Digital Commons Network^™

Killer Whales (Orcinus Orca) In The Indo-Pacific: A Review Of Their Distribution, Population Structure, And Ecology, Paola Lacetera, Paul Tixier, Isabella M. Reeves, Maeva Terrapon, Aaron Barnes, Christophe Guinet, Simon H. Elwen, John Totterdell, Jennah Tucker, Paul Cross, Georgia K. Bisset, John Dickie, John P.Y. Arnould

Research outputs 2022 to 2026

Aim: Killer whales, Orcinus orca, are cosmopolitan top predators showing highly variable ecology and behaviour across populations. In the Indo-Pacific, baseline knowledge in general remains scarce, limiting the assessment of their vulnerability to the accelerated environmental changes, including expanding fisheries this region is undergoing.

Methodology: This review synthesises 170 sources found between 2000–2025 to evaluate the current knowledge on distribution, population structure, and feeding ecology (including depredation) of killer whales in the Indo-Pacific, and to identify priorities for future research and management.

Results: Occurrence was highly variable, from sporadic sightings in most tropical sectors to seasonal and year-round presence at …

Consumer Preferences And Technical Priorities For Salted Chicken Egg Products In West Java, Indonesia: A Quality Function Deployment Approach, Faizal Syahmurman, Roni Kastaman, Devi Maulida Rahmah, Yosini Deliana, Siti Nurhasanah, Efri Mardawati, Boy Macklin Pareira Prawiranegara

The Philippine Agricultural Scientist

Consumer expectations for salted chicken egg products are multidimensional, making it challenging to systematically translate customer requirements into technical product improvement strategies. The purpose of this study was to determine and rank consumer needs for salted chicken egg products in West Java, Indonesia, and to apply a House of Quality-based Quality Function Deployment (QFD) approach to convert these needs into prioritized technical requirements. A total of 120 consumers participated in a structured survey to evaluate 40 customer requirements. The House of Quality planning matrix integrated customer importance, comparative product performance, improvement requirements, and sales-point considerations to determine customer priorities. The …

Effect Of Sprayer Type, Nozzle Selection, And Herbicide Properties On Spray Deposition And Weed Control Efficacy, Mary Joy M. Abit, Analiza Henedina M. Ramirez

The Philippine Agricultural Scientist

Sprayer application efficiency is influenced by sprayer performance, nozzle characteristics, and herbicide properties, which collectively affect spray deposition and weed control. This study evaluated the effects of backpack sprayer type and nozzle configuration on spray output, droplet characteristics, spray coverage, and deposition under Philippine field conditions and compared these characteristics with weed control responses to glyphosate and glufosinate in separate field experiments. Battery-operated (BO) and hand-pumped (HP) backpack sprayers equipped with flat fan and hollow cone nozzles were evaluated. The BO sprayer provided more consistent spray output and maintained discharge rates closer to the target application volume than the HP …

Impacts Of Land Use Change On Streamflow, Sediment Yield, And Nitrate Loading In A Small Philippine Catchment With Lake Subbasins, Francis Victor T. Panoga, Clarissa Ileana L. Ilao, Maurice A. Duka

The Philippine Agricultural Scientist

This study assessed the impacts of land use changes on streamflow, sediment yield, and nitrate loading in the Macopa River Basin and 2 connected lake subbasins, Sampaloc and Bunot, in San Pablo City, Laguna, Philippines. A Soil and Water Assessment Tool (SWAT+) model was developed using topographic, soil, climate, and land use data from 1997 to 2022, incorporating land use layers for 2003, 2010, 2015, and 2020. Calibration for streamflow (2006 to 2007) showed good agreement with data (NSE = 0.73, R² = 0.80), while validation (2017 to 2018) yielded lower accuracy, reflecting limitations in available observed data. Hindcasting results …

Individualized Bayesian Inference Identifies Novel Genetic Variants For Parkinson's Disease, Jin Ren, Yasaman J. Soofi, Md Asad Rahman, Qing Lu, Jinling Liu

Engineering Management and Systems Engineering Faculty Research & Creative Works

Parkinson's disease (PD) is a complex neurodegenerative disorder with a significant genetic component. While genome-wide association studies (GWAS) have been instrumental in identifying genetic variants associated with PD, the reliance on large sample sizes and population-level analyses may overlook variants with lower minor allele frequencies or individual-specific relevance. Individualized Bayesian Inference (IBI) offers a promising method to complement GWAS by identifying and prioritizing candidate genetic markers at both the individual and patients-like-me subgroup levels. This study evaluates the application of IBI to PD genetics, using GWAS as a baseline for comparison. We analyzed genetic data from the Fox Insight online …

Machine Learning-Enabled Chemical Ecology For Integrated Pest Management: From Volatiles To Field Applications, Steve B.S. Baleba, Victor O. Omondi, Pascal Aigbedion-Atalor, Emmanuel Peter, Souleymane Diallo, Komi Mensah Agboka

All Peer-Reviewed Publications

Machine learning is transforming chemical ecology by accelerating the discovery and deployment of semiochemical-based tools for precision pest management. These advances are particularly important in the face of climate change, pesticide resistance, and the growing need for sustainable agricultural intensification. This review synthesizes how machine learning can be applied across the semiochemical discovery and implementation pipeline, from chemical signal detection to field deployment and decision support for integrated pest management. We review major machine learning approaches and demonstrate how they extract biologically relevant information from high-dimensional chemical, electrophysiological, behavioral, sensor, and field datasets. These methods accelerate semiochemical discovery, prioritize candidate …

The Cranial Nerves And Electrical Stimulation, Devin K. P. Adair

Dissertations, Theses, and Capstone Projects

Cranial nerves provide afferent pathways that enable bottom-up modulation of central autonomic and cognitive neural pathways. Because these pathways project to brainstem nuclei such as the nucleus tractus solitarius and engage neuromodulatory systems, including the locus coeruleus, electrical stimulation offers a mechanistically grounded approach to influencing brain function. This thesis tested whether active transcutaneous auricular vagus nerve stimulation (taVNS) produces physiological responses indicative of parasympathetic engagement, defined as decreases in heart rate, increases in heart rate variability, and decreases in respiration relative to a dose-matched earlobe control condition. Using cardiac and respiratory measures as physiological markers, taVNS at the tragus …

Coming Soon To A Cellar Near You: Novel Range Expansion Of A Short-Bodied Cellar Spider, Physocyclus Enaulus (Araneae: Pholcidae), In A Building In Central Illinois, Usa, Ricky Gieser, Mark Davis

The Great Lakes Entomologist

A reproductive population of Physocyclus enaulus Crosby, 1926 (Pholcidae: Araneae), a short-bodied cellar spider native to the American southwest and Mexico, is documented for the first time in a single building in Illinois, far outside of their known native range. The means of introduction is unknown but is likely influenced by either accidental hitchhiking spiders or a deliberate introduction to control brown recluse populations. Cellar spiders were purchased and released in the same building to predate on brown recluse spiders, but the first P. enaulus individual was found a year prior to the release. These cellar spiders have a wide-ranging …

Volume 9 (2026) Climate And Responsibility

International Journal on Responsibility

This issue focuses on the various ways responsibility affects environmental justice. Specifically, this volume urges us to think about how societal and individual (in)action influences ecological crises and what informs this behavior, with a specific focus on religious and Indigenous beliefs and values.

A Causal Association Between Alkaline Phosphatase And Natural-Cause Mortality: A Mendelian Randomization Study In East Asians And Europeans., Hung-Lin Chen, Ping-Hsun Wu, Yi-Ting Lin, Amrita Chattopadhyay, Hsiu-Yin Chiang, Yu-Ting Lin, Ya-Chi Lin, Che-Chen Lin, Min-Yu Chiang, Hung-Chieh Yeh, I-Wen Ting, Yu-Cyuan Hong, David Ray Chang, Jenq-Wen Huang, Yu-Ting Lin, Wei-Chi Syu, Tzu-Pin Lu, Yi-Chun Tsai, Fuu-Jen Tsai, Chin-Chi Kuo

BioMedicine

Background: Although observational studies show a positive association between alkaline phosphatase (ALP) levels and mortality, a causal study is not yet available.

Objective: We conducted a retrospective cohort study and a systematic one-sample Mendelian randomization (MR) study to investigate the causality of ALP on natural-cause mortality.

Methods: The study used a hospital-based cohort of Asian patients recruited from the China Medical University Hospital (CMUH) and a community-based cohort of white European participants from the UK Biobank (UKB). Two retrospective cohorts included 43,994 patients from CMUH and 80,941 participants from UKB, all aged 50–55 years, with ALP measurements. For the MR …

Development Of Ultrafast Protein Digestion And Standards Free Quantitation Methods For Mass Spectrometric Analysis, Praneeth Ivan Joel Fnu

Dissertations

A wide variety of biologically important molecules, such as enzymes, antibodies, hormones, transporters and receptors are proteins by composition and they play key roles in biological functions such as cellular regulation, communication, metabolism and physiological function. Protein dysfunctions and abnormalities are associated with numerous diseases, making proteins critical targets for understanding disease mechanisms and developing therapeutic interventions. Protein-based therapeutics such as monoclonal antibodies, hormones and vaccines gained popularity due to their high specificity, efficacy, and ability to treat complex diseases that are often difficult to address with small-molecule drugs.

Given the important role of proteins in a variety of biological …

Infrared Detectability Of Whale Species And Behaviors To Enhance Automatic Detection For Real-Time Vessel Strike Avoidance, Laura J. Howes

Graduate Masters Theses

Real-time detection of large whales at sea is critical for mitigating serious injury and mortality from ship strikes and other human activities such as seismic surveys, especially for endangered species such as the critically endangered North Atlantic Right Whale (Eubalaena glacialis). Traditional marine mammal observers are limited by environmental conditions and human factors, necessitating a robust, 24-hour solution. This study investigates the efficacy of a novel onboard detection tool infrared (IR) technology to detect whale blows and body parts. While IR is a promising advancement, its performance under varying sea conditions (e.g., fog, humidity) and its ability to …

Modeling Kinetics Of 5-Aminolevulinic Acid-Induced Protoporphyrin Ix Accumulation For Optimal Photodynamic Therapy, Priscilla Melebor

Graduate Masters Theses

Photodynamic therapy (PDT) is a minimally invasive treatment that uses light-activated photosensitizers to selectively destroy diseased tissue through the generation of reactive oxygen species. However, conventional in vitro models often fail to accurately reproduce the pharmacokinetics of photosensitizer accumulation and clearance observed in vivo. This study investigated protoporphyrin IX (PpIX) accumulation following 5-aminolevulinic acid (ALA) exposure under physiologically relevant conditions using two-dimensional (2D) monolayers and three-dimensional (3D) spheroids. By comparing continuous ALA exposure with transient exposure followed by ALA washout, this work provides a more biologically relevant framework for studying PpIX kinetics and optimizing photodynamic therapy.

Crosstalk Between Upr And Mitochondria: The Triad Of Er-Mitochondria Contacts, Ca²⁺, And Ros, Ester Zito, György Hajnóczky

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

Endoplasmic reticulum (ER) stress is triggered by several cellular perturbations causing protein misfolding, and activates the unfolded protein response (UPR), an initially adaptive signaling network that aims to restore ER and cellular homeostasis. Growing evidence indicates that UPR signaling extends beyond ER proteostasis, influencing mitochondrial function and bioenergetics through ER-mitochondria contact sites (ERMCs). The CHOP-ERO1A-IP3R axis has a primary role in recruiting mitochondria to adaptive UPR. However, its sustained activation renders UPR signaling maladaptive, leading to mitochondrial dysfunction through both outer mitochondrial membrane permeabilization (OMMP) and mitochondrial permeability transition pore (mPTP) opening, ultimately contributing to irreversible cell injury and disease …

Analysis Of Pharmacotherapy And Non-Pharmacotherapy Burden From The Ina-Cbgs Package For Cesarean Section Surgery At The Regional General Hospital Dr. Soedarso In 2023, Ananda Rizky Awwaliyah, Nurmainah Nurmainah, Ridha Ulfah

Pharmacology and Clinical Pharmacy Research

The prevalence of cesarean sections has been increasing each year. Previous studies show that the cost of medications and medical supplies for cesarean patients accounts for one-third of the total care costs. In the era of National Health Insurance (NHI), medications and medical supplies are considered operational expenses for hospitals rather than sources of income. This condition requires proper medication management and the use of medical supplies. This study aims to analyze the percentage of pharmacotherapy and non-pharmacotherapy, including the types and quantities of medications as well as disposable medical supplies used on patients undergoing cesarean section procedures at the …

Innovating A Crustacean Embryo Toxicity (Cet) Assay For Screening Environmental Contaminants, Irina A. Polunina-Proulx

Graduate Doctoral Dissertations

Environmental pollutants can disrupt normal developmental processes, leading to neurobehavioral and developmental abnormalities. Toxicity tests are important for evaluating environmental contaminants; however, standard assays are often time- and cost-intensive and typically require large numbers of vertebrate animals. These limitations highlight the need to reduce reliance on vertebrate testing and to develop New Approach Methodologies that provide comparable results while improving efficiency and cost-effectiveness. This research utilizes a novel screening assay to evaluate developmental toxicity using Hyalella azteca. H. azteca is a freshwater amphipod widely used as a model organism for sediment toxicity in ecotoxicology, yet its embryos have been minimally …

Environmental Perspective For System Dynamics Modeling Of Stunting Mitigation To Achieve The Sustainable Development Goals In West Sumatra, Indonesia, Elsa Yuniarti, Nabila Azzahra, Yulhendri Yulhendri, Heldi Heldi, Mery Delvina, Saskia Putri Azeli

Kesmas

This study developed a system dynamics model to simulate stunting reduction in West Sumatra Province, Indonesia, by integrating infant and toddler health, maternal health, and environmental determinants. Secondary data from 2020–2024 on low birth weight, immunization, malnutrition, exclusive breastfeeding, maternal chronic energy deficiency, iron and folic acid supplement distribution, sanitation, and safe drinking water access were compiled from West Sumatra Provincial Health Office and Statistics Indonesia, and validated through consultation with five stakeholder institutions. Causal Loop Diagrams mapped feedback relationships among determinants and were translated into Stock Flow Diagrams using Powersim Studio 10. The model was validated through structural verification, …

Utah Vegetable Production Guide (5th Edition), Nick Volesky, Marion Murray, Amelia Olds, Bridger Carey

All Current Publications

This guide, written by a collection of Utah State University (USU) Extension faculty and specialists, provides information on general Utah vegetable production, soil, nutrient, and water management, integrated pest management practices, and pesticides. The included chapters cover various vegetable crops, including brassicas, cucurbits, leafy greens, potatoes, legumes, onions, root crops, sweet corn, and solanaceous crops.

Nasa’S Ecostress Satellite Reveals Widespread Midday Depression In Ecosystem Evapotranspiration, Jingyi Bu, Jingfeng Xiao, Joshua B. Fisher, Yiqi Luo

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

Plants often exhibit a midday depression in water use (i.e., transpiration), reflecting a constraint on their ability to sustain maximum water transport, which may occur at the cost of reduced photosynthesis. Eddy covariance observations and geostationary satellites cannot quantify this widespread phenomenon globally while resolving fine-scale spatial variability. Using evapotranspiration measurements from the ECOsystem Spaceborne Thermal Radiometer Experiment on Space Station (ECOSTRESS) and machine learning, we quantify the global distribution of midday depression in evapotranspiration. Midday depression primarily occurs during peak-growing seasons in temperate zones and dry periods in the tropics, with a morning shift of the peak evapotranspiration time …

The Role Of Seed Mix Characteristics And Soil Amendments During Post-Agricultural Prairie Restoration, Valerie N. Thurston, Michaela J. Woods, Madelaine Gregory, Mary C. Lloyd, Ryan W. Mcewan

Biology Faculty Publications

Introduction: Prairie restoration on degraded lands may be influenced by seed mix characteristics, including species richness and legume establishment. Soil amendments may facilitate restoration; however, the practical usefulness of techniques such as applications of whole soil and leaf mulch remains relatively unclear.

Objectives: We assessed whether increasing species richness and legume content in seed mixes enhances prairie restoration success and examined how soil amendments interact with seed mix composition to influence cover, species richness, diversity, and legume establishment.

Methods: We conducted a field experiment on a 12-ha post-agricultural site in Ohio, U.S.A. Twenty 50 × 50 m plots received one …

Hydrogels For Local Drug Delivery In Biofilm-Associated Periprosthetic Joint Infection: Current Progress And Future Directions, Karolina Kraus, Pawel Mikziński, Bindu Subhadra, Emil Paluch

Faculty Publications - Biological Sciences

Periprosthetic joint infection (PJI) remains one of the most serious complications of arthroplasty, largely due to the formation of microbial biofilms on implant surfaces. Biofilm-associated infections exhibit increased tolerance to antimicrobial therapy and host immune responses, making eradication difficult and often requiring repeated surgical interventions. Consequently, there is a growing need for effective local therapeutic strategies capable of delivering high concentrations of antimicrobial agents directly to the site of infection while minimizing systemic toxicity. Hydrogels have emerged as promising drug delivery platforms for the management of biofilm-associated PJI. Their biocompatibility, injectability, high water content, and tunable physicochemical properties enable controlled …

Sporicidal Activity Mechanism Of Lactic Acid And Peracetic Acid On Bovine Pathogenic Bacillus Cereus Spores, Xin Zhang, Yunjiao Chen, Jingjing Zhao, Haiying Zheng, Lanlan Liu, Wei Liu, Mingshan Fu, Weijuan Jia, Zelin Jia, Jiayu Cui, Yuhang Zhang, Huisheng Xiong, Yujie Ma, Xueli Wang, Haifeng Wang

The Thai Journal of Veterinary Medicine

In recent years, the pathogenicity of Bacillus cereus (B. cereus) has increased significantly, its host adaptability has continued to expand, and the infection spectrum has also expanded. At the same time, food contamination by B. cereus is also common. Therefore, it is of practical significance to select green, safe and effective inhibitors. Lactic acid (LA) and peroxyacetic acid (PAA) possess good antibacterial properties, making them environmentally friendly, safe, and non-toxic. The purpose of this experiment was to preliminarily explore the inhibition mechanism of LA and PAA on B. cereus spores. The effects of LA and PAA on B. …

Pathways For Coordinating High-Quality Exploitation Of Marine Resources And High-Level Protection Of Marine Ecosystems, Jianping Yin, Peimin Duan, Si Zhang

Bulletin of Chinese Academy of Sciences (Chinese Version)

The ocean serves as a vital strategic space and a reservoir of resources essential for human survival and development, offering robust support for socioeconomic progress. Simultaneously, as a critical component of the Earth’s ecological environment, the ocean plays a pivotal role in regulating climate change, conserving biodiversity, and maintaining ecological balance. In recent years, China has continuously intensified the exploitation and utilization of marine resources, with the growth of the marine economy injecting blue momentum into the nation’s development. Nevertheless, the long-term, high-intensity exploitation of offshore resources, coupled with the ongoing advancement into deep-sea resource development, has led to frequent …

Policy System Of Us Bioeconomy Based On “3ms” Framework, Jingyan Zhou, Nianping Tian, Xuehui Jin, Cuijuan Yin

Bulletin of Chinese Academy of Sciences (Chinese Version)

The United States is a dominant power in the global bioeconomy. An in-depth analysis of its policy system characteristics holds significant reference value for China to further formulate China’s bioeconomy strategy and drive the development of China’s bioeconomy. This study employs the “3Ms” policy analysis framework to conduct a comprehensive analysis of the US bioeconomy policy from three dimensions: macro strategy, meso architecture, and micro structure. The research reveals that the US bioeconomy policy demonstrates the following characteristics in the macro strategy: being systematic, comprehensive, and scientifically decision-making; in the meso architecture: forming government-congressional cooperation and multi-party collaboration; and in …

Cells And Networks In Flux: Rethinking Ontogenesis And Pathogenesis, Mark L. Tykocinski

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

Organ and tissue functions emerge from the coordinated activity of cell networks. Therapeutics that act on pathogenic cell networks, modulating their cellular interplay, follow naturally. Over several decades, our laboratory has developed a series of approaches for rewiring cell networks, culminating in a class of cell surface-directed signal converter proteins (SCPs) that do so by modulating juxtacrine and autocrine signaling in and among their nodal cells. A first such SCP has now produced encouraging clinical data for cancer immunotherapy. Yet, these early network-directed fusion proteins rest on a deliberately simplified picture: discrete end-cell types plugged into graphically tractable networks. That …

Developing Field And Spaceflight Microscopy, Nikki Johnston

Dissertations and Theses

Designing for spaceflight favors the reduction of unnecessary features and cost-cutting, whether thisbe computation, hardware, or procedure. Resources are spent toward fortification and mission success over convenience. Such design goals paired with the relatively smaller budgets of academia lead us to do as much as we can in-house and use open-source as much as we can without compromising mission success. We also believe that thoroughly testing technology in extreme environments on earth is necessary for the success of a flight instrument. We focus on microscopy for life detection. I have spent my time here learning methods of hand-building microscopes to …

The Invisible Crop: Harnessing Root System Architecture In Heirloom Collards For Climate-Resilient Urban Agriculture, Vincent Antonio Brazelton

Arts & Sciences Graduate Student Theses and Dissertations

Growing food in urban spaces often means working within variable, resource-limited environments, creating a need for crops that can withstand heterogeneous growing conditions. Heirloom collards (Brassica oleracea var. viridis) are known for their aboveground diversity and cultural importance, but much less is known about the variation that exists belowground. This dissertation examines root system architecture (RSA) diversity across 19 historically underutilized heirloom collard accessions using a multi-scale phenotyping approach that includes controlled gel-based imaging of seedlings and 2D imaging of mature field-grown root systems. Across both seedling and mature stages, heirloom collards showed substantial variation in RSA. These differences revealed …

Profiling Arbutin As A Potent Cholinesterase And Gsk-3Β Inhibitor And Evaluating Its Cytotoxicity In Sh-Sy5y Cells For Alzheimer’S Disease Therapy, Shirin Tarbiat, Tuğba Bal, Deni̇z Gülmez

Turkish Journal of Biology

Background/aim: Alzheimer’s disease (AD) is a neurodegenerative disorder linked to cognitive decline and memory loss, marked by hyperphosphorylated tau tangles and decreased acetylcholine levels, which are affected by acetylcholinesterase (AChE) and butyrylcholinesterase (BuChE) activity. Glycogen synthase kinase-3 beta (GSK-3β) also plays a role in AD through abnormal activation. In this study, the potential of β-arbutin to inhibit cholinesterases and GSK-3β was investigated, utilizing in vitro assays, cytotoxicity analysis, and molecular docking simulations to explore its therapeutic implications.

Materials and methods: Ellman’s technique was used to test the inhibitory effects of arbutin on cholinesterase enzymes. An ATP-Glo luminescent assay kit was …

Probiotic Intervention In Colorectal Cancer: The Cytotoxic And Apoptotic Potential Of Lactobacillus Cell-Free Supernatants, Bahar Yilmaz, Berna Erdal

Turkish Journal of Biology

Background/aim: Failures in the treatment of colorectal cancer (CRC) have increased scientific interest in the potential of the bioactive compounds contained in cell-free supernatants (CFSs) obtained from probiotic bacteria for cancer treatment. The aim in this study was to investigate the effects of CFSs obtained from Lactobacillus delbrueckii subsp. bulgaricus (L. bulgaricus) and Lactobacillus paracasei subsp. paracasei (L. paracasei) on colorectal cancer cell lines (HT-29 and Caco-2) and a healthy colon epithelial cell line (CCD841 CoN).

Materials and methods: Cytotoxic effects on the cell lines were determined by MTT assay. In line with the IC50 values obtained, morphological changes were …

Discovery And Functional Characterization Of Novel Programmed Death-Ligand 1 Monoclonal Antibodies, Nurşah Ersezen, Mai̇de Şeker, Arzu Aysan, Durmuş Akdoğan, Mehmet Ender Avci, Asli Kurden Pekmezci̇, Si̇bel Kalyoncu Uzunlar, Mehmet İnan, Tamer Yağci

Turkish Journal of Biology

Background/aim: Targeted therapies with monoclonal antibodies provide cancer patients with better prognosis and diseasefree survival. The blockade of immune checkpoints, including programmed cell death protein-1 (PD-1) and its ligand PD-L1, with monoclonal antibodies may boost immune responses against tumors and is regarded as an effective strategy in cancer immunotherapy. We describe the generation of anti-PD-L1 monoclonal antibodies with high affinity and specificity, and we assess their potential for therapeutic use in cancer.

Materials and methods: Hybridomas were selected for PD-L1 specificity and cross-reactivity with other immune checkpoint proteins and PD-L1 orthologs using indirect ELISA. Immunofluorescence and Western blotting assays were …