Medicine and Health Sciences Commons^™

Revolutionizing Feature Selection: A Breakthrough Approach For Enhanced Accuracy And Reduced Dimensions, With Implications For Early Medical Diagnostics, Shabia Shabir Khan, Majid Shafi Kawoosa, Bonny Bannerjee, Subhash C. Chauhan, Sheema Khan

Research Symposium

Background: The system's performance may be impacted by the high-dimensional feature dataset, attributed to redundant, non-informative, or irrelevant features, commonly referred to as noise. To mitigate inefficiency and suboptimal performance, our goal is to identify the optimal and minimal set of features capable of representing the entire dataset. Consequently, the Feature Selector (Fs) serves as an operator, transforming an m-dimensional feature set into an n-dimensional feature set. This process aims to generate a filtered dataset with reduced dimensions, enhancing the algorithm's efficiency.

Methods: This paper introduces an innovative feature selection approach utilizing a genetic algorithm with an ensemble crossover operation …

Mutational And Expression Analysis Of Fbxw7 Gene In Colorectal Cancer Patients Among North Indian Population, Laraib Uroog

Research Symposium

Background: Colorectal cancer is the third most common cancer worldwide with the incidence rate of 1.8 million (10.2%) (GOBOCON-2018). CRC is endemic to Kashmir Valley due to both, kangri use and non-veg food habit. The current study was designed to explore the possible correlation between that FBXW7 and colorectal cancer progression.

Methods: FBXW7 gene mutations and expression was analyzed in 173 colorectal carcinoma tissues along with the adjacent non-cancerous matched tissues using polymerase chain reaction-single stranded confirmation polymorphism assay. Gene expression analysis was conducted using qRT-PCR, western blot and IHC.

Results: In total, six mutations were found …

Familial Chylomicronemia Syndrome: A Family Case Report In U.S./Mexico Border By Cediamet, Carlos E. Maldonado, Carlo Hector, Mariana Mendez, Claudia Munguia-Cisneros, Leonel Vela, Juan Carlos Lopez Alvarenga

Research Symposium

Primary familiar hyperchylomicronemia syndrome (FHS) is an extremely rare autosomal recessive condition. In 80% of cases is a result of a mutation in lipoprotein lipase, meanwhile, the 20% is a malfunctioning enzyme due to APOC2, APOA5, LMF1, or GP1HBP1. It is estimated FHS affects 3000 to 5000 individuals globally, with no correlation by sex or race. We are presenting a family with FHS in Reynosa, Mexico.

The index patient was a male 36 years old who attended the CEDIAMET clinic after his 6th episode of acute pancreatitis. He has triglycerides 1300 mg/dl and CT scan with Balthazar C score. He …

Orthologs Of The C. Elegans Heterochronic Genes Have Divergent Functions In C. Briggsae, Maria Ivanova, Eric G. Moss

Rowan-Virtua Research Day

The heterochronic genes of C. elegans comprise the best-studied pathway controlling the timing of tissue and organ formation in an animal. To begin to understand the evolution of this pathway, the significance of each factor, and the relationships among the components, we characterized 11 C. briggsae orthologs of C. elegans heterochronic genes. Using CRISPR/Cas9, we made a variety of alleles and found that several mutant phenotypes differ in significant ways from those of C. elegans. Although most orthologs displayed defects in developmental timing, those phenotypes could differ in which stages they controlled, the penetrance and expressivity of the phenotypes, or …

Conservation And Divergence In The Heterochronic Pathway Of C. Elegans And C. Briggsae, Maria Ivanova, Eric G. Moss

Rowan-Virtua Research Day

The heterochronic pathway of Caenorhabditis elegans is exemplary as a mechanism of developmental timing: mutations in genes of this pathway alter the relative timing of diverse developmental events independent of spatial or cell type specific regulation. It is the most thoroughly characterized developmental timing pathway known. Most of the heterochronic genes are conserved across great evolutionary time, and a few homologs seem to have developmental timing roles in certain contexts. The degree to which other organisms have explicit developmental timing mechanisms, and what factors comprise those mechanisms, isn’t generally known.

Developmental pathways evolve even if the resulting morphology remains the …

Replication Protein A (Rpa) Targeting Of Uracil Dna Glycosylase (Ung2), Derek Chen, Brian P Weiser

Rowan-Virtua Research Day

Replication Protein A (RPA) is a single stranded DNA binding protein which stabilizes ssDNA for replication and repair. One function of RPA is to bind the DNA repair enzyme uracil DNA glycosylase (UNG2) and direct its activity towards ssDNA dsDNA junctions.

UNG2 removes uracil bases from DNA which can appear through dUMP misincorporation or through cytosine deamination. If uracil is present instead of a cytosine, then the original GC pair becomes a GU pair. The uracil will then base pair to adenine in the replicated daughter strand. This results in a GC → AT mutation that could contribute to cancer …