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Nevin Manimala Statistics

Untargeted SIFT-MS Headspace Analysis: High-Throughput Differentiation of Virgin and Recycled Polyethylene Pellets

Rapid Commun Mass Spectrom. 2021 Dec 3:e9230. doi: 10.1002/rcm.9230. Online ahead of print.

ABSTRACT

RATIONALE: Recycled plastics are increasingly used for packaging of fast-moving consumer goods (FMCG). Compared to packaging made from virgin polymers, there is greater risk of taints entering product due to prior use of the polymers and incomplete cleaning. Increased quality assurance testing of polymer feedstock is required for recycled packaging. Selected ion flow tube mass spectrometry (SIFT-MS) analysis coupled with multivariate statistical data processing can provide high-throughput untargeted screening of recycled polymers at low cost per sample.

METHODS: SIFT-MS is a direct-injection MS technique that provides high-throughput automated headspace analysis of polymer samples when coupled with a syringe-injection autosampler (12 incubated samples per hour). Full-scan SIFT-MS data were processed using multivariate statistical analysis (specifically, the soft independent modeling by class analogy (SIMCA) algorithm.

RESULTS: SIFT-MS full-scan data were acquired for ten replicates each of ten recycled and four virgin high-density polyethylene (HDPE) pellet products from multiple manufacturers. The samples varied approximately 20-fold in terms of total volatile residue, while showing very high repeatability across replicates. SIFT-MS scan data were dominated by aliphatic and monoterpene hydrocarbon residues, and – to a lesser extent – alcohols. Application of the SIMCA algorithm to the data resulted in successful classification by both individual samples and manufacturers.

CONCLUSIONS: Automated, untargeted SIFT-MS analysis coupled with multivariate statistical data analysis has potential to provide rapid, effective screening of recycled polymer products, which would provide increased quality assurance of recycled polymers used for FMCG.

PMID:34862682 | DOI:10.1002/rcm.9230

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Nevin Manimala Statistics

Statistical testing in transcriptomic-neuroimaging studies: A how-to and evaluation of methods assessing spatial and gene specificity

Hum Brain Mapp. 2021 Dec 4. doi: 10.1002/hbm.25711. Online ahead of print.

ABSTRACT

Multiscale integration of gene transcriptomic and neuroimaging data is becoming a widely used approach for exploring the molecular underpinnings of large-scale brain organization in health and disease. Proper statistical evaluation of determined associations between imaging-based phenotypic and transcriptomic data is key in these explorations, in particular to establish whether observed associations exceed “chance level” of random, nonspecific effects. Recent approaches have shown the importance of statistical models that can correct for spatial autocorrelation effects in the data to avoid inflation of reported statistics. Here, we discuss the need for examination of a second category of statistical models in transcriptomic-neuroimaging analyses, namely those that can provide “gene specificity.” By means of a couple of simple examples of commonly performed transcriptomic-neuroimaging analyses, we illustrate some of the potentials and challenges of transcriptomic-imaging analyses, showing that providing gene specificity on observed transcriptomic-neuroimaging effects is of high importance to avoid reports of nonspecific effects. Through means of simulations we show that the rate of reported nonspecific effects (i.e., effects that cannot be specifically linked to a specific gene or gene-set) can run as high as 60%, with only less than 5% of transcriptomic-neuroimaging associations observed through ordinary linear regression analyses showing both spatial and gene specificity. We provide a discussion, a tutorial, and an easy-to-use toolbox for the different options of null models in transcriptomic-neuroimaging analyses.

PMID:34862695 | DOI:10.1002/hbm.25711

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Nevin Manimala Statistics

Prognostic implications of tumor immune microenvironment and immune checkpoint pathway in primary central nervous system diffuse large B-cell lymphoma in the North Indian population

APMIS. 2021 Dec 4. doi: 10.1111/apm.13195. Online ahead of print.

ABSTRACT

BACKGROUND: Primary central nervous system-diffuse large B-cell lymphoma (PCNS-DLBCL) is a rare, extranodal malignant lymphoma carrying poor prognosis. The prognostic impact of tumor microenvironment (TME) composition and PD-1/PD-L1 immune checkpoint pathway are still undetermined in PCNS-DLBCL. We aimed to quantify the tumor-infiltrating lymphocytes (TILs), tumor-associated macrophages (TAMs) and PD-L1 expression in the PCNSL and evaluated their prognostic significance.

MATERIALS AND METHODS: All patients with histopathologically diagnosed PCNS-DLBCL over a period of 7 years were recruited. Immunohistochemistry for CD3, CD4, CD8, FOXP3, CD68, CD163, PD-1 and PD-L1 was performed on tissue microarray.

RESULT: Forty-four cases of PCNS-DLBCL, who satisfied the selection criteria, were included with mean age of 55 ± 12.3 years and male-to-female ratio of 0.91:1. The mean overall survival (OS) and disease-free survival (DFS) was 531.6 days and 409.8 days, respectively. Among TILs, increased number of CD3+ T cells showed better OS and DFS, without achieving statistical significance. CD4 positive T-cells was significantly associated with the longer OS (p=0.037) and DFS (p=0.023). TAMs (68CD and CD163 positive) showed inverse relationship with OS and DFS but didn’t reach statistical significance (p>0.05). Increased PD-L1 expression in immune cells, but not in tumor cells, was associated with significantly better DFS (p=0.037).

CONCLUSION: TME plays significant role in the prognosis of PCNS-DLBCL. Increased number of CD4+ T cells and PD-L1 expressing immune cells are associated with better prognosis in PCNS-DLBCL. Further studies with larger sample size are required to evaluate the role of targeted therapy against TME and immune check point inhibitors in this disease.

PMID:34862664 | DOI:10.1111/apm.13195

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Nevin Manimala Statistics

Role of Shear Wave Elastography of Thyroid Gland in Children With Newly Diagnosed Hashimoto’s Thyroiditis: Preliminary Study

J Ultrasound Med. 2021 Dec 3. doi: 10.1002/jum.15903. Online ahead of print.

ABSTRACT

OBJECTIVES: The data on the use of shear wave elastography (SWE) in children with thyroid disorders is limited. We aimed to assess the role of SWE in the evaluation of the thyroid gland in children newly diagnosed with Hashimoto’s thyroiditis (HT).

METHODS: The thyroid gland was evaluated in 18 children (5 boys and 13 girls, age range: 5-12 years) with newly diagnosed HT and 27 (21 boys and 6 girls, age range: 4-12 years) healthy controls using grayscale ultrasound followed by SWE. The values of SWE (in kPa) were compared between cases and controls and were also correlated with various demographic variables and serum thyroid hormone concentrations.

RESULTS: The overall median of SWE values in cases and controls was 20.6 kPa (IQR = 19.16-26.94) and 10.7 kPa (IQR = 9.9-16.32), respectively, and the difference was statistically significant (W = 438.5, P < .001). There was a moderate positive correlation between serum triiodothyronine concentrations and SWE (ρ = 0.57, P = .016) and a moderate negative correlation between serum thyroid stimulating hormone concentrations and SWE (ρ = -0.54, P = .020). A significant difference (W = 61.0, P = .003) was also seen in median SWE of the thyroid gland between boys (median: 29.63 kPa, IQR = 27.53-32.88) and girls (median: 19.43 kPa, IQR = 18.88-21.32).

CONCLUSION: There is a significant difference between SWE values of thyroid in normal children and children with newly diagnosed HT. Hence, SWE may be used as a noninvasive imaging technique in distinguishing normal and abnormal thyroid gland at an early stage. We suggest larger studies to confirm our preliminary findings of SWE in pediatric HT.

PMID:34862654 | DOI:10.1002/jum.15903

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Nevin Manimala Statistics

XGBoost-based intelligence yield prediction and reaction factors analysis of amination reaction

J Comput Chem. 2021 Dec 4. doi: 10.1002/jcc.26791. Online ahead of print.

ABSTRACT

Buchwald-Hartwig amination reaction catalyzed by palladium plays an important role in drug synthesis. In the last few years, machine learning-assisted strategies emerged and quickly gained attention. In this article, an importance and relevance-based integrated feature screening method is proposed to effectively filter high-dimensional feature descriptor data. Then, a regularized machine learning boosting tree model, eXtreme Gradient Boosting, is introduced to intelligently predict reaction performance in multidimensional chemistry space. Furthermore, convergence, interpretability, generalization, and the internal association between reaction conditions and yields are excavated, which provides intelligent assistance for the optimal design of coupling reaction system and evaluating the reaction conditions. Compared with recently published results, the proposed method requires fewer feature descriptors, takes less time, and achieves more accurate prediction accuracy.

PMID:34862652 | DOI:10.1002/jcc.26791

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Nevin Manimala Statistics

Use of multivariate distance measures for high-dimensional data in tests for difference, superiority, equivalence and non-inferiority

Biom J. 2021 Dec 3. doi: 10.1002/bimj.202000367. Online ahead of print.

ABSTRACT

Tests based on pairwise distance measures for multivariate sample vectors are common in ecological studies but are usually restricted to two-sided tests for differences. In this paper, we investigate extensions to tests for superiority, equivalence and non-inferiority.

PMID:34862646 | DOI:10.1002/bimj.202000367

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Nevin Manimala Statistics

The Role of Superb Microvascular Imaging and Shearwave Elastography in the Evaluation of Intraductal Papilloma-Like Lesions

J Ultrasound Med. 2021 Dec 3. doi: 10.1002/jum.15907. Online ahead of print.

ABSTRACT

OBJECTIVES: The aim of this study was to investigate the role of quantitative values obtained by superb microvascular imaging (SMI) and shearwave elastography (SWE) in the prediction of malignancy in intraductal papilloma-like lesions (IDPL).

METHODS: In the study, 61 patients between the ages of 14 to 73 years (mean age 44) diagnosed with IDPL on ultrasound (US) examination between the years 2020 and 2021 were included. The B-Mode US findings (shape, margins, size, echo pattern, and accompanying ductal dilatation), SMI vascular index (SMIvi), E-mean, and SWE-ratio values were recorded.

RESULTS: There was a statistically significant difference between malignant (n = 14) and benign (n = 47) groups in terms of symptoms (P = .005), size (P = .042), shape (P = .002), margins (P = .001), echogenicity (P = .023), microcalcifications (P = .009), SMIvi (P = .031), E-mean (P < .005), and SWE-ratio (P = .007). According to receiver operating characteristic (ROC) curve analysis, sensitivity, specificity, accuracy, area under the curve (AUC), positive predictive values (PPV), and negative predictive values (NPV) were 57.1%, 87.2%, 80%, 0.722, 57.1%, 87.2% for US; 71.4%, 49%, 55.7%, 0.692, 30.3%, 85.7% for SMIvi; 85.7%, 71%, 74%, 0.864, 46%, 94.3% for E-mean, and 50%, 75.4%, 83%, 0.707, 91.5%, and 50% for SWE-ratio, respectively. Best results were obtained when SMI and SWE values were used together, achieving a sensitivity, specificity, accuracy, AUC, PPD, NPD of 78.6%, 93.6%, 93.4%, 0.872, 91.7%, and 93.9%, respectively.

CONCLUSIONS: The SMI and SWE examinations are successful in the differentiation of benign and malignant intraductal lesions. They complement each other and contribute to B-mode US in managing IDPLs especially when used together. Our study is the first to compare the quantitative data of SWE and SMI in the differentiation of IDPLs.

PMID:34862641 | DOI:10.1002/jum.15907

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Nevin Manimala Statistics

Acetylsalicylic acid-induced alterations in male reproductive parameters in Wistar rats and the effect of sprint interval training

Andrologia. 2021 Dec 3:e14339. doi: 10.1111/and.14339. Online ahead of print.

ABSTRACT

The present study investigated the effect of a 5-week ASA treatment on male reproductive parameters in Wistar rats; moreover, the potential benefits of a 4-week sprint interval training (SIT) on these measures following ASA treatment were investigated. A total of 25 male rats were obtained and randomly assigned to the control group (C, n = 10) and the ASA treatment group (EP, n = 15). After 5 weeks, five rats from each group were killed and the effect of ASA treatment on the reproductive parameters was assessed. Then, the ASA treatment terminated and the remaining 10 ASA-treated rats were divided into the non-treatment group (NT, n = 5) and the exercise training group (ET, n = 5), which performed SIT 3 sessions/week for 4 weeks. Five weeks of ASA treatment resulted in a statistically significant decrease in serum testosterone level, Leydig cell number, sperm count, sperm motility, sperm viability, TDI, SI and RI, and it resulted in a significant increase in sperm nucleus maturity and sperm DNA fragmentation (p ˂ 0.05). Furthermore, 4 weeks of SIT reversed all the ASA-induced changes in male reproductive parameters (p < 0.05), but not the number of seminiferous tubules and the sperm motility (p > 0.05). A subchronic dose of ASA could lead to adverse alterations in male reproductive parameters and SIT is beneficial in reversing those alterations.

PMID:34862636 | DOI:10.1111/and.14339

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Nevin Manimala Statistics

Total antioxidant capacity (TAC) as a marker of severity of COVID-19 infection; possible prognostic and therapeutic clinical application

J Med Virol. 2021 Dec 4. doi: 10.1002/jmv.27500. Online ahead of print.

ABSTRACT

BACKGROUND: The pathogenesis of SARS-CoV-2 infection, causative pathogen of the known COVID-19 pandemic is not well clarified. In this regard oxidative stress is one of the topics that need to be investigated. Therefore, the present research was performed to explore the relationship between the oxidant/antioxidant system and COVID-19 exacerbation.

METHODS: Sera were collected from 120 patients with COVID-19 infection and 60 healthy volunteers as the control group. The patient group consisted of 60 cases with mild disease and 60 severely ill patients. Serum levels of total antioxidant capacity (TAC) and nitric oxide (NO) as well as serum activities of the two main anti-oxidant defense enzymes, superoxide dismutase (SOD) and catalase (CAT), were measured.

RESULTS: TAC levels were considerably lower in patients compared with healthy individuals (P<0.05) and also between patients with mild and severe diseases (P<0·05). A rather decreasing trend was also found in NO concentration as well as SOD and CAT activity, though, the observed differences were not statistically significant (P>0·05).

CONCLUSION: These findings suggest that COVID-19 patients may be susceptible to depleted total anti-oxidant capacity. Moreover, showing such variations in blood samples of infected individuals could be considered as a predictive marker of COVID-19 severity. This article is protected by copyright. All rights reserved.

PMID:34862613 | DOI:10.1002/jmv.27500

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Nevin Manimala Statistics

Elevated intraocular pressure in children with acute lymphoblastic leukaemia: A prospective study

Br J Haematol. 2021 Dec 4. doi: 10.1111/bjh.17987. Online ahead of print.

ABSTRACT

Most childhood acute lymphoblastic leukaemia (ALL) protocols include high-dose steroid therapy. However, the known potential of high-dose steroids to significantly elevate intraocular pressure (IOP) and lead to glaucomatous optic neuropathy has not been intensively investigated in children with ALL. Moreover, as children with ALL do not routinely undergo IOP measurements, the need for IOP monitoring and therapy is unknown. We prospectively measured IOP in 90 children with newly diagnosed ALL attending a tertiary paediatric haematology/oncology centre, at diagnosis and at the middle and end of induction therapy. Ocular hypertension (IOP > 21 mm Hg) at any time point was documented in 64 children (71%), and the prevalence increased during induction. Thirty-six children (40%) had elevated IOP at ALL diagnosis before therapy initiation, and stratification to non-standard ALL was a risk factor. IOP reduction therapy was administered to 13 children (14%); none required surgery. Values normalised in all cases. On multivariate logistic regression analysis, dexamethasone therapy was a significant risk factor for ocular hypertension. High body mass index was an additional risk factor in children with elevated IOP at ALL diagnosis. Routine evaluation of IOP during steroid therapy is very important in children with ALL to ensure early intervention which may prevent permanent ocular damage.

PMID:34862597 | DOI:10.1111/bjh.17987