Life Sciences Commons^™

Western Ranch Management Institute, David Secrist

Funded Research Records

No abstract provided.

Multimodal Reprogramming Of The Tumor Microenvironment By Mmr And Dual Checkpoint Blockade In Hepatocellular Carcinoma Models, Mulu Z. Tesfay, Aleksandra Cios, Khandoker Usran Ferdous, Randal S. Shelton, Bahaa Mustafa, Camila C. Simoes, Murat Gokden, Isabelle R. Miousse, Kimberly J. Krager, Marjan Boerma, Alicja Urbaniak, Anuradha Kunthur, Sri Obulareddy, Joshua M. Eichhorn, Steven R. Post, Jean Christopher Chamcheu, Omeed Moaven, Chiswili Y. Chabu, Dan G. Duda, Matteo Conti, Bruno Nardo, Rang Govindarajan, Martin E. Fernandez-Zapico, Lewis R. Roberts, Mitesh J. Borad, Martin J. Cannon, Alexei G. Basnakian, Bolni M. Nagalo

School of Graduate Studies Faculty Publications

Hepatocellular carcinoma (HCC) is a leading cause of cancer-related death worldwide, thus, there is an urgent need to develop more effective therapeutic options for this dismal condition. Tumor-infiltrating lymphocytes (TILs) are associated with improved response to immune checkpoint blockade in HCC, but their low abundance in most cases limits their therapeutic efficacy. Here, we demonstrate, in mice, that low-dose intratumoral immunovirotherapy with the trivalent measles, mumps, and rubella vaccine (MMR) induces superior tumor-growth delay and extended host survival compared to individually administered vaccines for measles, mumps, or rubella viruses. Further, our results show that MMR therapy synergizes with PD-1 and …

A Neuroimmune Cerebral Assembloid Model To Study The Pathophysiology Of Familial Alzheimer's Disease, Andrea Becerra-Calixto, Anik Banerjee, Huihui Fan, Chunfeng Tan, Eunyoung Lee, Louise D Mccullough, Juneyoung Lee

Faculty, Staff and Student Publications

Alzheimer's disease (AD) is the leading cause of dementia globally. The accumulation of amyloid and tau proteins, neuronal cell death and neuroinflammation are seen with AD progression, resulting in memory and cognitive impairment. Microglia are crucial for AD progression as they engage with neural cells and protein aggregates to regulate amyloid pathology and neuroinflammation. Recent studies indicate that microglia contribute to the propagation of amyloid beta (Aβ) via their immunomodulatory functions including Aβ phagocytosis and inflammatory cytokine production. Three-dimensional cell culture techniques provide the opportunity to study pathophysiological changes in AD in human-derived samples that are difficult to recapitulate in …

Chitosan Nanofibrous Dressing Increased Angiogenesis And Anti-Inflammatory Response In An Acute Wound Model In Rats: A Comparative Study, Yury Salkovskiy, Mahboubeh Ghanbari, Carlos P Jara, Sara Cartwright, Pinaki Mondal, Colman Freel, Sayed Ahmadreza Razian, Jason Mactaggart, Mark A. Carlson

Journal Articles

Purpose

Chitosan-based materials are promising for wound healing because of their antibacterial efficacy, biocompatibility, and biodegradability, though their healing mechanisms remain unclear. This study explores the cellular and molecular mechanisms of wound healing with chitosan nanofibrous dressings.

Methods

Thirty-nine Sprague Dawley rats were divided into three groups based on the type of dressings administered: (1) chitosan nanofibrous dressing + transparent film, (2) commercial scaffold + transparent film, and (3) transparent film alone (control). Full-thickness wounds (2 cm × 2 cm) were created on the dorsum, splinted, and covered with dressings. Evaluations at 7, 14, and 21 days included histological analysis, …

Synaptic Transmission Promotes Brain Metastatic Outgrowth In Breast Cancer, Jayanta Mondal, Patrick Nylund, Prit Benny Malgulwar, William E Johnson, Jason T Huse

Faculty, Staff and Student Publications

This work demonstrates that normal neuron-to-neuron signaling machinery is hijacked by metastasizing cancer cells during their outgrowth in the central nervous system.

Quiescent Oxphos-High Triple-Negative Breast Cancer Cells That Persist After Chemotherapy Depend On Bcl-Xl For Survival, Slawomir Andrzejewski, Marie Winter, Leandro Encarnacao Garcia, Olusiji Akinrinmade, Francisco Madeira Marques, Emmanouil Zacharioudakis, Anna Skwarska, Julio Aguirre-Ghiso, Marina Konopleva, Guangrong Zheng, Susan A Fineberg, Daohong Zhou, Evripidis Gavathiotis, Tao Wang, Eugen Dhimolea

Faculty, Staff and Student Publications

The persistent residual tumor cells that survive after chemotherapy are a major cause of treatment failure, but their survival mechanisms remain largely elusive. These cancer cells are typically characterized by a quiescent state with suppressed activity of MYC and MTOR. We observed that the MYC-suppressed persistent triple-negative breast cancer (TNBC) cells are metabolically flexible and can upregulate mitochondrial oxidative phosphorylation (OXPHOS) genes and respiratory function ("OXPHOS-high" cell state) in response to DNA-damaging anthracyclines such as doxorubicin, but not to taxanes. The elevated biomass and respiratory function of mitochondria in OXPHOS-high persistent cancer cells were associated with mitochondrial elongation and remodeling, …

Bacillus Sp. Sw14 Isolated From Arid Mangroves Sediments Enhances Tomato Plant Growth: Insights From Genome Analysis And Greenhouse Evaluation, Balamurugan Sadaiappan, Qurban Ali, Mahideen Afridi, Munawwar Ali Khan, Sunil Mundra

All Works

Mangroves grow in arid regions with high temperatures, low precipitation, and evaporation. Despite low humidity and high salt concentration, these arid mangroves support diverse microorganisms, including salt-and temperature tolerant. The bacteria isolated from these arid mangroves have potential applications in arid agronomy, which alleviate plant stress and enhance plant growth. In this study, we characterize the genome of previously reported PGP and stress-tolerating bacteria, Bacillus sp. SW14, isolated from mangrove sediments of Umm Al Quwain, United Arab Emirates. Further, we investigated its effects on tomato seed germination and plant growth. Genome size of the strain SW14 is 4.25 MB, with …

Design Principles For Deployable Fibers Inspired By Hagfish Defense, Mohammad Tanver Hossain, Wonsik Eom, Pallab Layak, Jeongmin Kim, Carolyn Darling, Andrew Lowe, Douglas S. Fudge, Sameh H. Tawfick, Randy Ewoldt

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

Hagfish produce extraordinary slime as a defense mechanism, releasing exudate from glands that rapidly form a fibrous, soft, ultra-dilute, water-capturing network upon contact with seawater (up to 10 000 times its original volume). The gland thread cell (GTC) produces high-strength protein threads (filament diameter df = 1–3 µm) meticulously coiled into skeins (coil diameter Do ∼ 150 µm) that rapidly unravel upon deployment to reveal their hidden length (Lf = 15 cm), forming a cohesive fibrous slime network through interaction with mucin vesicles and seawater. To date, no engineered material is able to replicate the fiber …

A Novel Turmeric Drying Approach Based On Supercritical Carbon Dioxide, Sumanjot Kaur, Arda Tuhanioglu, Ali Ubeyitogullari

Food Science Faculty Publications and Presentations

As a widely used spice, turmeric is rich in curcuminoids, which are known for their anti-inflammatory and antioxidant properties. However, the drying process, especially at high temperatures, often leads to significant curcumin degradation, impacting its bioactivity and quality. This study investigates drying turmeric using an innovative approach based on supercritical carbon dioxide (SC-CO2), and conventional drying methods (oven drying and freeze-drying) in terms of curcuminoid retention, color, solubility, chemical interactions, crystallinity, and morphology. The results revealed that SC-CO2 drying preserved up to 82.3 mu g curcuminoids /mg dried turmeric, which was significantly higher than the levels retained by oven drying …

Phosphorylation Of Ryr1 At Ser2902 Decreases Ca2+ Leak In Skeletal Muscle And Susceptibility To Malignant Hyperthermia And Heat Stroke, Rachel Sue Zhen Yee, Chang Seok Lee, Ting Chang, Sung Yun Jung, Omar Yousif, Courtney Cavazos, John Colyer, Filip Van Petegem, George G Rodney, Susan L Hamilton

Faculty, Staff and Students Publications

The ryanodine receptor 1 (RYR1) is the sarcoplasmic reticulum (SR) Ca2+ release channel required for both skeletal muscle contraction and Ca2+ leak. Mutations in RYR1 cause malignant hyperthermia susceptibility (MHS) and enhanced sensitivity to heat stroke (ESHS), which can result in death due to excessive skeletal muscle thermogenesis upon exposure to volatile anesthetics or heat. Here, we investigated the molecular and physiological functions of phosphorylation of RYR1 at Ser2902 by the kinase SPEG (striated muscle preferentially expressed protein). Muscle from SPEG-deficient mice expressing RYR1 with a Ser2902 →Asp2902 (S2902D) point mutation to mimic phosphorylation by SPEG showed decreased SR Ca2+ …

Multicenter Stroke Preclinical Assessment Network Analysis Of Cardiovascular Risk Factor Subgroups Treated With The Poly(Adp-Ribose) Polymerase Inhibitor Veliparib, Raymond C Koehler, Karni Bedirian, Mu-Hsun Chen, Yanrong Shi, Suyi Cao, Brooklyn D Avery, Senthilkumar S Karuppagounder, Kazi Akhter, Adnan Bibic, Valina L Dawson, Ted M Dawson, Márcio A Diniz, Jessica Lamb, Karisma A Nagarkatti, Anjali Chauhan, Jaroslaw Aronowski, Louise D Mccullough, Andreia Lopes De Morais, Xuyan Jin, Cenk Ayata, Mariia Kumskova, Rakesh B Patel, Anil K Chauhan, Enrique C Leira, Pradip K Kamat, Mohammad B Khan, Krishnan M Dhandapani, David C Hess, Ligia S B Boisserand, Basavaraju G Sanganahalli, Lauren H Sansing, Patrick D Lyden

Faculty, Staff and Student Publications

Background: The Stroke Preclinical Assessment Network tested 6 therapeutic interventions initiated at the time of reperfusion after focal ischemic stroke in young mice, aging mice, obese mice, and spontaneously hypertensive rats. This randomized, controlled trial was conducted across 6 sites with concealed treatment and blinded neurobehavior assessments. The trial had an adaptive design with preset levels of efficacy and futility interrogated after each of 4 stages. The primary outcome was turning preference on the corner test at 1 month. The PARP (poly(ADP-ribose) polymerase) inhibitor, veliparib, was considered futile after the second stage when pooling all animal models (n=231 …

Enhanced Piezo1 Function Contributes To The Pathogenesis Of Sickle Cell Disease, Luis O Romero, Manisha Bade, Laila Elsherif, Jada D Williams, Xiangmei Kong, Adebowale Adebiyi, Kenneth I Ataga, Shang Ma, Julio F Cordero-Morales, Valeria Vásquez

Faculty, Staff and Student Publications

Sickle cell disease (SCD), an inherited blood disorder caused by a mutation in the β-globin gene, is characterized by sickle erythrocytes that are prone to hemolysis, leading to anemia and vaso-occlusion crises. In sickle erythrocytes, hemoglobin aggregation is followed by altered cation permeability and subsequent dehydration. Interventions that restore cation permeability can decrease hemolysis and ameliorate the symptoms associated with SCD. PIEZO1 is a nonselective mechanosensitive cation channel that regulates erythrocyte volume. Gain-of-function (GOF) mutations in PIEZO1 cause hemolytic anemia by increasing cation permeability, leading to erythrocyte dehydration in humans and mice. Although PIEZO1 plays a key role in erythrocyte …

Advances In Fret Methodologies For Probing Molecular Interactions, Geetika Verma, Vasanthi Jayaraman

Faculty, Staff and Student Publications

Förster resonance energy transfer (FRET) has evolved into a powerful, quantitative approach for probing biomolecular structure, dynamics, and interactions. This research highlight brings together recent studies in Biophysical Journal that push the boundaries of traditional FRET. These innovations expand the spatial and temporal resolution of FRET, enabling its application to increasingly complex biological systems.

A Soft-Stiff Patterned Bioengineering Model Reveals Kinase Pathways Driving Directional Cell Migration In Pulmonary Arterial Hypertension, Tamanna Islam, Jacob Hooper, Xiaojun Zhang, Clarissa Garcia, Md Mahedi Hasan, David H Drewry, Mohammad Anwar Hossain, Taslim A Al-Hilal

Faculty, Staff and Student Publications

Directional cell migration by pulmonary arterial cells (PACs) is one of the important features of diseases involving arterial remodeling, such as pulmonary arterial hypertension (PAH), a disease that is often characterized by reduced arterial compliance and increased extracellular matrix (ECM) stiffening. However, there are no therapeutics that can halt the directional cell migration of PACs in PAH. The inability to identify drug targets or drugs against the directional cell migration during PAH pathogenesis stems from an incomplete understanding of the process and a lack of effective translational models for screening of candidate small molecules. Here, for the first time, we …

Representation Is Power: Traditional, Hybrid, And Digital Recruitment Results From A Non-Randomized Clinical Trial Engaging Adolescents, Taylor B Harrison, Jessica A Sinclair, Lisa J Martin, Kristin Childers-Buschle, Holly Elder, Sunyang Fu, Hongfang Liu, William B Brinkman, Melanie F Myers, Michelle L Mcgowan

Faculty, Staff and Student Publications

Clinical trials support the iterative advancement of modern medicine. However, challenges in achieving population-representativeness or participant sampling commensurate with the burden of disease can limit the generalizability and reproducibility of trial results. Here, we present the recruitment strategies and cohort profile of the Engaging Adolescents in Decisions about Return of Genomic Research Results non-randomized clinical trial (NCT0448106), where traditional, targeted hybrid, and digital recruitment methods were implemented with quota sampling to enroll diverse adolescents (ages 13-17) and young adults (ages 18-21). The largest proportion of participants enrolled through digital strategies (39.1%), followed by traditional (34.2%), and targeted hybrid strategies (23.2%). …

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 …

Wearable Single-Channel Electroencephalography, Brain Activity, And Putting Performance In Collegiate Golfers, Pradeep Vanguri, Savannah Calleja, Valerie G. Starratt, Marissa Bonsangue

Journal for Sports Neuroscience

Wearable Electroencephalography (EEG) is a noninvasive method for assessing brain activity. Outside of the context of a traditional medical or laboratory setting, this technology may provide insight into the study of brain activity during activity or sport. In golf, for example, similar research revealed associations in skilled golfers between activity in the alpha brain wave and conscious control of motor activity during putting. The purpose of this research was to further investigate the association between brain-wave activity and athlete performance using a wearable single-channel EEG device during putting in collegiate golfers. Male and Female golfers (n = 11) from …

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 …

In Vitro Screening Of Antibacterial Efficacy Of Moringa Oleifera And Thymus Vulgaris Methanolic Extracts Against Different Escherichia Coli Strains And Their In Vivo Effects Against E. Coli-Induced Infection In Broiler Chickens, Majid Ali, Naila Chand, Sarzamin Khan, Rifat Ullah Khan, Babar Maqbool, Shabana Naz, Ala Abudabos, Abdul Hafeez, Ibrahim A. Alhidary

Food and Animal Sciences Faculty Research

This study evaluated the antibacterial efficacy and growth-promoting potential of Moringa oleifera and Thymus vulgaris methanolic extracts in broiler chickens challenged with Escherichia coli O78. In vitro antibacterial screening using agar well diffusion and disc diffusion assays revealed that ciprofloxacin exhibited the strongest inhibitory effect, followed by tetracycline and enrofloxacin, whereas among plant extracts, T. vulgaris was more effective than M. oleifera. The optimal combination (M100T150; 100 mg M. oleifera + 150 mg T. vulgaris) produced the largest inhibition zones against E. coli strains. For the in vivo trial, 540 Ross-308 broiler chicks were distributed into six treatment groups in …

10.06.2025 Ored Connect, Liz Williamson

ORED Newsletter

• Field Fest
• AAAS Membership
• MIG Application Opportunity
• Contest to Promote Safe Lab Practices

Consciousness Below Scuba Depths, Michael Vecchione

Animal Sentience

Abstract: Jennifer Mather has nicely summarized what is known about consciousness in shallow water octopods as well as what is known about shallow water squids and cuttlefish. However, once she gets below SCUBA depths, she misses out on most of cephalopod diversity. I have attempted to add this aspect and perhaps some evolutionary biology to this target article.

Strain-Specific Variability In Viral Kinetics, Cytokine Response, And Cellular Damage In Air-Liquid Cultures Of Human Nasal Organoids After Infection With Sars-Cov-2, Gina M Aloisio, Trevor J Mcbride, Letisha Aideyan, Emily M Schultz, Ashley M Murray, Anubama Rajan, Erin G Nicholson, David Henke, Laura Ferlic-Stark, Amal Kambal, Hannah L Johnson, Elina A Mosa, Fabio Stossi, Sarah E Blutt, Pedro A Piedra, Vasanthi Avadhanula

Faculty, Staff and Students Publications

SARS-CoV-2 variants have demonstrated distinct epidemiological patterns and clinical presentations throughout the COVID-19 pandemic. Understanding variant-specific differences at the respiratory epithelium is crucial for understanding their pathogenesis. Here, we utilized human nasal organoid air-liquid interface (HNO-ALI) cell cultures to compare the viral replication kinetics, innate immune response, and epithelial damage of six different strains of SARS-CoV-2 (B.1.2, WA, Alpha, Beta, Delta, and Omicron). All variants replicated efficiently in HNO-ALIs, but with distinct replication kinetic patterns. The Delta variant exhibited delayed replication kinetics, achieving a steady state at 6 days post-infection compared to 3 days for other variants. Cytokine analysis revealed …

Squamous Non-Small Cell Lung Cancer: Current And Emerging Treatment Options, Paul K Paik, Jianjun Zhang, Howard Jack West, Jonathan W Riess

Faculty, Staff and Student Publications

Although the pharmacologic management of non-small cell lung cancer (NSCLC) has advanced substantially in the past 2 decades, disparities in the applicability to different histologic subtypes remain. Several treatment options are not suitable for squamous NSCLC, with use restricted to nonsquamous NSCLC (eg, bevacizumab and pemetrexed) because of safety concerns or comparative activity. Differences in mutational landscapes and a lack of matched targeted therapies specific to squamous NSCLC oncogenic aberrations present additional limitations. In the absence of suitable targeted therapies, immunotherapy with or without chemotherapy is the mainstay of squamous NSCLC treatment; however, survival-related outcomes remain poorer for patients with …

Assessing A Community Health Worker-Facilitated, Digitally Delivered, Family-Centered Diabetes Management Program: Single-Arm Quasi-Experimental Study, Zenong Yin, Vanessa L Errisuriz, Heather Cuevas, Bertha E Flores, Laura Delfausse, Christina Galvan, Jing Wang, Chengdong Li, Renata Morfin, Shiyu Li, Maysa Sapargeldiyeva, Giliane Yza Muyna, Minyu Zhang, Vanessa Sweet, Deborah Parra-Medina

Faculty, Staff and Student Publications

Background: The high prevalence of type 2 diabetes (T2D) and associated complications disproportionately affect low-income Latino populations, who also experience disparities in diabetes self-management (DSM), including poor medication adherence, physical activity, diet, and glycemic control.

Objective: This study examined, through an academic-community partnership, the effectiveness of ¡Salud, Salud! (an evidence-based, family-centered diabetes self-management education and support [DSMES] program) on primary (glycemic control and quality of life) and secondary (social, psychological, and behavioral factors related to T2D management) outcomes among low-income Latino adults with T2D or prediabetes.

Methods: In total, 81 adults (mean age 48.90 years, SD 12.57; n=57, 70.4%, female; …

Quantitative Proteomics Identifies Conserved Proteins And Altered Regulation Of Mucin-16 In Low Grade Serous Ovarian Cancers, Christopher M Tarney, Paulette Mhawech-Fauceglia, Jonathan D Ogata, Julie Oliver, Tamara Abulez, Philip A Branton, Saeid Movahedi-Lankarani, Brian L Hood, Kelly A Conrads, Kendal Rosalik, Kwong-Kwok Wong, David M Gershenson, Sanghoon Lee, Anil K Sood, Robert C Bast, Kathleen M Darcy, Neil T Phippen, G Larry Maxwell, Thomas P Conrads, Nicholas W Bateman

Faculty, Staff and Student Publications

BACKGROUND: Low-grade serous ovarian carcinoma (LGSOC) is a rare and largely chemoresistant subtype of epithelial ovarian cancer. Unlike treatment for high-grade serous ovarian cancer (HGSOC), management options for LGSOC patients are limited, in part, due to a lack of deep molecular characterization of this disease. To address this limitation, we aimed to define highly conserved proteome alterations in LGSOC by performing deep quantitative proteomic analysis of tumors collected from LGSOC and HGSOC patients or normal fallopian tube tissues and validating proteins within two independent proteomic datasets of LGSOC and HGSOC tumors.

METHODS: Formalin-fixed, paraffin-embedded LGSOC (n = 12), HGSOC (n …

Atg16l1 Controls Mammalian Vacuolar Proton Atpase, Thabata L A Duque, Masroor Paddar, Einar Trosdal, Ruheena Javed, Lee Allers, Michal H Mudd, Prithvi Akepati, Soumya R Mishra, Michelle Salemi, Brett Phinney, Shawn B Bratton, Thomas Wileman, Vojo Deretic

Faculty, Staff and Student Publications

The mechanisms governing mammalian proton pump V-ATPase function are of fundamental and medical interest. The assembly and disassembly of cytoplasmic V1 domain with the membrane-embedded V0 domain of V-ATPase is a key aspect of V-ATPase localization and function. Here, we show that the mammalian protein ATG16L1, primarily appreciated for its role in canonical autophagy and in noncanonical membrane atg8ylation processes, controls V-ATPase. ATG16L1 knockout elevated V-ATPase activity, increased V1 presence on endomembranes, and increased the number of acidified intracellular compartments. ATG16L1's ability to efficiently bind V-ATPase was required for its inhibitory role in endolysosomal acidification and for control of Mycobacterium …

Inflammation And Mutational Burden Differentially Associated With Nivolumab Or Ipilimumab Combination Efficacy In Colorectal Cancer, Ming Lei, Michael J Overman, Jin Yao, Thierry André, Sara Lonardi, Heinz-Josef Lenz, Massimo Aglietta, Fabio Gelsomino, Ray Mcdermott, Ka Yeung Mark Wong, Michael A Morse, Eric Van Cutsem, Alain Hendlisz, Dana B Cardin, Bart Neyns, Andrew Hill, Anuradha Krishnamurthy, Franklin Chen, Samith Kochuparambil, Robert R Jenq, Sandzhar Abdullaev, Beilei He, Ruslan Novosiadly, Scott Kopetz

Faculty, Staff and Student Publications

Nivolumab alone and in combination with ipilimumab demonstrated durable clinical benefit in patients with previously treated microsatellite instability-high/mismatch repair-deficient metastatic colorectal cancer in the phase 2 CheckMate 142 study. Here, we report exploratory biomarker analyses from CheckMate 142 evaluating associations between various tissue biomarkers and the efficacy of nivolumab monotherapy and nivolumab plus ipilimumab combination in these patients. Higher expression of inflammation-related gene expression signatures is associated with improved response per investigator assessment and survival benefit with nivolumab monotherapy. In contrast, higher tumor mutational burden, tumor indel burden, and degrees of microsatellite instability are associated with improved response per investigator …

Causal Ai-Based Clinical And Radiomic Analysis For Optimizing Patient Selection In Combined Immunotherapy And Sabr In Early-Stage Nsclc: A Secondary Analysis Of The Phase Ii I-Sabr Trial, Maliazurina B Saad, Eman Showkatian, Vivek Verma, Qasem Al-Tashi, Muhammad Aminu, Xinyan Xu, Muhamed Qayati Mohamed, Morteza Salehjahromi, Sheeba J Sujit, Yuliya Kitsel, Steven H Lin, Zhongxing Liao, Saumil Gandhi, David Qian, David Jaffray, Caroline Chung, Natalie I Vokes, Jianjun Zhang, J Jack Lee, John V Heymach, Jia Wu, Joe Y Chang

Faculty, Staff and Student Publications

Background: The recent phase II randomized stereotactic ablative radiotherapy with and without immunotherapy (I-SABR) trial has shown improved event-free survival (EFS) when adding immunotherapy to stereotactic ablative radiotherapy (SABR) for early-stage inoperable non-small cell lung cancer (NSCLC). However, optimizing patient selection thereof is critical, because not every patient benefits from immunotherapy. Leveraging the powerful use of artificial intelligence, this secondary analysis of the I-SABR trial developed a modeling system (named "I-SABR-SELECT") based on clinical and radiomic factors to address which patients should receive additional immunotherapy.

Methods: The discovery/validation cohorts were from the I-SABR trial, with external validation from the single-arm …

Advancing Modified Barium Swallow Pre-Sorting With Deep Learning: A New Paradigm For The First Step Analysis In X-Ray Swallowing Study, Shitong Mao, Mohamed A Naser, Sheila Buoy, Kristy K Brock, Katherine A Hutcheson

Faculty, Staff and Student Publications

Purpose: Modified barium swallow (MBS) exams are pivotal for assessing swallowing function and include diagnostic video segments imaged in various planes, such as anteroposterior (AP or coronal plane) and lateral (or mid-sagittal plane), alongside non-diagnostic 'scout' image segments used for anatomic reference and image set-up that do not include bolus swallows. These variations in imaging files necessitate manual sorting and labeling, complicating the pre-analysis workflow.

Methods: Our study introduces a deep learning approach to automate the categorization of swallow videos in MBS exams, distinguishing between the different types of diagnostic videos and identifying non-diagnostic scout videos to streamline the MBS …

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 …