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Li Y, Sun S, Li B, Li Y, Liu C, Ta D. Low-intensity pulsed ultrasound relieved the diabetic peripheral neuropathy in mice via anti-oxidative stress mechanism. ULTRASONICS 2025; 150:107618. [PMID: 40031083 DOI: 10.1016/j.ultras.2025.107618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Revised: 01/30/2025] [Accepted: 02/25/2025] [Indexed: 03/05/2025]
Abstract
Diabetic peripheral neuropathy (DPN), as one of the most prevalent complications of diabetes, leads to significant pain and financial burden to patients. Currently, there was no effective treatment for DPN since the glucose control was just a prevention and the drug therapy only relieved the DPN pain. As a non-invasive physical therapy, low-intensity pulsed ultrasound (LIPUS) is utilized in the musculoskeletal and nerve injuries therapy. Studies revealed that LIPUS could regenerate nerves by the mechanical stimulation via oxidative stress pathway, which was thought as the important factor for DPN, and might have potential in the DPN therapy. This study aimed to identify a new therapeutic strategy for DPN using LIPUS. We analyzed the therapy effect and explored the therapeutic mechanism of LIPUS on DPN in mice. This study involved animal experiments and C57BL/6J mice were randomly assigned to DPN model and Sham groups. The DPN model group was fed a high-fat chow diet and injected with streptozotocin (STZ) for 3 consecutive days (40 mg/kg/d), whereas the Sham group was fed a normal diet and injected with an equal volume of sodium citrate buffer. After the DPN model confirmed with the 84-day modeling process, the DPN mice were randomly allocated into the DPN group and the LIPUS group. The LIPUS group underwent ultrasound treatments with a center frequency of 1 MHz, a duty cycle of 20 %, and a spatial average temporal average intensity (ISATA) of 200 mW/cm2 for 20 min/d, 5 d/w. After the 56-day treatment, all mice were euthanized. LIPUS therapeutic effects were evaluated through measurements of fasting blood glucose (FBG), behavioral tests, oxidative stress tests, morphological analysis, immunofluorescence, and western blot analysis. The results indicated that DPN mice had significantly higher FBG levels (28.77 ± 2.95 mmol/L) compared with sham mice (10.31 ± 1.49 mmol/L). Additionally, DPN mice had significantly lower mechanical threshold (4.13 ± 0.92 g) and higher thermal latency (16.20 ± 2.39 s) compared with the sham mice (7.31 ± 0.83 g, 11.67 ± 1.21 s). After receiving LIPUS treatment, the glucose tolerance tests (GTT) suggested that LIPUS treatment improved glucose tolerance, which was shown by a decrease in the area under the curve (AUC) for glucose in the LIPUS group (AUC = 2452 ± 459.33 min*mmol/L) compared with the DPN group (AUC = 3271 ± 420.90 min*mmol/L). Behavioral tests showed that LIPUS treatment significantly alleviated DPN-induced abnormalities by improving the mechanical threshold from 2.79 ± 0.79 g in the DPN group to 5.50 ± 1.00 g in the LIPUS group, and significantly decreasing thermal latency from 12.38 ± 1.88 s in the DPN group to 9.49 ± 2.31 s in the LIPUS group. Morphological observations revealed that DPN mice had a thinning and irregularly shaped myelin sheath, with 61.04 ± 5.60 % of abnormal nerve fibers in the sciatic nerve in LIPUS group, compared with 49.76 ± 4.88 % of abnormal nerve fibers in the LIPUS-treated group. Additionally, LIPUS treatment increased the mean fluorescence intensity of the associated nerve regeneration protein (i.e., Nf200) from 27.81 ± 0.32 arbitrary units in the DPN group to 37.62 ± 0.36 arbitrary units in the LIPUS group. Western blot and immunofluorescence analysis showed that LIPUS treatment significantly reduced Keap1 expression to 0.04 ± 0.06 relative units, compared with 0.17 ± 0.30 in the DPN group. Furthermore, immunofluorescence analysis revealed that LIPUS treatment promoted the production of its downstream antioxidant protein, heme oxygenase-1 (HO-1), with an increase in the fluorescence intensity from 27.81 ± 0.32 arbitrary units in the DPN group to 37.62 ± 0.36 arbitrary units in the LIPUS-treated group. The fluorescence intensity of Nrf2 was significantly higher in the LIPUS group, increasing from 4.90 ± 0.25 arbitrary units in the DPN group to 15.18 ± 2.13 arbitrary units in the LIPUS-treated group. Additionally, the malondialdehyde (MDA) levels, an indicator of oxidative stress, were significantly reduced in the serum, from 5.40 ± 0.48 nmol/ml in the DPN group to 4.64 ± 0.16 nmol/ml in the LIPUS-treated group, and in the sciatic nerve, from 16.17 ± 5.88 nmol/mg protein to 4.67 ± 2.10 nmol/mg protein, suggesting the oxidative stress was inhibited by LIPUS. This study demonstrated for the first time that LIPUS could relive DPN through anti-oxidative stress process. This study suggests that LIPUS might be a new therapy strategy for DPN.
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Affiliation(s)
- Yiyuan Li
- Institute of Biomedical Engineering & Technology, Academy for Engineering and Technology, Fudan University, Shanghai, China
| | - Shuxin Sun
- Institute of Biomedical Engineering & Technology, Academy for Engineering and Technology, Fudan University, Shanghai, China.
| | - Boyi Li
- Institute of Biomedical Engineering & Technology, Academy for Engineering and Technology, Fudan University, Shanghai, China
| | - Ying Li
- Department of Biomedical Engineering, School of Information Science and Technology, Fudan University, Shanghai, China
| | - Chengcheng Liu
- Institute of Biomedical Engineering & Technology, Academy for Engineering and Technology, Fudan University, Shanghai, China; State Key Laboratory of Integrated Chips and Systems, Fudan University, Shanghai 201203, China.
| | - Dean Ta
- Institute of Biomedical Engineering & Technology, Academy for Engineering and Technology, Fudan University, Shanghai, China; Department of Biomedical Engineering, School of Information Science and Technology, Fudan University, Shanghai, China; State Key Laboratory of Integrated Chips and Systems, Fudan University, Shanghai 201203, China
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Samaan F, Lavanga E, Dogbe L, Zil-E-Ali A, Aziz F. Preoperative History of Gabapentinoids Use is Associated with Longer Length of Hospital Stay in Patients Undergoing Lower Extremity Bypass Surgery for Severe Peripheral Artery Disease. Ann Vasc Surg 2025; 114:251-259. [PMID: 40054604 DOI: 10.1016/j.avsg.2025.02.011] [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: 11/12/2024] [Revised: 02/04/2025] [Accepted: 02/06/2025] [Indexed: 04/01/2025]
Abstract
BACKGROUND This study aimed to assess the association of preoperative gabapentinoids (GBP) use with the postoperative length of stay for patients undergoing peripheral artery lower extremity bypass (LEB) surgery for lifestyle-limiting claudication and chronic limb-threatening ischemia at a tertiary care hospital. METHODS Patients undergoing LEB surgery during the period between 2000 and 2020 at Penn State Health Milton S. Hershey Medical Center were stratified into 2 groups based on the preoperative use of prescribed GBPs (GBPs versus no GBPs). Patients' preoperative characteristics, comorbidities and medications were assessed, and the outcomes of interest were analyzed in univariate analysis, stratified analysis, and by multivariable regression models. Primary outcomes were 30-day mortality and length of stay. The secondary outcomes included readmissions, unplanned return to the operating room, amputation, myocardial infarction, cerebrovascular accident, pneumonia, pulmonary embolism, urinary tract infections, wound complications, acute congestive heart failure exacerbation and nonhome discharge. A P value of <0.05 was considered significant for all the analyses. RESULTS The study cohort comprised 359 patients. The GBPs group comprised 125 patients with a mean (standard deviation) age of 61.6 (±10.2) years and the no-GBPs group consisted of 234 patients with a mean (standard deviation) age of 64.6 (±12.2) years. Patients in GBPs group were likely to be younger (P = 0.014), undergo LEB for chronic limb-threatening ischemia (P = 0.039), and have insulin-dependent diabetes mellitus (P < 0.001) than the no-GBPs group. In terms of outcomes, the patients in the GBPs group were more likely to have longer postoperative length of stay (9.3 ± 11.1 vs. 6.4 ± 5.0 days no GBPs, P = 0.008). In multivariable analysis, the patients in the GBPs group had 92% (adjusted odds ratio 1.92 [1.16, 3.18], P = 0.01) increase in the odds of having a length of stay above 6-day calculated median in comparison to the no-GBPs group. CONCLUSION This retrospective analysis of patients undergoing LEB at a tertiary care hospital shows a significant association between preoperative GBPs use and the longer postoperative length of stay. This study bridges a gap in the current body of knowledge regarding the association of GBP use with the postoperative outcomes in patients undergoing LEB for severe peripheral artery disease.
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Affiliation(s)
- Fadi Samaan
- Office of Medical Education, Pennsylvania State University College of Medicine, Hershey, PA.
| | - Elizabeth Lavanga
- Office of Medical Education, Pennsylvania State University College of Medicine, Hershey, PA
| | - Leana Dogbe
- Office of Medical Education, Pennsylvania State University College of Medicine, Hershey, PA
| | - Ahsan Zil-E-Ali
- Division of Vascular Surgery, Pennsylvania State University College of Medicine, Hershey, PA
| | - Faisal Aziz
- Division of Vascular Surgery, Pennsylvania State University College of Medicine, Hershey, PA
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Nei M, Ho J, Ho RT. Cardiovascular Effects of Antiseizure Medications for Epilepsy. CNS Drugs 2025; 39:383-401. [PMID: 39951223 PMCID: PMC11909099 DOI: 10.1007/s40263-025-01163-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/19/2025] [Indexed: 03/16/2025]
Abstract
Antiseizure medications (ASMs) are the primary treatment for epilepsy. However, adverse cardiac effects of ASMs can occur, related to their effects on lipid metabolism, raising ischemic heart disease risk; or specific actions on cardiac ion channels, increasing cardiac arrhythmia risk. Select ASMs, particularly enzyme inducers used at higher doses or for longer durations, can adversely affect lipids or cause metabolic changes, and thereby increase the risk for ischemic heart disease. These metabolic and potentially proarrhythmic actions may contribute to the increased cardiovascular morbidity and mortality that occur in epilepsy. Many ASMs block sodium channels or affect the QT interval, which can lead to proarrhythmia, particularly when used in combination with other medications or given to vulnerable populations. While ASMs are rarely reported to cause cardiac arrhythmias directly, population data raise concerns that cardiac arrhythmias and sudden cardiac death may be more common in epilepsy, and that sodium channel blocking ASMs in particular, might contribute. It is also possible that some cases of sudden cardiac death could be misclassified as sudden unexpected death in epilepsy (SUDEP), leading to an underestimation of the cardiovascular risk in this population. Cardiovascular risk factors, such as smoking and a sedentary lifestyle, are also associated with epilepsy, and should also be addressed. This summary is a narrative review of the literature, clarifies which ASMs tend to have more cardiovascular effects, and provides practical suggestions for medication management and monitoring from neurology and cardiology perspectives.
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Affiliation(s)
- Maromi Nei
- Department of Neurology, Jefferson Comprehensive Epilepsy Center, Sidney Kimmel Medical College at Thomas Jefferson University, 901 Walnut Street, Suite 400, Philadelphia, PA, 19107, USA.
| | - Jeremy Ho
- Department of Neurology, Jefferson Comprehensive Epilepsy Center, Sidney Kimmel Medical College at Thomas Jefferson University, 901 Walnut Street, Suite 400, Philadelphia, PA, 19107, USA
| | - Reginald T Ho
- Department of Cardiology, Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA, USA
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Gao Z, Winhusen TJ, Gorenflo MP, Dorney I, Ghitza UE, Kaelber DC, Xu R. Artificial intelligence-based drug repurposing with electronic health record clinical corroboration: A case for ketamine as a potential treatment for amphetamine-type stimulant use disorder. Addiction 2025; 120:732-744. [PMID: 39552271 PMCID: PMC11908935 DOI: 10.1111/add.16715] [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: 05/17/2024] [Accepted: 10/15/2024] [Indexed: 11/19/2024]
Abstract
BACKGROUND AND AIMS Amphetamine-type stimulants are the second-most used illicit drugs globally, yet there are no US Food and Drug Administration (FDA)-approved treatments for amphetamine-type stimulant use disorders (ATSUD). The aim of this study was to utilize a drug discovery framework that integrates artificial intelligence (AI)-based drug prediction, clinical corroboration and mechanism of action analysis to identify FDA-approved drugs that can be repurposed for treating ATSUD. DESIGN AND SETTING An AI-based knowledge graph model was first utilized to prioritize FDA-approved drugs in their potential efficacy for treating ATSUD. Among the top 10 ranked candidate drugs, ketamine represented a novel candidate with few studies examining its effects on ATSUD. We therefore conducted a retrospective cohort study to assess the association between ketamine and ATSUD remission using US electronic health record (EHR) data. Finally, we analyzed the potential mechanisms of action of ketamine in the context of ATSUD. PARTICIPANTS AND MEASUREMENTS ATSUD patients who received anesthesia (n = 3663) or were diagnosed with depression (n = 4328) between January 2019 and June 2022. The outcome measure was the diagnosis of ATSUD remission within one year of the drug prescription. FINDINGS Ketamine for anesthesia in ATSUD patients was associated with greater ATSUD remission compared with other anesthetics: hazard ratio (HR) = 1.58, 95% confidence interval (CI) = 1.15-2.17. Similar results were found for ATSUD patients with depression when comparing ketamine with antidepressants and bupropion/mirtazapine with HRs of 1.51 (95% CI = 1.14-2.01) and 1.68 (95% CI = 1.18-2.38), respectively. Functional analyses demonstrated that ketamine targets several ATSUD-associated pathways including neuroactive ligand-receptor interaction and amphetamine addiction. CONCLUSIONS There appears to be an association between clinician-prescribed ketamine and higher remission rates in patients with amphetamine-type stimulant use disorders.
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Affiliation(s)
- Zhenxiang Gao
- Center for Artificial Intelligence in Drug Discovery, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
| | - T. John Winhusen
- Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Maria P. Gorenflo
- Center for Artificial Intelligence in Drug Discovery, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
| | - Ian Dorney
- Center for Artificial Intelligence in Drug Discovery, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
- School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
| | - Udi E. Ghitza
- Center for the Clinical Trials Network (CCTN), National Institute on Drug Abuse (NIDA), National Institutes of Health (NIH), Bethesda, MD, USA
| | - David C. Kaelber
- Center for Clinical Informatics Research and Education, The Metro Health System, Cleveland, Ohio, USA
| | - Rong Xu
- Center for Artificial Intelligence in Drug Discovery, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
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Chaitoff A, Desai RJ, Choudhry NK, Jungo KT, Haff N, Lauffenburger JC. Assessing the Risk for Falls in Older Adults After Initiating Gabapentin Versus Duloxetine. Ann Intern Med 2025; 178:187-198. [PMID: 39761587 DOI: 10.7326/annals-24-00636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/19/2025] Open
Abstract
BACKGROUND The evidence informing the harms of gabapentin use are at risk of bias from comparing users with nonusers. OBJECTIVE To describe the risk for fall-related outcomes in older adults starting treatment with gabapentin versus duloxetine. DESIGN New user, active comparator study using a target trial emulation framework. SETTING MarketScan (IBM) commercial claims between January 2014 and December 2021. PARTICIPANTS Adults aged 65 years or older with diabetic neuropathy, postherpetic neuralgia, or fibromyalgia and without depression, anxiety, seizures, or cancer in the 365 days before cohort entry. INTERVENTION New initiation of treatment with gabapentin or duloxetine (comparator). MEASUREMENTS The primary outcome was the hazard of experiencing any fall-related visit in the 6 months after initiating gabapentin or duloxetine until discontinuation of treatment. Secondary outcomes were hazard of severe fall-related events defined as a fall associated with hip fracture or emergency department visit or hospitalization associated with a fall. Stabilized inverse probability of treatment weighting was used to adjust for baseline characteristics. RESULTS Our analytic cohort included 57 086 older adults with a diagnosis of interest initiating treatment with gabapentin (n = 52 152) or duloxetine (n = 4934). Overall median follow-up duration was 30 days (IQR, 30 to 90 days). Weighted cumulative incidence of a fall-related visit per 1000 person-years at 30, 90, and 180 days was 103.60, 90.44, and 84.44 for gabapentin users and 203.43, 177.73, and 158.21 for duloxetine users, respectively. At 6-month follow-up, incident gabapentin users had lower hazard of falls (hazard ratio, 0.52 [95% CI, 0.43 to 0.64]), but there was no difference in the hazards of experiencing severe falls. Results were similar across sensitivity and subgroup analyses. LIMITATION Claims may contain fewer frail adults and undercount falls. CONCLUSION Compared with incident use of duloxetine, incident use of gabapentin was not associated with increased fall-related visits. PRIMARY FUNDING SOURCE None.
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Affiliation(s)
- Alexander Chaitoff
- Department of Internal Medicine, University of Michigan School of Medicine, Ann Arbor, Michigan, and Center for Healthcare Delivery Sciences, Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts (A.C.)
| | - Rishi J Desai
- Center for Healthcare Delivery Sciences, Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts (R.J.D., N.K.C., N.H., J.C.L.)
| | - Niteesh K Choudhry
- Center for Healthcare Delivery Sciences, Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts (R.J.D., N.K.C., N.H., J.C.L.)
| | - Katharina T Jungo
- Center for Healthcare Delivery Sciences, Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, and Institute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland (K.T.J.)
| | - Nancy Haff
- Center for Healthcare Delivery Sciences, Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts (R.J.D., N.K.C., N.H., J.C.L.)
| | - Julie C Lauffenburger
- Center for Healthcare Delivery Sciences, Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts (R.J.D., N.K.C., N.H., J.C.L.)
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Johansson KS, Jimenez-Solem E, Petersen TS, Christensen MB. Increasing Medication Use and Polypharmacy in Type 2 Diabetes: The Danish Experience From 2000 to 2020. Diabetes Care 2024; 47:2120-2127. [PMID: 38709662 DOI: 10.2337/dc24-0011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 04/14/2024] [Indexed: 05/08/2024]
Abstract
OBJECTIVE Type 2 diabetes often coexists with other conditions that are amenable to pharmacological treatment. We hypothesized that polypharmacy among individuals with type 2 diabetes has increased since 2000. RESEARCH DESIGN AND METHODS Using Danish national registries, we established a cohort of all Danish individuals (aged ≥18 years) with type 2 diabetes between 2000 and 2020. We analyzed their medication use and prevalence of varying degrees of polypharmacy (≥5 or ≥10 medications), stratifying by age, sex, number of chronic diseases, and socioeconomic status. RESULTS The cohort grew from 84,917 patients in 2000 to 307,011 in 2020, totaling 461,849 unique patients. The number of daily medications used per patient increased from (mean ± SD) 3.7 ± 2.8 (in 2000) to 5.3 ± 3.2 (in 2020). The lifetime risk of polypharmacy was substantial, with 89% (n = 409,062 of 461,849) being exposed to ≥5 medications at some point and 47% (n = 217,467 of 461,849) to ≥10 medications. The increases were driven by an expanding group of medications, with analgesics, antihypertensives, proton pump inhibitors, and statins having the largest net increase. Advanced age, male sex, lower socioeconomic status, and Danish ethnicity positively correlated with polypharmacy but could not explain the overall increase in polypharmacy. CONCLUSIONS Medication use and polypharmacy have increased among patients with type 2 diabetes. Although the implications and appropriateness of this increased medication use are uncertain, the results stress the increasing need for health care personnel to understand the potential risks associated with polypharmacy, including medication interactions, adverse effects, and over- and underprescribing.
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Affiliation(s)
- Karl Sebastian Johansson
- Copenhagen University Hospital, Bispebjerg and Frederiksberg, Department of Clinical Pharmacology, Copenhagen, Denmark
| | - Espen Jimenez-Solem
- Copenhagen University Hospital, Bispebjerg and Frederiksberg, Department of Clinical Pharmacology, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Copenhagen Phase IV Unit, Department of Clinical Pharmacology and Center for Clinical Research and Prevention, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Tonny Studsgaard Petersen
- Copenhagen University Hospital, Bispebjerg and Frederiksberg, Department of Clinical Pharmacology, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Mikkel Bring Christensen
- Copenhagen University Hospital, Bispebjerg and Frederiksberg, Department of Clinical Pharmacology, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Copenhagen University Hospital, Herlev and Gentofte, Center for Clinical Metabolic Research, Copenhagen, Denmark
- Copenhagen University Hospital, Bispebjerg and Frederiksberg, Copenhagen Center for Translational Research, Copenhagen, Denmark
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Meng J, Zhang Z, Wang Y, Long L, Luo A, Luo Z, Cai K, Chen X, Nie H. The exploration of active components of 701 Dieda Zhentong patch and analgesic properties on chronic constriction injury rats. Purinergic Signal 2024:10.1007/s11302-024-10056-5. [PMID: 39495437 DOI: 10.1007/s11302-024-10056-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Accepted: 10/09/2024] [Indexed: 11/05/2024] Open
Abstract
An increasing number of traditional Chinese medicine(TCM) have been confirmed to possess analgesic bioactivity. 701 Dieda Zhentong patch(701-DZP) which includes 14 kinds of TCMs exhibited excellent efficacy in alleviating back or leg pain after a soft-tissue injury. In this study, UPLC/MS was used to construct the fingerprint of 701-DZP and excavate the potential bioactive ingredients of it. 21 compounds were detected and identified in the fingerprint including 12 compounds that pass through the skin and 6 compounds observed in the plasma. Then, the role of 701-DZP in neuropathic pain(NPP) was assessed by network pharmacology and CCI rats. 701-DZP inhibited pain sensitization(MWT and TWL) and the release of inflammation mediators(IL-1β and IL-6) in CCI rats which were in keeping with the core targets of the PPI network. The results of IHC and Western blot showed that the expression of the P2X3 receptor in the DRG and SC of CCI rats was significantly reduced after the treatment with 701-DZP. Moreover, the 701-DZP down-regulated the level of phosphorylation of ERK1/2 MAPK instead of P38 MAPK in the DRG of CCI rats. In conclusion, this study has clarified 6 potential analgesic active compounds of 701-DZP and explored the analgesic properties, which may inhibit the expression of the P2X3 receptor to reduce the release of inflammatory mediators based on the ERK1/2 MAPK pathway to alleviate the NPP.
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Affiliation(s)
- Jun Meng
- Guangzhou Baiyunshan Pharmaceutical Holdings Co., Ltd. Baiyunshan Hejigong Pharmaceutical Factory, NO. 52 Xiaogang Dama Road, Xinshi Street, Baiyun District, Guangzhou, 510410, China
| | - Zhenglang Zhang
- State Key Laboratory of Bioactive Molecules and Druggability Assessment, Guangdong Province Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE) of China, College of Pharmacy, Jinan University, 601 Huangpu Avenue West, Guangzhou, 510632, China
| | - Yujie Wang
- State Key Laboratory of Bioactive Molecules and Druggability Assessment, Guangdong Province Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE) of China, College of Pharmacy, Jinan University, 601 Huangpu Avenue West, Guangzhou, 510632, China
| | - Lina Long
- Guangzhou Baiyunshan Pharmaceutical Holdings Co., Ltd. Baiyunshan Hejigong Pharmaceutical Factory, NO. 52 Xiaogang Dama Road, Xinshi Street, Baiyun District, Guangzhou, 510410, China
| | - Anqi Luo
- State Key Laboratory of Bioactive Molecules and Druggability Assessment, Guangdong Province Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE) of China, College of Pharmacy, Jinan University, 601 Huangpu Avenue West, Guangzhou, 510632, China
| | - Zhenhui Luo
- State Key Laboratory of Bioactive Molecules and Druggability Assessment, Guangdong Province Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE) of China, College of Pharmacy, Jinan University, 601 Huangpu Avenue West, Guangzhou, 510632, China
| | - Kexin Cai
- State Key Laboratory of Bioactive Molecules and Druggability Assessment, Guangdong Province Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE) of China, College of Pharmacy, Jinan University, 601 Huangpu Avenue West, Guangzhou, 510632, China
| | - Xi Chen
- Guangzhou Baiyunshan Pharmaceutical Holdings Co., Ltd. Baiyunshan Hejigong Pharmaceutical Factory, NO. 52 Xiaogang Dama Road, Xinshi Street, Baiyun District, Guangzhou, 510410, China.
| | - Hong Nie
- State Key Laboratory of Bioactive Molecules and Druggability Assessment, Guangdong Province Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE) of China, College of Pharmacy, Jinan University, 601 Huangpu Avenue West, Guangzhou, 510632, China.
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Samaan F, Zil-E-Ali A, Alamarie B, Paracha AW, Nwaneri N, Aziz F. History of Preoperative Use of Gabapentin Before Lower Extremity Bypass Predisposes Patients to a High Risk of Opioid Use and Dependence in a Dose-Dependent Manner. J Surg Res 2024; 303:352-360. [PMID: 39413696 DOI: 10.1016/j.jss.2024.09.026] [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: 01/18/2024] [Revised: 08/12/2024] [Accepted: 09/11/2024] [Indexed: 10/18/2024]
Abstract
INTRODUCTION This study assesses the association of preoperative use of gabapentinoids (GBPs) with postoperative risk of opioid-related disorders in peripheral artery disease patients undergoing lower extremity bypass operation. METHODS This is a retrospective propensity score-matched analysis of patients undergoing peripheral artery bypass in TriNetX, a multicenter national database. Two study groups were constituted based on the preoperative history of prescribed GBPs. Primary outcomes were opioid-related disorders and mortality. The outcomes were reported at two-time endpoints that is, at 1 and 5 y. RESULTS This study population included a total of 23,706 patients. After propensity score-matched analysis, each group contained 5130 patients. The primary outcomes showed a significant increase in postoperative opioid-related disorders at the 1 and 5-y time points between GBPs and no GBPs groups: 1-y outcome (2.0% versus 1.1%; adj. P = 0.007) and 5-y outcome (4.5% versus 3.5%; adj. P = 0.035). Logistic regression analysis revealed an increase in the 1-y (adjusted odds ratio= 1.664; 95% CI [1.217, 2.273], P = 0.001) and 5-y (OR = 1.353; 95% CI [1.107, 1.653], P = 0.003) odds of opioid-related disorders in patients on GBPs. A secondary analysis showed a significant dose-dependent increase in the associated risk of 5-y opioid-related disorders in patients with a history of prescribed gabapentin. CONCLUSIONS In patients undergoing lower extremity bypass with a history of gabapentin use, there is an associated increased long-term risk of opioid-related disorders in a dose-dependent fashion. Overall, this study highlights weighing risks and benefits of prescribing GBPs for pain control versus their long-term associated risk of opioid-related disorders among other adverse outcomes.
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Affiliation(s)
- Fadi Samaan
- Office of Medical Education, Pennsylvania State University College of Medicine, Hershey, Pennsylvania
| | - Ahsan Zil-E-Ali
- Division of Vascular Surgery, Pennsylvania State University College of Medicine, Hershey, Pennsylvania.
| | - Billal Alamarie
- Office of Medical Education, Pennsylvania State University College of Medicine, Hershey, Pennsylvania
| | - Abdul Wasay Paracha
- Office of Medical Education, Pennsylvania State University College of Medicine, Hershey, Pennsylvania
| | - Nkemjika Nwaneri
- Office of Medical Education, Pennsylvania State University College of Medicine, Hershey, Pennsylvania
| | - Faisal Aziz
- Division of Vascular Surgery, Pennsylvania State University College of Medicine, Hershey, Pennsylvania
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Barold SS, Barold DC, Hon R, Guglin M. Pregabalin and gabapentin-induced heart failure. Cardiol J 2024; 31:926-928. [PMID: 39470187 PMCID: PMC11706253 DOI: 10.5603/cj.98754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Revised: 07/13/2024] [Accepted: 10/03/2024] [Indexed: 10/30/2024] Open
Affiliation(s)
- S Serge Barold
- University of Rochester School of Medicine, Rochester, New York, United States.
| | | | - Roxanne Hon
- Sharp Grossmont Hospital, San Diego, California, United States
| | - Maya Guglin
- Krannert Institute of Cardiology, Indiana University School of Medicine, Indianapolis, United States
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10
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Muhammad ZA, Ahmad T, Rashid H. Evaluating potential unexpected adverse events and mortality after oral analgesics administration in fracture care-a cohort study. Expert Opin Drug Saf 2024:1-8. [PMID: 39137286 DOI: 10.1080/14740338.2024.2392863] [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: 01/19/2024] [Revised: 05/03/2024] [Accepted: 05/22/2024] [Indexed: 08/15/2024]
Abstract
INTRODUCTION Analgesic selection per individual's tolerance is essential to avoid risks. The study evaluated current oral analgesic prescription practice, analgesic adverse effects-related factors, unexpected events, and mortality post-fracture surgery. RESEARCH DESIGN AND METHODS The present prospective cohort study from June 2022 to July 2023 enrolled a total of 198 proximal femoral, ankle, and hindfoot trauma fracture patients. Stratification was done for oral analgesics prescribed at hospital discharge and 1 week with their accompanying toxicity assessed for 2 weeks. Analyzed Kaplan-Meier curve and the absolute risk for possible analgesics-related deaths. RESULTS Following oral analgesic administration, 122 (62%) patients experienced adverse events. In seven expiries, five were possibly due to acetaminophen added tramadol combined with any of pregabalin, diclofenac, etoricoxib, or gabapentin (absolute risk 2.5%, 97.5% proportion 2 weeks survival). Three (2% of 122) patients taking acetaminophen added tramadol or diclofenac experienced unexpected serious adverse events. Elderly diabetic and hypertensive hip fracture patients expired or experienced unexpected events. CONCLUSION Data suggest that oral acetaminophen added tramadol combined with any of pregabalin, diclofenac, etoricoxib, or gabapentin might increase the death risk or unexpected serious adverse events in elderly diabetic and hypertensives suffering from intertrochanteric/femoral neck fracture. Safe analgesic selection is necessitated for at-risk patients.
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Affiliation(s)
| | - Tashfeen Ahmad
- Departments of Surgery, The Aga Khan University, Karachi, Pakistan
- Biological & Biomedical Sciences, The Aga Khan University, Karachi, Pakistan
| | - Haroon Rashid
- Departments of Surgery, The Aga Khan University, Karachi, Pakistan
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11
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Haslam-Larmer L. Considerations for managing pain in the older adult. Int J Orthop Trauma Nurs 2024; 54:101117. [PMID: 38871581 DOI: 10.1016/j.ijotn.2024.101117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2024]
Affiliation(s)
- Lynn Haslam-Larmer
- Nurse Practitioner, Professor George Brown College School of Nursing, Adjunct Assistant Professor Queen's University in Kingston, School of Rehabilitation Therapy, Aging & Health Program, Toronto, Ontario, Canada.
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12
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Levy DR, Gordon KS, Bastian LA, Brandt C, Gunderson C. Patterns of gabapentin prescription and of hospitalization in a national cohort of US Veterans. PAIN MEDICINE (MALDEN, MASS.) 2024; 25:534-537. [PMID: 38676664 DOI: 10.1093/pm/pnae027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 04/01/2024] [Accepted: 04/11/2024] [Indexed: 04/29/2024]
Affiliation(s)
- Deborah R Levy
- Department of Veterans Affairs, VA-Connecticut Healthcare System, West Haven, CT 06516, United States
- Yale University School of Medicine, New Haven, CT 06510, United States
| | - Kirsha S Gordon
- Department of Veterans Affairs, VA-Connecticut Healthcare System, West Haven, CT 06516, United States
- Yale University School of Medicine, New Haven, CT 06510, United States
| | - Lori A Bastian
- Department of Veterans Affairs, VA-Connecticut Healthcare System, West Haven, CT 06516, United States
- Yale University School of Medicine, New Haven, CT 06510, United States
| | - Cynthia Brandt
- Department of Veterans Affairs, VA-Connecticut Healthcare System, West Haven, CT 06516, United States
- Yale University School of Medicine, New Haven, CT 06510, United States
| | - Craig Gunderson
- Department of Veterans Affairs, VA-Connecticut Healthcare System, West Haven, CT 06516, United States
- Yale University School of Medicine, New Haven, CT 06510, United States
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13
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Pan Y, Blankfield RP, Kaelber DC, Xu R. Association of adverse cardiovascular events with gabapentin and pregabalin among patients with fibromyalgia. PLoS One 2024; 19:e0307515. [PMID: 39058736 PMCID: PMC11280525 DOI: 10.1371/journal.pone.0307515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Accepted: 07/07/2024] [Indexed: 07/28/2024] Open
Abstract
OBJECTIVE Fibromyalgia, a chronic pain disorder, impacts approximately 2% of adults in the US. Gabapentin and pregabalin are common treatments to manage fibromyalgia-related pain. Our recent study showed the risk of adverse cardiovascular events increased in diabetic neuropathy patients who were prescribed gabapentin or pregabalin. Here, we investigated whether the prescription of gabapentin or pregabalin has similar cardiovascular risk in patients with fibromyalgia. METHODS This retrospective cohort study leveraged electronic health records from 64 US healthcare organizations with 112 million patients. The study population included 105,602 patients first diagnosed with fibromyalgia and followed by a prescription of gabapentin, pregabalin, or other FDA-approved drugs for treating fibromyalgia from 2010 to 2019. Outcomes were deep venous thrombosis (DVT), myocardial infarcts (MI), peripheral vascular disease (PVD), strokes, heart failure, and pulmonary embolism (PE). In propensity-score-matched cohorts, 1-year and 5-year hazard ratios (HRs) were computed with their respective 95% confidence intervals (CIs). Additionally, we conducted sensitivity analyses on the subpopulations without other possible indications. RESULTS For 5-year follow-up, gabapentin increased the risk of PVD (HR = 1.46, 95% CI = 1.17-1.80), MI (HR = 1.31, 95% CI = 1.03-1.66), heart failure (HR = 1.27, 95% CI = 1.10-1.48), DVT (HR = 1.80, 95% CI = 1.33-2.44), and PE (HR = 2.23, 95% CI = 1.62-3.07). Pregabalin increased the risk of DVT (HR = 1.49, 95% CI = 1.01-2.20), and PE (HR = 2.24, 95% CI = 1.43-3.50). For 1-year follow-up, gabapentin increased the risk of PVD (HR = 1.32, 95% CI = 1.11-1.57), DVT (HR = 1.35, 95% CI = 1.09-1.68), and PE (HR = 1.36, 95% CI = 1.17-1.57). Pregabalin increased the risk of PVD (HR = 1.32, 95% CI = 1.06-1.63) and PE (HR = 1.25, 95% CI = 1.03-1.52). Sensitivity analyses showed similar trends. CONCLUSION In fibromyalgia patients, the prescription of gabapentin and pregabalin moderately increased the risk of several adverse cardiovascular events. This risk, together with benefits and other adverse reactions, should be considered when prescribing these medications for fibromyalgia patients.
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Affiliation(s)
- Yiheng Pan
- Computer and Data Science Department, Case Western Reserve University Case School of Engineering, Cleveland, OH, United States of America
- Center for Artificial Intelligence in Drug Discovery, Case Western Reserve University School of Medicine, Cleveland, OH, United States of America
| | - Robert P. Blankfield
- Department of Family Medicine, Case Western Reserve University School of Medicine, Cleveland, OH, United States of America
| | - David C. Kaelber
- The Center for Clinical Informatics Research and Education, The Metro Health System, Cleveland, OH, United States of America
| | - Rong Xu
- Center for Artificial Intelligence in Drug Discovery, Case Western Reserve University School of Medicine, Cleveland, OH, United States of America
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14
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Liu J, Lin Y, Huang Y, Yang Q, Li X, Ye Y, Zheng B, Song W. Efficacy and safety of acupuncture for painful diabetic neuropathy: a systematic review and meta-analysis. Front Neurol 2024; 15:1402458. [PMID: 38903165 PMCID: PMC11188462 DOI: 10.3389/fneur.2024.1402458] [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: 04/03/2024] [Accepted: 05/16/2024] [Indexed: 06/22/2024] Open
Abstract
Background Painful diabetic neuropathy (PDN) is a common chronic neurological complication of diabetes mellitus. Medications are often used to relieve pain, but with significant side effects. Acupuncture is now a component of pragmatic and integrative treatment for PDN. An increasing number of relevant randomized controlled trials have been published in recent years, but a comprehensive meta-analysis has not yet been performed. The aim of this paper is to verify the effectiveness and safety of acupuncture for PDN by meta-analysis and trial sequential analysis (TSA). Methods All participants in this study should have had a PDN diagnosis and the trial group was treated with acupuncture. Eight databases, including EMbase, PubMed, Web of science, Cochrane Library, China Biology Medicine disc (CBM), China National Knowledge Infrastructure (CNKI), Wanfang and Chongqing VIP (CQVIP) were retrieved from inception to 5 April 2023. Meta-analysis was conducted utilizing RevMan 5.3 and Stata 15.0. TSA was performed to assess the adequacy of sample size for the outcomes. Results A total of 36 studies, comprising 2,739 PDN patients, were included. Among them, 1,393 patients were assigned to the trial group and 1,346 patients were treated in the control group. Outcomes covers the primary indicator Total effective rate (RR = 1.42, 95%CI [1.34, 1.52], p < 0.00001), with 21 studies reported, Pain intensity (SMD = -1.27, 95%CI [-1.58, -0.95], p < 0.00001), with 23 studies reported, and other outcomes, including motor nerve conduction velocity (MCV; MD = 3.58, 95%CI [2.77, 4.38], p < 0.00001), sensory nerve conduction velocity (SCV; MD = 3.62, 95%CI [2.75, 4.49], p < 0.00001), Depression score (SMD = -1.02, 95%CI [1.58, 0.46]), Toronto clinical scoring system (TCSS; MD = -2.41, 95%CI [-3.37, -1.45], p < 0.00001), Quality of life (SMD = 1.06, 95%CI [0.66, 1.46]), traditional Chinese medicine (TCM) syndrome score (MD = -4.99, 95%CI [-6.79, -3.18], p < 0.00001), suggesting that acupuncture have an ameliorating effect on PDN in various respect. Egger's test revealed publication bias for four outcomes. TSA showed that as for Total effective rate, Pain Intensity, MCV and SCV, the number of included studies was sufficient to support the conclusions. Conclusion Acupuncture demonstrates significant effectiveness in improving PDN outcomes, including Total effective rate, Pain intensity, MCV, SCV, Depression score, TCSS, Quality of life, TCM syndrome score. But the Adverse events rate is no different in trail group and control group. The publication bias presented in Total effective rate, Pain intensity, MCV and SCV can be remedied by Trim and filling method. Systematic review registration Prospero, https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=477295.
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Affiliation(s)
- Jiaming Liu
- The Second Clinical Medical School of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Yueqi Lin
- The Second Clinical Medical School of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Yuheng Huang
- The Second Clinical Medical School of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Qingyi Yang
- The Second Clinical Medical School of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Xiaojie Li
- The Second Clinical Medical School of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Yinglan Ye
- The Second Clinical Medical School of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Bohui Zheng
- The Second Clinical Medical School of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Wei Song
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, Guangdong, China
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15
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Yi M, Zhang Z, Luo Z, Luo A, Zeng H, Li P, Wang T, Yang J, Nie H. PolyphyllinVI alleviates the spared nerve injury-induced neuropathic pain based on P2X3 receptor-mediated the release of inflammatory mediators. JOURNAL OF ETHNOPHARMACOLOGY 2024; 325:117886. [PMID: 38355027 DOI: 10.1016/j.jep.2024.117886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 01/21/2024] [Accepted: 02/05/2024] [Indexed: 02/16/2024]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE PolyphyllinVI (PPⅥ) is the main bioactive component of Chonglou which is a traditional Chinese herbal with various effects, including antitumor, anti-inflammatory, and analgesia. AIM OF THE STUDY This study aimed to investigate the properties and mechanisms of the analgesia of PPⅥ by using neuropathic pain (NPP) mice. MATERIALS AND METHODS The potential targets and mechanisms of PPⅥ in alleviating NPP were excavated based on the network pharmacology. Subsequently, the construction of a spared nerve injury (SNI) mice model was used to evaluate the effect of PPⅥ on NPP and the expression of the P2X3 receptor. We identified the signaling pathways of PPⅥ analgesia by RNA sequencing. RESULTS The results of network pharmacology showed that BCL2, CASP3, JUN, STAT3, and TNF were the key targets of the analgesic effect of PPⅥ. PPⅥ increased the MWT and TWL of SNI mice and decreased the level of P2X3 receptors in the dorsal root ganglion (DRG) and spinal cord (SC). Additionally, PPⅥ reduced the release of pro-inflammatory mediators (TNF-α, IL-1β, and IL-6) in the DRG, SC, and serum. Based on the KEGG enrichment of differentially expressed genes (DEGs) identified by RNA-Seq, PPVI may relieve NPP by regulating the AMPK/NF-κB signaling pathway. Western blotting results showed that the AMPK signaling pathway was activated, followed by inhibition of the NF-κB signaling pathway. CONCLUSION PPⅥ increased the MWT and TWL of SNI mice maybe by inhibiting the expression of the P2X3 receptor and the release of inflammatory mediators. The properties of the analgesia of PPⅥ may be based on the AMPK/NF-κB pathway.
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Affiliation(s)
- Mengqin Yi
- State Key Laboratory of Bioactive Molecules and Druggability Assessment, Guangdong Province Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE), College of Pharmacy, Jinan University, 601 Huangpu Avenue West, Guangzhou, 510632, China
| | - Zhenglang Zhang
- State Key Laboratory of Bioactive Molecules and Druggability Assessment, Guangdong Province Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE), College of Pharmacy, Jinan University, 601 Huangpu Avenue West, Guangzhou, 510632, China
| | - Zhenhui Luo
- State Key Laboratory of Bioactive Molecules and Druggability Assessment, Guangdong Province Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE), College of Pharmacy, Jinan University, 601 Huangpu Avenue West, Guangzhou, 510632, China
| | - Anqi Luo
- State Key Laboratory of Bioactive Molecules and Druggability Assessment, Guangdong Province Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE), College of Pharmacy, Jinan University, 601 Huangpu Avenue West, Guangzhou, 510632, China
| | - Hekun Zeng
- State Key Laboratory of Bioactive Molecules and Druggability Assessment, Guangdong Province Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE), College of Pharmacy, Jinan University, 601 Huangpu Avenue West, Guangzhou, 510632, China
| | - Peiyang Li
- State Key Laboratory of Bioactive Molecules and Druggability Assessment, Guangdong Province Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE), College of Pharmacy, Jinan University, 601 Huangpu Avenue West, Guangzhou, 510632, China
| | - Tingting Wang
- State Key Laboratory of Bioactive Molecules and Druggability Assessment, Guangdong Province Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE), College of Pharmacy, Jinan University, 601 Huangpu Avenue West, Guangzhou, 510632, China
| | - Jingwen Yang
- State Key Laboratory of Bioactive Molecules and Druggability Assessment, Guangdong Province Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE), College of Pharmacy, Jinan University, 601 Huangpu Avenue West, Guangzhou, 510632, China
| | - Hong Nie
- State Key Laboratory of Bioactive Molecules and Druggability Assessment, Guangdong Province Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE), College of Pharmacy, Jinan University, 601 Huangpu Avenue West, Guangzhou, 510632, China.
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16
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Leppien EE, Pauling EE, Smith E, Wisniewski B, Carpenter A, Schwier NC. Pain management considerations in patients living with both pain syndromes and cardiovascular diseases and disorders. Pharmacotherapy 2024; 44:184-196. [PMID: 38049207 DOI: 10.1002/phar.2897] [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: 06/30/2023] [Revised: 09/25/2023] [Accepted: 09/26/2023] [Indexed: 12/06/2023]
Abstract
Concomitant pain syndromes and cardiovascular disease (CVD) and disorders are associated with significant morbidity, impaired quality of life, and neuropsychiatric disorders. There is an interplay between the mechanisms of pathophysiology of both CVD and pain syndromes. Patients with CVD (and/or disorders) as well as pain syndromes have an increased propensity for drug-drug/disease interactions. Therefore, an understanding of how to use pharmacotherapy to treat pain syndromes, in the context of patients who have diagnoses of CVD and/or disorders, is paramount to patients' success in achieving adequate pain control and appropriately managing CVD and/or disorders, all while decreasing the risk of adverse events (AEs) both from pharmacotherapy to treat pain and CVD (and/or disorders). Based on the appraisal of literature and authors' clinical expertise, it was determined that gabapentinoids, opioids, skeletal muscle relaxants, tricyclic antidepressants, clonidine, serotonin norepinephrine-reuptake inhibitors, dronabinol, carbamazepine, second-generation antipsychotics, non-steroidal anti-inflammatory drugs, aspirin, corticosteroids, and topical anesthetics have the most evidence for use in patients with CVD and/or disorders. However, the literature surrounding the use of pharmacotherapy for pain management is limited to retrospective studies and there is a lack of well-designed, prospective, randomized trials; this also includes head-to-head comparator studies. Unlike many CVD-related pharmacotherapy studies, data studying pain management in patients with CVD lacks standardized outcomes that are consistent among the pool of data. Overall, the decision to prescribe specific pain management therapies in patients with CVD and/or disorders should include assessment of pain severity, type of pain, drug-drug/disease interactions, adjuvant therapies required, and the risk or presence of AEs.
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Affiliation(s)
- Emily E Leppien
- Department of Pharmacy Practice, School of Pharmacy and Pharmaceutical Sciences, Binghamton University, Johnson City, New York, USA
| | - Erin E Pauling
- Department of Pharmacy Practice, School of Pharmacy and Pharmaceutical Sciences, Binghamton University, Johnson City, New York, USA
| | - Eric Smith
- School of Pharmacy and Pharmaceutical Sciences, Binghamton University, Johnson City, New York, USA
| | - Brady Wisniewski
- School of Pharmacy and Pharmaceutical Sciences, Binghamton University, Johnson City, New York, USA
| | - Abigayle Carpenter
- School of Pharmacy and Pharmaceutical Sciences, Binghamton University, Johnson City, New York, USA
| | - Nicholas C Schwier
- Office of Experiential Education & Department of Pharmacy Practice, School of Pharmacy and Pharmaceutical Sciences, Binghamton University, Johnson City, New York, USA
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17
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Blankfield RP. Is fluid retention a cardiovascular risk factor? Clin Hemorheol Microcirc 2024; 88:277-288. [PMID: 39302357 PMCID: PMC11492017 DOI: 10.3233/ch-242128] [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] [Indexed: 09/22/2024]
Abstract
Endothelial dysfunction, the earliest manifestation of atherosclerosis, can be initiated by both biochemicals and biomechanical forces. Atherosclerosis occurs predominantly at arterial branch points, arterial bifurcations and the curved segments of great arteries. These are the regions that blood flows turbulently. Turbulence promotes endothelial dysfunction by reducing shear stress upon endothelial cells. The endothelial glycocalyx mediates the effect of shear stress upon the endothelium. A mathematical analysis of cardiovascular hemodynamics demonstrates that fluid retention increases turbulence of blood flow. While there is no empirical data confirming this relationship, fluid retention is associated with adverse cardiovascular events. Every medical condition that causes fluid retention is associated with increased risk of both atherosclerotic cardiovascular disease and venous thromboembolic disease. In addition, most medications that cause fluid retention are associated with increased adverse cardiovascular effects. Calcium channel blockers (CCBs) and pioglitazone are exceptions to this generalization. Even though data regarding CCBs and pioglitazone contradict the hypothesis that fluid retention is a cardiovascular risk factor, these medications have favorable cardiovascular properties which may outweigh the negative effect of fluid retention. Determining whether or not fluid retention is a cardiovascular risk factor would require empirical data demonstrating a relationship between fluid retention and turbulence of blood flow. While this issue should be relevant to cardiovascular researchers, clinicians and patients, it is especially pertinent to the pharmaceutical industry. Four-dimensional magnetic resonance imaging and vector flow Doppler ultrasound have the capability to quantify turbulence of blood flow. These technologies could be utilized to settle the matter.
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Affiliation(s)
- Robert P. Blankfield
- Department of Family Medicine, Case Western Reserve University School of Medicine, Cleveland, OH, USA
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18
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Wang W, Volkow ND, Berger NA, Davis PB, Kaelber DC, Xu R. Association of semaglutide with risk of suicidal ideation in a real-world cohort. Nat Med 2024; 30:168-176. [PMID: 38182782 PMCID: PMC11034947 DOI: 10.1038/s41591-023-02672-2] [Citation(s) in RCA: 84] [Impact Index Per Article: 84.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Accepted: 10/30/2023] [Indexed: 01/07/2024]
Abstract
Concerns over reports of suicidal ideation associated with semaglutide treatment, a glucagon-like peptide 1 receptor (GLP1R) agonist medication for type 2 diabetes (T2DM) and obesity, has led to investigations by European regulatory agencies. In this retrospective cohort study of electronic health records from the TriNetX Analytics Network, we aimed to assess the associations of semaglutide with suicidal ideation compared to non-GLP1R agonist anti-obesity or anti-diabetes medications. The hazard ratios (HRs) and 95% confidence intervals (CIs) of incident and recurrent suicidal ideation were calculated for the 6-month follow-up by comparing propensity score-matched patient groups. The study population included 240,618 patients with overweight or obesity who were prescribed semaglutide or non-GLP1R agonist anti-obesity medications, with the findings replicated in 1,589,855 patients with T2DM. In patients with overweight or obesity (mean age 50.1 years, 72.6% female), semaglutide compared with non-GLP1R agonist anti-obesity medications was associated with lower risk for incident (HR = 0.27, 95% CI = 0.200.32-0.600.36) and recurrent (HR = 0.44, 95% CI = 0.32-0.60) suicidal ideation, consistent across sex, age and ethnicity stratification. Similar findings were replicated in patients with T2DM (mean age 57.5 years, 49.2% female). Our findings do not support higher risks of suicidal ideation with semaglutide compared with non-GLP1R agonist anti-obesity or anti-diabetes medications.
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Affiliation(s)
- William Wang
- Center for Science, Health, and Society, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Nora D Volkow
- National Institute on Drug Abuse, National Institutes of Health, Bethesda, MD, USA.
| | - Nathan A Berger
- Center for Science, Health, and Society, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Pamela B Davis
- Center for Community Health Integration, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - David C Kaelber
- Center for Clinical Informatics Research and Education, The MetroHealth System, Cleveland, OH, USA
| | - Rong Xu
- Center for Artificial Intelligence in Drug Discovery, Case Western Reserve University School of Medicine, Cleveland, OH, USA.
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Santoso P, Simatupang AS, Fajria A, Rahayu R, Jannatan R. Andaliman ( Zanthoxylum acanthopodium DC.) fruit ethanolic extract exerts attenuative effect on hyperglycemia, sensory and motoric function's disorders in alloxan-induced diabetic mice. J Adv Vet Anim Res 2023; 10:608-619. [PMID: 38370902 PMCID: PMC10868678 DOI: 10.5455/javar.2023.j716] [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: 06/11/2023] [Revised: 08/06/2023] [Accepted: 08/20/2023] [Indexed: 02/20/2024] Open
Abstract
Objective Andaliman (Zanthoxylum acanthopodium) is a potent medicinal plant in Asia. This present study aimed to reveal the effectivity of Andaliman fruit extract in alleviating hyperglycemia, sensory and motoric balance disorders, histopathology of the cerebellum, and tissue oxidative stress in diabetic mice induced by alloxan. Materials and Methods Diabetes induction was performed by intraperitoneally injecting alloxan monohydrate [200 mg/kg body weight (BW)]. Subsequently, the mice were treated daily with an ethanolic extract of Andaliman fruit (0, 150, 300, 450 mg/kg BW per oral) for 28 days, followed by measurements of blood glucose, paw sensitivity, motoric balance, histopathology of the cerebellum, and malondialdehyde (MDA) levels. Moreover, the phytochemical constituents of the extract were elucidated by liquid chromatography. Results Higher doses of Andaliman fruit extract could significantly attenuate the elevation of random and fasting blood glucose (p < 0.05) and improve paw sensitivity responses (p < 0.05) and motoric balances (p < 0.05) in diabetic mice. Moreover, Andaliman fruit extract could significantly attenuate the degeneration of cerebellar Purkinje cells (p < 0.05) and suppress MDA levels in the blood (p < 0.05) while blunting the MDA in the brain tissue (p < 0.05). Phytochemical screening revealed 39 compounds in the Andaliman extract belonging to the groups of alkaloids (26 compounds), flavonoids (12 compounds), and terpenoids (1 compound). Conclusion The ethanolic extract of Andaliman fruit is capable of ameliorating diabetic neuropathy, motor balance disorders, and Purkinje cell degeneration while also reducing oxidative stress in the peripheral system. Hence, Andaliman extract is a promising candidate for formulation as an herbal remedy against the detrimental outcomes of diabetes mellitus.
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Affiliation(s)
- Putra Santoso
- Biology Department, Faculty of Mathematics and Natural Sciences, Andalas University, Padang, Indonesia
| | - Arin Saparima Simatupang
- Biology Department, Faculty of Mathematics and Natural Sciences, Andalas University, Padang, Indonesia
| | - Annisha Fajria
- Biology Department, Faculty of Mathematics and Natural Sciences, Andalas University, Padang, Indonesia
| | - Resti Rahayu
- Biology Department, Faculty of Mathematics and Natural Sciences, Andalas University, Padang, Indonesia
| | - Robby Jannatan
- Biology Department, Faculty of Mathematics and Natural Sciences, Andalas University, Padang, Indonesia
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Pendyala VV, Pribil S, Schaal V, Sharma K, Jagadesan S, Yu L, Kumar V, Guda C, Gao L. Effects of Acute and Chronic Gabapentin Treatment on Cardiovascular Function of Rats. Cells 2023; 12:2705. [PMID: 38067133 PMCID: PMC10706228 DOI: 10.3390/cells12232705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 11/20/2023] [Accepted: 11/23/2023] [Indexed: 12/18/2023] Open
Abstract
Gabapentin (GBP), a GABA analogue, is primarily used as an anticonvulsant for the treatment of partial seizures and neuropathic pain. Whereas a majority of the side effects are associated with the nervous system, emerging evidence suggests there is a high risk of heart diseases in patients taking GBP. In the present study, we first used a preclinical model of rats to investigate, firstly, the acute cardiovascular responses to GBP (bolus i.v. injection, 50 mg/kg) and secondly the effects of chronic GBP treatment (i.p. 100 mg/kg/day × 7 days) on cardiovascular function and the myocardial proteome. Under isoflurane anesthesia, rat blood pressure (BP), heart rate (HR), and left ventricular (LV) hemodynamics were measured using Millar pressure transducers. The LV myocardium and brain cortex were analyzed by proteomics, bioinformatics, and western blot to explore the molecular mechanisms underlying GBP-induced cardiac dysfunction. In the first experiment, we found that i.v. GBP significantly decreased BP, HR, maximal LV pressure, and maximal and minimal dP/dt, whereas it increased IRP-AdP/dt, Tau, systolic, diastolic, and cycle durations (* p < 0.05 and ** p < 0.01 vs. baseline; n = 4). In the second experiment, we found that chronic GBP treatment resulted in hypotension, bradycardia, and LV systolic dysfunction, with no change in plasma norepinephrine. In the myocardium, we identified 109 differentially expressed proteins involved in calcium pathways, cholesterol metabolism, and galactose metabolism. Notably, we found that calmodulin, a key protein of intracellular calcium signaling, was significantly upregulated by GBP in the heart but not in the brain. In summary, we found that acute and chronic GBP treatments suppressed cardiovascular function in rats, which is attributed to abnormal calcium signaling in cardiomyocytes. These data reveal a novel side effect of GBP independent of the nervous system, providing important translational evidence to suggest that GBP can evoke adverse cardiovascular events by depression of myocardial function.
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Affiliation(s)
- Ved Vasishtha Pendyala
- Department of Anesthesiology, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA; (V.V.P.); (S.P.); (V.S.); (L.Y.)
| | - Sarah Pribil
- Department of Anesthesiology, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA; (V.V.P.); (S.P.); (V.S.); (L.Y.)
| | - Victoria Schaal
- Department of Anesthesiology, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA; (V.V.P.); (S.P.); (V.S.); (L.Y.)
| | - Kanika Sharma
- Mass Spectrometry and Proteomics Core Facility, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA; (K.S.); (V.K.)
| | - Sankarasubramanian Jagadesan
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA; (S.J.); (C.G.)
- Center for Biomedical Informatics Research and Innovation, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA
| | - Li Yu
- Department of Anesthesiology, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA; (V.V.P.); (S.P.); (V.S.); (L.Y.)
| | - Vikas Kumar
- Mass Spectrometry and Proteomics Core Facility, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA; (K.S.); (V.K.)
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA; (S.J.); (C.G.)
| | - Chittibabu Guda
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA; (S.J.); (C.G.)
- Center for Biomedical Informatics Research and Innovation, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA
| | - Lie Gao
- Department of Anesthesiology, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA; (V.V.P.); (S.P.); (V.S.); (L.Y.)
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Wang L, Davis PB, Berger N, Kaelber DC, Volkow N, Xu R. Association of COVID-19 with respiratory syncytial virus (RSV) infections in children aged 0-5 years in the USA in 2022: a multicentre retrospective cohort study. Fam Med Community Health 2023; 11:e002456. [PMID: 37832975 PMCID: PMC10582888 DOI: 10.1136/fmch-2023-002456] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2023] Open
Abstract
OBJECTIVE To investigate whether COVID-19 infection was associated with increased risk for incident respiratory syncytial virus (RSV) infections and associated diseases among young children that might have contributed to the 2022 surge of severe paediatric RSV cases in the USA. DESIGN This is a retrospective population-based cohort study. Five outcomes were examined, including overall RSV infection, positive lab test-confirmed RSV infection, clinically diagnosed RSV diseases, RSV-associated bronchiolitis and unspecified bronchiolitis. Risk ratio (RR) and 95% CI of the outcomes that occurred during the 2022 and 2021 RSV seasons were calculated by comparing propensity-score matched cohorts. SETTING Nationwide multicentre database of electronic health records (EHRs) of 61.4 million patients in the USA including 1.7 million children 0-5 years of age, which was accessed through TriNetX Analytics that provides web-based and secure access to patient EHR data from hospitals, primary care and specialty treatment providers. PARTICIPANTS The study population consisted of 228 940 children of 0-5 years with no prior RSV infection who had medical encounters in October 2022. Findings were replicated in a separate study population of 370 919 children of 0-5 years with no prior RSV infection who had medical encounters in July 2021-August 2021 during a non-overlapping time period. RESULTS For the 2022 study population (average age 2.4 years, 46.8% girls, 61% white, 16% black), the risk for incident RSV infection during October 2022-December 2022 was 6.40% for children with prior COVID-19 infection, higher than 4.30% for the matched children without COVID-19 (RR 1.40, 95% CI 1.27 to 1.55); and among children aged 0-1 year, the overall risk was 7.90% for those with prior COVID-19 infection, higher than 5.64% for matched children without (RR 1.40, 95% CI 1.21 to 1.62). For the 2021 study population (average age 2.2 years, 46% girls, 57% white, 20% black), the risk for incident RSV infection during July 2021-December 2021 was 4.85% for children with prior COVID-19 infection, higher than 3.68% for the matched children without COVID-19 (RR 1.32, 95% CI 1.12 to 1.56); and 7.30% for children aged 0-1 year with prior COVID-19 infection, higher than 4.98% for matched children without (RR 1.47, 95% CI 1.18 to 1.82). CONCLUSION COVID-19 was associated with a significantly increased risk for RSV infections among children aged 0-5 years in 2022. Similar findings were replicated for a study population of children aged 0-5 years in 2021. Our findings suggest that COVID-19 contributed to the 2022 surge of RSV cases in young children through the large buildup of COVID-19-infected children and the potential long-term adverse effects of COVID-19 on the immune and respiratory system.
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Affiliation(s)
- Lindsey Wang
- Center for Science, Health, and Society, Case Western Reserve University, Cleveland, Ohio, USA
| | - Pamela B Davis
- Center for Community Health Integration, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Nathan Berger
- Center for Science, Health, and Society, Case Western Reserve University, Cleveland, Ohio, USA
| | - David C Kaelber
- The Center for Clinical Informatics Research and Education and the Departments ofInternal Medicine, Pediatrics, and Population and Quantitative Health Sciences, MetroHealth Medical Center, Cleveland, Ohio, USA
| | - Nora Volkow
- National Institute on Drug Abuse, National Institute of Health, Bethesda, Maryland, USA
| | - Rong Xu
- Center for AI in Drug Discovery, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
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22
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Wang L, Berger N, Davis PB, Kaelber DC, Volkow N, Xu R. Time trend and seasonality in medically attended respiratory syncytial virus (RSV) infections in US children aged 0-5 years, January 2010-January 2023. Fam Med Community Health 2023; 11:e002453. [PMID: 37844966 PMCID: PMC10582996 DOI: 10.1136/fmch-2023-002453] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2023] Open
Abstract
OBJECTIVE The long-term time trend and seasonality variations of first-time medically attended respiratory syncytial virus (RSV) infections among young children are unknown. We aim to examine the time trend of medically attended first-time RSV infections among young children in the USA from January 2010 through January 2023. DESIGN This is a population-based cohort study using electronic health records (EHRs). Monthly incidence rate of medically attended first-time RSV infection (cases per 10 000 000 person-days). A time-series regression model was used to model and predict time trends and seasonality. SETTING Multicenter and nationwide TriNetX Network in the USA. PARTICIPANTS The study population comprised children aged 0-5 years who had medical visits during the period of January 2010 to January 2023. RESULTS The data included 29 013 937 medical visits for children aged 0-5 years (46.5% girls and 53.5% boys) from January 2010 through January 2023. From 2010 through 2019, the monthly incidence rate of first-time medically attended RSV infection in children aged 0-5 years followed a consistent seasonal pattern. Seasonal patterns of medically attended RSV infections were significantly disrupted during the COVID-19 pandemic. In 2020, the seasonal variation disappeared with a peak incidence rate of 20 cases per 1 000 000 person-days, a decrease of 97.4% from the expected peak rate (rate ratio or RR: 0.026, 95% CI 0.017 to 0.040). In 2021, the seasonality returned but started 4 months earlier, lasted for 9 months, and peaked in August at a rate of 753 cases per 1 000 000 person-days, a decrease of 9.6% from the expected peak rate (RR: 0.90, 95% CI 0.82 to 0.99). In 2022, the seasonal pattern is similar to prepandemic years but reached a historically high rate of 2182 cases per 10 000 000 person-days in November, an increase of 143% from the expected peak rate (RR: 2.43, 95% CI 2.25 to 2.63). The time trend and seasonality of the EHR-based medically attended RSV infections are consistent with those of RSV-associated hospitalisations from the Centers for Disease Control and Prevention (CDC) survey-based surveillance system. CONCLUSION The findings show the disrupted seasonality during the COVID-19 pandemic and a historically high surge of paediatric RSV cases that required medical attention in 2022. Our study demonstrates the potential of EHRs as a cost-effective alternative for real-time pathogen and syndromic surveillance of unexpected disease patterns including RSV infection.
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Affiliation(s)
- Lindsey Wang
- Center for Science, Health, and Society, Case Western Reserve University, Cleveland, Ohio, USA
| | - Nathan Berger
- Center for Science, Health, and Society, Case Western Reserve University, Cleveland, Ohio, USA
| | - Pamela B Davis
- Center for Community Health Integration, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - David C Kaelber
- The Center for Clinical Informatics Research and Education and the Departments ofInternal Medicine, Pediatrics, and Population and Quantitative Health Sciences, MetroHealth Medical Center, Cleveland, Ohio, USA
| | - Nora Volkow
- National Institute on Drug Abuse, National Institute of Health, Bethesda, Maryland, USA
| | - Rong Xu
- Center for Artificial Intelligence in Drug Discovery, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
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23
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Gao Z, Winhusen TJ, Gorenflo M, Ghitza UE, Nunes E, Saxon AJ, Korthuis T, Brady K, Luo SX, Davis PB, Kaelber DC, Xu R. Potential effect of antidepressants on remission from cocaine use disorder - A nationwide matched retrospective cohort study. Drug Alcohol Depend 2023; 251:110958. [PMID: 37703770 PMCID: PMC10556849 DOI: 10.1016/j.drugalcdep.2023.110958] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 08/30/2023] [Accepted: 09/02/2023] [Indexed: 09/15/2023]
Abstract
BACKGROUND Cocaine use disorder (CUD) is a significant public health issue for which there is no Food and Drug Administration-approved pharmacotherapy. Depressive disorders are common psychiatric comorbidity amongst individuals with CUD. METHODS A retrospective cohort study was conducted among 161,544 patients diagnosed with CUD and depression to evaluate the effectiveness of 13 antidepressants on CUD remission. For any antidepressant found to be associated with CUD remission that had an additional indication, we conducted an additional analysis to evaluate the effectiveness of the candidate drug in patients with CUD with that indication. We then analyzed publicly genomic and functional databases to identify potential explanatory mechanisms of action of the candidate drug in the treatment of CUD. RESULTS Among these antidepressants, bupropion was associated with higher rates of CUD remission compared to propensity-score matched patients prescribed other antidepressants: hazard ratio (HR) and 95% confidence interval (CI) 1.57 (95% CI: 1.27-1.94). Bupropion is also approved for smoking cessation. We identified CUD patients with co-occurring nicotine dependence and observed that patients prescribed bupropion displayed a higher rate of CUD remission compared to matched individuals prescribed other drugs for nicotine dependence: 1.38 (95% CI: 1.11-1.71). Genetic and functional analyses revealed that bupropion interacts with four protein-encoding genes (COMT, DRD2, SLC6A3, and SLC6A4) which are also associated with CUD and targets CUD-associated pathways including serotonergic synapses, cocaine addiction, and dopaminergic synapses. CONCLUSIONS Our findings suggest that bupropion might be considered a treatment for improving CUD remission in patients with CUD and co-occurring depression or nicotine dependence.
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Affiliation(s)
- Zhenxiang Gao
- Center for Artificial Intelligence in Drug Discovery, School of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - T John Winhusen
- Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
| | - Maria Gorenflo
- Center for Artificial Intelligence in Drug Discovery, School of Medicine, Case Western Reserve University, Cleveland, OH, USA; Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - Udi E Ghitza
- Center for the Clinical Trials Network (CCTN), National Institute on Drug Abuse (NIDA), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Edward Nunes
- Department of Psychiatry, New York State Psychiatric Institute, Irving Medical Center, Columbia University, New York, NY, USA
| | - Andrew J Saxon
- Department of Psychiatry and Behavioral Science, School of Medicine, University of Washington, Seattle, WA, USA
| | - Todd Korthuis
- Addiction Medicine Section, Department of Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Kathleen Brady
- Department of Psychiatry and Behavioral Sciences, College of Medicine, Medical University of South Carolina, Charleston, SC, USA
| | - Sean X Luo
- Columbia University Division on Substance Use Disorders, and Research Scientist, New York State Psychiatric Institute, New York, NY, USA
| | - Pamela B Davis
- Center for Community Health Integration, School of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - David C Kaelber
- Center for Clinical Informatics Research and Education, The Metro Health System, Cleveland, OH, USA
| | - Rong Xu
- Center for Artificial Intelligence in Drug Discovery, School of Medicine, Case Western Reserve University, Cleveland, OH, USA.
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24
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Pan Y, Gorenflo MP, Davis PB, Kaelber DC, De Luca S, Xu R. Suicidal ideation and suicide attempt following ketamine prescription in patients with treatment-resistant depression: a nation-wide cohort study. RESEARCH SQUARE 2023:rs.3.rs-3207199. [PMID: 37609161 PMCID: PMC10441476 DOI: 10.21203/rs.3.rs-3207199/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/24/2023]
Abstract
Ketamine, including esketamine, is an effective treatment for patients with treatment-resistant depression (TRD); however, its long-term efficacy in real-world populations remains poorly characterized. This is a retrospective cohort study using TriNetX US Collaborative Network, a platform aggregating electronic health records (EHRs) data from 93 million patients from 56 health care organizations in the US, and the study population includes 321,367 patients with a diagnosis of TRD who were prescribed relevant treatment in their EHRs. The prescription of ketamine (including esketamine) was associated with significant decreased risk of suicidal ideation compared to prescription of other common antidepressants: HR = 0.65 (95% CI: 0.53 - 0.81) at 1 day - 7 days, 0.78 (95% CI: 0.66 - 0.92) at 1 day - 30 days, 0.81 (95% CI: 0.70 - 0.92) at 1 day - 90 days, 0.82 (95% CI: 0.72 - 0.92) at 1 day - 180 days, and 0.83 (95% CI: 0.74 - 0.93) at 1 day - 270 days. This trend was especially robust among adults over 24 years of age, males, and White patients with TRD. No significant difference was observed for suicide attempts, except significantly increased risk for adolescents (aged 10-24) at 1 day - 30 days with HR = 2.22 (95% CI: 1.01-4.87). This study provides real-world evidence that ketamine has long-term benefits in mitigating suicidal ideation in patients with treatment-resistant depression. Future work should focus on optimizing dosage regimens for ketamine, understanding the mechanism, and the difference in various demographic subpopulations.
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Affiliation(s)
- Yiheng Pan
- Center for Artificial Intelligence in Drug Discovery, Case Western Reserve University School of Medicine, Cleveland, OH, USA
- Department of Computer and Data Science, Case Western Reserve University, Cleveland, OH, USA
| | - Maria P. Gorenflo
- Center for Artificial Intelligence in Drug Discovery, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Pamela B. Davis
- Center for Community Health Integration, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - David C. Kaelber
- The Center for Clinical Informatics Research and Education, The MetroHealth System, Cleveland, OH, USA
| | - Susan De Luca
- Population Health Research Institute, The MetroHealth System, Cleveland, OH, USA
| | - Rong Xu
- Center for Artificial Intelligence in Drug Discovery, Case Western Reserve University School of Medicine, Cleveland, OH, USA
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25
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Fu Y, Gong C, Zhu C, Zhong W, Guo J, Chen B. Research trends and hotspots of neuropathic pain in neurodegenerative diseases: a bibliometric analysis. Front Immunol 2023; 14:1182411. [PMID: 37503342 PMCID: PMC10369061 DOI: 10.3389/fimmu.2023.1182411] [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: 03/08/2023] [Accepted: 06/23/2023] [Indexed: 07/29/2023] Open
Abstract
Background Neuropathic pain is caused by a neurological injury or disease and can have a significant impact on people's daily lives. Studies have shown that neuropathic pain is commonly associated with neurodegenerative diseases. In recent years, there has been a lot of literature on the relationship between neuropathic pain and neurodegenerative diseases. However, bibliometrics is rarely used in analyzing the general aspects of studies on neuropathic pain in neurodegenerative diseases. Methods The bibliometric analysis software CiteSpace and VOSviewer were used to analyze the knowledge graph of 387 studies in the Science Citation Index Expanded of the Web of Science Core Collection Database. Results We obtained 2,036 documents through the search, leaving 387 documents after culling. 387 documents were used for the data analysis. The data analysis showed that 330 papers related to neuropathic pain in neurodegenerative diseases were published from 2007-2022, accounting for 85.27% of all published literature. In terms of contributions to the scientific study of neuropathic pain, the United States is in the top tier, with the highest number of publications, citations, and H-indexes. Conclusion The findings in our study may provide researchers with useful information about research trends, frontiers, and cooperative institutions. Multiple sclerosis, Parkinson's disease, and Alzheimer's disease are the three most studied neurodegenerative diseases. Among the pathological basis of neurodegenerative diseases, microglia-regulated neuroinflammation is a hot research topic. Deep brain stimulation and gamma knife radiosurgery are two popular treatments.
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Affiliation(s)
| | | | | | | | - Jiabao Guo
- *Correspondence: Binglin Chen, ; Jiabao Guo,
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26
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Gao Z, Winhusen TJ, Gorenflo M, Ghitza UE, Davis PB, Kaelber DC, Xu R. Repurposing ketamine to treat cocaine use disorder: integration of artificial intelligence-based prediction, expert evaluation, clinical corroboration and mechanism of action analyses. Addiction 2023; 118:1307-1319. [PMID: 36792381 PMCID: PMC10631254 DOI: 10.1111/add.16168] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Accepted: 01/25/2023] [Indexed: 02/17/2023]
Abstract
BACKGROUND AND AIMS Cocaine use disorder (CUD) is a significant public health issue for which there is no Food and Drug Administration (FDA) approved medication. Drug repurposing looks for new cost-effective uses of approved drugs. This study presents an integrated strategy to identify repurposed FDA-approved drugs for CUD treatment. DESIGN Our drug repurposing strategy combines artificial intelligence (AI)-based drug prediction, expert panel review, clinical corroboration and mechanisms of action analysis being implemented in the National Drug Abuse Treatment Clinical Trials Network (CTN). Based on AI-based prediction and expert knowledge, ketamine was ranked as the top candidate for clinical corroboration via electronic health record (EHR) evaluation of CUD patient cohorts prescribed ketamine for anesthesia or depression compared with matched controls who received non-ketamine anesthesia or antidepressants/midazolam. Genetic and pathway enrichment analyses were performed to understand ketamine's potential mechanisms of action in the context of CUD. SETTING The study utilized TriNetX to access EHRs from more than 90 million patients world-wide. Genetic- and functional-level analyses used DisGeNet, Search Tool for Interactions of Chemicals and Kyoto Encyclopedia of Genes and Genomes databases. PARTICIPANTS A total of 7742 CUD patients who received anesthesia (3871 ketamine-exposed and 3871 anesthetic-controlled) and 7910 CUD patients with depression (3955 ketamine-exposed and 3955 antidepressant-controlled) were identified after propensity score-matching. MEASUREMENTS EHR analysis outcome was a CUD remission diagnosis within 1 year of drug prescription. FINDINGS Patients with CUD prescribed ketamine for anesthesia displayed a significantly higher rate of CUD remission compared with matched individuals prescribed other anesthetics [hazard ratio (HR) = 1.98, 95% confidence interval (CI) = 1.42-2.78]. Similarly, CUD patients prescribed ketamine for depression evidenced a significantly higher CUD remission ratio compared with matched patients prescribed antidepressants or midazolam (HR = 4.39, 95% CI = 2.89-6.68). The mechanism of action analysis revealed that ketamine directly targets multiple CUD-associated genes (BDNF, CNR1, DRD2, GABRA2, GABRB3, GAD1, OPRK1, OPRM1, SLC6A3, SLC6A4) and pathways implicated in neuroactive ligand-receptor interaction, cAMP signaling and cocaine abuse/dependence. CONCLUSIONS Ketamine appears to be a potential repurposed drug for treatment of cocaine use disorder.
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Affiliation(s)
- Zhenxiang Gao
- Center for Artificial Intelligence in Drug Discovery, School of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - T. John Winhusen
- Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Maria Gorenflo
- Center for Artificial Intelligence in Drug Discovery, School of Medicine, Case Western Reserve University, Cleveland, OH, USA
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - Udi E. Ghitza
- Center for the Clinical Trials Network (CCTN), National Institute on Drug Abuse (NIDA), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Pamela B. Davis
- Center for Community Health Integration, School of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - David C. Kaelber
- Center for Clinical Informatics Research and Education, The Metro Health System, Cleveland, OH, USA
| | - Rong Xu
- Center for Artificial Intelligence in Drug Discovery, School of Medicine, Case Western Reserve University, Cleveland, OH, USA
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Jermendy G, Rokszin G, Fábián I, Kempler P, Wittmann I. Morbidity and mortality of patients with diabetic neuropathy treated with pathogenetically oriented alpha-lipoic acid versus symptomatic pharmacotherapies - a nationwide database analysis from Hungary. Diabetes Res Clin Pract 2023:110734. [PMID: 37257759 DOI: 10.1016/j.diabres.2023.110734] [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: 04/11/2023] [Revised: 05/14/2023] [Accepted: 05/24/2023] [Indexed: 06/02/2023]
Abstract
AIMS Diabetic neuropathy is associated with increased risk of morbidity and all-cause mortality. It is unclear whether these outcomes differ in patients with diabetic neuropathy treated with pathogenetically oriented vs symptomatic pharmacotherapies. METHODS We performed a retrospective (2009-2019) database analysis of patients treated with pathogenetically oriented alpha-lipoic acid (ALA) or symptomatic pharmacotherapies for diabetic neuropathy. We investigated clinical outcomes in propensity score matched patients in Hungary. Changes in hazard ratios and annualized event rates were assessed and sensitivity analyses performed. RESULTS Hazard ratios favored treatment with ALA vs symptomatic pharmacotherapies regarding acute myocardial infarction (HR 0.73, 95%CI: 0.60-0.89, p = 0.0016), stroke (HR 0.71, 95%CI: 0.62-0.82, p<0.0001), hospitalization for heart failure (HR 0.72, 95%CI: 0.66-0.78, p<0.0001), cancer events (HR 0.83, 95% CI: 0.76-0.92, p = 0.0002) and all-cause mortality (HR 0.55, 95% CI: 0.49-0.61, p<0.0001), but not for lower limb amputation (HR 1.05, 95%CI: 0.89-1.25, p = 0.5455). This association was supported by results of evaluating annual event rates and sensitivity analyses. CONCLUSIONS This retrospective database analysis revealed a lower occurrence of cardio- and cerebrovascular morbidity, cancer events and all-cause mortality in patients with diabetic neuropathy treated with pathogenetically oriented ALA vs symptomatic pharmacotherapies. This hypothesis-generating result requires further investigations.
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Affiliation(s)
- György Jermendy
- Bajcsy-Zsilinszky Hospital, 3(rd) Department of Medicine, Maglódi út 89-91, 1106, Budapest, Hungary.
| | - György Rokszin
- RxTarget Ltd., Bacsó Nándor út 10, 5000 Szolnok, Hungary.
| | - Ibolya Fábián
- RxTarget Ltd., Bacsó Nándor út 10, 5000 Szolnok, Hungary.
| | - Péter Kempler
- Semmelweis University, Faculty of Medicine, Department of Medicine and Oncology, Korányi Sándor út 2, 1083 Budapest, Hungary.
| | - István Wittmann
- University of Pécs, Medical School, 2(nd) Department of Medicine, Nephrology-Diabetes Center, Pacsirta út 1, 7624 Pécs, Hungary.
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28
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Gao Z, Gorenflo M, Kaelber DC, Monnier VM, Xu R. Drug repurposing for reducing the risk of cataract extraction in patients with diabetes mellitus: integration of artificial intelligence-based drug prediction and clinical corroboration. Front Pharmacol 2023; 14:1181711. [PMID: 37274099 PMCID: PMC10232753 DOI: 10.3389/fphar.2023.1181711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 05/05/2023] [Indexed: 06/06/2023] Open
Abstract
Diabetes mellitus (DM) increases the incidence of age-related cataracts. Currently, no medication is approved or known to delay clinical cataract progression. Using a novel approach based on AI, we searched for drugs with potential cataract surgery-suppressing effects. We developed a drug discovery strategy that combines AI-based potential candidate prediction among 2650 Food and Drug Administration (FDA)-approved drugs with clinical corroboration leveraging multicenter electronic health records (EHRs) of approximately 800,000 cataract patients from the TriNetX platform. Among the top-10 AI-predicted repurposed candidate drugs, we identified three DM diagnostic ICD code groups, such as cataract patients with type 1 diabetes mellitus (T1DM), type 2 diabetes mellitus (T2DM), or hyperglycemia, and conducted retrospective cohort analyses to evaluate the efficacy of these candidate drugs in reducing the risk of cataract extraction. Aspirin, melatonin, and ibuprofen were associated with a reduced 5-, 10-, and 20-year cataract extraction risk in all types of diabetes. Acetylcysteine was associated with a reduced 5-, 10-, and 20-year cataract extraction risk in T2DM and hyperglycemia but not in T1DM patient groups. The suppressive effects of aspirin, acetylcysteine, and ibuprofen waned over time, while those of melatonin became stronger in both genders. Thus, the four repositioned drugs have the potential to delay cataract progression in both genders. All four drugs share the ability to directly or indirectly inhibit cyclooxygenase-2 (COX-2), an enzyme that is increased by multiple cataractogenic stimuli.
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Affiliation(s)
- Zhenxiang Gao
- Center for Artificial Intelligence in Drug Discovery, School of Medicine, Case Western Reserve University, Cleveland, OH, United States
| | - Maria Gorenflo
- Center for Artificial Intelligence in Drug Discovery, School of Medicine, Case Western Reserve University, Cleveland, OH, United States
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH, United States
| | - David C. Kaelber
- The Center for Clinical Informatics Research and Education, The Metro Health System, Cleveland, OH, United States
| | - Vincent M. Monnier
- Department of Pathology and Biochemistry, School of Medicine, Case Western Reserve University, Cleveland, OH, United States
| | - Rong Xu
- Center for Artificial Intelligence in Drug Discovery, School of Medicine, Case Western Reserve University, Cleveland, OH, United States
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Wang L, Davis PB, Berger NA, Kaelber DC, Volkow ND, Xu R. Disrupted seasonality and association of COVID-19 with medically attended respiratory syncytial virus infections among young children in the US: January 2010-January 2023. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.05.12.23289898. [PMID: 37292931 PMCID: PMC10246033 DOI: 10.1101/2023.05.12.23289898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Respiratory syncytial virus (RSV) infections and hospitalizations surged sharply in 2022 among young children. To assess whether COVID-19 contributed to this surge, we leveraged a real-time nation-wide US database of electronic health records (EHRs) using time series analysis from January 1, 2010 through January 31, 2023, and propensity-score matched cohort comparisons for children aged 0-5 years with or without prior COVID-19 infection. Seasonal patterns of medically attended RSV infections were significantly disrupted during the COVID-19 pandemic. The monthly incidence rate for first-time medically attended cases, most of which were severe RSV-associated diseases, reached a historical high rate of 2,182 cases per 1,0000,000 person-days in November 2022, corresponding to a related increase of 143% compared to expected peak rate (rate ratio: 2.43, 95% CI: 2.25-2.63). Among 228,940 children aged 0-5 years, the risk for first-time medically attended RSV during 10/2022-12/2022 was 6.40% for children with prior COVID-19 infection, higher than 4.30% for the matched children without COVID-19 (risk ratio or RR: 1.40, 95% CI: 1.27-1.55); and among 99,105 children aged 0-1 year, the overall risk was 7.90% for those with prior COVID-19 infection, higher than 5.64% for matched children without (RR: 1.40, 95% CI: 1.21-1.62). These data provide evidence that COVID-19 contributed to the 2022 surge of severe pediatric RSV cases.
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Affiliation(s)
- Lindsey Wang
- Center for Science, Health, and Society, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Pamela B. Davis
- The Center for Community Health Integration, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Nathan A. Berger
- Center for Science, Health, and Society, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - David C. Kaelber
- Departments of Internal Medicine, Pediatrics, and Population and Quantitative Health Sciences and the Center for Clinical Informatics Research and Education, The MetroHealth System, Cleveland, OH, USA
| | - Nora D. Volkow
- National Institute on Drug Abuse, National Institutes of Health, Bethesda, MD, USA
| | - Rong Xu
- Center for Artificial Intelligence in Drug Discovery, Case Western Reserve University School of Medicine, Cleveland, OH, USA
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Zhang L, Jiang HY, Liu WJ. Anti-seizure medication exposure and the risk of dementia: A meta-analysis of observational studies. Front Neurol 2023; 14:1133816. [PMID: 37034066 PMCID: PMC10073491 DOI: 10.3389/fneur.2023.1133816] [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: 12/29/2022] [Accepted: 02/28/2023] [Indexed: 04/11/2023] Open
Abstract
Objective There is growing evidence of a relationship between anti-seizure medication (ASM) use and the risk of dementia. This study examined this association using a meta-analysis approach. Methods PubMed, EMBASE, and Cochrane Library were systematically searched for peer-reviewed observational studies published up to February 2023. Study quality was evaluated using the Newcastle-Ottawa Scale, and an overall odds ratio (OR) was pooled using fixed or random-effects models. Results The analysis included 9 publications with 10 studies. The results showed that overall ASM exposure was associated with an increased risk of dementia [OR: 1.09, 95% confidence interval (CI): 1.03-1.15; P = 0.003] in general population. However, this association disappeared (OR: 1.02, 95% CI: 0.97-1.07; P = 0.361) when the study data adjusted for drug indications were pooled. Subgroup analysis based on individual drugs found only a positive association among those exposed to valproate, carbamazepine, and clonazepam. Furthermore, an increased risk was found in patients with bipolar disorder exposed to ASMs (OR: 1.43, 95% CI: 1.07-1.92; P = 0.015). Conclusions The statistically significant association between ASM and dementia in general population may be driven by unmeasured confounding or several individual first-generation ASMs. However, a higher risk of dementia was observed among bipolar disorder patients treated with ASMs. Given the few included studies and evidence of high heterogeneity, further larger, prospective studies that control for important confounders are needed to verify our findings.
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Affiliation(s)
- Lei Zhang
- Psychosomatic Department, Hangzhou Traditional Chinese Medicine Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Hai-Yin Jiang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Wen-Juan Liu
- Affiliated Mental Health Center & Hangzhou Seventh People's Hospital, Zhejiang University School of Medicine, Hangzhou, China
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Wang L, Volkow ND, Berger NA, Davis PB, Kaelber DC, Xu R. Association of COVID-19 with endocarditis in patients with cocaine or opioid use disorders in the US. Mol Psychiatry 2023; 28:543-552. [PMID: 36510003 PMCID: PMC9918660 DOI: 10.1038/s41380-022-01903-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 11/05/2022] [Accepted: 11/21/2022] [Indexed: 12/15/2022]
Abstract
The incidence of endocarditis in the US is increasing, driven in part by the rise in intravenous drug use, mostly opioids and stimulant drugs (cocaine and methamphetamine). Recent reports have documented that individuals with COVID-19 are at increased risk for cardiovascular diseases. However, it is unknown whether COVID-19 is associated with increased risk for endocarditis in patients with opioid or stimulant use disorders. This is a retrospective cohort study based on a nationwide database of electronic health records (EHRs) of 109 million patients in the US, including 736,502 patients with a diagnosis of opioid use disorder (OUD) and 379,623 patients with a diagnosis of cocaine use disorder (CocaineUD). Since Metamphetamine use disorder is not coded we could not analyze it. We show that the incidence rate of endocarditis among patients with OUD or CocaineUD significantly increased from 2011 to 2022 with acceleration during 2021-2022. COVID-19 was associated with increased risk of new diagnosis of endocarditis among patients with OUD (HR: 2.23, 95% CI: 1.92-2.60) and with CocaineUD (HR: 2.24, 95% CI: 1.79-2.80). Clinically diagnosed COVID-19 was associated with higher risk of endocarditis than lab-test confirmed COVID-19 without clinical diagnosis. Hospitalization within 2 weeks following COVID-19 infection was associated with increased risk of new diagnosis of endocarditis. The risk for endocarditis did not differ between patients with and without EHR-recorded vaccination. There were significant racial and ethnic differences in the risk for COVID-19 associated endocarditis, lower in blacks than in whites and lower in Hispanics than in non-Hispanics. Among patients with OUD or CocaineUD, the 180-day hospitalization risk following endocarditis was 67.5% in patients with COVID-19, compared to 58.7% in matched patients without COVID-19 (HR: 1.21, 95% CI: 1.07-1.35). The 180-day mortality risk following the new diagnosis of endocarditis was 9.2% in patients with COVID-19, compared to 8.0% in matched patients without COVID-19 (HR: 1.16, 95% CI: 0.83-1.61). This study shows that COVID-19 is associated with significantly increased risk for endocarditis in patients with opioid or cocaine use disorders. These results highlight the need for endocarditis screening and for linkage to infectious disease and addiction treatment in patients with opioid or cocaine use disorders who contracted COVID-19. Future studies are needed to understand how COVID-19 damages the heart and the vascular endothelium among people who misuse opioids or cocaine (presumably also methamphetamines).
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Affiliation(s)
- Lindsey Wang
- Center for Science, Health, and Society, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Nora D Volkow
- National Institute on Drug Abuse, National Institutes of Health, Bethesda, MD, USA.
| | - Nathan A Berger
- Center for Science, Health, and Society, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Pamela B Davis
- Center for Community Health Integration, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - David C Kaelber
- The Center for Clinical Informatics Research and Education, The MetroHealth System, Cleveland, OH, USA
| | - Rong Xu
- Center for Artificial Intelligence in Drug Discovery, Case Western Reserve University School of Medicine, Cleveland, OH, USA.
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Wang L, Davis PB, Berger NA, Kaelber DC, Volkow ND, Xu R. Disruption in seasonality, patient characteristics and disparities of respiratory syncytial virus infection among young children in the US during and before the COVID-19 pandemic: 2010-2022. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2022:2022.11.29.22282887. [PMID: 36482981 PMCID: PMC9727767 DOI: 10.1101/2022.11.29.22282887] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Respiratory syncytial virus (RSV) infections and hospitalization have surged sharply among young children. Here we test how the seasonal patterns of RSV infections in 2022 compared with those from other COVID-19 pandemic and pre-pandemic years. For this purpose, we analyzed a nation-wide and real-time database of electronic health records of 56 million patients across 50 states in the US. The monthly incidence rate of first-time RSV infection in young children (<5 years of age) and very young children (<1 year of age) followed a seasonal pattern from 2010 to 2019 with increases during the autumn, peaking in winter, subsiding in spring and summer. This seasonal pattern was significantly disrupted during the COVID-19 pandemic. In 2020, the incidence rate of RSV infections was remarkably low throughout the year. In 2021, the RSV season expanded to 9 months starting in the early summer and peaking in October. In 2022, RSV infections started to rise in May and were significantly higher than in previous years reaching a historically highest incidence rate in November 2022. There were significant racial and ethnic disparities in the peak RSV infection rate during 2010-2021 and the disparities further exacerbated in 2022 with peak incidence rate in black and Hispanic children 2-3 times that in white children. Among RSV-infected children in 2022, 19.2% had prior documented COVID-19 infection, significantly higher than the 9.7% among uninfected children, suggesting that prior COVID-19 could be a risk factor for RSV infection or that there are common risk factors for both viral infections. Our study calls for continuous monitoring of RSV infection in young children alongside its clinical outcomes and for future work to assess potential COVID-19 related risk factors.
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Affiliation(s)
- Lindsey Wang
- Center for Science, Health, and Society, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Pamela B. Davis
- Center for Community Health Integration, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Nathan A. Berger
- Center for Science, Health, and Society, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - David C. Kaelber
- The Center for Clinical Informatics Research and Education, The MetroHealth System, Cleveland, OH, USA
| | - Nora D. Volkow
- National Institute on Drug Abuse, National Institutes of Health, Bethesda, MD, USA
| | - Rong Xu
- Center for Artificial Intelligence in Drug Discovery, Case Western Reserve University School of Medicine, Cleveland, OH, USA
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Time Trend and Association of Early-Onset Colorectal Cancer with Diverticular Disease in the United States: 2010-2021. Cancers (Basel) 2022; 14:cancers14194948. [PMID: 36230874 PMCID: PMC9563394 DOI: 10.3390/cancers14194948] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 10/02/2022] [Accepted: 10/07/2022] [Indexed: 11/18/2022] Open
Abstract
Purpose: To examine time trends of incidence rates of EOCRC from 2010 to 2021 among patients with and without diverticular disease and to examine whether diverticular disease is associated with increased risk of EOCRC. Methods: This is a retrospective cohort study of 46,179,351 young adults aged 20−49, including 298,117 with diverticular disease. We examined yearly incidence rate of first diagnosis of EOCRC from 2010 through 2021 among patients with and without diverticular disease. The 5-year risk of EOCRC among patients with pre-existing diverticular disease was compared to propensity-matched patients without diverticular disease and EOCRC and odds ratio (OR) and 95% confidence interval (CI) were calculated. Results: The yearly incidence rate of new diagnosis of EOCRC (measured as new cases per 100,000 people per year) in young adults with pre-existing diverticular disease increased from 100 in 2010 to 402 in 2021, 4−6 times higher than in those without diverticular disease (24 in 2010 to 77 in 2021) (p < 0.001). Patients with diverticular disease were at higher risk for EOCRC than those without (OR: 1.76, 95% CI: 1.40−2.32). Conclusion: The incidence of EOCRC continuously increased from 2010 through 2021 in patients with and without diverticular disease and was 4−6 times higher among patients with diverticular disease. Patients with pre-existing diverticular disease were at a significantly increased risk for EOCRC.
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