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BACKGROUND: Gallstone Disease (GSD) is a multifactorial risk factor for various complications. OBJECTIVE: This study aimed to examine the relationship between GSD and Cardiovascular Disease (CVD) incidence through a systematic review and meta-analysis approach. METHODS: A thorough search was conducted across Web of Science, Scopus, MEDLINE/PubMed, Cochrane Library, and Embase databases. Only studies published between 1980 and December 2023 were included. Chi-square, I2, and forest plots were used to assess heterogeneity. Begg's and Egger's tests were used to evaluate publication bias. Statistical significance was considered at p <0.05, and all analyses were performed using Stata 17. RESULTS: This meta-analysis involved 21 studies and comprised 2,138,282 participants; there has been a significant association found between GSD and an increased risk of CVD (with a relative risk of 1.46, 95% confidence interval: 1.32-1.63, p <0.001). The analysis found no evidence of publication bias based on Begg's test (p =0.085) and Egger's test (p =0.231). Subgroup analysis of the studies showed a higher risk of CVD in studies with a sample size of less than 10,000 participants, conducted in 2016 or later, utilizing a cross-sectional design, in Asian countries; the analysis had a moderate quality score, with a follow-up period of equal to or less than ten years. CONCLUSION: There has been a significant association found between GSD and an increased risk of incidence of CVD. Taking proactive steps to implement targeted interventions for individuals with gallstone disease could potentially reduce the risk of cardiovascular disease within this population.
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BACKGROUND: Gallstone disease (GD) is increasing in the world and has various complications. OBJECTIVE: This study aims to examine the relationship between GD and the risk of mortality from cardiovascular disease (CVD) and cancer using a systematic review and meta-analysis approach. METHODS: A comprehensive and systematic search was done in various databases, such as Web of Science (WOS), Scopus, MEDLINE/PubMed, Cochrane, and Embase. The search included studies published from 1980 to December 2023. Heterogeneity was assessed using Chi-square, I2, and forest plots, while publication bias was evaluated through Begg's and Egger's tests. All analyses were performed using Stata 15, with statistical significance set at p <0.05. RESULTS: A pooled analysis of five studies involving 161,671 participants demonstrated that individuals with GD had a significantly higher risk of mortality from CVD (RR 1.29, 95% CI: 1.11-1.50, p <0.001). Importantly, no evidence of publication bias was found based on the results of Begg's test (p =0.806) and Egger's test (p =0.138). Furthermore, the pooled analysis of seven studies, encompassing a total of 562,625 participants, indicated an increased risk of cancer mortality among individuals with GD (RR 1.45, 95% CI: 1.16-1.82, p <0.001). Similarly, no publication bias was detected through Begg's test (p =0.133) and Egger's test (p =0.089). CONCLUSION: In this study, the evidence of a significant association between GD and an elevated risk of mortality from CVD and canceris provided. These findings suggest that implementing targeted interventions for individuals with gallstone disease could reduce mortality rates among these patients.
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Enfermedades Cardiovasculares , Cálculos Biliares , Neoplasias , Humanos , Enfermedades Cardiovasculares/complicaciones , Enfermedades Cardiovasculares/mortalidad , Cálculos Biliares/complicaciones , Cálculos Biliares/mortalidad , Neoplasias/mortalidad , Neoplasias/complicaciones , Factores de RiesgoRESUMEN
BACKGROUND: ß-thalassemia imposes significant complications on affected patients. Silymarin, a natural flavonoid complex, has potential therapeutic properties. OBJECTIVE: This systematic review aims to comprehensively evaluate the literature on the mechanistic effects of Silymarin on ß-thalassemia outcomes in children and adolescents. METHODS: A systematic search of electronic databases, including MEDLINE/PubMed, Embase, Scopus, Cochrane Library, and Web of Science (WOS), was done to identify relevant clinical trials before January 2024. Various data were extracted, including study characteristics, outcomes measured (hematological parameters, oxidative stress markers, iron metabolism, and other outcomes), proposed mechanisms, and safety. RESULTS: By iron chelation effects, Silymarin can reduce reactive oxygen species (ROS) production, increase intracellular antioxidant enzyme glutathione (GSH), and insert antioxidant effects. It also attenuated inflammation through reduced tumor necrosis factor-alpha (TNF-α), transforming growth factor-ß1 (TGF-ß1), interferon-gamma (IFNγ), C-reactive protein (CRP), interleukin 6 (IL-6), IL-17, and IL-23 levels and increase in IL-4 and IL-10 levels. By reducing iron overload conditions, Silymarin indicates modulatory effects on immune abnormalities, inhibits red blood cell (RBC) hemolysis, increases RBC count, and minimizes the need for a transfusion. Moreover, it reduces myocardial and hepatic siderosis, improves liver function tests, and modifies abnormal enzymes, particularly for aspartate transaminase (AST), alanine transaminase (ALT), alkaline phosphatase (ALP), total bilirubin, and total protein levels. Silymarin also reduces iron overload, increases antioxidant and anti-inflammatory capacity in cardiomyocytes, and reveals antioxidant effects. CONCLUSION: Silymarin indicates promising effects on various aspects of children and adolescents with ß-thalassemia and has no serious side effects on the investigated dosage.
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Silimarina , Talasemia beta , Humanos , Silimarina/uso terapéutico , Talasemia beta/tratamiento farmacológico , Niño , Adolescente , Antioxidantes/uso terapéutico , Ensayos Clínicos como Asunto , Estrés Oxidativo/efectos de los fármacosRESUMEN
BACKGROUND: Esophageal cancer is a malignant tumor with a low survival rate. Statins, commonly prescribed for their lipid-lowering effects, have been suggested to possess potential chemopreventive properties against various cancers, including esophageal cancer. OBJECTIVES: This systematic review studied the association between statin intake and esophageal cancer. METHODS: To conduct this systematic review and meta-analysis, we reviewed studies published between 1980 and June 2023 in Web of Science (WOS), Embase, MEDLINE/PubMed, Scopus, and Cochrane Library databases according to the PRISMA guidelines. Data extraction, quality assessment, and statistical analyses were performed using predefined protocols. We used various statistical tests conducted by Stata statistical software. Statistical significance was considered significant at p < 0.05. RESULTS: Twenty-one studies were collected and analyzed. The meta-analysis demonstrated that the odds ratio (OR) of esophageal cancer in patients treated with statins was 0.65 (95% CI: 0.57-0.75, p < 0.001) compared to the non-receiving group. The ORs for case-control and cohort studies were 0.67 (95% CI:0.54-0.83, p < 0.001) and 0.62 (95% CI:0.55-0.71, p < 0.001), respectively. The investigation into the relationship between the statins intake and the incidence of esophageal cancer did not reveal any indication of publication bias according to both Begg's test (p = 0.966) and Egger's test (p = 0.113). CONCLUSION: The results revealed that the odds of esophageal cancer in patients treated with statins decreased by 35% compared to patients not treated with statins. However, further well-designed prospective studies are needed to validate these findings and understand the underlying mechanisms of statins in preventing esophageal cancer.
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Neoplasias Esofágicas , Inhibidores de Hidroximetilglutaril-CoA Reductasas , Neoplasias Esofágicas/prevención & control , Neoplasias Esofágicas/patología , Humanos , Inhibidores de Hidroximetilglutaril-CoA Reductasas/farmacologíaRESUMEN
AIMS: Whether and when glomerular filtration rate (GFR) in preterms catches up with term peers is unknown. This study aims to develop a GFR maturation model for (pre)term-born individuals from birth to 18 years of age. Secondarily, the function is applied to data of different renally excreted drugs. METHODS: We combined published inulin clearance values and serum creatinine (Scr) concentrations in (pre)term born individuals throughout childhood. Inulin clearance was assumed to be equal to GFR, and Scr to reflect creatinine synthesis rate/GFR. We developed a GFR function consisting of GFRbirth (GFR at birth), and an Emax model dependent on PNA (with GFRmax, PNA50 (PNA at which half of GFR max is reached) and Hill coefficient). The final GFR model was applied to predict gentamicin, tobramycin and vancomycin concentrations. RESULT: In the GFR model, GFRbirth varied with birthweight linearly while in the PNA-based Emax equation, GA was the best covariate for PNA50, and current weight for GFRmax. The final model showed that for a child born at 26 weeks GA, absolute GFR is 18%, 63%, 80%, 92% and 96% of the GFR of a child born at 40 weeks GA at 1 month, 6 months, 1 year, 3 years and 12 years, respectively. PopPK models with the GFR maturation equations predicted concentrations of renally cleared antibiotics across (pre)term-born neonates until 18 years well. CONCLUSIONS: GFR of preterm individuals catches up with term peers at around three years of age, implying reduced dosages of renally cleared drugs should be considered below this age.
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Antibacterianos , Inulina , Recién Nacido , Niño , Humanos , Tasa de Filtración Glomerular , Vancomicina , Peso al Nacer , CreatininaRESUMEN
BACKGROUND: Rheumatoid arthritis (RA) and osteoarthritis (OA) are the most common forms of skeletal disease worldwide. OBJECTIVE: The current systematic review investigated the mechanisms of Silybum marianum, silymarin, and silibinin on RA and OA symptoms. METHODS: The PRISMA 2020 statement was used for reporting Items in this systematic review. The result was a list of five databases, including Web of Science, Cochrane Library, Embase, PubMed, and Scopus. After determining the inclusion and exclusion criteria, of 437 records identified, 21 studies were eligible. The data were extracted from the studies and imported into an Excel form, and finally, the effects, outcomes, and associated mechanisms were surveyed. RESULTS: Silybum marianum and its main constituents revealed immunomodulatory, anti-inflammatory, antioxidant, and anti-apoptotic properties in humans and laboratory animals. Moreover, they protect the joints against the cartilage matrix's hypocellularity and fibrillation, reduce synovitis, and inhibit degeneration of aggrecan and collagen-II in human chondrocytes. They also, through reducing inflammatory cytokines, show an analgesic effect. Although silymarin and silibinin have low absorption, their bioavailability can be increased with nanoparticles. CONCLUSION: In experimental studies, Silybum marianum, silymarin, and silibinin revealed promising effects on RA and OA symptoms. However, more clinical studies are needed in this field to obtain reliable results and clinical administration of these compounds.
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Artritis Reumatoide , Osteoartritis , Silibina , Silybum marianum , Silimarina , Humanos , Silybum marianum/química , Silimarina/uso terapéutico , Silimarina/farmacología , Artritis Reumatoide/tratamiento farmacológico , Osteoartritis/tratamiento farmacológico , Silibina/farmacología , Silibina/uso terapéutico , Animales , Antioxidantes/uso terapéutico , Antioxidantes/farmacología , Extractos Vegetales/uso terapéutico , Extractos Vegetales/farmacología , Antiinflamatorios/uso terapéutico , Antiinflamatorios/farmacologíaRESUMEN
BACKGROUND: Epilepsy is one of the most common in all age groups and disabling neurologic disorders around the world. OBJECTIVES: This systematic review was to explore whether berberine (BBR) has any anti-seizure or anti-epileptic effects and also reviewed this possible mechanism. METHODS: The EMBASE, Scopus, Cochrane Library, PubMed, and Web of Science databases were searched before Sep 2023. All types of studies that investigated the effects of BBR on epilepsy or chemical-induced seizures were eligible for inclusion. Two authors independently evaluated and reviewed titles/abstracts to identify publications for potential eligibility, and a third team member resolved discrepancies. Data were extracted in an Excel form, and the outcomes were discussed. RESULTS: BBR showed its neuroprotective properties by reducing oxidative stress, neuroinflammation, and anti-apoptosis effects. It also increases brain-derived neurotrophic factor (BDNF) release and reduces transforming growth factor-beta (TGF-ß1) and hypoxia-inducible factor 1α (HIF-1α). BBR by increasing scavenging reactive oxygen species (ROS), nuclear factor erythroid 2-related factor 2 (Nrf2), endogenous antioxidant enzymes, heme oxygenase-1 (HO-1), and inhibition of lipid peroxidation insert its antioxidant activity. Moreover, BBR showed antiinflammatory activity by reducing Interleukin (IL)-1ß, IL-6, and tumor necrosis factor-alpha (TNF-α) levels and through inhibiting cyclooxygenase-2 (COX-2), and including nuclear factor κB (NF-κB). In addition, it modulated c-fos expression and neuronal excitability in the brain. CONCLUSION: BBR indicated promising anti-seizure effects with remarkable antioxidant, antiinflammatory, anti-apoptotic, and neuroprotective activity. Future studies should be based on well-designed clinical trial studies that are integrated with new methods related to increasing bioavailability.
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Berberina , Berberina/uso terapéutico , Berberina/farmacología , Humanos , Animales , Anticonvulsivantes/uso terapéutico , Anticonvulsivantes/farmacología , Convulsiones/tratamiento farmacológico , Fármacos Neuroprotectores/uso terapéutico , Fármacos Neuroprotectores/farmacología , Antioxidantes/uso terapéutico , Antioxidantes/farmacología , Estrés Oxidativo/efectos de los fármacos , Epilepsia/tratamiento farmacológico , Epilepsia/metabolismo , Antiinflamatorios/farmacología , Antiinflamatorios/uso terapéuticoRESUMEN
OBJECTIVE: Information is needed to guide the design of randomized controlled trials (RCTs) evaluating L-citrulline therapy for premature infants with pulmonary hypertension associated with bronchopulmonary dysplasia (BPD-PH). Based on our single-dose pharmacokinetic study, we evaluated the ability of a multi-dose enteral L-citrulline strategy to achieve a target trough steady-state L-citrulline plasma concentration and its tolerability in premature infants. STUDY DESIGN: Plasma L-citrulline concentrations were measured in six premature infants receiving 60 mg/kg L-citrulline every 6 h for 72 h before the first and last L-citrulline doses. L-citrulline concentrations were compared to concentration-time profiles from our previous study. RESULTS: Target trough plasma L-citrulline concentrations were achieved in 2/6 subjects. No serious adverse events occurred. CONCLUSIONS: Multi-dose L-citrulline was well tolerated. These results will assist in the design of phase II RCTs evaluating L-citrulline dosage strategies to achieve target plasma L-citrulline concentrations in infants at risk for BPD-PH. CLINICAL TRIALS: gov ID: NCT03542812.
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Displasia Broncopulmonar , Hipertensión Pulmonar , Humanos , Lactante , Recién Nacido , Displasia Broncopulmonar/tratamiento farmacológico , Citrulina/uso terapéutico , Hipertensión Pulmonar/etiología , Hipertensión Pulmonar/complicaciones , Recien Nacido PrematuroRESUMEN
BACKGROUND: Depression and anxiety are the most common mental disorders worldwide. OBJECTIVE: We aimed to review silymarin and silibinin effects and underlying mechanisms in the central nervous system (CNS) for depression and anxiety treatment. METHODS: The research protocol was prepared based on following the PRISMA statement. An extensive search was done in essential databases such as PubMed, Cochrane Library, Web of Science (ISI), Embase, and Scopus. Considering the study inclusion and exclusion criteria, 17 studies were finally included. The desired information was extracted from the studies and recorded in Excel, and the consequences and mechanisms were reviewed. RESULTS: Silymarin and silibinin upregulated brain-derived neurotrophic factor (BDNF) and improved neural stem cells (NSCs) proliferation in the cortex and hippocampus. They also increased neurochemical serotonin (5-HT), dopamine (DA), and norepinephrine (NE) levels. Silymarin and silibinin reduced malondialdehyde (MDA) formation and increased glutathione (GSH), superoxide dismutase (SOD), and catalase (CAT) activities. In addition, silymarin and silibinin reduced interleukin (IL)-6, IL-1ß, and IL-12ß, reducing tumor necrosis factor α (TNF-α) induced neuroinflammation. CONCLUSION: Silymarin and silibinin exert anti-depression and anxiolytic effects by regulating neurotransmitters, endocrine, neurogenesis, and immunologic systems. Therefore, as natural and complementary medicines, they can be used to reduce the symptoms of depression and anxiety; However, more clinical studies are needed in this field.
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Silimarina , Humanos , Silimarina/farmacología , Silimarina/uso terapéutico , Silibina/uso terapéutico , Silibina/farmacología , Depresión/tratamiento farmacológico , Antioxidantes/farmacología , Antioxidantes/uso terapéutico , Trastornos de Ansiedad/tratamiento farmacológico , Trastornos de Ansiedad/patología , Hipocampo/patología , Glutatión/farmacologíaRESUMEN
AIMS: To investigate the pharmacokinetics and safety of prolonged paracetamol use (>72 h) for neonatal pain. METHODS: Neonates were included if they received paracetamol orally or intravenously for pain treatment. A total of 126 samples were collected. Alanine aminotransferase and bilirubin were measured as surrogate liver safety markers. Paracetamol and metabolites were measured in plasma. Pharmacokinetic parameters for the parent compound were estimated with a nonlinear mixed-effects model. RESULTS: Forty-eight neonates were enrolled (38 received paracetamol for >72 h). Median gestational age was 38 weeks (range 25-42), and bodyweight at inclusion was 2954 g (range 713-4750). Neonates received 16 doses (range 4-55) over 4.1 days (range 1-13.8). The median (range) dose was 10.1 mg/kg (2.9-20.3). The median oxidative metabolite concentration was 14.6 µmol/L (range 0.12-113.5) and measurable >30 h after dose. There was no significant difference (P > .05) between alanine aminotransferase and bilirubin measures at <72 h or >72 h of paracetamol treatment or the start and end of the study. Volume of distribution and paracetamol clearance for a 2.81-kg neonate were 2.99 L (% residual standard error = 8, 95% confidence interval 2.44-3.55) and 0.497 L/h (% residual standard error = 7, 95% confidence interval 0.425-0.570), respectively. Median steady-state concentration from the parent model was 50.3 µmol/L (range 30.6-92.5), and the half-life was 3.55 h (range 2.41-5.65). CONCLUSION: Our study did not provide evidence of paracetamol-induced liver injury nor changes in metabolism in prolonged paracetamol administration in neonates.
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Acetaminofén , Analgésicos no Narcóticos , Recién Nacido , Humanos , Lactante , Acetaminofén/efectos adversos , Estudios de Cohortes , Alanina Transaminasa , Dolor/tratamiento farmacológico , BilirrubinaRESUMEN
BACKGROUND AND OBJECTIVE: Contradictory pharmacokinetic (PK) results have been observed between obese adults and obese adolescents, with absolute clearance (CL) reported to be either unaltered, lower, or higher in obese adolescents compared to obese adults. This study investigates the PK of vancomycin in adolescents and adults who are overweight or obese. METHODS: Data from 125 overweight and obese adolescents (aged 10-18 years, weight 28.3-188 kg) and 81 overweight and obese adults (aged 29-88 years, weight 66.7-143 kg) were analysed using population PK modelling. In addition to age, sex, renal function estimates, and regular weight descriptors, we evaluated standard weight (WTstandard, defined as weight for length, age, and sex in adolescents and weight for length in adults) and excess weight (WTexcess, defined as total body weight (TBW) minus WTstandard) as covariates in order to distinguish between weight resulting from length versus weight resulting from obesity. RESULTS: Analyzing adolescents and adults together, vancomycin CL was found to increase with TBW and decrease with increasing age (p < 0.001). A covariate analysis investigating adolescents and adults separately found that vancomycin CL increased with WTstandard in adolescents and adults, albeit with different functions, with adolescents having a higher CL per WTstandard than adults. Moreover, in this separate model, adolescent males had 21% higher CL than adolescent females of the same WTstandard, while in adults, CL decreased with increasing age (p < 0.001). CONCLUSION: There are apparent differences in vancomycin CL in overweight and obese adults versus overweight and obese adolescents, implying that dosing of vancomycin cannot be directly extrapolated between these populations.
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Sobrepeso , Obesidad Infantil , Masculino , Femenino , Adolescente , Humanos , Adulto , Vancomicina , Aumento de Peso , Modelos BiológicosRESUMEN
Background: Esophageal cancer is a cancerous tumor that develops in the esophagus. It is the 10th most common cancer and has a low survival rate. Esophageal adenocarcinoma (EAC) is increasing in incidence globally. Those with EAC are affected by Barrett's esophagus metaplasia, which is attributed to genetic predisposition and is more common in men. Studies suggest that gastric acid suppressants, like proton pump inhibitors and histamine-2 receptor antagonists, have anticancer properties and reduce EAC. However, other research has suggested that they are not cancer-protective, and the use of antisecretory drugs is a risk factor for developing EAC. Objective: This systematic review and meta-analysis investigated the properties and risk factors associated with using gastric acid suppressants in patients with EAC. Methods: This meta-analysis used the Preferred Reporting Items for Systematic Reviews and Meta-Analyses checklist. Information from selected articles, including the lead author's name, year of publication, study setting, sample size, and gender, was extracted and recorded into an Excel (Microsoft, Redmond, Washington) form. Statistical data included odds ratio, hazard ratio, and/or risk ratio, with a 95% CI associated with patients with EAC and receiving gastric acid suppressants. Data were compared with individuals not receiving treatment. Publication bias was assessed using Begg's and Egger's tests. Statistical analyzes used Stata 14.0 (Stata LLC, College Station, Texas). Results: The initial electronic literature search retrieved 3761 titles/abstracts. Extensive screening selected 20 articles for analysis. Odds ratios associated with EAC in the individuals using gastric acid suppressants were 0.77 (95% CI, 0.49-1.22; Pâ¯=â¯0.274) and 0.67 (95% CI, 0.39-1.29; Pâ¯=â¯0.240) for proton pump inhibitors and 1.02 (95% CI, 0.44-2.36; Pâ¯=â¯0.967) for histamine-2 receptor antagonists. Conclusions: The results found that gastric acid suppressants do not have a protective role in EAC and are not risk factors. Future studies of confounding variables and risk factors are needed to understand what affects EAC development.
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Infants, children, and adolescents are at risk of experiencing a multitude of gastrointestinal disorders (GID). These disorders can adversely affect the quality of life or be life-threatening. Various interventions that span the conventional and complementary therapeutic categories have been developed. Nowadays, parents increasingly seek complementary options for their children to use concurrently with conventional therapies. Due to the high prevalence and morbidity of diarrhea, constipation, and irritable bowel syndrome (IBS) in children, in this review, we decided to focus on the current state of the evidence for conventional and complementary therapies used for the treatment of these diseases in children. Diarrhea treatment focuses on the identification of the cause and fluid management. Oral rehydration with supplementation of deficient micronutrients, especially zinc, is well established and recommended. Some probiotic strains have shown promise in reducing the duration of diarrhea. For the management of constipation, available clinical trials are insufficient for conclusive recommendations of dietary modifications, including increased use of fruit juice, fiber, and fluid. However, the role of laxatives as conventional treatment is becoming more established. Polyethylene glycol is the most studied, with lactulose, milk of magnesia, mineral oil, bisacodyl, and senna presenting as viable alternatives. Conventional treatments of the abdominal pain associated with IBS are poorly studied in children. Available studies investigating the effectiveness of antidepressants on abdominal pain in children with IBS were inconclusive. At the same time, probiotics and peppermint oil have a fair record of benefits and safety. The overall body of evidence indicates that a careful balance of conventional and complementary treatment strategies may be required to manage gastrointestinal conditions in children.
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Although effective in treating actinic damage, topical photodynamic therapy (PDT) has been shown to be immunosuppressive through unknown mechanisms, which could potentially limit its effectiveness. Multiple types of environmental stressors, including PDT, can produce the immunosuppressive lipid mediator platelet-activating factor (PAF). Because PAF can produce subcellular microvesicle particles (MVPs), these studies tested whether PDT can generate PAF and MVP release and whether these are involved in PDT-induced immunosuppression. Previously, topical PDT using blue light and 5-aminolevulinic acid was found to be a potent stimulus for PAF production in mice and human skin explants and human patients, and we show that experimental PDT also generates high levels of MVP. PDT-generated MVPs were independent of the PAF receptor but were dependent on the MVP-generating enzyme acid sphingomyelinase. Patients undergoing topical PDT treatment to at least 10% of body surface area showed local and systemic immunosuppression as measured by inhibition of delayed-type hypersensitivity reactions. Finally, using a murine model of contact hypersensitivity, PDT immunosuppression was blocked by genetic and pharmacologic inhibition of acid sphingomyelinase and genetic inhibition of PAF receptor signaling. These studies describe a mechanism involving MVP through which PDT exerts immunomodulatory effects, providing a potential target to improve its effectiveness.
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Fotoquimioterapia , Esfingomielina Fosfodiesterasa , Humanos , Ratones , Animales , Esfingomielina Fosfodiesterasa/metabolismo , Esfingomielina Fosfodiesterasa/farmacología , Piel/metabolismo , Ácido Aminolevulínico , Tolerancia Inmunológica , Inmunosupresores/farmacología , Fármacos FotosensibilizantesRESUMEN
Electronic health records (EHRs) have given rise to large and complex databases of medical information that have the potential to become powerful tools for clinical research. However, differences in coding systems and the detail and accuracy of the information within EHRs can vary across institutions. This makes it challenging to identify subpopulations of patients and limits the widespread use of multi-institutional databases. In this study, we leveraged machine learning to identify patterns in medication usage among hospitalized pediatric patients receiving renal replacement therapy and created a predictive model that successfully differentiated between intermittent (iHD) and continuous renal replacement therapy (CRRT) hemodialysis patients. We trained six machine learning algorithms (logistical regression, Naïve Bayes, k-nearest neighbor, support vector machine, random forest, and gradient boosted trees) using patient records from a multi-center database (n = 533) and prescribed medication ingredients (n = 228) as features to discriminate between the two hemodialysis types. Predictive skill was assessed using a 5-fold cross-validation, and the algorithms showed a range of performance from 0.7 balanced accuracy (logistical regression) to 0.86 (random forest). The two best performing models were further tested using an independent single-center dataset and achieved 84-87% balanced accuracy. This model overcomes issues inherent within large databases and will allow us to utilize and combine historical records, significantly increasing population size and diversity within both iHD and CRRT populations for future clinical studies. Our work demonstrates the utility of using medications alone to accurately differentiate subpopulations of patients in large datasets, allowing codes to be transferred between different coding systems. This framework has the potential to be used to distinguish other subpopulations of patients where discriminatory ICD codes are not available, permitting more detailed insights and new lines of research.
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INTRODUCTION: This study investigated the relationship between serum 25-hydroxyvitamin D (25OHD) levels and the occurrence of hip fractures in the elderly using a systematic review and meta-analysis approach. MATERIALS AND METHODS: PubMed, Web of Science, and Scopus were used to identify studies that outlined an association between serum 25OHD and the occurrence of a hip fracture in a geriatric patient. The analysis calculated odds ratios (OR) for a hip fracture using a random-effects model. RESULTS: In this study, 28 studies were included, 61,744 elderlies and 9767 cases (15.81%) of hip fractures. In the lowest vs. highest categories of vitamin D in the elderly, pooled OR of hip fractures was 1.80 (95% CI 1.56-2.07, P ≤ 0.001), and modified OR was equal to 1.40 (95% CI 1.20-1.63 P ≤ 0.001). A subgroup analysis showed that the OR of a hip fracture was 2.16 (1.49-3.11, P ≤ 0.001) in case-control studies; 1.52 (1.29-1.79, P = 0.001) in cohort studies; and 1.41 (1.18-1.70, P ≤ 0.001) in case-cohort studies. CONCLUSION: Low serum vitamin D levels in the elderly are associated with an increase in the odds of hip fracture.
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Fracturas de Cadera , Deficiencia de Vitamina D , Anciano , Estudios de Cohortes , Fracturas de Cadera/complicaciones , Humanos , Vitamina D , VitaminasRESUMEN
PURPOSE: The aim of this study was to evaluate ceftazidime pharmacokinetics (PK) in a cohort that includes a predominate number of children and adolescents with obesity and assess the efficacy of competing dosing strategies. METHODS: A population PK model was developed using opportunistically collected plasma samples. For each dosing strategy, model-based probability of target attainment (PTA) estimates were computed for study participants using empirical Bayes estimates. In addition, the effects of body size and renal function on PTA were evaluated using stochastic model simulations with virtually generated subjects. RESULTS: Twenty-nine participants, 24 of whom were obese, contributed data towards the analysis. The median (range) age, body weight, and body mass index of participants were 12.2 years (2.3-20.6), 59.2 kg (8.4-121), and 25.2 kg/m2 (13.8-42.9), respectively. Administration of 50 mg/kg intravenously (IV) every 8 hours (q8h; max 6 g/day) or 40 mg/kg IV q6h (max 6 g/day) resulted in PTA values of ≥ 90% (minimum inhibitory concentration 8 mg/L) for the subset of obese participants with estimated glomerular filtration rates (GFR) ≥ ~ 80 mL/min/1.73 m2. However, for both regimens, stochastic model simulations denoted lower PTA values (< 90%) with increasing body weight for virtual subjects with GFR ≥ 120 mL/min/1.73 m2. Alternatively, permitting for a maximum daily dose of 8 g/day using a 40 mg/kg IV q6h regimen provided PTA values that were near or above target (90%) for virtual subjects between 10 to 120 kg with GFR ≥ 80 mL/min/1.73 m2. CONCLUSION: Our analysis suggests administration of 40 mg/kg IV q6h (max 8 g/day) maximizes PTA in children and adolescents with obesity and GFR ≥ 80 mL/min/1.73 m2. TRIAL REGISTRATION: Clinicaltrials.gov Identifier: NCT01431326.
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Antibacterianos/farmacocinética , Ceftazidima/farmacocinética , Obesidad Infantil/tratamiento farmacológico , Adolescente , Antibacterianos/uso terapéutico , Teorema de Bayes , Ceftazidima/uso terapéutico , Niño , Preescolar , Femenino , Humanos , Masculino , Pruebas de Sensibilidad Microbiana , Método de Montecarlo , Adulto JovenRESUMEN
Bariatric or weight-loss surgery is a popular option for weight reduction. Depending on the surgical procedure, gastric changes like decreased transit time and volume and increased pH, decreased absorption surface in the small intestine, decreased exposure to bile acids and enterohepatic circulation, and decreased gastrointestinal transit time may be expected. In the years after bariatric surgery, patients will also substantially lose weight. As a result of these changes, the absorption, distribution, metabolism and/or elimination of drugs may be altered. The purpose of this article is to report the general influence of bariatric surgery on oral drug absorption, and to provide guidance for dosing of commonly used drugs in this special population. Upon oral drug administration, the time to maximum concentration is often earlier and this concentration may be higher with less consistent effects on trough concentrations and exposure. Additionally, prescription of liquid formulations to bariatric patients is supported by some reports, even though the high sugar load of these suspensions may be of concern. Studies on extended-release medications result in an unaltered exposure for a substantial number of drugs. Also, studies evaluating the influence of timing after surgery show dynamic absorption profiles. Although for this group specific advice can be proposed for many drugs, we conclude that there is insufficient evidence for general advice for oral drug therapy after bariatric surgery, implying that a risk assessment on a case-by-case basis is required for each drug.
Asunto(s)
Cirugía Bariátrica , Preparaciones Farmacéuticas , Administración Oral , Cirugía Bariátrica/efectos adversos , Cirugía Bariátrica/métodos , Efectos Colaterales y Reacciones Adversas Relacionados con Medicamentos , Circulación Enterohepática , Humanos , Preparaciones Farmacéuticas/administración & dosificación , Farmacología , Pérdida de PesoRESUMEN
AIMS: The aim of this study was to evaluate the population pharmacokinetics (PopPK) of olanzapine in children and devise a model-informed paediatric dosing scheme. METHODS: The PopPK of olanzapine was characterized using opportunistically collected plasma samples from children receiving olanzapine per standard of care for any indication. A nonlinear mixed effect modelling approach was employed for model development using the software NONMEM (v7.4). Simulations from the developed PopPK model were used to devise a paediatric dosing scheme that targeted comparable plasma exposures to adolescents and adults. RESULTS: Forty-five participants contributed 83 plasma samples towards the analysis. The median (range) postnatal age and body weight of participants were 3.8 years (0.2-19.2) and 14.1 kg (4.2-111.7), respectively. The analysis was restricted to pharmacokinetic (PK) samples collected following enteral administration (oral and feeding tube). A one-compartment model with linear elimination provided an appropriate fit to the data. The final model included the covariates body weight and postmenstrual age (PMA) on apparent olanzapine clearance (CL/F). Typical CL/F and apparent volume of distribution (scaled to 70 kg) were 16.8 L/h (21% RSE) and 663 L (13% RSE), respectively. Developed dosing schemes used weight-normalized doses for children ≤6 months postnatal age or <15 kg and fixed doses for children ≥15 kg. CONCLUSION: We developed a paediatric PopPK model for enterally-administered olanzapine. To our knowledge, this analysis is the first study to characterize the PK of olanzapine in participants ranging from infants to adolescents. Body weight and PMA were identified as influential covariates for characterizing developmental changes in olanzapine apparent clearance.