Digital Commons Network^™

Fusobacterium Sphaericum Sp Nov, Isolated From A Human Colon Tumor Adheres To Colonic Epithelial Cells And Induces Il-8 Secretion, Martha A Zepeda-Rivera, Yannick Eisele, Alexander Baryiames, Hanrui Wu, Claudia Mengoni, Gianmarco Piccinno, Elsa F Mcmahon, Kaitlyn D Lacourse, Dakota S Jones, Hans Hauner, Samuel S Minot, Nicola Segata, Floyd E Dewhirst, Christopher D Johnston, Susan Bullman

Faculty, Staff and Student Publications

Cancerous tissue is a largely unexplored microbial niche that provides a unique environment for the colonization and growth of specific bacterial communities, and with it, the opportunity to identify novel bacterial species. Here, we report distinct features of a novel Fusobacterium species, F. sphaericum sp. nov. (Fs), isolated from primary colon adenocarcinoma tissue. We acquire the complete closed genome and associated methylome of this organism and phylogenetically confirm its classification into the Fusobacterium genus, with F. perfoetens as its closest neighbor. Fs is phenotypically and genetically distinct, with morphological analysis revealing its coccoid shape, that while similar to …

A Review Of Engraftment Assessments Following Fecal Microbiota Transplant, Chloe Herman, Bridget M Barker, Thais F Bartelli, Vidhi Chandra, Rosa Krajmalnik-Brown, Mary Jewell, Le Li, Chen Liao, Florencia Mcallister, Khemlal Nirmalkar, Joao B Xavier, J Gregory Caporaso

Faculty, Staff and Student Publications

Fecal Microbiota Transplant (FMT) is a treatment for recurrent Clostridium difficile infections and is being explored for other clinical applications, from alleviating digestive and neurological disorders, to restoring microbiomes impacted by cancer treatment. Quantifying the extent of engraftment following an FMT is important in understanding a recipient's response to treatment. Engraftment and clinical response need to be investigated independently to evaluate an FMT's role (or lack thereof) in achieving a clinical response. Standardized bioinformatics methodologies for quantifying engraftment extent would not only improve assessment and understanding of FMT outcomes, but also facilitate comparison of FMT results and protocols across studies. …

Privacy-By-Design: Case Studies In Interactive Record Linkage Using A Hybrid Human-Computer System, Hye-Chung Kum, Eric Ragan, Mahin Ramezani, Gurudev Ilangovan, Theodoros Giannouchos, Qinbo Li, Adam D'Souza, Elmer V Bernstam, Jeffrey R Curtis, Alva O Ferdinand, Cason Schmit

Faculty, Staff and Student Publications

Objective: High-quality patient matching from several sources without a common identifier (ID) requires interactive record linkage (RL) using a hybrid human-computer system. MiNDFIRL (MInimum Necessary Disclosure For Interactive Record Linkage) is a hybrid prototype software system that facilitates maximizing linkage accuracy while minimizing information disclosure. We present and evaluate MiNDFIRL using two real-world case studies.

Materials and methods: Two user studies were conducted linking 10,000 data pairs from EHR data and 18,240 unique patient IDs from patient generated data. After automated RL, manual review was conducted by three teams of four reviewers (12 total) using MiNDFIRL to resolve potential matches …

Secretory Iga Dysfunction Underlies Poor Prognosis In Fusobacterium-Infected Colorectal Cancer, Ilseok Choi, Kyung-A Kim, Sang Cheol Kim, Donghwan Park, Ki Taek Nam, Jun Hyung Cha, Seungbyn Baek, Junha Cha, Hye-Yeong Jo, Minsun Jung, Melody Y Zeng, Irina Matei, Susan Bullman, Joong Bae Ahn, Yoon Dae Han, Han Sang Kim, Insuk Lee

Faculty, Staff and Student Publications

Fusobacterium nucleatum (Fn) is commonly enriched in colorectal cancer (CRC) and associated with poor outcomes, though its mechanisms remain unclear. Our study investigated how Fn affects the tumor microenvironment through single-cell transcriptomic analyses of 42 CRC patient tissues, comparing Fn-positive and Fn-negative tumors. We discovered that Fn impairs IgA plasma cell development and secretory IgA (sIgA) production by disrupting communication with tumor-associated macrophages. Additional experiments in germ-free mice, together with our re-analysis of a publicly available single-cell RNA-seq data set from a CRC mouse model with an intact gut microbiome–both models having been orally gavaged with Fn–jointly validated the causal …

Smags-Lasso: A Novel Feature Selection Method For Sensitivity Maximization In Early Cancer Detection, Hamid Khoshfekr Rudsari, Sara Khorami-Sarvestani, Johannes F Fahrmann, James P Long, Samir Hanash, Kim-Anh Do, Ehsan Irajizad

Faculty, Staff and Student Publications

Background: Sensitivity and specificity are foundational metrics for cancer detection tools. However, most machine learning algorithms prioritize overall accuracy during optimization, which fails to align with clinical priorities of early detection. We aim to develop a feature selection machine learning algorithm while maximizing sensitivity at a given specificity.

Methods: We developed SMAGS-LASSO, a machine learning algorithm that combines our developed Sensitivity Maximization at a Given Specificity (SMAGS) framework with L1 regularization for feature selection. This approach simultaneously optimizes sensitivity at user-defined specificity thresholds while performing feature selection. SMAGS-LASSO utilizes a custom loss function with L1 regularization and multiple parallel optimization …

A Prognostic Classification System For Extent Of Resection In Idh-Mutant Grade 2 Glioma: An International, Multicentre, Retrospective Cohort Study With External Validation By The Rano Resect Group, Philipp Karschnia, Jacob S Young, Maarten M J Wijnenga, Tommaso Sciortino, Nico Teske, Alba Corell, Arthur Wagner, Gilbert Youssef, Yae Won Park, Levin Häni, Stephanie T Jünger, Antonio Dono, Felix Ehret, Eduardo E Mendoza Mireles, Nicolas Neidert, Francesco Bruno, Chad A Tuchek, Thijs Van Der Vaart, Marco Rossi, Marco Conti Nibali, Lorenzo Gay, Alfred Gramelt, Nitin Tandon, Sung Soo Ahn, Jong Hee Chang, Michael Weller, Arnaud J P E Vincent, Roland Goldbrunner, Daniel P Cahill, Raymond Y Huang, Andreas Raabe, Bernhard Meyer, Juergen Beck, Annette M Molinaro, Susan M Chang, Michael A Vogelbaum, Roberta Rudà, Einar O Vik-Mo, Jorg Dietrich, Yoshua Esquenazi, Stefan J Grau, Patrick Y Wen, Asgeir S Jakola, Oliver Schnell, Lorenzo Bello, Martin J Van Den Bent, Shawn Hervey-Jumper, Mitchel S Berger, Joerg-Christian Tonn

Faculty, Staff and Student Publications

Background: The efficacy of resection in IDH-mutant grade 2 gliomas remain controversial since terminology for the extent of resection has been inconsistently applied across studies. We aimed to establish a standardised classification for the extent of resection and assess the association between supramaximal resection and survival across molecular subtypes.

Methods: In this international, multicentre, retrospective study, patients aged 18 years and older with newly diagnosed grade 2 IDH-mutant glioma were identified from institutional databases across 16 centres in the USA, Europe, and Asia between between Sept 1, 1993, and May 10, 2024. We used Cox proportional hazard regressions to analyse …

Peripheral Blood Gene Expression Profiling And Prognostic Significance For The Course Of Interstitial Lung Disease In Patients With Systemic Sclerosis, Shervin Assassi, Christopher P Denton, Matthias Zwick, Ramona Schmid, Carina Ittrich, Tobias Litzenburger, Sudha Visvanathan

Faculty, Staff and Student Publications

Objective: We used data from the placebo arm of the Safety and Efficacy of Nintedanib in Systemic Sclerosis (SENSCIS) trial to determine the prognostic/predictive significance of peripheral blood cell (PBC) transcript modules for the course of forced vital capacity (FVC) in patients with systemic sclerosis-associated interstitial lung disease (SSc-ILD) with and without mycophenolate mofetil (MMF) treatment.

Methods: Patients had SSc-ILD with first non-Raynaud symptom within 7 years. MMF treatment was permitted if taken at a stable dose for ≥6 months. PBC RNA samples were taken at baseline. Global RNA sequencing was performed, followed by a modular analysis using 62 curated …

Breakwater Phase Iii: Results For Encorafenib And Cetuximab Plus Mfolfox6 In First-Line Braf V600e-Mutant Metastatic Colorectal Cancer, Scott Kopetz, Josep Tabernero, Elena Élez

Faculty, Staff and Student Publications

The BREAKWATER Phase III study investigated encorafenib and cetuximab plus mFOLFOX6 versus chemotherapy with or without bevacizumab for the treatment of patients with previously untreated BRAF V600E – mutant metastatic colorectal cancer. The study showed significantly improved objective response rate by blinded independent central review, and significantly longer progression-free survival by blinded independent central review and overall survival in patients treated with first-line encorafenib and cetuximab plus mFOLFOX6 compared with chemotherapy with or without bevacizumab. The safety profiles were consistent with those known for each agent. These results led to the approval of encorafenib and cetuximab plus mFOLFOX6 for the …

Benzodioxane-Benzamides Targeting Bacterial Cell Division Protein Ftsz Potentially Disrupt Slma-Mediated Nucleoid Occlusion And Reversible Biomolecular Condensation, Marta Sobrinos-Sanguino, Inés Barros-Medina, Lorenzo Suigo, Alessia Lanzini, Ermanno Valoti, William Margolin, Valentina Straniero, Begoña Monterroso, Silvia Zorrilla

Faculty, Staff and Student Publications

New strategies are urgently needed against antimicrobial resistance, a major health threat, and the different mechanisms regulating the bacterial cell division machinery offer multiple opportunities for developing novel therapeutics. FtsZ, an essential protein of this process, is targeted by multiple small molecules, and benzodioxane-benzamides (BDOBs) are among the most potent inhibitors in several bacterial species. BDOBs mechanisms are however poorly understood, particularly their impact on FtsZ's interplay with partners and ability to assemble phase-separated biomolecular condensates potentially involved in stress sensing. We show that certain BDOBs shielded FtsZ against depolymerization induced by the nucleoprotein complexes of SlmA, which inhibit Z-ring …

Molecular And Immunological Features Associated With Long-Term Benefits In Metastatic Nsclc Patients Undergoing Immune Checkpoint Blockade, Pedro Rocha, Rafael Bach, Laura Masfarré, Sharia Hernandez, Nil Navarro-Gorro, Adrià Rossell, Xavier Villanueva, Mario Giner, Ignacio Sanchéz, Miguel Galindo, Raúl Del Rey-Vergara, Albert Iñañez, Beatriz Sanchéz-Espiridion, Wei Lu, Ariadna Acedo-Terrades, Pau Berenguer-Molins, Albert Sánchez-Font, Roberto Chalela, Victor Curull, Álvaro Taus, Max Hardy-Werbin, Mark Sausen, Andrew Georgiadis, James White, Jennifer B Jackson, Laura Moliner, Sergi Clavé, Beatriz Bellosillo, Ana Rovira, Ignacio Wistuba, Luisa M Solis Soto, Júlia Perera-Bel, Edurne Arriola

Faculty, Staff and Student Publications

Introduction: Immunotherapy is firmly established as a treatment regimen in various solid tumors, driven by its exceptional benefits in a selected group of patients. Despite widespread adoption of immune checkpoint blockade (ICB) across diverse solid tumors, the quest for a clinically informative biomarker for long-term benefit remains unmet.

Methods: A total of 49 patients with metastatic NSCLC treated with ICB were included. Long-term (LTR) and short-term responders (STR) were defined as those with a response to ICB lasting more than 24 months or less than 6 months, respectively. Longitudinal blood specimens were collected before ICB treatment initiation and early-on treatment. …

Caspase 3-Specific Cleavage Of Ubiquitin-Specific Peptidase 48 Enhances Drug-Induced Apoptosis In Aml, Zhanglin Zhang, Xiang Lin, Yaling Yang, Xuemei Wang, Yi Wang, Xianbao Huang, Miao Hong, Wei Gao, Hua He, M James You, Yi Yang, Guangyao Kong

Faculty, Staff and Student Publications

Dysfunction or dysregulation of deubiquitination is closely related to the initiation and development of multiple cancers. Targeted regulation of deubiquitination has been recognized as an important strategy in tumor therapy. However, the mechanism by which drugs regulate deubiquitinase is not clear. Here, we identified ubiquitin-specific peptidase 48 (USP48), a member of the ubiquitin-specific protease family highly expressed in various tumors, as a specific substrate for the activated caspase-3. During drug induced apoptosis of AML cells, activated caspase-3 cleaves USP48 through recognizing the conservative motif DEQD located at 611-614 sites of human USP48. Subsequent analysis showed that the cleavage USP48 N-terminal …

Impact Of Peripheral Circadian Misalignment And Alcohol On The Resiliency Of Intestinal Barrier And Microbiota, Laura Tran, Maliha Shaikh, Phillip A Engen, Ankur Naqib, Dulce M Frausto, Vivian Ramirez, Malia Gasteier, Zlata Bogin, Kristi Lawrence, Lijuan Zhang, Shiwen Song, Stefan J Green, Faraz Bishehsari, Christopher B Forsyth, Ali Keshavarzian, Garth R Swanson

Faculty, Staff and Student Publications

Circadian organization is involved in many gastrointestinal tract (GIT) functions such as the maintenance of intestinal barrier integrity. There is compelling evidence that perturbation of the circadian clock decreases intestinal epithelial cells' resiliency to alcohol-induced injury. One of the most common causes of circadian misalignment is wrong-time eating (largest meal at dinner) in modern societies. Yet, few studies have examined the importance of peripheral circadian rhythms of the GIT to alcohol consumption. Eating patterns during physiologic rest time, defined as wrong-time eating (WTE), misalign the peripheral circadian clock of the GIT and the body's central clock. This study aims to …

Knowledge Mapping And Visualized Analysis Of Research Progress In Onconephrology: A Bibliometric Analysis, Yiwei Wang, Shuling Fan, Wei Wang

Faculty, Staff and Student Publications

Objectives: Onconephrology is an expanding subspecialty focused on the management of cancer patients with renal injury. This study used a comprehensive bibliometric analysis to emphasize the need for cooperation between oncologists and nephrologists, exploring current trends and future research areas in onconephrology.

Methods: Relevant literature on onconephrology published between 1 January 2000 and 27 April 2024 was retrieved from the Science Citation Index Expanded of the Web of Science Core Collection, followed by manual screening. Bibliometric analyses were performed using CiteSpace, VOSviewer, and Bibliometrix software.

Results: A total of 1,853 publications, including 1,647 articles and 206 reviews, by 11,606 authors …

Statistical Innovations In Clinical Trial Design With A Focus On Drug Combinations, Factorials, And Other Multiple Therapy Issues, Donald A Berry

Faculty, Staff and Student Publications

Statistical methods in clinical research tend to become entrenched. Innovations threaten the status quo. The "right way" becomes frozen in lore. This is so even when the "right way" is not best. "Statistical significance" and the associated requirement of "high power" is an example. This attitude is an impediment to efficient design. Willingness to address some design issues with moderate power enables building highly informative and highly efficient clinical trials. This article considers several types of clinical trials, including dose-finding, combinations, and factorial designs. Bayesian adaptive methods are used to show that trials can be made more efficient and more …

Meniscal Repair In The Setting Of Revision Anterior Cruciate Ligament Reconstruction: 6-Year Follow-Up Results From The Mars Cohort, Jake A Fox, Laura J Huston, Amanda K Haas, Jacquelyn S Pennings, Christina R Allen, Daniel E Cooper, Thomas M Deberardino, Warren R Dunn, Brett Brick A Lantz, Kurt P Spindler, Michael J Stuart, Annunziato Ned Amendola, Christopher C Annunziata, Robert A Arciero, Bernard R Bach, Champ L Baker, Arthur R Bartolozzi, Keith M Baumgarten, Jeffrey H Berg, Geoffrey A Bernas, Stephen F Brockmeier, Robert H Brophy, Charles A Bush-Joseph, J Brad Butler V, James L Carey, James E Carpenter, Brian J Cole, Jonathan M Cooper, Charles L Cox, R Alexander Creighton, Tal S David, David C Flanigan, Robert W Frederick, Theodore J Ganley, Charles J Gatt, Steven R Gecha, James Robert Giffin, Sharon L Hame, Jo A Hannafin, Christopher D Harner, Norman Lindsay Harris, Keith S Hechtman, Elliott B Hershman, Rudolf G Hoellrich, David C Johnson, Timothy S Johnson, Morgan H Jones, Christopher C Kaeding, Ganesh V Kamath, Thomas E Klootwyk, Bruce A Levy, C Benjamin Ma, G Peter Maiers, Robert G Marx, Matthew J Matava, Gregory M Mathien, David R Mcallister, Eric C Mccarty, Robert G Mccormack, Bruce S Miller, Carl W Nissen, Daniel F O'Neill, Brett D Owens, Richard D Parker, Mark L Purnell, Arun J Ramappa, Michael A Rauh, Arthur C Rettig, Jon K Sekiya, Kevin G Shea, Orrin H Sherman, James R Slauterbeck, Matthew V Smith, Jeffrey T Spang, Col Ret Steven J Svoboda, Timothy N Taft, Joachim J Tenuta, Edwin M Tingstad, Armando F Vidal, Darius G Viskontas, Richard A White, James S Williams, Michelle L Wolcott, Brian R Wolf, James J York, Rick W Wright

Faculty, Staff and Student Publications

Background: Meniscal preservation has been demonstrated to contribute to long-term knee health and has been a successful intervention in isolation and in patients with anterior cruciate ligament reconstruction (ACLR). The long-term results of meniscal repair in the setting of revision ACLR have yet to be documented.

Purpose: To report the incidence of meniscal repair failures at the 6-year follow-up in a cohort of patients who underwent concurrent revision ACLR and primary meniscal repair.

Study design: Prospective cohort study; Level of evidence, 2.

Methods: All revision ACLRs with concomitant primary meniscal repair cases from a multicenter group between 2006 and 2011 …

Tubulin Regulates Stability And Localization Of Stmn2 By Binding Preferentially To Its Soluble Form, Xiang Deng, Gary A Bradshaw, Marian Kalocsay, Timothy Mitchison

Faculty, Staff and Student Publications

The small, tubulin-binding protein STMN2 is highly expressed in neurons and is implicated in amyotrophic lateral sclerosis. STMN2 degrades rapidly and accumulates at axotomy sites, suggesting fast turnover is crucial for its neuroprotective function. We show that STMN2 was primarily degraded by the ubiquitin-proteasome system. Its membrane-targeting N-terminal domain promoted fast turnover, whereas its tubulin-binding domain promoted stabilization. Proximity labeling and imaging showed that tubulin binding reduced STMN2 targeting to trans-Golgi network membranes. Pull-down assays showed that tubulin binds preferentially to soluble over membrane-bound STMN2. Our observations suggest that STMN2 interconverts between a soluble, tubulin-bound form and a membrane-bound, tubulin-free …

Neighborhood-Level Social Vulnerability, Race And Ethnicity, And Stage At Diagnosis: A Population-Based Study Of 12,957 Patients With Oral Cavity Cancer, Guillermo A Tortolero, Erich M Sturgis, Jose-Miguel Yamal, Melissa F Peskin, Cici Bauer, Caitlin C Murphy

Faculty, Staff and Student Publications

Background: Oral cavity cancer (OCC) is marked by racial and ethnic disparities. We examined these differences in OCC stage at diagnosis and whether neighborhood-level social vulnerability, a measure of susceptibility to hardship at the census-tract level, modifies disparities.

Methods: We identified adults newly diagnosed with OCC (1995 to 2020) from the Texas Cancer Registry. We estimated the association between stage at diagnosis and race and ethnicity using logistic regression and assessed effect modification by neighborhood-level social vulnerability.

Results: The sample included 12,957 reported OCC cases, 77% non-Hispanic White, 6% non-Hispanic Black, and 14% Hispanic patients, and 47.4% late stage at …

Differential Microrna Profiling Of Blood L1cam And Bulk Extracellular Vesicles In Bipolar Disorder, Gabriel R Fries, Salahudeen Mirza, Jun Wang, Camila N C Lima, Wei Zhang, Marcela Carbajal Tamez, Giselli Scaini, Jair C Soares, Joao Quevedo

Faculty, Staff and Student Publications

Objective: This preliminary study aimed to identify microRNA (miRNA) signatures associated with bipolar disorder (BD) by profiling blood-derived extracellular vesicles (EVs) of both putative neuronal origin and from all sources.

Method: In two parallel studies of individuals with BD and controls (CON), we characterized miRNA expression profiles of blood EVs selected for L1CAM, a putative marker of neuronal origin (n = 20 BD/20 CON), as well as bulk EVs (n = 21 BD/20 CON). For each study, analyses identified miRNAs differentially expressed between groups, followed by functional interrogation and testing for associations with clinical features.

Results: Results of …

Stage- And Smoking-Associated Microrna Expression In Lung Adenocarcinoma, Min Huang, Yimin Ge, Huiqin Chen, Caimiao Wei, David Cogdell, Cristina Ivan, Meng Chen, Wei Zhang, George A Calin, Ming Guo

Faculty, Staff and Student Publications

Background: Altered expression of microRNAs (miRNAs) is implicated in lung carcinogenesis, but little research has investigated the association of miRNA alterations with lung cancer stage or smoking status. To identify such alterations in lung adenocarcinoma, we conducted miRNA profiling.

Methods: Lung adenocarcinoma specimens and paired nonneoplastic lung tissues from 58 patients who had received no preoperative therapy and underwent tumor resection from 1991 to 2006 were collected from tumor tissue banks. Thirty (52%) of the tumors were stage I and 28 (48%) stage II or higher. Twenty-five (43%) patients were nonsmokers and 33 (57%) were smokers. To identify miRNAs of …

Real-World First-Line Outcomes Of Alectinib And Brigatinib In Anaplastic Lymphoma Kinase-Positive Non-Small Cell Lung Cancer: A Nationwide South Korean Cohort Study Using The Health Insurance Review And Assessment Data, Hee Jun Kim, Eunyoung Angela Lee, Jin-Hee Park, Hyun Woo Lee

Faculty, Staff and Student Publications

Background: Lung cancer remains the leading cause of cancer-related mortality worldwide. Anaplastic lymphoma kinase (ALK)-positive non-small cell lung cancer (NSCLC) presents unique clinical challenges, including frequent central nervous system (CNS) metastases. At present, comparative real-world data on ALK inhibitors remain limited. This study aimed to compare real-world progression-free survival (PFS) and overall survival (OS) among patients with ALK-positive NSCLC treated with first-line alectinib or brigatinib using nationwide South Korean data.

Methods: This retrospective cohort study analyzed anonymized data from South Korea's Health Insurance Review and Assessment Service, covering January 2007 to December 2023. Patients diagnosed with ALK-positive NSCLC (ICD-10: C34x) …

Early Determination Of The Dorsal-Ventral Axis In Endochondral Ossification In Mice, Sixun Wu, Hirotaka Matsumoto, Jumpei Morita, Mina Yamabe, Azumi Noguchi, Shinsuke Ohba, Noriaki Ono, Yuki Matsushita

Faculty, Staff and Student Publications

Endochondral ossification is a highly coordinated process involving distinct progenitor cell populations within the mesenchymal condensation and subsequent cartilage anlage and perichondrium, all of which drive skeletal formation. Cell-type specific lineage tracing conducted to understand fetal bone development has revealed various fates of early skeletal cells. However, the underlying continuous and precise cellular dynamics of fetal skeletal cells, particularly along the dorsoventral axis, remain unclear. Here, we show that spatiotemporally specific skeletal progenitor cells in the early developmental stage contribute to the dorsal-ventral axis in a manner that is strictly determined during initial developmental stages. Lineage-tracing experiments using Fgfr3-creER and …

Recombination Suppression Drives Expansion Of The Drosophila Dot Chromosome, Timothy J Stanek, Wilson Leung, Christopher D Shaffer, Ishtar Olaveja, Annabelle Laughlin, Jaquelyn Hester, Darwin Garrido, Emily K Oh, Maria Volski, Nistha Panda, Mia Mo, Ethan Cordes, Martin Dalling, Kacie Kershaw, Malcolm Arnott, Stephen Daly, Silvia Garcia Valenzuela, Paige Thompson, Kayla L Hastert, Destiny Sabb, Kathryn Karpinski, Meher Naaz Arora, Nicholas Rius, Larissa Lobello, Sebastian Jaramillo, Omkar Sonavane, Alice Herrmann, Laura K Reed, Sarah C R Elgin, Cindy Arrigo, Christopher E Ellison

Faculty, Staff and Student Publications

Genome size varies widely, even among closely related species, yet much less is known about chromosome size variation. Here we use the fourth chromosome of Drosophila, also known as the "Muller F element" or "dot chromosome", as a model to investigate chromosome-specific size expansion. The F element of most Drosophila species is small (∼1.3 Mb) and almost entirely heterochromatic, yet harbors approximately 80 protein-coding genes. Here, we study D. kikkawai, D. takahashii, D. ananassae, and D. bipectinata, whose F elements are 2- to 15-fold larger in size compared to D. melanogaster. Through manual gene curation and comparative genomic analysis, we …

Outcomes After Flow Diversion For Ruptured Blood Blister-Like And Dissecting Aneurysms: A Single-Center Series, William W Wroe, Hussein A Zeineddine, Si Y Yu, Bridger H Freeman, Richard S Cook, Charles M Christensen, Peng Roc Chen, Sunil A Sheth, Spiros L Blackburn

Faculty, Staff and Student Publications

Background

Flow diverter (FD) use has become a popular method for treating intracranial aneurysms, but evidence in acutely ruptured blood blister-like and dissecting morphologies is limited. Furthermore, there is little evidence regarding the role of short-term follow-up imaging to assess aneurysm stability. This study is a single-center retrospective review of dissecting aneurysms treated by FD, with an analysis of short-term follow-up angiograms to guide post-treatment management.

Methods

Our single-center retrospective review included all patients from 2016 to 2024 with spontaneous subarachnoid hemorrhage from blood blister-like and dissecting aneurysms who underwent treatment with an FD. Outcomes included re-rupture, treatment failure, re-treatment, …

Developmental Stage-Dependent Transcriptomic Responses To Neonatal Intraventricular Hemorrhage, Elizabeth Wallace-Anthony, Miriam Zamorano, Hemendra J Vekaria, Braden B Oldham, Kiara P Umpornpun, Scott D Olson, Stefano Berto, Brandon A Miller

Faculty, Staff and Student Publications

Neonatal intraventricular hemorrhage (IVH) is a major complication of preterm birth, yet how developmental stage influences the brain's response to injury remains unclear. We performed single-nucleus RNA sequencing on rat brains 24 h after IVH at postnatal day 2 (PND2) or day 5 (PND5) to define transcriptional responses across cell types. We identified 42 distinct cell populations and found that PND5 brains exhibited a markedly stronger immune and inflammatory response to IVH, with a threefold increase in differentially expressed genes compared to PND2. Microglia were the most perturbed cell type at both stages, showing increased oxidative stress and polarization toward …

Benchmarking Dna Foundation Models For Genomic And Genetic Tasks, Haonan Feng, Lang Wu, Bingxin Zhao, Chad Huff, Jianjun Zhang, Jia Wu, Lifeng Lin, Peng Wei, Chong Wu

Faculty, Staff and Student Publications

The rapid evolution of DNA foundation models promises to revolutionize genomics, yet comprehensive evaluations are lacking. Here, we present a comprehensive, unbiased benchmark of five models (DNABERT-2, Nucleotide Transformer V2, HyenaDNA, Caduceus-Ph, and GROVER) across diverse genomic and genetic tasks including sequence classification, gene expression prediction, variant effect quantification, and topologically associating domain (TAD) region recognition, using zero-shot embeddings. Our analysis reveals that mean token embedding consistently and significantly improves sequence classification performance, outperforming other pooling strategies. Model performance varies among tasks and datasets; while general purpose DNA foundation models showed competitive performance in pathogenic variant identification, they were less …

Radiologist-Validated Automatic Lumbar T1-Weighted Spinal Mri Segmentation Tool Via An Attention U-Net Algorithm, Aryan Kalluvila, Ethan Wang, Michael C Hurley, Colbey Freeman, Jason M Johnson

Faculty, Staff and Student Publications

Background/Objectives: Spinal MRI segmentation has become increasingly important with the prevalence of disc herniation and vertebral injuries. Artificial intelligence can help orthopedic surgeons and radiologists automate the process of segmentation. Currently, there are few tools for T1-weighted spinal MRI segmentation, with most focusing on T2-weighted imaging. This paper focuses on creating an automatic lumbar spinal MRI segmentation tool for T1-weighted images using deep learning.

Methods: An Attention U-Net was employed as the main algorithm because the architecture has shown success in other segmentation applications. Segmentation loss functions were compared, focusing on the difference between BCE and MSE loss. Two board-certified …

Feasibility And Acceptability Of An Implementation Strategy To Enhance Use Of Classroom-Based Physical Activity Approaches In Elementary Schools: A Mixed Methods Study, Timothy J Walker, Derek W Craig, Christopher D Pfledderer, Matthew Lee, Kempson Onadeko, Emma E Saving, John B Bartholomew, Maria E Fernández

Faculty, Staff and Student Publications

Background: Classroom-based approaches are an evidence-based way to improve children's physical activity; however, they are inconsistently implemented in schools. We developed MAGIC (Movement for Academic Growth In Classrooms), a multifaceted implementation strategy that consists of leadership training, teacher training, and a monthly newsletter to improve use of classroom-based physical activity approaches. The purpose of this study is to examine the feasibility and acceptability of MAGIC among elementary school teachers and leaders.

Methods: We used an embedded, convergent mixed methods design. We provided the MAGIC implementation strategy to a partner elementary school. We then administered surveys to teachers to quantitatively examine …

Developing Ehealth Interventions To Improve Diabetes Management In Emerging Adulthood: Qualitative Formative Study, April Idalski Carcone, Deepika Baskar, Aishah Mahmood, Karen Macdonell, Susan Eggly, Samiran Ghosh, Colleen Buggs-Saxton, Steven J Ondersma, Deborah A Ellis

Faculty, Staff and Student Publications

Background: Emerging adulthood is a high-risk period during which many with type 1 diabetes demonstrate suboptimal diabetes management and glycemic control. There is a need for effective, scalable interventions designed specifically for this population. Technology-based approaches are readily accessible to this age group. Furthermore, interventions consistent with self-determination theory-which posits that the fulfillment of psychological needs for autonomy, self-efficacy, and relatedness promotes intrinsic motivation for change-may resonate well with emerging adults' developmental needs for establishing independence and autonomy, and growing their social network.

Objective: This study aimed to enhance the potential relevance, sustainability, and efficacy of 3 self-determination theory-informed mobile …

Met Overexpression Is Associated With Superior Immunotherapy Benefit In Advanced Non-Small Cell Lung Cancer, Hui Li, Lingzhi Hong, Pedro Rocha, Rafael Bach, Luisa M Solis Soto, Waree Rinsurongkawong, Bingnan Zhang, Haniel A Araujo, Yasir Y Elamin, Mehmet Altan, Claudio A Arrechedera, Jianling Zhou, Khaja B Khan, Wei Lu, Elliana Young, Carl M Gay, Tina Cascone, Lauren A Byers, Ferdinandos Skoulidis, George Blumenschein, Frank V Fossella, Anne Tsao, Marcelo V Negrao, Natalie Vokes, Jia Wu, Hai T Tran, Ignacio I Wistuba, J Jack Lee, Don L Gibbons, Ara A Vaporciyan, John V Heymach, Xiuning Le, Jianjun Zhang

Faculty, Staff and Student Publications

Background/objectives: MET overexpression is common in non-small cell lung cancer (NSCLC). The correlation between MET overexpression and immune checkpoint inhibitor (ICI) efficacy in NSCLC is underexplored.

Methods: In this retrospective observational cohort study, we curated a dataset of 279 stage IV NSCLC patients who received ICI treatment and had MET expression assessed by CLIA-certified immunohistochemistry (IHC) assay. MET expression was graded on a scale from 0 to 3+, with overexpression defined as 2+ or 3+. Clinicopathological features associated with MET expression were assessed using logistic regression. Overall survival (OS) and progression-free survival (PFS) were evaluated via Kaplan-Meier analysis and the …

Improving Diagnostic Accuracy In Preoperative Glioma Classification: Performance Of Knowledge-Enhanced Large Language Models Compared With Radiologists, Shuang Li, Xin Fang, Yuqi Jin, Yujiao Deng, Wei Hu, Bing Wu, Xiaobo Zhou, Guotai Wang, Kang Li, Qiang Yue

Faculty, Staff and Student Publications

Accurate preoperative MRI classification of gliomas is essential but challenging due to complex radiological features and inter-observer variability. This study evaluated three large language models (LLMs) for VASARI-based glioma classification compared to radiologist interpretations. We retrospectively analyzed 150 histopathologically confirmed gliomas (43 circumscribed astrocytic, 53 high-grade diffuse, 54 low-grade diffuse gliomas) using standardized MRI protocols. Three radiologists extracted VASARI features, while three LLMs (GPT-4, Claude3.5-Sonnet, Claude3.0-Opus) analyzed these features using standard input-output or knowledge-enhanced prompting incorporating diagnostic guidelines. Knowledge-enhanced prompting consistently outperformed standard prompting, improving diagnostic consistency (intra-model agreement: Sonnet κ = 0.91, Opus κ = 0.92, GPT-4 κ = …