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Nevin Manimala Statistics

Bayesian analysis of joint quantile regression for multi-response longitudinal data with application to primary biliary cirrhosis sequential cohort study

Stat Methods Med Res. 2024 Apr 27:9622802241247725. doi: 10.1177/09622802241247725. Online ahead of print.

ABSTRACT

This article proposes a Bayesian approach for jointly estimating marginal conditional quantiles of multi-response longitudinal data with multivariate mixed effects model. The multivariate asymmetric Laplace distribution is employed to construct the working likelihood of the considered model. Penalization priors on regression parameters are incorporated into the working likelihood to conduct Bayesian high-dimensional inference. Markov chain Monte Carlo algorithm is used to obtain the fully conditional posterior distributions of all parameters and latent variables. Monte Carlo simulations are conducted to evaluate the sample performance of the proposed joint quantile regression approach. Finally, we analyze a longitudinal medical dataset of the primary biliary cirrhosis sequential cohort study to illustrate the real application of the proposed modeling method.

PMID:38676359 | DOI:10.1177/09622802241247725

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Nevin Manimala Statistics

Spontaneous recovery from neuromuscular block after a single dose of a muscle relaxant in pediatric patients: A systematic review using a network meta-analytic and meta-regression approach

Paediatr Anaesth. 2024 Apr 26. doi: 10.1111/pan.14908. Online ahead of print.

ABSTRACT

BACKGROUND: Age-related differences in the pharmacokinetics and pharmacodynamics of neuromuscular blocking agents (NMBAs) and the short duration of many surgical procedures put pediatric patients at risk of postoperative residual curarization (PORC). To date, the duration of neuromuscular blocking agent effect in children has not been analyzed in a quantitative review. The current meta-analysis aimed to compare spontaneous recovery following administration of various types and doses of neuromuscular blocking agents and to quantify the effect of prognostic variables associated with the recovery time in pediatric patients.

METHOD: We searched for randomized controlled trials (RCTs) and controlled clinical trials (CCTs) that compared the time to 25% T1 (t25), from 25% to 75% T1 (RI25-75), and to ≥90% train-of-four (tTOF90) neuromuscular recovery between common neuromuscular blocking agent treatments administered as a single bolus to healthy pediatric participants. We compared spontaneous t25, RI25-75, and tTOF90 between (1) neuromuscular blocking agent treatments and (2) age groups receiving a given neuromuscular blocking agent intervention and anesthesia technique. Bayesian random-effects network and pairwise meta-analyses along with meta-regression were used to evaluate the results.

RESULTS: We used data from 71 randomized controlled trials/controlled clinical trials including 4319 participants. Network meta-analysis allowed for the juxtaposition and ranking of spontaneous t25, RI25-75, and tTOF90 following common neuromuscular blocking agent interventions. For all neuromuscular blocking agents a log-linear relationship between dose and duration of action was found. With the neuromuscular blocking agent treatments studied, the average tTOF90 (mean[CrI95]) in children (>2-11 y) was 41.96 [14.35, 69.50] and 17.06 [5.99, 28.30] min shorter than in neonates (<28 d) and infants (28 d-12 M), respectively. We found a negative log-linear correlation between age and duration of neuromuscular blocking agent effect. The difference in the tTOF90 (mean[CrI95]) between children and other age groups increased by 21.66 [8.82, 34.53] min with the use of aminosteroid neuromuscular blocking agents and by 24.73 [7.92, 41.43] min with the addition of sevoflurane/isoflurane for anesthesia maintenance.

CONCLUSIONS: The times to neuromuscular recovery are highly variable. These can decrease significantly with age and are prolonged when volatile anesthetics are administered. This variability, combined with the short duration of many pediatric surgical procedures, makes quantitative neuromuscular monitoring mandatory even after a single dose of neuromuscular blocking agent.

PMID:38676354 | DOI:10.1111/pan.14908

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Nevin Manimala Statistics

Family History of Type 2 Diabetes and Its Association with Beta Cell Function and Lipid Profile in Newly Diagnosed Pediatric Patients with Type 1 Diabetes

Endocr Res. 2024 Apr 26:1-7. doi: 10.1080/07435800.2024.2339934. Online ahead of print.

ABSTRACT

OBJECTIVE: The objective of this study was to explore the associations between a family history of type 2 diabetes (T2D) and beta-cell function, as well as lipid profile, in pediatric patients newly diagnosed with type 1 diabetes (T1D).

METHODS: A retrospective analysis was conducted on children under 14 years of age who were newly diagnosed with T1D at the Children’s Hospital of Zhejiang University between August 2018 and August 2022. Clinical features, metabolic profiles, beta-cell function, and lipid profile were evaluated.

RESULTS: A total of 316 children were diagnosed with new-onset T1D. Among them, 28.2% had a family history of T2D. Patients with T1D who had a family history of T2D experienced a later onset of the disease (p = 0.016), improved HOMA2-%B levels (p = 0.003), and increased concentrations of HDL-C (p = 0.005). In addition, no statistically significant differences in age at onset, HOMA2-%B levels, or HDL-C were found when assessing the interaction between family history of T2D and type of diabetes mellitus (autoimmune T1D/idiopathic T1D).

CONCLUSION: A family history of T2D may contribute to the heterogeneity of T1D patients in terms of HOMA2-%B levels and lipid profile. This highlights the significance of taking into account T2D-related factors in the diagnosis and treatment of T1D.

PMID:38676343 | DOI:10.1080/07435800.2024.2339934

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Nevin Manimala Statistics

Comparison of Right Ventricular Outflow Tract Reconstruction Techniques on Mid-Term Pulmonic Valve Fate

World J Pediatr Congenit Heart Surg. 2024 Apr 26:21501351241237957. doi: 10.1177/21501351241237957. Online ahead of print.

ABSTRACT

Introduction: The pulmonic valve-sparing technique (PVS) is an emerging approach of right ventricular outflow tract reconstruction in tetralogy of Fallot (TOF) correction aimed at reducing the incidence of pulmonic regurgitation (PR) and the need for subsequent reintervention. This study aims to compare the long-term occurrence of moderate to severe PR/stenosis (PR/PS) between three different approaches. Patients and Methods: We conducted a retrospective cohort study involving 173 patients who underwent TOF correction at Chiang Mai University hospital between January 2006 and December 2016. The patients were divided into three groups: transannular patch (TAP; n = 88, 50.9%), monocusp insertion (MCI; n = 40, 23.1%), and PVS (n = 45, 26%). The study assessed freedom from moderate to severe PR/PS. Results: The median overall follow-up time was 79.8 months (interquartile range: 50.7-115.5 months. The PVS exhibited larger PV Z-score (-2.6 ± 2.3 mm, P < .001), with predominantly tricuspid morphology (64.4%). The PVS had significantly shorter median ventilator time, intensive care unit stay, hospital stay, and longer median follow-up time. Postoperative moderate-severe PR was lower in the PVS group (P < .001), with no significant difference in PS (P = .356) and complications among the groups. Freedom from moderate-severe PR/PS was longer in the MCI group (2.8, 0.2-42.3 months vs 30.9, 0.2-50.9 months, respectively). Multivariable analysis showed TAP and MCI had a higher risk of developing moderate-severe PR (hazard ratio [HR] 2.51; 95% confidence interval [CI] 1.23-5.13 vs HR 1.41; 95%CI 0.59-3.38) but lower risk of moderate-severe PS (HR 0.14; 95%CI 0.02-0.9 vs HR 0.39; 95%CI 0.05-3.19). Conclusion: Pulmonic valve-sparing reconstruction showed promise in preventing late moderate-severe PR in patients with favorable PV anatomy. However, it should be noted that this technique is associated with a higher incidence of PS.

PMID:38676333 | DOI:10.1177/21501351241237957

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Nevin Manimala Statistics

Quantitative brain stem assessment in discriminating neurodegenerative disorders from normal pressure hydrocephalus

J Neuroimaging. 2024 Apr 26. doi: 10.1111/jon.13204. Online ahead of print.

ABSTRACT

BACKGROUND AND PURPOSE: Differentiating idiopathic normal pressure hydrocephalus (iNPH) from neurodegenerative disorders such as progressive supranuclear palsy (PSP), Multiple System Atrophy-parkinsonian type (MSA-P), and vascular dementia (VaD) is challenging due to overlapping clinical and neuroimaging findings. This study assesses if quantitative brain stem and cerebellum metrics can aid in this differentiation.

METHODS: We retrospectively compared the sagittal midbrain area, midbrain to pons ratio, MR parkinsonism index (MRPI), and cerebellar atrophy in 30 PSP patients, 31 iNPH patients, 27 MSA-P patients, 32 VaD patients, and 25 healthy controls. Statistical analyses determined group differences, sensitivity, specificity, and the area under the receiver operating characteristic curves.

RESULTS: There was an overlap in midbrain morphology between PSP and iNPH, as assessed with MRPI, midbrain to pons ratio, and midbrain area. A cutoff value of MRPI > 13 exhibited 84% specificity in distinguishing PSP from iNPH and 100% in discriminating PSP from all other conditions. A cutoff value of midbrain to pons ratio at <0.15 yielded 95% specificity for differentiating PSP from iNPH and 100% from all other conditions. A cutoff value of midbrain area at <87 mm2 exhibited 97% specificity for differentiating PSP from iNPH and 100% from all other conditions. All measures showed low sensitivity. Cerebellar atrophy did not differ significantly among groups.

CONCLUSION: Our study questions MRPI’s diagnostic performance in distinguishing PSP from iNPH. Simpler indices such as midbrain to pons ratio and midbrain area showed similar or better accuracy. However, all these indices displayed low sensitivity despite significant differences among PSP, MSA-P, and VaD.

PMID:38676300 | DOI:10.1111/jon.13204

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Nevin Manimala Statistics

Parental acceptability of silver diamine fluoride: The UK and US experiences

Int J Paediatr Dent. 2024 Apr 26. doi: 10.1111/ipd.13195. Online ahead of print.

ABSTRACT

BACKGROUND: International data suggest that parents may have reservations about the use of silver diamine fluoride (SDF).

AIM: The aims of this study were to: (1) examine the acceptance of parents/carers towards the use of SDF for the management of caries in children’s primary teeth in secondary care dental settings in the UK and the United States and (2) determine which factors may affect the acceptance of the use of SDF.

DESIGN: This was a cross-sectional questionnaire of SDF acceptability, completed by parents of young children. It was validated and adapted to local populations. Data were analysed with descriptive and inferential statistics.

RESULTS: Of the 113 Sheffield parents, 73% reported that they would accept SDF treatment of children’s posterior teeth, with 58% reporting this for anterior teeth. Parents having less concern about posterior aesthetics had a statistically significant effect on reported acceptance of SDF (p = .013). In the Colorado sample (n = 104), 72% reported that they would accept SDF on posterior teeth, and 58% reported that they would accept SDF on anterior teeth. Concerns about aesthetics had an effect on decreasing SDF acceptance overall (p = .0065) in anterior (p = .023) and posterior teeth (p = .108).

CONCLUSION: The majority of parents in the two study populations accepted the treatment using SDF. However, concern about aesthetics had an influence on acceptability.

PMID:38676286 | DOI:10.1111/ipd.13195

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Nevin Manimala Statistics

Root canal conicity determination of primary second molars using nanotomography: An in vitro study

Int J Paediatr Dent. 2024 Apr 26. doi: 10.1111/ipd.13198. Online ahead of print.

ABSTRACT

BACKGROUND: The conicity of the root canals of primary teeth is an important measure for endodontic therapies. However, determining this conicity depends on the methods employed, which requires further investigation.

AIM: The aim of this study was to determine the conicity of the root canals of the upper and lower primary second molars using nanotomography (nCT).

DESIGN: An in vitro study was performed using nine primary second molars, both upper and lower, subjected to nCT. Comparisons between the diameters of root canals were performed between the thirds (cervical-D0, middle-D5, and apical-D7). The conicity (%) was determined for each root canal from cervical to apical. Data were statistically analyzed with a significance level of 5%.

RESULTS: The conicity ranged from 2% to 8% for the upper primary second molars. Significant differences in root canal diameter between the thirds (D0, D5, and D7 points) were observed in the mesio- and distobuccal roots (p < .05), but not in the palatal roots (p > .05). For the lower primary second molars, the conicity ranged from 2% to 17%, as well as significant differences in root canal diameter between the thirds (D0, D5, and D7 points) were observed in all roots (distal, mesiobuccal, and mesiolingual; p < .05).

CONCLUSION: The conicity of the upper primary second molars was different from that of the lower ones, which showed a greater variability.

PMID:38676283 | DOI:10.1111/ipd.13198

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Nevin Manimala Statistics

Caffeine and Sleep in Preventing Post-spinal Headache: Which One is More Effective?

Biol Res Nurs. 2024 Apr 26:10998004241249938. doi: 10.1177/10998004241249938. Online ahead of print.

ABSTRACT

OBJECTIVE: The study aimed to determine the effects of caffeine consumption and sleep on post-spinal headache after spinal anesthesia.

BACKGROUND: Post-spinal headache is among the most well-known and common complications of spinal anesthesia. Although caffeine consumption is recommended to prevent headache after spinal anesthesia, caffeine does not prevent headache and causes sleep-related problems. No study in the literature found a correlation between sleep and caffeine consumption after spinal anesthesia and post-spinal headache.

METHODS: The research is a descriptive and cross-sectional study. The study sample comprised 425 patients who underwent elective surgery in a research hospital. The research data were collected by face-to-face interviews between April 2021 and December 2023. The “Sociodemographic and Clinical Characteristics Form,” “Richard-Campbell Sleep Scale,” “Insomnia Severity Index,” and “Visual Analog Scale” were used in data collection. Factors affecting post-spinal headache were determined using binary logistic regression analysis.

RESULTS: According to the binary logistic regression, the insomnia severity score (OR = 1.234; p < .001), sleep quality score (OR = .992; p < .01), postoperative sleep duration (OR = .619; p < .05), and not consuming coffee (OR = .035; p < .001) are statistically significant predictors of post-spinal headache and explain 57.7% of the variance. A one-unit increase in patients’ insomnia severity increased the probability of experiencing a post-spinal headache by 23.4%. With a one-unit increase in sleep quality, there was an 8% decrease in the probability of experiencing spinal headache, and a 3.81% decrease in the probability of experiencing post-spinal headache with an increase in sleep duration after surgery. The probability of experiencing post-spinal headache was 0.35 times higher in individuals who did not consume caffeine after surgery than in those who consumed it.

CONCLUSION: The present study demonstrated that insomnia severity and sleep quality were more effective than caffeine consumption in preventing post-spinal headache. Insomnia and decreased sleep quality may cause a significant burden in developing post-spinal headache in patients and may cause post-spinal headache to be observed more frequently. Therefore, the use of caffeine in preventing or reducing post-spinal headache may adversely affect the duration and quality of sleep and increase the severity of insomnia.

PMID:38676282 | DOI:10.1177/10998004241249938

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Nevin Manimala Statistics

Understanding the Nonlinear Response of SiPMs

Sensors (Basel). 2024 Apr 21;24(8):2648. doi: 10.3390/s24082648.

ABSTRACT

A systematic study of the nonlinear response of Silicon Photomultipliers (SiPMs) was conducted through Monte Carlo (MC) simulations. The MC code was validated against experimental data for two different SiPMs. Nonlinearity mainly depends on the balance between the photon rate and the pixel recovery time. Additionally, nonlinearity has been found to depend on the light pulse shape, the correlated noise, the overvoltage dependence of the photon detection efficiency, and the impedance of the readout circuit. Correlated noise has been shown to have a minor impact on nonlinearity, but it can significantly affect the shape of the SiPM output current. Considering these dependencies and a previous statistical analysis of the nonlinear response of SiPMs, two phenomenological fitting models were proposed for exponential-like and finite light pulses, explaining the roles of their various terms and parameters. These models provide an accurate description of the nonlinear responses of SiPMs at the level of a few percentages for a wide range of situations.

PMID:38676265 | DOI:10.3390/s24082648

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Nevin Manimala Statistics

Electrochemical Impedance Spectroscopy for the Sensing of the Kinetic Parameters of Engineered Enzymes

Sensors (Basel). 2024 Apr 20;24(8):2643. doi: 10.3390/s24082643.

ABSTRACT

The study presents a promising approach to enzymatic kinetics using Electrochemical Impedance Spectroscopy (EIS) to assess fundamental parameters of modified enteropeptidases. Traditional methods for determining these parameters, while effective, often lack versatility and convenience, especially under varying environmental conditions. The use of EIS provides a novel approach that overcomes these limitations. The enteropeptidase underwent genetic modification through the introduction of single amino acid modifications to assess their effect on enzyme kinetics. However, according to the one-sample t-test results, the difference between the engineered enzymes and hEKL was not statistically significant by conventional criteria. The kinetic parameters were analyzed using fluorescence spectroscopy and EIS, which was found to be an effective tool for the real-time measurement of enzyme kinetics. The results obtained through EIS were not significantly different from those obtained through traditional fluorescence spectroscopy methods (p value >> 0.05). The study validates the use of EIS for measuring enzyme kinetics and provides insight into the effects of specific amino acid changes on enteropeptidase function. These findings have potential applications in biotechnology and biochemical research, suggesting a new method for rapidly assessing enzymatic activity.

PMID:38676260 | DOI:10.3390/s24082643