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Nevin Manimala Statistics

Survival and Time to Initiation of Adjuvant Chemotherapy Among Breast Cancer Patients in Uruguay

Breast Cancer (Dove Med Press). 2021 Dec 6;13:651-658. doi: 10.2147/BCTT.S338276. eCollection 2021.

ABSTRACT

INTRODUCTION: Increases in disease-free survival and overall survival (OS) with the use of adjuvant chemotherapy in early breast cancer (BC) are widely known; however, the optimal time to initiate treatment with adjuvant chemotherapy remains controversial.

OBJECTIVE: To evaluate the time elapsed between surgery and the initiation of adjuvant chemotherapy and its possible impact on OS in patients diagnosed with BC stages I-III.

MATERIALS AND METHODS: This retrospective study included 112 patients diagnosed with BC stages I-III who received adjuvant chemotherapy at the Mastology Unit of the Hospital de Clínicas in Uruguay from 2009 to 2019. OS was estimated using the Kaplan-Meier method, and a Cox proportional hazards model was used to estimate hazard ratios (HRs) and 95% confidence intervals.

RESULTS: No statistically significant association was found between the time from surgery to the initiation of chemotherapy and the described variables. OS was worse for patients initiating chemotherapy more than 90 days after breast surgery (n = 19) (HR 7.63; p = 0.004) and between 61 and 90 days after surgery (n = 46) (HR 4.58; p = 0.040) compared to those who started before 30 days (n = 23). Controlling by type of surgery and stage, the prognosis of patients who started chemotherapy between 61 and 90 days after surgery was similar to that of patients who underwent chemotherapy within the first 30 days, controlling for surgery (HR 4.10; p = 0.056) and controlling for stage (HR 3.76; p = 0.075). Prognosis was worse for patients with stage III disease (p = 0.022) who underwent a mastectomy and/or axillary lymph node dissection (p = 0.025).

CONCLUSION: Patients who started chemotherapy more than 90 days following surgery and those with stage III disease or underwent mastectomy and/or axillary lymph node dissection who initiated it between 61 and 90 days had a worse OS. Multiple factors are involved in the time between surgery and the initiation of chemotherapy, and further studies are needed to evaluate which of these factors influence the delay of chemotherapy in order to design strategies to avoid such delays and their negative impact on survival.

PMID:34908875 | PMC:PMC8664648 | DOI:10.2147/BCTT.S338276

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Nevin Manimala Statistics

Potential Novel Modules and Hub Genes as Prognostic Candidates of Thyroid Cancer by Weighted Gene Co-Expression Network Analysis

Int J Gen Med. 2021 Dec 7;14:9433-9444. doi: 10.2147/IJGM.S329128. eCollection 2021.

ABSTRACT

BACKGROUND: Although thyroid cancer (THCA) is one of the most common type of endocrine malignancy, its highly complex molecular mechanisms of carcinogenesis are not completely known.

MATERIALS AND METHODS: In this study, weighted gene co-expression network analysis (WGCNA) was utilized to construct gene co-expression networks and evaluate the relations between modules and clinical traits to identify potential prognostic biomarkers for THCA patients. RNA-seq data and clinical data were downloaded from The Cancer Genome Atlas (TCGA). Other independent datasets from the Gene Expression Omnibus (GEO) database and the Human Protein Atlas database were performed to validate findings.

RESULTS: Finally, 11 co-expression modules were constructed and four hub genes, CCDC146, SLC4A4, TDRD9 and MUM1L1, were identified and validated statistically, which were considerably interrelated to worse survival of THCA patients.

CONCLUSION: This research study revealed four hub genes may be considered candidate prognostic biomarkers and potential therapeutic targets for THCA patients in the future.

PMID:34908870 | PMC:PMC8665846 | DOI:10.2147/IJGM.S329128

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Nevin Manimala Statistics

Genetic Variability in Patients with HCV-Related Hepatocellular Carcinoma

Infect Drug Resist. 2021 Dec 7;14:5199-5208. doi: 10.2147/IDR.S337647. eCollection 2021.

ABSTRACT

BACKGROUND: The present paper evaluates the genetic variability of HCV in patients with hepatocellular carcinoma (HCC).

METHODS: Amino acid substitutions (aas) in NS3, NS5A and core regions were analyzed in 17 patients with HCC (Cases) and 13 without HCC (Controls), all naïve to DAAs. For the Cases, a sample of neoplastic liver tissue, non-neoplastic liver tissue and a serum sample were collected; for the Controls, a sample of liver tissue was collected. Sanger sequencing of three regions was performed using homemade protocols.

RESULTS: Phylogenetic trees showed that there was no difference in the virus populations in the three compartments analyzed for the three HCV regions in patients with HCC. Low variability and no difference between the Cases and Controls were observed in the core and NS5A regions; however, in the NS3 region, a higher variability was observed in the Cases. No difference was observed in the core region between Cases and Controls. In NS3, aa substitutions at positions 103 and 122 were more frequently found in Cases than Controls (in both cases 50% vs 9.1%, p<0.05); moreover, aas in positions 32, 44 (p=0.035 for both), 79 (p=0.008) and 121 (p=0.018) were observed in the Cases and absent in the Controls. Finally, considering the NS5A region, aa substitutions at positions 37 and 54 were more frequently identified in the Cases than the Controls, but without statistical significance.

CONCLUSION: These data may suggest a higher aa variability in patients with HCC than in those without, especially in the NS3 region.

PMID:34908854 | PMC:PMC8665876 | DOI:10.2147/IDR.S337647

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Nevin Manimala Statistics

Retraction Note: Stay-at-home policy is a case of exception fallacy: an internet-based ecological study

Sci Rep. 2021 Dec 14;11(1):24172. doi: 10.1038/s41598-021-03250-7.

NO ABSTRACT

PMID:34907250 | DOI:10.1038/s41598-021-03250-7

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Nevin Manimala Statistics

Impact of the SARS-CoV-2 pandemic on the course and treatment of appendicitis in the pediatric population

Sci Rep. 2021 Dec 14;11(1):23999. doi: 10.1038/s41598-021-03409-2.

ABSTRACT

SARS-CoV-2 is a highly contagious virus causing mainly respiratory track disease called COVID-19, which dissemination in the whole world in the 2020 has resulted in World Health Organisation (WHO) announcing the pandemic. As a consequence Polish Government made a decision to go into a lockdown in order to secure the population against SARS-CoV-2 outbreak what had its major influence on the Polish Health Care System. All of the social and medical factors caused by the pandemic might influence children’s health care, including urgent cases. The aim of this survey was the analysis of medical charts with focus on the course and results of surgical treatment of children who underwent appendectomy before and during the COVID-19 pandemic. Material and methods: We performed analysis of charts of 365 subjects hospitalized in the Pediatric Surgery Department from 1st January 2019 to 31st December 2020 because of acute appendicitis. Patients were divided into two groups-those treated in 2019-before pandemic outbreak, and those treated in 2020 in the course of pandemic. Results: the most common type of appendicitis was phlegmonous (61% of cases in 2019 and 51% of cases in 2020). Followed by diffuse purulent peritonitis (18% of cases in 2019 vs 31% of cases in 2020), gangrenous (19% of cases in 2019 vs 15% of cases in 2020) and simple superficial appendicitis (1% of cases in 2019 vs 3% of cases in 2020). There was statistically significant difference in the length of hospitalization: in 2019 the mean length of hospi-talization was 4.761 vs 5.634 in 2020. Laparoscopic appendectomy was performed more frequently before the COVID period (63% of cases treated in 2019 vs 61% of cases treated in 2020). In the pandemic year 2020, there was double increase in the number of conversion from the laparoscopic approach to the classic open surgery. In the year 2019 drainage of abdominal cavity was necessary in 22% of patients treated with appendectomy, in 2020 the amount of cases threated with appendectomy and drainage increased to 32%. Conclusions: fear of being infected, the limited availability of appointments at General Practitioners and the new organisation of the medical health care system during pandemic, delay proper diagnosis of appendicitis. Forementioned delay leads to higher number of complicated cases treated with open appendectomy and drainage of abdominal cavity, higher number of conversions from the laparoscopic to classic open technique, and longer hospitalization of children treated with appendectomy in the year of pandemic.

PMID:34907247 | DOI:10.1038/s41598-021-03409-2

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Nevin Manimala Statistics

An integrative genomic and phenomic analysis to investigate the nature of plant species in Escallonia (Escalloniaceae)

Sci Rep. 2021 Dec 14;11(1):24013. doi: 10.1038/s41598-021-03419-0.

ABSTRACT

What we mean by species and whether they have any biological reality has been debated since the early days of evolutionary biology. Some biologists even suggest that plant species are created by taxonomists as a subjective, artificial division of nature. However, the nature of plant species has been rarely tested critically with data while ignoring taxonomy. We integrate phenomic and genomic data collected across hundreds of individuals at a continental scale to investigate this question in Escallonia (Escalloniaceae), a group of plants which includes 40 taxonomic species (the species proposed by taxonomists). We first show that taxonomic species may be questionable as they match poorly to patterns of phenotypic and genetic variation displayed by individuals collected in nature. We then use explicit statistical methods for species delimitation designed for phenotypic and genomic data, and show that plant species do exist in Escallonia as an objective, discrete property of nature independent of taxonomy. We show that such species correspond poorly to current taxonomic species ([Formula: see text]) and that phenomic and genomic data seldom delimit congruent entities ([Formula: see text]). These discrepancies suggest that evolutionary forces additional to gene flow can maintain the cohesion of species. We propose that phenomic and genomic data analyzed on an equal footing build a broader perspective on the nature of plant species by helping delineate different ‘types of species’. Our results caution studies which take the accuracy of taxonomic species for granted and challenge the notion of plant species without empirical evidence. Note: A version of the complete manuscript in Spanish is available in the Supplemental Materials.

PMID:34907249 | DOI:10.1038/s41598-021-03419-0

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Nevin Manimala Statistics

Citric acid/β-alanine carbon dots as a novel tool for delivery of plasmid DNA into E. coli cells

Sci Rep. 2021 Dec 14;11(1):23964. doi: 10.1038/s41598-021-03437-y.

ABSTRACT

Successful delivery of plasmid DNA into the microbial cells is fundamental in recombinant DNA technology. Natural bacterial transformation is limited to only certain species due in part to the repulsive forces between negatively charged DNA and bacterial membranes. Most common method of DNA delivery into bacteria is artificial transformation through heat shock and electroporation. These methods require sophisticated instruments and tedious steps in preparation of competent cells. Transformation by conjugation is also not applicable to all plasmids. Nanoparticles have been used successfully in therapeutics for drug delivery into animal cells. They are starting to gain popularity in plant sciences as novel DNA nano carriers. Despite their promise as tool for DNA delivery, their use in microbial cell transformation has not been reported yet. Here we report the synthesis of carbon dots (CDs) from citric acid and β-alanine and their use in DNA delivery into E. coli cells. CDs were fabricated using microwave assisted synthesis. Plasmids carrying RFP reporter and ampicillin resistance genes were transferred to bacterial cells and further confirmed using polymerase chain reaction. Our findings indicate that CDs can be used successfully for delivery of foreign DNA of up to 10 kb into E. coli. We have demonstrated the use of β-alanine/citric acid carbon dots as nanocarriers of DNA into E. coli cells and identified their limitation in terms of the size of plasmid DNA they could carry. Use of these carbon dots is a novel method in foreign DNA delivery into bacterial cells and have a potential for the transformation of resistant organism for which there is still no reliable DNA delivery systems.

PMID:34907242 | DOI:10.1038/s41598-021-03437-y

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Nevin Manimala Statistics

Neutrosophic statistical analysis of resistance depending on the temperature variance of conducting material

Sci Rep. 2021 Dec 14;11(1):23939. doi: 10.1038/s41598-021-03347-z.

ABSTRACT

In this work, we have proposed a neutrosophic statistical approach for the analysis of resistance of conducting material depending on the temperature variance. We have developed a neutrosophic formula and applied it to the resistance data. We also use the classical statistical approach for making a comparison between both approaches. As a result, it is observed that the neutrosophic statistical approach is more flexible and informative. Also, this work suggests that the neutrosophic statistical approach analyzes the resistance of conducting material for big data.

PMID:34907243 | DOI:10.1038/s41598-021-03347-z

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Nevin Manimala Statistics

Postoperative proliferative vitreoretinopathy development is linked to vitreal CXCL5 concentrations

Sci Rep. 2021 Dec 14;11(1):23989. doi: 10.1038/s41598-021-03294-9.

ABSTRACT

The specific changes linked to de novo development of postoperative PVR have remained elusive and were the object of the underlying study. Vitreous fluid (VF) was obtained at the beginning of vitrectomy from 65 eyes that underwent vitrectomy for primary rhegmatogenous retinal detachment (RRD) without preoperative PVR. Eyes developing postoperative PVR within 6 months after re-attachment surgery were compared to those which did not regarding the preoperative concentrations of 43 cytokines and chemokines in the VF, using multiplex beads analysis. For all comparisons Holm’s correction was applied in order to control for multiple comparisons. Twelve out of 65 eyes (18.5%) developed PVR postoperatively. While 12 of the chemokines and cytokines presented concentration differences on a statistical level of p < 0.05 (CXCL5, CCL11, CCL24, CCL26, GM-CSF, IFN-γ, CCL8, CCL7, MIF, MIG/CXCL9, CCL19, and CCL25), CXCL5 was the only cytokine with sufficiently robust difference in its VF concentrations to achieve significance in eyes developing postoperative PVR compared to eyes without PVR. CXCL5 may represent a potent biomarker for the de novo development of postoperative PVR. In line with its pathophysiological role in the development of PVR, it might serve as a basis for the development of urgently needed preventive options.

PMID:34907233 | DOI:10.1038/s41598-021-03294-9

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Nevin Manimala Statistics

The effect of Propofol versus Dexmedetomidine as anesthetic agents for oocyte pick-up on in vitro fertilization (IVF) outcomes

Sci Rep. 2021 Dec 14;11(1):23922. doi: 10.1038/s41598-021-03177-z.

ABSTRACT

This study aimed to evaluate the effects of propofol and dexmedetomidine over different timescales on the IVF outcomes for transvaginal oocyte retrieval (TVOR). Twenty-four rats included in the study were divided into two main groups and three subgroups were subjected to the ovulation induction process. Group 1 was administered propofol (100 mg/kg i.v.) and group 2 were administered dexmedetomidine (25 µg/kg i.p.) The oviduct collection procedure was completed within 15 min for subgroup Pro15min, Dex15min (n = 4), within 16 to 30 min for subgroup Pro30min, Dex30min (n = 4) and within 31 to 60 min for subgroup Pro60min, Dex60min (n = 4) after euthanasia. The total number of oocytes was counted. After in vitro fertilization, the number and quality of embryos were evaluated. The number of pups born were evaluated after embryo transfer. The embryo number, quality and pup count decreased as the administration time for propofol increased (p < 0.05). No statistically significant difference was found between the dexmedetomidine subgroups for embryo number, quality and pup count(p > 0.05). As the exposure time to propofol increased, the number and quality of embryos obtained, and the pup count, decreased. The use of dexmedetomidine had no negative impacts on the number of embryos, their quality or the number of pups.

PMID:34907217 | DOI:10.1038/s41598-021-03177-z