Feature Selection in Cancer Classification: Utilizing Explainable Artificial Intelligence to Uncover Influential Genes in Machine Learning Models by Matheus Dalmolin, Karolayne S. Azevedo, Luísa C. de Souza, Caroline B. de Farias, Martina Lichtenfels, Marcelo A. C. Fernandes

“…Gene expression data from RNA-seq, extracted from The Cancer Genome Atlas (TCGA), were used to train ML models, including decision trees (DTs), random forest (RF), and XGBoost (XGB), which achieved accuracies of 98.69%, 99.82%, and 99.37%, respectively. …”
Get full text

Interleukin-6 related signaling pathways as the intersection between chronic diseases and sepsis by Jie Yang, Lin Yang, Yanjiao Wang, Lu Huai, Bohan Shi, Di Zhang, Wei Xu, Di Cui

“…IL-6 related signaling pathways were sought in Kyoto Encyclopedia of Genes and Genomes (KEGG), and retrieved protein-protein interaction in the Search for Interaction Genes tool (STRING). …”
Get full text

SNP rs9364554 Modulates Androgen Receptor Binding and Drug Response in Prostate Cancer by Yuqian Yan, Lei Shi, Tao Ma, Liguo Wang, Haojie Huang

“…SLC22A3, a membrane transporter, has been linked to SNP rs9364554 risk loci for drug efficacy in prostate cancer. (2) Methods: We examined the location of SNP rs9364554 in the genome and utilized TCGA and other publicly available datasets to analyze the association of this SNP with <i>SLC22A3</i> transcription levels. …”
Get full text

Transcription factor FOXD1 and miRNA-204-5p play a major role in B4GALNT2 downregulation in colon cancer by Martina Duca, Nadia Malagolini, Michela Pucci, Virginie Cogez, Anne Harduin-Lepers, Fabio Dall’Olio

“…Through an in silico analysis of The Cancer Genome Atlas and of the Cancer Cell Line Encyclopedia, we identified the transcription factors FOXD1, FOXF2 and PGR as well as mir-204-5p as potential inhibitory agents. …”
Get full text

Informative EST-SSR markers for genotyping and intraspecific differentiation of Brassica oleracea var. capitata L. by M. N. Shapturenko, T. V. Pechkovskaya, S. I. Vakula, A. V. Jakimovich, Yu. M. Zabara, L. V. Khotyleva

“…Microsatellites (SSR) are highly polymorphic markers of plant genomes and represent one of the most effective tools for assessing genetic polymorphism. …”
Get full text

An Optimized NGS Workflow Defines Genetically Based Prognostic Categories for Patients with Uveal Melanoma by Michele Massimino, Elena Tirrò, Stefania Stella, Cristina Tomarchio, Sebastiano Di Bella, Silvia Rita Vitale, Chiara Conti, Marialuisa Puglisi, Rosa Maria Di Crescenzo, Silvia Varricchio, Francesco Merolla, Giuseppe Broggi, Federica Martorana, Alice Turdo, Miriam Gaggianesi, Livia Manzella, Andrea Russo, Giorgio Stassi, Rosario Caltabiano, Stefania Staibano, Paolo Vigneri

“…Methods: Following the findings published by “The Cancer Genome Atlas–UM” (TCGA-UM) study, we developed an NGS-based gene panel (called the UMpanel) that classifies mutation sets in four categories: initiating alterations (<i>CYSLTR2</i>, <i>GNA11</i>, <i>GNAQ</i> and <i>PLCB4</i>), prognostic alterations (<i>BAP1</i>, <i>EIF1AX</i>, <i>SF3B1</i> and <i>SRSF2</i>), emergent biomarkers (<i>CDKN2A</i>, <i>CENPE</i>, <i>FOXO1</i>, <i>HIF1A</i>, <i>RPL5</i> and <i>TP53</i>) and chromosomal abnormalities (imbalances in chromosomes 1, 3 and 8). …”
Get full text

The Global Secondary Metabolite Regulator <i>AcLaeA</i> Modulates <i>Aspergillus carbonarius</i> Virulence, Ochratoxin Biosynthesis, and the Mode of Action of Biopesticides and Ess... by Maria K. Iliadi, Maria Varveri, Anastasia E. Kapetanakou, Panagiotis N. Skandamis, Dimitrios I. Tsitsigiannis

“…The goal of this study was to investigate the role of the regulatory gene <i>AclaeA</i> in physiology, virulence, and ochratoxin A (OTA) production by deleting this gene from the genome of a wild-type <i>A. carbonarius</i> strain. …”
Get full text

Association between Genetic Variants and Diabetes Mellitus in Iranian Populations: A Systematic Review of Observational Studies by Mehrnoosh Khodaeian, Samaneh Enayati, Ozra Tabatabaei-Malazy, Mahsa M. Amoli

“…We found some controversial results due to heterogeneity in ethnicity and genetic background. We thought genome wide association studies on large number of samples will be helpful in identifying diabetes susceptible genes as an alternative to studying individual candidate genes in Iranian populations.…”
Get full text

CD21low B cells reveal a unique glycosylation pattern with hypersialylation and hyperfucosylation by Peter Tobias Felixberger, Peter Tobias Felixberger, Geoffroy Andrieux, Andrea Maul-Pavicic, Andrea Maul-Pavicic, Sigune Goldacker, Sigune Goldacker, Ina Harder, Ina Harder, Sylvia Gutenberger, Sylvia Gutenberger, Jonathan J. M. Landry, Vladimir Benes, Till Fabian Jakob, Melanie Boerries, Melanie Boerries, Lars Nitschke, Reinhard Edmund Voll, Reinhard Edmund Voll, Klaus Warnatz, Klaus Warnatz, Baerbel Keller, Baerbel Keller

Get full text

NTHi killing activity is reduced in COPD patients and is associated with a differential microbiome by Vancheswaran Gopalakrishnan, Ben Sparklin, Jung Hwan Kim, Jerome Bouquet, Margaret Kehl, Tara Kenny, Christopher Morehouse, Carolina Caceres, Paul Warrener, Ventzislava A. Hristova, Susan Wilson, Harini Shandilya, Arnita Barnes, Alexey Ruzin, Junmin Wang, Lisa Oberg, Bastian Angermann, Christopher McCrae, Adam Platt, Daniel Muthas, Sonja Hess, Christine Tkaczyk, Bret R. Sellman, Kristoffer Ostridge, Maria G. Belvisi, Tom M. A. Wilkinson, Karl J. Staples, Antonio DiGiandomenico, on behalf of the MICA II Study Group

Get full text

Assessing microbial biodiversity in oil palm seedlings using oil palm waste compost mixed media by Siti Suliza Salamat, Mohd Zulkhairi Mohd Yusoff, Mohd Ali Hassan Hassan, Mohd Huzairi Mohd Zainuddin, Yoshihito Shirai, Ahmad Husni Mohd Hanif, Mohd Shahkhirat Norizan, Fatini Mat Arisah, Mohammed Abdillah Ahmad Farid, Toshinari Maeda, Mohd Noor Mat Isa, Mohd Faizal Abu Bakar

Get full text

Sleeve gastrectomy reveals the plasticity of the human gastric epithelium by Amit Elad, Botros Moalem, Dana Sender, Aya Bardugo, Ki-Suk Kim, Yhara Arad, Haya Benhayon, Ayelet Gal Etzyoni, Nehemia Greenstein, Aviv Halfon, Sarah Knapp, Michelle Malis, Bailey Peck, Itia Samuel, Amram Kupietzky, Saleh Daher, Esther Forkosh, David Hakimian, Tiberiu Hershcovici, Nadav Ilani, Lior Katz, Moshe Rottenstreich, Elez Vainer, Yuval Ishay, Eitan Zlotnick, Abed Nasereddin, Idid Shiff, Ariel Benson, Ronit Grinbaum, Siddhartha Mishra, Shlomi Kotler, Linda C. Samuelson, Darleen A. Sandoval, Rachel Ben-Haroush Schyr, Danny Ben-Zvi

Get full text

Allelic differences in the key genes of betalain biosynthesis in table beet accessions with contrasting root color from the VIR collection by A. S. Mikhailova, D. V. Sokolova, N. A. Shvachko, V. S. Popov, E. K. Khlestkina

“…It is possible to identify the best table beet accessions for further genome editing among a previously selected high-betanin group. …”
Get full text

Comparison of global transcriptomes for nontyphoidal Salmonella clinical isolates from pediatric patients with and without bacteremia after their interaction with human intestinal... by Buyandelger Batsaikhan, Pei-Chun Lin, Katsumi Shigemura, Yu-Wei Wu, Reo Onishi, Pei-Ru Chang, Hung-Yen Cheng, Shiuh-Bin Fang

“…The Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways analysis identified that arginine biosynthesis, ascorbate and aldarate metabolism, and phosphotransferase system pathways were activated in bacteremic NTS strains after Caco-2 cell priming. …”
Get full text

Gene Polymorphism of Antigen B Subunit 2 and Pathogenesis of Cystic Echinococcosis in Murine Model by Hadi M. Alsakee, Hussein M. Abdulla, Reshna K. Albarzanji

“…Parasite DNA was extracted, and AgB2 genome was amplified and sequenced. The sequencing profile of six of the isolates (1, 2, 3, 5, 8, and 11) revealed a 100% analogy with AgB2 gene of E. granulosus genotype G2. …”
Get full text

Serum Matrix Metalloproteinases and Risk of Urologic Cancers: A Bidirectional Mendelian Randomization Study by BoWen Yang, XiaoYu Zeng, HanYu Wang, JiuHuan Feng, ShuFang Hou

“…Using data from large-scale genome-wide association studies (GWAS), we employed two-sample Mendelian randomization (MR) methods to assess the causal relationship between serum MMPs and urologic cancers. …”
Get full text

Single nucleotide polymorphism and expression of genes for immune competent cell proliferation and differentiation in radiation-exposed individuals by E. A. Blinova, V. S. Nikiforov, M. A. Yanishevskaya, A. A. Akleyev

“…And it predetermines early response in the case of genome damage. Later on modulations in gene transcription activity are also possible and could result in a carcinogenic effect. …”
Get full text

Expression Profile of Genes Potentially Associated with Adequate Glycemic Control in Patients with Type 2 Diabetes Mellitus by Sâmia Cruz Tfaile Corbi, Alliny Souza Bastos, Rafael Nepomuceno, Thamiris Cirelli, Raquel Alves dos Santos, Catarina Satie Takahashi, Cristiane S. Rocha, Silvana Regina Perez Orrico, Claudia V. Maurer-Morelli, Raquel Mantuaneli Scarel-Caminaga

“…In order to identify potential genes related to poorly/well-controlled patients with T2D, our strategy of investigation included a primary screen by microarray (Human Genome U133) in a small group of individuals followed by an independent validation in a greater group using RT-qPCR. …”
Get full text

Rare and common single nucleotide variants in childhood-onset systemic lupus erythematosus by Elisabet Svenungsson, Iva Gunnarsson, Lars Rönnblom, Ingrid E Lundberg, Andreas Jönsen, Niklas Hagberg, Leonid Padyukov, Marie Wahren-Herlenius, Christopher Sjöwall, Solbritt Rantapää-Dahlqvist, Sule Yavuz, Øyvind Molberg, Dag Leonard, Andrei Alexsson, Maija-Leena Eloranta, Ann-Christine Syvänen, Johanna K Sandling, Gunnel Nordmark, Roland Jonsson, Roald Omdal, Christine Bengtsson, Anders A Bengtsson, Pascal Pucholt, Kerstin Lindblad-Toh, Sergey V Kozyrev, Peter Söderkvist, Johanna Dahlqvist, Jonas Carlsson Almlöf, Daniel Eriksson, Ahmed Sayadi, Åsa Karlsson, Gerli Rosengren Pielberg, Anna Lobell, Eva Murén, Kerstin M Ahlgren, Nils Landegren, Olle Kämpe, Fabiana HG Farias, Argyri Mathioudaki, Jennifer Meadows, Jessika Nordin

“…An SLE common variant PRS was created from 37 SLE genome-wide association study single nucleotide variants (SNVs).Results Rare coding deleterious SNVs (RD SNVs) were observed in 23 of the monogenic SLE-associated genes. …”
Get full text

Developmental and hormonal regulation of Arabidopsis thaliana ornithine-delta-aminotransferase by A. A. Egorova, S. V. Gerasimova, A. V. Kochetov

“…In the present work, the reporter gene construct containing the Escherichia coli β-glucuronidase gene (gus) under control of the A. thaliana OAT gene promoter was introduced into the genome of A. thaliana ecotype Columbia plants using the floral dip method; GUS activity was assayed in different experimental conditions including hormone treatment, low and high nitrogen and salinity. …”
Get full text