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Nevin Manimala Statistics

Pre-industrial sediment concentrations of metals: insights from the Venice lagoon (Italy)

Environ Sci Pollut Res Int. 2022 Oct 15. doi: 10.1007/s11356-022-23378-x. Online ahead of print.

ABSTRACT

This study investigated the occurrence of selected metals and metalloids (As, Cd, Cr, Cu, Hg, Ni, Pb, Zn) in radio-dated sediment cores from a coastal lagoon (Lagoon of Venice, Italy) by critically reviewing and grouping available data. Pre-industrial concentrations (pICs, estimated for the period before the early 1900s) for the Venice lagoon are identified according to the 2σ statistical procedure (2σ-pICs), i.e., the upper bound values of the dataset distribution. Results show the following 2σ-pICs (µg/g, d.w.): As 15,9; Cd 0,6; Cr 38,0; Cu 18,1; Hg 1,1; Ni 32,9; Pb 29,4; Zn 94,5. Most of the estimated 2σ-pICs are comparable to previously assessed background values. In the case of Hg, on the contrary, 2σ-pIC is remarkably higher than background values, reflecting a significant anthropogenic contribution also in the pre-industrial period. The results of this work may support the evaluation of the temporal evolution of metal concentrations in sediments of the Venice lagoon. Results are compared with background concentrations (BC) observed in previous studies conducted in the lagoon and in other areas of the Adriatic Sea, as well as with benchmarks set in Italy for sediment assessment.

PMID:36242659 | DOI:10.1007/s11356-022-23378-x

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A unified multivariate statistical approach for the assessment of deep groundwater quality of rapidly growing city of Maharashtra Province, India, with potential health risk

Environ Monit Assess. 2022 Oct 15;194(12):891. doi: 10.1007/s10661-022-10572-0.

ABSTRACT

The main aim of this research is to assess the consequences of natural and anthropogenic processes on the groundwater quality of 65 deep aquifers of Nagpur city, Maharashtra Province, India, using a unified multivariate statistical approach. The dominant groundwater type recognized is Ca-HCO3 (recharge waters) in 43.1 and 38.5% of groundwater samples of pre- and post-monsoon seasons, followed by mixed water types. The seasonal distribution of physicochemical parameters shows increase in the concentration of EC, TDS, TH, Mg2+, SO42-, and NO3 signifying the high mineralization and anthropogenic loading from pre- and post-monsoon season respectively. The entropy-weight water quality index categorizes the 84.6% and 75.4% of total samples from pre- and post-monsoon seasons into moderate quality. The multiple linear regression and PCA analysis reveal the masking of rock weathering mechanism by anthropogenic activities. The % of PCA Variance varies from 79 to 83.7% from pre- to post-monsoon season. The high contributions of EC (0.76, 0.72), TDS (0.79, 0.73), TH (0.97, 0.962), Ca2+ (0.84, 0.78), Mg2+ (0.79, 0.83), Cl (0.73, 0.75), and NO3 (0.78, 0.68) in PC1 components expose high salinity and hardness in urban groundwater that signifies the consequences of urbanization on the groundwater regime. About 55.4 and 70.8% of children population as compared to the adult female (53.8%, 69.2%) and male (32.3%, 46.1%) population in PRM and POM respectively were at high non-carcinogenic health threat of NO3-enriched groundwater. The study is beneficial for understanding the variation in groundwater composition due to unplanned urbanization and is very useful for protecting groundwater resources in urban areas.

PMID:36242649 | DOI:10.1007/s10661-022-10572-0

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Nevin Manimala Statistics

Potential of Rice-Flour Jelly Made from High-Amylose Rice as a Dysphagia Diet: Evaluation of Pharyngeal Residue by FEES

Dysphagia. 2022 Oct 15. doi: 10.1007/s00455-022-10529-y. Online ahead of print.

ABSTRACT

Dysphagia diets are recommended to prevent choking and aspiration in people with dysphagia; however, rice-porridge and mashed rice-porridge, which are used as staple foods for people with dysphagia in Japan, are time-consuming to prepare. The National Agriculture and Food Research Organization has found jelly-like food products made from high-amylose rice-flour (rice-flour jelly) to be easy to prepare with a texture suitable for dysphagia diets. To investigate the potential of rice-flour jelly for the dysphagia diet, we evaluated the amount of pharyngeal residue after swallowing rice-flour jelly using fiberoptic endoscopic evaluation of swallowing and compared it with those of rice-porridge, mashed rice-porridge, and fruit jelly. We enrolled 70 participants (43 males and 27 females, aged 32-96 years, median 74.5 years) and evaluated their pharyngeal residue using the Yale Pharyngeal Residue Severity Rating Scale which includes five levels from I (none) to V (severe). Statistical analysis showed that level I was more common in fruit jelly for vallecula residue and pyriform sinus residue, and level III (mild) was more common in rice-porridge for vallecula residue (p < 0.05). No differences of pharyngeal residue were found in rice-flour jelly or mashed rice-porridge. No significant difference was observed in the number of participants with laryngeal penetration or aspiration. Therefore, rice-flour jelly is a suitable alternative to rice-porridge as a staple food for people with dysphagia in terms of food texture.

PMID:36242646 | DOI:10.1007/s00455-022-10529-y

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Nevin Manimala Statistics

A comparative study on a biodegradable hyaluronic acid microneedle patch with a needleless patch for dry skin in atopic dermatitis: a single-blinded, split-body, randomized controlled trial

Arch Dermatol Res. 2022 Oct 15. doi: 10.1007/s00403-022-02400-9. Online ahead of print.

ABSTRACT

To overcome interruption of skin barrier in transdermal drug delivery, the microneedle (MN) patch penetrates the barrier by punching with its MNs. Setting a needleless patch (NL patch) as the control intervention, this study assessed the efficacy of a biodegradable hyaluronic acid MN patch (BHMN patch) for atopic dermatitis (AD) patients with dry skin. Similar two AD lesions were selected from the extremities of a participant. For one lesion, a BHMN patch was attached for 6-8 h on where an aroma cream was applied (BHMN patch group). Simultaneously, an NL patch was attached on the other lesion as in the BHMN patch group (NL patch group). For 2 weeks, the interventions were conducted 3 times a week. The local scoring AD (L-SCORAD) index, the visual analog scale for pruritus and skin dryness, skin hydration, the transepidermal water loss (TEWL), and safety were assessed. Fifteen participants finished this trial with no dropouts. Both groups improved the L-SCORAD index after 2 weeks (p < 0.05), but the score of the BHMN patch group decreased more than that of the NL patch group (p < 0.05). The other outcomes, except for the TEWL, also showed statistical significance in intragroup comparisons. Nevertheless, none of the other outcomes showed statistical significance in intergroup comparisons. The TEWL showed no statistical significance even in intragroup comparison. Recoverable minor adverse events were reported in three cases. Considering the result of L-SCORAD index, the BHMN patch may be effective for ameliorating AD. However, a large-scale confirmatory trial is necessary to reassess other outcomes.Trial Registration: This study was registered with the Clinical Research Information Service, Republic of Korea (Submitted date: 04/01/2022, Registered date: 23/02/2022, The first participant enrollment: 01/12/2021, Registration No. KCT0007037).

PMID:36242622 | DOI:10.1007/s00403-022-02400-9

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Outcomes of cochlear implantation in children with Usher syndrome: a long-term observation

Eur Arch Otorhinolaryngol. 2022 Oct 15. doi: 10.1007/s00405-022-07670-7. Online ahead of print.

ABSTRACT

PURPOSE: To evaluate auditory performance and speech intelligibility of children with Usher syndrome up to 10 years after cochlear implantation.

METHODS: Thirty-five children with USH were compared to 46 non-syndromic patients regarding age at implantation. Auditory performance and speech intelligibility was assessed with standard tools. Genetic counseling, vestibular tests, imaging studies, and ophthalmological findings were evaluated, depending on the availability.

RESULTS: The mean age of implantation in USH children was 6.3 years (SD 4.6, range 0.3-17.6 years). Post-implantation values of the studied parameters were compared between USH and NS children and presented as follows: PTA = 25.0 dB HL vs. 28.4, CAP = 5.3 vs. 5.1, SIR = 4.1 vs. 3.9, MAIS = 82.3% vs. 80.5%, MUSS = 81.8% vs. 76.6%. There were no statistically significant differences between the USH and NS groups (p > 0.005). USH patients reached a higher score ceiling earlier compared to NS patients. Children implanted before 3 years of age achieved significantly higher results than older children in USH and NS groups (p < 0.005). In all patients with USH, the electroretinogram was abnormal. Vestibular examination was abnormal in 29 of 31 patients with USH1. Imaging studies revealed no inner ear or auditory nerve anomalies in patients with USH.

CONCLUSION: Cochlear implantation successfully improves auditory performance and speech intelligibility in patients with USH, especially those implanted under 3 years of age. The electroretinogram is the only reliable test to establish a diagnosis of USH. Logopedic outcomes are associated with early implantation, and early diagnosis of USH contributes to optimizing speech therapy.

PMID:36242610 | DOI:10.1007/s00405-022-07670-7

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The value of MSCT in evaluating the passability of bezoar by conservative treatment for bezoars-induced small bowel obstruction

Abdom Radiol (NY). 2022 Oct 15. doi: 10.1007/s00261-022-03700-4. Online ahead of print.

ABSTRACT

PURPOSE: To explore the multi-slice spiral computed tomography (MSCT) imaging characteristics of patients with bezoars-induced small bowel obstruction (BI-SBO) to evaluate the risk of conservative treatment.

MATERIALS AND METHODS: This retrospective study included 72 patients with BI-SBO who underwent whole-abdominal MSCT scan within 1 day before treatment. The patients were classified as the non-pass group and pass group depending on whether bezoar can pass after conservative treatment. The CT images were observed and measured by two radiologists. Statistical analysis was performed by using Student’s t test, Pearson’s chi-squared test, Fisher’s exact test, Logistic linear regression, and receiver operating characteristic curve (ROC).

RESULTS: The study population consisted of 72 patients with a mean age of 52.2 ± 16.2 years (32 men and 40 women with an age range of 13-81 years). There were statistical differences between the two groups in the bezoar appearance, maximum HU of bezoar, thickness of intestinal wall, mesenteric haziness, mesenteric fluid, and peritoneal fluid (P = 0.002, 0.024, 0.017, 0.006, 0.021, and 0.030). The appearance of bezoar and mesenteric haziness is independent risk factors affecting whether bezoar can be passed by the conservative treatment. Sensitivity (41.7%) was decreased, NPV (76.3%) was not significantly changed, specificity (93.8%) and PPV (76.9%) were improved when both parameters were met to assess failure of conservative treatment.

CONCLUSION: The observation of important signs by MSCT and its reconstruction technology is of great clinical value in evaluating the passability of bezoar by conservative treatment, and which can provide radiographic basis for clinical treatment selection.

PMID:36242605 | DOI:10.1007/s00261-022-03700-4

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Nevin Manimala Statistics

JAK2V617F variant allele frequency, non-driver mutations, single-nucleotide variants and polycythemia vera outcome

J Cancer Res Clin Oncol. 2022 Oct 15. doi: 10.1007/s00432-022-04327-0. Online ahead of print.

ABSTRACT

INTRODUCTION: Despite comparatively favourable prognosis in polycythemia vera (PV) patients (pts), the overall survival is shorter compared to the age-matched general population. The aim of the study was to evaluate the impact of chosen laboratory and genetic factors on the individual disease outcome, i.e. risk of thrombosis, myelofibrosis/blastic transformation and death.

MATERIALS AND METHODS: The study group consisted of 151 pts and 57 healthy donors (HD).

RESULTS: JAK2V617F mutation was found in 96.7% (146/151) of the studied pts. JAK2 exon 12 mutations were identified in 2 individuals. The coexistence of JAK2V617F and JAK2 exon 12 mutation was confirmed in 2 other pts. In one case, neither JAK2V617F nor JAK2 exon 12 mutation was found. The presence of ten different non-driver mutations (ASXL1, SRSF2, U2AF1, IDH2) in eight of the analyzed pts (5.3%) was confirmed. The overall frequency of thrombotic events (TE) in the studied PV group was 23.8% (36/151). In patients with TE, median platelet count was lower than in pts without TE. Thrombotic risk did not depend on JAK2 rs12343867, TERT rs2736100, OBFC1 rs9420907 SNV, however, we found a novel strong tendency towards statistical significance between the CC genotype miR-146a rs2431697 and thrombosis. The disease progression to fibrotic phase was confirmed in 9% of the pts. Fibrotic transformation in PV pts was affected mainly by JAK2V617F variant allele frequency (VAF) and the presence of coexisting non-driver variants. The high JAK2V617F VAF and elevated white blood cell (WBC) count at the time of diagnosis were associated with an increased risk of death.

CONCLUSION: Therefore, in our opinion, complex, laboratory and genetic PV pts evaluation at the time of diagnosis should be incorporated into a new prognostic scoring system to more precisely define the PV prognosis and to optimize the therapeutic decision-making process.

PMID:36242602 | DOI:10.1007/s00432-022-04327-0

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The estimation and interpretation of ordered logit models for assessing the factors connected with the productivity of Holstein-Friesian dairy cows in Egypt

Trop Anim Health Prod. 2022 Oct 15;54(6):345. doi: 10.1007/s11250-022-03329-x.

ABSTRACT

The incorporation of novel technologies such as artificial intelligence, data mining, and advanced statistical methodologies have received wide responses from researchers. This study was designed to model the factors impacting the actual milk yield of Holstein-Friesian cows using the proportional odds ordered logit model (OLM). A total of 8300 lactation records were collected for cows calved between 2005 and 2019. The actual milk yield, the outcome variable, was categorized into three levels: low (< 4500 kg), medium (4500-7500 kg), and high (> 7500 kg). The studied predictor variables were age at first calving (AFC), lactation order (LO), days open (DO), lactation period (LP), peak milk yield (PMY), and dry period (DP). The proportionality assumption of odds using the logit link function was verified for the current datasets. The goodness-of-fit measures revealed the suitability of the ordered logit models to datasets structure. Results showed that cows with younger ages at first calving produce two times higher milk quantities. Also, longer days open were associated with higher milk yield. The highest amount of milk yield was denoted by higher lactation periods (> 250 days). The peak yield per kg was significantly related to the actual yield (P < 0.05). Moreover, shorter dry periods showed about 1.5 times higher milk yield. The greatest yield was observed in the 2nd and 4th parities, with an odds ratio (OR) equal to 1.75, on average. In conclusion, OLM can be used for analyzing dairy cows’ data, denoting fruitful information as compared to the other classical regression models. In addition, the current study showed the possibility and applicability of OLM in understanding and analyzing livestock datasets suited for planning effective breeding programs.

PMID:36242599 | DOI:10.1007/s11250-022-03329-x

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Economic burden and antidepressant treatment patterns among patients with major depressive disorder in the United States

J Manag Care Spec Pharm. 2022 Nov;28(11-a Suppl):S2-S13. doi: 10.18553/jmcp.2022.28.11-a.s1.

ABSTRACT

BACKGROUND: The prevalence of major depressive disorder (MDD) continues to rise year over year, resulting in significant economic implications. However, when patients are treated with contemporary standard-of-care antidepressant pharmacotherapies, a suboptimal response is often attained, resulting in frequent treatment changes. OBJECTIVE: To compare health care resource utilization (HCRU) and all-cause medical and pharmacy costs between commercially insured patients with an MDD diagnosis and matched non-MDD patients and explore treatment patterns among patients with MDD initiating antidepressant pharmacotherapy. METHODS: This was a retrospective, observational analysis of IBM MarketScan US commercial claims data. Adults aged 18 years and older with continuous enrollment 12 or more months before and after the patient’s first MDD diagnosis from 2017 to 2018 were included in the analysis. HCRU and all-cause medical and pharmacy costs were compared among patients with MDD and a 1:1 exact-matched cohort of non-MDD patients during the same period (Objective 1). Treatment patterns (persistence, discontinuation, switch, combination, and augmentation) were analyzed for patients with MDD starting first-line antidepressant monotherapy for up to 12 months following their antidepressant initiation index date (Objective 2). Time to first treatment change or discontinuation was calculated and treatment patterns were graphically displayed in Sankey diagrams. RESULTS: 625,272 patients with MDD were matched 1:1 to a cohort of non-MDD patients in Objective 1. Patients with MDD had statistically significantly greater all-cause medical (20.4 vs 9.4; P < 0.0001), outpatient (19.5 vs 9.0; P < 0.0001), emergency department (0.51 vs 0.23; P < 0.0001), inpatient (0.35 vs 0.11; P < 0.0001), and any mental health-related (7.7 vs 0.58; P < 0.0001) visits compared with non-MDD patients. Mean all-cause medical costs were $6,809 (P < 0.0001) higher among patients with MDD than among patients without MDD ($13,183 vs $6,374, respectively). In Objective 2, 44,485 patients with MDD who received antidepressant monotherapy as their first-line MDD treatment were examined. Among the first treatment patterns observed following initiation, 19.3% of patients persisted with their first-line therapy, 56.2% discontinued antidepressant therapy, 24.5% experienced a treatment change (switching, adding a second antidepressant, or augmenting their existing therapy). The median days until first treatment change were 65 days for those discontinuing and 47 days for those switching antidepressants. Among the 24.5% of patients with a treatment change, 50.0% experienced another change in therapy within 30 days. CONCLUSIONS: The HCRU and costs accrued for patients with MDD is significantly greater than those for non-MDD patients. A large proportion of patients with MDD experienced treatment changes shortly after initiating their first-line antidepressant therapy. The results of this study highlight the need for reevaluation of the current MDD treatment paradigm. DISCLOSURES: Drs Zhu and Namjoshi are employees of Biogen Inc. and may hold stock. Dr Ferries and Ms Suthoff are employees of Sage Therapeutics, Inc., and may hold stock and/or stock options. Dr Bera has no potential conflicts of interest to disclose. This research was funded by Sage Therapeutics and Biogen. Manuscript editorial services were provided by Boston Strategic Partners, Inc., funded by Sage Therapeutics and Biogen. This work was supported by Sage Therapeutics, Inc., and Biogen. The authors had full editorial control of the manuscript and provided final approval on all content.

PMID:36242598 | DOI:10.18553/jmcp.2022.28.11-a.s1

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A systematic assessment of cell type deconvolution algorithms for DNA methylation data

Brief Bioinform. 2022 Oct 14:bbac449. doi: 10.1093/bib/bbac449. Online ahead of print.

ABSTRACT

We performed systematic assessment of computational deconvolution methods that play an important role in the estimation of cell type proportions from bulk methylation data. The proposed framework methylDeConv (available as an R package) integrates several deconvolution methods for methylation profiles (Illumina HumanMethylation450 and MethylationEPIC arrays) and offers different cell-type-specific CpG selection to construct the extended reference library which incorporates the main immune cell subsets, epithelial cells and cell-free DNAs. We compared the performance of different deconvolution algorithms via simulations and benchmark datasets and further investigated the associations of the estimated cell type proportions to cancer therapy in breast cancer and subtypes in melanoma methylation case studies. Our results indicated that the deconvolution based on the extended reference library is critical to obtain accurate estimates of cell proportions in non-blood tissues.

PMID:36242584 | DOI:10.1093/bib/bbac449