Digital Commons Network^™

A Systematic Review Of Machine Learning In Heart Disease Prediction, Tathagat Banerjee, İshak Paçal

Turkish Journal of Biology

Background/aim: Cardiovascular diseases (CVDs) are a leading cause of global mortality, prompting the need for advanced predictive tools. While machine learning (ML) offers a powerful solution, there are significant challenges to clinical translation. This systematic review synthesizes the current state of ML in heart disease prediction, evaluating algorithmic performance, data utilization, and key translational challenges.

Materials and methods: Following PRISMA guidelines, a systematic search of literature published up to 2025 was conducted. From an initial pool of over 2500 records, a rigorous screening process yielded 65 studies for in-depth qualitative synthesis.

Results: Analysis showed that ensemble learning models dominate prediction …

Royal Jelly With Ellagic Acid Inhibits The Glycolytic Pathway And Induces Apoptosis Through Multiple Pathways In Colorectal Cancer, Tuğba Kul Köprülü

Turkish Journal of Biology

Background/aim: Developing novel chemotherapeutics with high anticancer efficacy and low toxicity remains a critical challenge in oncology. Natural products have shown promise due to their multitargeted activity and favorable safety profiles. The present study investigates the combined anticancer effects of royal jelly (RJ) and ellagic acid (EA), two potent antioxidants of animal and plant origin.

Materials and methods: Royal jelly (RJ) and ellagic acid (EA) were applied to HT29 (ATCC HTB-38, Human colorectal adenocarcinoma), HCT116 (ATCC CCL-247, Human colorectal carcinoma) and BEAS-2B (ATCC CRL-3588, human bronchial epithelium) cell lines, and their antiproliferative effects were evaluated using a xCELLigence Real-Time Cell …

Differential Modulation Of Cisplatin Efficacy By Montelukast Sodium And Desloratadine In Lung Cancer, Seha Akduman, Büşra Yüksel, Di̇dem Teci̇mel, Ömer Faruk Bayrak, Di̇dem Seven, Fi̇kretti̇n Şahi̇n

Turkish Journal of Biology

Background/aim: Despite advances in treatment, achieving effective and durable responses with chemotherapy remains a significant challenge in lung cancer management. This study investigates the effects of montelukast sodium (MLS) and desloratadine (DES), alone and in combination with cisplatin (CIS), on cell viability, apoptosis, cell cycle distribution, and antioxidant gene expression in A549 and DMS114 lung cancer cell lines.

Materials and methods: Cells were treated with CIS, MLS, DES, and their combinations for 24–72 h. Cell viability was assessed via MTS assay; apoptosis and cell cycle progression were analyzed by flow cytometry. The expression of antioxidant-related genes (GPX4, GSR, GCLC) was …

Genetic Characterization And High-Resolution Total Mrna Sequencing Of The Millipede Cherokia Georgiana Bollman, 1889, Elena Cruz

Biology Theses

There are approximately 12,000 described species within the class Diplopoda. Only six species, falling within four of sixteen orders, have fully sequenced genomes. No whole genomes are available for incredibly diverse families like Xystodesmidae. Many interesting characteristics in this group are poorly defined at the genetic level, such as the production of a defensive hydrogen cyanide secretion and UV fluorescence in the order Polydesmida. Here, we present a genetic characterization of the polydesmid millipede Cherokia georgiana Bollman, 1889. We include tissue-specific sequencing metrics, alignment and assembly of mitochondrial DNA consensus sequence according to tissue type, and phylogenetic tree construction using …

The Influence Of Chlorophyll-A And Sea Surface Temperature On Anchovy Catch Trends (2011-2024) In Kilwa, Tanzania, Renatus Shigi, Prosper L. Mfilinge

Tanzania Journal of Science

Anchovies exhibit varying trends in catch worldwide, with some regions experiencing declines in catch due to overfishing and environmental changes, while others remain stable or experience increases. Kilwa is among the most productive small pelagic fisheries along the Tanzanian coast. This study aimed to investigate the influence of Chlorophyll-a (Chl-a) and Sea Surface Temperature (SST) on anchovy catch trends in Kilwa. The study further examined the relationship between catch per unit effort (CPUE) and total anchovy catch, as well as its implications for fisheries management. The study was conducted at two sites: Kilwa Kivinje and Kilwa Masoko during both the …

Global Impact Of Covid-19 Pandemic On Higher Education In Physiology, Sean Mahajan, Santanu De

FDLA Journal

The Coronavirus Infectious Disease 2019 (COVID-19) pandemic disrupted the higher education sector worldwide in several disciplines, especially those in healthcare as well as science, technology, engineering, and mathematics (STEM) that require active, experiential learning via practical application of concepts centered around physiology. Dynamic instructional and technological interventions took place rapidly in an effort to minimize the adverse repercussions of moving away from traditional means of education in these critical scientific fields. COVID-19 necessitated administrators, faculty, students, and interns at colleges, universities, medical/healthcare science programs and residencies to pursue teaching, learning, and assessment of physiology courses/curricula through innovative strategies without compromising …

Effect Of Au Nanoparticles Doping On The Structure, Surface Morphology And Optical Properties Of Znago Nanorods, Mohsin Talib Mohammed, Salah M. Saleh Al-Khazali, Bassam A. Salih, Adel H. Omran Alkhayatt

Karbala International Journal of Modern Science

In this work, nanoparticles (NPs) composed of noble elements (Au and Ag) were prepared using a chemical reduction method and then combined with a spray pyrolysis technique for synthesizing ZnAgO and Au-doped ZnAgO nanorods (NRs). The films were produced by adding 2 wt% of Ag NPs and 2, 4, and 6 wt% of Au NPs at 420°C. The results showed that the films have a polycrystalline ZnO (wurtzite) with a hexagonal structure. Also, all films had a preference orientation along the (002) plane. The crystal size increased with increasing Au doping from 64.4 to 65.33 nm. For ZnO doped with …

Oxygen Supply Capacity Of The Atlantic Horseshoe Crab,, Marty Sims

USF Tampa Graduate Theses and Dissertations

The horseshoe crab, Limulus polyphemus, inhabits shallow bays and estuaries where it encounters variable oxygen levels. Moreover, each year, the biomedical industry harvests hemolymph from hundreds of thousands of horseshoe crabs to use in bacterial contamination testing, yet the effects of bloodletting on their physiology are relatively unknown. This study aims to determine the oxygen supply capacity of Limulus polyphemus in relation to environmental hypoxia and biomedical bloodletting. Study animals were collected from the intertidal waters of Tampa Bay, Florida. Experiments included a control group that did not undergo substantial blood-volume reduction and a treatment group from which 10% of …

The Genome Sequence Of The Hemlock Woolly Adelgid, Adelges Tsugae Annand 1924, Bryan M.T. Brunet, Dustin T. Dial, Gaelen R. Burke, Carol D. Von Dohlen, Julia Douglas Freitas, Haley Sanderson, Afiya R. Chida, Samantha J. Jones, Fergal J. Martin, Leanne Haggerty, Stephen W. Scherer, Ioannis Ragoussis, Steven J.M. Jones, Robert G. Foottit, Nathan P. Havill

Biology Faculty Publications

The genome of the hemlock woolly adelgid (Adelges tsugae) is presented in 10 chromosomal pseudomolecules along with 132 unplaced scaffolds for a combined length of 216.56 Mb. The genome is highly contiguous with an N50 of 20.54 Mb and its longest scaffold 37.41 Mb in length. The assembly recovered 97.7% of benchmarked universal single-copy Hemiptera orthologs (BUSCO) with an overall completion score of 98.6%. On the basis of chromosomal synteny with other aphid genomes, the hemlock woolly adelgid’s genome is composed of eight autosomes and two sex (X) chromosomes. Annotation of the assembly identified 11,800 coding genes, 1,930 …

Renoprotective Potential Of Ciprofloxacin, Prednisolone, And Infliximab In Acetic Acid-Induced Ulcerative Colitis Rats, O. A. Oyesola, O. E. Olayemi, B. I. Kukoyi

AUIQ Complementary Biological System

Ulcerative colitis (UC) is a chronic inflammatory bowel disease with systemic manifestations, including renal impairment mediated by oxidative stress, inflammation, and electrolyte imbalance. This study investigated the renoprotective potential of ciprofloxacin, prednisolone, and infliximab in rats with acetic acid–induced UC. Fifty male Sprague–Dawley rats (180–200 g) were divided into five groups (n = 10): control, UC control, UC + ciprofloxacin (50 mg/kg, p.o.), UC + prednisolone (4 mg/kg, p.o.), and UC + infliximab (5 mg/kg, i.p.). UC was induced by rectal instillation of 4% acetic acid, and treatments were administered for 42 days. Serum urea, creatinine, electrolytes, and malondialdehyde (MDA) …

Draft Genome Of Corynebacterium Glycinophilum S209 Isolated From Healthy Human Skin, Sandra Jablonska, Lila Nelson, Grace Finger, Alex Kula, Catherine Putonti

Biology: Faculty Publications and Other Works

Corynebacterium glycinophilum is an understudied species of this genus, although it has been identified in dairy products as well as the human skin microbiome. Recently, we isolated a strain from the skin of a healthy human female, and here, we present the draft genome of this isolate, C. glycinophilum S209.

Biodiversity Conservation Depends On The Expansion Of Taxonomy And Systematics Research, Luis A. Ruedas, Scott L. Gardner

Biology Faculty Publications and Presentations

Despite mammals constituting fewer than 0.3% of all described species, their conservation is compelling for a number of reasons. They contribute to biodiversity and are important in maintaining and regulating ecological communities. Many mammals have significant cultural and economic value, serving as sources of food, medicine, and tourism revenue. Furthermore, the conservation of mammals often leads to the protection of entire habitats, benefiting numerous other species and preserving ecosystem services that are critical for human well- being. Humans share a unique evolutionary history with other mammal species, making their preservation important for scientific research, education, and understanding of our own …

Extraction And Optimization Of Flavonoids From Elaeagnus Pungens Thunb And Its Potential Impact On Blood Plasma Cholesterol In A Mouse Model, Qunqing Lu, Haozhe Liu, Xinxin Zhang, Nourhan Nassar, Ibrar Khan, Haji Gul, Zaigui Wang

The Thai Journal of Veterinary Medicine

Elaeagnus pungens Thunb is a significant source of flavonoids with biological function. This study aims to develop orthogonal tests and alkali alcohol extraction methods for extracting flavonoids from leaves of E. pungens. The levels of factors in the orthogonal test were determined by pre-experiment, and the physiological efficacy was verified by the in vivo test. The results indicated that the optimal extraction yield was 4.07% when the solid-to-liquid ratio was 1:40, the concentration of ethanol was 60%, the extraction temperature was 80℃, and the extraction time was five h. The alkalialcohol extraction results demonstrated that the extraction yield of …

Mesenchymal Stem Cells As Cornerstones Of Regenerative Medicine: Mechanisms, Applications, And Future Perspectives, Hasan M. Agha, Mohammed A. Abdalqader, Jantson Hoh, Yacoub Wassouf, Khudhur Abbas Ahmed Al-Saadawi, Amjad Abdulhadi Mohammed, Muneer Mohammed Saleh Alsayadi

AUIQ Complementary Biological System

Regenerative medicine is a multidisciplinary domain focused on restoring, repairing, or replacing damaged tissues and organs by harnessing the body’s inherent healing abilities with sophisticated biological and technical techniques. Mesenchymal stem cells (MSCs) have become fundamental among many stem cell types because to their self-renewal, multipotency, paracrine signaling, and immunomodulatory capabilities. Their therapeutic adaptability has been shown in orthopedic, cardiovascular, neurological, dermatological, and immune-mediated illnesses, underscoring their clinical significance. Nonetheless, obstacles like donor heterogeneity, senescence during in vitro growth, restricted engraftment, and regulatory impediments persist in limiting repeatability and broad clinical use. Recent advancements are enhancing the capabilities of MSCs …

Evaluating The Pros And Cons Of Common Dental Polymers In Dentistry: Review, Ali Kadhim Wadday, Sukaina Tuama Ghafel, Lina M. Shaker

AUIQ Complementary Biological System

Dental polymers play a central role in modern dentistry, offering versatility in applications ranging from removable dentures and prosthetic frameworks to implant abutments and bioactive scaffolds. Common materials like PMMA, PEEK, and nylon are valued for their formability, cost-effectiveness, and aesthetic properties, while emerging biopolymers including chitosan and alginate offer promising biocompatible alternatives. However, both conventional and bio-based polymers exhibit limitations in terms of chemical stability, mechanical wear, and microbial adhesion. Recent advancements in polymer science have expanded the material palette through innovative biopolymer formulations and advanced surface engineering techniques such as antimicrobial coatings and nanocomposites, introducing novel solutions for …

Bull Shark (Carcharihinus Leucas) Chondrocranium, Nicholas Burchett, Michelle Bassali, David W. Kerstetter, Roman Devlin

All Scans: Kerstetter Fisheries and Avian Ecology 3D Scan Series

No abstract provided.

Limb Regeneration In Damselflies Based On Developmental Stage, Haven O. Clements

Inquiry: The University of Arkansas Undergraduate Research Journal

Injury is common in wild animals, yet some species possess an adaptive advantage: regeneration. Enallagma vesperum, a species of damselfly, exhibits this regenerative ability, though its persistence and effectiveness across developmental stages remain poorly understood. While previous studies indicate that regeneration ceases following adult emergence, it is unclear whether this ability also diminishes prior to the final larval molt. This study investigated the effectiveness of limb regeneration in E. vesperum across early and late larval instars. I hypothesized that earlier instars would exhibit greater regenerative success due to fewer competing energetic demands compared to later instars, which may prioritize …

Cv: Marne Bailey (Biology), Marne Bailey

Biology Department Faculty Curricula Vitae

No abstract provided.

Needs Analysis Of Interactive Learning Media For Teachingheat Transfer In Physics: Students’ And Teachers’Perspectives, Rizki Eka Shintya, Ika Mustika Sari, Ida Kaniawati

Jurnal Pendidikan Sains

Heat transfer material in physics is known to be abstract. This study specifically analyzes the conceptual difficulties, and visualization needs specific to this material, which is different from the analysis of physics needs in general. This analysis does not only look for the need for traditional media but explicitly looks for the need for interactive media (simulation, animation, virtual laboratory). Therefore, this study aims to identify the need for interactive learning media in physics education, specifically in the teaching of heat transfer, from the perspective of students and teachers in West Java, Indonesia. Using a quantitative descriptive survey, data were …

Efficacy Of Teaching At The Right Level Approach Combined With The Problem-Based Learning Model On Science Learning Outcomes At Middle School, Heri Syahputra Azhar Panjaitan, Ryan Dwi Puspita

Jurnal Pendidikan Sains

This research seeks to evaluate the efficacy of the Teaching at the Right Level (TaRL) strategy in conjunction with the Problem-Based Learning (PBL) model on the scientific learning outcomes of eighth-grade students at middle school Islam Terpadu Khairul Imam. This research addresses the inadequate scientific problem-solving abilities and science learning outcomes of Indonesian students, necessitating a more interactive and individualized instructional technique. The methodology used is a quasi-experimental design with a nonequivalent control group. The sample included two purposively chosen eighth-grade classes: one experimental class (n=25) underwent the TaRL–PBL intervention, whereas the control class (n=25) simply used the lecture approach. …

Primary Hyperaldosteronism, Joanna Lam

The Kabod

This paper will give an overview of primary hyperaldosteronism, which is a condition characterized by the excess production of aldosterone from the adrenal glands. Since its discovery in 1954 by James Conn, primary hyperaldosteronism has been discovered to have a variety of causes, with the more common ones being either benign tumors or inherited disorders such as congenital adrenal hyperplasia. Affected patients display conditions such as hypertension or hypokalemia, which may lead to symptoms including headaches, blurred vision, or dizziness. This paper will cover the anatomy of the adrenal glands, along with the normal physiology and synthesis of aldosterone. Aldosterone’s …

Crayfishes Of Kansas: List Of Taxa, Synonyms, And References, Mark E. Eberle

Sternberg Museum of Natural History Faculty Publications

There are 14 species of crayfishes (Decapoda: Cambaridae) reported from Kansas, although there are questions about the systematics of some taxa. These species are listed by their current names and the synonyms under which they have been reported since 1885, along with their conservation status. Published references that include each species in Kansas are also noted. In addition, information about species with type localities in Kansas and unresolved taxonomic issues are summarized. The list of species has been updated in 2025 to include two species introduced to Kansas and other new information.

Draft Genome Sequences Of Burkholderia And Paraburkholderia Strains Isolated From Panicum Virgatum Soil And Roots At The Lux Arbor Reserve In Michigan, Usa, H. Kehlet-Delgado, R. H. Petipas, A. A. Antoch, Jeffrey S. Norman, X. Li, R. A. White Iii, S. E. Evans, L. K. Tiemann, M. L. Friesen

Biology Faculty Works

We present draft genomes of two Paraburkholderia strains and two Burkholderia strains. Three strains were isolated from surrounding soils and one from roots of switchgrass (Panicum virgatum) in Michigan, USA.

Development Of Students Worksheet Based On Project-Based Learning To Train Critical Thinking Skills At Vocational High School, Dia Ayu Permatasari, Harun Nasruddin

Jurnal Pendidikan Sains

Critical thinking is a cognitive skill that helps identify problems and generate solutions, leading to logical decisions or considerations for solving those problems. Students' critical thinking skills can be trained through learning activities to further improve students' critical thinking skills with learning tools. Therefore, this research intends to produce a student worksheet based on project-based learning to train students' critical thinking skills on the colligative properties of solutions. The development research uses the 4D development model from Thiagarajan, limited to the development stage. A limited trial was conducted with 30 students of industrial chemical engineering expertise at Vocational High School …

Development Of Digital Comic Learning Media Based On Mobile Learning On Media: Making Media Materials In Plant Tissue Culture, Sufina Intan Pertiwi, Fauziyah Harahap, Aline Gusti Yolanda Harahap, Marsya Amira Indrawati, Aline Jelita Christiani Simanullang, Yanda Febry Gracea Br Tarigan, Maureen Efriyanti Sitinjak

Jurnal Pendidikan Sains

his research was conducted based on student needs analysis, analysis of learner characteristics, and curriculum analysis, namely the lack of visualization and presentation of concepts and the lack of utilization of interactive technology in the learning process on media material and media making in tissue culture for college students. This study intends to develop digital comic media based on mobile learning and making media materials in tissue culture. This research method used research and development (R&D) with the ADDIE model: analyze, design, develop, implement, and evaluate. The subjects of this study were students of the Department of Biology, Universitas Negeri …

Problem-Based Learning Assisted By Augmented Reality On The Respiratory System Topic: A Study Of Students’ Critical Thinking Skills And Learning Motivation, Nyimas Dilviana, Ade Yeti Nuryantini, Sumiyati Sa'adah

Jurnal Pendidikan Sains

This study aims to examine the effectiveness of the Problem-Based Learning (PBL) model assisted by Augmented Reality (AR) technology regarding the respiratory system in improving students’ critical thinking skills and learning motivation. The research method used was a quasi-experimental design with a one-group pretest-posttest model. The subjects were 30 eleventh-grade students from a public high school in Garut City. Research instruments included a critical thinking test and a learning motivation questionnaire. The results showed a significant improvement in students’ critical thinking scores after the implementation of PBL with AR support. Additionally, learning motivation data analyzed from 16 statement items revealed …

Geogenie: A Deep Learning Approach To Predict Geographic Provenance Of Biodiversity Samples From Genomic Snps, Bradley T. Martin, Zachery D. Zbinden, Michael E. Douglas, Marlis R. Douglas, Tyler K. Chafin

Biological Sciences Faculty Publications and Presentations

Motivation

Determining geographic origin of samples is a common objective in wildlife management, forensics, and conservation. Current methods often assume evolutionary models or require extensive reference datasets, which are costly and difficult to develop, that perform poorly with uneven or biased sampling. Supervised deep learning offers a promising alternative by learning complex patterns without prior model specifications. Combined with novel geo-genetic data augmentation and preprocessing techniques, it can reduce reference panel demands and improve performance across diverse sampling schemes, broadening accurate provenance determination to more study systems. Results

We present GeoGenIE, an open-source software package powered by PyTorch for geographic …

A Preliminary, Photography-Based Assessment Of Bee Diversity At The Finca Botánica Organic Farm In The Central Pacific Coast Of Ecuador, Joseph S. Wilson, Tyler M. Wilson, Chris Packer, Orlando Pacheco

Biology Faculty Publications

Understanding wild bee diversity is critical for pollinator conservation, particularly in understudied tropical regions like coastal Ecuador. This preliminary study provides a photography-based assessment of bee diversity at Finca Botánica, an organic and regenerative farm on Ecuador’s central Pacific coast. Over a 10-day survey in December 2024, researchers documented 51 bee species across four families, with Apidae being the most represented. The study highlights a predominance of solitary, ground-nesting bees and a lower-than-expected diversity of Meliponini (stingless bees) and Euglossini (orchid bees) compared to other regions of Ecuador. Many species were found in forest patches, ecological corridors, and cover-cropped maize …

Bat Observation During A Solar Eclipse In Georgia, Dalton C. Brantley, Graham B. Moore, Catherine H. Borer

Georgia Journal of Science

Eclipses are astronomical phenomena that occur infrequently enough, either spatially or temporally, that for most animals, experiencing an eclipse may only happen once in a lifetime. Thus, an eclipse can provide a unique combination of meteorological and environmental conditions, through which animal behavior can be evaluated. In this study we observed and documented bat behavior (order Chiroptera) in northwest Georgia during a partial solar eclipse in 2024. Using passive acoustic monitors at locations recognized as high quality bat habitat, we detected a single hoary bat (Lasiurus cinereus) 5 minutes before the solar eclipse peak. The bat was first …

The Effects Of Plastic Mulch And Irrigation On Hemp Chemistry And Leaf Endophytes, Allison Rietman, Connor Morozumi, Robert C. Pearce, Natalie Christian

Journal of Agricultural Hemp Research

As an emerging crop, cultivation techniques for industrial hemp (Cannabis sativa L.) are still being developed and optimized. For example, irrigation and plastic mulching are some management practices that have been touted for their benefits in improving crop quality. Both techniques ensure ample water availability, which has often been attributed to improving hemp cannabinoid and terpene composition. In this study, we examined how supplemental irrigation implemented in a plastic mulch system influenced the cannabinoid and terpene profiles of one cultivar of CBD hemp, Lifter. We grew industrial hemp in field with plastic mulch and applied regular irrigation to one group …