Biomedical Informatics Commons^™

Uncertainty-Guided Test-Time Optimization For Personalizing Segmentation Models In Longitudinal Medical Imaging, Jaehee Chun, Austin Castelo, Mckell Woodland, Caleb O'Connor, Mais Al Taie, Mohamed Eltaher, Aashish Gupta, Bilel Daoud, Shanli Ding, Jeddy Bennett, Anirban Maitra, Matthew A Firpo, Kimberly Kirkwood, Eugene J Koay, Kristy K Brock

Faculty, Staff and Student Publications

Background: Accurate and consistent image segmentation across longitudinal scans is essential in many clinical applications, including surveillance, treatment monitoring, and adaptive interventions. While personalized model adaptation using patient-specific prior scans has shown promise, current approaches typically rely on fixed training durations and lack mechanisms to determine optimal stopping points on a per-patient basis, particularly in the absence of validation labels.

Purpose: We propose an uncertainty-guided test-time optimization (TTO) framework that dynamically adjusts the personalization duration for each patient using a validation-free stopping criterion based on predictive uncertainty.

Methods: Our framework personalizes a generalized segmentation model using patient-specific prior imaging and …

Contralateral Breast Cancer After Radiotherapy And Hormone Therapy In Two Cohorts Of Us Breast Cancer Survivors, Lene H S Veiga, Gretchen L Gierach, Susan A Smith, Rebecca M Howell, Matthew M Mille, Monjoy Saha, Rochelle E Curtis, Cody Ramin, Clara Bodelon, Heather Spencer Feigelson, Erin J Aiello Bowles, Diana S M Buist, Sheila Weinmann, Jacqueline B Vo, Choonsik Lee, Amy Berrington De Gonzalez

Faculty, Staff and Student Publications

Background: Radiotherapy increases contralateral breast cancer risk, while hormone therapy reduces it; their combined effects are unclear.

Methods: Data from two US retrospective cohort studies of 5-year breast cancer survivors (stage I-III, ages 20-84), Kaiser Permanente (KP, 1990-2012) and SEER (1990-2013), were analysed. Contralateral breast radiation doses were estimated for the KP cohort. Multivariable Poisson regression estimated relative risks (RRs) and excess relative risks per Gray (ERR/Gy), stratified by hormone therapy use.

Results: KP cohort (n = 9053) included 353 contralateral breast cancer cases (73% ER+); SEER cohort (n = 244,834) included 10,470 cases (72% ER+). Among women with ER+ …

Host Modulation Therapy In Periodontitis: From Established Therapies To Emerging Technologies, Aonjittra Phanrungsuwan, Jiaqi Huang, Neeraja Dharmaraj, Alejandra Cobos Perez, Omid Veiseh, Simon Young, Chun-Teh Lee

Faculty, Staff and Student Publications

Periodontitis is a biofilm-induced chronic inflammatory disease, characterized by gingival inflammation and alveolar bone loss. According to a national survey, approximately half of the U.S. adults are affected by periodontal disease. To effectively prevent and treat periodontitis, it is essential to address its underlying causes. The primary etiological factors include polymicrobial synergy and dysbiosis of the oral microbiota, and a dysregulated immune response. The standard therapeutic approach, mechanical removal of biofilm through debridement, sometimes demonstrates limited efficacy, particularly in cases of severe periodontitis, which may require adjunctive or additional therapy. Emerging evidence indicates that periodontal tissue destruction is initiated by …

Surface Marker Identification To Capture Live Circulating Tumor Cells In Metastatic Triple-Negative Breast Cancer, Bree M Lege, Khushali J Patel, Brendan Panici, Ping Gong, Michael T Lewis, Matthew J Ellis, Chonghui Cheng

Faculty, Staff and Students Publications

Metastatic triple-negative breast cancer (TNBC) is highly aggressive and lacks targeted therapies. Circulating tumor cells (CTC) are invaluable for monitoring metastatic tumor progression and treatment response but are difficult to capture because of their rarity and heterogeneity. Surface-based staining for live CTCs is essential to preserve RNA quality in single cells, but current markers tend to perform poorly on more mesenchymal tumor cells such as TNBCs. To enhance live TNBC CTC detection, we developed a workflow for live CTC capture and single-cell RNA sequencing (scRNA-seq). Using a mouse model of metastatic TNBC, we identified four new CTC surface markers, AHNAK2, …

Multi-Omics To Study Chronic Respiratory Diseases And Viral Infections, Sobia Idrees, Hao Chen, Tayyaba Sadaf, Saima Firdous Rehman, Matt D Johansen, Keshav Raj Paudel, Gang Liu, Yuting Wang, Malte D Luecken, Elinor Hortle, Ashleigh S Philp, Kurtis F Budden, Matthew O'Rourke, Gerard E Kaiko, Sionne E M Lucas, Joanne L Dickinson, Peter C Allen, Joseph E Powell, Lai-Ying Zhang, Daniel C Chambers, Tamera Corte, Gaetano Caramori, Maor Sauler, Peter A Wark, Janine Gote-Schniering, Mareike Lehmann, Thomas M Conlon, Theodore S Kapellos, Ali Önder Yildirim, Rosa Faner, Shyamali C Dharmage, Craig E Wheelock, Maarten Van Den Berge, Martijn C Nawijn, Francesca Polverino, Gabrielle T Belz, Sanjay H Chotirmall, Leopoldo N Segal, Alen Faiz, Philip M Hansbro

Faculty, Staff and Students Publications

Integrating omics layers reveals complex biological systems, unveiling vital insights into chronic respiratory diseases and COVID-19. This holistic approach is crucial for developing more effective treatments and understanding intricate relationships. https://bit.ly/3VKFzJH

Lysine Demethylase 4a Is A Centrosome-Associated Protein Required For Centrosome Integrity And Genomic Stability, Pratim Chowdhury, Xiaoli Wang, Richard I Han, Manga Motrapu, Ashley G Boice, Yuya Nakatani, Sofia Vargas-Hernandez, Julia F Love, Claude Chew, Sandra L Grimm, Dereck Mezquita, Frank M Mason, Elisabeth D Martinez, Cristian Coarfa, Cheryl L Walker, Anna-Karin Gustavsson, Ruhee Dere

Faculty, Staff and Students Publications

Centrosomes play a fundamental role in nucleating and organizing microtubules in the cell and are vital for faithful chromosome segregation and maintenance of genomic stability. Loss of structural or functional integrity of centrosomes causes genomic instability and is a driver of oncogenesis. Here we identify lysine demethylase 4A (KDM4A), an epigenetic 'eraser' of chromatin methyl marks, as a centrosome-localized protein, visualized at the nanometer-scale resolution. We additionally uncovered that KDM4A demethylase enzymatic activity is required to maintain centrosome homeostasis and integrity; a previously unknown functionality unlinked to altered expression of genes regulating centrosome number. We find that KDM4A interacts with …

Amino Acids And Lean Mass Accretion In Preterm Neonates, Antonio C Ramos Dos Santos, Marta L Fiorotto, Teresa A Davis

Faculty, Staff and Students Publications

Purpose of review: This review evaluates recent evidence on how total protein and energy intake, amino acid composition, and nutrient delivery modality influence protein synthesis in preterm neonates, with the goal of informing nutritional strategies to support optimal lean mass accretion and growth.

Recent findings: Preterm neonates exhibit anabolic resistance to feeding due to impaired insulin and amino acid signaling in skeletal muscle. Enteral nutrition, especially fortified human milk, supports better lean mass accretion and neurodevelopment than parenteral nutrition. Intermittent bolus feeding and pulsatile leucine supplementation during continuous feeding further enhance mTORC1-dependent translation initiation signaling and protein synthesis efficiency in …

Alternative Polyadenylation Signatures Distinguish Maladaptive Right Ventricular Remodeling In Pulmonary Hypertension: Implications For Rna-Based Diagnostics And Therapeutics, Janani Subramaniam, Venkata Jonnakuti, Scott D Collum, Sandra Martineau, Kai-Lieh Huang, Sandra Breuils-Bonnet, Andrea L Frump, Bindu H Akkanti, Jayeshkumar A Patel, Manish K Patel, Ismael Salas De Armas, Isabella N Lefebvre, Rajko Radovancevic, Elvin Blanco, Eric J Wagner, Igor Gregoric, Sriram Nathan, Biswajit Kar, Steeve Provencher, Sebastien Bonnet, François Potus, Hari Krishna Yalamanchili, Harry Karmouty-Quintana

Faculty, Staff and Student Publications

Increased pulmonary vascular pressures due to vascular remodeling, elevated vascular resistance, and vasoconstriction characterize Pulmonary Arterial Hypertension (PAH). The narrowing of the pulmonary arteries and obstruction of blood flow increase the Right Ventricular (RV) afterload, forcing the RV to undergo structural and functional changes. While adaptive remodeling leads to RV compensation by maintaining function, maladaptive remodeling leads to RV decompensation, characterized by worsening function and eventual failure. At present, there is no effective treatment for these patients as therapies for left ventricular failure are ineffectual, and there are no therapies specifically targeting the RV. Therefore, there is a clear need …

Test-Retest Apparent Diffusion Coefficient Reproducibility In Head And Neck Cancer Using A 15-T Mr-Linac, Brigid A Mcdonald, Dina El-Habashy, Renjie He, Sam Mulder, Sarah Mirbahaeddin, Abdallah S R Mohamed, Sara Ahmed, Yao Ding, Jihong Wang, Stephen Y Lai, Alex Dresner, John Christodouleas, Clifton D Fuller

Faculty, Staff and Student Publications

Purpose

To evaluate the reproducibility of apparent diffusion coefficient (ADC) measurements in head and neck squamous cell carcinoma (HNSCC) using a 1.5-T MR-linac (MRI-guided linear accelerator) system.

Materials and Methods

In this retrospective study, conducted between February 2021 and January 2024, patients with HNSCC lesions underwent echo-planar imaging diffusion-weighted MRI on a 1.5-T MR-linac system at two time points before the start of radiation therapy. Mean and median ADC values and volumes were measured for each lesion. Absolute and percent reproducibility coefficients (RCs) were calculated. Linear regression analyses and F tests were performed to determine whether the lesion volume or …

Speeding Up Interval Estimation For R2-Based Mediation Effect Of High-Dimensional Mediators Via Cross-Fitting, Zhichao Xu, Chunlin Li, Sunyi Chi, Tianzhong Yang, Peng Wei

Faculty, Staff and Student Publications

Mediation analysis is a useful tool in investigating how molecular phenotypes such as gene expression mediate the effect of exposure on health outcomes. However, commonly used mean-based total mediation effect measures may suffer from cancellation of component-wise mediation effects in opposite directions in the presence of high-dimensional omics mediators. To overcome this limitation, we recently proposed a variance-based R-squared total mediation effect measure that relies on the computationally intensive nonparametric bootstrap for confidence interval estimation. In the work described herein, we formulated a more efficient two-stage, cross-fitted estimation procedure for the R2 measure. To avoid potential bias, we performed …

An Integrated Platform For Concurrent Structural And Single-Nucleotide Variants Improves Copy-Number Detection And Reveals Pathogenic Alleles In Undiagnosed Mendelian Families, Haowei Du, Ming Yin Lun, Lidiia Gagarina, Jesse D Bengtsson, Christopher M Grochowski, Michele G Mehaffey, James Paul Hwang, Shalini N Jhangiani, Sravya V Bhamidipati, Donna M Muzny, M Cecilia Poli, Sebastian Ochoa, Ivan K Chinn, Anna Lindstrand, Jennifer E Posey, Richard A Gibbs, Pengfei Liu, James R Lupski, Claudia M B Carvalho

Faculty, Staff and Students Publications

Background: Copy number variation (CNV) is a class of genomic structural variation (SV) that contributes to genomic disorders and can significantly impact health. Short-read genome sequencing (sr-GS) enables genome-wide SV calling which has been shown to increase diagnosis in unsolved rare disease families. The growing number of large sequencing cohort projects with sr-GS data available requires open free analytical tools that provide visualization of CNV and SV integrated calls associated with gene annotation, proband-parent trio analysis to enable prioritization of de novo variants, B-allele frequency (BAF) plots to support CNV calls, parent of origin assessment and mosaicism detection.

Methods: To …

Dcpr: A Deep Learning Framework For Circadian Phase Reconstruction, Xiao Han, Xiaochen Cen, Zhijin Li, Xiaobo Zhou, Zhiwei Ji

Faculty, Staff and Student Publications

Background: The circadian clock is an evolutionarily conserved system that orchestrates 24-h physiological rhythms through transcriptional and translational feedback loops. Mounting evidence suggests a bidirectional relationship between circadian rhythm alteration and disease progression, positioning the circadian clock as a potential therapeutic target. Due to the scarcity of high-resolution temporal omics data, it remains very challenging to elucidate the underlying regulatory mechanisms of the circadian system. As a practical alternative, public untimed transcriptomic datasets offer the potential to infer gene expression oscillations retrospectively. However, existing computational approaches for circadian phase estimation often suffer from limited predictive accuracy, reducing their ability to …

Batf2 Is A Glutamine-Responsive Tumour Suppressor Required For Type-I Interferon-Dependent Anti-Tumour Immunity, Wang Gong, Hülya F Taner, Yuesong Wu, Yumin He, Xingwu Zhou, Zaiye Li, Xin Hu, Charisse Ursin, Kala Chand Debnath, Kohei Okuyama, Qiang Hu, Christopher R Donnelly, Felipe Nör, Chamila D Perera, Emily Bellile, Arash Yunesi, Zhiqian Zhai, Mei Zhao, Wanqing Cheng, Zackary R Fitzsimonds, Luke Broses, Jiaqian Li, Shadmehr Demehri, Deepak Nagrath, Gregory T Wolf, Andrew G Sikora, Yanbao Yu, Haitao Wen, Lei Wei, Steven B Chinn, Jeffrey N Myers, Shizuo Akira, Yuying Xie, James J Moon, Yu Leo Lei

Faculty, Staff and Student Publications

Recent evidence highlights the significance of a new type of tumour suppressors, which are not frequently mutated but inhibited by metabolic cues in cancers. Here, we identify BATF2 as a tumour suppressor whose expression is epigenetically silenced by glutamine in Head and Neck Squamous Cell Carcinomas (HNSCC). BATF2 correlates with type-I interferon and Th1 signatures in human HNSCC, with correlation coefficients even stronger than those of the positive control, STING. The phosphorylation of BATF2 at serine 227 promotes the oligomerization of STING. BATF2 deficiency or high glutamine levels result in higher oxygen consumption rates and metabolic profiles unfavorable for …

A Spatiotemporal Model Of Cxcl10 As A Master Regulator Of Immune Evasion And Metastasis In Osteosarcoma, Benjamin B Gyau, Tsz-Kwong Man

Faculty, Staff and Students Publications

The C-X-C motif chemokine ligand 10 (CXCL10) is implicated in the progression of osteosarcoma (OS), the most aggressive pediatric bone malignancy. However, its role often presents a profound clinical paradox: although high circulating levels are strongly linked to poor prognosis, its canonical function is to recruit anti-tumor immune cells. This review unravels these contrasting roles by proposing a novel spatiotemporal model. We argue that in the early stages, immune-evading OS cells initiate the formation of a pre-metastatic niche (PMN) in the lungs, creating a localized inflammatory environment that becomes the primary source of elevated circulating CXCL10. As the disease progresses, …

Detection Of The Linac Jaw Face Angle Misalignment Using High Energy Electron Beam Symmetry, Song Gao, Andres Cibrian, Jared Ohrt, Peter Balter

Faculty, Staff and Student Publications

Purpose: To demonstrate the usage of a high energy electron beam symmetry measured at different collimator angles to detect jaws face angle misalignments on Varian TrueBeam linear accelerators (linac) during acceptance and commissioning processes.

Methods: During the linac acceptance, all beams were steered to a symmetric shape with the gantry and collimator at 0°. We noted that the symmetries of higher energies electrons (e.g., 16 MeV, 20 MeV) changed over 2% when measured with the collimator at 90° and/or 270° for two linacs commissioned within 5-months of each other. Misaligned applicators were ruled out as the cause of this issue. …

Sox11 Modulates Bcr Signaling Through The Pax5/Cd19 Axis For Therapeutic Targeting In Btk-Resistant Mantle Cell Lymphoma, Rudra Prasad Dutta, Heng-Huan Lee, Violetta V Leshchenko, Ravi Prakash Shukla, Fangfang Yan, Yang Liu, H Ümit Kaniskan, Xing Qiu, Jian Jin, Lapo Alinari, Michael Wang, Samir Parekh

Faculty, Staff and Student Publications

Mantle cell lymphoma (MCL) is an incurable subtype of B-cell non-Hodgkin lymphoma. Despite multiple approved Bruton tyrosine kinase inhibitors (BTKis), resistance to BTKi continues to pose a major clinical challenge. The transcription factor sex determining region Y-box 11 (SOX11) is expressed in most patients with MCL and is associated with poor outcomes. We have previously demonstrated SOX11-dependent B-cell receptor (BCR) signaling in transgenic models of MCL. Here, we report that SOX11 drives BCR signaling via the transcriptional activation of the PAX5/CD19 axis. The translational potential of these results is significant as single-cell RNA sequencing data show that SOX11 is overexpressed …

Perspectives On The Future Of The Profession Of Microbiology, Todd L Kelson, Heidi B Kaplan, Michelle Dziejman, Shilpa Gadwal, Irene Hulede, Jennifer Bennett, Roger Greenwell, Shelley Payne, Kyle Maclea, Eric Miller, Diana L Vullo, Rebecca Sparks-Thissen, Astral Bertolio, Jorge Cervantes

Faculty, Staff and Student Publications

The Profession of Microbiology (POM) embodies the bulk of the American Society for Microbiology (ASM) members and represents the career preparation arm of the ASM for academia, industry, and clinical lab professions. The ASM Council on Microbial Sciences hosted a virtual retreat in 2025 to identify the future of the POM. The retreat presentations centered on workforce development, professional development, innovations in technology, and interdisciplinary collaborations. Various aspects were identified, such as the need to prepare for careers in industry, as an important goal of future training. It was also clear that scientists, in all walks of life, need professional …

Pepquerymhc: Rapid And Comprehensive Tumor Antigen Prioritization From Immunopeptidomics Data, Seunghyuk Choi, Bing Zhang

Faculty, Staff and Students Publications

Determining tumor-specificity of MHC-bound peptides is crucial for cancer immunotherapy development, yet current methods struggle with class II peptides and non-reference sequences. We introduce PepQueryMHC, an ultra-fast tool that integrates MHC-bound peptide sequences with translated RNA-seq reads for efficient tumor antigen prioritization. We demonstrate its versatility in prioritizing class I and II tumor antigens, mapping the cellular origins of presented peptides, and resolving uncertainties surrounding the prevalence of proteasome-spliced peptides.

Eif3d And Eif3e Mediate Selective Translational Control Of Hypoxia That Can Be Inhibited By Small Molecules, Stephen C Purdy, Kate Matlin, Christopher Alderman, Amber Baldwin, Natasha Shrivastava, Goksu Sarioglu, Somnath Dutta, Kristofor J Webb, Arthur Wolin, Dillon P Boulton, Annika Gustafson, Jyoti Kapali, John D Landua, Michael T Lewis, M Cecilia Caino, James C Costello, William Old, Xiang Wang, Rui Zhao, Heide L Ford, Neelanjan Mukherjee

Faculty, Staff and Students Publications

Exposure to hypoxia is linked to increased cellular plasticity and enhanced metastasis, effects that are primarily attributed to the transcriptional activation of large gene programs downstream of hypoxia-inducible factors (HIFs). However, translational effects in hypoxia, which likely precede transcriptional effects, have remained largely unexplored. Using ribosome profiling, we uncovered a selective translational response in acute hypoxia that is eukaryotic initiation factor (eIF)3d/eIF3e dependent and controls downstream hypoxic responses, including HIF1α accumulation and cellular invasion. We further demonstrated that eIF3e copy number and eIF3e and eIF3d expression signatures are associated with worsened outcomes for patients with breast cancer. Finally, we identified …

Investigating Chronic Toxicity, Diet, Patient-Reported Outcomes And The Microbiome In Immunotherapy-Treated Metastatic Melanoma Survivors: A New Frontier, Margaux Robert, Satabdi Saha, Nazli Dizman, Michelle Rohlfs, Elizabeth Sirmans, Julie Simon, Rodabe N Amaria, Isabella C Glitza Oliva, Hussein A Tawbi, Michael A Davies, Alexandra Ikeguchi, Karen Basen-Engquist, Keri Schadler, Michael E Roth, Wenye Song, Xiaotao Zhang, Nadim J Ajami, Lorenzo Cohen, Jennifer A Wargo, Christine B Peterson, Jennifer L Mcquade, Carrie R Daniel

Faculty, Staff and Student Publications

Background/Objectives: Immune checkpoint blockade (ICB) therapies have significantly improved outcomes in metastatic melanoma. However, immune-related adverse events (irAEs) and persistent chronic toxicities (CTs) among this emerging survivor population likely influence different facets of quality of life. This study characterized CT, patient-reported outcomes (PROs), diet, physical activity and gut microbiome features in a cohort of long-term survivors with a history of ICB-treated metastatic melanoma.

Methods: Forty-eight patients with a history of metastatic melanoma who initiated ICB treatment at least 3 years earlier and were not currently on treatment were prospectively enrolled from a melanoma survivorship clinic. Participants completed screening …

Clair3-Rna: A Deep Learning-Based Small Variant Caller For Long-Read Rna Sequencing Data, Zhenxian Zheng, Xian Yu, Lei Chen, Yan-Lam Lee, Cheng Xin, Angel On Ki Wong, Miten Jain, Rupesh K Kesharwani, Fritz J Sedlazeck, Ruibang Luo

Faculty, Staff and Students Publications

Variant calling with long-read RNA sequencing (lrRNA-seq) helps to analyze full-length isoforms and gene expression but is complicated by high error rates, transcript diversity, RNA editing events, etc. Here, we propose Clair3-RNA, the first deep learning-based variant caller tailored for lrRNA-seq data. Building upon Clair series' pipelines, Clair3-RNA enhances lrRNA-seq variant calling using optimized techniques, such as uneven coverage normalization, refined training data, editing site discovery, and haplotype phasing to enhance performance. Clair3-RNA supports various platforms, including PacBio, ONT complementary DNA sequencing (cDNA), and ONT direct RNA sequencing (dRNA). Clair3-RNA achieved a ~ 91% SNP F1-score on the ONT platform …

Society For Immunotherapy Of Cancer: Standards For Reporting Of Multiplex Immunohistochemistry/Immunofluorescence Assays (Stormi), Sam Sater, Carlo B Bifulco, Jaime Rodriguez-Canales, Joe Yeong, Guray Akturk, Michael Angelo, Carmen Ballesteros-Merino, Peter Bankhead, Subham Basu, Jorge M Blando, Saska Brajkovic, Marco Cassano, Benjamin J Chen, Ahmet F Coskun, Tricia R Cottrell, Carlos E De Andrea, Robin H Edwards, Colt Egelston, Logan L Engle, Marc S Ernstoff, Rong Fan, Michael Feldman, Bernard A Fox, Jerome Galon, Robyn Gartrell, Sacha Gnjatic, Benjamin F Green, James L Gulley, Anne Hellebust, Stephen Hewitt, Travis J Hollmann, Lucas A Horn, William J Howat, Clifford C Hoyt, Shawn M Jensen, Arutha Kulasinghe, Wiem Lassoued, Steven Lott, James Mansfield, Sebastian Marwitz, George Netto, David B Page, Edwin Parra, David L Rimm, Scott J Rodig, Roberto Salgado, Denis Schapiro, Kurt A Schalper, Joel C Sunshine, Michael J Surace, Alexander S Szalay, Magdalena Thurin, Jose C Villasboas, Keith Wharton, Ignacio I Wistuba, Jennifer H Yearley, Yinyin Yuan, Geroge Zaki, James Ziai, Janis M Taube

Faculty, Staff and Student Publications

Multiplex immunofluorescence and immunohistochemistry (mIF/IHC) are increasingly employed antibody-based technologies that use tissue sparingly and facilitate the detection of co-localized or neighboring biomarkers. Specifically, these platforms enable spatial analyses of the tumor microenvironment as well as extended applications, for example, describing normal tissue anatomy, autoimmunity, infectious diseases, etc. mIF/IHC has greatly enhanced biomarker discovery efforts, and a growing number of studies suggest superiority to traditional IHC. Standardization of staining approaches, reporting of image analysis strategies and resultant data is critical for facilitating cross-study comparisons, validation, deployment, and generalization of findings. To address this challenge, The Society for Immunotherapy of Cancer …

Trait-Like Visual Cortical Hyperactivity In Trait Anxiety, Zhaohan Wu, Yuqi You, Joshua A Brown, Raymond J Dolan, Wen Li

Faculty, Staff and Student Publications

Sensory processing varies across individuals, with some traits-particularly sensory hypersensitivity to basic non-valenced stimuli-linked to emotional traits and psychiatric risk. Traditional accounts attribute this sensory-emotion linkage to limbic or prefrontal modulation, but empirical support is limited. Growing evidence suggests sensory cortex itself flexibly encodes value beyond labeled-line analysis. Across four high-density EEG experiments with multi-wave assessments, we identified reliable visual cortical hyperactivity in high trait anxiety. The effect emerged as early as 46 ms, localized to V1/V2, and was specific to the parvocellular pathway. It was reproducible across arousal states, stimulus valence, extended intervals, and paradigms, and evident for both …

Single-Nucleus Multiomics Reveals The Disrupted Regulatory Programs In Three Brain Regions Of Sporadic Early-Onset Alzheimer’S Disease, Andi Liu, Citu Citu, Nitesh Enduru, Xian Chen, Chia-Hao Tung, Tirthankar Sinha, Sofia E Sepulveda, Astrid M Manuel, Damian Gorski, Brisa S Fernandes, Meifang Yu, Paul E Schulz, Lukas M Simon, Claudio Soto, Zhongming Zhao

Faculty, Staff and Student Publications

Sporadic early-onset Alzheimer’s disease (sEOAD) represents a substantial but less-studied subtype of Alzheimer’s disease (AD). Here, we generated a single-nucleus multiome atlas derived from the postmortem prefrontal cortex, entorhinal cortex, and hippocampus of nine individuals with or without sEOAD. Comprehensive analyses were conducted to delineate cell type–specific transcriptomic changes and linked candidate cis-regulatory elements (cCREs) across brain regions. We prioritized eight conservative transcription factors in glial cells in multiple brain regions, including RFX4 in astrocytes and IKZF1 in microglia, which are implicated in regulating sEOAD-associated genes. Moreover, we identified the top 25 altered intercellular signaling between glial cells …

Vesicle-Mediated Mitochondrial Clearance Presents An Actionable Metabolic Vulnerability In Triple-Negative Breast Cancer, Jody Vykoukal, Yihui Chen, Mingxin Zuo, Riccardo Ballarò, Monica J Hong, Hansini Krishna, Daniela B Rodriquez-Perera, Hiroyuki Katayama, Ehsan Irajizad, Ranran Wu, Ricardo A León-Letelier, Jennifer B Dennison, Angelica M Gutierrez, Adriana Paulucci-Holthauzen, Timothy C Thompson, Leona Rusling, Yining Cai, Fu Chung Hsiao, Soyoung Park, Banu Arun, Samir Hanash, Johannes F Fahrmann

Faculty, Staff and Student Publications

Selective autophagy of mitochondria is known to promote cancer cell survival and progression, including in triple-negative breast cancer (TNBC). Here, we apply an integrated multi-omics approach together with functional experimental analyses to investigate metabolic adaptations that support mitochondrial quality control in TNBC. We detail a mitochondrial quality control mechanism, complementary to mitophagy, that is enabled by a program of heightened extracellular sphingomyelin salvaging in TNBC coupled with extracellular vesicle-mediated intracellular clearance of mitochondrial damage. Targeting of this onco-metabolic pathway via repurposing of eliglustat, a selective small molecule inhibitor of glucosylceramide synthase, results in ceramide-mediated compensatory mitophagy and cancer cell death …

Accurate Imputation Of Pathway-Specific Gene Expression In Spatial Transcriptomics With Pasta, Ruoxing Li, Peng Yang, Mauro Di Pilato, Jianjun Zhang, Christopher R Flowers, Lulu Shang, Ziyi Li

Faculty, Staff and Student Publications

Mapping the entire transcriptome at single-cell resolution under its natural spatial context is essential for investigating the oncogenesis and progression of diseases. The recently emerged targeted in-situ technologies retain the spatial organization of cells at high resolution, although they remain limited in the number of genes that can be simultaneously measured. To overcome this obstacle, numerous computational methods have been developed to predict unmeasured gene expression in spatial transcriptomics data by leveraging scRNA-seq data. Most of these methods focus on the expression of individual genes and usually generate highly variable predictions. In this study, we introduce PASTA (PAthway-oriented Spatial gene …

Lung Adenocarcinoma Surfaceome Remodeling With Egfr Inhibitors Uncovers Placental Alkaline Phosphatase As A Target For Combination Therapy, Yihui Chen, Rongzhang Dou, Monica J Hong, Hanwen Xu, Jody Vykoukal, Ricardo A León-Letelier, Yining Cai, Soyoung Park, Ehsan Irajizad, Fu Chung Hsiao, Jennifer B Dennison, Edwin J Ostrin, Johannes F Fahrmann, Hiroyuki Katayama, Samir M Hanash

Faculty, Staff and Student Publications

Treatment of lung adenocarcinomas (LUADs) that exhibit activated epidermal growth factor receptor (EGFR) with EGFR tyrosine kinase inhibitors (TKIs) has limited efficacy. Assessment of the impact of EGFR TKI on the LUAD surfaceome remodeling reveals potential therapeutic targets. We identify placental type alkaline phosphatase (ALPP), which has restricted expression in normal tissues, among upregulated surface proteins following EGFR TKI treatment of both TKI sensitive as well as resistant cells. EGF treatment represses ALPP expression, whereas EGFR TKIs upregulate its expression through dephosphorylation and activation of FoxO3a, a transcriptional regulator that binds to the promoter region of ALPP. The combination of …

Targeting Kinesin Family Member 20a Sensitizes Stem-Like Triple-Negative Breast Cancer Cells To Standard Chemotherapy, Yayoi Adachi, Weilong Chen, Cheng Zhang, Tao Wang, Nina Gildor, Rachel Shi, Haoyong Fu, Masashi Takeda, Qian Liang, Fangzhou Zhao, Hongyi Liu, Jun Fang, Jin Zhou, Hongwei Yao, Lianxin Hu, Shina Li, Lei Guo, Lin Xu, Ling Xie, Xian Chen, Chengheng Liao, Qing Zhang

Faculty, Staff and Student Publications

Triple-negative breast cancer (TNBC), being both aggressive and highly lethal, poses a major clinical challenge in terms of treatment. Its heterogeneity and lack of hormone receptors or HER2 expression further restrict the availability of targeted therapy. Breast cancer stem cells (BCSCs), known to fuel TNBC malignancy, are now being exploited as a vulnerability for TNBC treatment. Here, we dissected the transcriptome of BCSCs and identified kinesin family member 20A (KIF20A) as a key regulator of BCSC survival and TNBC tumorigenesis. Genetic depletion or pharmacological inhibition of KIF20A impairs BCSC viability and tumor initiation and development in vitro and in vivo. …

Itpr1 Autoantibody-Associated Autoimmunity As A Cause Of Newly Emerging Cognitive Decline Mimicking Alzheimer's Disease: Case Report And Brief Review Of The Literature, Nicolas Kunath, Hermod Arne Bollandsås Ramfjord, Elisabeth Volden Kvisvik, Marton Konyves-Kolonics, Gøril Rolfseng Grøntvedt, Irina I Serysheva, Lars Komorowski, Brigitte Wildemann, Sven Jarius

Faculty, Staff and Student Publications

Background: Since its first description in 2014, anti-inositol 1,4,5-trisphosphate receptor type 1 (ITPR1, also termed IP3R1) autoimmunity has been recognized as causing a clinically heterogeneous spectrum of symptoms. While first described in patients with autoimmune cerebellar ataxia, this facultative paraneoplastic disease has been associated also with peripheral neuropathy, dysautonomia, sleep disorders, neuropsychiatric/psychotic symptoms, and cognitive decline.

Methods: Retrospective case study.

Results: We report the case of a 58-year-old patient who was admitted with acute confusion, rapidly progressive cognitive decline, and hallucinations. A history of mild cognitive impairment over several years and low cerebrospinal fluid (CSF) amyloid beta-42 and elevated CSF …

Facts And Hopes Of Chimeric Antigen Receptor-Redirected Nk T Cells, Amy N Courtney, Xin Zhou, Gengwen Tian, Ying Wang, Leonid S Metelitsa, Gianpietro Dotti

Faculty, Staff and Students Publications

Chimeric antigen receptor (CAR)-engineered invariant NK T cells (CAR-NKT) are a novel cell platform for cancer immunotherapy. Unlike conventional T cells, NKTs are characterized by innate antitumor properties, minimal alloreactivity, and a unique ability to modulate the tumor microenvironment. This article provides a comprehensive overview of preclinical and early clinical studies evaluating CAR-NKTs in both autologous and allogeneic clinical settings. We discuss the contributions of CAR signaling domains, cytokine coexpression, and other functional measures that correlate with CAR-NKT persistence, function, and metabolic fitness. We also discuss the critical role of immunocompetent animal models in elucidating the interactions of CAR-NKTs with …