Digital Commons Network^™

Identifying Compounds To Treat Opiate Use Disorder By Leveraging Multi-Omic Data Integration And Multiple Drug Repurposing Databases, Jeran K Stratford, Megan Ulmer Carnes, Caryn Willis, Melyssa S Minto, Logain Elnimeiry, Ravi Mathur, Matthew Schu, Bryan C Quach, Javan Carter, Tracy Nolen, Nathan Vandergrift, Thomas R Kosten, Eric Otto Johnson, Bradley T Webb

Faculty, Staff and Students Publications

Genes influencing opioid use disorder (OUD) biology have been identified via genome-wide association studies (GWAS), gene expression, and network analyses. These discoveries provide opportunities to identifying existing compounds targeting these genes for drug repurposing studies. However, systematically integrating discovery results and identifying relevant available pharmacotherapies for OUD repurposing studies is challenging. To address this, we've constructed a framework that uses existing results and drug databases to identify candidate pharmacotherapies. For this study, two independent OUD related meta-analyses were used including a GWAS and a differential gene expression (DGE) study of post-mortem human brain. Protein-Protein Interaction (PPI) sub-networks enriched for GWAS …

Impact Of Peek Implant Surface Design On Postoperative Complications In Cranioplasty: A Retrospective Review, Carmen A Zavala, Laura Zima, Subhiksha Srinivasan, Sanjay V Neerukonda, Mark J Dannenbaum

Faculty, Staff and Student Publications

Background: The aim of this study was to evaluate and compare complication rates and clinical outcomes associated with smooth and perforated polyetheretherketone (PEEK) implants used in cranioplasty.

Methods: A retrospective analysis of 94 patients who underwent cranioplasty with either smooth (n = 45) or perforated (n = 49) PEEK implants over a five-year period was conducted. Patient demographics, comorbidities, reasons for initial craniectomy, time interval between craniectomy and cranioplasty, postoperative complications, hospital stays, and rates of revision surgeries were analyzed. Multivariate logistic regression was used to control for confounding factors.

Results: No statistically significant differences were observed in demographic characteristics, …

Alteration Of Gut Microbial Ecology By The Direct Activation Of The Brain: Inverse Gut-Microbiome-Brain Dynamics, I-Ching Wang, Jessica L Swanson, Jillian L Waters, Mikhail Y Kochukov, Shelly A Buffington, Sean W Dooling, Benjamin R Arenkiel, Mauro Costa-Mattioli

Faculty, Staff and Students Publications

The gut-microbiome-brain axis is a bidirectional communication system influencing host physiology and overall fitness. While "bottom-up" effects-where gut microbes influence brain function and behavior-are well established, direct evidence for "top-down" modulation-where the brain shapes the gut microbial ecology-remains elusive. Here, we show that the selective expression of the bacterial ion channel mNaChBac in glutamatergic lateral habenula (LHb) neurons increases their bursting activity and leads to endophentypes associated with depression. Importantly, this chronic activation leads to changes in the gut microbiome composition over time, as reflected by shifts in alpha-diversity and alterations in specific microbial taxa. These findings provide direct evidence …

Multi-Parametric Profiling Of Il-7-Augmented Gd2cart Products In A Phase 1 Clinical Trial, Sarah Schulenberg, Martí Farrera-Sal, Michelle Loeser, Lukas Ehlen, Stephan Schlickeiser, Samira Picht, Lena Peter, Marco Mai, Candise L Tat, Jacqueline Keye, Desiree Kunkel, Frank Lin, Cliona M Rooney, Bilal Omer, Michael Schmueck-Henneresse

Faculty, Staff and Students Publications

CAR T cell (CART) therapy holds promise for cancer treatment, but heterogeneity among products limits clinical effectiveness, making systematic profiling essential to identify predictors of success. Recently, a phase 1 clinical trial investigated whether a constitutively active IL-7 receptor (C7R) could safely improve the function and persistence of GD2-directed CARTs (GD2.CARTs) in pediatric patients with high-grade CNS tumors. We analyzed infusion products from trial participants using a custom-designed 33-color full spectrum flow cytometry (FSFC) panel combined with an image-based tumor killing assay to characterize CART products and evaluate the impact of C7R on GD2.CART performance. Patient-specific variations in T cell …

Genome-Wide Association Study Of 398,238 Women Unveils Seven Loci Associated With High-Grade Serous Ovarian Cancer, Daniel R Barnes, Jonathan P Tyrer, Joe Dennis, Goska Leslie, Manjeet K Bolla, Michael Lush, Amber M Aeilts, Kristiina Aittomäki, Nadine Andrieu, Irene L Andrulis, Hoda Anton-Culver, Adalgeir Arason, Banu K Arun, Judith Balmaña, Elisa V Bandera, Rosa B Barkardottir, Lieke P V Berger, Amy Berrington De Gonzalez, Pascaline Berthet, Katarzyna Białkowska, Line Bjørge, Amie M Blanco, Marinus J Blok, Kristie A Bobolis, Natalia V Bogdanova, James D Brenton, Henriett Butz, Saundra S Buys, Maria A Caligo, Ian Campbell, Carmen Castillo, Kathleen B M Claes, Sarah V Colonna, Linda S Cook, Mary B Daly, Agnieszka Dansonka-Mieszkowska, Miguel De La Hoya, Anna Defazio, Allison Depersia, Yuan Chun Ding, Jennifer A Doherty, Susan M Domchek, Thilo Dörk, Zakaria Einbeigi, Christoph Engel, D Gareth Evans, Lenka Foretova, Renée T Fortner, Florentia Fostira, Maria Cristina Foti, Eitan Friedman, Megan N Frone, Patricia A Ganz, Aleksandra Gentry-Maharaj, Gord Glendon, Andrew K Godwin, Anna González-Neira, Mark H Greene, Jacek Gronwald, Aliana Guerrieri-Gonzaga, Ute Hamann, Thomas V O Hansen, Holly R Harris, Jan Hauke, Florian Heitz, Frans B L Hogervorst, Maartje J Hooning, John L Hopper, Chad D Huff, David G Huntsman, Evgeny N Imyanitov, Louise Izatt, Anna Jakubowska, Paul A James, Ramunas Janavicius, Esther M John, Siddhartha Kar, Beth Y Karlan, Catherine J Kennedy, Lambertus A L M Kiemeney, Irene Konstantopoulou, Jolanta Kupryjanczyk, Yael Laitman, Ofer Lavie, Kate Lawrenson, Jenny Lester, Fabienne Lesueur, Carlos Lopez-Pleguezuelos, Phuong L Mai, Siranoush Manoukian, Taymaa May, Iain A Mcneish, Usha Menon, Roger L Milne, Francesmary Modugno, Jennifer M Mongiovi, Marco Montagna, Kirsten B Moysich, Susan L Neuhausen, Finn C Nielsen, Catherine Noguès, Edit Oláh, Olufunmilayo I Olopade, Ana Osorio, Laura Papi, Harsh Pathak, Celeste L Pearce, Inge S Pedersen, Ana Peixoto, Tanja Pejovic, Pei-Chen Peng, Beth N Peshkin, Paolo Peterlongo, C Bethan Powell, Darya Prokofyeva, Miquel Angel Pujana, Paolo Radice, Muhammad U Rashid, Gad Rennert, George Richenberg, Dale P Sandler, Naoko Sasamoto, Veronica W Setiawan, Priyanka Sharma, Weiva Sieh, Christian F Singer, Katie Snape, Anna P Sokolenko, Penny Soucy, Melissa C Southey, Dominique Stoppa-Lyonnet, Rebecca Sutphen, Christian Sutter, Yen Y Tan, Manuel R Teixeira, Kathryn L Terry, Liv Cecilie V Thomsen, Marc Tischkowitz, Amanda E Toland, Toon Van Gorp, Ana Vega, Digna R Velez Edwards, Penelope M Webb, Jeffrey N Weitzel, Nicolas Wentzensen, Alice S Whittemore, Stacey J Winham, Anna H Wu, Siddhartha Yadav, Yao Yu, Argyrios Ziogas, Andrew Berchuck, Fergus J Couch, Ellen L Goode, Marc T Goodman, Alvaro N Monteiro, Kenneth Offit, Susan J Ramus, Harvey A Risch, Joellen M Schildkraut, Mads Thomassen, Jacques Simard, Douglas F Easton, Michelle R Jones, Georgia Chenevix-Trench, Simon A Gayther, Antonis C Antoniou, Paul D P Pharoah

Faculty, Staff and Student Publications

Nineteen genomic regions have been associated with high-grade serous ovarian cancer (HGSOC). We meta-analyzed >22 million variants for 398,238 women from the Ovarian Cancer Association Consortium (OCAC), UK Biobank (UKBB) and Consortium of Investigators of Modifiers of BRCA1/BRCA2 (CIMBA) to identify novel HGSOC susceptibility loci. Eight novel variants were associated with HGSOC risk. An interesting discovery biologically was TP53 3’-UTR SNP rs78378222-T’s association with HGSOC (per-T-allele relative risk (RR) = 1.44, 95% CI:1.28–1.62, P = 1.76 × 10−9). Polygenic scores (PGS) were developed using OCAC and CIMBA data and trained on FinnGen data. The optimal PGS included 64,518 …

Acute Myeloid Leukemia With T(10; 17)(P15; Q21)/ Zmynd11::Mbtd1: A Subtype With Minimal Differentiation, Cd7/Cd56 Expression, And Generally Poor Outcomes In Adults, Qing Wei, Naveen Pemmaraju, Sa A Wang, Shimin Hu, Courtney Dinardo, Ghayas C Issa, Carlos E Bueso-Ramos, Jie Xu, Shaoying Li, Jeffrey L Medeiros, Guilin Tang

Faculty, Staff and Student Publications

No abstract provided.

Five-Year Follow-Up Analysis Of Zuma-5: Axicabtagene Ciloleucel In Relapsed/Refractory Indolent Non-Hodgkin Lymphoma, Sattva S Neelapu, Julio C Chavez, Alison R Sehgal, Narendranath Epperla, Matthew L Ulrickson, Emmanuel Bachy, Pashna N Munshi, Carla Casulo, David G Maloney, Sven De Vos, Ran Reshef, Lori A Leslie, Olalekan O Oluwole, Ibrahim Yakoub-Agha, Rashmi Khanal, Joseph D Rosenblatt, Jacob Wulff, Rhine R Shen, Wangshu Zhang, Soumya Poddar, Harry Miao, Olga Nikolajeva, Caron A Jacobson

Faculty, Staff and Student Publications

Axicabtagene ciloleucel (axi-cel) is an autologous anti-CD19 chimeric antigen receptor (CAR) T-cell therapy approved for relapsed/refractory (R/R) follicular lymphoma (FL). Here, we report updated clinical outcomes from ZUMA-5 in 159 enrolled patients with R/R indolent non-Hodgkin lymphoma (iNHL; 127 with FL and 31 with marginal zone lymphoma) after a median follow-up of 64.6 months. Patients underwent leukapheresis and received lymphodepleting chemotherapy and axi-cel (2 × 106 CAR T cells/kg). The overall response rate was 90% (75% complete response rate). The median duration of response was 60.4 months, and the median progression-free survival (PFS) was 62.2 months; median time to next …

Early Tumor Volume Reduction By Breast Dce Mri Predicts Pathologic Complete Response To Neoadjuvant Therapy In Triple Negative Breast Cancer, Mary S Guirguis, Beatriz E Adrada, Clinton Yam, Debu Tripathy, Rosalind Candelaria, Wei Yang, Miral Patel, Tanya Moseley, Frances Perez, Gary J Whitman, Jessica W T Leung, Huong Le-Petross, Deanna L Lane, Lei Huo, Jennifer K Litton, Vicente Valero, Kelly K Hunt, Banu Arun, Rania Mohamed, Jia Sun, Anil Korkut, Zhan Xu, Sanaz Pashapoor, Jason White, Jong Bum Son, Alastair Thompson, Peng Wei, Jingfei Ma, Stacy Moulder, Gaiane M Rauch

Faculty, Staff and Student Publications

Triple-negative breast cancer (TNBC) is a heterogeneous disease with variable response to neoadjuvant systemic therapy (NAST). Patients with pathologic complete response (pCR) following NAST have improved survival. Our goal was to establish readily accessible imaging biomarker to identify which TNBC patients will have pCR. Building on prior favorable results in the literature, we hypothesized that manually measured tumor volume changes at DCE-MRI may predict pCR early during NAST. This prospective study included 287 stage I-III TNBC patients who underwent DCE-MRI at baseline, after two and four cycles of NAST, with pCR accessed at surgery (NCT02276443). Tumor volume and percentage tumor …

Disclosing A Pancreatic Cancer Diagnosis In An Era Of Immediate Electronic Result Release: A National Survey Of Endosonographers, Samuel Tanner, Fiyinfoluwa Abraham, Merrick Bay, R Tomas Davee, Daryl Ramai, Seth A Gross, Truptesh Kothari, Veeral M Oza, Somashekar G Krishna, Jorge D Machicado

Faculty, Staff and Student Publications

Background and aims: There are limited data in how U.S.-based endosonographers disclose pancreatic ductal adenocarcinoma (PDAC) diagnoses to patients. Therefore, we conducted a survey study across endosonographers to assess practice patterns, evaluate knowledge gaps and challenges, and explore perceptions of federal regulations that mandate immediate release of test results through electronic portals.

Methods: A 29-item electronic survey was distributed to 684 U.S.-based endosonographers between October and November 2024.

Results: One hundred sixteen endosonographers participated (17% response rate). Endosonographers often deliver PDAC diagnoses via phone calls (75%), of 6 to 10 minutes (60%), and without following published protocols (81%). One-third of …

Tca Cycle Mode Switch Determines The Fate Of Pirtobrutinib-Tolerant Persister Cells In Mantle Cell Lymphoma, Wei Wang, Qingsong Cai, Yang Liu, Lei Nie, Heng-Huan Lee, Fangfang Yan, Yue Fei, Yixin Yao, Yijing Li, Lin Tan, Philip L Lorenzi, Ying-Nai Wang, Jun Yao, Zhihong Chen, Joseph Mitchell Mcintosh, Cheng-Tai Yu, Preetesh Jain, Vivian C Jiang, Jovanny Vargas, Xiaolin Li, Tianci Zhang, Shaoying Li, David Santos, Selvi Thirumurthi, Erin Heather Seeley, Lukas Mikolaj Simon, Christopher Flowers, Chi Young Ok, Michael Wang

Faculty, Staff and Student Publications

Bruton tyrosine kinase inhibitors (BTKis) and cell therapy have successfully been used to treat mantle cell lymphoma (MCL). However, therapy resistance inevitably emerges. Cancer cells can progressively develop stable resistance by traversing through a transient drug-tolerant persister (DTP) state. The mechanisms enabling DTP cells to reversibly adapt to therapies and evolve to acquire heterogeneity remain poorly understood, and characterizing DTP cells in MCL continues to pose a challenge for clinic translation. Here, using pirtobrutinib, a recently US Food and Drug Administration-approved noncovalent BTKi, we identified pirtobrutinib-tolerant persister cells exhibiting morphological variability by presenting a unique population of enlarged cells (giant …

Single Cell Long Read Whole Genome Sequencing Reveals Somatic Transposon Activity In Human Brain, Michal B Izydorczyk, Ester Kalef-Ezra, Dominic W Horner, Xinchang Zheng, Nadine Holmes, Marco Toffoli, Zeliha Sahin, Yi Han, Heer H Mehta, Sonja W Scholz, Clifton L Dalgard, Donna M Muzny, Adam Ameur, Fritz J Sedlazeck, Christos Proukakis

Faculty, Staff and Students Publications

The advent of single cell DNA sequencing revealed astonishing dynamics of genomic variability, but failed at characterizing smaller to mid size variants that on the germline level have a profound impact. In this work we discover previously uncharacterized genomic dynamics in 18 cells from three human brains utilizing single cell long-read whole genome sequencing. This provides key insights into the dynamic of the genomes of individual cells and further highlights brain specific activity of transposable elements, but requires validation in larger studies.

Agitation In Alzheimer’S Disease: From Assessment To Therapeutics, Antonio L Teixeira, Youngran Kim, Thiago M Cordeiro, Gabriel A De Erausquin, Natalia P Rocha

Faculty, Staff and Student Publications

Agitation is a neuropsychiatric syndrome characterized by excessive motor and/or verbal behaviors, with or without aggressive behaviors. The prevalence of agitation in Alzheimer’s disease varies from 5% to over 50%. Multiple factors have been implicated in its pathophysiology, including disease stage, comorbidity with other symptoms (e.g., psychosis, anxiety/depression), and psychosocial factors. Ruling out delirium and identifying environmental triggers are fundamental steps in the management of agitation in Alzheimer’s disease. For establishing an effective therapeutic plan, it is important to define duration, severity, and potential for harm. While non-pharmacological approaches are considered the first line of intervention, pharmacological agents …

Conjunctival Melanoma Genomic Analysis Reveals Intermediate Tumor Mutation Burden And Genomic Overlap With Cutaneous Melanoma, Florentia Dimitriou, Xiaogang Wu, Priyadharsini Nagarajan, Isabella C Glitza, Li Zhao, Jing Ning, Sapna P Patel, Jennifer A Wargo, Andrew Futreal, Scott Woodman, Jennifer L Mcquade, Bita Esmaeli

Faculty, Staff and Student Publications

Conjunctival melanoma (CJM) is a rare and aggressive malignancy. Mainly attributed to its rarity, the genomic features of CJM have not been well characterized. In the present study, we sequenced the exomes of primary and metastatic CJM tumors with the aim to unravel their genomic landscape. The results of the study suggest that CJM is a molecularly distinct melanoma subtype with mixed genotype and targetable mutations. Notably, there were features overlapping with both mucosal, and mainly cutaneous melanoma. Of note, some genetic alterations were found in association with specific subsets of CJM, such as bulbar anatomical localization. CJM tumors had …

Infection And Nonunion Rates In Open Fractures: Description Of 6,042 Fractures From The Flow And Prep-It Trials, Roman M Natoli, Lucas S Marchand, Sofia Bzovsky, Jennifer E Hagen, Mark J Gage, Christina A Stennett, Nathan N O'Hara, Kyle J Jeray, Brad Petrisor, Sheila Sprague, Gerard P Slobogean

Faculty, Staff and Student Publications

Background: Infection and nonunion are common sequelae of open fractures. Studies have shown infection and nonunion rates ranging from 2% to 52% and 12% to 17%, respectively. The present article describes the rates of surgical site infection (SSI) and delayed union/nonunion following open fractures in a large contemporary series of patients from prospective clinical trials with adjudicated outcomes.

Methods: A descriptive analysis was performed with use of patient data from the FLOW, Aqueous-PREP, and PREPARE-Open studies. These studies, published within the past 10 years, included multiple international trauma centers and shared definitions for SSI and delayed union/nonunion. SSI and delayed …

14,441 Genomics-Based Validated Automated Comprehensive Clinicopathologic Correlations For Myeloid Neoplasms., Ahmed Elsafty, Yomna Ahmed, Taher F Halawa, Shaoguang Li, Dongguang Li, Elena Agranovsky, Ahmed Soliman, Howida Talaat, Mohamed Montaser, Omar Elnady, Deyaa Elnady, Mohamed Mahmoud Moustafa, Nourhan Ibrahim, Maryana Gumenyak, Yasmin Soliman, Samah Ali, Elshaimaa Abdelrahman, Hatem M S Alahwal, Ahmed S Barefah, Ashraf Abdelghany, Sherif Ammar, Nermeen Abdel-Haleem, Osama Abdel-Kareem, Samir N Shamma, Naglaa Husein, Maha M Sakr, Heba-Allah E Abdelrhman, Menatalla Nadim, Hany Girguis, Manal Othman, Ola Soliman, Walaa H Behery, Lamis Eltoukhy, Heldez A Mohamed, Aya M Hassan, Fatma-Elzahraa A Bebers, Marwa Abdel-Zaher, Sara A Abbas, Shady Attia, Mohamed A Saada, Amira S Eid, Soha E Khorshed, Khaled Talaat, Mohamed Saad Hamed Mahmoud, Mahmoud M S Mahmoud, Ola M S Mahmoud, Abdel-Rahman O Abdel-Kareem, Ahmed K Talaat, Haitham Heneish, Ibrahim I Samaha, Mones Safwat, Mohamed K Talaat, Alaa O Abdel-Kareem, Hadeel Abdel-Monem, Ramy Abaza, Hazem Abaza, Nora Ahmad, May A Maarouf, Iman A Shaheen, Ahmed S Abdelhafiz, Amera Rabee, Yara M Montaser

Faculty, Staff and Student Publications

The dataset (Elsafty_Reports_of_Myeloid_Neoplasms_2024) consists of 14,441 comprehensive clinicopathologic correlations (CPCs) for myeloid neoplasms (MN) with corresponding laboratory results. Specialized online platform utilizing these laboratory results automatically generated the diagnostic and prognostic CPCs. These results include complete blood counts (CBC), peripheral blood smear (PBS) findings, blast/promyelocyte count with dysplasia screening by flow cytometry, and molecular results by NGS/PCR. Two Hematopathologists, who performed the CBC and PBS review, collected their 10,794 real-world reports of cases served in Egypt with molecular studies performed in the USA and Europe. These newly-diagnosed cases included 243 chronic myeloid leukemia (CML) cases with 257 mutations/aberrations; 4,567 non-CML …

Response Of Ipsc-Derived Neurons From Individuals With Treatment-Resistant Depression To (2 R, 6 R)-Hydroxynorketamine And Reelin: An Exploratory Study, Jenessa N Johnston, Peixiong Yuan, Bashkim Kadriu, Nirmala Akula, Brandi Quintanilla, Shiyong Peng, Greg H Jones, Anton Schulmann, Mani Yavi, Ioline D Henter, Francis J Mcmahon, Lisa E Kalynchuk, Carlos A Zarate, Hector J Caruncho

Faculty, Staff and Student Publications

Treatment-resistant depression (TRD) is associated with worse clinical outcomes and longer course of illness. However, TRD is more difficult to model in animal phenotypes, suggesting that other experimental and translational models must be considered to properly address and research novel therapeutics. Reelin, an endogenous glycoprotein downregulated in depression, has shown rapid antidepressant-like effects akin to those of the N-methyl-D-aspartate receptor (NMDAR) antagonist ketamine. Interestingly, the antidepressant-like effects of both ketamine and reelin affect mechanistic target of rapamycin complex 1 (mTORC1) activity and that of its related downstream signalers. (2 R,6 R)-hydroxynorketamine (HNK) is a major metabolite of ketamine that, at …

Retinol Tracing Within Murine Neural Retina Reveals Cell Type-Specific Retinol Transport And Distribution, Zachary J Engfer, Grazyna Palczewska, Samuel W Du, Jianye Zhang, Zhiqian Dong, Carolline Rodrigues Menezes, Jun Wang, Jianming Shao, Budd A Tucker, Robert F Mullins, Rui Chen, Philip D Kiser, Krzysztof Palczewski

Faculty, Staff and Students Publications

11-cis-Retinal is essential for light perception in mammalian photoreceptors (PRs), and aberrations in retinoid transformations cause severe retinal diseases. Understanding these processes is crucial for combating blinding diseases. The visual cycle, operating within PRs and the retinal pigment epithelium (RPE), regenerates 11-cis-retinal to sustain light sensitivity. Retinoids are also present in Müller glia (MG), hypothesized to supply 11-cis-retinol to cone PRs and retinal ganglion cells (RGCs). To trace retinoid movement through retinal cell types, we used cell-specific knock-in of lecithin:retinol acyltransferase (LRAT), which converts retinols into stable retinyl esters (REs). Ectopic LRAT expression in murine PRs, MG, and RGCs resulted …

Estimated Impact Of 2022–2023 Influenza Vaccines On Annual Hospital Burden In The United States, Kaiming Bi, Shraddha Ramdas Bandekar, Anass Bouchnita, Annalise Cramer, Spencer J Fox, Rebecca K Borchering, Matthew Biggerstaff, Lauren Ancel Meyers

Faculty, Staff and Student Publications

During the COVID-19 pandemic early years, infection prevention measures suppressed transmission of seasonal influenza and other respiratory viruses. The early onset and moderate severity of the US 2022-2023 influenza season may have resulted from reduced use of nonpharmaceutical interventions or lower population immunity after 2 y of limited influenza virus circulation. We used a mathematical model of influenza virus transmission that incorporates vaccine-derived protection against both infection and severe disease to estimate the impact of influenza vaccines on healthcare burden. Assuming reported levels of past vaccine effectiveness (VE) against infection and hospitalization, we estimate that influenza vaccines prevented 69,886 (95% …

Allergenai: A Deep Learning Model Predicting Allergenicity Based On Protein Sequence, Jiajia Liu, Surendra S Negi, Chengyuan Yang, Xiaobo Zhou, Catherine H Schein, Werner Braun, Pora Kim

Faculty, Staff and Student Publications

BACKGROUND: Innovations in protein engineering offer promising solutions for redesigning allergenic proteins to minimize adverse reactions in sensitive individuals. Earlier models for predicting allergenicity have relied on the knowledge of physicochemical properties and sequence homology to assess the potential risk. However, to better understand the allergenic proteins’ sequence features, we need a novel sequence-based deep learning model for predicting allergenicity.

RESULTS: We present a novel AI-based tool, AllergenAI, to quantify the allergenic potential of a protein’s sequence without using any other known features. Our study utilized allergenic protein sequence data archived in the three well-established databases, SDAP 2.0, COMPARE, and …

Using Machine Learning For Early Prediction Of In-Hospital Mortality During Icu Admission In Liver Cancer Patients, Zhuo Zheng, Jinhong Xia, Jiawei Luo, Lei Du, Xiaobo Zhou, Xiaoyan Yang, Yan Xia, Mengyao Liu, Shixin Huang

Faculty, Staff and Student Publications

Liver cancer has a high incidence and mortality rate globally, particularly in patients requiring intensive care unit (ICU) admission. Early prediction of in-hospital mortality for these patients is crucial, yet lacking reliable tools. This study aims to develop and evaluate machine learning (ML) models for predicting in-hospital mortality in critically ill liver cancer patients admitted to the ICU. This retrospective study used data from the MIMIC-III and MIMIC-IV databases, including 862 patients from MIMIC-III (training cohort) and 692 patients from MIMIC-IV (validation cohort). The study focused on patients diagnosed with liver cancer, identified by specific ICD codes. Four ML algorithms, …

Insights Into The Relevance Of Targeting Fibroblasts To Control Cancer, Viktoria Boeker, Raghu Kalluri

Faculty, Staff and Student Publications

Cancer-associated fibroblasts (CAFs) in the tumor microenvironment (TME) have garnered significant research attention in the last decade. As key stromal cells of the TME, studies have explored them as a potential target for controlling cancer. Using high-throughput technologies like single-cell RNA sequencing coupled with proteomics, the classification of different CAF subgroups reveals a complex system that varies by cancer type. Unraveling novel big data, potentially through AI platforms, will be key to identifying the role of CAFs in tumor progression and therapy escape mechanisms, enabling new therapies that manipulate CAFs to increase patients' survival. We summarize and discuss new developments …

Voices: Future Directions In Targeting The Tumor Microenvironment, Tanja De Gruijl, Catherine Sautès-Fridman, Daniela S Thommen, Michael A Curran

Faculty, Staff and Student Publications

What do you envision as the most promising future directions for therapeutic strategies aimed at modulating the tumor microenvironment?

Prognosis And Treatment Response Stratification According To Loss Of Proofreading (Lop), Giulia Maddalena, Fadl A Zeineddine, Saikat Chowdhury, Mohammad A Zeineddine, Abdelrahman M Yousef, Francesca Bergamo, Sara Lonardi, Timothy A Yap, Michael Geoffrey White, Michael J Overman, Scott Kopetz, John Paul Shen

Faculty, Staff and Student Publications

Background: Only a subset of polymerase epsilon (POLE) mutations is associated with hypermutant phenotype; we hypothesized that only loss-of-proofreading (LOP) POLE mutations are associated with favorable immunotherapy response.

Methods: This retrospective cohort study included a pan-cancer cohort of 69,223 patients from cBioPortal and a cohort of patients with 41 POLE mutant metastatic colorectal (CRC) treated with immunotherapy at the MD Anderson Cancer Center between January 2017 and May 2023. We evaluated prognosis according to POLE mutation functionality.

Results: In the pan-cancer cBioPortal cohort (n=69,223) POLE was mutated in 2.8% (1,965) of tumors; of these, only 7.5% (n=148) had …

Identification Of Therapeutic Targets For Renal Medullary Carcinoma Via Integrated Genomic And Transcriptomic Profiling, Pavlos Msaouel, Nizar M Tannir, Funda Meric-Bernstam, Jennifer M King, Martin H Voss, Jessica P Cheng, Susan S Thomas, Zita D Lim, Menuka Karki, Rong He, Giannicola Genovese, Rahul A Sheth, Davis R Ingram, Diana Shamsutdinova, Khalida M Wani, Wei-Lien Wang, Alexander J Lazar, Dominique Knipper-Davis, Amber Berlinski, Tayla Soares, Danil Stupichev, Kirill Kryukov, Suren Davitavyan, Anna Novokreshchenova, Dmitry Lebedev, Stanislav Kurpe, Andrey Kravets, Dmitrii Belousov, Michael Hensley, Alexander Bagaev, Francesca Paradiso, Vladimir Kushnarev

Faculty, Staff and Student Publications

Renal medullary carcinoma (RMC) is a rare but highly aggressive kidney cancer that resists conventional therapies. To identify therapeutic targets, this study employs histopathologic, genomic, and transcriptomic profiling of 25 RMC samples. TROP2, EPCAM, CLDN6, and CDH6 are significantly overexpressed compared with other renal and solid tumors. Pathway analyses indicate Hippo pathway upregulation and a tumor microenvironment rich in fibroblasts and neutrophils. We subsequently explore treatment of four heavily pretreated patients, all with high TROP2 expression, using sacituzumab govitecan, a TROP2-targeted antibody-drug conjugate. Of these four patients, one patient achieves a partial response with symptom improvement, two patients maintain stable …

Ertapenem As An Antibiotic Prophylaxis For Colectomies And Laparotomies: A Systematic Review, Stephanie Martinez Ugarte, Mokunfayo O Fajemisin, Beatriz Varman, Parker C Towns, Elias A Chamely, Renee W Green, William D Rieger, Susan H Wootton, Lillian S Kao

Library Staff Publications

Introduction: Given concerns for antibiotic resistance, broader spectrum antibiotic agents such as ertapenem are being used for pre-operative prophylaxis. We hypothesize that pre-operative ertapenem prior to laparotomies and colectomies is superior at decreasing surgical site infections (SSIs) compared with other widely used antibiotic agents.

Methods: Medline, Embase, the Cochrane Library, and Web of Science were queried for studies until February 02, 2025. Studies were excluded if they did not evaluate ertapenem as a pre-operative antibiotic prophylaxis in patients undergoing laparotomy or colectomy, the outcome was not SSIs, or it represented a review of prior publications. Three reviewers independently extracted relevant …

Ertapenem As An Antibiotic Prophylaxis For Colectomies And Laparotomies: A Systematic Review, Stephanie Martinez Ugarte, Mokunfayo O Fajemisin, Beatriz Varman, Parker C Towns, Elias A Chamely, Renee W Green, William D Rieger, Susan H Wootton, Lillian S Kao

Library Staff Publications

Introduction: Given concerns for antibiotic resistance, broader spectrum antibiotic agents such as ertapenem are being used for pre-operative prophylaxis. We hypothesize that pre-operative ertapenem prior to laparotomies and colectomies is superior at decreasing surgical site infections (SSIs) compared with other widely used antibiotic agents.

Methods: Medline, Embase, the Cochrane Library, and Web of Science were queried for studies until February 02, 2025. Studies were excluded if they did not evaluate ertapenem as a pre-operative antibiotic prophylaxis in patients undergoing laparotomy or colectomy, the outcome was not SSIs, or it represented a review of prior publications. Three reviewers independently extracted relevant …

Apathy Self-Awareness And Its Neural Correlates In Parkinson’S Disease, Hannah Conn, Hideo Suzuki, Zekai Jin, Ana Marin, Xi Zhu, Seonjoo Lee, Edward Huey, Ratko Radakovic, Sarah R Heilbronner, Nora Vanegas-Arroyave

Faculty, Staff and Students Publications

Apathy is a prevalent non-motor symptom in Parkinson's disease (PD) that negatively impacts quality of life. Impaired self-awareness of apathy (ISA-a) further impacts patient care by limiting engagement. While apathy has been associated with reduced fronto-striatal functional connectivity (FC), the neural basis of ISA-a remains unclear. We examined ISA-a in 52 individuals and the neural basis of ISA-a in 35 individuals with PD using a dimensional approach (i.e., initiation, executive, and emotional apathy) and resting-state fMRI (3T scanner). Apathetic PD patients (42%) showed poorer self-awareness than non-apathetic peers. Apathetic PD patients showed a trend towards reduced FC between the left …

Elastic Cytomatrix Dynamics Influences Metabolic Rate And Tumor Microenvironment Formation, Tattym E Shaiken, Tulendy T Nurkenov, Meruyert S Kurmanbayeva, David Y Graham

Faculty, Staff and Students Publications

In healthy cells, the cytomatrix mechanics utilize mitochondrial respiration to control cytosolic motion and fine-tune the chemical processes. In cancer, the cytosolic motion is energized by glycolytic fermentation (the Warburg effect), which provides additional energy to supply the needs of the cytomatrix. Here, we describe the physical and chemical processes of the integrated and cooperative cytomatrix cytoarchitecture, in which structure and function are inseparable. The extracellular matrix is interconnected with the intracellular cytomatrix and functions as two integrated elastic solid phases. This finding led us to propose mechanisms of tumor microenvironment formation resulting from the mutational burden, in which altered …

Be Faster Community Of Practice To Increase Rapid Initiation Of Antiretroviral Therapy In Houston, Texas: A Pre-Post Intervention Study, Naomi Sequeira, Bich N Dang, Melanie Goebel, Monisha Arya, Avishek Ghosh-Hajra, Kathryn Fergus, Shital M Patel

Faculty, Staff and Students Publications

Background: Rapid initiation of antiretroviral therapy (Rapid ART) is a key strategy of the Ending the HIV Epidemic (EHE) initiative. The Baylor College of Medicine Extension for Community Healthcare Outcomes (ECHO) Facilitating Antiretroviral Start Earlier (BE FASTER) program was developed to address this call-to-action. The program uses the ProjectECHO tele-mentoring model as an implementation tool in Harris County, a priority EHE jurisdiction. The authors present results on the acceptability and feasibility of the BE FASTER program.

Methods: Multidisciplinary health professionals from 5 Ryan White Part A funded agencies formed the community of practice. The BE FASTER program included 9 monthly …

Accounting For Population Structure In Genomic Prediction Of Strawberry Sweetness At A Global Scale, Mulusew Fikere, Jason D Zurn, Sujeet Verma, Iraida Amaya, Pilar Muñoz, José F Sánchez-Sevilla, Helen M Cockerton, Richard J Harrison, Lise L Mahoney, Thomas M Davis, James F Hancock, Chad E Finn, Megan M Mathey, Jodi Neal, Hian-Lien Ko, Vance M Whitaker, Nahla V Bassil, Craig Hardner

Faculty, Staff and Student Publications

Genomic prediction models that fit multiple environments globally are valuable tools for assessing cultivar performance across diverse and variable growing conditions. We analyzed 2,064 strawberry (Fragaria × ananassa) accessions genotyped with 12,591 SNP markers. Soluble solids content (SSC) was measured in multi-year trials conducted at seven locations spanning the U.S., Europe, and Australia. Population structure analysis grouped accessions into two major clusters corresponding to subtropical and temperate origins, which was confirmed by significant differences in allele frequency distributions. To improve prediction accuracy across environments, we developed factor analytic models focusing on genotype-by-environment interactions rather than covariance between sub-populations. We compared …