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Multi-Trait And Multi-Ancestry Genetic Analysis Of Comorbid Lung Diseases And Traits Improves Genetic Discovery And Polygenic Risk Prediction, Yixuan He, Wenhan Lu, Yon Ho Jee, Mu-Yi Shih, Ying Wang, Kristin Tsuo, David C Qian, James A Diao, Hailiang Huang, Chirag J Patel, Jinyoung Byun, Bogdan Pasaniuc, Elizabeth G Atkinson, Christopher I Amos, Yen-Chen Anne Feng, Matthew Moll, Michael H Cho, Alicia R Martin Feb 2026

Multi-Trait And Multi-Ancestry Genetic Analysis Of Comorbid Lung Diseases And Traits Improves Genetic Discovery And Polygenic Risk Prediction, Yixuan He, Wenhan Lu, Yon Ho Jee, Mu-Yi Shih, Ying Wang, Kristin Tsuo, David C Qian, James A Diao, Hailiang Huang, Chirag J Patel, Jinyoung Byun, Bogdan Pasaniuc, Elizabeth G Atkinson, Christopher I Amos, Yen-Chen Anne Feng, Matthew Moll, Michael H Cho, Alicia R Martin

Faculty, Staff and Students Publications

While respiratory diseases such as chronic obstructive pulmonary disease (COPD) and asthma share many risk factors, most studies investigate them in isolation and in predominantly European-ancestry populations. Here, we conducted the most powerful multi-trait and multi-ancestry genetic analysis of respiratory diseases and auxiliary traits to date, identifying 25 new loci associated with lung function in individuals of East Asian ancestry. Using these results, we developed PRSxtra (cross-trait and cross-ancestry), a multi-trait and multi-ancestry polygenic risk score (PRS) approach that leverages shared components of heritable risk via pleiotropic effects. PRSxtra significantly improved the prediction of asthma, COPD and lung cancer compared …


Rethinking The Centrality Of Brain Areas In Understanding Functional Organization, Benjamin Yost Hayden, Sarah R Heilbronner, Seng Bum Michael Yoo Feb 2026

Rethinking The Centrality Of Brain Areas In Understanding Functional Organization, Benjamin Yost Hayden, Sarah R Heilbronner, Seng Bum Michael Yoo

Faculty, Staff and Students Publications

Parcellation of the cerebral cortex into functionally modular brain areas is foundational to cognitive and systems neuroscience. Here, we question the central status of brain areas from the perspectives of neuroanatomy and electrophysiology. We argue that the major ostensible determinants of brain function, such as cytoarchitecture and connectivity, seldom produce convergent parcellations. Brain areas themselves are just one of several equally important organizing principles; others include macroscale gradients, distributed networks, layers, columns and patches. We further argue that the evidence for a close correspondence between areal parcellation and cognitive function is weaker than is generally supposed. Indeed, many important cognitive …


The Hidden Link Between Endometriosis And Obesity: A State-Of-The-Art Review, Shefali N Desai, Christina C Reed, Yamely Mendez, Qiannan Yang, Xiaoming Guan Feb 2026

The Hidden Link Between Endometriosis And Obesity: A State-Of-The-Art Review, Shefali N Desai, Christina C Reed, Yamely Mendez, Qiannan Yang, Xiaoming Guan

Faculty, Staff and Students Publications

Endometriosis remains an under-researched disease with a wide range of symptoms. Endometriosis reduces a woman's quality of life and professional productivity, yet its exact causes, risk factors, and treatment have yet to be elucidated. Body mass index and endometriosis have been observed to be inversely related; however, this relationship may only be a correlation rather than a causation. Obesity may play a role in the inflammation and cell proliferation associated with endometriosis through the complex signaling pathways of adipokines. A literature review was done on endometriosis and obesity to gain insight and synthesize knowledge about opportunities to improve endometriosis care, …


Utilization Of Intensive Care Interventions In Critically Ill Patients With Candidemia Versus Bacteremia: A Multicenter Retrospective Cohort Study, Mary North Jones, Masayuki Nigo, Stefano Casarin, James Kurian, Aarjav Sanghvi, Enshuo Hsu, Stephen L Jones, Ashton Connor, David B Corry, Cesar A Arias, Max W Adelman Feb 2026

Utilization Of Intensive Care Interventions In Critically Ill Patients With Candidemia Versus Bacteremia: A Multicenter Retrospective Cohort Study, Mary North Jones, Masayuki Nigo, Stefano Casarin, James Kurian, Aarjav Sanghvi, Enshuo Hsu, Stephen L Jones, Ashton Connor, David B Corry, Cesar A Arias, Max W Adelman

Faculty, Staff and Students Publications

Objectives: Candida species are one of the most common causes of ICU-onset bloodstream infection (BSI). Yet, there is no robust guidance on when to initiate empiric antifungals for ICU patients suspected of BSI. We compared patients with ICU-onset candidemia vs. ICU-onset bacteremia to determine which patients may benefit from empiric antifungals.

Design: We compared characteristics between patients with bacteremia vs. candidemia at time of culture. We determined risk factors for death and constructed a multivariable regression to determine if candidemia is an independent risk factor for death.

Setting/patients: We included ICU patients from a hospital system in Houston, Texas (n …


13 C-Spirulina Gastric Emptying Breath Test Normative Values In Healthy Children: A Multicenter Study With Comparison To Symptomatic Children, Katja Karrento, Bruno P Chumpitazi, Liyun Zhang, Pippa Simpson, Robert J Shulman Feb 2026

13 C-Spirulina Gastric Emptying Breath Test Normative Values In Healthy Children: A Multicenter Study With Comparison To Symptomatic Children, Katja Karrento, Bruno P Chumpitazi, Liyun Zhang, Pippa Simpson, Robert J Shulman

Faculty, Staff and Students Publications

Introduction: Diagnosing pediatric gastroparesis presents a significant challenge due to lack of normative data in children. We aimed to determine normative values for gastric emptying using the nonradioactive 13 C-Spirulina gastric emptying breath test ( 13 C-GEBT) in a large cohort of healthy children (HC) and examine differences compared to children with gastroparesis-like symptoms (GLS).

Methods: A total of 301 HC ages 7-18 years completed the 13 C-GEBT with 10 different breath samples × 4 hours. 13 CO 2 excretion rate (kPCD) was determined by change in 13 CO 2 / 12 CO 2 . Outcome variables included: kPCD at …


Induction Of Yin Yang 1 (Yy1) Overexpression In Mature Adipocytes Promotes Dysfunctional Adipose Tissue And Systemic Insulin Resistance In Mice, Line Pedersen, Christy M Gliniak, Thomas Myhre Dale, Qingzhang Zhu, Chao Li, Jan-Bernd Funcke, Clair Crewe, Jiahui Luo, Lauren Palluth, Yi Zhu, Philipp E Scherer Feb 2026

Induction Of Yin Yang 1 (Yy1) Overexpression In Mature Adipocytes Promotes Dysfunctional Adipose Tissue And Systemic Insulin Resistance In Mice, Line Pedersen, Christy M Gliniak, Thomas Myhre Dale, Qingzhang Zhu, Chao Li, Jan-Bernd Funcke, Clair Crewe, Jiahui Luo, Lauren Palluth, Yi Zhu, Philipp E Scherer

Faculty, Staff and Students Publications

The ubiquitous transcription factor Ying Yang 1 (YY1) plays a fundamental role in multiple biological processes and is believed to regulate up to 10 % of all human genes. In thermogenic brown adipose tissue, YY1 has been linked to controlling mitochondrial gene expression and regulating cellular oxidative respiration, protecting against diet-induced obesity and alterations in energy balance. The role of YY1 in non-thermogenic, white adipose tissue, on the other hand, remains largely unknown. Here, we show that adipocyte-specific induction of YY1 promotes dysfunctional adipose tissue and systemic insulin resistance in mice. Long-term YY1 induction in mature adipocytes leads to reduced …


Cressent: A Bioinformatics Toolkit To Explore And Improve Ssdna Virus Annotation, Ricardo R Pavan, Matthew B Sullivan, Michael J Tisza Feb 2026

Cressent: A Bioinformatics Toolkit To Explore And Improve Ssdna Virus Annotation, Ricardo R Pavan, Matthew B Sullivan, Michael J Tisza

Faculty, Staff and Students Publications

ssDNA viruses are important components of diverse ecosystems; however, it remains challenging to systematically identify and classify them. This is partly due to their broad host range and resulting genomic diversity, structure and rapid evolutionary rates. In addition, distinguishing genuine ssDNA genomes from contaminating sequences in metagenomic datasets (e.g. from commercial kits) has been an unresolved issue for years. Here, we present CRESSENT (CRESS-DNA Extended aNnotation Toolkit), a comprehensive and modular bioinformatic pipeline focused on ssDNA virus 'genome-to-analysis' and annotation. The pipeline integrates multiple functionalities organized into several modules: sequence dereplication, decontamination, phylogenetic analysis, …


Participant Retention In A Prospective Multicenter Cohort Of Participants With Pancreatitis And Factors Associated With Attrition, Radmila Choate, Jun Xu, Jeffrey J Easler, Samuel Han, Anna E Phillips, Melena D Bellin, William E Fisher, Evan L Fogel, Chris Forsmark, Phil A Hart, Stephen J Pandol, Walter G Park, Jose Serrano, Stephen K Van Den Eeden, Santhi Swaroop Vege, Liang Li, Darwin L Conwell, Dhiraj Yadav Feb 2026

Participant Retention In A Prospective Multicenter Cohort Of Participants With Pancreatitis And Factors Associated With Attrition, Radmila Choate, Jun Xu, Jeffrey J Easler, Samuel Han, Anna E Phillips, Melena D Bellin, William E Fisher, Evan L Fogel, Chris Forsmark, Phil A Hart, Stephen J Pandol, Walter G Park, Jose Serrano, Stephen K Van Den Eeden, Santhi Swaroop Vege, Liang Li, Darwin L Conwell, Dhiraj Yadav

Faculty, Staff and Students Publications

Objectives: Participant retention is essential in prospective studies to minimize bias and maintain validity. This study aimed to estimate retention rates and identify factors influencing attrition in a multicenter cohort (PROCEED) of US adults with acute/recurrent acute pancreatitis (AP/RAP) and chronic pancreatitis (CP).

Methods: Participants from the PROCEED study with AP/RAP or CP eligible for follow-up within the designated visit window were included. Retention was defined as completing at least one follow-up visit during the observation period. Retention was analyzed by follow-up mode (in-person and/or medical record review) and disease type (AP/RAP and CP). Retention factors were assessed using univariate …


Preoperative Malnutrition Is Associated With Increased Postoperative Complications Following Lumbar Fusion: A Propensity-Matched Analysis, Ali Mehaidli, Muaaz Wajahath, Jad Lawand, Omar Abdalla, Lorenzo Deveza, Noah Hodson, Ryan J Berger, Kevin Taliaferro Jan 2026

Preoperative Malnutrition Is Associated With Increased Postoperative Complications Following Lumbar Fusion: A Propensity-Matched Analysis, Ali Mehaidli, Muaaz Wajahath, Jad Lawand, Omar Abdalla, Lorenzo Deveza, Noah Hodson, Ryan J Berger, Kevin Taliaferro

Faculty, Staff and Students Publications

Background: Lumbar fusion (LF) is a common surgical intervention for degenerative spinal conditions but carries significant short- and long-term risks. Preoperative malnutrition, characterized by low serum albumin or leukocyte counts, impairs wound healing and increases susceptibility to infection, yet its influence on LF outcomes remains underexplored. This study evaluates the association between preoperative malnutrition and long-term postoperative outcomes following LF.

Methods: Adult patients undergoing LF between 2003 and 2023 were identified in the TriNetX US Collaborative Network. Malnutrition was defined as serum albumin < 3.5 g/dL or leukocyte count < 1,500/mm3 within 1 year preoperatively. A 1:1 propensity score match was performed for demographics, comorbidities, surgical approach, and body mass index (BMI), yielding two cohorts (n=20,693 each). Ninety-day and 5‑year postoperative outcomes were compared using hazard ratios (HRs) with 95% confidence intervals (CIs).

Results: Malnourished patients experienced significantly higher 90‑day rates of transfusion (8.4% vs. 4.5%; HR 1.87, 95% CI: …


Functional Genomic Analysis Of Non-Canonical Dna Regulatory Elements Of The Aryl Hydrocarbon Receptor, Shayan Shahriar, Tajhal D Patel, Manjula Nakka, Sandra L Grimm, Cristian Coarfa, Daniel A Gorelick Jan 2026

Functional Genomic Analysis Of Non-Canonical Dna Regulatory Elements Of The Aryl Hydrocarbon Receptor, Shayan Shahriar, Tajhal D Patel, Manjula Nakka, Sandra L Grimm, Cristian Coarfa, Daniel A Gorelick

Faculty, Staff and Students Publications

The aryl hydrocarbon receptor (AHR) is a ligand-dependent transcription factor activated by environmental toxicants like halogenated and polycyclic aromatic hydrocarbons, which then binds to DNA and regulates gene expression. AHR is implicated in numerous physiological processes, including liver and immune function, cell cycle control, oncogenesis, and metabolism. Traditionally, AHR binds a consensus DNA sequence (GCGTG), the xenobiotic response element (XRE), recruits coregulators, and modulates gene expression. Yet, recent evidence suggests AHR can also regulate gene expression via a non-consensus sequence (GGGA), termed the non-consensus XRE (NC-XRE). The prevalence and functional significance of NC-XRE motifs in the genome have remained unclear. …


Beyond Bile Acids Synthesis: Metabolomics Profiling Highlights Extensive Metabolic Dysregulation And Treatment Response In Ctx, Monte A Del Monte, Jennifer Hanson, Penelope E Bonnen Jan 2026

Beyond Bile Acids Synthesis: Metabolomics Profiling Highlights Extensive Metabolic Dysregulation And Treatment Response In Ctx, Monte A Del Monte, Jennifer Hanson, Penelope E Bonnen

Faculty, Staff and Students Publications

Background: Cerebrotendinous xanthomatosis (CTX) is an inherited metabolic disorder caused by variants in CYP27A1 leading to loss of sterol-27-hydroxylase activity. Sterol-27-hydroxylase generates two classes of bioactive signaling molecules: bile acids and oxysterols. The broader metabolic consequences resulting from perturbations in bile acid and oxysterol signaling and their reversibility with FDA-approved treatment chenodeoxycholic acid (CDCA), are not fully described.

Methods: To establish a comprehensive map of metabolic consequences of CTX, we performed large-scale, untargeted plasma metabolomics in a single subject with CTX, both before and after 6 months of CDCA therapy, and compared results with a reference cohort of over 1100 …


Translating Cardiovascular Ion Channel And Ca2+ Signalling Mechanisms Into Therapeutic Insights, Silvia Marchianò, Miguel Martín-Aragón Baudel, Charlotte E R Smith, Gonzalo Hernandez Hernandez, Donald M Bers, Patrick M Boyle, Dobromir Dobrev, Shanna Hamilton, Osama F Harraz, Na Li, Thomas A Longden, William E Louch, Madeline Nieves-Cintron, Matthew A Nystoriak, Walter Lee Murfee, Przemysław B Radwański, Swapnil K Sonkusare, Manuel F Navedo, Eleonora Grandi Jan 2026

Translating Cardiovascular Ion Channel And Ca2+ Signalling Mechanisms Into Therapeutic Insights, Silvia Marchianò, Miguel Martín-Aragón Baudel, Charlotte E R Smith, Gonzalo Hernandez Hernandez, Donald M Bers, Patrick M Boyle, Dobromir Dobrev, Shanna Hamilton, Osama F Harraz, Na Li, Thomas A Longden, William E Louch, Madeline Nieves-Cintron, Matthew A Nystoriak, Walter Lee Murfee, Przemysław B Radwański, Swapnil K Sonkusare, Manuel F Navedo, Eleonora Grandi

Faculty, Staff and Students Publications

Cardiovascular diseases remain the leading cause of mortality worldwide, driven by complex, multi-scale mechanisms that span molecular, cellular, and organ-level dysfunction. Effective therapeutic strategies therefore require integrative approaches that link fundamental biology to translational applications. The 8th UC Davis CardioVascular Symposium gathered experts in ion channel biophysics, Ca2+ signaling, arrhythmia mechanisms, and cardiovascular physiology to discuss recent advances and define emerging priorities. This white paper synthesizes the key themes and consensus points that emerged, highlighting progress in two core domains: (1) advances in cardiovascular electrophysiology and arrhythmia mechanisms, and (2) spatiotemporal dynamics of Ca2+ signaling in cardiac and vascular function …


Kdm4a Promotes Nepc Progression Through Regulation Of Myc Expression, Celia Sze Ling Mak, Ming Zhu, Jie Fu, Xin Liang, Xiaoxuan Wang, Fei Yuan, Feng Wang, Anh G Hoang, Xingzhi Song, Peter Shepherd, Derek Liang, Jessica Suh, Jordan Contreras, Thisawin Dang, Cindy Yan, Brandon Figueroa, Mathias Mazzocco, Athena Luo, Bijeta Pradhan, Jiwon Park, Mirrah Bashir, Miao Zhang, Eric Metzger, Roland Schüle, Abhinav K Jain, Ellen Karasik, Daniel Frigo, Barbara A Foster, Min Gyu Lee, Paul Corn, Christopher J Logothetis, Ana Aparicio, Nora Navone, Patricia Troncoso, Zhi Tan, Jianhua Zhang, Sue-Hwa Lin, Guocan Wang Jan 2026

Kdm4a Promotes Nepc Progression Through Regulation Of Myc Expression, Celia Sze Ling Mak, Ming Zhu, Jie Fu, Xin Liang, Xiaoxuan Wang, Fei Yuan, Feng Wang, Anh G Hoang, Xingzhi Song, Peter Shepherd, Derek Liang, Jessica Suh, Jordan Contreras, Thisawin Dang, Cindy Yan, Brandon Figueroa, Mathias Mazzocco, Athena Luo, Bijeta Pradhan, Jiwon Park, Mirrah Bashir, Miao Zhang, Eric Metzger, Roland Schüle, Abhinav K Jain, Ellen Karasik, Daniel Frigo, Barbara A Foster, Min Gyu Lee, Paul Corn, Christopher J Logothetis, Ana Aparicio, Nora Navone, Patricia Troncoso, Zhi Tan, Jianhua Zhang, Sue-Hwa Lin, Guocan Wang

Faculty, Staff and Students Publications

Neuroendocrine prostate cancer (NEPC) is a highly aggressive and lethal subtype of prostate cancer (PCa) that often emerges in response to androgen receptor pathway inhibitors (ARPIs), which are widely used in treating metastatic castration-resistant and hormone-sensitive prostate cancer. The incidence of NEPC is increasing, yet effective therapeutic strategies remain limited due to an incomplete understanding of its molecular drivers. Through transcriptomic analyses of human prostate tumor samples, we identified the histone lysine demethylase KDM4A as uniquely overexpressed in human and mouse NEPC compared to prostate adenocarcinoma. Functional validation demonstrated that KDM4A is a key regulator of NEPC progression and a …


Expression Spectrum Of Te-Driven Transcripts In Human Adult Tissues, Benpeng Miao, Xinlong Luo, Amina Ademovic, Yushan Yang, Tao P Wu, Bo A Zhang Jan 2026

Expression Spectrum Of Te-Driven Transcripts In Human Adult Tissues, Benpeng Miao, Xinlong Luo, Amina Ademovic, Yushan Yang, Tao P Wu, Bo A Zhang

Faculty, Staff and Students Publications

Background

Transposable elements (TEs) are vital components of eukaryotic genomes and have played a critical role in genome evolution. Although most TEs are silenced in the mammalian genome, increasing evidence suggests that certain TEs are actively involved in gene regulation during early developmental stages. However, the extent to which human TEs drive gene transcription in adult tissues remains largely unexplored.

Results

In this study, we systematically analyze 17,329 human transcriptomes to investigate how TEs influence gene transcription across 47 adult tissues. Our findings reveal that TE-driven transcripts are broadly expressed in human tissues, contributing to both housekeeping functions and tissue-specific …


Tead-Independent Mechanisms Of Yap Function In Cardiomyocyte Cell Cycle Reentry, Bing Xie, Jeffrey Steimle, Vaibhav Deshmukh, Lin Liu, Chang-Ru Tsai, Todd R Heallen, Wyatt Paltzer, Yuka Morikawa, Fansen Meng, Jun Wang, James F Martin Jan 2026

Tead-Independent Mechanisms Of Yap Function In Cardiomyocyte Cell Cycle Reentry, Bing Xie, Jeffrey Steimle, Vaibhav Deshmukh, Lin Liu, Chang-Ru Tsai, Todd R Heallen, Wyatt Paltzer, Yuka Morikawa, Fansen Meng, Jun Wang, James F Martin

Faculty, Staff and Students Publications

Adult mammalian hearts exhibit limited regenerative capacity because of the restricted renewal of cardiomyocytes. Recent studies reveal that mammalian hearts exhibit transient regenerative potential within a short time frame after birth, suggesting a regulatory mechanism that prevents adult hearts from initiating a regenerative response to cardiac injury. Here, we discovered that an active form of YAP, named YAP6SA, which is not inhibited by the Hippo signaling pathway and does not interact with TEADs, induces cardiomyocyte cell cycle reentry. In addition, YAP6SA interacts with scaffold protein MPDZ to regulate Rho GTPases and promote cell cycle progression in cardiomyocytes (CMs). Importantly, YAP6SA …


De Novo Variants In The Splicing Factor Gene Sf3b1 Are Associated With Neurodevelopmental Disorders, Kevin Uguen, Tiffany Bergot, Marie-Pier Scott-Boyer, Solène Chapalain, Camille Desdouets, Séverine Commet, Changlian Zhu, Yiran Xu, Yangong Wang, Tony Roscioli, Frederic Tran-Mau-Them, Laurence Faivre, Julien Maraval, Julian Delanne, Anne-Sophie Denommé-Pichon, Antonio Vitobello, Céline Jost, Marc Planes, Susan Hiatt, Patricia Wheeler, Claudia Gonzaga-Jauregui, Heng Wang, Baozhong Xin, Valerie Sency, Michael C Kruer, Somayeh Bakhtiari, Patrick Sulem, Cynthia Curry, Trine Prescott, Gertrud Strobl-Wildemann, Theresa Brunet, Martine Doco Fenzy, Thomas Courtin, Céline Poirsier, Trine Bjørg Hammer, Christina D Fenger, Melissa Macpherson, Kosuke Izumi, Jacqueline Leonard, Dong Li, Elaine H Zackai, Ian A Glass, Scott Ward, Philippe M Campeau, Maria Carla Hermida Borroto, Laurence Le Moigno, Hilde Van Esch, Liesbeth De Waele, Daniel G Calame, James R Lupski, Giulia Barcia, Cristina Peduto, Pauline Planté-Bordeneuve, Lucie Dupuis, Roberto Mendoza-Londono, Dimitri J Stavropoulos, Jennifer Gillibert-Duplantier, Thomas Besnard, Laura Do Souto Ferreira, Benjamin Cogné, Stéphane Bézieau, Arnaud Droit, Laurent Corcos, Eric Lippert, Claude Férec, Sebastien Küry, Delphine G Bernard Jan 2026

De Novo Variants In The Splicing Factor Gene Sf3b1 Are Associated With Neurodevelopmental Disorders, Kevin Uguen, Tiffany Bergot, Marie-Pier Scott-Boyer, Solène Chapalain, Camille Desdouets, Séverine Commet, Changlian Zhu, Yiran Xu, Yangong Wang, Tony Roscioli, Frederic Tran-Mau-Them, Laurence Faivre, Julien Maraval, Julian Delanne, Anne-Sophie Denommé-Pichon, Antonio Vitobello, Céline Jost, Marc Planes, Susan Hiatt, Patricia Wheeler, Claudia Gonzaga-Jauregui, Heng Wang, Baozhong Xin, Valerie Sency, Michael C Kruer, Somayeh Bakhtiari, Patrick Sulem, Cynthia Curry, Trine Prescott, Gertrud Strobl-Wildemann, Theresa Brunet, Martine Doco Fenzy, Thomas Courtin, Céline Poirsier, Trine Bjørg Hammer, Christina D Fenger, Melissa Macpherson, Kosuke Izumi, Jacqueline Leonard, Dong Li, Elaine H Zackai, Ian A Glass, Scott Ward, Philippe M Campeau, Maria Carla Hermida Borroto, Laurence Le Moigno, Hilde Van Esch, Liesbeth De Waele, Daniel G Calame, James R Lupski, Giulia Barcia, Cristina Peduto, Pauline Planté-Bordeneuve, Lucie Dupuis, Roberto Mendoza-Londono, Dimitri J Stavropoulos, Jennifer Gillibert-Duplantier, Thomas Besnard, Laura Do Souto Ferreira, Benjamin Cogné, Stéphane Bézieau, Arnaud Droit, Laurent Corcos, Eric Lippert, Claude Férec, Sebastien Küry, Delphine G Bernard

Faculty, Staff and Students Publications

SF3B1 is an essential and ubiquitous splicing factor that plays a pivotal role in the early steps of pre-mRNA splicing. Recurrent somatic missense mutations in SF3B1 are frequent in cancers, but no constitutional variant has been reported so far. We describe here a cohort of 26 individuals with neurodevelopmental disorders, harbouring SF3B1 constitutional heterozygous variants that appeared mostly de novo. Patients present with a global developmental delay, associated with variable neurological and facial dysmorphic traits. A dichotomy may emerge between patients harbouring predicted loss of function (n = 9) and missense variants (n = 17), the latter being associated with …


Intestinal Epithelial Tlr5 Signaling Promotes Barrier-Supportive Macrophages, Ming-Ting Tsai, Ryann Callaghan, Charles Ng, Lisette Peres-Tintin, Dean B Matthews, Nikketa Stanford, Karuna Ganesh, Mary K Estes, Gretchen E Diehl Jan 2026

Intestinal Epithelial Tlr5 Signaling Promotes Barrier-Supportive Macrophages, Ming-Ting Tsai, Ryann Callaghan, Charles Ng, Lisette Peres-Tintin, Dean B Matthews, Nikketa Stanford, Karuna Ganesh, Mary K Estes, Gretchen E Diehl

Faculty, Staff and Students Publications

Intestinal macrophages are essential for epithelial barrier repair. In homeostasis, macrophages are continuously replenished by recruitment of circulating CCR2+ monocytes into the intestinal lamina propria. This requires the commensal microbiota, however, the specific microbial factors and downstream host pathways that coordinate macrophage replenishment are inadequately understood. Here, we show that colonization with an E. coli isolate increased CCR2+ macrophages in the intestine and ameliorated pathology in a colitis model. Using human colonic organoids, we showed E. coli colonization induced CCL2 secretion by intestinal epithelial stem cells which promoted monocyte migration. In vivo, protection was abolished in the absence of epithelial …


The Evolution Of Public Health Statistical Modeling Approaches And How To Advance Their Incorporation Into Modern Arboviral Surveillance, Maggie Mccarter, Stella C W Self, Alex Ewing, Mufaro Kanyangarara, Sarah M Gunter, Melissa S Nolan Jan 2026

The Evolution Of Public Health Statistical Modeling Approaches And How To Advance Their Incorporation Into Modern Arboviral Surveillance, Maggie Mccarter, Stella C W Self, Alex Ewing, Mufaro Kanyangarara, Sarah M Gunter, Melissa S Nolan

Faculty, Staff and Students Publications

Statistical modeling of infectious disease transmission patterns has been in existence since the mid-1700s, evolving in their utility as the scientific and technological revolutions progressed. Despite the expansion of emerging mathematical and statistical methodologies over the past 250 yr, their usage has largely remained restricted to academic settings. This forum article will discuss the evolution of disease modeling techniques, the most common types of models in use today, and recommendations on how key archetypes can be incorporated into future public health practice. With the recent global impetus to predict and forecast novel pathogens, this article raises the question: Why are …


B Lymphocytes Impede Tregs To Erode Islet Tolerance In Type 1 Diabetes, Christopher S Wilson, Blair T Stocks, Alexander C Falk, Daniel J Moore Jan 2026

B Lymphocytes Impede Tregs To Erode Islet Tolerance In Type 1 Diabetes, Christopher S Wilson, Blair T Stocks, Alexander C Falk, Daniel J Moore

Faculty, Staff and Students Publications

B lymphocytes are thought to drive β-cell destruction in type 1 diabetes (T1D) by activating anti-islet T cells. However, the observation that autoreactive T-cell activation and disease progression can occur without B cells challenges this view. Still, preclinical and clinical studies have shown that B-cell depletion alleviates β-cell destruction, suggesting a critical role for B cells in T1D. Our findings propose an alternative function for B cells, impairing regulatory T cells (Tregs) that would otherwise protect islets. In the NOD islet transplant model, we show that B-cell absence enables transplant tolerance, allowing Tregs to become responsive to immune therapy and …


Ophiobolin A Impacts Mitochondrial Redox Biology In An Epithelial-Mesenchymal Transition (Emt)-Specific Manner, Haleigh N Parker, Yongfeng Tao, Jenna Tobin, Kayla L Haberman, Samantha Davis, Emily York, Alysia Martinez, Nobuyuki Matsumoto, Jaquelin Aroujo, Jun Hyoung Park, Bernd Zechmann, Benny Abraham Kaipparettu, Angela Boari, Christie M Sayes, Antonio Evidente, Alexander Kornienko, Benjamin Cravatt, Daniel Romo, Joseph H Taube Jan 2026

Ophiobolin A Impacts Mitochondrial Redox Biology In An Epithelial-Mesenchymal Transition (Emt)-Specific Manner, Haleigh N Parker, Yongfeng Tao, Jenna Tobin, Kayla L Haberman, Samantha Davis, Emily York, Alysia Martinez, Nobuyuki Matsumoto, Jaquelin Aroujo, Jun Hyoung Park, Bernd Zechmann, Benny Abraham Kaipparettu, Angela Boari, Christie M Sayes, Antonio Evidente, Alexander Kornienko, Benjamin Cravatt, Daniel Romo, Joseph H Taube

Faculty, Staff and Students Publications

Breast cancer progression is facilitated by the epithelial to mesenchymal transition (EMT), generating cancer cells with enhanced metastatic capacity and resistance to chemotherapeutics. The fungus-derived sesterterpenoid natural produce compound, ophiobolin A (OpA), possesses nanomolar cytotoxic activity and a high therapeutic index, although its molecular targets and mechanism of action are not well characterized. Herein, we utilized a model of mammary epithelial cells and breast cancer cell lines with and without EMT features to characterize the mechanism of selectivity towards EMT(+) cells by OpA. Proteins interacting with OpA in EMT(+) cells, including mitochondrial glutathione transporter SLC25A40, were identified through via mass …


Progress And Challenges In Profiling Protein-Rna And Protein-Associated Rna-Rna Interactions, Zhuoyi Song, Eric L Van Nostrand Jan 2026

Progress And Challenges In Profiling Protein-Rna And Protein-Associated Rna-Rna Interactions, Zhuoyi Song, Eric L Van Nostrand

Faculty, Staff and Students Publications

RNA binding proteins (RBPs) play essential roles in post-transcriptional gene regulation by interacting with a wide range of RNA targets. In addition to regulating RNA processing via individual RBP-RNA interactions, there is a growing appreciation of the regulatory impact of protein-associated RNA-RNA interactions that include both well-studied examples of small regulatory RNAs (e.g. microRNAs, snRNAs, snoRNAs, piRNAs) guiding ribonucleoprotein complexes to their targets as well as structured RNA elements defining the interaction landscape for an RBP. To elucidate the full scope of RBP-RNA interactions, CLIP ( crosslinking and immunoprecipitation)-based methods have emerged as powerful tools. Even with the wide application …


Identifying Priority Research Questions For Decentralized Wastewater, Bryan W Brooks, Timothy Callahan, Jacob K Stanley, Jamie Holodak, Kevin M Stroski, Alissa H Cox, Thomas W Groves, Anish Jantrania, Jeff C Moeller, Kris Neset, Christopher Walker, Harry Zhang, Amal Bakchan, Kelly D Alley, Jim Bell, Allison Blodig, Eric Casey, Donna Cosper, Victor D'Amato, Mark A Elliott, Greg Graves, Roxanne Groover, Robert Himschoot, Mary G Lusk, Jillian Maxcy-Brown, David Meints, Rojelio Mejia, Matt Pace, Benjamin J Ryan, Brian Scheffe, Tom Schimelfenig, June E Wolfe, Sara F Heger Jan 2026

Identifying Priority Research Questions For Decentralized Wastewater, Bryan W Brooks, Timothy Callahan, Jacob K Stanley, Jamie Holodak, Kevin M Stroski, Alissa H Cox, Thomas W Groves, Anish Jantrania, Jeff C Moeller, Kris Neset, Christopher Walker, Harry Zhang, Amal Bakchan, Kelly D Alley, Jim Bell, Allison Blodig, Eric Casey, Donna Cosper, Victor D'Amato, Mark A Elliott, Greg Graves, Roxanne Groover, Robert Himschoot, Mary G Lusk, Jillian Maxcy-Brown, David Meints, Rojelio Mejia, Matt Pace, Benjamin J Ryan, Brian Scheffe, Tom Schimelfenig, June E Wolfe, Sara F Heger

Faculty, Staff and Students Publications

Decentralized wastewater treatment and reuse represent critical infrastructure across the rural-periurban-urban continuum around the world. Effective, efficient, resilient, and equitable implementation of on-premise technologies and management systems is part of a One Water approach and necessary to protect public health and the environment, yet inconsistent delivery of essential public health services persists in many regions, including across states, tribes, and territories of the United States. We initiated a groundbreaking effort to understand challenges and to identify research opportunities related to the science and practice of decentralized wastewater. A horizon scanning exercise using a bottom up and transparent key questions approach …


Efficacy And Safety Of Oral Pcsk9 Inhibitor Enlicitide In Adults With Heterozygous Familial Hypercholesterolemia: A Randomized Clinical Trial, Christie M Ballantyne, Laura Gellis, Jean-Claude Tardif, Puja Banka, Ann Marie Navar, Emil Andreas Asprusten, Russell Scott, Erik S G Stroes, Samar Froman, Geraldine Mendizabal, Fan Wang, Alberico L Catapano Jan 2026

Efficacy And Safety Of Oral Pcsk9 Inhibitor Enlicitide In Adults With Heterozygous Familial Hypercholesterolemia: A Randomized Clinical Trial, Christie M Ballantyne, Laura Gellis, Jean-Claude Tardif, Puja Banka, Ann Marie Navar, Emil Andreas Asprusten, Russell Scott, Erik S G Stroes, Samar Froman, Geraldine Mendizabal, Fan Wang, Alberico L Catapano

Faculty, Staff and Students Publications

Importance: Persons with heterozygous familial hypercholesterolemia (HeFH) are at increased risk of atherosclerotic cardiovascular disease due to lifelong elevated levels of low-density lipoprotein cholesterol (LDL-C). Many patients with HeFH do not achieve guideline-recommended LDL-C goals with the currently available lipid-lowering therapies.

Objective: To evaluate the efficacy of enlicitide decanoate (an oral proprotein convertase subtilisin/kexin type 9 inhibitor) vs placebo in adults with HeFH requiring further lowering of LDL-C levels despite use of statin therapy.

Design, setting, and participants: This phase 3, randomized clinical trial included persons aged 18 years or older with HeFH currently using lipid-lowering therapy (taking at least …


The Biomedical Landscape Of Genomic Structural Variation In The Qatari Population, Elbay Aliyev, Najeeb Syed, Alessia Visconti, Taghi Aliyev, Aziz Belkadi, Mohammadmersad Ghorbani, Niccolò Rossi, Haroon Naeem, Geethanjali Devadoss Gandhi, Gaurav Thareja, Aljazi Al-Maraghi, Waleed Aamer, Amal Abdulsalam Ibrahim, Rulan Shaath, Farooq Omar Al-Ajli, Rozaimi Mohamad Razali, Fritz J Sedlazeck, Sonia Davila, Ammira Akil, Karsten Suhre, Younes Mokrab, Mario Falchi, Khalid A Fakhro Jan 2026

The Biomedical Landscape Of Genomic Structural Variation In The Qatari Population, Elbay Aliyev, Najeeb Syed, Alessia Visconti, Taghi Aliyev, Aziz Belkadi, Mohammadmersad Ghorbani, Niccolò Rossi, Haroon Naeem, Geethanjali Devadoss Gandhi, Gaurav Thareja, Aljazi Al-Maraghi, Waleed Aamer, Amal Abdulsalam Ibrahim, Rulan Shaath, Farooq Omar Al-Ajli, Rozaimi Mohamad Razali, Fritz J Sedlazeck, Sonia Davila, Ammira Akil, Karsten Suhre, Younes Mokrab, Mario Falchi, Khalid A Fakhro

Faculty, Staff and Students Publications

We present a large-scale study of structural variation (SV) in the Qatari population, based on short-read whole-genome sequencing (WGS) of 6,141 individuals, identifying 153,946 variants across 5 classes reflecting the region's diversity and evolutionary history. Leveraging consanguinity and biobank phenotypes, we identify >180 putative gene knockouts, and use proteomics to show functional consequences in homozygotes. Conversely, 52 genes show significant depletion of homozygous deletions, eight of which cause severe pediatric disease or murine embryonic lethality. Examining phenotypic extremes uncovers several non-exonic homozygous deletions with large effect, including in SPIRE2 (creatinine), MAGI2 (leanness) and a chr19 microRNA cluster (extreme obesity). Further, …


Dynamic Fib-4 Score Changes And Hcc Risk In Patients With Masld And Elevated Liver Enzymes: A Nationwide Cohort Study, Yee Hui Yeo, Hsiu J Ho, Tsai-Wei Huang, Teng-Yu Lee, Ju Dong Yang, George Cholankeril, Chien-Jen Chen, Hawi-I Yang, Chuen-Fei Chen, Hung-Chuen Chang, Chun-Ying Wu Jan 2026

Dynamic Fib-4 Score Changes And Hcc Risk In Patients With Masld And Elevated Liver Enzymes: A Nationwide Cohort Study, Yee Hui Yeo, Hsiu J Ho, Tsai-Wei Huang, Teng-Yu Lee, Ju Dong Yang, George Cholankeril, Chien-Jen Chen, Hawi-I Yang, Chuen-Fei Chen, Hung-Chuen Chang, Chun-Ying Wu

Faculty, Staff and Students Publications

Introduction: Hepatocellular carcinoma (HCC) can develop in individuals with metabolic dysfunction-associated steatotic liver disease (MASLD) without cirrhosis, especially in those with elevated liver enzymes. However, there is currently no low-cost, scalable screening tool for this population. To address this need, we investigated the association between serial changes in FIB-4 (fibrosis-4) scores over a 3-year period and the risk of developing HCC in a large, diverse cohort of patients with MASLD without cirrhosis.

Methods: This study utilized a nationwide cohort from the National Health Insurance Research Database (NHIRD), including 810,698 patients with MASLD who had demographic and laboratory data at baseline …


Chek2 Loss Endows Chemotherapy Resistance To Hematopoietic Stem Cells, Jing Zhou, Tianyuan Hu, Dian Li, Sanming Li, Minhua Li, Xiangguo Shi, Daisuke Nakada Jan 2026

Chek2 Loss Endows Chemotherapy Resistance To Hematopoietic Stem Cells, Jing Zhou, Tianyuan Hu, Dian Li, Sanming Li, Minhua Li, Xiangguo Shi, Daisuke Nakada

Faculty, Staff and Students Publications

Individuals with history of chemo- or radiotherapy frequently exhibit somatic mosaicism in the blood, often involving mutations in genes responsible for DNA damage responses (DDR), such as CHEK2. However, the mechanisms by which CHEK2 mutations promote the expansion of mutant cells following chemo- or radiotherapy remain poorly understood. Here, we demonstrate that loss of CHEK2 confers resistance to chemotherapy in hematopoietic stem and progenitor cells (HSPCs). Through a CRISPR-based screen, we identified CHEK2 as a gene whose loss enhances resistance to cytotoxic chemotherapies. A complementary drug screen revealed that CHEK2-mutant cells are also resistant to DNA hypomethylating agents. Chek2-deficient HSPCs …


Maternal Immunization With Vp8* Mrna Vaccine Yields Superior Passive Transfer Of Rotavirus-Neutralizing Antibodies To Foals, Karin E R Borba, Rebecca M Legere, Nathan M Canaday, Jill W Skrobarczyk, Zachary W T Arnold, Elena Cotton-Betteridge, Cristina Poveda, Michael F Criscitiello, Angela I Bordin, Luc R Berghman, Jeroen B K Pollet, Noah D Cohen Jan 2026

Maternal Immunization With Vp8* Mrna Vaccine Yields Superior Passive Transfer Of Rotavirus-Neutralizing Antibodies To Foals, Karin E R Borba, Rebecca M Legere, Nathan M Canaday, Jill W Skrobarczyk, Zachary W T Arnold, Elena Cotton-Betteridge, Cristina Poveda, Michael F Criscitiello, Angela I Bordin, Luc R Berghman, Jeroen B K Pollet, Noah D Cohen

Faculty, Staff and Students Publications

Background: Despite the availability of a killed whole-virus (KV) vaccine, diarrhea caused by equine rotavirus group A (ERVA) remains a significant health concern for foals in the United States. The vaccine is administered to pregnant mares, with foals protected by passive transfer of colostral antibodies. However, KV-induced immunity is only partially protective and maternal antibody levels in foals are often low and wane rapidly. To address these limitations, we developed a mRNA-based ERVA vaccine encoding the highly conserved VP8* protein to evaluate whether it can provide improved immune protection.

Methods: Pregnant mares (n = 12 per group) were …


Longitudinal Observation Of Children With Achondroplasia: Findings From A Global Natural History Study (Achieve), Ciara Mcdonnell, Hanne Buciek Hove, Melita Irving, Klane K White, Cesar G Fontecha, Janet M Legare, Wolfgang Högler, Daniel G Hoernschemeyer, Dirk Schnabel, Sheila Unger, Carlos Alberto Bacino, Paul Hofman, Yongguo Yu, Huamei Ma, Chunxiu Gong, Xiaoping Luo, T Andrew Burrow, Geneviève Baujat, Stefano Mora, Melissa Fiscaletti, Carol Zhao, Michael A Makara, Aimee D Shu, Ravi Savarirayan Jan 2026

Longitudinal Observation Of Children With Achondroplasia: Findings From A Global Natural History Study (Achieve), Ciara Mcdonnell, Hanne Buciek Hove, Melita Irving, Klane K White, Cesar G Fontecha, Janet M Legare, Wolfgang Högler, Daniel G Hoernschemeyer, Dirk Schnabel, Sheila Unger, Carlos Alberto Bacino, Paul Hofman, Yongguo Yu, Huamei Ma, Chunxiu Gong, Xiaoping Luo, T Andrew Burrow, Geneviève Baujat, Stefano Mora, Melissa Fiscaletti, Carol Zhao, Michael A Makara, Aimee D Shu, Ravi Savarirayan

Faculty, Staff and Students Publications

Introduction: The ACHieve study assessed growth velocity, body proportionality, and clinical events in children with achondroplasia not receiving growth-promoting therapy.

Methods: ACHieve was a global, longitudinal, prospective, observational study. Children ≤8 years old with achondroplasia were enrolled and evaluated every 6 months for anthropometric parameters and clinical events.

Results: ACHieve enrolled 259 children in 15 countries, including 83 from China. Median follow-up was 21 months; median age of diagnosis was approximately 52 weeks in China and 2 weeks elsewhere. Growth parameters were similar regardless of region. Mean annualized growth velocity was 9.3 cm/year for males and 10.4 cm/year for females …


Pathways, Outputs And Impact Of Nih-Supported Bioinformatics And Genomics Graduate Trainees In Africa, Daudi Jjingo, Andrew Walakira, Suhaila Hashim, Cisse Cheickna, Ronald Galiwango, Caleb Kibet, Florence N Kivunike, Gerald Mboowa, Fredrick Elishama Kakembo, Babajide Ayodele, Jean-Baka Domelevo Entfellner, Santie De Villiers, Karen Wambui, Segun Fatumo, Tinashe Chikowore, John Mukisa, Alfred Ssekagiri, Nicholas Bbosa, Julius Mulindwa, Samuel Kyobe, Mike Nsubuga, Grace Kebirungi, Eric Katagirya, Savannah Mwesigwa, Ibra Lujumba, Rogers Kamulegeya, Samuel Kirimunda, Stephen Kanyerezi, Shahiid Kiyaga, Ivan Sserwadda, Davis Kiberu, Bernard S Bagaya, Julius Okwir, Patricia Nabisubi, Grace Nabakooza, Mugume Twinamatsiko Atwine, Ricard Sserunjogi, Rolanda Julius, Mariam Quiñones, Meghan Mccarthy, Phillip Cruz, Karlynn Noble, Christopher J Whalen, Darrell Hurt, Maria Y Giovanni, Michael Tartakovsky, Deogratius Ssemwanga, John M Kitayimbwa, Steven J Reynolds, Christopher C Whalen, Andrew Kambugu, Neil A Hanchard, Li Jian, Peter Amoako-Yirenkyi, Graeme Mardon, I King Jordan, Samson Pandam Salifu, Mamadou Wele, Ezekiel Adebiyi, Jeffrey G Shaffer, Seydou Doumbia, David Patrick Kateete, Michelle Skelton, Nicola Mulder, Jonathan K Kayondo, Daniel Masiga, H3africa Consortium Jan 2026

Pathways, Outputs And Impact Of Nih-Supported Bioinformatics And Genomics Graduate Trainees In Africa, Daudi Jjingo, Andrew Walakira, Suhaila Hashim, Cisse Cheickna, Ronald Galiwango, Caleb Kibet, Florence N Kivunike, Gerald Mboowa, Fredrick Elishama Kakembo, Babajide Ayodele, Jean-Baka Domelevo Entfellner, Santie De Villiers, Karen Wambui, Segun Fatumo, Tinashe Chikowore, John Mukisa, Alfred Ssekagiri, Nicholas Bbosa, Julius Mulindwa, Samuel Kyobe, Mike Nsubuga, Grace Kebirungi, Eric Katagirya, Savannah Mwesigwa, Ibra Lujumba, Rogers Kamulegeya, Samuel Kirimunda, Stephen Kanyerezi, Shahiid Kiyaga, Ivan Sserwadda, Davis Kiberu, Bernard S Bagaya, Julius Okwir, Patricia Nabisubi, Grace Nabakooza, Mugume Twinamatsiko Atwine, Ricard Sserunjogi, Rolanda Julius, Mariam Quiñones, Meghan Mccarthy, Phillip Cruz, Karlynn Noble, Christopher J Whalen, Darrell Hurt, Maria Y Giovanni, Michael Tartakovsky, Deogratius Ssemwanga, John M Kitayimbwa, Steven J Reynolds, Christopher C Whalen, Andrew Kambugu, Neil A Hanchard, Li Jian, Peter Amoako-Yirenkyi, Graeme Mardon, I King Jordan, Samson Pandam Salifu, Mamadou Wele, Ezekiel Adebiyi, Jeffrey G Shaffer, Seydou Doumbia, David Patrick Kateete, Michelle Skelton, Nicola Mulder, Jonathan K Kayondo, Daniel Masiga, H3africa Consortium

Faculty, Staff and Students Publications

Global biomedical and health research is increasingly relying on genomic and computational approaches, largely driven by the increasing volumes of nucleic acid sequencing. Concurrently, epidemiological studies and clinical records are generating enormous amounts of data amenable to disease modeling, machine learning, and artificial intelligence techniques. Bioinformatics and data science expertise is therefore essential for improved population health. Accordingly, in 2012, the US National Institutes of Health (NIH) in partnership with the Wellcome Trust, and with support from the African Society for Human Genetics, initiated the H3Africa (Human Heredity and Health in Africa) consortium. One of its key goals was to …


Spatially Resolved Integrative Analysis Of Transcriptomic And Metabolomic Changes In Tissue Injury Studies, Eleanor C Williams, Lovisa Franzén, Martina Olsson Lindvall, Gregory Hamm, Steven Oag, Muntasir Mamun Majumder, James Denholm, Azam Hamidinekoo, Javier Escudero Morlanes, Marco Vicari, Joakim Lundeberg, Laura Setyo, Trevor M Godfrey, Livia S Eberlin, Aleksandr Zakirov, Jorrit J Hornberg, Marianna Stamou, Patrik L Ståhl, Anna Ollerstam, Jennifer Y Tan, Irina Mohorianu Jan 2026

Spatially Resolved Integrative Analysis Of Transcriptomic And Metabolomic Changes In Tissue Injury Studies, Eleanor C Williams, Lovisa Franzén, Martina Olsson Lindvall, Gregory Hamm, Steven Oag, Muntasir Mamun Majumder, James Denholm, Azam Hamidinekoo, Javier Escudero Morlanes, Marco Vicari, Joakim Lundeberg, Laura Setyo, Trevor M Godfrey, Livia S Eberlin, Aleksandr Zakirov, Jorrit J Hornberg, Marianna Stamou, Patrik L Ståhl, Anna Ollerstam, Jennifer Y Tan, Irina Mohorianu

Faculty, Staff and Students Publications

Recent developments in spatially resolved -omics have enabled the joint study of gene expression, metabolite levels and tissue morphology, offering greater insights into biological pathways. Integrating these modalities from matched tissue sections to probe spatially-coordinated processes, however, remains challenging. Here we introduce MAGPIE, a framework for co-registering spatially resolved transcriptomics, metabolomics, and tissue morphology from the same or consecutive sections. We show MAGPIE's generalisability and scalability on spatial multi-omics data from multiple tissues, combining Visium with MALDI and DESI mass spectrometry imaging. MAGPIE was also applied to new multi-modal datasets generated with a specialised sampling strategy to characterise the metabolic …