Biology Commons^™

A Review Of Deep Learning Architectures For Plant Disease Detection​, Yasi̇n Kaya, Ercan Gürsoy

Turkish Journal of Biology

Background/aim: The rapid advancement of deep learning (DL) has revolutionized plant disease detection by enabling highly accurate, image-based diagnostic solutions. This review provides a comprehensive synthesis of DL-based methodologies for plant disease detection, systematically structured around the key stages of the modeling pipeline, encompassing data acquisition, preprocessing, augmentation, classification, detection, segmentation, and deployment.

Materials and methods: The review focuses on evaluating convolutional neural network (CNN) architectures such as VGG, ResNet, EfficientNet, and DenseNet across diverse experimental contexts. Classification strategies are categorized according to their integration of visualization techniques (e.g., saliency maps, Grad-CAM) to enhance model interpretability, emphasizing the pivotal role …

Green Carbon Dots In The Era Of Ai: Sustainable Synthesis, Intelligent Drug Delivery, Advanced Diagnostics, And Bioimaging, Emi̇ne Sezer, Fulden Ulucan Karnak, Si̇nan Akgöl

Turkish Journal of Biology

Background/aim: Green carbon dots (GCDs) are a rapidly developing class of nanomaterials that are revolutionizing various scientific disciplines due to their unique optical properties, low toxicity, and sustainable synthesis. This review offers a comprehensive roadmap for the field, emphasizing the synergy between GCDs and artificial intelligence (AI).

Materials and methods: We begin by detailing the sustainable synthesis of GCDs, highlighting green chemistry principles and the transformative role of AI in optimizing their production. Subsequently, we explore the critical characterization of GCDs, including their structural, optical, and biocompatibility assessment. The core of this study explores the diverse biomedical applications of GCDs, …

Applications Of Transfer Learning In Sunflower Disease Detection: Advances, Challenges, And Future Directions, Yonis Gulzar

Turkish Journal of Biology

Background/aim: Sunflower (Helianthus annuus) is a crop of high economic and nutritional importance that continues to suffer significant yield losses due to foliar diseases. Traditional image-based and laboratory detection techniques remain limited by subjectivity, cost, and scalability. Transfer learning (TL) has recently emerged as an effective approach to overcoming these challenges involving the reuse of pretrained deep models for plant pathology tasks. Presented here is a systematic examination of recent TL-based studies on sunflower disease classification to identify prevailing trends, research gaps, and future opportunities.

Materials and methods: A structured Scopus query was employed to retrieve peer-reviewed articles published between …

Principles Of Environmentally Sustainable Agriculture For Building Resilient And Resource-Efficient Food Systems, Ramazan Çakmakçi, Songül Çakmakçi, Muhammet Fati̇h Çakmakçi

Turkish Journal of Biology

As the demand for greater quantities of higher-quality food grows with population expansion, climate change, urbanization, and unsustainable agricultural practices accelerate the loss of arable land, ultimately threatening agricultural sustainability. Population growth necessitates a transition to nutritious, safe, and healthy food production systems that ensure higher yields, less reduced waste, improved social outcomes, and the integration of economic, social, and environmental sustainability principles. Urgent global challenges such as resource depletion, biodiversity loss, and climate change necessitate the protection of ecosystems and the sustainable use of natural resources. Agricultural systems must enhance food production and supply productivity, strengthen system resilience, and …

Artificial Intelligence In Medical And Biological Research: Promise And Perils Of Chatgpt And Deepseek In Advancing Healthcare, Mahmut Enes Kayaalp, Onur Gülteki̇n, Serhat Akçaalan, Hami̇t Çağlayan Kahraman, Hüseyi̇n Nevzat Topçu, Gülşah Kavrul Kayaalp

Turkish Journal of Biology

Background/aim: Artificial intelligence (AI), particularly large language models (LLMs) such as ChatGPT and DeepSeek, is being increasingly applied in clinical care, research, and education. The aim of this review is to examine how these tools may transform the conduct of medical and biological research and to define their limitations.

Materials and methods: A narrative synthesis of the literature was performed, encompassing studies published between 2020 and 2025. Peer-reviewed journals, systematic reviews, and high-impact original research articles were included to ensure an evidence-based overview. The principle applications, validation metrics, and clinical implications across orthopedics, oncology, cardiology, internal medicine, and the biological …

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 …

Flavonoids And Phenolic Compounds: A Promising Avenue For Neurodegenerative Disease Therapy, Tesli̇me Özge Şahi̇n, Özge Cemali̇, Merve Özdemi̇r, Şeri̇fe Ayten, Duygu Ağagündüz

Turkish Journal of Biology

Background/aim: Neurodegenerative diseases such as Alzheimer’s, Parkinson’s, Huntington’s, and ALS are characterized by a progressive loss of nerve cells, for which no definitive cure currently exists. These conditions share common pathological mechanisms, including chronic neuroinflammation, oxidative stress, protein aggregation, and mitochondrial dysfunction. Flavonoids and other plant-derived phenolic compounds have recently attracted attention for the treatment of such conditions due to their antiinflammatory and antioxidant properties. This review explores the neuroprotective mechanisms of flavonoids and evaluates their potential for the prevention and treatment of neurodegenerative diseases.

Materials and methods: A literature search of the Web of Science, PubMed, and ScienceDirect databases …

Hsa_Circ_0001776 Regulates The Progression Of Acute Myeloid Leukemia Through The Mir-1269b/Pten Axis, Yaoyao Wang, Xiancong Yang, Simin Rong, Xiaoxu Lan, Chenhui Ti, Weimiao Sun, Baohui Yin, Youjie Li, Yunxiao Sun

Turkish Journal of Biology

Background/aim: Acute myeloid leukemia (AML) is a malignant neoplasm arising from bone marrow hematopoietic stem cells. It is a common subtype of childhood leukemia and remains challenging to cure. Emerging evidence suggests that circular RNAs (circRNAs), a class of noncoding RNAs, play key regulatory roles in tumor biology. Among their various functions, circRNAs often act as ‘sponges’ for microRNAs (miRNAs), modulating gene expression posttranscriptionally. This study investigates the functional role and clinical relevance of hsa_circ_0001776 in AML.

Materials and methods: Three AML cell lines and 22 peripheral blood samples were analyzed. Differential expression analysis of circRNAs in a GSE dataset …

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 …

Evaluating Sh-Sy5y Cells As A Dopaminergic Neuronal Model: Morphological, Transcriptomic, And Proteomic Insights, Eylül Ece İşlek Camadan, Mehmet Sarihan, Murat Kasap, Gürler Akpinar, Eli̇fcan Koçyi̇ği̇t

Turkish Journal of Biology

Background/aim: The SH-SY5Y neuroblastoma cell line is a popular in vitro model for neurodegenerative disease research, especially Parkinson’s disease (PD) research, but its use is complicated by limitations like the persistence of neuroblastoma-like features, unstable differentiation, mitochondrial dysfunction, and cellular stress. To address these limitations, this study tested a blended, nine-day differentiation protocol that sequentially applied all-trans retinoic acid (RA), brain-derived neurotrophic factor (BDNF), and dibutyryl cyclic adenosine monophosphate (dbcAMP). By evaluating key neuronal, dopaminergic, and PD-related markers, the research aims to determine if these differentiated SH-SY5Y cells are a suitable model for studying PD.

Materials and methods: A blended …

Tumor-Specific Cytotoxicity Of Pyrazole-Based Chalcone Derivatives In Human Oral Squamous Cell Carcinoma Cell Lines, Mehtap Tuğrak Sakarya, Hali̇se İnci̇ Gül, Hiroshi Sakagami, Junko Nagai, Yoshihiro Uesawa, Kenjiro Bandow

Turkish Journal of Biology

Background/aim: Pyrazole-based chalcone hybrids are notable in medicinal chemistry for their potential biological activity, although their tumor-specific cytotoxicity and mechanisms remain unknown in OSCC cells. This first study of pyrazole-chalcone hybrids in OSCC cells explores the tumor-selective cytotoxic effects and underlying cell death mechanisms triggered by a series of 10 newly synthesized pyrazole-based compounds (MS1MS10) in OSCC cell lines. Material and methods: The cytotoxic effects of the compounds were assessed using the MTT assay on four human OSCC cell lines and three types of normal human oral cells. The tumor-selectivity index (TS) and potency-selectivity expression (PSE) were calculated, and active …

The Effects Of The Combined Use Of Carbon Quantum Dots And Antibacterial Agents On Pathogenic Bacteria, Derya Doğanay, İbrahi̇m Serkan Avşar, Şevval Maral Özcan Aykol, Gamze Çamlik, Besa Bi̇lakaya, İsmai̇l Tuncer Deği̇m

Turkish Journal of Biology

Background/aim: This study evaluates the challenges associated with overcoming antimicrobial resistance and innovative approaches to combat multidrug-resistant (MDR) bacterial infections.

Materials and methods: Novel codoped carbon quantum dots (CCQDs) were synthesized using citric acid as the carbon source and L-cysteine as the nitrogen codoping atom. The formulation in which citric acid was retained was designated as CCQDs-1, whereas the purified version, from which citric acid was removed, was termed CCQDs-2. The antibacterial properties of CCQDs-1 and CCQDs-2 were compared using the agar well diffusion method. This study comprehensively characterizes these nanomaterials and evaluates their antibacterial potential, both alone and in …

Dissecting The Intrinsic And Extrinsic Regulators Of Prostate Cancer Dormancy In The Bone Microenvironment, Mostafa M. Nasr

USF Tampa Graduate Theses and Dissertations

Metastatic disease is the primary driver of cancer-related mortality. In prostate cancer (PCa), patient survival decreases dramatically once the disease spreads to distant organs, with over 80% of metastases occurring in the bone. This dissemination is often followed by a clinically silent period of tumor dormancy that can last for years, creating a critical reservoir of cells poised for lethal relapse. A significant barrier to understanding and targeting this dormant phase has been the lack of robust experimental models. This thesis first addresses this challenge by establishing a novel stress-induced model of PCa dormancy, validated across multiple murine and human …

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 …