patients, 10,753 (67%) previously unidentifiable by NAFLD diagnosis codes. Fibrosis scoring on patients without histology identified 943 subjects with scores indicative of advanced fibrosis (FIB-4, APRI, NAFLD–FS). The algorithm was validated at two independent healthcare systems, University of Pennsylvania Health System (UPHS) and Vanderbilt Medical Center (VUMC), where 20,779 and 19,575 NAFLD patients were identified, respectively. Clinical chart review identified a high positive predictive value (PPV) across all healthcare systems: 91% at CUIMC, 75% at UPHS, and 85% at VUMC, and a sensitivity of 79.6%. Our rule-based algorithm provides an accurate, automated approach for rapidly identifying, stratifying, and sub-phenotyping NAFLD patients within a large EHR system.</p>","PeriodicalId":50610,"journal":{"name":"Cts-Clinical and Translational Science","volume":"18 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11686338/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142911006","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A phase I, randomized, placebo-controlled trial to evaluate the pharmacokinetics, safety, and tolerability of nirsevimab in healthy Chinese adults 一项 I 期随机安慰剂对照试验,旨在评估 nirsevimab 在中国健康成人中的药代动力学、安全性和耐受性。
IF 3.1 3区 医学
Cts-Clinical and Translational Science Pub Date : 2024-12-30 DOI: 10.1111/cts.70095
Xiaomeng Mao, Xiaohan Hua, Chengyi Wu, Xiaoyun Ge, Jie Zhang, Xiaojie Wu, Robert J. Kubiak, Ulrika Wählby Hamrén, Tonya Villafana, Georgios Christou, Jannine Green, Therese Takas, Yuwen Jin
{"title":"A phase I, randomized, placebo-controlled trial to evaluate the pharmacokinetics, safety, and tolerability of nirsevimab in healthy Chinese adults","authors":"Xiaomeng Mao,&nbsp;Xiaohan Hua,&nbsp;Chengyi Wu,&nbsp;Xiaoyun Ge,&nbsp;Jie Zhang,&nbsp;Xiaojie Wu,&nbsp;Robert J. Kubiak,&nbsp;Ulrika Wählby Hamrén,&nbsp;Tonya Villafana,&nbsp;Georgios Christou,&nbsp;Jannine Green,&nbsp;Therese Takas,&nbsp;Yuwen Jin","doi":"10.1111/cts.70095","DOIUrl":"10.1111/cts.70095","url":null,"abstract":"<p>Respiratory syncytial virus (RSV) is the leading cause of lower respiratory tract infection (LRTI) in infants worldwide. Nirsevimab, an extended half-life monoclonal antibody against RSV, is approved in China for the prevention of RSV lower respiratory tract disease in infants; however, global nirsevimab trials did not enroll Chinese infants. To inform the investigation of nirsevimab for the prevention of RSV LRTI in Chinese infants, this Phase I, randomized, placebo-controlled trial evaluated the pharmacokinetics (PK) and safety of nirsevimab in healthy Chinese adults. Participants were randomized 3:1 to a single 300 mg intramuscular dose of nirsevimab or placebo and were followed through 150 days post-dose. Serum nirsevimab concentrations were measured and PK parameters of maximum serum concentration (<i>C</i><sub>max</sub>), time to maximum concentration (<i>t</i><sub>max</sub>), and area under the concentration-time curve from time 0 to Day 150 (AUC<sub>0–150</sub>) were estimated. Treatment emergent adverse events (AEs), clinical laboratory data, and vital signs were evaluated. Overall, 24 participants were randomized to nirsevimab (<i>n</i> = 18) or placebo (<i>n</i> = 6). Nirsevimab geometric mean (coefficient of variation [%CV]) <i>C</i><sub>max</sub> was 46.9 (21.7) μg/mL, median (range) <i>t</i><sub>max</sub> was 7.0 (4.9, 29.9) days, and geometric mean (%CV) AUC<sub>0–150</sub> was 4210.6 (13.6) μg·day/mL. Treatment-emergent AEs (all Grade 1 or Grade 2 in severity) were reported in 5/18 (27.8%) nirsevimab recipients and 2/6 (33.3%) placebo recipients. No serious AEs, new onset chronic disease, or deaths were reported. Overall, safety and PK outcomes were consistent with those observed in healthy adults in the USA, with no new safety concerns.</p>","PeriodicalId":50610,"journal":{"name":"Cts-Clinical and Translational Science","volume":"18 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11684469/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142907904","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
With big data comes big responsibility: Strategies for utilizing aggregated, standardized, de-identified electronic health record data for research 大数据带来了重大责任:利用聚合的、标准化的、去识别的电子健康记录数据进行研究的策略。
IF 3.1 3区 医学
Cts-Clinical and Translational Science Pub Date : 2024-12-30 DOI: 10.1111/cts.70093
Veronica R. Olaker, Sarah Fry, Pauline Terebuh, Pamela B. Davis, Daniel J. Tisch, Rong Xu, Margaret G. Miller, Ian Dorney, Matvey B. Palchuk, David C. Kaelber
{"title":"With big data comes big responsibility: Strategies for utilizing aggregated, standardized, de-identified electronic health record data for research","authors":"Veronica R. Olaker,&nbsp;Sarah Fry,&nbsp;Pauline Terebuh,&nbsp;Pamela B. Davis,&nbsp;Daniel J. Tisch,&nbsp;Rong Xu,&nbsp;Margaret G. Miller,&nbsp;Ian Dorney,&nbsp;Matvey B. Palchuk,&nbsp;David C. Kaelber","doi":"10.1111/cts.70093","DOIUrl":"10.1111/cts.70093","url":null,"abstract":"<p>Electronic health records (EHRs), though they are maintained and utilized for clinical and billing purposes, may provide a wealth of information for research. Currently, sources are available that offer insight into the health histories of well over a quarter of a billion people. Their use, however, is fraught with hazards, including introduction or reinforcement of biases, clarity of disease definitions, protection of patient privacy, definitions of covariates or confounders, accuracy of medication usage compared with prescriptions, the need to introduce other data sources such as vaccination or death records and the ensuing potential for inaccuracy, duplicative records, and understanding and interpreting the outcomes of data queries. On the other hand, the possibility of study of rare disorders or the ability to link apparently disparate events are extremely valuable. Strategies for avoiding the worst pitfalls and hewing to conservative interpretations are essential. This article summarizes many of the approaches that have been used to avoid the most common pitfalls and extract the maximum information from aggregated, standardized, and de-identified EHR data. This article describes 26 topics broken into three major areas: (1) 14 topics related to design issues for observational study using EHR data, (2) 7 topics related to analysis issues when analyzing EHR data, and (3) 5 topics related to reporting studies using EHR data.</p>","PeriodicalId":50610,"journal":{"name":"Cts-Clinical and Translational Science","volume":"18 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11685181/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142911008","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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