Enhancing Binary Classification Performance in Biomedical Datasets: Regularized ELM with SMOTE and Quantile Transforms Focused on Breast Cancer Analysis by Brilliant Friezka Aina, Meta Kallista, Ig. Prasetya Dwi Wibawa, Ginaldi Ari Nugroho, Ivana Meiska, Syifa Melinda Naf’an

“…Using microarray datasets, this research investigation addresses the problem of unbalanced data in binary classification tasks. …”
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Investigating Single-Molecule Molecular Inversion Probes for Medium-Scale Targeted DNA Methylation Analysis by Roy B. Simons, Hieab H. H. Adams, Manfred Kayser, Athina Vidaki

“…Considering CpGs with at least 20X coverage, we yielded robust methylation detection with levels comparable to those obtained from the gold standard EPIC microarray analysis (Pearsons’s r: 0.96). Conclusions: The observed low specificity and uniformity indicate that smMIPs in their current form are not compatible with the lowered complexity of bisulfite-converted DNA.…”
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HSPA6 augments garlic extract-induced inhibition of proliferation, migration, and invasion of bladder cancer EJ cells; Implication for cell cycle dysregulation, signaling pathway a... by Seung-Shick Shin, Jun-Hui Song, Byungdoo Hwang, Dae-Hwa Noh, Sung Lyea Park, Won Tae Kim, Sung-Soo Park, Wun-Jae Kim, Sung-Kwon Moon

“…In addition, GE impeded the migration and invasion of EJ cells via inhibition of MMP-9 expression followed by decreased binding activities of AP-1, Sp-1, and NF-κB motifs. Based on microarray datasets, we selected Heat shock protein A6 (HSPA6) as the most up-regulated gene responsible for the inhibitory effects of GE. …”
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Cuproptosis-related signature and immune infiltration in age-related macular degeneration by Chen Li, Yi-Cheng Lu, Ming-Xuan Chen

“…METHODS: The expression profiles of cuproptosis-related genes and immune signature in AMD based on the microarray dataset GSE29801 were analyzed. A total of 142 AMD samples were used to identify the cuproptosis-related differentially expressed genes (Cu-DEGs), together with the immune cell infiltration. …”
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Fish Collagen Promotes the Expression of Genes Related to Osteoblastic Activity by Mark Luigi Fabian Capati, Ayako Nakazono, Kohei Yamamoto, Kouji Sugimoto, Kajiro Yanagiguchi, Shizuka Yamada, Yoshihiko Hayashi

“…The proliferation and differentiation of typical preosteoblasts, MC3T3-E1 cells, were investigated using a microarray analysis, staining assay for mineralization, and real-time PCR analysis of the expression of mineralization-related genes. …”
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Increase of microRNA-210, decrease of raptor gene expression and alteration of mammalian target of rapamycin regulated proteins following mithramycin treatment of human erythroid c... by Nicoletta Bianchi, Alessia Finotti, Manuela Ferracin, Ilaria Lampronti, Cristina Zuccato, Giulia Breveglieri, Eleonora Brognara, Enrica Fabbri, Monica Borgatti, Massimo Negrini, Roberto Gambari

“…In the first part of this study microarray analysis was performed both in mithramycin-induced K562 cells and erythroid precursors from healthy subjects or β-thalassemia patients producing low or high levels of fetal hemoglobin. …”
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Investigational Management for a Positive NIPT Result - Case Report by Elena Evelina STOICA, Laurentiu Camil BOHILTEA, Delia-Maria Gradinaru-FOMETESCU, Monica Mihaela CIRSTOIU

“…Following genetic consultation, further investigations were conducted to stratify the fetal risk of inheriting the microdeletion syndrome. As a result, microarray CGH cytoarray from amniotic fluid was performed, and no 22q11.2 deletion was detected. …”
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DNA Methylation Profiles of Blood Cells Are Distinct between Early-Onset Obese and Control Individuals by Je-Keun Rhee, Jin-Hee Lee, Hae Kyung Yang, Tae-Min Kim, Kun-Ho Yoon

“…Here, we performed microarray-based DNA methylation and gene expression profiling of peripheral white blood cells obtained from six young, obese individuals and six healthy controls. …”
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MicroRNA-135b Regulates Leucine Zipper Tumor Suppressor 1 in Cutaneous Squamous Cell Carcinoma. by Edit B Olasz, Lauren N Seline, Ashley M Schock, Nathan E Duncan, Argelia Lopez, Jozef Lazar, Michael J Flister, Yan Lu, Pengyuan Liu, Olayemi Sokumbi, Catherine A Harwood, Charlotte M Proby, Marcy Neuburg, Zelmira Lazarova

“…Here, we analyzed differential expression of 88 cancer related miRNAs in 43 study participants with cSCC; 32 immunocompetent, 11 OTR patients, and 15 non-lesional skin samples by microarray analysis. Of the examined miRNAs, miR-135b was the most upregulated (13.3-fold, 21.5-fold; p=0.0001) in both patient groups. …”
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Endothelial periostin regulates vascular remodeling by promoting endothelial dysfunction in pulmonary arterial hypertension by Dawn Lee, Heeyoung Lee, Ha-neul Jo, Eunsik Yun, Byung Su Kwon, Jongmin Kim, Aram Lee

“…Here, we demonstrated that POSTN upregulation correlates with PAH by analyzing a public microarray conducted on the lung tissues of patients with PAH and biological experimental results from in vivo and in vitro models. …”
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Chlamydiaceae in wild, feral and domestic pigeons in Switzerland and insight into population dynamics by Chlamydia psittaci multilocus sequence typing. by Prisca Mattmann, Hanna Marti, Nicole Borel, Martina Jelocnik, Sarah Albini, Barbara Renate Vogler

“…Subsequent species identification was performed by DNA-microarray assay, sequencing of a 16S rRNA gene fragment and a C. psittaci specific qPCR. …”
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EsoDetect: computational validation and algorithm development of a novel diagnostic and prognostic tool for dysplasia in Barrett’s esophagus by Migla Miskinyte, Benilde Pondeca, José B. Pereira-Leal, Joana Cardoso

“…Specifically, for the diagnostic application, three RNAseq datasets were employed, while for the prognostic application, nine microarray datasets were identified, and 25 previously described genes were validated. …”
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The Novel Action of miR-193b-3p/CDK1 Signaling in HCC Proliferation and Migration: A Study Based on Bioinformatic Analysis and Experimental Investigation by Xue Pang, Wei Wan, Xingxing Wu, Yu Shen

“…A growing number of novel targets underlying HCC pathophysiology have been detected using microarray high throughput screening platforms. This study carried out bioinformatics analysis to explore underlying biomarkers in HCC and assessed the potential action of the miR-193b-3p/CDK1 signaling pathway in HCC progression. …”
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Identification of novel androgen-regulated pathways and mRNA isoforms through genome-wide exon-specific profiling of the LNCaP transcriptome. by Prabhakar Rajan, Caroline Dalgliesh, Phillippa J Carling, Thomas Buist, Chaolin Zhang, Sushma N Grellscheid, Kelly Armstrong, Jacqueline Stockley, Cedric Simillion, Luke Gaughan, Gabriela Kalna, Michael Q Zhang, Craig N Robson, Hing Y Leung, David J Elliott

“…Androgens drive the onset and progression of prostate cancer (PCa) by modulating androgen receptor (AR) transcriptional activity. Although several microarray-based studies have identified androgen-regulated genes, here we identify in-parallel global androgen-dependent changes in both gene and alternative mRNA isoform expression by exon-level analyses of the LNCaP transcriptome. …”
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A zebrafish model of Roberts syndrome reveals that Esco2 depletion interferes with development by disrupting the cell cycle. by Maren Mönnich, Zoë Kuriger, Cristin G Print, Julia A Horsfield

“…Esco2 depleted zebrafish embryos exhibit features that resemble RBS, including mitotic defects, craniofacial abnormalities and limb truncations. A microarray analysis of Esco2-depleted embryos revealed that different subsets of genes are regulated downstream of Esco2 when compared with cohesin subunit Rad21. …”
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Bioprospecting Bacteria From Psychrophilic Anaerobic Digestate for Potential Plant Growth-Promoting Attributes by Muyiwa Ajoke Akindolire, Busiswa Ndaba, Maryam Bello-Akinosho, Haripriya Rama, Ashira Roopnarain

“…Nucleotide sequence analysis of seven isolates, possessing multiple plant-beneficial traits, revealed their affiliation to three genera: Acinetobacter (57%), Comamonas (28.7%), and Pseudomonas (14%). Biolog Phenotype MicroArray plates revealed varied catabolic capability among bacterial strains, with isolate B5-5 demonstrating the highest metabolic diversity. …”
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Cytomegalovirus Infection Leads to Development of High Frequencies of Cytotoxic Virus-Specific CD4+ T Cells Targeted to Vascular Endothelium. by Annette Pachnio, Miriam Ciaurriz, Jusnara Begum, Neeraj Lal, Jianmin Zuo, Andrew Beggs, Paul Moss

“…CMV-specific CD4+ T cells display a highly differentiated effector memory phenotype and express a range of cytokines, dominated by dual TNF-α and IFN-γ expression, although substantial populations which express IL-4 were seen in some donors. Microarray analysis and phenotypic expression revealed a profile of unique features. …”
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Genome wide nucleosome mapping for HSV-1 shows nucleosomes are deposited at preferred positions during lytic infection. by Jaewook Oh, Iryna F Sanders, Eric Z Chen, Hongzhe Li, John W Tobias, R Benjamin Isett, Sindura Penubarthi, Hao Sun, Don A Baldwin, Nigel W Fraser

“…Here we perform HSV-1 genome wide nucleosome mapping, at a time when viral replication is in full swing (6 hr PI), using a microarray consisting of 50mer oligonucleotides, covering the whole viral genome (152 kb). …”
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The prognostic significance of MMP-8 tissue Immunoexpression in pancreatic ductal adenocarcinoma after neoadjuvant therapy by Ella Kesti, Annika Eurola, Mirjami Kaasinen, Harri Mustonen, Jaana Hagström, Timo Sorsa, Ari Ristimäki, Hanna Seppänen, Caj Haglund, Malin Sund

“…We studied MMP-8 expression using immunohistochemistry in a tissue microarray with samples from 115 NAT and 144 up-front surgery patients. …”
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Thyroid hormone signalling genes are regulated by photoperiod in the hypothalamus of F344 rats. by Alexander W Ross, Gisela Helfer, Laura Russell, Veerle M Darras, Peter J Morgan

“…Previous investigations of the F344 rat have suggested a role for thyroid hormone metabolism, but have only considered Dio2 expression, which was elevated in long day photoperiods. Microarray analysis was used to identify time-dependent changes in photoperiod responsive genes, which may underlie the photoperiod-dependent phenotypes of the juvenile F344 rat. …”
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