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Nevin Manimala Statistics

Global distribution, trends, and drivers of flash drought occurrence

Nat Commun. 2021 Nov 3;12(1):6330. doi: 10.1038/s41467-021-26692-z.

ABSTRACT

Flash drought is characterized by a period of rapid drought intensification with impacts on agriculture, water resources, ecosystems, and the human environment. Addressing these challenges requires a fundamental understanding of flash drought occurrence. This study identifies global hotspots for flash drought from 1980-2015 via anomalies in evaporative stress and the standardized evaporative stress ratio. Flash drought hotspots exist over Brazil, the Sahel, the Great Rift Valley, and India, with notable local hotspots over the central United States, southwestern Russia, and northeastern China. Six of the fifteen study regions experienced a statistically significant increase in flash drought during 1980-2015. In contrast, three study regions witnessed a significant decline in flash drought frequency. Finally, the results illustrate that multiple pathways of research are needed to further our understanding of the regional drivers of flash drought and the complex interactions between flash drought and socioeconomic impacts.

PMID:34732727 | DOI:10.1038/s41467-021-26692-z

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Nevin Manimala Statistics

Spousal associations of serum metabolomic profiles by nuclear magnetic resonance spectroscopy

Sci Rep. 2021 Nov 3;11(1):21587. doi: 10.1038/s41598-021-00531-z.

ABSTRACT

Phenotype-based assortative mating is well established in humans, with the potential for further convergence through a shared environment. To assess the correlation within infertile couples of physical, social, and behavioural characteristics and 155 circulating metabolic measures. Cross sectional study at a tertiary medical center of 326 couples undertaking IVF. Serum lipids, lipoprotein subclasses, and low-molecular weight metabolites as quantified by NMR spectroscopy (155 metabolic measures). Multivariable and quantile regression correlations within couples of metabolite profiles. Couples exhibited statistical correlations of varying strength for most physical, social, and behavioural characteristics including age, height, alcohol consumption, education, smoking status, physical activity, family history and ethnicity, with correlation coefficients ranging from 0.22 to 0.73. There was no evidence of within couple associations for BMI and weight, where the correlation coefficients were – 0.03 (95% CI – 0.14, 0.08) and 0.01 (95% CI – 0.10, 0.12), respectively. Within spousal associations of the metabolite measurements were all positive but with weak to modest magnitudes, with the median correlation coefficient across all 155 measures being 0.12 (range 0.01-0.37 and interquartile range 0.10-0.18). With just four having associations stronger than 0.3: docosahexaenoic acid (0.37, 95% CI 0.22, 0.52), omega-3 fatty acids (0.32, 95% CI 0.20, 0.43) histidine (0.32, 95% CI 0.23, 0.41) and pyruvate (0.32, 95% CI 0.22, 0.43). Infertile couples exhibit spousal similarities for a range of demographic and serum metabolite measures, supporting initial assortative mating, with diet-derived metabolites suggesting possible subsequent convergence of their individual metabolic profile.

PMID:34732718 | DOI:10.1038/s41598-021-00531-z

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Nevin Manimala Statistics

Association of Single-Nucleotide Polymorphisms of Gab1 Gene with Susceptibility to Meningioma in a Northern Chinese Han Population

Med Sci Monit. 2021 Nov 4;27:e933444. doi: 10.12659/MSM.933444.

ABSTRACT

BACKGROUND The Gab1 gene has an important role in cell proliferation in meningioma via various signaling pathways. However, the relationship between polymorphisms of the Gab1 gene and meningioma remains unknown. In this study, we aimed to investigate the plausible association of single-nucleotide polymorphisms (SNPs) of the Gab1 gene and meningioma risk in a northern Chinese Han population. MATERIAL AND METHODS This case-control study included 205 patients with meningioma and 297 healthy controls. Four loci of the Gab1 gene were genotyped using the multiplex snapshot technique. The odds ratio (OR) and 95% confidence interval (CI) were calculated by chi-squared and logistic regression analysis. The distributions of Gab1 SNP genotypes and allele frequencies were compared between patients with meningioma and healthy controls and among patients stratified by clinical phenotypes. RESULTS The allelic frequency distributions of G at rs3805236 and C at rs1397529 were significantly higher in patients with meningioma than in healthy controls. The frequency of the rs3805236-GG and rs1397529-AC genotypes were significantly higher in patients with meningioma than in controls. Furthermore, there was a statistically significant difference between the genotypes of patients versus healthy individuals at rs1397529, according to stratification by dural invasion. The allelic frequency distributions of alleles or genotypes at rs3805246 and rs3828512 were not different in patients with meningioma and healthy controls. CONCLUSIONS The Gab1 gene rs3805236A>G and rs1397529A>C SNPs increased the risk of meningioma in the northern Chinese Han population. Furthermore, rs1397529A>C may be related to enhanced dural invasion in patients with meningioma.

PMID:34732686 | DOI:10.12659/MSM.933444

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Nevin Manimala Statistics

Parental Stress as the Mediator Between Symptom Burden and the Quality of Life of Chinese Children With Cancer

Cancer Nurs. 2021 Nov 1. doi: 10.1097/NCC.0000000000001032. Online ahead of print.

ABSTRACT

BACKGROUND: Because of their cancer and treatment adverse effects, most pediatric oncology patients will experience 1 or more symptoms at one time that can seriously affect their quality of life. Because these children are attached to parents, their symptom burden directly influences the parental stress level and parental interpretations of their children’s quality of life.

OBJECTIVE: The aim of this study was to examine the association between child-reported symptom burden and the pediatric quality of life reported by children with cancer and their parents, and whether parental perceived stress mediates these relationships.

METHODS: In a cross-sectional design, convenience sampling was used to recruit 80 parent-child dyads. Advanced statistical methods were adopted to analyze the mediating effects of parental stress between children’s symptom burden and their quality of life.

RESULTS: The results revealed that parental stress was the mediator in the relationship between child-reported symptom burden and children’s quality of life reported by parents. The results also showed that parental stress was not a mediator in the relationship between child-reported symptom burden and their quality of life. This underscored the differences in interpretations of quality of life reported by children and their parents.

CONCLUSION: Children’s symptom burden is an important factor in predicting parental stress level and the quality of life reported by the children. Children’s voice should be incorporated whenever possible.

IMPLICATIONS FOR PRACTICE: The knowledge gained from this study will facilitate intervention development to enhance parents’ abilities in stress management and symptom management for their children with the support of the nursing profession.

PMID:34732679 | DOI:10.1097/NCC.0000000000001032

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Nevin Manimala Statistics

Administration of Intravenous Dexmedetomidine and Acetaminophen for Improved Postoperative Pain Management in Primary Palatoplasty

J Craniofac Surg. 2021 Nov 2. doi: 10.1097/SCS.0000000000008353. Online ahead of print.

ABSTRACT

OBJECTIVE: Suboptimal pain management after primary palatoplasty (PP) may lead to complications such as hypoxemia, and increased hospital length of stay. Opioids are the first option for postoperative acute pain control after PP; however, adverse effects include excessive sedation, respiratory depression, and death, among others. Thus, optimizing postoperative pain control using opioid-sparing techniques is critically important. This paper aims to analyze efficacy and safety of combined intravenous (IV), dexmedetomidine, and IV acetaminophen during PP.

METHODS: Review of a cohort of patients who underwent PP from April 2009 to July 2018 at a large free-standing children’s hospital was performed, comparing patients who received combined IV dexmedetomidine and acetaminophen with those who did not receive either of the 2 medications. Efficacy was measured through opioid and nonopioid analgesic dose and timing, pain scores, duration to oral intake, and length of stay. Safety was measured by 30-day complication rates including readmission for bleeding and need for supplementary oxygen.

RESULTS: Total postoperative acetaminophen (P = 0.01) and recovery room fentanyl (P < 0.001) requirements were significantly lower in the study group compared with the control group. Length of stay, oral intake duration, pain scores, total postoperative opioid requirements, and complications rates trended favorably in the study group, though differences did not reach statistical significance.

CONCLUSIONS: Intraoperative IV dexmedetomidine and acetaminophen during PP provides safe and effective perioperative pain control, resulting in statistically significant decreased need for postoperative acetaminophen and fentanyl. Larger studies are necessary to determine if other trends identified in this study may be significant.

PMID:34732670 | DOI:10.1097/SCS.0000000000008353

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Nevin Manimala Statistics

The Japan Neurosurgical Database: Statistics Update 2018 and 2019

Neurol Med Chir (Tokyo). 2021 Nov 3. doi: 10.2176/nmc.st.2021-0254. Online ahead of print.

ABSTRACT

Each year, the Japan Neurosurgical Society (JNS) reports up-to-date statistics from the Japan Neurosurgical Database regarding case volume, patient demographics, and in-hospital outcomes of the overall cohort and neurosurgical subgroup according to the major classifications of main diagnosis. We hereby report patient demographics, in-hospital mortality, length of hospital stay, purpose of admission, number of medical management, direct surgery, endovascular treatment, and radiosurgery of the patients based on the major classifications and/or main diagnosis registered in 2018 and 2019 in the overall cohort (523283 and 571143 patients, respectively) and neurosurgical subgroup (177184 and 191595 patients, respectively). The patient demographics, disease severity, proportion of purpose of admission (e.g., operation, 33.9-33.5%) and emergent admission (68.4-67.8%), and in-hospital mortality (e.g., cerebrovascular diseases, 6.3-6.5%; brain tumor, 3.1-3%; and neurotrauma, 4.3%) in the overall cohort were comparable between 2018 and 2019. In total, 207783 and 225217 neurosurgical procedures were performed in the neurosurgical subgroup in 2018 and 2019, respectively, of which endovascular treatment comprised 19.1% and 20.3%, respectively. Neurosurgical management of chronic subdural hematoma (19.4-18.9%) and cerebral aneurysm (15.4-14.8%) was most common. Notably, the proportion of management of ischemic stroke/transient ischemic attack, including recombinant tissue plasminogen activator infusion and endovascular acute reperfusion therapy, increased from 7.5% in 2018 to 8.8% in 2019. The JNS statistical update represents a critical resource for the lay public, policy makers, media professionals, neurosurgeons, healthcare administrators, researchers, health advocates, and others seeking the best available data on neurosurgical practice.

PMID:34732592 | DOI:10.2176/nmc.st.2021-0254

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Nevin Manimala Statistics

Effect of Robot-assisted Rehabilitation to Botulinum Toxin A Injection for Upper Limb Disability in Patients with Chronic Stroke: A Case Series and Systematic Review

Neurol Med Chir (Tokyo). 2021 Nov 3. doi: 10.2176/nmc.oa.2020-0408. Online ahead of print.

ABSTRACT

Combining single-joint hybrid assistive limb (HAL-SJ) with botulinum toxin A (BTX-A) therapy is novel and has great therapeutic potential for the rehabilitation of stroke patients with upper limb paralysis. The purpose of this observational case series study was to evaluate the effect of BTX-A and HAL-SJ combination therapy on different exoskeleton robots used for treating upper limb paralysis. The HAL-SJ combination received a BTX-A injection followed by HAL-SJ-assisted rehabilitation for 60 min per session, 10 times per week, during 2 weeks of hospitalization. Clinical evaluations to assess motor function, limb functions used during daily activities, and spasticity were performed prior to injection, at 2-week post-treatment intervention, and at the 4-month follow-up visit. The total Fugl-Meyer assessment-upper limb (FMA-UE), proximal FMA-UE, action research arm test (ARAT), Motor Activity Log (MAL), and Disability Assessment Scale (DAS) showed a statistically significant difference, and a large effect size. However, the FMA distal assessment at 2-week post-treatment intervention showed no significant difference and a moderate effect size. The FMA-UE scores of the extracted systematic review articles showed that our design improved upper limb function. The change in the total FMA-UE score in this study showed that, compared to previous reports in the exoskeletal robotic therapy group, our combination therapy had a higher score than five of the seven references. Our results suggest that BTX-A therapy and HAL-SJ combination therapy may improve upper limb function, similar to other treatment methods in the literature.

PMID:34732591 | DOI:10.2176/nmc.oa.2020-0408

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Nevin Manimala Statistics

Clinical Phenotyping of Out-of-Hospital Cardiac Arrest Patients With Shockable Rhythm - Machine Learning-Based Unsupervised Cluster Analysis

Circ J. 2021 Nov 2. doi: 10.1253/circj.CJ-21-0675. Online ahead of print.

ABSTRACT

BACKGROUND: The hypothesis of this study is that latent class analysis could identify the subphenotypes of out-of-hospital cardiac arrest (OHCA) patients associated with the outcomes and allow us to explore heterogeneity in the effects of extracorporeal cardiopulmonary resuscitation (ECPR).Methods and Results:This study was a retrospective analysis of a multicenter prospective observational study (CRITICAL study) of OHCA patients. It included adult OHCA patients with initial shockable rhythm. Patients from 2012 to 2016 (development dataset) were included in the latent class analysis, and those from 2017 (validation dataset) were included for evaluation. The association between subphenotypes and outcomes was investigated. Further, the heterogeneity of the association between ECPR implementation and outcomes was explored. In the study results, a total of 920 patients were included for latent class analysis. Three subphenotypes (Groups 1, 2, and 3) were identified, mainly characterized by the distribution of partial pressure of O2(PO2), partial pressure of CO2(PCO2) value of blood gas assessment, cardiac rhythm on hospital arrival, and estimated glomerular filtration rate. The 30-day survival outcomes were varied across the groups: 15.7% in Group 1; 30.7% in Group 2; and 85.9% in Group 3. Further, the association between ECPR and 30-day survival outcomes by subphenotype groups in the development dataset was as varied. These results were validated using the validation dataset.

CONCLUSIONS: The latent class analysis identified 3 subphenotypes with different survival outcomes and potential heterogeneity in the effects of ECPR.

PMID:34732587 | DOI:10.1253/circj.CJ-21-0675

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Nevin Manimala Statistics

Comparison of Two Extubation Techniques in Critically Ill Adult Subjects: The ExtubAR Randomized Clinical Trial

Respir Care. 2021 Nov 3:respcare.09276. doi: 10.4187/respcare.09276. Online ahead of print.

ABSTRACT

BACKGROUND: Two orotracheal extubation techniques are described in the literature: the traditional technique and the positive-pressure technique. Although prior studies reported better clinical outcomes with the positive-pressure extubation technique, its superiority has not been extensively studied yet. This study was to determine whether the positive-pressure orotracheal extubation technique, compared with the traditional orotracheal extubation technique, reduces the incidence of major postextubation complications (up to 60 min) in critically ill adult subjects.

METHODS: This was a multi-center randomized clinical trial. Subjects age > 18 y, requiring invasive mechanical ventilation through an endotracheal tube, who met the orotracheal extubation criteria were included and randomized to traditional extubation group (removing the endotracheal tube by applying continuous endotracheal suctioning during the entire procedure) or positive-pressure group (application of pressure support mode at 15/10 cm H2O during cuff deflation and extubation). The primary measure was postextubation major complications, defined as the clinical evidence of at least one of the following: desaturation, upper-airway obstruction, or vomiting.

RESULTS: A total of 725 subjects was randomly assigned to the traditional extubation group (n = 358) and positive-pressure group (n = 367). Seventeen subjects were eliminated and not included in the per-protocol analysis. Of 708 subjects, 185 (26.1%) developed at least one major complication. The incidence was 27.8% (96/345) in the traditional group compared with 24.5% (89/363) in the positive-pressure group. No statistically significant differences were observed between the 2 groups (absolute risk 3% [95 CI -3 to 10]; relative risk, 0.88 [95 CI 0.69-1.13], P = .32).

CONCLUSIONS: Despite the trend toward the positive-pressure group, no statistically significant differences were observed. Our findings agree with the literature in that positive-pressure extubation is a safe procedure; therefore, both techniques may be used during extubation in critically ill adult patients.

PMID:34732586 | DOI:10.4187/respcare.09276

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Nevin Manimala Statistics

Predictive value of platelet to lymphocyte ratio and neutrophil to lymphocyte ratio in evaluating both lung involvement and severity of patients with coronavirus disease 2019

Saudi Med J. 2021 Nov;42(11):1223-1228. doi: 10.15537/smj.2021.42.11.20210485.

ABSTRACT

OBJECTIVES: To investigate the relationship of the neutrophil lymphocyte ratio (NLR) and the platelet lymphocyte ratio (PLR) with lung involvement and total lung severity score (TLSS) in computed tomography (CT) of patients with coronavirus disease -19 (COVID-19) and to evaluate their clinical usability.

METHODS: Basic laboratory, clinical features and imaging data of patients was obtained by examining the file and archive records of our hospital. According to the findings of lung CT scan at the time of diagnosis among COVID-19 patients, 2 groups were formed.

RESULTS: The NLR was 2.22±11.15 and the PLR was 142.77±387.10 in patients with COVID-19 pneumonia. The NLR was 1.88±7.47 and the PLR was 130.65±203.6 8 in patients without COVID-19 pneumonia. The differences in the NLR and the PLR were determined to be statistically significant between the 2 groups. A positive correlation was observed between NLR and PLR (r=0.225, p=0.010) and TLSS (r=0.244, p=0.005).

CONCLUSION: This study showed that the NLR and PLR values can be 2 inflammatory markers that can be used to evaluate lung involvement and disease severity in COVID-19 patients. At the time of initial diagnosis and during follow-up, these markers can give an idea in terms of prognosis, together with other clinical findings and markers.

PMID:34732555 | DOI:10.15537/smj.2021.42.11.20210485