Drug-induced Adverse Events

Predicting Drug Blood-Brain Barrier Penetration with Adverse Event Report Embeddings

Tue, 2023-05-02 06:00

AMIA Annu Symp Proc. 2023 Apr 29;2022:1163-1172. eCollection 2022.

ABSTRACT

Adverse event reports (AER) are widely used for post-market drug safety surveillance and drug repurposing, with the assumption that drugs with similar side-effects may have similar therapeutic effects also. In this study, we used distributed representations of drugs derived from the Food and Drug Administration (FDA) AER system using aer2vec, a method of representing AER, with drug embeddings emerging from a neural network trained to predict the probability of adverse drug effects given observed drugs. We combined these representations with molecular features to predict permeability of the blood-brain barrier to drugs, a prerequisite to their application to treat conditions of the central nervous system. Across multiple machine learning classifiers, the addition of distributed representations improved performance over prior methods using drug-drug similarity estimates derived from discrete representations of AER system data. Embedding-based approaches outperformed those using discrete statistics, with improvements in absolute AUC of 5% and 9%, corresponding to improvements of 9% and 13% over performance with molecular features only. Performance was retained when reducing embedding dimensions from 500 to 6, indicating that they are neither attributable to overfitting, nor to a difference in the number of trainable parameters. These results indicate that aer2vec distributed representations carry information that is valuable for drug repurposing.

PMID:37128462 | PMC:PMC10148361

Categories: Literature Watch

Hierarchy-aware Adverse Reaction Embeddings for Signal Detection

Tue, 2023-05-02 06:00

AMIA Annu Symp Proc. 2023 Apr 29;2022:596-605. eCollection 2022.

ABSTRACT

Post-market drug surveillance monitors new and evolving treatments for their effectiveness and safety in real-world conditions. A large amount of drug safety surveillance data is captured by spontaneous reporting systems such as the FAERS. Developing automated methods to identify actionable safety signals from these databases is an active area of research. In this paper, we propose two novel network representation learning methods (HARE and T-HARE) for signal detection that jointly utilize association information between drugs and medical outcomes from the FAERS and ancestral information in medical ontologies. We evaluate these methods using two publicly available reference datasets, EU-ADR and OMOP corpus. Experimental results showed that the proposed methods significantly outper-formed standard methodologies based on disproportionality metrics and the existing state-of-the-art aer2vec method with statistically significant improvements on both EU-ADR and OMOP datasets. Through quantitative and qualitative analysis, we demonstrate the potential of the proposed methods for effective signal detection.

PMID:37128452 | PMC:PMC10148317

Categories: Literature Watch

Application of Causal Discovery Algorithms in Studying the Nephrotoxicity of Remdesivir Using Longitudinal Data from the EHR

Tue, 2023-05-02 06:00

AMIA Annu Symp Proc. 2023 Apr 29;2022:1227-1236. eCollection 2022.

ABSTRACT

Remdesivir has been widely used for the treatment of Coronavirus (COVID) in hospitalized patients, but its nephrotoxicity is still under investigation1. Given the paucity of knowledge regarding the mechanism and optimal treatment of the development of acute kidney injury (AKI) in the setting of COVID, we analyzed the role of remdesivir and built multifactorial causal models of COVID-AKI by applying causal discovery machine learning techniques. Risk factors of COVID-AKI and renal function measures were represented in a temporal sequence using longitudinal data from EHR. Our models successfully recreated known causal pathways to changes in renal function and interactions with each other and examined the consistency of high-level causal relationships over a 4-day course of remdesivir. Results indicated a need for assessment of renal function on day 2 and 3 use of remdesivir, while uncovering that remdesivir may pose less risk to AKI than existing conditions of chronic kidney disease.

PMID:37128413 | PMC:PMC10148284

Categories: Literature Watch

Clinical Data Repositories: Primary Sources of Drug-to-Drug Interaction Detection and Risk Assessment

Tue, 2023-05-02 06:00

AMIA Annu Symp Proc. 2023 Apr 29;2022:625-633. eCollection 2022.

ABSTRACT

Background: Polypharmacy can be a source of adverse drug events including those caused by drug to drug interaction (DDI) exposures. Web-based DDI databases are available to researchers for the identification of potential DDI exposures. Rather than relying on potentially incomplete DDI databases, large clinical data repositories (CDR) which are integrated data sources fed with millions of heterogeneous electronic health records (EHRs) containing real-world data should be leveraged for data driven DDI identification. Objective: To explore and validate the viability of clinical data repositories as data driven resources for clinically important adverse drug events detection and surveillance. Methods: This work leverages a minimum clinical data set from the University of Minnesota's CDR to identify drugs that have statin to drug interaction (SDI) potential and compares the findings with results of web based DDI databases. Using an SDI identification matrix, we identified several potential novel SDI drugs that were not mentioned in the web-based sources but explored through our study as drugs with SDI potential. Results: Drugs flagged by our SDI identification matrix but not mentioned in the web-based sources include Lysine, Ketotifen, Latanoprost, Methylcellulose, Oxazepam, Linseed Oil, and others. Conclusion: Our findings identified potential gaps regarding the completeness, currency, and overall reliability of open source and commercial DDI databases. CDRs can be a primary source for identifying drug to drug interactions. Keywords: clinical data repository, drug to drug interaction databases, drug to drug interaction, statin to drug interaction, polypharmacy, statin to drug interaction identification matrix, adverse drug event, statin.

PMID:37128384 | PMC:PMC10148339

Categories: Literature Watch

Predicting the risk of acute kidney injury in primary care: derivation and validation of STRATIFY-AKI

Tue, 2023-05-02 06:00

Br J Gen Pract. 2023 Feb 1:BJGP.2022.0389. doi: 10.3399/BJGP.2022.0389. Online ahead of print.

ABSTRACT

BACKGROUND: Antihypertensives reduce the risk of cardiovascular disease but are also associated with harms including acute kidney injury (AKI). Few data exist to guide clinical decision making regarding these risks.

AIM: To develop a prediction model estimating the risk of AKI in people potentially indicated for antihypertensive treatment.

DESIGN AND SETTING: Observational cohort study using routine primary care data from the Clinical Practice Research Datalink (CPRD) in England.

METHOD: People aged ≥40 years, with at least one blood pressure measurement between 130 mmHg and 179 mmHg were included. Outcomes were admission to hospital or death with AKI within 1, 5, and 10 years. The model was derived with data from CPRD GOLD (n = 1 772 618), using a Fine-Gray competing risks approach, with subsequent recalibration using pseudo-values. External validation used data from CPRD Aurum (n = 3 805 322).

RESULTS: The mean age of participants was 59.4 years and 52% were female. The final model consisted of 27 predictors and showed good discrimination at 1, 5, and 10 years (C-statistic for 10-year risk 0.821, 95% confidence interval [CI] = 0.818 to 0.823). There was some overprediction at the highest predicted probabilities (ratio of observed to expected event probability for 10-year risk 0.633, 95% CI = 0.621 to 0.645), affecting patients with the highest risk. Most patients (>95%) had a low 1- to 5-year risk of AKI, and at 10 years only 0.1% of the population had a high AKI and low CVD risk.

CONCLUSION: This clinical prediction model enables GPs to accurately identify patients at high risk of AKI, which will aid treatment decisions. As the vast majority of patients were at low risk, such a model may provide useful reassurance that most antihypertensive treatment is safe and appropriate while flagging the few for whom this is not the case.

PMID:37130615 | DOI:10.3399/BJGP.2022.0389

Categories: Literature Watch

Celastrol-loaded biomimetic nanodrug ameliorates APAP-induced liver injury through modulating macrophage polarization

Tue, 2023-05-02 06:00

J Mol Med (Berl). 2023 May 2. doi: 10.1007/s00109-023-02321-8. Online ahead of print.

ABSTRACT

Drug-induced liver injury (DILI) is a major concern in clinical treatment as well as postmarketing surveillance, showing an urgent requirement for the development of protective medications. Celastrol (Cel), a highly active natural product extracted from the roots of Tripterygium wilfordii, has a potential liver protective activity due to its antioxidant and anti-inflammatory effects. However, the further application of Cel to DILI remains a challenge because of its short half-life, low solubility, and toxic side effects. Herein, we developed a Cel-loaded biomimetic nanodrug based on erythrocyte membrane vesicles (EMV) for protecting the liver from acetaminophen (APAP)-induced liver injury. The Cel-loaded EMV (C-EMV) with lower cytotoxicity had a well-sustained release effect and exhibited excellent ability for liver accumulation under physiological and pathological conditions. By suppressing the inflammatory response of pro-inflammatory macrophage M1 polarization while stimulating anti-inflammatory macrophage M2 polarization, C-EMV could significantly alleviate the primary pathological manifestations related to liver injury, including aberrant elevation of biochemical indicators, histopathological alterations, neutrophil infiltration as well as hepatocyte DNA fragmentation. The macrophage depletion experiment further demonstrated that the protective effect of C-EMV on APAP-induced liver injury appeared to be dependent on hepatic macrophages. Therefore, C-EMV as a biomimetic nanodrug exhibits great potential for attenuating the progress of DILI, providing a new approach to protecting the liver from DILI as well as other liver inflammatory diseases through a targeted nanodelivery system. KEY MESSAGES: EMV biomimetic nanocarrier has good monodispersity and sustained-release property. EMV biomimetic nanocarrier displays excellent liver-targeting capability under physiological and pathological conditions. C-EMV biomimetic nanodrug with lower cytotoxicity regulates macrophage polarization in vitro and in vivo. C-EMV biomimetic nanodrug can significantly alleviate APAP-induced liver injury. The protective effect of C-EMV on APAP-induced liver injury is dependent on hepatic macrophages.

PMID:37129620 | DOI:10.1007/s00109-023-02321-8

Categories: Literature Watch

Endocrinopathies from checkpoint inhibitors: Incidence, outcomes, and management

Mon, 2023-05-01 06:00

Cleve Clin J Med. 2023 May 1;90(5):307-317. doi: 10.3949/ccjm.90a.22032.

ABSTRACT

Immune checkpoint inhibitors are used more and more to treat several types of cancer, significantly extending cancer-free survival. However, concerns are growing about their toxic effects, which are many and varied. Endocrinopathies are some of the most frequently reported adverse effects, and thyroid dysfunction is the most common of these. Here, we review the incidence and severity of each immune checkpoint inhibitor-related endocrinopathy, possible factors related to toxicity risk, and principles of management.

PMID:37127339 | DOI:10.3949/ccjm.90a.22032

Categories: Literature Watch

Valproic Acid-Associated Hyperammonemia: A Systematic Review

Mon, 2023-05-01 06:00

J Clin Psychopharmacol. 2023 May-Jun 01;43(3):283-294. doi: 10.1097/JCP.0000000000001689.

ABSTRACT

BACKGROUND: Hyperammonemia is an adverse effect that poses clinical uncertainty around valproic acid (VPA) use. The prevalence of symptomatic and asymptomatic hyperammonemia and its relationship to VPA concentration is not well established. There is also no clear guidance regarding its management. This results in variability in the monitoring and treatment of VPA-induced hyperammonemia. To inform clinical practice, this systematic review aims to summarize evidence available around VPA-associated hyperammonemia and its prevalence, clinical outcomes, and management.

METHODS: An electronic search was performed through Ovid MEDLINE, Ovid Embase, Web of Science, and PsycINFO using search terms that identified hyperammonemia in patients receiving VPA. Two reviewers independently performed primary title and abstract screening with a third reviewer resolving conflicting screening results. This process was repeated during the full-text review process.

RESULTS: A total of 240 articles were included. Prevalence of asymptomatic hyperammonemia (5%-73%) was higher than symptomatic hyperammonemia (0.7%-22.2%) and occurred within the therapeutic range of VPA serum concentration. Various risk factors were identified, including concomitant medications, liver injury, and defects in carnitine metabolism. With VPA discontinued, most symptomatic patients returned to baseline mental status with normalized ammonia level. There was insufficient data to support routine monitoring of ammonia level for VPA-associated hyperammonemia.

CONCLUSIONS: Valproic acid-associated hyperammonemia is a common adverse effect that may occur within therapeutic range of VPA. Further studies are required to determine the benefit of routine ammonia level monitoring and to guide the management of VPA-associated hyperammonemia.

PMID:37126830 | DOI:10.1097/JCP.0000000000001689

Categories: Literature Watch

Occurrence of intraocular hemorrhages under monotherapy or combination therapy of antiplatelets and anticoagulants using the Japanese Adverse Drug Event Report database

Mon, 2023-05-01 06:00

J Pharm Pharm Sci. 2023 Apr 12;26:11263. doi: 10.3389/jpps.2023.11263. eCollection 2023.

ABSTRACT

Purpose: An intraocular hemorrhage is an adverse event that can lead to visual acuity impairment. Antithrombotic therapy with antiplatelet agents and anticoagulants may increase intraocular hemorrhage. However, since their frequency is low, studies on the risk of intraocular hemorrhage with these drugs, especially under combination therapy, are limited. This study aimed to investigate the occurrence of intraocular hemorrhages under monotherapy and combination therapy with antiplatelets and anticoagulants by analyzing a large pharmacovigilance database. Methods: Intraocular hemorrhage signals with oral antiplatelets and anticoagulants were evaluated by calculating reporting odds ratios and information components using the Japan Adverse Drug Reactions Report database from April 2004 to March 2022. In addition, differences in signals between younger and elderly patients, affecting factors, and time-to-onset from initial antiplatelet and anticoagulant treatments were analyzed. Results: Aspirin, clopidogrel, warfarin, apixaban, and rivaroxaban, but not ticagrelor, ticlopidine, prasugrel, dabigatran, and edoxaban showed intraocular hemorrhage signals under monotherapy. In combination therapy, dual therapy (aspirin + P2Y12 inhibitors, warfarin, direct oral anticoagulants, and P2Y12 inhibitors + warfarin) and triple therapy (aspirin + P2Y12 inhibitors + warfarin) resulted in intraocular hemorrhage signals. Intraocular hemorrhage signals were observed in younger patients receiving monotherapy with aspirin and in elderly patients receiving monotherapy and combination therapy with warfarin. Affecting factors were diabetes mellitus in patients with prasugrel, use of medications for intravitreal injections, and posterior sub-Tenon injections with some antiplatelets and anticoagulants. The median period of intraocular hemorrhage occurrence after starting monotherapy with aspirin, clopidogrel, warfarin, or rivaroxaban was within 90 days. Conclusion: In addition to monotherapy with several antiplatelets and anticoagulants, combination therapy using aspirin, P2Y12 inhibitors, and warfarin has the potential risk of intraocular hemorrhage. Particular attention should be paid to the occurrence of intraocular hemorrhages in younger patients taking aspirin, in elderly patients taking warfarin, and within the first 90 days of antiplatelet and anticoagulant use.

PMID:37122387 | PMC:PMC10130193 | DOI:10.3389/jpps.2023.11263

Categories: Literature Watch

A Systematic Review and Meta-Analysis of Tuberculous Preventative Therapy Adverse Events

Mon, 2023-05-01 06:00

Clin Infect Dis. 2023 May 1:ciad246. doi: 10.1093/cid/ciad246. Online ahead of print.

ABSTRACT

BACKGROUND: Tuberculosis preventive therapy (TPT) is a key part of the WHO's end TB strategy. However, the occurrence of potentially serious adverse events (AE) is a limitation of TPT regimens. We conducted a systemic review and metanalysis to estimate the incidence of AE and hepatotoxicity with various TPT regimens to help inform clinical decision making.

METHODS: We searched MEDLINE, Cochrane, Health Star and EMBASE from 1952 to April 2021 for studies reporting AE associated with TPT. Included studies reported AE stratified by regimen and provided the number of participants receiving each regimen. We used a random-effect model to meta-analyze the cumulative incidence of AE.

RESULTS: We included 175 publications describing TPT-related AE in 277 cohorts. Among adults, the incidence of any AE, and hepatotoxicity leading to drug discontinuation was 3.7% and 1.1% respectively, compared to 0.4% and 0.02% respectively in children. The highest incidence of any AE, and AE leading to drug discontinuation was with 3 months isoniazid and rifapentine (3HP) and the lowest was with 4 months rifampin (4R). 4R also had the lowest incidence of hepato-toxic AE and drug discontinuation due to hepato-toxic AE. 3HP also had a low incidence of hepato-toxic AE.

CONCLUSIONS: Although our study was limited by variability in methods and quality of AE reporting in the studies reviewed, pediatric populations had a very low incidence of AE with all TPT regimens reviewed. In adults, compared to mono-H regimens all rifamycin-based regimens were safer, although 4R had the lowest incidence of TPT-related AE of all types and of hepatotoxicity.

PMID:37125482 | DOI:10.1093/cid/ciad246

Categories: Literature Watch

Unraveling the Secrets Behind the Multidrug-Resistant Tuberculosis Treatment Outcome in Chronic Renal Failure Patients Requiring Hemodialysis: A Systematic Review

Mon, 2023-05-01 06:00

Cureus. 2023 Mar 28;15(3):e36833. doi: 10.7759/cureus.36833. eCollection 2023 Mar.

ABSTRACT

Multidrug-resistant/rifampicin-resistant tuberculosis (MDR/RR TB) is a global concern, with 450,000 new cases and 191,000 deaths in 2021. TB and chronic kidney disease (CKD) have been associated since 1974, with suggested explanations such as oxidative stress, malnutrition, dysfunction in vitamin D metabolism, and a compromised cell-mediated immune response. End-stage renal failure patients are more likely to acquire drug resistance due to poor adherence, adverse drug reactions, and inappropriate dose adjustment. We then aim to evaluate the therapeutic outcome of multidrug-resistant TB of the lungs in patients who require hemodialysis in terms of successful treatment (cured and treatment completed) and the associated factors for a favorable outcome. Our secondary goal is to identify unfavorable treatment outcomes (treatment failed, patient died, or patient lost to follow-up) and the underlying associated factors. We conformed to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 Guidelines for this systematic review. We included adults (>19 years old) with chronic kidney disease who needed hemodialysis and had microbiologically confirmed multidrug-resistant pulmonary TB, excluding patients who had a renal allograft transplant, were on peritoneal dialysis, had extrapulmonary TB, were children and pregnant patients. We searched PubMed, MEDLINE, PubMed Central, ScienceDirect, Public Library of Science (PLOS), and Google Scholar. Keywords were combined with the Boolean "AND" operator to gather results as well as the medical subject heading (MeSH) search strategy. After screening study articles by reading their titles and abstracts, the following tools were used to assess the risk of bias: the Newcastle-Ottawa scale for observational studies, the Assessment of Multiple Systematic Reviews (AMSTAR) checklist for systematic reviews, and the Joanna Briggs Institute (JBI) assessment tool for case reports. Primary and secondary outcomes were assessed, and a conclusion was made. We gathered 21,570 studies from the databases between 2013 and 2023, with 30,062 total participants. There were eight eligible studies for review. Patients with CKD, particularly those on dialysis, are at increased risk of TB due to a combination of factors that contribute to immunosuppression. TB reactivation is common in chronic renal failure patients. Diagnostic samples such as sputum and pleural fluid had lower sensitivity rates compared to tissue samples, which led to delays in diagnosis and treatment and, most importantly, contributed to drug resistance. All new dialysis patients should undergo interferon-gamma release assay testing. TB-infected patients with severe renal disease (eGFR 30 ml/min) had increased morbidity and mortality; however, the use of directly observed treatment, short-course (DOTS), and renal-dose adjustment of anti-TB medications significantly reduced these risks. Drug-induced hepatitis and cutaneous reactions were common adverse effects of anti-TB medications. A therapeutic drug monitoring guideline is required to reduce these adverse events and even mortality. Additional research is required to assess the safety and efficacy of therapeutic regimens, as well as their outcomes, in this population with multidrug-resistant TB.

PMID:37123717 | PMC:PMC10147484 | DOI:10.7759/cureus.36833

Categories: Literature Watch

Analysis of Appendicitis Cases in the Japanese Adverse Drug Event Report (JADER) Database

Sun, 2023-04-30 06:00

Biol Pharm Bull. 2023;46(5):655-660. doi: 10.1248/bpb.b22-00670.

ABSTRACT

Appendicitis is one of the most common abdominal surgical emergencies worldwide; however, its causes remain poorly understood. The Japanese Adverse Drug Event Report (JADER) database is a spontaneous reporting system (SRS) that can be utilized to analyze the safety signals of adverse events. In this study, we investigated the association between drug use and the onset of appendicitis using the JADER database. We first used the reporting odds ratio (ROR) as the signal and found signals for appendicitis, perforated appendicitis, and complicated appendicitis for 23, 9, and 1 drug, respectively. To investigate the level of hazard over time in drug-associated appendicitis, the Weibull shape parameter β was calculated using a Weibull plot, which revealed drug-dependent patterns for changes in the risk of appendicitis over time for the eight drugs. Furthermore, logistic regression analysis was performed to account for the influence of age, sex, and primary disease, and a significant association was detected between two drugs and appendicitis. Several types of drugs, such as antitumor, antirheumatic, and anti-inflammatory drugs, were included in our analyses; however, only clozapine, which is used for patients with schizophrenia, was commonly identified in these analyses. The resulting data suggest that certain drugs may be associated with appendicitis and may require adequate attention.

PMID:37121692 | DOI:10.1248/bpb.b22-00670

Categories: Literature Watch

Safety, hesitancy of coronavirus disease 2019 vaccination and pandemic burden in patients with inflammatory bowel disease: data of a national study (ESCAPE-IBD)

Fri, 2023-04-28 06:00

Eur J Gastroenterol Hepatol. 2023 Jun 1;35(6):629-634. doi: 10.1097/MEG.0000000000002550. Epub 2023 Apr 4.

ABSTRACT

BACKGROUND AND AIMS: The purpose of this study was to present data on the safety of anti- severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) vaccination in a cohort of inflammatory bowel disease (IBD) patients of an ongoing multicenter study (ESCAPE-IBD) sponsored by the Italian Group for the study of Inflammatory Bowel Disease (ClinicalTrials.gov Identifier: NCT04769258).

METHODS: Anti-SARS-CoV-2 vaccination was administrated to 809 IBD patients. Interviews were conducted to report adverse events related to vaccination. Of these 809, 346 patients were surveyed on the pandemic burden and the main reason for hesitancy in coronavirus disease 2019 vaccination. The chi-square test was used to compare categorical variables. Logistic regression was used to assess the relationship between disease-related characteristics and the onset of adverse events.

RESULTS: About 45% of patients had at least one side effect, following the first dose (10%), the second (15%), and both doses (19%). All the adverse events were mild and lasted only a few days. Logistic regression analysis revealed that female sex ( P < 0.001), younger age ( P = 0.001), seroconversion ( P = 0.002), and comorbidity ( P < 0.001) were significantly associated with adverse events. The survey showed that the main concerns were the possibility of adverse event (33%). Almost all patients (99%) felt safer having been vaccinated at their IBD reference center.

CONCLUSION: The vaccine reactions experienced in IBD patients were mostly self-limited. We found high acceptance and good safety of SARS-CoV-2 vaccination in our cohort.

PMID:37115976 | DOI:10.1097/MEG.0000000000002550

Categories: Literature Watch

Knowledge, attitude, behaviour, and influencing factors of home-based medication safety among community-dwelling older adults with chronic diseases: a cross-sectional study

Fri, 2023-04-28 06:00

BMC Geriatr. 2023 Apr 28;23(1):256. doi: 10.1186/s12877-023-03966-3.

ABSTRACT

BACKGROUND: Older adults with chronic diseases require long-term medication. However, due to lack of drug knowledge and hypomnesia, older adults with chronic diseases are prone to adverse drug events and increased medical costs. This study aimed to explore the status and influencing factors of home-based medication safety among community-dwelling older adults with chronic diseases in China to provide a basis for follow-up to conduct targeted health education.

METHODS: Overall, 427 community-dwelling older adults with chronic diseases participated in this study. The Knowledge, Attitude, and Behaviour of Medication Safety among Older Adults with Chronic Diseases Questionnaire was used to assess their home-based medication safety. Multivariate linear regression was used to identify the factors influencing knowledge, attitude, and behaviour regarding medication safety.

RESULTS: The average score of home-based medication safety among older adults with chronic diseases was 68.26 ± 8.96, indicating that they had a moderate grasp of medication safety. The scoring rate of each subscale was ranked from high to low as follows: behaviour (84.51%), knowledge (63.33%), and attitude (47.39%). Stepwise linear regression analysis showed that medication safety knowledge, attitudes, and behaviours were significantly associated with higher monthly income, adverse drug events, and taking medicine several times a day (p < 0.05). Additional influencing factors included having fewer chronic diseases, being female, higher educational attainment, taking medicines multiple kinds a day, better self-care ability, and non-hospitalisation for chronic illnesses (p < 0.05).

CONCLUSION: Medical staff and community workers should pay attention to the drug safety of older adults with different characteristics and mobilise their enthusiasm for participation to improve their medication self-management ability.

TRIAL REGISTRATION: Chinese Clinical Trial Register: ChiCTR2200060987 ; reg. date: 15/06/2022.

PMID:37118686 | DOI:10.1186/s12877-023-03966-3

Categories: Literature Watch

Predicting drug adverse effects using a new Gastro-Intestinal Pacemaker Activity Drug Database (GIPADD)

Fri, 2023-04-28 06:00

Sci Rep. 2023 Apr 28;13(1):6935. doi: 10.1038/s41598-023-33655-5.

ABSTRACT

Electrical data could be a new source of big-data for training artificial intelligence (AI) for drug discovery. A Gastro-Intestinal Pacemaker Activity Drug Database (GIPADD) was built using a standardized methodology to test drug effects on electrical gastrointestinal (GI) pacemaker activity. The current report used data obtained from 89 drugs with 4867 datasets to evaluate the potential use of the GIPADD for predicting drug adverse effects (AEs) using a machine-learning (ML) approach and to explore correlations between AEs and GI pacemaker activity. Twenty-four "electrical" features (EFs) were extracted using an automated analytical pipeline from the electrical signals recorded before and after acute drug treatment at three concentrations (or more) on four-types of GI tissues (stomach, duodenum, ileum and colon). Extracted features were normalized and merged with an online side-effect resource (SIDER) database. Sixty-six common AEs were selected. Different algorithms of classification ML models, including Naïve Bayes, discriminant analysis, classification tree, k-nearest neighbors, support vector machine and an ensemble model were tested. Separated tissue models were also tested. Averaging experimental repeats and dose adjustment were performed to refine the prediction results. Random datasets were created for model validation. After model validation, nine AEs classification ML model were constructed with accuracy ranging from 67 to 80%. EF can be further grouped into 'excitatory' and 'inhibitory' types of AEs. This is the first time drugs are being clustered based on EF. Drugs acting on similar receptors share similar EF profile, indicating potential use of the database to predict drug targets too. GIPADD is a growing database, where prediction accuracy is expected to improve. The current approach provides novel insights on how EF may be used as new source of big-data in health and disease.

PMID:37117211 | DOI:10.1038/s41598-023-33655-5

Categories: Literature Watch

Immunotherapy with Autoimmune Complication in Renal Cancer

Fri, 2023-04-28 06:00

J Assoc Physicians India. 2023 Jan;71(1):1.

ABSTRACT

INTRODUCTION: Newer modalities like immunotherapy with checkpoint inhibitors are widely being used in oncology. Complete remission with immunotherapy comes along with immune related adverse effects which warrant prompt diagnosis and treatment. Below is a case metastatic RCC treated with pembrolizumab, humanized monoclonal antibody to programmed cell death receptor with autoimmune complications during therapy and subsequent complete remission after re-challenge.

MATERIALS: 72 year old gentleman with background history of diabetes mellitus, hypertension presented with complaints of hematuria and neck pain. Upon evaluation, found to have RCC with metastasis to lungs and left occipital condyle. Patient underwent excision nd prosthesis for unstable atlanto-occipital joint, left nephrectomy for malignant focus in left kidney. He was then started on immunotherapy, inj. pembrolizumab +tab. axitinib.

RESULT: After three cycles of immunotherapy, patient presented with easy fatigability, weakness and drowsiness. Baseline TSH and liver functions were normal. Investigations revealed high TSH and transaminitis. Autoimmune hepatitis was treated with steroids and oral levothyroxine was started for autoimmune thyroiditis. Patient improved with treatment and immunotherapy was re-challenged. After 12 cycles of pembrolizumab, review PET-CT scan showed no lung lesions and complete metabolic response.

CONCLUSION: Immunotherapy has very good results in advance malignancies. It has unique side effects of auto immune phenomenon. Therapy can be re-challenged if its complications of autoimmune adverse events are diagnosed and treated promptly. References Nagra NK, Siddique A, Singhvi G, et al. S2684 pembrolizumab induced hepatitis: a severe complication effectively treated with steroids. Am J Gastroenterol 2020;115:S1405-S1406. Choueiri TK, Tomczak P, Park SH, et al. Adjuvant pembrolizumab after nephrectomy in renal-cell carcinoma. N Engl J Med 2021;385:683-694.

PMID:37116021

Categories: Literature Watch

Orofacial myofunctional reeducation assisted by a prefabricated reeducation appliance: a systematic review of the literature

Fri, 2023-04-28 06:00

Orthod Fr. 2023 Apr 28;94(1):131-161. doi: 10.1684/orthodfr.2023.126.

ABSTRACT

INTRODUCTION: Several cross-sectional studies have shown the association of a dysfunctional orofacial environment with a greater prevalence of malocclusions. Orofacial myofunctional reeducation (OFMR) is the rehabilitation of the muscles, functions and resting postures of the orofacial complex. It is used in the therapeutic management of orofacial dysfunction in patients of all ages and with a wide range of disorders and comorbidities. RMOF mainly uses isotonic and isometric exercises targeting the oral and oropharyngeal structures, combined with specific exercises for ventilation, swallowing and mastication. It may involve the use of prefabricated reeducation appliances (PRAs), which may also be prescribed to modify the shape and relationship of the dental arches.

OBJECTIVES: The primary objective of this systematic review of the literature was to describe and evaluate the efficacy of prefabricated reeducation appliance-assisted OFMR in orthodontics, occlusodontics and dental sleep medicine. Its secondary objective was to assess whether the use of currently available PRAs is associated with adverse effects.

MATERIALS AND METHODS: The systematic literature review was undertaken using five electronic databases: Medline (via PubMed), Web of Science, Cochrane Library, Embase, and Google Scholar, to identify studies evaluating the efficacy of PRA-assisted OFMR in the treatment of orofacial dysfunctions and parafunctions, temporo-mandibular dysfunction (TMD) or obstructive sleep apnea (OSA) in children, adolescents and adults, published until 20 March 2023. The primary outcome of interest was the therapeutic efficacy of PRA-assisted OFMR. In patients with obstructive sleep apnoea (OSA), efficacy was assessed primarily by a decrease in the apnoea/hypopnoea index (AHI) of at least five episodes per hour from baseline, improvement in subjective sleep quality, sleep quality measured by nocturnal polysomnography and subjectively measured quality of life. In patients with orofacial dysfunctions, parafunctions or TMD, efficacy was assessed mainly by electromyography (EMG), history and clinical examination. Secondary outcomes were dentoalveolar or skeletal improvements, and possible adverse effects of the PRAs used, including adverse effects on occlusion.

RESULTS: Only fourteen studies met all inclusion criteria: two randomised controlled trials, one non-randomised controlled trial, five prospective case-control studies, two retrospective case-control studies, two prospective case series and two retrospective case series. The two randomised controlled trials were assessed as "low risk of bias" according to the Cochrane Back Review Group's 12 risk of bias criteria. The methodological quality of the remaining 12 included studies was assessed using the ROBINS-I tool, according to the recommendations of the Cochrane Handbook. One was judged to have a measured risk of bias, eight a significant risk of bias and three a critical risk of bias. Based on the available evidence, PRA-assisted OFMR results in a statistically significant (p=0.0425) reduction in AHI in children with mild to moderate obstructive sleep apnea. In children with obstructive sleep apnoea undergoing adenoid and/or tonsil surgery, postoperative OFMR combined with a flexible PRA leads to a greater reduction in AHI compared to a control group and an improvement in SaO2 at 6 months and 12 months after surgery (p<0.01). It also contributes to greater improvement in sleep disturbance, physical fitness, daytime lethargy in the treated group than in the control group 6 months and 12 months after surgery (p<0.05). PRA-assisted OFMR provides correction of atypical swallowing and improvement in orofacial muscle balance. GRPs are generally less effective than activators for the treatment of Class II Division 1 malocclusions and appear to cause more adverse effects, mainly vestibuloversion of the mandibular incisors. The use of PRA-assisted OFMR for the management of TMD is not validated by current evidence.

CONCLUSIONS: Published data, albeit of uneven methodological quality, appear to show the superiority of OFMR combined with the use of a PRA, compared with the implementation of OFMR without PRA. Prospective studies with large sample sizes would be useful to better evaluate the new therapeutic possibilities brought by the combination of OFMR with a PRA. Continued attention should be paid to the monitoring of possible adverse effects of PRA-assisted OFMR on the dental arches, especially the vestibuloversion of the mandibular incisors. It might be useful to reflect on the relevance of the arguments put forward by manufacturers about the particularities of their devices and their supposed effects. PRA-assisted OFMR appears to be a necessary paradigm shift , which it seems useful to bring to our patients.

PROTOCOL REGISTRATION: This protocol was registered on March 02, 2023 in the International Prospective Register of Systematic Review (PROSPERO) and received the CRD number: CRD42023400421.

PMID:37114821 | DOI:10.1684/orthodfr.2023.126

Categories: Literature Watch

Attitudes of parents with children aged 12-18 to COVID-19 vaccines for themselves and their children

Fri, 2023-04-28 06:00

Turk J Pediatr. 2023;65(2):194-204. doi: 10.24953/turkjped.2022.762.

ABSTRACT

BACKGROUND: The incidence of vaccine hesitancy is increasing in many countries. This study aims to determine parents` attitudes and related factors regarding COVID-19 vaccine acceptance for themselves and their children aged 12-18.

METHODS: A cross-sectional survey was conducted on parents between 16th November and 31st December 2021, after COVID-19 vaccines were initiated for children in Türkiye. In the survey, the sociodemographic characteristics of the parents, whether they and their children were vaccinated against COVID-19, and if not, the reasons for this were asked. Multivariate binary logistic regression analysis was used to evaluate the factors affecting parents` refusal to vaccinate their children for COVID-19.

RESULTS: Three hundred and ninety-six mothers and fathers were included in the final analysis. Overall, 41.7% of parents reported vaccine refusal for their children. COVID-19 vaccine refusal was higher in mothers younger than 35 (β = 6.5, p = 0.002, 95% CI: 2.0-23.1), children aged 15 and younger (β = 2.3, p = 0.001, 95% CI: 1.4-3.7). Concerns about the side effects of the COVID-19 vaccine (29.7%) and their children not wanting to be vaccinated (29.0%) were the most common causes of COVID-19 vaccine refusal.

CONCLUSIONS: In the present study, the rate of children not vaccinated due to COVID-19 vaccine refusal was relatively high. Parents` concerns about vaccine side effects, as well as their children`s unwillingness to be vaccinated, suggest that both parents and adolescents should be informed about the importance of COVID-19 vaccines.

PMID:37114685 | DOI:10.24953/turkjped.2022.762

Categories: Literature Watch

Effect of Pharmacist-Led Intervention in Elderly Patients through a Comprehensive Medication Reconciliation: A Randomized Clinical Trial

Fri, 2023-04-28 06:00

Yonsei Med J. 2023 May;64(5):336-343. doi: 10.3349/ymj.2022.0620.

ABSTRACT

PURPOSE: Polypharmacy can cause drug-related problems, such as potentially inappropriate medication (PIM) use and medication regimen complexity in the elderly. This study aimed to investigate the feasibility and effectiveness of a collaborative medication review and comprehensive medication reconciliation intervention by a pharmacist and hospitalist for older patients.

MATERIALS AND METHODS: This comprehensive medication reconciliation study was designed as a prospective, open-label, randomized clinical trial with patients aged 65 years or older from July to December 2020. Comprehensive medication reconciliation comprised medication reviews based on the PIM criteria. The discharge of medication was simplified to reduce regimen complexity. The primary outcome was the difference in adverse drug events (ADEs) throughout hospitalization and 30 days after discharge. Changes in regimen complexity were evaluated using the Korean version of the medication regimen complexity index (MRCI-K).

RESULTS: Of the 32 patients, 34.4% (n=11/32) reported ADEs before discharge, and 19.2% (n=5/26) ADEs were reported at the 30-day phone call. No ADEs were reported in the intervention group, whereas five events were reported in the control group (p=0.039) on the 30-day phone call. The mean acceptance rate of medication reconciliation was 83%. The mean decreases of MRCI-K between at the admission and the discharge were 6.2 vs. 2.4, although it was not significant (p=0.159).

CONCLUSION: As a result, we identified the effect of pharmacist-led interventions using comprehensive medication reconciliation, including the criteria of the PIMs and the MRCI-K, and the differences in ADEs between the intervention and control groups at the 30-day follow-up after discharge in elderly patients.

TRIAL REGISTRATION: (Clinical trial number: KCT0005994).

PMID:37114637 | DOI:10.3349/ymj.2022.0620

Categories: Literature Watch

Management of amlodipine-induced ankle oedema

Fri, 2023-04-28 06:00

Ugeskr Laeger. 2023 Apr 17;185(16):V07220460.

ABSTRACT

Pedal oedema is a well-known adverse effect of amlodipine, but significantly less frequent if only half of the maximum recommended dosage is used. Diuretics are ineffective. To cause as few side effects as possible, options for managing are prioritised in this review: Reduce dosage, switch to lercanidipine/lacidipine, switch to another group, add/increase dosage of an ACE-inhibitor/angiotensin II-receptor blocker, administer at night, or switch to verapamil/diltiazem. Non-pharmacologic actions or observation may be considered when the oedemas are mild and not bothersome.

PMID:37114573

Categories: Literature Watch

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