Digital Commons Network^™

Combining Biology-Based And Mri Data-Driven Modeling To Predict Response To Neoadjuvant Chemotherapy In Patients With Triple-Negative Breast Cancer, Casey E Stowers, Chengyue Wu, Zhan Xu, Sidharth Kumar, Clinton Yam, Jong Bum Son, Jingfei Ma, Jonathan I Tamir, Gaiane M Rauch, Thomas E Yankeelov

Faculty, Staff and Student Publications

Triple-negative breast cancer (TNBC) is an aggressive breast cancer subtype associated with limited targeted treatment options, heterogeneous treatment response, and high risk of early recurrence. Artificial intelligence (AI) has rapidly emerged as a powerful tool to address key clinical challenges in TNBC across diagnosis, treatment response assessment, and prognosis. Diagnostic and staging challenges persist due to variable imaging features in TNBC and limitations in conventional modalities, increasing the risk of delayed detection. Predicting response to neoadjuvant systemic therapy remains difficult, as patient responses are heterogeneous, and existing clinical markers provide limited early predictive value. Prognostication in TNBC is similarly constrained …

A Cytotoxic Peptide-Drug Conjugate For Tumor-Specific Delivery Of Co-Injected Molecules, Norio Miyamura, Chisato M Yamazaki, Yasuaki Anami, Kyoji Tsuchikama, Kazuki N Sugahara

Faculty, Staff and Student Publications

An ideal cancer therapy enhances anti-tumor effects while minimizing side effects. iRGD, a non-cytotoxic peptide that activates a tumor-specific molecular transport machinery, promotes the penetration of co-injected drugs into tumor tissues. Clinical trials have demonstrated its potential as a tumor-specific delivery scaffold and potentiator of anti-cancer agents. In this study, we synthesized an iRGD conjugate containing monomethyl auristatin F (MMAF), a highly toxic antimitotic agent, and characterized its dual function as a tumor-specific cytotoxic agent and co-injected drug delivery scaffold. The iRGD-MMAF conjugate internalized and killed cultured tumor cells in an αv integrin-dependent manner. When injected systemically, iRGD-MMAF homed selectively …

Analysis Of Cytokine Data In A Case-Control Study Of Me/Cfs, Navya Amaratunga

Electronic Theses & Dissertations (2024 - present)

This study investigated the role of cytokines in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS), a debilitating multi-system disease with unknown etiology. Using data from a case-control study (60 cases, 61 controls) previously collected by Dr. Roxana Moslehi’s lab, serum levels of 48 cytokines were analyzed. Statistical analyses, including T-tests, Wilcoxon Rank Sum tests, and logistic regression (unadjusted and adjusted for medication use), were performed to identify differences between cases and controls.

Results revealed a statistically significant difference in mean Fractalkine levels between cases and controls (p=0.031). Borderline significant differences were also observed for IL-6 (p=0.046) and MIP-1α (p=0.046). Unadjusted logistic regression …

Fabrication Of Functional Microparticles For Biological Analysis, Justin George

Electronic Theses & Dissertations (2024 - present)

To better advance our knowledge of cellular behavior, development of an organism, and disease mechanisms understanding cellular heterogeneity in the functional proteome is essential. Bulk measurements across a cell population often fail to capture the variations which exist between individual cells, however single cell proteomic technology has increasingly demonstrated the characterization of cellular heterogeneity. A single cell functional proteomics assay needs to be both high-throughput and multiplexed to effectively identify biomarkers and provide a quantitative correlation to better understand the interrelationships within complex protein networks. Janus particles have the ability to be engineered to have good compatibility and stability in …

The Association Of Hyperhomocysteinemia (Hhcy) With Cancer Risk: An Updated Systematic Review And Meta-Analysis Of Case-Control Studies (2013-2024), Hajar Heidari

Electronic Theses & Dissertations (2024 - present)

Abstract:

Cancer continues to be one of the leading causes of morbidity and mortality globally, influenced by a complex interplay of genetic, environmental, and nutritional factors. Among these, the metabolism of homocysteine (HCY), a sulfur-containing amino acid derived from dietary methionine, has attracted growing attention due to its involvement in one-carbon metabolism and its potential link to cancer. Elevated HCY levels, a condition known as hyperhomocysteinemia (HHCY), have been shown to disrupt crucial cellular processes such as DNA methylation and promote oxidative stress (OS)—both of which contribute to genomic instability and cancer progression. Disruptions in the folate and methionine cycles, …

Diversity, Genomics And Antimicrobial Resistance Of Coagulase-Negative Staphylococcus: A Literature Review, Kathleen Okeefe

Electronic Theses & Dissertations (2024 - present)

Members of the gram-positive bacterial genus Staphylococcus have historically been classified into coagulase-positive Staphylococcus (CoPS) and coagulase-negative Staphylococcus (CoNS). This classification is based on the ability of clotting of plasma by the coagulase enzyme, which converts fibrinogen to fibrin. CoNS species are ubiquitous commensals that frequently colonize the skin and mucosal surfaces. They are also opportunistic pathogens implicated in many human and animal infections. The evolutionary history of CoNS has generally been overlooked because of the historical lack of recognition for their clinical importance and poor taxonomic sampling. They are often perceived as being less or non-pathogenic, especially compared to …

The Effects Of Mindfulness On Chronic Pain In Children And Adolescents: A Systematic Review, Sophie Parks

Electronic Theses & Dissertations (2024 - present)

Mindfulness and mindfulness-based interventions have become increasingly popular in recent years. Typically, mindfulness-based interventions and their effects on mental health and/or adult populations have been explored in the literature. Limited research has been completed looking at mindfulness’ impacts on other facets, including chronic pain symptoms. Additionally, some research has been conducted to analyze mindfulness and its effects on school aged children and their day-to-day functioning with promising results. In this systematic literature review, mindfulness interventions and their effects on children and adolescents who experience chronic pain were explored. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) framework was …

Antibody-Induced Multicellular Behaviors Of Salmonella Typhimurium, Samantha K. Lindberg

Electronic Theses & Dissertations (2024 - present)

Salmonella enterica is a globally distributed bacterial pathogen that is commonly acquired through consumption of contaminated food and water. The enterica subspecies includes over 1500 unique subvariants, or serovars, that are classified by antigen presentation. Due to its global environmental prevalence, broad host range, and increasing pathogenicity, serovar Typhimurium is of particular concern for human and animal health, as well as food safety. Once in the gastrointestinal tract, Salmonella Typhimurium (STm) exploits host immune mechanisms, implements an arsenal of virulence factors, and outcompetes the microbiota to invade the intestinal epithelium. While STm infections are generally self-limiting and relatively mild, emerging …

Resources To Study The Isoforms Of The P53 Family Of Transcription Factors, Dana L. Woodstock

Electronic Theses & Dissertations (2024 - present)

The p53 family of transcription factors regulates diverse gene regulatory networks such as those involved in DNA damage repair, epidermal commitment, and neuronal development. As a result, dysfunction in these pathways lead to numerous human health conditions, including multiple types of cancer and craniofacial developmental disorders. Each family member regulates a distinct gene network leading to varied cellular and organismal phenotypes, but all are capable of regulating programmed cell death, likely due to considerable similarity between protein structure and binding sites in DNA. Analysis of these shared and distinct functions is complicated by each p53 family member gene (TP53, TP63, …

Weaving A Tapestry Of Community Based Child Trafficking Interventions In High-Trafficking Incidence Areas In Ghana, Crispin Mbamba

Electronic Theses & Dissertations (2024 - present)

Background: This dissertation addresses the urgent issue of child trafficking in high-incidence areas of Ghana, where sociocultural, economic, and structural factors sustain and exacerbate this complex social challenge. The rationale for the study is grounded in the need for a holistic understanding of child trafficking beyond traditional justice-based approaches. The research emphasizes the necessity of community-led interventions informed by local cultural norms and protective values that have been largely unexplored in the Ghanaian context. Specifically, this dissertation applies an integrative approach, rooted in the Ubuntu philosophy, to explore community interdependence as a central component of sustainable anti-trafficking interventions.

Methods: …

Characterization Of Adaptive Quorum Sensing In Pseudomonas Aeruginosa, Kayla Simanek

Electronic Theses & Dissertations (2024 - present)

Pseudomonas aeruginosa is an opportunistic pathogen that is highly antibiotic resistant and causes tens of thousands of infections each year. It persists in hospitals by forming biofilms on medical equipment like ventilators and catheters, making it difficult to eradicate. Biofilm formation, among other virulence factors of P. aeruginosa, is regulated through quorum sensing, a mechanism of bacterial communication. Quorum sensing is primarily coordinated through LuxI-R type systems comprised of an autoinducer synthase and receptor, respectively. Canonically, the first system to be expressed is LasI-R, and LasR upregulates the second arm of the quorum sensing network, the RhlI-R system. Research …

The Dynamics Of Mystical Experiences: Interaction Effects And Distinct Contributions Of Meq-30 Factors, Genevieve Falabella

Electronic Theses & Dissertations (2024 - present)

Many participants in clinical trials of psychedelic-assisted therapy (PAT) report mystical experiences. Researchers often use the 30-item Mystical Experience Questionnaire (MEQ-30) to measure mystical experiences. Several studies have validated a four-factor structure of the MEQ-30, but only as a subset of items within broader versions of the scale (e.g., MEQ-43). As such, the factor structure of the standalone MEQ-30 remains unvalidated in English. Additionally, some data suggest that certain factors might be more strongly associated with psychedelic-associated outcomes than others, which could provide insight to enhance the therapeutic potential of PAT. The aim of this study was to examine the …

“The Culture - I Wish It Were Less Intense And More Joyful And Full Of Life”: A Youth Participatory Action Study On Teen Mental Health And Wellness, Marna Wolak

Doctoral Dissertations

Studies indicate that a grave mental health crisis is disproportionately impacting female-identified youth. While school districts have made attempts to address this problem, those most impacted - young people - have frequently found their voices overlooked by adults seeking solutions. Therefore, this Youth Participatory Action Research (YPAR) study, grounded in humanizing and liberatory pedagogy, examines how high school-aged students in an urban school district understand and define their experiences with mental health challenges and suggest strategies and interventions for improved wellness. Two sets of research questions guide this study: 1) Primary questions: What are youth perspectives about how their mental …

Cambio De Código Y Fenómenos Léxicos En Tres Generaciones De Hispanohablantes Dominicanos En Nueva Jersey, Rocio Leguisamon Tolentino

Electronic Theses & Dissertations (2024 - present)

En Estados Unidos, el contacto prolongado entre el español y el inglés ha generado diversas situaciones de bilingüismo. Sin embargo, históricamente, la comunidad mexicana en el suroeste del país y la comunidad puertorriqueña en el noroeste han sido las más representadas y, por tanto, las más estudiadas (Poplack 1980; Silva-Corvalán 1994; Torres Cacoullos y Travis, 2015; Rodríguez-Ordóñez et al., 2023). Recientemente, las investigaciones sobre el bilingüismo en la comunidad dominicana han ido cobrando más relevancia, debido al rápido incremento de dominicanos en los Estados Unidos. Investigaciones anteriores han propuesto que los dominicanos muestran una alta lealtad al español, y a …

On The Application Of The Diaconis-Holmes-Neal Sampler To Unimodal Underlying Probabilities, Christopher J. Lange

Electronic Theses & Dissertations (2024 - present)

Upon the introduction of the Metropolis et. al (1953) [6] algorithm, the question of how many steps in the Markov chain were needed to achieve convergence to stationarity became apparent. Eventually it was found that the convergence was rather slow, i.e. for a process on n states the number of steps needed to achieve convergence to stationarity was found to be on the order of n². [8]

The obvious problem with Metropolis et. al (1953) is that the Markov chain is reversible. [6] In other words, for any state j we can move from j to j + …

Exploring Homeschooling Parents’ Conceptions Of Reading Motivation From A Self-Determination Theoretical Perspective, Harmony Petty

Electronic Theses & Dissertations (2024 - present)

The purpose of this qualitative case study was to explore how homeschooling parents (HPs) conceptualize the role of motivation in early reading development and how these conceptualizations inform how they design and implement their reading instruction. Given the importance of reading motivation for early literacy development, the decline in reading motivation over the early years, the lack of understanding how early literacy instructional practices affect young students’ reading motivation, and the paucity of research regarding home education, the researcher proposed that exploring HPs’ conceptualizations through the use of surveys, interviews, and home observations would allow for the compilation of a …

The Damage Done: How The Disease Model Of Addiction Harms Marginalized People In Canada, Sara Gordon

All Faculty Publications

Over 50,000 Canadians have died of unregulated drug poisoning since 2016. And while the toxic drug crisis is the leading cause of death in British Columbia for people between the ages of 10 and 59, some British Columbians are at a higher risk than others. In 2023, First Nations people—who comprise 3.4% of BC’s population—accounted for 17.8% of its toxic drug deaths. Other marginalized communities are also at heightened risk: racialized people, young people, and people living in poverty or without shelter are all disproportionately impacted. These disparities reflect more than a public health crisis—they largely exist due to legal …

High-Speed Aircraft Stability And Control Metrics, Timothy T. Takahashi, Jack A. Griffin, Ramana Grandhi

Faculty Publications

This review paper identifies key stability and control screening parameters needed to design low-risk, general-purpose high-speed aircraft. These derive from MIL-STD-8785C, MIL-STD-1797, and older AGARD reports, and are suitable for assessing conceptual high-speed vehicles. We demonstrate their applicability using published ground test, computation, and flight test data from the Bell X-2, North American X-15, Martin X-24A, Northrop HL-10, Lockheed Blackbird (YF-12/SR-71), and North American XB-70 as well as the Rockwell Space Shuttle Orbiter. The relative success of the X-15 and Blackbird and the performance limitations of the others indicate the need to scrutinize lateral-directional stability at the preliminary design phase. …

Finite Element Simulation Of Interstitial–Lymphatic Fluid Flow And Nanodrug Transport In A Solid Tumor: An Intratumoral Injection Approach, Gobinda Debnath, Buddakkagari Vasu, Rama Subba Reddy Gorla

Faculty Publications

Objective: This study presents a mathematical model and finite element simulations to investigate interstitial fluid flow and nanodrug transport in a solid tumor, incorporating transvascular exchange, convection–diffusion–reaction dynamics, and intratumoral injection mechanisms. Impact Statement: Optimizing nanodrug distribution remains a critical challenge in cancer therapy. The proposed model advances nanomedicine by enhancing the mechanistic understanding of nanodrug transport in a solid tumor. Introduction: Cancer, a global threat, often manifests as solid tumors driven by uncontrolled cell growth. The heterogeneous microenvironment, lymphatic drainage, nano-bio interactions, and elevated interstitial fluid pressure (IFP) hinder effective nanodrug delivery. Nanoparticle (NP)-based drug delivery systems offer a …

Smoking Habit And Long-Term Colorectal Cancer Incidence By Exome-Wide Mutational And Neoantigen Loads: Evidence Based On The Prospective Cohort Incident-Tumour Biobank Method, Tsuyoshi Hamada, Tomotaka Ugai, Carino Gurjao, Satoko Ugai, Xuehong Zhang, Koichiro Haruki, Yasutoshi Takashima, Naohiko Akimoto, Mai Chan Lau, Kosuke Matsuda, Nobuhiro Nakazawa, Mayu Higashioka, Satoshi Miyahara, Keisuke Kosumi, Yohei Masugi, Li Liu, Yin Cao, Daniel Nevo, Molin Wang, Reiko Nishihara, Sachet A Shukla, Catherine J Wu, Levi A Garraway, Jeffrey A Meyerhardt, Edward L Giovannucci, Jonathan A Nowak, Charles S Fuchs, Andrew T Chan, Mingyang Song, Marios Giannakis, Shuji Ogino

Faculty, Staff and Student Publications

Objective: To test the hypothesis that the association of smoking with long-term colorectal cancer incidence may be stronger for tumours with higher mutational and neoantigen loads.

Methods and analysis: In the Nurses' Health Study (1980-2012) and the Health Professionals Follow-up Study (1986-2012), our novel prospective cohort incident-tumour biobank method (PCIBM) used 3053 incident colorectal carcinoma cases including 752 cases with whole-exome sequencing data. Using the multivariable duplication-method Cox regression model with the inverse probability weighting to adjust for the selection bias due to tissue availability, we assessed a differential association of cigarette smoking with colorectal carcinoma incidence by an exome-wide …

Integrating Multi-Omics Data To Uncover Prostate Tissue Dna Methylation Biomarkers And Target Genes For Prostate Cancer Risk, Shuai Liu, Jingjing Zhu, Dylan Green, Hua Zhong, Quan Long, Chong Wu, Liang Wang, Youping Deng, Lang Wu

Faculty, Staff and Student Publications

Previous studies have indicated that specific CpG sites may be linked to the risk of prostate cancer (PCa) by regulating the expression of PCa target genes. However, most existing studies aim to identify DNA methylation (DNAm) biomarkers through blood tissue genetic instruments, which impedes the identification of relevant biomarkers in prostate tissue. To identify PCa risk-associated CpG sites in prostate tissue, we established genetic prediction models of DNAm levels using data from normal prostate samples in the GTEx (N = 108) and assessed associations between genetically predicted DNAm in prostate and PCa risk by studying 122,188 cases and 604,640 controls. …

Integrative Multi-Omics Approach For Improving Causal Gene Identification, Austin King, Chong Wu

Faculty, Staff and Student Publications

Transcriptome-wide association studies (TWAS) have been widely used to identify thousands of likely causal genes for diseases and complex traits using predicted expression models. However, most existing TWAS methods rely on gene expression alone and overlook other regulatory mechanisms of gene expression, including DNA methylation and splicing, that contribute to the genetic basis of these complex traits and diseases. Here we introduce a multi-omics method that integrates gene expression, DNA methylation, and splicing data to improve the identification of associated genes with our traits of interest. Through simulations and by analyzing genome-wide association study (GWAS) summary statistics for 24 complex …

Peripheral Administration Of Blood From Tau Transgenic Animals Exacerbates Brain Tau-Associated Pathology, Laura Vegas-Gomez, Matias Pizarro, Jesus Garcia-Martin, Maria Angeles Arredondo-Alcala, Bianca Bustamante, Carolina Gonzalez-Silva, Soledad Matus, Rodrigo Diaz-Espinoza, Antonia Gutierrez, Rodrigo Morales, Claudia Duran-Aniotz, Ines Moreno-Gonzalez

Faculty, Staff and Student Publications

The accumulation of amyloid plaques and neurofibrillary tangles are pathological hallmarks of Alzheimer's disease (AD). While amyloid-beta propagation through prion-like mechanisms has been extensively studied in both central and peripheral pathways, the potential spreading of tau aggregates in the periphery remains largely unexplored. Emerging evidence suggests that hyperphosphorylated tau (ptau) aggregates may propagate beyond the central nervous system, as they have been detected in peripheral tissues and biological fluids from humans and mouse models of tauopathies. However, whether peripheral ptau aggregates or other factors associated to its accumulation contribute to brain pathology remains unclear. In this study, we investigate the …

Correspondence To Editorial 2 On "Genomic Biomarkers To Predict Response To Atezolizumab Plus Bevacizumab Immunotherapy In Hepatocellular Carcinoma: Insights From The Imbrave150 Trial", Sun Young Yim, Sung Hwan Lee, Ji Hoon Kim, Sunyoung S Lee, Ahmed O Kaseb, Ju-Seog Lee

Faculty, Staff and Student Publications

No abstract provided.

Dosimetric Evaluations Using Cycle-Consistent Generative Adversarial Network Synthetic Ct For Mr-Guided Adaptive Radiation Therapy, Gabriel L Asher, Shiru Wang, Bassem I Zaki, Gregory A Russo, Gobind S Gill, Charles R Thomas, Temiloluwa O Prioleau, Yuting Li, Rongxiao Zhang, Yue Yan, Brady Hunt

Faculty, Staff and Student Publications

Background: Magnetic resonance (MR) guided radiation therapy combines high-resolution image capabilities of MRI with the precise targeting of radiation therapy. However, MRI does not provide the essential electron density information for accurate dose calculation, which limit the application of MRI. In this presented work, we evaluated the potential for Deep Learning (DL) based synthetic CT (sCT) generation using 3D MRI setup scans acquired during real-time adaptive MRI-guided radiation therapy.

Methods: We trained and evaluated a Cycle-consistent Generative Adversarial Network (Cycle-GAN) using paired MRI and deformably registered CT scan slices (dCT) in the context of real-time adaptive MRI-guided radiation therapy. Synthetic …

A Phase Ib/Ii Trial Of Neoadjuvant Neratinib Added To Standard Therapy In Patients With Her2-Positive Or Hr-Positive/Her2-Negative Inflammatory Breast Cancer (Including Stage Iii And Iv Disease), Bora Lim, Angela Marx, Megumi Kai, Angela Alexander, Roland Bassett, Wencai Ma, Jie Willey, Huiming Sun, Azadeh Nasrazadani, Mohammad M Mohammad, Jianhua Zhang, Anthony Lucci, Susie X Sun, Michael C Stauder, Gary J Whitman, Huong Le-Petross, Vicente Valero, Wendy A Woodward, Rachel M Layman

Faculty, Staff and Student Publications

Background: Inflammatory breast cancer (IBC) is rare but aggressive, characterized by the rapid onset of diffuse skin erythema, edema, tenderness, induration, and fast metastasis. Both hormone receptor positive (HR+) and human epidermal receptor 2 positive (HER2+) are associated with inferior response after neoadjuvant systemic therapy (NAST) compared to non-IBC. Despite multimodal treatment approaches, the 3-year overall survival rate for stage III IBC remains low at approximately 74%, around 10% lower than the 83% for non-IBC.

Objectives: To evaluate whether the addition of neratinib, an irreversible pan-ErbB receptor small molecule tyrosine kinase inhibitor, improves the rate of pathological complete response in …

Real-World Outcomes Of Upfront Autologous Hematopoietic Stem Cell Transplantation In Patients With Newly Diagnosed Multiple Myeloma With Deletion 17p, Curtis Marcoux, Oren Pasvolsky, Denái R Milton, Mark R Tanner, Qaiser Bashir, Samer Srour, Neeraj Saini, Paul Lin, Jeremy Ramdial, Yago Nieto, Guilin Tang, Hans C Lee, Krina K Patel, Partow Kebriaei, Amna Ahmed, Yosra Aljawai, Sheeba K Thomas, Robert Z Orlowski, Elizabeth J Shpall, Richard E Champlin, Muzaffar H Qazilbash

Faculty, Staff and Student Publications

Despite tremendous advancements in multiple myeloma (MM) therapeutics, outcomes remain heterogeneous, heavily influenced by clinical and cytogenetic factors. Among these, deletion of the short arm of chromosome 17 (del(17p)) is a strong predictor of poor prognosis. The aim of this study was to evaluate real-world outcomes in patients with newly diagnosed MM (NDMM) with del(17p) undergoing upfront autologous hematopoietic stem cell transplantation (auto-HCT). We conducted a single-center retrospective analysis of patients with NDMM who underwent upfront auto-HCT at MD Anderson Cancer Center between 2008 and 2018. Primary endpoints were progression-free survival (PFS) and overall survival (OS), with secondary endpoints being …

Does Performance Change Budgets? Punctuated Equilibrium, Performance, And The Budget For Juvenile Justice In An American State, Elaine Yi Lu, Robert Hines, Katherine Willoughby

Publications and Research

How performance informs budgeting and budgets is contentious and unclear. Applying punctuated equilibrium theory, this research seeks to understand if performance information once placed on the media and macropolitical agendas can lead to long term budgetary shifts. This research highlights how the accumulation of performance information punctuated the funding scheme and created a new equilibrium over time.

This research uses mixed methods to study the impact of performance on Florida’s (USA) Department of Juvenile Justice (DJJ) over a 20-year period. First, we conduct a media review of 400 randomly sampled newspaper articles to characterize the media discourse around the DJJ …

Repressed Memories And The Body Keeps The Score: Public Perceptions And Prevalence, Kris-Ann S. Anderson, Quincy C. Miller, Deryn Strange, Kamala London

Publications and Research

The “memory wars” resurgence has renewed debates over the validity of repressed memories. This revival appears linked to factors such as changing statutes of limitations, confusion about repression, and unchallenged social media content. In a nationally representative online survey of American adults (N = 1581), we examined (a) beliefs in repression and the body keeps the score, (b) the prevalence of recovered memory claims, and (c) the impact of question phrasing on recovered memory reporting. An overwhelming 94% of respondents expressed belief in repressed memory, and 77% endorsed the idea that the body keeps the score. Additionally, 3.6% (n = …

A Battle Of The Chatbots: An Exploratory Comparison Of Chatgpt, Gemini, Copilot, Claude, Perplexity And Huggingchat, Karen Okamoto

Publications and Research

This exploratory study compares the output of the free versions of six generative artificial intelligence (AI) chatbots—ChatGPT, Gemini, Copilot, Claude, Perplexity and HuggingChat. Five questions were submitted to all of the chatbots and examined according to the length of the response, tone of the response, and any additional features provided by the chatbots such as citations, web links, and helpful follow-up questions. This comparison found that Perplexity excelled at responding to all of the questions though others provided strong outputs as well, pointing to the possible importance of using multiple chatbot for answers and for continually examining different chatbots given …