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Nevin Manimala Statistics

Clinical outcomes of EGFR+/METamp+ vs. EGFR+/METamp- untreated patients with advanced non-small cell lung cancer

Thorac Cancer. 2022 Apr 18. doi: 10.1111/1759-7714.14429. Online ahead of print.

ABSTRACT

BACKGROUND: MET dysregulation has been implicated in the development of primary and secondary resistance to EGFR tyrosine kinase inhibitor (TKI) therapy. However, the clinicopathological characteristics and outcomes of patients harboring EGFR-sensitive mutations and de novo MET amplifications still need to be explored.

METHODS: A total of 54 patients from our hospital with non-small cell lung cancer harboring EGFR-sensitive mutations and/or de novo MET amplifications were included in this study. Survival rates were estimated by the Kaplan-Meier method with log-rank statistics. Lung cancer organoids (LCOs) were generated from patient-derived malignant pleural effusion to perform drug sensitivity assays.

RESULTS: Fifty-four patients with the appropriate clinicopathological characteristics were enrolled. MET FISH was performed in 40 patients who were stratified accordingly into two groups: EGFR+/METamp- (n = 22) and EGFR+/METamp + (n = 18). Survival rates for EGFR+/METamp- and EGFR+/METamp + patients respectively, were as follows: the median progression-free survival (PFS) was 12.1 and 1.9 months (p<0.001); the median post-progression overall survival (pOS) was 25.6 and 11.6 months (p = 0.023); the median overall survival (OS) was 33.2 and 12.7 months (p = 0.013). Drug testing conducted in LCOs derived from malignant pleural effusion from EGFR+/METamp + patients showed that dual targeted therapy was more effective than TKI monotherapy.

CONCLUSION: EGFR+/METamp + patients treated with first-line TKI monotherapy had poor clinical outcomes. Dual targeted therapy showed potent anticancer activity in the LCO drug testing assay, suggesting that it is a promising first-line treatment for EGFR+/METamp + patients. Randomized controlled trials are needed to further validate these results.

PMID:35437920 | DOI:10.1111/1759-7714.14429

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Preoperative skin asepsis protocols using chlorhexidine versus povidone-iodine in veterinary surgery: A systematic review and meta-analysis

Vet Surg. 2022 Apr 18. doi: 10.1111/vsu.13810. Online ahead of print.

ABSTRACT

OBJECTIVE: To provide a systematic assessment of the efficacy of preoperative skin asepsis using chlorhexidine versus povidone-iodine based protocols for surgical site infection (SSI) prevention in veterinary surgery.

STUDY DESIGN: Systematic meta-analytical review according to PRISMA-P guidelines.

SAMPLE POPULATION: Studies comparing preoperative skin asepsis protocols using chlorhexidine versus povidone-iodine in veterinary surgery identified by systematic search between 1990 and 2020.

METHODS: A search using MEDLINE/Pubmed, Web of Science and CAB Abstracts was performed, followed by secondary searches of Google Scholar, Proquest Dissertation and Theses, and relevant bibliographic articles. Primary and secondary outcome measures were the efficacy of skin asepsis protocols using chlorhexidine versus povidone-iodine on SSI incidence and skin bacterial colonization, respectively. A meta-analysis was performed with a random-effect model, with effect size calculated as risk ratio (RR) or mean standard deviation (MSD) with 95% CI. Statistical significance was set at P < .05.

RESULTS: Among 1067 publications that met the initial search criteria, 9 relevant studies were eligible for analysis. No difference in the incidence of postoperative SSI or skin bacterial colonization between preoperative asepsis protocols using chlorhexidine versus povidone-iodine was found. Insufficient information and detail were frequent among studies and precluded a clear assessment of bias.

CONCLUSION: This study showed that asepsis protocols using chlorhexidine were comparable to povidone-iodine in preventing postoperative SSI and reducing skin bacterial colonization.

CLINICAL SIGNIFICANCE: Given the limitations of the studies that were included in terms of both quality and quantity, more high-quality randomized controlled trials are needed to confirm these conclusions.

PMID:35437786 | DOI:10.1111/vsu.13810

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No significant association between SNPs in the CLOCK and ADH4 genes and susceptibility to cluster headaches: A systematic review and meta-analysis

Ann Hum Genet. 2022 Apr 18. doi: 10.1111/ahg.12467. Online ahead of print.

ABSTRACT

BACKGROUND: The circadian locomotor output cycles kaput (CLOCK) gene and the alcohol dehydrogenase 4 (ADH4) gene are promising candidates for susceptibility to cluster headaches (CH). Associations of the three single nucleotide polymorphisms (SNPs)-CLOCK SNP rs1801260 and ADH4 SNPs rs1800759, and rs1126671-with CH were studied previously, but the results were inconsistent.

METHODS: Associations between the three SNPs (rs1801260, rs1126671, and rs1800759) and CH risk were separately assessed by pooled odds ratios (ORs) along with 95% confidence intervals (95% CIs) based on five different genetic models. Methodological quality was assessed using the Newcastle-Ottawa Quality Assessment Scale (NOS). All statistical analyses were carried out with RevMan 5.3 software.

RESULTS: Eight studies involving 1437 CH patients and 2541 healthy controls were selected for quantitative synthesis, from five studies on CLOCK rs1801260, five on ADH4 rs1800759, and three on ADH4 rs1126671. Our pooled data did not support associations between the three SNPs (rs1801260 in the CLOCK gene, rs1800759 and rs1126671 in the ADH4 gene) and susceptibility to CH (rs1801260: OR 1.10, 95% CI: 0.95-1.28; p = 0.19; rs1800759: OR 1.06, 95% CI: 0.93-1.22; p = 0.37; and rs1126671: OR 1.09, 95% CI: 0.92-1.28; p = 0.32).

CONCLUSION: We found no significant associations between the three SNPs (rs1801260 in the CLOCK gene and rs1800759 and rs1126671 in the ADH4 gene) and the susceptibility to CH across both Caucasian and Asian ethnicities in our meta-analysis.

PMID:35437765 | DOI:10.1111/ahg.12467

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“On a night like this”: A mixed-methods approach to understanding high-risk drinking events in college students

Alcohol Clin Exp Res. 2022 Apr 18. doi: 10.1111/acer.14844. Online ahead of print.

ABSTRACT

BACKGROUND: Previous research indicates college students report heavier drinking on certain events (e.g., 21st birthday). While past research has identified heavier drinking events, students’ own reports of what events are associated with elevated drinking remains understudied. The current study utilized mixed methods to explore potential high-risk drinking events for college student drinkers and how these events differed from typical drinking and each other.

METHODS: College student drinkers (N=204) reported number of drinks consumed on nine predetermined events (e.g., Halloween). Students also responded to open-ended questions listing five events during which they had elevated drinking, and indicating amount consumed on each event. Open-ended responses were coded into similar event categories. Descriptive statistics for drinks consumed were calculated for predetermined and coded open-ended events. Chi-square analyses assessed differences in endorsement of open-ended events by birth sex, age, and Greek membership. Two multilevel count regressions assessed within-person differences in number of drinks consumed between participants’ typical drinking occasions and 1) highly endorsed open-ended events and 2) predetermined events.

RESULTS: For all open-ended event categories, average number of drinks consumed exceeded heavy episodic drinking thresholds; however, there was substantial variability. Comparing predetermined events to participants’ typical drinking indicated elevated drinking on participants’ birthdays, New Year’s Eve, Halloween, Finals, and Spring Break; significant differences between events also emerged. Comparison of open-ended categories to participants’ typical drinking indicated elevated drinking on birthdays, celebrations, parties, and holidays; however, there were no significant differences between open-ended events.

CONCLUSIONS: Students who drink alcohol report heavier drinking on specific calendar-based events (e.g., Spring Break). However, students also report non-calendar related events (e.g., non-specific parties) as some of their highest drinking events. More research is needed to understand how intervention and prevention programs can be adapted to target both known calendar-based high-risk drinking events, and unknown, idiosyncratic high-risk drinking events.

PMID:35437763 | DOI:10.1111/acer.14844

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Histomorphological and functional contralateral symmetry in the gastrocnemius muscles of the laboratory rat

J Anat. 2022 Apr 18. doi: 10.1111/joa.13674. Online ahead of print.

ABSTRACT

It is usual in anatomical and physiological research to assess the effects of some intervention on extremities (e.g., training programmes or injury recovery protocols) using one muscle for the intervention and its contralateral as control. However, the existence of laterality (left-handedness or right-handedness) in athletes of different specialities is widely recognized. In rats, gastrocnemius is one of the muscles most widely used because of its importance in locomotion and high relative limb mass. Since we have not found studies reporting laterality assessment on the morphology and function in rat gastrocnemius, our study aimed to evaluate the fibre histochemical, morphometrical and muscle force contractile properties between right and left gastrocnemius of the laboratory rat. Fibre-type proportion, fibre morphometrical measurements, muscle capillarization and muscle force properties were analysed in the right and left gastrocnemius of six male rats. No statistically significant differences (p = 0.265) were found in gastrocnemius to body weight ratio (‰) between right (6.55 ± 0.40) and left (6.49 ± 0.40) muscles. The muscles analysed showed a great degree of heterogeneity in fibre type distribution, having three clearly distinguished regions named red, mixed and white. In the three regions, there were no statistical differences in fibre type proportions between right and left gastrocnemius, as is indicated by the p-values (from 0.203 to 0.941) obtained after running t-Student paired tests for each fibre type. When analysing fibre cross-sectional area, individual fibre capillarization and fibre circularity, no significant differences between right and left gastrocnemius in any of these morphometrical parameters were found in any muscle region or fibre type. Most of the p-values (70%) resulting from running t-Student paired tests were higher than 0.400, and the lowest p-value was 0.115. Seemingly, global capillary and fibre densities were not statistically different between right and left sides in all muscle regions with p-values ranging from 0.337 to 0.812. Force parameters normalized to gastrocnemius mass (mN g-1 ) did not show any significant difference between right (PF = 74.0 ± 13.4, TF = 219.4 ± 13.0) and left (PF = 70.9 ± 10.7, TF = 213.0 ± 18.0) muscles with p = 0.623 (PF) and p = 0.514 (TF). Twitch time parameters (ms) also lacked significant differences between the two sides (CT: 43.4 ± 8.6 vs. 45.0 ± 14.3, p = 0.639; HRT: 77.6 ± 15.0 vs. 82.3 ± 25.3, p = 0.475). Finally, both muscles also showed similar (p = 0.718) fatigue properties. We did find an absence of laterality at the morphological and functional levels, which raises the possibility of using right and left gastrocnemius muscles interchangeably for experimental designs where one muscle is used to analyse data after a physiological intervention and its contralateral muscle plays the control role, thus allowing unbiased paired comparisons to derive accurate conclusions.

PMID:35437750 | DOI:10.1111/joa.13674

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Markers of respiratory function response to high-carbohydrate and high-fat intake in patients with lung diseases: a systematic review with meta-analysis of randomized clinical trials

JPEN J Parenter Enteral Nutr. 2022 Apr 19. doi: 10.1002/jpen.2385. Online ahead of print.

ABSTRACT

BACKGROUND: Macronutrients can differently affect respiratory function markers such as VO2 , VCO2 , PaO2 , PaCO2 and respiratory quotients (RQ), but systematic appraisal of the evidence on randomized clinical trials (RCTs) is lacking.

OBJECTIVE: To compare the response of respiratory function markers to high-carbohydrate and high-fat intake in patients with lung diseases.

METHODS: Systematic review conducted according to Cochrane Collaboration recommendations, reported following PRISMA 2020. PubMed, EMBASE, Scopus, and Cochrane CENTRAL were searched up to July/2021. Two reviewers selected the RCTs and extracted the data. Risk of bias and the certainty of evidence were assessed by RoB 2 and GRADE, respectively. Statistical and graphical data guided the publication bias investigation. Meta-analyses were conducted.

RESULTS: We included 14 RCTs (362 participants), four of which were parallel. Most studies included patients with COPD. High-fat intake decreased VCO2 [MD = -35.89(95%CI -45.24; -26.21) ml/min; I²=0%], VO2 [MD= -29.30(95% CI -40.94, -17.66) ml/min; I² = 0%], PaCO2 [MD = -4.62(95%CI -7.67; -1.58) mmHg; I²=84%], and RQ [MD = -0.08(95%CI -0.09; -0.06); I² = 0%] in the subset of parallel RCTs. In crossover RCTs, there was generally no evidence of effect except for a greater decrease in RQ [MD = -0.09(95%CI -0.12; -0.02); I² = 96%] in favor of high fat intake.

CONCLUSION: High-fat intake resulted in greater reductions ​​of VCO2 , VO2 , PaCO2 , and RQ in adult patients with lung diseases. The certainty of the evidence is very low/ low, and it precludes a specific recommendation on macronutrients contribution to energy intake of these patients. This article is protected by copyright. All rights reserved.

PMID:35437762 | DOI:10.1002/jpen.2385

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Increased proximal vertebral rotation is associated with shoulder imbalance after posterior spinal fusion for severe adolescent idiopathic scoliosis

Spine Deform. 2022 Apr 18. doi: 10.1007/s43390-022-00510-y. Online ahead of print.

ABSTRACT

PURPOSE: Residual shoulder imbalance is associated with suboptimal outcomes following the surgical correction of adolescent idiopathic scoliosis (AIS) including poor patient satisfaction. In this retrospective study, we evaluate the radiographic parameters and the relationship between the global and local indices of spinal alignment with shoulder balance pre- and postoperatively utilizing EOS imaging and 3D reconstruction.

METHODS: A retrospective radiographic analysis was performed on patients with AIS, treated with posterior spinal fusion. Postoperative radiographs were obtained immediately following surgery, at 6 months and final follow-up over 2 years postoperatively. 3D Radiographic measurements included in the coronal plane radiographic shoulder height difference (RSHD), proximal thoracic Cobb angle (PT) and main thoracic Cobb (MT), in the sagittal plane T4-T12 kyphosis, T12-L5 lordosis, in the axial plane proximal thoracic (PT AVR) and main thoracic apical vertebral rotation (MT AVR).

RESULTS: Sixty-six patients were included (63 females) with an average main thoracic curvature of 76 degrees. RSHD averaged 14 mm ± 14 preoperatively, -15 mm ± 12 postoperatively, -8.5 mm ± 11 at 6 months, and -8.3 mm ± 8.7 at final follow-up, respectively. Statistical analysis revealed a significant correlation between RSHD and proximal thoracic Cobb angle, between RSHD and proximal thoracic apical vertebral rotation (PTAVR) (r > 0.20, p < 0.05).

CONCLUSION: The significant correlation presented in this study suggests that PT Cobb angle and PT AVR are involved in postoperative shoulder imbalance.

THE LEVEL OF EVIDENCE: Level 4.

PMID:35437739 | DOI:10.1007/s43390-022-00510-y

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Learning in Medicine: The Importance of Statistical Thinking

Methods Mol Biol. 2022;2486:215-232. doi: 10.1007/978-1-0716-2265-0_11.

ABSTRACT

In many fields, including medicine and biology, there has been in the last years an increasing diffusion and availability of complex data from different sources. Examples include biological experiments or data from health care providers. These data encompass information that can potentially enhance therapeutic advancement and constitute the core of modern system medicine. When analyzing these complex data, it is important to appropriately quantify uncertainty, avoiding using only algorithmic and automated approaches, which are not always appropriate. Improper application of algorithmic approaches, which ignore domain knowledge, could result in filling the literature with imprecise and/or misleading conclusions. In this chapter, we highlight the importance of statistical thinking when leveraging complex data and models to enhance science progress. In particular, we discuss the reproducibility and replicability issues, the importance of uncertainty quantification, and some common pitfalls in the analysis of big data.

PMID:35437725 | DOI:10.1007/978-1-0716-2265-0_11

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Shear wave elastography of the spleen using elastography point quantification: stiffness values in healthy children

Abdom Radiol (NY). 2022 Apr 18. doi: 10.1007/s00261-022-03519-z. Online ahead of print.

ABSTRACT

PURPOSE: To evaluate the shear wave elastography (SWE) values of the spleen in healthy children using Elastography Point Quantification (ElastPQ).

METHODS: In this IRB approved prospective study, spleen stiffness was measured in 146 healthy children (2-15 years) using ElastPQ. SWE values were recorded in upper pole, mid pole, and lower pole of the spleen in all the children.

RESULTS: The mean (± SD) SWE values of the spleen in children in ≤ 5 years age group, > 5-10 years age group, and > 10-15 years age group were 5.6 (± 4.2) kPa, 6.5 (± 3.2) kPa, and 5.9 (± 3.6) kPa, respectively. No statistically significant difference was seen in SWE values of the spleen between these three groups (p > 0.5). The mean (± SD) SWE values in ≤ 10 years and > 10 years age group were 6.1 (± 3.6) kPa and 5.9 (± 2.6) kPa, respectively. No statistically significant difference was seen in SWE values of the spleen between these two groups (p > 0.5). There was no significant difference in the SWE values for boys and girls. Statistically significant difference was seen between the mean SWE values in the two groups based on the median splenic length, which was 5.5 (± 3.8) kPa in the group with a length of ≤ 7.6 cm and 6.7 (± 2.8) kPa in the group with a length of > 7.6 cm.

CONCLUSION: SWE values of the spleen in healthy children do not correlate with age, and no significant difference is there in the SWE values for boys and girls. There was a statistically significant difference in the SWE values of the spleen while comparing the groups based on the median splenic length.

PMID:35437707 | DOI:10.1007/s00261-022-03519-z

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Nexus between biomass energy and economic growth: evidence from the next eleven countries

Environ Sci Pollut Res Int. 2022 Apr 18. doi: 10.1007/s11356-022-19489-0. Online ahead of print.

ABSTRACT

In recent years, biomass energy tends to be one of the important sources of renewable energy in the world. The main objective of current research is to evaluate the impact of biomass energy on the economic growth of NEXT-11 economies. The data used in “the study is based on panel data of NEXT-11 covering the period 1990 to 2019. The included variables are GDP, biomass energy (BE) school enrollment gross ratio (SEGR; trade openness (TO; population growth (PG; and CO2 emission (CO2).” For estimation, this study applied the fully modified ordinary least square (FMOLS) and dynamic ordinary least square (DOLS) approaches. The results of FMOLS and DOLS analysis indicate a statistically significant and positive relationship among all the variables in our sample of nations. According to the findings, an increase in biomass energy use tends to positively affect economic growth. To meet the challenge of global warming, these countries need to increase their technical development and inventions as well as they need to improve biomass energy use.

PMID:35437652 | DOI:10.1007/s11356-022-19489-0