Biomedical Informatics Commons^™

Inhibition Of Bmper Mitigates Pulmonary Hypertension By Modulating Lrp1-Yap Interaction In Smooth Muscle Cells, Hua Mao, Claire M Li, Bing Sun, Christopher S Ward, Alan R Waich-Cohen, Ivan O Rosas, Howard J Huang, Harry Karmouty-Quintana, Liang Xie, Lavannya M Pandit, Xinchun Pi

Faculty, Staff and Students Publications

Background: BMPER (bone morphogenetic protein-binding endothelial regulator) is a secreted protein that is highly expressed in endothelial cells. It regulates the BMP (bone morphogenetic protein) pathway during vascular development and adulthood. Mutations in the BMP pathway are recognized as risk factors for pulmonary arterial hypertension group 1 pulmonary hypertension (PH). However, the roles of BMPER in pulmonary arterial hypertension remain unknown.

Methods: We assessed BMPER expression in Group 1 pulmonary arterial hypertension patient samples and examined its role in vascular remodeling using in vivo and in vitro approaches.

Results: BMPER level was elevated in pulmonary arterial hypertension lungs and significantly …

Predictors Of Response To Emergent Therapies In Paediatric Immune Thrombocytopenia, Candelaria O'Farrell, Taylor M Luckie, Matthew J Willis, Susan E Kirk, Brandon R Lucari, Michael E Scheurer, Xiaotian Gao, Amanda B Grimes

Faculty, Staff and Students Publications

Emergent therapies (ET), which include intravenous immunoglobulin (IVIG), corticosteroids and intravenous anti‐Rho(D) immunoglobulin, are used to treat acute episodes of bleeding in children with immune thrombocytopenia (ITP). There are currently no known biomarkers or clinical features predictive of treatment response to any specific ET. Thus, the treatment of ITP remains largely trial and error, exposing patients to potentially ineffective medications, which are often expensive and associated with adverse effects. We therefore sought to identify the predictors of treatment response through comparison of clinical characteristics in paediatric patients with ITP responsive to ET versus those non‐responsive to ET. We identified high …

Apol2 Stabilizes Ku80 To Confer Nhej-Mediated Radioresistance In Gastric Cancer, Dan Zu, Qimei Bao, Hanyi He, Yuke Zhong, Mingcong Deng, Yangchan Hu, Chunkai Zhang, Chen Liang, Yixing Huang, Haidong Liu, Xiao Li, Yanhua He, Guoyan Luo, Weixin Wu, Fenghui Guan, Shengfeng Xu, Min Liu, Albino Bacolla, Ji Jing, Yian Du, John A Tainer, Yin Shi, Zu Ye, Xiangdong Cheng

Faculty, Staff and Student Publications

Radiotherapy is one of the most important adjuvant treatment methods for gastric cancer (GC). However, radioresistance remains a major clinical obstacle. In this study, APOL2 is identified as a key player in promoting non-homologous end joining (NHEJ)-mediated double-strand break (DSB) repair and enhancing radioresistance in GC. Bioinformatics and clinical data revealed that high APOL2 expression is correlated with poor prognosis in GC patients. Functional experiments showed that APOL2 overexpression enhances genomic stability by accelerating DSB repair via the NHEJ pathway, while APOL2 knockout impairs repair capacity. Mechanistically, APOL2 binds to and stabilizes Ku80 by enhancing USP7-mediated deubiquitylation, thereby increasing Ku80 …

Genome Sequencing Reveals The Impact Of Pseudoexons In Rare Genetic Disease, Georgia Pitsava, Megan Hawley, Light Auriga, Ivan De Dios, Arthur Ko, Sofia Marmolejos, Miguel Almalvez, Ingrid Chen, Kaylee Scozzaro, Jianhua Zhao, Rebekah Barrick, Nicholas Ah Mew, Vincent A Fusaro, Jonathan Lotempio, Matthew Taylor, Luisa Mestroni, Sharon Graw, Dianna Milewicz, Dongchuan Guo, David R Murdock, Kinga M Bujakowska, Changrui Xiao, Emmanuèle C Délot, Seth I Berger, Eric Vilain

Faculty, Staff and Student Publications

Purpose: Advancements in sequencing technologies have significantly improved clinical genetic testing; yet, the diagnostic yield remains around 30% to 40%. Emerging technologies are now being deployed to address the remaining diagnostic gap.

Methods: We tested whether short-read genome sequencing could increase the diagnostic yield in individuals enrolled into the UCI-GREGoR research study, who had suspected Mendelian conditions and prior inconclusive testing. Two other collaborative research cohorts, focused on aortopathy and dilated cardiomyopathy, consisted of individuals who were undiagnosed but had not undergone harmonized prior testing.

Results: We sequenced 353 families (754 participants) and found a molecular diagnosis in 54 (15.3%) …

Restricting Metabolic Plasticity Enhances Stress Adaptation Through The Modulation Of Pdh And Hif1a In Trap1-Depleted Colon Cancer, Hong-Yuan Tsai, Miao-Hsueh Chen, Jihye Yun, Lisa A Lai, John F Valentine, Mary P Bronner, Teresa A Brentnall, Sheng Pan, Ru Chen

Faculty, Staff and Student Publications

Metabolic plasticity allows cancer cells to survive under adverse conditions. To investigate the role of mitochondrial chaperone tumor necrosis factor receptor-associated protein 1 (TRAP1) in this process, we used CRISPR/Cas9 mediated genetic deletion to knock out (KO) TRAP1 in colon cancer cells. Depletion of TRAP1 triggered a series of events: induced metabolic reprogramming, increased glycolytic flux, downregulation of mitochondrial complex I, and elevated ROS generation. TRAP1-deficient cells showed tolerance to Oxidative Phosphorylation (OXPHOS) inhibitors and exhibited a higher extracellular acidification rate (ECAR). Additionally, TRAP1 depletion activated hypoxia response elements (HREs) and upregulated HIF1A target genes such as GLUT1 and MCT1. …

The Efficacy Of Longevity Interventions In Caenorhabditis Elegans Is Determined By The Early Life Activity Of Rna Splicing Factors, Sneha Dutta, Maria Camila Perez Matos, Caroline Heintz, Ayse Sena Mutlu, Mary Piper, Meeta Mistry, Arpit Sharma, Christopher S Morrow, Hannah Smith, Porsha Howell, Rohan Sehgal, Anne Lanjuin, Meng C Wang, William B Mair

Faculty, Staff and Students Publications

Geroscience aims to target the aging process to extend healthspan. However, even isogenic individuals show heterogeneity in natural aging rate and responsiveness to pro-longevity interventions, limiting translational potential. Using RNAseq analysis of young, isogenic, subpopulations of Caenorhabditis elegans selected solely on the basis of the splicing pattern of an in vivo minigene reporter that is predictive of future life expectancy, we find a strong correlation in young animals between predicted life span and alternative splicing of mRNAs related to lipid metabolism. The activity of two RNA splicing factors, Reversed Polarity-1 (REPO-1) and Splicing Factor 1 (SFA-1), early in life is …

Coco-St Detects Global And Local Biological Structures In Spatial Transcriptomics Datasets, Muhammad Aminu, Bo Zhu, Natalie Vokes, Hong Chen, Lingzhi Hong, Jianrong Li, Junya Fujimoto, Mehdi Chaib, Yuqiu Yang, Bo Wang, Alissa Poteete, Monique B Nilsson, Xiuning Le, Tina Cascone, David Jaffray, Nicholas Navin, Tao Wang, Lauren A Byers, Don L Gibbons, John Heymach, Ken Chen, Chao Cheng, Jianjun Zhang, Jia Wu

Faculty, Staff and Students Publications

Spatial domain detection methods often focus on high-variance structures, such as tumour-adjacent regions with sharp gene expression changes, while missing low-variance structures with subtle gene expression shifts, like those between adjacent normal and early adenoma regions. Here, to address this, we introduce ‘compare and contrast spatial transcriptomics’ (CoCo-ST), a graph contrastive feature representation framework. By comparing a target sample with a background sample, CoCo-ST detects both high-variance, broadly shared structures and low-variance, tissue-specific features. It offers technical advantages, including multisample integration, batch-effect correction and scalability across technologies from spot-level Visium data to single-cell Xenium Prime 5K and subcellular Visium HD …

The Ifit2-Ifit3 Antiviral Complex Targets Short 5′ Untranslated Regions On Viral Mrnas For Translation Inhibition, Dustin R Glasner, Candace Todd, Brian Cook, Agustina D'Urso, Shivani Khosla, Elena Estrada, Jaxon D Wagner, Mason D Bartels, Chuan-Tien Hung, Pierce Ford, Jordan Prych, Kathryn S Hatch, Brian A Yee, Kaori M Ego, Qishan Liang, Sarah R Holland, James Brett Case, Kevin D Corbett, Michael S Diamond, Benhur Lee, Gene W Yeo, Mark A Herzik, Eric L Van Nostrand, Matthew D Daugherty

Faculty, Staff and Students Publications

Recognition of foreign RNA is critical for the innate immune response to viruses. Interferon (IFN)-induced proteins with tetratricopeptide repeats (IFIT) 2 and 3 are highly upregulated following viral infection, but mechanistic insight into their antiviral role is lacking. Here we demonstrate that short 5' untranslated regions (UTRs), a characteristic of many viral mRNAs, can serve as a molecular pattern for innate immune recognition via IFIT2 and IFIT3. Structure determination of the IFIT2-IFIT3 complex at 3.2 Å using cryo-EM reveals a domain-swapped heterodimer that is required for recognition of the viral mRNA 5' end, translation inhibition and antiviral activity. Critically, viral …

Safety And Efficacy Of Liver-Directed Radiotherapy After Chemoimmunotherapy For Advanced Cholangiocarcinoma: An Early Report From A Large Tertiary Cancer Center, Abdulmoiz Asif, Abdulmoid Asif, Michael K Rooney, Enoch Chang, Felicity Namayanja, Kimana Quentin, Sunyoung Lee, Ian Hu, Vincent Bernard, Prajnan Das, Emma B Holiday, Sonal Noticewala, Grace L Smith, Albert C Koong, Ethan B Ludmir, Milind Javle, Lianchun Xiao, Eugene J Koay

Faculty, Staff and Student Publications

BACKGROUND: Recent randomized controlled trials have established chemoimmunotherapy as the standard of care for patients with advanced biliary cancers with a median overall survival (OS) of about thirteen months. No data exist to demonstrate the safety and efficacy of liver-directed radiotherapy (RT) for extrahepatic and intrahepatic cholangiocarcinoma (CCA) in the era of chemoimmunotherapy. The purpose of this study is to report our early experience treating patients with CCA using RT and chemoimmunotherapy.

METHODS: Twenty-eight patients with CCA who received chemoimmunotherapy sequentially and/or concurrently with RT were retrospectively analyzed. The median biologic equivalent dose (BED) of RT was 84.0 [interquartile range …

Erratum To <[Transplant Cell Ther 2023 Jul;29(7):438e1-438e16 Epub 2023 Mar 9]>, Melissa R Hines, Tristan E Knight, Kevin O Mcnerney, Mark B Leick, Tania Jain, Sairah Ahmed, Matthew J Frigault, Joshua A Hill, Michael D Jain, William T Johnson, Yi Lin, Kris M Mahadeo, Gabriela M Maron, Rebecca A Marsh, Sattva S Neelapu, Sarah Nikiforow, Amanda K Ombrello, Nirav N Shah, Aimee C Talleur, David Turicek, Anant Vatsayan, Sandy W Wong, Marcela V Maus, Krishna V Komanduri, Nancy Berliner, Jan-Inge Henter, Miguel-Angel Perales, Noelle V Frey, David T Teachey, Matthew J Frank, Nirali N Shah

Faculty, Staff and Student Publications

No abstract provided.

Final Analysis Of The Resonate-2 Study: Up To 10 Years Of Follow-Up Of First-Line Ibrutinib Treatment For Cll/Sll, Jan A Burger, Paul M Barr, Tadeusz Robak, Carolyn Owen, Alessandra Tedeschi, Anita Sarma, Piers E M Patten, Sebastian Grosicki, Helen Mccarthy, Fritz Offner, Edith Szafer-Glusman, Cathy Zhou, Anita Szoke, Lynne Neumayr, James P Dean, Paolo Ghia, Thomas J Kipps

Faculty, Staff and Student Publications

With up to 10 years of follow-up, we report results from the final analysis of RESONATE- 2, a phase 3 study of first-line ibrutinib vs chlorambucil for the treatment of chronic lymphocytic leukemia/small lymphocytic lymphoma (CLL/SLL). Patients aged ≥65 years with previously untreated CLL/SLL without del(17p) were randomly assigned to receive either single-agent ibrutinib (420 mg/d; n = 136) or chlorambucil (0.5-0.8 mg/kg; ≤12 cycles; n = 133). With a median follow-up of 9.6 years in the ibrutinib arm, the median progression-free survival (PFS) was 8.9 years (95% confidence interval [CI], 7.0 to not estimable [NE]) vs 1.3 years (95% …

Insights Into Spheroid Formation: Interaction Of Ovarian Cancer Cells With Macrophage Populations In The Tumor Microenvironment, Simone Pisano, Yajaira Sofia Jimenez, Paul Rees, Jing Xiao, Deyarina Gonzalez, Robert Steven Conlan, Bruna Corradetti

Faculty, Staff and Students Publications

Background: Treating advanced ovarian cancer (OC) is challenging due to the immunosuppressive tumor microenvironment. This study investigates tumor-immune cell interactions using organotypic spheroid models that simulate the in vivo microenvironment.

Methods: A dual-model spheroid system was established combining serous adenocarcinoma SKOV-3 cells with monocytes, pro-inflammatory (MΦ1) or anti-inflammatory (MΦ2) macrophages, or their derived exosomes (EXOs). In Model A, immune cells or EXOs were co-seeded with tumor cells to replicate early heterotypic aggregation. In Model B, immune cells or EXOs were introduced 24 h post-spheroid formation to simulate immune infiltration into established spheroids. Spheroid morphology was quantified by diameter and circularity, …

Nuclear Poly(A)-Binding Protein And Nucleolin Utilize Their Rna Recognition Motifs To Read Par Chains, Leilei Shi, Morgan Dasovich, John R Horton, Hongrui Liu, Qiansheng Zhan, Swarnalatha Manickavinayaham, Collene R Jeter, Isaiah J Mixon, Nicholas M Zehrbach, Charles A Ishak, Je-Hyun Yoon, Xiaodong Cheng, Anthony K L Leung, Mark T Bedford

Faculty, Staff and Student Publications

Poly(ADP-ribosyl)ation (PARylation) is a post-translational modification mediated by ADP-ribosyltransferases, known as PARPs, which attach ADP-ribose units onto proteins, forming negatively charged multimeric chains. This modification relaxes chromatin at DNA damage sites, facilitating repair machinery access. Additionally, PAR polymers serve as docking platforms for effector proteins, termed PAR "readers", commonly involved in DNA repair. The recruitment of these proteins is mediated through conserved protein domains, including RNA recognition motifs (RRMs). Using an array of hundreds of recombinant RNA-binding domains, we systematically examined RRM interactions with PAR chains of varying lengths. Despite their chemical similarity to RNA, only a small subset of …

Epac2 Deficiency Compromises Adaptation To Dietary Acidification By Decreasing H+ Transport In The Renal Nephron, Kyrylo Pyrshev, Anna Atamanchuk, Wenli Yang, Mariya Kordysh, Fang Mei, Oleg Zaika, Xiaodong Cheng, Oleh Pochynyuk

Faculty, Staff and Student Publications

Kidneys are central in maintaining acid-base homeostasis by recovering filtered bicarbonate (HCO3-) in the proximal tubule and by secreting H+ in the collecting duct. Here, we demonstrate a critical role of the exchange protein directly activated by cAMP (Epac) signaling, and particularly the Epac2, in governing renal adaptation to dietary acid load. RNAseq analysis of the renal cortical area revealed that Epac1&2 deficiency was associated with changes in gene profile seen in acidosis. Renal expression of Epac2 but not Epac1 was enhanced by acid load. Epac2-/- mice developed a pronounced metabolic acidosis due to the inability to acidify urine in …

Long-Term Results From The Agile Study Of Azacitidine Plus Ivosidenib Vs Placebo In Newly Diagnosed Idh1-Mutated Aml, Pau Montesinos, Dylan M Marchione, Christian Recher, Michael Heuser, Susana Vives, Ewa Zarzycka, Jianxiang Wang, Marta Riva, Rodrigo T Calado, Andre C Schuh, Su-Peng Yeh, Adriana E Tron, Jianan Hui, Diego A Gianolio, Sung Choe, Prapti Patel, Stéphane De Botton, Courtney D Dinardo, Hartmut Döhner

Faculty, Staff and Student Publications

In the phase 3 AGILE study, after a 12.4-month median follow-up, ivosidenib, a mutant isocitrate dehydrogenase 1 (IDH1) inhibitor, combined with azacitidine significantly improved event-free survival, overall survival (OS), and complete remission rates compared with placebo-azacitidine in patients with newly diagnosed IDH1-mutated acute myeloid leukemia (AML), who were unfit for intensive chemotherapy. This post hoc analysis reports long-term follow-up results from AGILE after a median follow-up of 28.6 months. Overall, 148 patients were randomized to receive ivosidenib-azacitidine (n = 73) or placebo-azacitidine (n = 75). Median OS was significantly longer with ivosidenib (29.3 months; 95% confidence interval …

Comparative Analysis Of Targeted Rna-Seq And Optical Genome Mapping For Detecting Gene Rearrangements In Acute Leukemia, Chi Young Ok, Guilin Tang, Sanam Loghavi, Shimin Hu, Qing Wei, Andres E Quesada, Mark J Routbort, Rashmi Kanagal-Shamanna, C Cameron Yin, Iman Sarami, Sofia Garces, Nitin K Agarwal, Raja Luthra, Hong Fang, Fatima Zahra Jelloul, Julian Bryan, L Jeffrey Medeiros, Keyur P Patel, Gokce A Toruner

Faculty, Staff and Student Publications

Background/Objectives: Gene rearrangements involving oncogenes are major drivers in acute leukemia, influencing disease classification, prognosis, and therapeutic decision-making. Targeted RNA sequencing (RNA-Seq) panels capable of detecting intergenic and intragenic fusions across multiple genes are increasingly used in diagnostic settings. However, comparative evaluation with orthogonal technologies remains limited.

Material and Methods: We compared the performance of a 108-gene anchored multiplex PCR (AMP)-based RNA-Seq panel with that of Optical Genome Mapping (OGM) in 467 acute leukemia cases. The cohort included 360 cases of acute myeloid leukemia (AML), 89 B-lymphoblastic leukemia (B-ALL), 12 T-lymphoblastic leukemia (T-ALL), and 6 cases of mixed phenotype …

Pharmacological Profiling In Cll Patients During Pirtobrutinib Therapy And Disease Progression, Shady I Tantawy, Burcu Aslan, Ganiraju Manyam, Lakesla R Iles, Natalia Timofeeva, Neetu Singh, Nitin Jain, Alessandra Ferrajoli, Philip A Thompson, Keyur P Patel, Sai Prasad Desikan, William G Wierda, Varsha Gandhi

Faculty, Staff and Student Publications

No abstract provided.

Pediatric Vs Adult Invasive Aspergillosis In Cancer And Hematopoietic Transplant Patients: Insights From A Matched Cohort At A Tertiary Cancer Center, Saliba Wehbe, Ramia Zakhour, Ray Hachem, Ying Jiang, Hiba Dagher, Roseen Salman, Anne-Marie Chaftari, Issam I Raad

Faculty, Staff and Student Publications

Background: Invasive aspergillosis (IA) is a life-threatening infection in immunocompromised patients, including those with hematologic malignancies and hematopoietic stem cell transplants. While adult IA has been well characterized, data on pediatric populations remain limited, and potential age-related differences are often overlooked in current management guidelines.

Methods: We conducted a retrospective matched cohort study at a tertiary cancer center, evaluating IA cases diagnosed over a 31-year period. Pediatric patients (≤18 years) with proven or probable IA were matched 1:3 with adult IA cases based on year of diagnosis, underlying disease, and history of hematopoietic cell transplantation. We compared demographics, clinical presentation, …

Thrombi From Stroke Due To Cardioembolic Etiology Have Higher Cd11b-Positive Cells Compared To Large Artery Atherosclerosis, Carson Finger, Gomana Emara, Gabriel S Chiu, Kelly Li, Sunil Sheth, Chunfeng Tan, Maria Parekh, Mehmet Enes Inam, Deepa Dongarwar, Bharti Manwani

Faculty, Staff and Student Publications

Identifying the underlying etiology of ischemic stroke is crucial for implementing effective stroke prevention measures. In the era of thrombectomy, ischemic stroke thrombus composition has gained considerable interest in the recent years. However, only a limited studies have analyzed the inflammatory milieu of the thrombus in association with stroke etiology. Atrial Fibrillation (AF), a common etiology of large strokes, is difficult to detect, but is known to be an inflammatory disease with a dominance of CD11b cell types (characterizes bone marrow derived myeloid cells such as monocytes, neutrophils, macrophages, and natural killer cells) in the atria. We hypothesized that thrombi …

Positron Emission Tomography Reveals Increased Myocardial Glucose Uptake In A Subset Of Friedreich Ataxia Patients, R Mark Payne, Thomas M O'Connell, P Melanie Pride, Gregg R Wagner, George J Eckert, Tiffany R Johnson, Weinian Shou, Gary D Hutchins

Faculty, Staff and Student Publications

Why some but not all patients with the rare disease Friedreich ataxia (FRDA) are at increased risk of poor cardiovascular outcome and death is unclear and unpredictable. We investigated the hypothesis that mitochondrial dysfunction in FRDA leads to altered patterns of myocardial metabolic substrate utilization. We recruited 5 healthy controls (Ctl) and 11 FRDA participants. All underwent fasting myocardial positron emission tomography (PET scan) with 15O–H2O, 18F-FDG, and 11C-Palmitate. We conducted cardiac transcriptomics on mice with ablation of the Frda gene in heart to explore mechanisms of fuel substrate utilization. Five (45%) FRDA participants had an LV mass index (LVMi) …

Transdiagnostic Alterations In White Matter Microstructure Associated With Suicidal Thoughts And Behaviours In The Enigma Suicidal Thoughts And Behaviours Consortium, Laura S Van Velzen, Lejla Colic, Zuriel Ceja, Maria R Dauvermann, Luca M Villa, Hannah S Savage, Yara J Toenders, Niousha Dehestani, Alyssa H Zhu, Adrian I Campos, Lauren E Salminen, Martin Alda, Ingrid Agartz, Nina Alexander, Rosa Ayesa-Arriola, Elizabeth D Ballard, Nerisa Banaj, Carlotta Barkhau, Zeynep Başgöze, Jochen Bauer, Francesco Benedetti, Klaus Berger, Bianca Besteher, Katharina Brosch, Manuel Canal-Rivero, Simon Cervenka, Romain Colle, Colm G Connolly, Emmanuelle Corruble, Philippe Courtet, Baptiste Couvy-Duchesne, Benedicto Crespo-Facorro, Kathryn R Cullen, Udo Dannlowski, Jeremy Deverdun, Ana M Diaz-Zuluaga, Lorielle M F Dietze, Jennifer W Evans, Negar Fani, Kira Flinkenflügel, Naomi P Friedman, Ian H Gotlib, Nynke A Groenewold, Dominik Grotegerd, Tomas Hajek, Alexander S Hatoum, Marco Hermesdorf, Ian B Hickie, Yoshiyuki Hirano, Tiffany C Ho, Yuki Ikemizu, Frank Iorfino, Jonathan C Ipser, Yuko Isobe, Andrea P Jackowski, Fabrice Jollant, Tilo Kircher, Melissa Klug, Sheri-Michelle Koopowitz, Anna Kraus, Axel Krug, Emmanuelle Le Bars, Elisabeth J Leehr, Meng Li, Elizabeth T C Lippard, Carlos Lopez-Jaramillo, Ivan I Maximov, Andrew M Mcintosh, Katie A Mclaughlin, Sean R Mcwhinney, Susanne Meinert, Elisa Melloni, Philip B Mitchell, Benson Mwangi, Igor Nenadić, Stener Nerland, Emilie Olie, Victor Ortiz-García De La Foz, Pedro M Pan, Fabricio Pereira, Fabrizio Piras, Federica Piras, Sara Poletti, Andrew E Reineberg, Gloria Roberts, Rafael Romero-García, Matthew D Sacchet, Giovanni A Salum, Anca-Larisa Sandu, Carl M Sellgren, Eiji Shimizu, Harry R Smolker, Jair C Soares, J Douglas Steele, Frederike Stein, Dan J Stein, Benjamin Straube, Lea Teutenberg, Florian Thomas-Odenthal, Paula Usemann, Romain Valabregue, Johanna Valencia-Echeverry, Gerd Wagner, Gordon Waiter, Martin Walter, Heather C Whalley, Mon-Ju Wu, Tony T Yang, Carlos A Zarate, Andre Zugman, Giovana B Zunta-Soares, Kees Van Heeringen, Sanne J H Van Rooij, Nic Van Der Wee, Steven Van Der Werff, Paul M Thompson, Hilary P Blumberg, Anne-Laura Van Harmelen, Miguel E Rentería, Neda Jahanshad, Enigma Suicidal Thoughts And Behaviours Consortium, Lianne Schmaal

Faculty, Staff and Student Publications

Previous studies have suggested that alterations in white matter (WM) microstructure are implicated in suicidal thoughts and behaviours (STBs). However, findings of diffusion tensor imaging (DTI) studies have been inconsistent. In this large-scale mega-analysis conducted by the ENIGMA Suicidal Thoughts and Behaviours (ENIGMA-STB) consortium, we examined WM alterations associated with STBs. Data processing was standardised across sites, and resulting WM microstructure measures (fractional anisotropy (FA), axial diffusivity (AD), mean diffusivity and radial diffusivity) for 24 WM tracts and one global measure were pooled across 40 cohorts. We compared these measures among individuals with a psychiatric diagnosis and lifetime history of …

Distinct Spatiotemporal Patterns Of White Matter Hyperintensity Progression, Jinyong Chung, Gilsoon Park, Wi-Sun Ryu, Dawid Schellingerhout, Hang-Rai Kim, Dong-Seok Gwak, Elizabeth Haddad, Neda Jahanshad, Beom Joon Kim, Keun-Sik Hong, Hyerin Oh, Sang-Wuk Jeong, Joon-Tae Kim, Man Seok Park, Kang-Ho Choi, Kyungbok Lee, Tai Hwan Park, Sang-Soon Park, Jong-Moo Park, Kyusik Kang, Kyung-Ho Yu, Mi Sun Oh, Soo Joo Lee, Jae Guk Kim, Jae-Kwan Cha, Dae-Hyun Kim, Jun Lee, Moon-Ku Han, Yong-Jin Cho, Byung-Chul Lee, Philip M Bath, Joanna M Wardlaw, Hee-Joon Bae, Hosung Kim, Dong-Eog Kim

Faculty, Staff and Student Publications

White matter hyperintensity, a key imaging biomarker for brain health, has prognostic implications for stroke. Using a multicenter MRI dataset of 9179 stroke patients plus the UK Biobank (n = 36,210 low/high risk controls), we employ Subtype and Stage Inference modeling and identify three distinct white matter hyperintensity progression subtypes: fronto-parietal, radial, and temporo-occipital. Longitudinal validation confirms classification stability. The fronto-parietal subtype shows delayed onset and more hypertension, while the temporo-occipital subtype has more atrial fibrillation and coronary heart disease. The fronto-parietal and radial subtypes are linked to small vessel stroke, while the temporo-occipital subtype is linked to cardioembolism. The …

Leptin As A Key Driver For Organ Fibrogenesis, Xue-Nan Sun, Shiuhwei Chen, Shangang Zhao, Jan-Bernd Funcke, Megan Virostek, Line Pedersen, Chao Li, Chanmin Joung, Qian Lin, Yan Li, Ayanna Cobb, May-Yun Wang, Kyounghee Min, Lisandro Maya-Ramos, Giovanna Degasperi, Junquan Liu, Ningyan Zhang, Zhiqiang An, Diana R Tomchick, R Max Wynn, Da Young Oh, Philipp E Scherer

Faculty, Staff and Student Publications

Leptin, a hormone primarily secreted by adipocytes, regulates energy balance and systemic metabolism through its interaction with the leptin receptor (LEPR). Beyond these functions, leptin signaling has been implicated in the pathogenesis of tissue fibrosis. Here, we report the x-ray crystal structures of a leptin-neutralizing antibody (hLep3) in the unbound and leptin-bound states. The interaction of this antibody with leptin mimics the interaction of the LEPR with leptin, providing direct insights into the mechanism by which the antibody disrupts leptin signaling. We furthermore evaluate the therapeutic potential of neutralizing leptin with this antibody across distinct mouse models of fibrosis affecting …

Radiomics For Dynamic Lung Cancer Risk Prediction In Uspstf-Ineligible Patients, Morteza Salehjahromi, Hui Li, Eman Showkatian, Maliazurina B Saad, Mohamed Qayati, Sherif M Ismail, Sheeba J Sujit, Amgad Muneer, Muhammad Aminu, Lingzhi Hong, Xiaoyu Han, Simon Heeke, Tina Cascone, Xiuning Le, Natalie Vokes, Don L Gibbons, Iakovos Toumazis, Edwin J Ostrin, Mara B Antonoff, Ara A Vaporciyan, David Jaffray, Fernando U Kay, Brett W Carter, Carol C Wu, Myrna C B Godoy, J Jack Lee, David E Gerber, John V Heymach, Jianjun Zhang, Jia Wu

Faculty, Staff and Student Publications

Background: Non-smokers and individuals with minimal smoking history represent a significant proportion of lung cancer cases but are often overlooked in current risk assessment models. Pulmonary nodules are commonly detected incidentally-appearing in approximately 24-31% of all chest CT scans regardless of smoking status. However, most established risk models, such as the Brock model, were developed using cohorts heavily enriched with individuals who have substantial smoking histories. This limits their generalizability to non-smoking and light-smoking populations, highlighting the need for more inclusive and tailored risk prediction strategies. Purpose: We aimed to develop a longitudinal radiomics-based approach for lung cancer …

Relationship Between Smoking And Psychiatric And Somatic Comorbidities In Older Age Bipolar Disorder: Lien Entre Le Tabagisme Et Les Affections Psychiatriques Et Somatiques Concomitantes Chez Les Personnes Âgées Atteintes De Trouble Bipolaire, Molly Howland, Arushi Mahajan, Peijun Chen, Osvaldo Almeida, Kürşat Altınbaş, Hilary Blumberg, Annemiek Dols, Nicole Fiorelli, Orestes Forlenza, Beny Lafer, Andrew Olagunju, Melis Orhan, Soham Rej, Martha Sajatovic, Matthew Schurr, Christian Simhandl, Jair Soares, Ashley Sutherland, Shang-Ying Tsai, Sara Weisenbach, Joy Yala, Farren Briggs

Faculty, Staff and Student Publications

Objective

Smoking has been associated with psychiatric and somatic comorbidities in bipolar disorder (BD) populations. However, studies in older age BD (OABD) populations are sparse. We hypothesized that among individuals with OABD, current and former smokers would have worse psychiatric and somatic comorbidities parameters compared to never smokers.

Method

Our study used baseline cross-sectional data from 27 international studies reporting data on adults 50 years old and older (N = 984). Smoking status was categorized into current smokers, former smokers, and never smokers. The distribution of demographic and clinical variables was assessed. The associations between smoking status and the …

Mir147 Promotes Mucosal Integrity And Healing In Intestinal Inflammation, Agnieszka K Czopik, Arash Dabiri, Chia-Hao Tung, Victoria Vaughn, Xiangsheng Huang, Jinlian Wang, Hui Li, Nicolas F Moreno, Natalia V Piwko, Katherine Figarella, Hongfang Liu, Zhongming Zhao, Xiaoyi Yuan, Holger K Eltzschig

Faculty, Staff and Student Publications

The intestinal mucosal epithelium forms a barrier between luminal contents and the body. MicroRNAs (miRNAs) regulate mucosal homeostasis by controlling inflammatory responses and structural integrity. Here, we discovered a protective role for miR147 in intestinal inflammation using a miR147tdTomato reporter mouse. miR147 was enriched in the intestines, with the highest expression in the colonic epithelial cells at the luminal surface, with prominent expression in differentiated enterocytes. Mice with general or intestinal epithelial deletion of miR147 showed increased intestinal inflammation and diminished mucosal healing during colitis. RNA sequencing of miR147-deficient cells showed dysregulated immune signaling, with upregulated proinflammatory cytokine pathways and …

Lifestyle Data-Based Multiclass Obesity Prediction With Interpretable Ensemble Models Incorporating Shap And Lime Analysis, Shahid Mohammad Ganie, Pijush Kanti Dutta Pramanik, Zhongming Zhao

Faculty, Staff and Student Publications

Obesity is a major public health concern. Predicting obesity risk from lifestyle data can guide targeted interventions, but current models remain limited. This study first evaluates ensemble learning methods and then combines approaches to improve prediction accuracy and generalizability. Four ensemble techniques-boosting, bagging, stacking, and voting-were tested. Five boosting and five bagging models were constructed alongside voting and stacking models. Hyperparameter tuning optimized performance, and feature importance analysis guided potential feature elemination. In phase two, hybrid stacking and voting models integrated the best-performing boosting and bagging models to enhance predictive capability. Model robustness was ensured through k-fold cross-validation and statistical …

Genome-Wide Association Study Of Childhood B-Cell Acute Lymphoblastic Leukemia Reveals Novel African Ancestry-Specific Susceptibility Loci, Cindy Im, Andrew R Raduski, Lauren J Mills, Kashi Raj Bhattarai, Robert J Mobley, Kelly R Barnett, Zhanni Lu, Kenneth Liao, Nathan Anderson, Rebecca A Johnson, Erica Langer, Anthony J Hooten, Alix E Seif, Kathrin M Bernt, Matthew Tsang, Brandon A Mamou, Luis Gil-De-Gómez, Julie A Wolfson, Danielle N Friedman, Neerav Shukla, Laura J Klesse, Erin L Marcotte, Lingyun Ji, Alice Dang, Minjie Luo, Yiming Zhong, Jalen Langie, Charleston W K Chiang, Adam De Smith, Joseph L Wiemels, Andrew Dewan, Xiaomei Ma, Catherine Metayer, Zhaoming Wang, Heather H Nelson, Nathan Pankratz, Tianzhong Yang, Saonli Basu, Lucie M Turcotte, Jun J Yang, Daniel Savic, Michael E Scheurer, Logan G Spector

Faculty, Staff and Students Publications

B-cell acute lymphoblastic leukemia (B-ALL) is the most common pediatric malignancy. Given racial/ethnic differences in incidence and outcomes, B-ALL genome-wide association studies among children of African ancestry are needed. Leveraging multi-institutional datasets with 840 African American children with B-ALL and 3360 controls, nine loci achieved genome-wide significance (P <  5 × 10−8) after meta-analysis. Two loci were established trans-ancestral susceptibility regions (IKZF1, ARID5B), while the remaining novel loci were specific to African populations. Five-year overall survival among children carrying novel risk alleles was significantly worse (83% versus 96% in non-carriers, P = 4.8 × 10−3). Novel risk variants were also associated with subtype-specific disease (P <  0.05), including higher susceptibility for a subtype overrepresented in African American children (TCF3-PBX1) and lower …

Review Of Diffusion Models And Its Applications In Biomedical Informatics, Jiawei Luo, Liren Yang, Yan Liu, Changbao Hu, Grant Wang, Yan Yang, Tie-Lin Yang, Xiaobo Zhou

Faculty, Staff and Student Publications

The diffusion model, a cutting-edge deep generative technique, is gaining traction in biomedical informatics, showcasing promising applications across various domains. This review presents an overview of the working principles, categories, and numerous applications of diffusion models in biomedical research. In medical imaging, these models, through frameworks like Denoising Diffusion Probabilistic Models (DDPMs) and Stochastic Differential Equations (SDE), offer advanced solutions for image generation, reconstruction, segmentation, and denoising. Notably, they’ve been employed in synthesizing 2D/3D medical images, MRI, and PET image reconstruction, and segmentation tasks such as labeled MRI generation. In the realm of structured Electronic Health Records (EHR) data, diffusion …

A Standard-Based Taxonomy Of Features That Affect User Response To Clinical Decision Support Alerts, Siru Liu, Allison B Mccoy, Dean F Sittig, Josh F Peterson, Thomas A Lasko, Adam Wright

Faculty, Staff and Student Publications

Objective: The objective of this work is to develop a standard-based taxonomy of features that might affect user response to alerts using evidence from literature and public alert logic repositories.

Methods: We developed a taxonomy of features using multiple sources: (1) the Agency for Healthcare Research and Quality (AHRQ) CDS Connect Repository, (2) alert logic from commercial electronic health record (EHR) customers, and (3) published literature. Three categories (patient, provider, environment/context) were used a priori to develop the taxonomy. The final taxonomy was mapped to the Fast Healthcare Interoperability Resources (FHIR) standard for development of standardized CDS services.

Results: Aggregating …