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Nevin Manimala Statistics

Comparison of accuracy of breeding value for cow from three methods in Hanwoo (Korean cattle) population

J Anim Sci Technol. 2023 Jul;65(4):720-734. doi: 10.5187/jast.2023.e5. Epub 2023 Jul 30.

ABSTRACT

In Korea, Korea Proven Bulls (KPN) program has been well-developed. Breeding and evaluation of cows are also an essential factor to increase earnings and genetic gain. This study aimed to evaluate the accuracy of cow breeding value by using three methods (pedigree index [PI], pedigree-based best linear unbiased prediction [PBLUP], and genomic-BLUP [GBLUP]). The reference population (n = 16,971) was used to estimate breeding values for 481 females as a test population. The accuracy of GBLUP was 0.63, 0.66, 0.62 and 0.63 for carcass weight (CWT), eye muscle area (EMA), back-fat thickness (BFT), and marbling score (MS), respectively. As for the PBLUP method, accuracy of prediction was 0.43 for CWT, 0.45 for EMA, 0.43 for MS, and 0.44 for BFT. Accuracy of PI method was the lowest (0.28 to 0.29 for carcass traits). The increase by approximate 20% in accuracy of GBLUP method than other methods could be because genomic information may explain Mendelian sampling error that pedigree information cannot detect. Bias can cause reducing accuracy of estimated breeding value (EBV) for selected animals. Regression coefficient between true breeding value (TBV) and GBLUP EBV, PBLUP EBV, and PI EBV were 0.78, 0.625, and 0.35, respectively for CWT. This showed that genomic EBV (GEBV) is less biased than PBLUP and PI EBV in this study. In addition, number of effective chromosome segments (Me) statistic that indicates the independent loci is one of the important factors affecting the accuracy of BLUP. The correlation between Me and the accuracy of GBLUP is related to the genetic relationship between reference and test population. The correlations between Me and accuracy were -0.74 in CWT, -0.75 in EMA, -0.73 in MS, and -0.75 in BF, which were strongly negative. These results proved that the estimation of genetic ability using genomic data is the most effective, and the smaller the Me, the higher the accuracy of EBV.

PMID:37970511 | PMC:PMC10640958 | DOI:10.5187/jast.2023.e5

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Nevin Manimala Statistics

Comparative analysis of the pig gut microbiome associated with the pig growth performance

J Anim Sci Technol. 2023 Jul;65(4):856-864. doi: 10.5187/jast.2022.e122. Epub 2023 Jul 30.

ABSTRACT

There are a variety of microorganisms in the animal intestine, and it has been known that they play important roles in the host such as suppression of potentially pathogenic microorganisms, modulation of the gut immunity. In addition, the gut microbiota and the livestock growth performance have long been known to be related. Therefore, we evaluated the interrelation between the growth performance and the gut microbiome of the pigs from 3 different farms, with pigs of varied ages ready to be supplied to the market. When pigs reached average market weight of 118 kg, the average age of pigs in three different farms were < 180 days, about 190 days, and > 200 days, respectively. Fecal samples were collected from pigs of age of 70 days, 100 days, 130 days, and 160 days. The output data of the 16S rRNA gene sequencing by the Illumina Miseq platform was filtered and analyzed using Quantitative Insights into Microbial Ecology (QIIME)2, and the statistical analysis was performed using Statistical Analysis of Metagenomic Profiles (STAMP). The results of this study showed that the gut microbial communities shifted as pigs aged along with significant difference in the relative abundance of different phyla and genera in different age groups of pigs from each farm. Even though, there was no statistical differences among groups in terms of Chao1, the number of observed operational taxonomic units (OTUs), and the Shannon index, our results showed higher abundances of Bifidobacterium, Clostridium and Lactobacillus in the feces of pigs with rapid growth rate. These results will help us to elucidate important gut microbiota that can affect the growth performance of pigs.

PMID:37970497 | PMC:PMC10640952 | DOI:10.5187/jast.2022.e122

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Nevin Manimala Statistics

Exercise Capacity and Training Programs in Paediatric Fontan Patients: A Systematic Review

CJC Pediatr Congenit Heart Dis. 2022 May 6;1(3):108-118. doi: 10.1016/j.cjcpc.2022.04.005. eCollection 2022 Jun.

ABSTRACT

BACKGROUND: Exercise training programs can effectively enhance exercise capacity in adults with congenital heart disease, including Fontan patients. However, few studies have explored the impact of exercise training exclusively on paediatric Fontan cohorts. This study systematically reviews exercise capacity in paediatric Fontan patients and the impact of training programs on their cardiovascular health.

METHODS: Medline and Embase were searched for articles published between January 1990 and November 2021. Studies were included in which data could be analyzed discretely for patients who had undergone the Fontan procedure and were ≤20 years old at the time of study. Cardiopulmonary exercise parameters were extracted from all studies, and training protocols were collected from training programs.

RESULTS: The studies demonstrated that Fontan patients exhibit significantly diminished peak exercise capacity relative to healthy peers. We identified 9 training programs that exclusively studied Fontan patients ≤20 years. The programs ranged from 6 weeks to 12 months in duration, with 8 programs incorporating aerobic activity and 1 focused only on inspiratory muscle training. At least 1 measure of maximal or submaximal exercise capacity improved significantly within each program in which statistical analysis was performed, with no reported adverse events. There were 2 additional training programs in which the patients were predominantly (>65%), but not exclusively, Fontan patients.

CONCLUSIONS: Overall, the results indicate that exercise training programs can safely and effectively improve at least 1 measure of exercise capacity in paediatric Fontan patients.

PMID:37970491 | PMC:PMC10642096 | DOI:10.1016/j.cjcpc.2022.04.005

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Nevin Manimala Statistics

Endoscopic transgastric fenestration versus percutaneous drainage for management of (peri)pancreatic fluid collections adjacent to gastric wall (with video)

World J Gastroenterol. 2023 Oct 28;29(40):5557-5565. doi: 10.3748/wjg.v29.i40.5557.

ABSTRACT

BACKGROUND: Percutaneous drainage (PCD) and endoscopic approaches have largely replaced surgical drainage as the initial approach for (peri) pancreatic fluid collections (PFC)s, while complications associated with endoscopic stent implantation are common.

AIM: To introduce a novel endoscopic therapy named endoscopic transgastric fenestration (ETGF), which involves resection of tissue by endoscopic accessory between gastric and PFCs without stent implantation, and to evaluate its efficacy and safety compared with PCD for the management of PFCs adjacent to the gastric wall.

METHODS: Patients diagnosed with PFCs adjacent to the gastric wall and who subsequently received ETGF or PCD were restrospectively enrolled. Indications for intervention were consistent with related guidelines. We analyzed patients baseline characteristics, technical and clinical success rate, recurrence and reintervention rate, procedure-related complications and adverse events.

RESULTS: Seventy-two eligible patients were retrospectively identified (ETGF = 34, PCD = 38) from October 2017 to May 2021. Patients in the ETGF group had a significantly higher clinical success rate than those in the PCD group (97.1 vs 76.3%, P = 0.01). There were no statistically significant differences regarding recurrence, reintervention and incidence of complication between the two groups. While long-term catheter drainage was very common in the PCD group.

CONCLUSION: Compared with PCD, ETGF has a higher clinical success rate in the management of PFCs adjacent to the gastric wall. ETGF is an alternative effective strategy for the treatment of PFCs adjacent to the gastric wall.

PMID:37970477 | PMC:PMC10642437 | DOI:10.3748/wjg.v29.i40.5557

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Nevin Manimala Statistics

Enhanced Xylanolytic enzyme production from Parthenium hysterophorus through assessment of the RSM tool and their application in saccharification of lignocellulosic biomass

3 Biotech. 2023 Dec;13(12):396. doi: 10.1007/s13205-023-03817-3. Epub 2023 Nov 13.

ABSTRACT

Parthenium hysterophorous, a widespread weed in India, contributes a substantial amount of lignocellulosic biomass. The key objective of this study is to evaluate the feasibility of producing xylanase enzyme from P. hysterophorus weed biomass using the fungus Aspergillus niger. The impact of various physiological factors was confirmed through a two-step approach: first, a one-factor-at-a-time (OFAT) investigation, and subsequently, employing the RSM-based CCD method in statistical design. This research revealed that the RSM-based model led to the optimization of enzyme activity, resulting in a value of 2098.08 IU/gds for xylanase. This was achieved with an incubation time of 4.5 days, a medium pH of 6, and a cultivation temperature of 32.5 °C. Additionally, a pretreatment involving 1% NaOH and a 30-min autoclave treatment was found to alter the chemical composition of lignocellulose substrates (cellulose 43.87% and xylan 28.7%), thereby enhancing the efficiency of enzymatic hydrolysis. Moreover, fermentable sugars were produced by autoclave-assisted alkali pretreatment (NaOH-1.0% w/v) at rates of 219.6 ± 2.05 mg/gds-1 by utilizing the crude xylanase from A. niger and 291.3 ± 1.2 mg/gds-1 from commercial xylanase enzyme. Our study revealed that P. hysterophorus served as a viable and affordable substrate for fermentable sugar liberation, and xylanase is a rate-limiting enzyme in enzymatic saccharification.

PMID:37970449 | PMC:PMC10643779 | DOI:10.1007/s13205-023-03817-3

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Hesperidin reduces serum levels of triglyceride after coronary artery bypass graft surgery

Food Sci Nutr. 2023 Aug 23;11(11):7145-7154. doi: 10.1002/fsn3.3639. eCollection 2023 Nov.

ABSTRACT

Hesperidin, as an antioxidant and anti-inflammatory agent, has beneficial effects on cardiovascular diseases. This study aimed to determine the effects of hesperidin supplementation on inflammation, oxidative stress, and lipid profile in depressed coronary artery bypass graft surgery (CABG) patients. Eighty patients after coronary artery bypass graft surgery participated in this clinical trial and were randomly divided into two groups. The intervention group received 200 mg/d pure hesperidin supplement and the second group received placebo for 12 weeks. Both groups continued their usual diet. Serum concentrations of inflammatory and stress oxidative markers (hs-CRP, P-selectin, and ox-LDL) were measured and compared at baseline and the end of the intervention. The changes in serum levels of triglyceride were significantly different between the two groups (p < .05). HDL-c significantly increased in groups but the differences between the two groups were not statistically significant (p > .05). Hesperidin did not affect FBS, other lipid parameters, hs-CRP, P-selectin, and OX-LDL (p > .05). SBP and DBP differences were not statistically significant (p > .05). After 12 weeks of intervention, hesperidin reduced serum levels of triglyceride in depressed post-CABG patients.

PMID:37970430 | PMC:PMC10630806 | DOI:10.1002/fsn3.3639

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Nevin Manimala Statistics

Prevalence and associated factors of undiagnosed hypertension among women aged 15-49 years in India: an analysis of National Family Health Survey-4 data

J Hum Hypertens. 2023 Nov 15. doi: 10.1038/s41371-023-00876-0. Online ahead of print.

ABSTRACT

Hypertension is a major risk factor for cardiovascular diseases globally. Fortunately, there is a vast armamentarium of effective therapeutic options at our disposal so undiagnosed hypertension represents a missed opportunity. In a previous analysis [1] of the NFHS-4 dataset for the prevalence and risk factors for undiagnosed hypertension and its associated risk factors among Indian women aged 15-49 years, we had overestimated prevalence by inclusion of self-reported cases. We have since retracted when this anomaly was highlighted [2]. We have now re-analyzed the same database and here present these data. The current analysis shows that the overall prevalence of undiagnosed hypertension was 8.05% among women aged 15-49 years in India. In rural areas, it was 7.89% compared with 8.38% for urban areas. Factors associated with undiagnosed hypertension in rural and urban areas were age, BMI, wealth quintiles, educational level, religion, caste and geographical zones. Nearly half the women aged 15-49 years in India with hypertension are unaware and this has implications for personal and reproductive health.

PMID:37968456 | DOI:10.1038/s41371-023-00876-0

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Nevin Manimala Statistics

Author Correction: Genetic variation in the human leukocyte antigen region confers susceptibility to Clostridioides difficile infection

Sci Rep. 2023 Nov 15;13(1):19972. doi: 10.1038/s41598-023-47359-3.

NO ABSTRACT

PMID:37968452 | DOI:10.1038/s41598-023-47359-3

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Nevin Manimala Statistics

Variable sensitivity multimaterial robotic e-skin combining electronic and ionic conductivity using electrical impedance tomography

Sci Rep. 2023 Nov 15;13(1):20004. doi: 10.1038/s41598-023-47036-5.

ABSTRACT

Electronic skins (e-skins) aim to replicate the capabilities of human skin by integrating electronic components and advanced materials into a flexible, thin, and stretchable substrate. Electrical impedance tomography (EIT) has recently been adopted in the area of e-skin thanks to its robustness and simplicity of fabrication compared to previous methods. However, the most common EIT configurations have limitations in terms of low sensitivities in areas far from the electrodes. Here we combine two piezoresistive materials with different conductivities and charge carriers, creating anisotropy in the sensitive part of the e-skin. The bottom layer consists of an ionically conducting hydrogel, while the top layer is a self-healing composite that conducts electrons through a percolating carbon black network. By changing the pattern of the top layer, the resulting distribution of currents in the e-skin can be tuned to locally adapt the sensitivity. This approach can be used to biomimetically adjust the sensitivities of different regions of the skin. It was demonstrated how the sensitivity increased by 500% and the localization error reduced by 40% compared to the homogeneous case, eliminating the lower sensitivity regions. This principle enables integrating the various sensing capabilities of our skins into complex 3D geometries. In addition, both layers of the developed e-skin have self-healing capabilities, showing no statistically significant difference in localization performance before the damage and after healing. The self-healing bilayer e-skin could recover full sensing capabilities after healing of severe damage.

PMID:37968442 | DOI:10.1038/s41598-023-47036-5

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Nevin Manimala Statistics

Detection and quantification of JAK2V617F copy number by droplet digital PCR versus real-time PCR

Ann Hematol. 2023 Nov 16. doi: 10.1007/s00277-023-05544-4. Online ahead of print.

ABSTRACT

Myeloproliferative neoplasm (MPN) usually has an adverse prognosis, progressing to acute leukemia or splanchnic vein thromboses (SVTs). Therefore, early diagnosis and intervention are significantly important. Clinically, the burden of JAK2V617F is a vital diagnostic basis, which can be detected during the early stage of MPN. Thus, an accurate and rapid detective technique is urgently required. In recent years, real-time quantitative PCR (qPCR) has primarily been applied to detect the copies of JAK2V617F, whereas droplet digital PCR (ddPCR), a novel and promising detective tool, can conduct precise and repeatable quantification of nucleic acid copies without relying on the standard curve. In our study, both qPCR and ddPCR are used to evaluate the mutation burden of JAK2V617F in a series of gradient diluted standards and clinical JAK2V617F-positive MPN patients’ bone marrow samples collected, while using next-generation sequencing technology (NGS) as a contrast. With the help of statistical methods, our study concluded that ddPCR had a better performance in accuracy, sensitivity, and stability, especially in a low burden. Regarding the accuracy, ddPCR showed a better linearity (Pearson R2 = 0.9926; P < 0.0001) than qPCR (Pearson R2 = 0.9772; P < 0.0001). What is more, ddPCR showed lower intra-assay and inter-assay CVs and the limit of detection (LOD) for the series of diluted standards than qPCR, demonstrating better stability and lower LOD. In a nutshell, ddPCR is a more promising technique for the detection and quantification of JAK2V617F.

PMID:37968422 | DOI:10.1007/s00277-023-05544-4