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Nevin Manimala Statistics

Predicting the risk of pulmonary infection in patients with chronic kidney failure: A-C2GH2S risk score-a retrospective study

Int Urol Nephrol. 2024 Mar 4. doi: 10.1007/s11255-024-03953-6. Online ahead of print.

ABSTRACT

PURPOSE: The objective of this study is to investigate the associated risk factors of pulmonary infection in individuals diagnosed with chronic kidney disease (CKD). The primary goal is to develop a predictive model that can anticipate the likelihood of pulmonary infection during hospitalization among CKD patients.

METHODS: This retrospective cohort study was conducted at two prominent tertiary teaching hospitals. Three distinct models were formulated employing three different approaches: (1) the statistics-driven model, (2) the clinical knowledge-driven model, and (3) the decision tree model. The simplest and most efficient model was obtained by comparing their predictive power, stability, and practicability.

RESULTS: This study involved a total of 971 patients, with 388 individuals comprising the modeling group and 583 individuals comprising the validation group. Three different models, namely Models A, B, and C, were utilized, resulting in the identification of seven, four, and eleven predictors, respectively. Ultimately, a statistical knowledge-driven model was selected, which exhibited a C-statistic of 0.891 (0.855-0.927) and a Brier score of 0.012. Furthermore, the Hosmer-Lemeshow test indicated that the model demonstrated good calibration. Additionally, Model A displayed a satisfactory C-statistic of 0.883 (0.856-0.911) during external validation. The statistical-driven model, known as the A-C2GH2S risk score (which incorporates factors such as albumin, C2 [previous COPD history, blood calcium], random venous blood glucose, H2 [hemoglobin, high-density lipoprotein], and smoking), was utilized to determine the risk score for the incidence rate of lung infection in patients with CKD. The findings revealed a gradual increase in the occurrence of pulmonary infections, ranging from 1.84% for individuals with an A-C2GH2S Risk Score ≤ 6, to 93.96% for those with an A-C2GH2S Risk Score ≥ 18.5.

CONCLUSION: A predictive model comprising seven predictors was developed to forecast pulmonary infection in patients with CKD. This model is characterized by its simplicity, practicality, and it also has good specificity and sensitivity after verification.

PMID:38436825 | DOI:10.1007/s11255-024-03953-6

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Nevin Manimala Statistics

Smartphone and Wearable Device-Based Digital Phenotyping to Understand Substance use and its Syndemics

J Med Toxicol. 2024 Mar 4. doi: 10.1007/s13181-024-01000-5. Online ahead of print.

ABSTRACT

Digital phenotyping is a process that allows researchers to leverage smartphone and wearable data to explore how technology use relates to behavioral health outcomes. In this Research Concepts article, we provide background on prior research that has employed digital phenotyping; the fundamentals of how digital phenotyping works, using examples from participant data; the application of digital phenotyping in the context of substance use and its syndemics; and the ethical, legal and social implications of digital phenotyping. We discuss applications for digital phenotyping in medical toxicology, as well as potential uses for digital phenotyping in future research. We also highlight the importance of obtaining ground truth annotation in order to identify and establish digital phenotypes of key behaviors of interest. Finally, there are many potential roles for medical toxicologists to leverage digital phenotyping both in research and in the future as a clinical tool to better understand the contextual features associated with drug poisoning and overdose. This article demonstrates how medical toxicologists and researchers can progress through phases of a research trajectory using digital phenotyping to better understand behavior and its association with smartphone usage.

PMID:38436819 | DOI:10.1007/s13181-024-01000-5

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Nevin Manimala Statistics

Effects of different intervention methods on psychological anxiety, stress, and fatigue among healthcare workers during COVID-19 pandemic: a systematic review and meta-analysis

Eur Rev Med Pharmacol Sci. 2024 Feb;28(4):1614-1623. doi: 10.26355/eurrev_202402_35491.

ABSTRACT

OBJECTIVE: This study aimed to explore the treatment effects of various intervention methods on the stress, anxiety, and fatigue of medical workers during the 2019 Coronavirus Disease (COVID-19) pandemic.

MATERIALS AND METHODS: We conducted computer searches in both Chinese and English databases including China National Knowledge Infrastructure (CNKI), Wanfang Data Knowledge Service Platform (Wang Fang), VIP Chinese Journal Service Platform (VIP), Web of Science, Embase, PubMed, Cochrane Library, Scopus, and ScienceDirect to include prospective randomized controlled studies (Prospective RCT) published before September 30, 2023, regarding different treatment methods for stress, anxiety, and fatigue among healthcare workers during COVID-19. Data on anxiety, stress, and fatigue of research participants were extracted from the included studies, followed by statistical analysis of treatment effects using R software with the meta package.

RESULTS: A total of 9 articles were eventually included, involving a total of 1,466 participants, including 686 in the control group and 780 in the study group. Intervention measures included mindfulness-based therapy in 4 studies and other intervention methods in 5. The anxiety status of the health workers was assessed using the Generalized Anxiety Disorder-7 (GAD-7), and the meta-analysis revealed a pooled mean difference (MD) of -0.53 (95% CI: -1.42, 0.37). Stress status was evaluated by Perceived Stress Scale 4 (PSS-4), and the meta-analysis results showed a post-treatment MD of 0.13 (95% CI: -0.39, 0.65), with a pre- and post-treatment difference MD of -0.44 (95% CI: -2.65, 1.76). Maslach Burnout Inventory (MBI) was employed for the evaluation of fatigue. The meta-analysis results showed an MD of -6.13 (95% CI: -16.68, 4.43) for the MBI Emotional index, an MD of 5.04 (95% CI: -3.25, 13.33) for the Personal Accomplishment index, and an MD of -1.68 (95% CI: -6.50, 3.13) for the Depersonalization index.

CONCLUSIONS: Maintaining the mental health of frontline health workers is crucial during the COVID-19 pandemic, and mindfulness-based therapy is the most extensively employed psychological intervention method. However, its effectiveness requires further research confirmation.

PMID:38436194 | DOI:10.26355/eurrev_202402_35491

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Nevin Manimala Statistics

The application of the modified Snodgrass technique in hypospadias surgery

Eur Rev Med Pharmacol Sci. 2024 Feb;28(4):1456-1463. doi: 10.26355/eurrev_202402_35475.

ABSTRACT

OBJECTIVE: We aimed to explore the effectiveness of the modified tubularized incised plate urethroplasty (Snodgrass Technique) in hypospadias surgery.

PATIENTS AND METHODS: A study was conducted on 50 pediatric patients with hypospadias treated in our hospital from May 2020 to May 2023. The patients were divided into two groups based on the condition of their urethral plate; 22 patients were included in the study group and 28 patients were included in the control group. The control group underwent the traditional Snodgrass technique, while the study group received the modified Snodgrass technique. The two groups were compared in terms of treatment efficacy, preoperative and postoperative 6-month Hypospadias Objective Scoring Evaluation (HOSE) scores, surgical data, and postoperative complications.

RESULTS: The operation time for the study group was longer than that of the control group, and the intraoperative blood loss was less, but the differences were not statistically significant (p > 0.05). The success rate of surgery in the study group was 95.45% (21/22), compared to 71.43% (20/28) in the control group, showing a statistically significant difference (p < 0.05). The maximum urinary flow rate at 3 and 6 months postoperatively was significantly higher in the study group than in the control group (p < 0.05). The time to maximum flow (TQmax) and post-void residual (PVR) at 3 and 6 months postoperatively were significantly lower in the study group (p < 0.05). A total of 3 patients in the cohort developed urethral fistulas, all between 0.10 cm x 0.10 cm and 0.15 cm x 0.15 cm in size. By instructing the patients to apply pressure to the fistula during urination, all fistulas closed between 3 and 6 months postoperatively. The incidence of postoperative complications was 4.55% in the study group and 28.57% in the control group, a difference that was statistically significant (p < 0.05).

CONCLUSIONS: The modified Snodgrass technique shows significant therapeutic effectiveness in hypospadias surgery, substantially increasing the success rate and reducing postoperative complications in pediatric patients, making it suitable for widespread application.

PMID:38436179 | DOI:10.26355/eurrev_202402_35475

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Nevin Manimala Statistics

Analysis of 332 fiberoptic bronchoscopies performed in a respiratory intensive care unit: a retrospective study

Eur Rev Med Pharmacol Sci. 2024 Feb;28(4):1433-1438. doi: 10.26355/eurrev_202402_35465.

ABSTRACT

OBJECTIVE: Fiberoptic bronchoscopy (FOB) is widely used in the intensive care unit for diagnostic and therapeutic purposes. Our study aimed to evaluate FOB’s indications, complications, and clinical outcomes in our intensive care unit’s mechanically ventilated patients and identify the microorganisms grown in bronchoalveolar lavage (BAL) specimens.

PATIENTS AND METHODS: Between January 1, 2022, and June 30, 2023, a total of 332 FOBs were performed on 178 patients in the respiratory intensive care unit.

RESULTS: Patients’ mean age was 64±19.4 years. Females accounted for 65 (36.6%) and males accounted for 113 (63.4%) of the cases. Leading diagnoses included pneumonia (59.5%), acute respiratory distress syndrome (ARDS) (20.7%), sepsis (17.9%), chronic obstructive pulmonary disease (COPD) attack (21.9%), pulmonary embolism (10.1%), lung malignancy (43.8%), hemoptysis (8.9%), heart failure (15.1%), neurological/neuromuscular conditions (8.4%), and post cardiopulmonary resuscitation (CPR) (2.8%). FOB purposes were BAL retrieval (43.6%), secretion clearance (30.4%), guided tracheostomy (11.7%), atelectasis (8.7%), and hemoptysis (5.4%). Hypoxemia marked the primary FOB complication (3.6%). Other issues encompassed hypotension (1.5%), bradycardia (1.2%), bleeding (1.2%), tachycardia (0.9%), and hypertension (0.6%). No statistical significance was found in arterial blood gas pH, arterial partial pressure of oxygen (PaO2), and arterial partial pressure of carbon dioxide (PaCO2) values before and after the FOB procedure (p>0.05). Predominant pathogens in aspiration samples were non-albicans Candida (28.9%), Klebsiella pneumoniae (24.8%), Pseudomonas aeruginosa (14.4%), and Acinetobacter baumannii (11.7%).

CONCLUSIONS: FOB is an important diagnostic and therapeutic method with a low complication rate when performed by an experienced team with appropriate indication in the intensive care unit.

PMID:38436177 | DOI:10.26355/eurrev_202402_35465

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Nevin Manimala Statistics

Silver nanoparticles enhanced enzyme-linked immunosorbent assay (ELISA) detection of cancer testis antigens (CTAs)

Eur Rev Med Pharmacol Sci. 2024 Feb;28(4):1417-1422. doi: 10.26355/eurrev_202402_35463.

ABSTRACT

OBJECTIVE: The Enzyme-Linked Immunosorbent Assay (ELISA) has been a cornerstone technique in laboratory medicine for over 55 years, relying on the specific binding of antibodies to antigens. ELISA’s widespread use stems from its ability to detect low concentrations, its specificity, reproducibility, and potential for high-throughput screening. However, its sensitivity has limitations, prompting the exploration of innovative methods to improve the limit of detection (LOD). Nanoparticles provide a promising platform for enhancing ELISA sensitivity. Due to their high surface-to-volume ratio, they offer increased binding sites for capture elements and reporting tags, leading to amplified analytical signals. Recent studies have demonstrated improved sensitivity in ELISA through nanoparticle application, yielding faster detection times and enhanced sensitivities. This study investigates the potential of 50 nm citrate-capped silver nanoparticles to enhance ELISA’s performance in quantifying cancer testis antigens (CTAs).

PATIENTS AND METHODS: In our study, we used the Human NY-ESO-1 ELISA kit (for research purposes) to determine the concentration of CTAs in randomly selected samples from healthy (n=89) and oncological (n=80) subjects, aged 18-75. We employed 50 nm citrate-capped silver nanoparticles (AGCB50-1M, BioPure Silver Nanoparticles – bare citrate, nano-Composix, San Diego, CA, USA). ELISA reactions followed the manufacturer’s instructions, and data processing aligned with the same guidelines. Absorbance (OD) measurements occurred at 450 nm, influencing nanoparticle selection. Each ELISA well contained 5 ml of nanoparticles’ stock solution with specified concentrations. CTAs concentrations were derived from the standard curve through CurveExpert Basic software. Statistical analysis was performed using SPSS v. 27 software, with p-values indicating significance if <0.03. The study adhered to Helsinki Declaration principles and received ethical approval. Participants provided informed written consent.

RESULTS: The increased concentration values of CTAs for healthy individuals and cancer patients were determined in the case of the application of silver nanoparticles.

CONCLUSIONS: The usage of nanoparticles can enhance the sensitivity of the ELISA method and positively influence its specific detection limit.

PMID:38436175 | DOI:10.26355/eurrev_202402_35463

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Nevin Manimala Statistics

Efficacy and safety of general anesthesia with caudal block for inguinal hernioplasty in children: a randomized controlled trial

Eur Rev Med Pharmacol Sci. 2024 Feb;28(4):1398-1406. doi: 10.26355/eurrev_202402_35461.

ABSTRACT

OBJECTIVE: Caudal block is a type of regional anesthesia suitable for inguinal hernia surgery in children. Our goal was to determine the effectiveness of caudal block combined with general anesthesia in providing intra- and postoperative analgesia and its effect on hemodynamic stability and drug consumption.

PATIENTS AND METHODS: Prospective, randomized controlled study included 78 boys, 3-5 years, with an indication for inguinal herniorrhaphy, divided into groups G (general anesthesia, n=39) and G+C (general anesthesia + caudal block, n=39). We monitored hemodynamic parameters intraoperatively, postoperative pain, and total consumption of all medicaments in the perioperative period. The monitoring of complications and side effects of drugs was also carried out.

RESULTS: Boys in group G had statistically significantly higher values of heart rate in the 5th minute (p<0.01), in the 25th minute (p<0.01), and after awakening from anesthesia (p<0.01). We obtained similar results with systolic and diastolic pressure values in the 5th minute (p<0.01), 15th minute (p<0.01), 25th minute (p<0.01), before awakening from anesthesia (p<0.01) and after awakening (p<0.01). They also had significantly statistically higher total consumption of propofol, fentanyl, and acetaminophen (p<0.01). Boys in group G+C had significantly lower postoperative pain scores: initially (p<0.01), after 2 hours (p<0.01), and after 5 hours (p<0.01). No complications occurred in this group.

CONCLUSIONS: In children, the combination of general anesthesia with caudal block, compared to general anesthesia only, is more efficient in suppressing visceral pain, leading to better hemodynamic stability, and reducing the consumption of medicines in the perioperative period.

PMID:38436173 | DOI:10.26355/eurrev_202402_35461

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Nevin Manimala Statistics

Prognostic value of Pleth Variability Index in patients followed up in the Intensive Care Unit

Eur Rev Med Pharmacol Sci. 2024 Feb;28(4):1392-1397. doi: 10.26355/eurrev_202402_35460.

ABSTRACT

OBJECTIVE: The Pleth Variability Index (PVI) can guide the approach to hypovolemia, which is sometimes the cause and sometimes the result of major diseases; further studies are needed on this index. Therefore, in the present study, we aimed to evaluate the prognostic value of PVI and its relationship with 28-day mortality.

PATIENTS AND METHODS: A total of 158 patients were included. Patients were divided into two groups according to 28-day mortality. Patients who died within 28 days were assigned to Group M (Mortal), while those who survived were included in Group S (Survive). Patients’ demographics, definitive diagnosis, arterial blood pressure, fingertip oxygen saturation, PVI, fingertip blood glucose, fever, pulse, shock index, and serum lactate level were recorded.

RESULTS: Regarding demographics, no statistically significant difference was found between the two groups in terms of age, gender, and Body Mass Index (BMI) (p=0.356, p=0.966, and p=0.977, respectively). The rate of intubation, the use of vasopressors, Acute Physiology and Chronic Health Evaluation (APACHE) II score, shock index, and PVI values were statistically significantly higher in Group M compared to Group S (for all, p<0.001). Glasgow Coma Score (GCS), Perfusion Index (PI), and length of stay were statistically significantly lower in Group M than in Group S (p<0.001, p<0.001, and p=0.025, respectively). PVI predicted 28-day mortality with 83.8% sensitivity and 97.9% specificity.

CONCLUSIONS: PVI, serum lactate level, PI, APACHE II, GCS, and need for vasopressors were independent risk factors for 28-day mortality in the Intensive Care Unit (ICU). PVI and serum lactate have a prognostic value in predicting mortality.

PMID:38436172 | DOI:10.26355/eurrev_202402_35460

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Nevin Manimala Statistics

Gene expression profiling on CML patients with Philadelphia translocation

Eur Rev Med Pharmacol Sci. 2024 Feb;28(4):1340-1355. doi: 10.26355/eurrev_202402_35455.

ABSTRACT

OBJECTIVE: The use of tyrosine kinase inhibitors (TKIs) and other targeted therapeutics plays a pivotal role in treatment management for individuals diagnosed with chronic myeloid leukemia (CML). However, some patients may experience fewer favorable outcomes and treatment resistance. Our work aims to use whole transcriptome sequencing to evaluate the variations in gene expression patterns among individuals with CML based on their response to TKI therapy.

PATIENTS AND METHODS: Ten blood samples were obtained from two groups of patients diagnosed with CML: those at the initial diagnosis stage and those at the recurrence stage. RNA extraction was performed on all samples and used for next-generation sequencing. The data analysis was performed using the DESeq2 R program.

RESULTS: In total, 499 genes were identified as having statistically significant differences in expression levels between the two groups. Of these, 122 genes exhibited upregulation, and 377 genes exhibited downregulation. We observed a notable dysregulation in the expression levels of NTRK2 (with a fold change more significant than +5). A significant proportion of the genes that were expressed demonstrated involvement in several biological processes, including the cell cycle, PI3K-AKT signaling system, cellular senescence, oxidative phosphorylation, microRNA in cancer, FOXO signaling pathway, P53 signaling pathway, and other related pathways.

CONCLUSIONS: The results demonstrate a correlation between signaling pathways and the development of treatment resistance in patients with CML. These pathways exhibited enhanced efficacy in transmitting signals downstream of the TKI target, BCR-ABL. Several target genes require additional validation in a more extensive cohort study to verify their correlation with TKI resistance. The present research highlights that many BCR-ABL-independent pathways may be correlated with resistance, thus enhancing the prospective therapy options for patients with CML.

PMID:38436167 | DOI:10.26355/eurrev_202402_35455

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Evaluation of the healing and protective properties of adipose-derived mesenchymal stem cells from cisplatin-induced liver and kidney damage

Eur Rev Med Pharmacol Sci. 2024 Feb;28(4):1327-1339. doi: 10.26355/eurrev_202402_35454.

ABSTRACT

OBJECTIVE: The occurrence of nephrotoxicity and hepatotoxicity as a result of cisplatin administration is a major concern in clinical practice. This study examined the potential protective effects of administering mesenchymal stem cells (MSCs) on the renal and hepatic damage caused by cisplatin. Moreover, the study investigated the potential protective effects of administering Adipose-Derived Mesenchymal Stem Cells (ADMSC) to counteract the harmful effects of cisplatin-induced kidney and liver damage.

MATERIALS AND METHODS: Male Sprague-Dawley rats were divided into three groups: normal control, cisplatin + saline, and cisplatin + ADMSC. Cisplatin was administered to induce toxicity, and ADMSC was administered intravenously as a potential therapeutic intervention. Biochemical parameters and histopathological changes were assessed in the kidney and liver tissues. Statistical analyses were performed using a one-way ANOVA.

RESULTS: Cisplatin increased malondialdehyde (MDA), tumor necrosis factor alfa (TNF-alfa), IL-6, alanine transaminase (ALT), creatinine, Galectin-3, Tissue growth factor beta 1 (TGF-beta 1), compared to the normal control group. Cisplatin-MSC reduced these levels. Histopathology showed that cisplatin caused kidney tubular epithelial necrosis, luminal necrotic debris, tubular dilatation, interstitial inflammation, liver sinusoidal and central vein dilatation, congestion, necrosis, and cytoplasmic vacuolization. ADMSC administration significantly reduced histopathological changes.

CONCLUSIONS: These findings highlight the potential therapeutic benefits of mesenchymal stem cell (MSC) administration in mitigating cisplatin-induced nephrotoxicity and hepatotoxicity. MSC treatment demonstrated protective effects by reducing oxidative stress, inflammatory markers, and histopathological alterations. Further investigations are warranted to elucidate the precise mechanisms underlying these protective effects and evaluate their clinical implications for managing cisplatin-induced organ damage.

PMID:38436166 | DOI:10.26355/eurrev_202402_35454