Results of surgical treatment of cervical cancer patients of childbearing age by V. S. Navruzova

“…The world marked increase in the incidence of cervical cancer in young women, especially from 29 to 45 years old. Analysis showed that in patients with preserved ovarian function, not only the effectiveness of the treatment, but also the quality of life. …”
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Dynamics of post fire plant community assembly in Doñana coastal dunes by Sergio Chozas, André F. Mira, Manuel Serrano, Nagore G. Medina, Joaquín Hortal, María Cruz Díaz-Barradas

“…Then, a set of ecophysiological and structural traits of the dominant shrub species were analysed through a Principal Component Analysis, and correlation analyses were performed to assess the relationships between the three communities and the studied traits. …”
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RNA-sequencing demonstrates transcriptional differences between human vocal fold fibroblasts and myofibroblasts by Michelle Bretl, Lingxin Cheng, Christina Kendziorski, Susan L. Thibeault

“…Results Utilizing bulk RNA sequencing technology, we identified differentially expressed genes between four cell lines of normal fibroblasts (cVFF), one line of scarred fibroblasts (sVFF), and four lines of fibroblasts treated with transforming growth factor-beta 1 (TGF-β1), representing an induced-scar phenotype (tVFF). Principal component analysis revealed clustering of normal fibroblasts separate from the clustering of fibroblasts treated with TGF-β1; scarred fibroblasts were more similar to normal fibroblasts than fibroblasts treated with TGF-β1. …”
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BGATT-GR: accurate identification of glucocorticoid receptor antagonists based on data augmentation combined with BiGRU-attention by Watshara Shoombuatong, Pakpoom Mookdarsanit, Nalini Schaduangrat, Lawankorn Mookdarsanit

“…Finally, we applied principal component analysis (PCA) to reduce the dimensionality of these feature embeddings and fed the processed feature vectors into the final classifier. …”
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Two Machine-learning Hybrid Models for Predicting Type 2 Diabetes Mellitus by Rahman Farnoosh, Karlo Abnoosian, Rasha Abbas Isewid

“…The main contribution of this study is the proposal of two hybrid models for diabetes diagnosis in two scenarios: (1) Scenario 1 (presence of outlier data): Hybrid Model 1 combines the K-medoids clustering algorithm with a Gaussian naive Bayes (GNB) classifier based on kernel density estimation (KDE) to handle outliers and (2) Scenario 2 (after removing outlier data): Hybrid Model 2 combines the K-means clustering algorithm with a GNB classifier based on KDE with suitable bandwidth. We performed principal component analysis to minimize dimensionality and evaluated the models using fivefold cross-validation. …”
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Longitudinal dynamics of intestinal bacteria in the life cycle and their effects on growth and development of potato tuber moth by Qiaosi Fu, Wenqian Wang, Bin Chen, Yuxi Hu, Rui Ma, Enran Zhu, Sitong Jin, Haosheng Cai, Guanli Xiao, Guangzu Du

“…Moreover, the predominant species of intestinal symbiotic bacteria in female adults is Enterobacter ludwigii, while the dominant bacterial species is Serratia rubidaea in male adults. Principal component analysis and non-metric Multi-dimensional scaling analysis confirmed the differences in intestinal symbiotic bacteria structure at different developmental stages. …”
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A Quality Soft Sensing Method Designed for Complex Multi-process Manufacturing Procedures by Kaixiang PENG, Xin QIN, Jiahao WANG, Hui YANG

“…Since the number of features in the optimal feature subset of each procedure may vary, the procedure with the fewest features is taken as the reference, and the optimal feature subsets of other procedures are dimensionally reduced using principal component analysis (PCA) to ensure that all procedures have the same number of features. …”
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Legal Challenges of Marine Insurance Laws in the Use of Unmanned Ships by Mahsa Bahadoran- Baghbaderani, Masoud Shirani, Reza Soltani

“…This issue mirrors challenges encountered in ensuring other emerging technologies lack precedent for risk analysis. Additionally, the intricate design of these vessels often necessitates advanced tools, such as drones, underwater robots, and specialized sensors, to access internal components. …”
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Population structure, genetic diversity, and GWAS analyses with GBS-derived SNPs and silicodart markers unveil genetic potential for breeding and candidate genes for agronomic and... by Noor Maiwan Bahjat, Mehtap Yıldız, Muhammad Azhar Nadeem, Andres Morales, Josefina Wohlfeiler, Faheem Shahzad Baloch, Murat Tunçtürk, Metin Koçak, Yong Suk Chung, Dariusz Grzebelus, Gökhan Sadik, Cansu Kuzğun, Pablo Federico Cavagnaro

“…Coincidently, structure analysis indicated three (K = 3) and two (K = 2) subpopulations for SNP and DArT data, respectively, with accessions in each subpopulation sharing similar geographic origins and root color; and comparable clustering patterns were also found by principal component analysis. …”
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Insights into the tripartite interaction: effects of Arbuscular mycorrhizae and Rhizobium on root morphology, soil enzymes, and biochemical properties in pea cultivation in alluvia... by Jean Pierre Mugabo, Balkrishna S. Bhople, Arun K. Kumar, Vijay Kant Singh, Eman A. Mahmoud, Fazal Ullah, Hosam O. Elansary, Omkar Singh

“…Notably, lower root Cation Exchange Capacity compared to soil Cation Exchange Capacity may be due to factors like soil structure and root interactions. Principal Component Analysis (PCA) of soil parameters effectively distinguishes between treatments, showing that RHZ and AMF respond differently to various NPK proportions. …”
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Soil enzyme activities and health indicator characteristics in furrow‐irrigated and flooded rice production systems by Aziz Ahmed, Jim J. Wang, Manoch Kongchum, Dustin L. Harrell, Nutifafa Adotey, Md Ali Haider, Lewis Gaston, Changyoon Jeong

“…Soil samples were collected from Louisiana DFR and FIR field experiments established in 2020 and 2021 and analyzed for β‐glucosidase (BG), β‐glucosaminidase (NAG), phosphomonoesterase (PME), arylsulfatase (AST), permanganate oxidizable carbon (POXC), respiration (CO2‐burst), and alkali‐hydrolysable nitrogen (AHN). Principal component analysis (PCA) revealed distinct separations between the DFR and FIR systems in different sites. …”
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Environmental concentrations of N-nitrosodiethylamine (NDEA) disturb the Ca2 + and K+ homeostasis in the gills and epidermis of mosquitofish (Gambusia affinis) by Xiaoyu Yan, Wenwen Chen, Xiaohong Song, Yun Ma, Haiqin Wang, Tao Yang, Yanpeng Liang, Honghu Zeng

“…Calcium and potassium fluxes were monitored using noninvasive micro-test technology (NMT), and ATPase activities and gene expressions related to ion transport and immune responses were assessed. Principal component analysis was conducted to identify the organs most sensitive to different NDEA exposure levels. …”
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Effects of two foliar fertilizers on fruit quality and volatile flavor compounds in Jinhuangjin peach by YANG Xingwang, WANG Zhiqiang, DUAN Chenlei, WANG Yingying, XUE Guihong, PANG Lingzhi, SHI Meng, JI Xiaohao, ZHANG Deyan, WANG Xiaodi, WANG Haibo

“…The comprehensive evaluation using principal component analysis combined with membership function analysis showed that the rankings for comprehensive evaluation in 2023 and 2024 were: amino acid selenium foliar fertilizer (AA-Se), water-soluble silicon fertilizer (WSF-Si), and control. …”
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Evolutionary biology and life histories by C. R. Brown, D. L. Thomson

“…Central to an understanding of both disciplines is life history and its component demographic rates, such as survival, fecundity, and age of first breeding, and biologists from both fields have a vested interest in good analytical machinery for the estimation and analysis of these demographic rates. …”
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Big Data Analytics for Uncovering Voxel Connectivity Patterns in Attention Deficit Hyperactivity Disorder by Caraka RE, Supardi K, Gio PU, Isnaniawardhani V, Chen RC, Djatmiko B, Pardamean B

“…Dimensionality reduction and clustering techniques including Principal Component Analysis (PCA), KMeans, and MCLUST were used to explore underlying voxel patterns. …”
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Elucidating the role of PPARG inhibition in enhancing MERS virus immune response: A network pharmacology and computational drug discovery by Ahmed M. Hassan, Leena H. Bajrai, Azzah S. Alharbi, Meshari M. Alhamdan, Vivek Dhar Dwivedi, Esam I. Azhar

“…A possible drug target was identified, and an FDA-approved drug library was screened against the selected target using molecular docking and validated the findings through molecular dynamics simulation, principal component analysis, free energy landscape, and MM/GBSA calculations. …”
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Application of Kansei Engineering in Various Train Compartment Designs to Determine the User's Affective Response by Dinda Karina Yohanny, Lu'Lu' Purwaningrum, Ambar Mulyono

“…This research consists of 5 steps: (1) Determining product semantics (Kansei Words assignment); (2) Define product properties (items and categories), as many as eight design samples; (3) Distributing questionnaires to 150 respondents (75 men and 75 women); (4) Data analysis with multivariate statistics, KMO, Barlett's Test, Principal Component Analysis, and clustering of respondents; (5) Evaluate the results of the most optimal design specifications. …”
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Impact of sodium-glucose cotransporter-2 inhibitors on aging biomarkers and plasma ceramide levels in type 2 diabetes: beyond glycemic control by Youssef M. Shalaby, Mohammed Moutaz Nakhal, Bachar Afandi, Bashar Al-Zohily, Lina Majed, Kukkala Kiran Kumar, Bright Starling Emerald, Bassem Sadek, Amal Akour, Nadia Akawi

“…Plasma Cer and aging biomarkers were quantified using Liquid Chromatography with tandem mass spectrometry (LC–MS–MS) and ELISA, respectively. Principal component analysis (PCA) assessed group-based clustering, while ANCOVA evaluated group differences with confounder adjustment.Results SGLT2i-treated patients showed significantly lower CerC16:0, CerC22:0, and CerC24:1 levels (p < 0.01) and decreased 5MC and H2AX (p < 0.05) compared to non-SGLT2i patients. …”
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Soil health indicators, farmer concepts and carbon market standards in agroforestation of underutilized lands in West Sumatra (Indonesia) by Kurniatun Hairiah, Paul Burgers, Ai Farida, Irma Ardi Kusumawati, Mila Oktavia Mardiani, Danny Dwi Saputra, Rika Ratna Sari, Leony Siska Aldini, Nandha Ardiansyah, Arega Dwi Putra, Avi Qurvanda Putri Pradani, Rizki Maulana Ishaq, Meine van Noordwijk

“…Inceptisols in a virtual chronosequence of forests, open-field agriculture, Imperata/fern fallow grasslands, three stages in the agroforestation process (∼2, ∼5, >7 year after conversion) and mature multistrata ‘parak’ agroforestry. A principal component analysis of the data (60 metrics for 60 plots) confirmed the aboveground grouping; the two soil types were distinct in a number of properties. …”
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Lipidomics-based plasma signature of alcohol-related hepatitis linked to short-term mortality by Florent Artru, Stephen Atkinson, Francesca Trovato, Luke D. Tyson, Vishal C. Patel, Nikhil Vergis, Noora Kano, Robert Goldin, Alberto Quaglia, Alexandros Pechlivanis, Phillip Morgan, Salma Mujib, Anna Cavazza, Ellen Jerome, Marc Zentar, Roosey Sheth, Maura Morrison, Evangelos Triantafyllou, Elaine Holmes, María Gómez-Romero, Mark J. McPhail, Mark Thursz

“…Methods: Untargeted lipidomics was performed on serum samples from two cohorts of patients with sAH and decompensated cirrhosis (DC). Principal component analysis and orthogonal partial least squares discriminant analysis were used to assess lipidome changes. …”
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