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Full-Text Articles in Pathology

Mechanistic Study Of Pexidartinib-Induced Toxicity In Human Hepatic Cells, Si Chen, Yuxi Li, Xilin Li, Nan Mei, Xiaobo He, Matthew S Bryant, Xuan Qin, Feng Li, Lei Guo Oct 2025

Mechanistic Study Of Pexidartinib-Induced Toxicity In Human Hepatic Cells, Si Chen, Yuxi Li, Xilin Li, Nan Mei, Xiaobo He, Matthew S Bryant, Xuan Qin, Feng Li, Lei Guo

Faculty, Staff and Students Publications

Pexidartinib, a tyrosine kinase inhibitor, was approved by the U.S. Food and Drug Administration in 2019 for treating adult patients with symptomatic tenosynovial giant cell tumors. Because of its hepatotoxicity risks, pexidartinib received a boxed warning; however, mechanistic studies on this hepatotoxicity remain limited. In this study, we demonstrate that pexidartinib decreases cell viability in primary human hepatocytes and hepatic HepG2 cells. A 24-h treatment with pexidartinib led to apoptosis in HepG2 cells, as evidenced by increased caspase 3/7 activity and the induction of cleaved PARP and γ-H2A.X. Pexidartinib-induced endoplasmic reticulum (ER) stress was observed at early time points of …


Changes In Antiviral Prescribing For Children With Influenza In Us Emergency Departments., Tess Stopczynski, Olla Hamdan, Justin Z. Amarin, James W. Antoon, Laura S. Stewart, Haya Hayek, James Chappell, Andrew J. Spieker, Eileen J. Klein, Janet A. Englund, Geoffrey A. Weinberg, Peter G. Szilagyi, John V. Williams, Marian G. Michaels, Julie A. Boom, Leila C. Sahni, Mary Allen Staat, Elizabeth P. Schlaudecker, Jennifer E. Schuster, Rangaraj Selvarangan, Ayzsa Tannis, Heidi L. Moline, Samantha M. Olson, Natasha B. Halasa Oct 2025

Changes In Antiviral Prescribing For Children With Influenza In Us Emergency Departments., Tess Stopczynski, Olla Hamdan, Justin Z. Amarin, James W. Antoon, Laura S. Stewart, Haya Hayek, James Chappell, Andrew J. Spieker, Eileen J. Klein, Janet A. Englund, Geoffrey A. Weinberg, Peter G. Szilagyi, John V. Williams, Marian G. Michaels, Julie A. Boom, Leila C. Sahni, Mary Allen Staat, Elizabeth P. Schlaudecker, Jennifer E. Schuster, Rangaraj Selvarangan, Ayzsa Tannis, Heidi L. Moline, Samantha M. Olson, Natasha B. Halasa

Manuscripts, Articles, Book Chapters and Other Papers

IMPORTANCE: Despite national recommendations, antiviral prescribing in emergency departments (EDs) for children at higher risk of severe influenza, such as those younger than 5 years and those with specific underlying conditions, remains low.

OBJECTIVE: To assess whether there were changes in antiviral prescribing for children at higher risk of severe influenza in academic pediatric EDs before the COVID-19 pandemic (2016-2020) vs the late pandemic period (2021-2023).

DESIGN, SETTING, AND PARTICIPANTS: This multicenter, cross-sectional study included influenza-positive children younger than 18 years presenting to the ED at 1 of 7 US pediatric academic hospitals participating in the Centers for Disease Control …


Fructose And Glucose From Sugary Drinks Enhance Colorectal Cancer Metastasis Via Sord, Tianshi Feng, Qin Luo, Yanlin Liu, Zeyu Jin, David Skwarchuk, Rumi Lee, Miso Nam, John M Asara, Daya R Adye, Philip L Lorenzi, Lin Tan, Guangsheng Pei, Zhongming Zhao, Neda Zarrin-Khameh, Adriana Paulucci-Holthauzen, Brian W Simons, Ju-Seog Lee, Scott Kopetz, Jihye Yun Oct 2025

Fructose And Glucose From Sugary Drinks Enhance Colorectal Cancer Metastasis Via Sord, Tianshi Feng, Qin Luo, Yanlin Liu, Zeyu Jin, David Skwarchuk, Rumi Lee, Miso Nam, John M Asara, Daya R Adye, Philip L Lorenzi, Lin Tan, Guangsheng Pei, Zhongming Zhao, Neda Zarrin-Khameh, Adriana Paulucci-Holthauzen, Brian W Simons, Ju-Seog Lee, Scott Kopetz, Jihye Yun

Faculty, Staff and Students Publications

The consumption of sugar-sweetened beverages (SSBs), which contain high levels of fructose and glucose, has been causally and mechanistically linked to an increased risk of colorectal cancer (CRC). However, the effects of SSB consumption on advanced stages of disease progression, including metastasis, remain poorly understood. Here we show that exposure of CRC cells to a glucose and fructose formulation-reflecting the composition of both high-fructose corn syrup and sucrose found in SSBs-enhances cellular motility and metastatic potential compared to glucose alone. Given that CRC cells grow poorly in fructose alone, and cells in vivo are not physiologically exposed to fructose without …


Endoglin-Directed Car T Cells Comprehensively Target Tumors In Advanced Sarcomas, Harrison R Berger, Malina Maharana, Jeneffer Mirabal, Lyazat Kurenbekova, Alberto Delaidelli, Atreyi Dasgupta, Ahmed Z Gad, Mohamed F Sheha, Sybrina S Kerr, Ada I Ozcan, Jessica S Morris, Angela M Major, M John Hicks, Mary K Mckenna, Ben K Seon, Matthew L Baker, Poul H Sorensen, Meenakshi Hegde, Jason T Yustein, Nabil Ahmed, Sujith K Joseph Oct 2025

Endoglin-Directed Car T Cells Comprehensively Target Tumors In Advanced Sarcomas, Harrison R Berger, Malina Maharana, Jeneffer Mirabal, Lyazat Kurenbekova, Alberto Delaidelli, Atreyi Dasgupta, Ahmed Z Gad, Mohamed F Sheha, Sybrina S Kerr, Ada I Ozcan, Jessica S Morris, Angela M Major, M John Hicks, Mary K Mckenna, Ben K Seon, Matthew L Baker, Poul H Sorensen, Meenakshi Hegde, Jason T Yustein, Nabil Ahmed, Sujith K Joseph

Faculty, Staff and Students Publications

There are limited therapeutic options for patients with advanced sarcomas, which leads to dismal outcomes for children and adults. Although chimeric antigen receptor (CAR) T cells hold promise for treating advanced sarcomas, this approach is constrained by a paucity of effective targets. Our previous clinical study identified endoglin (ENG/CD105), a TGFβ coreceptor, as a target of the endogenous immune response in a patient with sarcoma who exhibited an exceptional response to HER2-targeted CAR T-cell therapy. ENG is expressed on various sarcomas, cancer-associated fibroblasts, and neoangiogenic vessels and therefore offers comprehensive tumor targeting. Furthermore, ENG knockout in sarcoma cells reduces their …


Antiviral Use Among Children Hospitalized With Laboratory-Confirmed Influenza Illness: A Prospective, Multicenter Surveillance Study., James W. Antoon, Justin Z. Amarin, Olla Hamdan, Tess Stopczynski, Laura S. Stewart, Marian G. Michaels, John V. Williams, Eileen J. Klein, Janet A. Englund, Geoffrey A. Weinberg, Peter G. Szilagyi, Jennifer E. Schuster, Rangaraj Selvarangan, Christopher J. Harrison, Julie A. Boom, Leila C. Sahni, Flor M. Muñoz, Mary Allen Staat, Elizabeth P. Schlaudecker, James D. Chappell, Benjamin R. Clopper, Heidi L. Moline, Angela P. Campbell, Andrew J. Spieker, Samantha M. Olson, Natasha B. Halasa Sep 2025

Antiviral Use Among Children Hospitalized With Laboratory-Confirmed Influenza Illness: A Prospective, Multicenter Surveillance Study., James W. Antoon, Justin Z. Amarin, Olla Hamdan, Tess Stopczynski, Laura S. Stewart, Marian G. Michaels, John V. Williams, Eileen J. Klein, Janet A. Englund, Geoffrey A. Weinberg, Peter G. Szilagyi, Jennifer E. Schuster, Rangaraj Selvarangan, Christopher J. Harrison, Julie A. Boom, Leila C. Sahni, Flor M. Muñoz, Mary Allen Staat, Elizabeth P. Schlaudecker, James D. Chappell, Benjamin R. Clopper, Heidi L. Moline, Angela P. Campbell, Andrew J. Spieker, Samantha M. Olson, Natasha B. Halasa

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Guidelines state that all hospitalized children with suspected or confirmed influenza receive prompt treatment with influenza-specific antivirals. We sought to determine the frequency of, and factors associated with, antiviral receipt among hospitalized children.

METHODS: We conducted active surveillance of children presenting with fever or respiratory symptoms from 1 December 2016 to 31 March 2020 at 7 pediatric medical centers in the New Vaccine Surveillance Network. The cohort consisted of children hospitalized with influenza A or B confirmed by clinical or research testing. The primary outcome was frequency of antiviral receipt during hospitalization. We used logistic regression to obtain adjusted …


Dissecting The Effect Of Mitochondrial Bcat Inhibition In Methylmalonic Acidemia, Madeline G Hemmingsen, Guo-Fang Zhang, Yunhan Ma, Hannah Marchuk, Kalyani R Patel, Tong Chen, Xinning Li, Mark Chapman, Sabrina Collias, Dolores H Lopez-Terrada, James Beasley, Ashlee R Stiles, Randy J Chandler, Charles P Venditti, Sarah P Young, Mercedes Barzi, Beatrice Bissig-Choisat, Doug Krafte, Christopher B Newgard, Karl-Dimiter Bissig Sep 2025

Dissecting The Effect Of Mitochondrial Bcat Inhibition In Methylmalonic Acidemia, Madeline G Hemmingsen, Guo-Fang Zhang, Yunhan Ma, Hannah Marchuk, Kalyani R Patel, Tong Chen, Xinning Li, Mark Chapman, Sabrina Collias, Dolores H Lopez-Terrada, James Beasley, Ashlee R Stiles, Randy J Chandler, Charles P Venditti, Sarah P Young, Mercedes Barzi, Beatrice Bissig-Choisat, Doug Krafte, Christopher B Newgard, Karl-Dimiter Bissig

Faculty, Staff and Students Publications

Methylmalonic acidemia (MMA) is a severe metabolic disorder affecting multiple organs because of a distal block in branched-chain amino acid (BCAA) catabolism. Standard of care is limited to protein restriction and supportive care during metabolic decompensation. Severe cases require liver/kidney transplantation, and there is a clear need for better therapy. Here, we investigated the effects of a small molecule branched-chain amino acid transaminase (BCAT) inhibitor in human MMA hepatocytes and an MMA mouse model. Mitochondrial BCAT is the first step in BCAA catabolism, and reduction of flux through an early enzymatic step is successfully used in other amino acid metabolic …


Acute Loss Of Tactile Input Leads To General Compensatory Changes In Eye-Hand Coordination During Object Manipulation, Kevin Ung, John F Magnotti, Brandon Kim, Jeffrey M Yau, Per F Nordmark Sep 2025

Acute Loss Of Tactile Input Leads To General Compensatory Changes In Eye-Hand Coordination During Object Manipulation, Kevin Ung, John F Magnotti, Brandon Kim, Jeffrey M Yau, Per F Nordmark

Faculty, Staff and Students Publications

Current models of motor control emphasize the critical role of sensory feedback, as demonstrated by movement coordination deficits following sensory impairment. When both vision and touch are available for object-oriented manual behaviors, they serve distinct roles; vision guides the execution of planned movements, while touch provides more direct feedback on hand-object interactions. The impact of losing somatosensory feedback on eye-hand coordination during dexterous object manipulation tasks has not been thoroughly studied. Conceivably, vision is recruited to compensate for the feedback lost when touch is abolished based on the dexterity demands of the behavior. To investigate this, we tested healthy participants …


Extended Survival With Pancreatic Carcinosarcoma: A Case Report And Literature Review, Tian Xiao, Claire Browne, Morgan Black, Celia Marginean, Elena Tsvetkova Aug 2025

Extended Survival With Pancreatic Carcinosarcoma: A Case Report And Literature Review, Tian Xiao, Claire Browne, Morgan Black, Celia Marginean, Elena Tsvetkova

Faculty, Staff and Students Publications

Pancreatic carcinosarcoma is a rare and aggressive malignancy that can mimic pancreatic adenocarcinomas in presentation but often has different disease biology and different responses to conventional treatment for pancreatic adenocarcinoma. Case reports have documented a 5-year overall survival of approximately 13% only if the disease is caught at an earlier stage and is amenable to multi-modality treatment, including surgery, chemotherapy, and radiation. In the advanced stage, treatments do not often provide benefit, and patients may decline rapidly. There are currently no studies demonstrating survival benefits with chemotherapy in patients with metastatic carcinosarcoma, owing to both the rarity and the often …


The Significance Of Detecting An Unusual Myeloblast Immunophenotype In A Presumptive Clinical Diagnosis Of Myelodysplastic Syndromes, Fnu Sameeta, Wei Wang, Fatima Zahra Jelloul, Okechukwu V Nwogbo, Beenu Thakral, Jie Xu, Shaoying Li, Chi Young Ok, Guilin Tang, Fuli Jia, L Jeffrey Medeiros, Sanam Loghavi, Jeffrey L Jorgensen, Sa A Wang Aug 2025

The Significance Of Detecting An Unusual Myeloblast Immunophenotype In A Presumptive Clinical Diagnosis Of Myelodysplastic Syndromes, Fnu Sameeta, Wei Wang, Fatima Zahra Jelloul, Okechukwu V Nwogbo, Beenu Thakral, Jie Xu, Shaoying Li, Chi Young Ok, Guilin Tang, Fuli Jia, L Jeffrey Medeiros, Sanam Loghavi, Jeffrey L Jorgensen, Sa A Wang

Faculty, Staff and Student Publications

Context.—: Blasts in myelodysplastic syndromes (MDSs) typically have a primitive myeloid immunophenotype (CD34+CD117+CD13+CD33+HLA-DR+). On rare occasions, blasts were found to be CD34 negative or minimally expressed in a presumptive MDS.

Objective.—: To investigate the occurrence of these cases, and to examine any unique molecular genetic features, and clinical relevance.

Design.—: More than 2000 flow cytometry immunophenotyping tests for MDS performed during a 5-year period were retrospectively reviewed. Chronic myelomonocytic leukemia and overt acute myeloid leukemia (AML) (≥20% blasts) were excluded.

Results.—: Approximately 800 cases had abnormal myeloblasts consistent with myeloid neoplasms; 96% of cases showed a typical primitive phenotype, but …


Insights Into The Molecular Mechanism Of Pulmonary Vein Stenosis In Pediatric Patients With Congenital Heart Disease, Alyssa B Kalustian, Pengfei Ji, Lalita Wadhwa, Christopher A Caldarone, Manish Bansal, Athar M Qureshi, Jeffrey S Heinle, Ravi K Birla Aug 2025

Insights Into The Molecular Mechanism Of Pulmonary Vein Stenosis In Pediatric Patients With Congenital Heart Disease, Alyssa B Kalustian, Pengfei Ji, Lalita Wadhwa, Christopher A Caldarone, Manish Bansal, Athar M Qureshi, Jeffrey S Heinle, Ravi K Birla

Faculty, Staff and Students Publications

Objective: Pediatric pulmonary vein stenosis (PVS) is associated with substantial morbidity and mortality for the subset of patients with recurrent or progressive disease. The molecular mechanisms underlying the development and trajectory of PVS remain unclear. This study characterizes the transcriptome of clinical and phenotypic subtypes of PVS.

Methods: Bulk RNA sequencing analysis was performed on human pulmonary vein tissue samples obtained from surgical interventions for pediatric patients with PVS. Transcriptomic profiles were compared for primary versus postrepair PVS as well as aggressive versus nonaggressive clinical phenotypes. Principal component analysis was performed, the differential gene expression quantified, and pathway analysis conducted …


Braf V600e-Positive Mononuclear Cells In Blood At Diagnosis Portend Treatment Failure And Neurodegeneration In Pediatric Lch, Howard Lin, Akanksha Batajoo, Erin Peckham-Gregory, Daniel Zinn, Olive S Eckstein, Nader Kim El-Mallawany, Nitya Gulati, Zachary D Prudowsky, Brooks Scull, Jessica Velazquez, Harshal Abhyankar, Stephen J Simko, Daria Vakula, Ryan Fleischmann, Vivekanudeep Karri, M John Hicks, Kevin E Fisher, Choladda V Curry, Angshumoy Roy, Deborah Schiff, Kenneth M Heym, Michael E Scheurer, D Williams Parsons, Miriam Merad, Tsz-Kwong Man, Kenneth L Mcclain, Jennifer Picarsic, Carl E Allen Jul 2025

Braf V600e-Positive Mononuclear Cells In Blood At Diagnosis Portend Treatment Failure And Neurodegeneration In Pediatric Lch, Howard Lin, Akanksha Batajoo, Erin Peckham-Gregory, Daniel Zinn, Olive S Eckstein, Nader Kim El-Mallawany, Nitya Gulati, Zachary D Prudowsky, Brooks Scull, Jessica Velazquez, Harshal Abhyankar, Stephen J Simko, Daria Vakula, Ryan Fleischmann, Vivekanudeep Karri, M John Hicks, Kevin E Fisher, Choladda V Curry, Angshumoy Roy, Deborah Schiff, Kenneth M Heym, Michael E Scheurer, D Williams Parsons, Miriam Merad, Tsz-Kwong Man, Kenneth L Mcclain, Jennifer Picarsic, Carl E Allen

Faculty, Staff and Students Publications

Langerhans cell histiocytosis (LCH) is a myeloid neoplastic disorder driven by mitogen-activated protein kinase (MAPK) activation in hematopoietic cells. Historically, LCH has been staged according to involvement of "risk organs" (bone marrow, liver, and spleen), based on risk of death. With improvements in supportive care and efficacy of MAPK pathway inhibitors, patients with LCH now rarely die. However, most patients with LCH with multisystem disease are not cured with current front-line chemotherapy, and treatment failure is associated with long-term morbidity, including LCH-associated neurodegeneration (LCH-ND). In this study, we evaluated the impact of extent of LCH at presentation, tumor genotype, and …


Amino Acid Transporter Lat1 (Slc7a5) Promotes Metabolic Rewiring In Tnbc Progression Through The L-Trp/Qprt/Nad+ Pathway, Margot Y. Fedoroff, Lei Zhao, Shaomin Wang, Alok Bhushan, Haifeng Yang, Karen M. Bussard, Stephen C. Peiper, Jun He Jul 2025

Amino Acid Transporter Lat1 (Slc7a5) Promotes Metabolic Rewiring In Tnbc Progression Through The L-Trp/Qprt/Nad+ Pathway, Margot Y. Fedoroff, Lei Zhao, Shaomin Wang, Alok Bhushan, Haifeng Yang, Karen M. Bussard, Stephen C. Peiper, Jun He

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

BACKGROUND: Cancer cells uptake excessive nutrients by expressing higher levels of glucose and/or amino acid transporters to meet their increased energy demands. L-type amino acid transporter 1 (LAT1), is regarded as a cancer-specific transporter for the uptake of large neutral amino acids such as L-tryptophan. However, the mechanism by which LAT1 rewires cellular metabolism to promote cancer progression and chemoresistance have not yet been investigated.

METHODS: The protein levels of LAT1, p-PKM2, and p-LDHA were determined in breast cancer tissue arrays by immunohistochemistry staining followed by survival analysis. The orthotopic breast cancer models in mice, syngeneic breast cancer models, and …


Genomic Reporting Practices Across 5 Molecular Disciplines: A Study From The College Of American Pathologists, Larissa V Furtado, Annette S Kim, Ann M Moyer, Joel T Moncur, Rena R Xian, Angshumoy Roy, Avni B Santani, Yassmine Akkari, Karl V Voelkerding, Rhona J Souers, Jaimie Halley, Glenn E Palomaki Jul 2025

Genomic Reporting Practices Across 5 Molecular Disciplines: A Study From The College Of American Pathologists, Larissa V Furtado, Annette S Kim, Ann M Moyer, Joel T Moncur, Rena R Xian, Angshumoy Roy, Avni B Santani, Yassmine Akkari, Karl V Voelkerding, Rhona J Souers, Jaimie Halley, Glenn E Palomaki

Faculty, Staff and Students Publications

Context.—: Genomic reports are primarily organized in a narrative and unstructured format with variations in content and format. Regulatory requirements and professional guidelines for genetic test reporting exist but provide little guidance for effective communication of information.

Objective.—: To assess clinical genomic reporting practices across 5 disciplines within molecular diagnostics, including germline, somatic solid tumors, somatic hematologic malignancies, pharmacogenomics, and prenatal cell-free DNA screening.

Design.—: Reporting practices were assessed by using a structured review of clinical genomic reports from multiple laboratories in 5 molecular disciplines spanning different practice settings. Report content was reviewed by the presence/absence of from 27 to …


Gut Virome Profile In New Onset Treatment Naïve Saudi Children With Ulcerative Colitis, Mohammad El Mouzan, Tor C Savidge, Ahmed Al Sarkhy, Shyam Badu, Badr Alsaleem, Mohammad Al Mofarreh, Abdullah Almasood, Asaad Assiri Jul 2025

Gut Virome Profile In New Onset Treatment Naïve Saudi Children With Ulcerative Colitis, Mohammad El Mouzan, Tor C Savidge, Ahmed Al Sarkhy, Shyam Badu, Badr Alsaleem, Mohammad Al Mofarreh, Abdullah Almasood, Asaad Assiri

Faculty, Staff and Students Publications

Background: Gut microbiome imbalance is well established in ulcerative colitis (UC) in Western populations. Significantly less is known about the gut virome and whether geography impacts the UC-associated microbiome. The aim of this study was to characterize gut bacteriophage changes, as well as to identify phage-bacterial associations that can serve as potential biomarkers of UC.

Methods: Twenty children with UC and 20 healthy controls were enrolled in the study. Inclusion criteria included newly diagnosed treatment-naïve children with UC with no antibiotic exposure for at least six months prior to sample collection. Deoxyribonucleic acid (DNA) was extracted from stool and rectal …


Neovascular Pruning By Ido1 Inhibitors Can Potentiate Immunogenic Cytotoxicity Of Ischemia-Targeted Agents To Synergistically Enhance Anti-Pd-1 Responsiveness, Shih-Chun Shen, Souvik Dey, James B. Duhadaway, Erika Sutanto-Ward, Maurice T. Hampton, Serguei V. Kozlov, George C. Prendergast, Alexander J. Muller May 2025

Neovascular Pruning By Ido1 Inhibitors Can Potentiate Immunogenic Cytotoxicity Of Ischemia-Targeted Agents To Synergistically Enhance Anti-Pd-1 Responsiveness, Shih-Chun Shen, Souvik Dey, James B. Duhadaway, Erika Sutanto-Ward, Maurice T. Hampton, Serguei V. Kozlov, George C. Prendergast, Alexander J. Muller

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

BACKGROUND: Strategies for deploying indoleamine 2,3-dioxygenase 1 (IDO1)-targeted therapies for use against cancer have focused on IDO1's role in promoting peripheral immune tolerance that shields tumors from effector T cells. However, preclinical investigation of both primary and metastatic tumor development in the lungs has uncovered a previously unappreciated role for IDO1 in directing a counterregulatory response to interferon (IFN)-γ that realigns the local inflammatory environment to promote tumor neovascularization. Understanding how to therapeutically leverage the ability of IDO1 inhibitors to subvert inflammatory neovascularization within the tumor microenvironment has potential ramifications for future clinical development of these compounds.

METHODS: Pulmonary metastases …


Rescue Of The First Mitochondrial Membrane Carrier, The Mpic, By Tat-Mediated Protein Replacement Treatment, Samar Zabit, Orly Melloul, Michal Lichtenstein, Erin L. Seifert, Haya Lorberboum-Galski May 2025

Rescue Of The First Mitochondrial Membrane Carrier, The Mpic, By Tat-Mediated Protein Replacement Treatment, Samar Zabit, Orly Melloul, Michal Lichtenstein, Erin L. Seifert, Haya Lorberboum-Galski

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

The mitochondrial phosphate carrier (mPiC), encoded by the nuclear gene SLC25A3, is synthesized with an N-terminus mitochondrial targeting sequence (MTS), enabling its import into the mitochondria. mPiC imports inorganic phosphate (Pi) into the mitochondrial matrix for ATP production and other matrix phosphorylation reactions, as well as regulates mitochondrial Ca2+ uptake and buffering of matrix Ca2+. PiC also imports copper (Cu), crucial to COX subunit holoenzyme assembly. Variants in SLC25A3 exist and lead to mPiC deficiency (MPCD), cause a rare autosomal recessive disease with no current cure; patients with MPCD usually die within the first …


Targeting Bard1 Suppresses A Myc-Dependent Transcriptional Program And Tumor Growth In Pancreatic Ductal Adenocarcinoma, Sohum Patel, Eleanor Jenkins, Rutuj P. Kusurkar, Sherry Lee, Wei Jiang, Avinoam Nevler, Matthew Mccoy, Michael J. Pishvaian, Rosalie C. Sears, Jonathan R. Brody, Charles J. Yeo, Aditi Jain May 2025

Targeting Bard1 Suppresses A Myc-Dependent Transcriptional Program And Tumor Growth In Pancreatic Ductal Adenocarcinoma, Sohum Patel, Eleanor Jenkins, Rutuj P. Kusurkar, Sherry Lee, Wei Jiang, Avinoam Nevler, Matthew Mccoy, Michael J. Pishvaian, Rosalie C. Sears, Jonathan R. Brody, Charles J. Yeo, Aditi Jain

Department of Surgery Faculty Papers

Pancreatic ductal adenocarcinoma (PDAC) remains one of the deadliest cancers demanding better and more effective therapies. BARD1 or BRCA1-Associated -Ring Domain-1 plays a pivotal role in homologous recombination repair (HRR). However, its function and the underlying molecular mechanisms in PDAC are still not fully elucidated. Here, we demonstrate that BARD1 is overexpressed in PDAC and its genetic inhibition suppresses c-Myc and disrupts c-Myc dependent transcriptional program. Mechanistically, BARD1 stabilizes c-Myc through ubiquitin-proteasome system by regulating FBXW7. Importantly, targeting BARD1 using either siRNAs or CRISPR/Cas9 deletion blocks PDAC growth in vitro and in vivo, without any signs of toxicity to mice. …


Enterovirus D68-Associated Respiratory Illness In Children., Benjamin R. Clopper, Adriana S. Lopez, Leah A. Goldstein, Terry Fei Fan Ng, Ariana P. Toepfer, Mary A. Staat, Elizabeth P. Schlaudecker, Leila C. Sahni, Julie A. Boom, Jennifer E. Schuster, Rangaraj Selvarangan, Natasha B. Halasa, Laura S. Stewart, John V. Williams, Marian G. Michaels, Geoffrey A. Weinberg, Peter G. Szilagyi, Eileen J. Klein, Janet A. Englund, Meredith L. Mcmorrow, Heidi L. Moline, Claire M. Midgley May 2025

Enterovirus D68-Associated Respiratory Illness In Children., Benjamin R. Clopper, Adriana S. Lopez, Leah A. Goldstein, Terry Fei Fan Ng, Ariana P. Toepfer, Mary A. Staat, Elizabeth P. Schlaudecker, Leila C. Sahni, Julie A. Boom, Jennifer E. Schuster, Rangaraj Selvarangan, Natasha B. Halasa, Laura S. Stewart, John V. Williams, Marian G. Michaels, Geoffrey A. Weinberg, Peter G. Szilagyi, Eileen J. Klein, Janet A. Englund, Meredith L. Mcmorrow, Heidi L. Moline, Claire M. Midgley

Manuscripts, Articles, Book Chapters and Other Papers

IMPORTANCE: Enterovirus D68 (EV-D68) typically causes mild to severe acute respiratory illness (ARI). Testing and surveillance for EV-D68 in the US are limited, and important epidemiologic gaps remain.

OBJECTIVE: To characterize the epidemiology and clinical severity of EV-D68 among US children seeking care for ARI from 2017 to 2022, using a multisite, active, systematic surveillance network.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study collected data from the New Vaccine Surveillance Network, an active, prospective, population-based surveillance system of emergency departments (EDs) and hospitals at 7 US academic medical centers. Children with ARI and EV-D68-positive results were enrolled during platform-wide EV-D68 …


Distinguishing Multisystem Inflammatory Syndrome In Children From Typhus Using Artificial Intelligence: Mis-C Versus Endemic Typhus (Ai-Met), Angela Chun, Abraham Bautista-Castillo, Isabella Osuna, Kristiana Nasto, Flor M Munoz, Gordon E Schutze, Sridevi Devaraj, Eyal Muscal, Marietta M De Guzman, Kristen Sexson Tejtel, Tiphanie P Vogel, Ioannis A Kakadiaris Apr 2025

Distinguishing Multisystem Inflammatory Syndrome In Children From Typhus Using Artificial Intelligence: Mis-C Versus Endemic Typhus (Ai-Met), Angela Chun, Abraham Bautista-Castillo, Isabella Osuna, Kristiana Nasto, Flor M Munoz, Gordon E Schutze, Sridevi Devaraj, Eyal Muscal, Marietta M De Guzman, Kristen Sexson Tejtel, Tiphanie P Vogel, Ioannis A Kakadiaris

Faculty, Staff and Students Publications

Background: The pandemic emergent disease multisystem inflammatory syndrome in children (MIS-C) following coronavirus disease-19 infection can mimic endemic typhus. We aimed to use artificial intelligence (AI) to develop a clinical decision support system that accurately distinguishes MIS-C versus endemic typhus (MET).

Methods: Demographic, clinical, and laboratory features rapidly available following presentation were extracted for 133 patients with MIS-C and 87 patients hospitalized due to typhus. An attention module assigned importance to inputs used to create the 2-phase AI-MET. Phase 1 uses 17 features to arrive at a classification manually (MET-17). If the confidence level is not surpassed, 13 additional features …


Intestinal Epithelial Serotonin As A Novel Target For Treating Disorders Of Gut-Brain Interaction And Mood, Lin Y Hung, Nuno D Alves, Andrew Del Colle, Ardesheer Talati, Sarah A Najjar, Virginie Bouchard, Virginie Gillet, Yan Tong, Zixing Huang, Kirsteen N Browning, Jialiang Hua, Ying Liu, James O Woodruff, Daniel Juarez, Melissa Medina, Jonathan Posner, Raquel Tonello, Nazli Yalcinkaya, Narek Israelyan, Roey Ringel, Letao Yang, Kam W Leong, Mu Yang, Ji Ying Sze, Tor Savidge, Jay Gingrich, Robert J Shulman, Michael D Gershon, Annie Ouellet, Larissa Takser, Mark S Ansorge, Kara Gross Margolis Apr 2025

Intestinal Epithelial Serotonin As A Novel Target For Treating Disorders Of Gut-Brain Interaction And Mood, Lin Y Hung, Nuno D Alves, Andrew Del Colle, Ardesheer Talati, Sarah A Najjar, Virginie Bouchard, Virginie Gillet, Yan Tong, Zixing Huang, Kirsteen N Browning, Jialiang Hua, Ying Liu, James O Woodruff, Daniel Juarez, Melissa Medina, Jonathan Posner, Raquel Tonello, Nazli Yalcinkaya, Narek Israelyan, Roey Ringel, Letao Yang, Kam W Leong, Mu Yang, Ji Ying Sze, Tor Savidge, Jay Gingrich, Robert J Shulman, Michael D Gershon, Annie Ouellet, Larissa Takser, Mark S Ansorge, Kara Gross Margolis

Faculty, Staff and Students Publications

Background & aims: Mood disorders and disorders of gut-brain interaction (DGBI) are highly prevalent, commonly comorbid, and lack fully effective therapies. Although selective serotonin reuptake inhibitors (SSRIs) are first-line pharmacological treatments for these disorders, they may impart adverse effects, including anxiety, anhedonia, dysmotility, and, in children exposed in utero, an increased risk of cognitive, mood, and gastrointestinal disorders. SSRIs act systemically to block the serotonin reuptake transporter and enhance serotonergic signaling in the brain, intestinal epithelium, and enteric neurons. Yet, the compartments that mediate the therapeutic and adverse effects of SSRIs are unknown, as is whether gestational SSRI exposure directly …


Pediatric Myeloid Neoplasms With Ubtf Tandem Duplications: Morphologic, Immunophenotypic, And Clinical Characterization, Mahsa Khanlari, Wei Wang, Yonghui Ni, Paul E Mead, Masayuki Umeda, Tami Westover, Jing Ma, Jeffrey E Rubnitz, Juan M Barajas, Stanley Pounds, Jeffery M Klco Apr 2025

Pediatric Myeloid Neoplasms With Ubtf Tandem Duplications: Morphologic, Immunophenotypic, And Clinical Characterization, Mahsa Khanlari, Wei Wang, Yonghui Ni, Paul E Mead, Masayuki Umeda, Tami Westover, Jing Ma, Jeffrey E Rubnitz, Juan M Barajas, Stanley Pounds, Jeffery M Klco

Faculty, Staff and Student Publications

Tandem duplications (TDs) in exons of upstream binding transcription factor (UBTF-TD) are a rare recurrent alteration in pediatric and adult acute myeloid leukemia (AML) and myelodysplastic syndrome (MDS)/neoplasm. Although recently identified, AML with UBTF-TD is now considered a distinct subtype of AML. To further our understanding of myeloid neoplasms with UBTF-TD, we analyzed clinical, morphologic, and immunophenotypic characteristics of 27 pediatric patients with UBTF-TD-positive myeloid neoplasm, including 21 diagnosed as AML and 6 as MDS. Our data demonstrated that UBTF-TD is frequently associated with cytopenia, hypercellular marrow with erythroid hyperplasia, and trilineage dysplasia. Blasts …


Sialidase Fusion Protein Protects Against Influenza Infection In A Cigarette Smoke-Induced Model Of Copd, Cheng-Yen Chang, Dominique Armstrong, John M Knight, Trevor V Gale, Stephen Hawley, Max Wang, Nancy Chang, David B Corry, Farrah Kheradmand Apr 2025

Sialidase Fusion Protein Protects Against Influenza Infection In A Cigarette Smoke-Induced Model Of Copd, Cheng-Yen Chang, Dominique Armstrong, John M Knight, Trevor V Gale, Stephen Hawley, Max Wang, Nancy Chang, David B Corry, Farrah Kheradmand

Faculty, Staff and Students Publications

First- and secondhand smokers are at an increased risk for influenza virus (IFV)-related respiratory failure and death. Despite approved influenza antiviral treatments, there is an unmet need for treatments that can improve outcomes in populations at risk for respiratory failure, including tobacco users with Chronic Obstructive Pulmonary Disease (COPD). Here we show that the sialidase fusion protein, DAS181, reduced viral burden, mitigated inflammation, and attenuated lung function loss, consistent with broad-spectrum anti-influenza responses in a mouse model of COPD and IFV-A infection. Treatment with DAS181 reprogramed the sialic acid-binding immunoglobulin-like lectins (Siglecs) in alveolar macrophages, increased expression of phagocytic marker …


Dependence Of Mitochondrial Calcium Signalling And Dynamics On The Disaggregase, Clpb, Donato D'Angelo, Víctor H. Sánchez-Vázquez, Benjamín Cartes-Saavedra, Denis Vecellio Reane, Ryan R. Cupo, Hilda Delgado De La Herran, Giorgia Ghirardo, James Shorter, Ron A. Wevers, Saskia B. Wortmann, Fabiana Perocchi, Rosario Rizzuto, Anna Raffaello, György Hajnóczky Mar 2025

Dependence Of Mitochondrial Calcium Signalling And Dynamics On The Disaggregase, Clpb, Donato D'Angelo, Víctor H. Sánchez-Vázquez, Benjamín Cartes-Saavedra, Denis Vecellio Reane, Ryan R. Cupo, Hilda Delgado De La Herran, Giorgia Ghirardo, James Shorter, Ron A. Wevers, Saskia B. Wortmann, Fabiana Perocchi, Rosario Rizzuto, Anna Raffaello, György Hajnóczky

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

Cells utilize protein disaggregases to avoid abnormal protein aggregation that causes many diseases. Among these, caseinolytic peptidase B protein homolog (CLPB) is localized in the mitochondrial intermembrane space and linked to human disease. Upon CLPB loss, MICU1 and MICU2, regulators of the mitochondrial calcium uniporter complex (mtCU), and OPA1, a main mediator of mitochondrial fusion, become insoluble but the functional outcome remains unclear. In this work we demonstrate that CLPB is required to maintain mitochondrial calcium signalling and fusion dynamics. CLPB loss results in altered mtCU composition, interfering with mitochondrial calcium uptake independently of cytosolic calcium and mitochondrial membrane potential. …


Vdac2 And Bak Scarcity In Liver Mitochondria Enables Targeting Hepatocarcinoma While Sparing Hepatocytes, Shamim Naghdi, Piyush Mishra, Soumya S. Roy, David Weaver, Ludivine Walter, Erika Davies, Anil N. Antony, Xuena Lin, Gisela Moehren, Mark A. Feitelson, Christopher A. Reed, Tullia Lindsten, Craig B. Thompson, Hien T. Dang, Jan B. Hoek, Erik S. Knudsen, György Hajnóczky Mar 2025

Vdac2 And Bak Scarcity In Liver Mitochondria Enables Targeting Hepatocarcinoma While Sparing Hepatocytes, Shamim Naghdi, Piyush Mishra, Soumya S. Roy, David Weaver, Ludivine Walter, Erika Davies, Anil N. Antony, Xuena Lin, Gisela Moehren, Mark A. Feitelson, Christopher A. Reed, Tullia Lindsten, Craig B. Thompson, Hien T. Dang, Jan B. Hoek, Erik S. Knudsen, György Hajnóczky

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

Differences between normal tissues and invading tumors that allow tumor targeting while saving normal tissue are much sought after. Here we show that scarcity of VDAC2, and the consequent lack of Bak recruitment to mitochondria, renders hepatocyte mitochondria resistant to permeabilization by truncated Bid (tBid), a Bcl-2 Homology 3 (BH3)-only, Bcl-2 family protein. Increased VDAC2 and Bak is found in most human liver cancers and mitochondria from tumors and hepatic cancer cell lines exhibit VDAC2- and Bak-dependent tBid sensitivity. Exploring potential therapeutic targeting, we find that combinations of activators of the tBid pathway with inhibitors of the Bcl-2 family proteins …


Inappropriate Laboratory Testing: Significant Waste Quantified By A Large-Scale Year-Long Study Of Medicare And Commercial Payer Reimbursement, Dave Smart, Jeff Schreier, Ila R Singh Mar 2025

Inappropriate Laboratory Testing: Significant Waste Quantified By A Large-Scale Year-Long Study Of Medicare And Commercial Payer Reimbursement, Dave Smart, Jeff Schreier, Ila R Singh

Faculty, Staff and Students Publications

Context.—: Laboratory testing, beyond what is essential for managing health, is considered low-value care, posing patient risks and wasting resources. Measuring excess testing on a national level is crucial to identify waste and optimize healthcare resource allocation for maximum impact.

Objective.—: To measure inappropriate laboratory testing and its cost across Medicare and many US commercial payers.

Design.—: A retrospective analysis on 2019 claims data measured the frequency of 4 commonly used laboratory tests among 64 million individuals with Medicare and 168 million with commercial insurance. Tests included 25-hydroxy vitamin D, prostate-specific antigen, lipid panel, and hemoglobin A1c. Clinical guidelines, medical …


Interim Estimates Of 2024-2025 Seasonal Influenza Vaccine Effectiveness - Four Vaccine Effectiveness Networks, United States, October 2024-February 2025., Aaron M. Frutos, Seana Cleary, Emily L. Reeves, Haris M. Ahmad, Ashley M. Price, Wesley H. Self, Yuwei Zhu, Basmah Safdar, Ithan D. Peltan, Kevin W. Gibbs, Matthew C. Exline, Adam S. Lauring, Sarah W. Ball, Malini Desilva, Sara Y. Tartof, Kristin Dascomb, Stephanie A. Irving, Nicola P. Klein, Brian E. Dixon, Toan C. Ong, Ivana A. Vaughn, Stacey L. House, Kiran A. Faryar, Mary Patricia Nowalk, Manjusha Gaglani, Karen J. Wernli, Vel Murugan, Olivia L. Williams, Rangaraj Selvarangan, Geoffrey A. Weinberg, Mary A. Staat, Natasha B. Halasa, Leila C. Sahni, Marian G. Michaels, Janet A. Englund, Marie K. Kirby, Diya Surie, Fatimah S. Dawood, Benjamin R. Clopper, Heidi L Moline, Ruth Link-Gelles, Amanda B. Payne, Elizabeth Harker, Kristina Wielgosz, Zachary A. Weber, Duck-Hye Yang, Nathaniel M. Lewis, Jennifer Decuir, Samantha M. Olson, Jessie R. Chung, Brendan Flannery, Lisa A. Grohskopf, Carrie Reed, Shikha Garg, Sascha Ellington, Cdc Influenza Vaccine Effectiveness Collaborators Feb 2025

Interim Estimates Of 2024-2025 Seasonal Influenza Vaccine Effectiveness - Four Vaccine Effectiveness Networks, United States, October 2024-February 2025., Aaron M. Frutos, Seana Cleary, Emily L. Reeves, Haris M. Ahmad, Ashley M. Price, Wesley H. Self, Yuwei Zhu, Basmah Safdar, Ithan D. Peltan, Kevin W. Gibbs, Matthew C. Exline, Adam S. Lauring, Sarah W. Ball, Malini Desilva, Sara Y. Tartof, Kristin Dascomb, Stephanie A. Irving, Nicola P. Klein, Brian E. Dixon, Toan C. Ong, Ivana A. Vaughn, Stacey L. House, Kiran A. Faryar, Mary Patricia Nowalk, Manjusha Gaglani, Karen J. Wernli, Vel Murugan, Olivia L. Williams, Rangaraj Selvarangan, Geoffrey A. Weinberg, Mary A. Staat, Natasha B. Halasa, Leila C. Sahni, Marian G. Michaels, Janet A. Englund, Marie K. Kirby, Diya Surie, Fatimah S. Dawood, Benjamin R. Clopper, Heidi L Moline, Ruth Link-Gelles, Amanda B. Payne, Elizabeth Harker, Kristina Wielgosz, Zachary A. Weber, Duck-Hye Yang, Nathaniel M. Lewis, Jennifer Decuir, Samantha M. Olson, Jessie R. Chung, Brendan Flannery, Lisa A. Grohskopf, Carrie Reed, Shikha Garg, Sascha Ellington, Cdc Influenza Vaccine Effectiveness Collaborators

Manuscripts, Articles, Book Chapters and Other Papers

Annual influenza vaccination is recommended for all persons aged ≥6 months in the United States. Interim influenza vaccine effectiveness (VE) was calculated among patients with acute respiratory illness-associated outpatient visits and hospitalizations from four VE networks during the 2024-25 influenza season (October 2024-February 2025). Among children and adolescents agedyears, VE against any influenza was 32%, 59%, and 60% in the outpatient setting in three networks, and against influenza-associated hospitalization was 63% and 78% in two networks. Among adults aged ≥18 years, VE in the outpatient setting was 36% and 54% in two networks and was 41% and 55% against hospitalization …


Clostridioides Difficile Colonization Is Not Mediated By Bile Salts And Utilizes Stickland Fermentation Of Proline In An In Vitro Model, Xiaoyun Huang, April E Johnson, Joshua N Brehm, Thi Van Thanh Do, Thomas A Auchtung, Hugh C Mccullough, Armando I Lerma, Sigmund J Haidacher, Kathleen M Hoch, Thomas D Horvath, Joseph A Sorg, Anthony M Haag, Jennifer M Auchtung Feb 2025

Clostridioides Difficile Colonization Is Not Mediated By Bile Salts And Utilizes Stickland Fermentation Of Proline In An In Vitro Model, Xiaoyun Huang, April E Johnson, Joshua N Brehm, Thi Van Thanh Do, Thomas A Auchtung, Hugh C Mccullough, Armando I Lerma, Sigmund J Haidacher, Kathleen M Hoch, Thomas D Horvath, Joseph A Sorg, Anthony M Haag, Jennifer M Auchtung

Faculty, Staff and Students Publications

Treatment with antibiotics is a major risk factor for Clostridioides difficile infection, likely due to depletion of the gastrointestinal microbiota. Two microbiota-mediated mechanisms thought to limit C. difficile colonization include the conversion of conjugated primary bile salts into secondary bile salts toxic to C. difficile growth and competition between the microbiota and C. difficile for limiting nutrients. Using a continuous flow model that simulates the nutrient conditions of the distal colon, we investigated how treatment with 6 clinically used antibiotics influenced susceptibility to C. difficile infection in 12 different microbial communities cultivated from healthy individuals. Antibiotic treatment reduced microbial richness; …


Pulmonopoly: A Game-Based Approach To Teach And Reinforce Basic Concepts Of Pulmonary Medicine To Medical Students, Michael Dong, James Uricheck, Urvashi Vaid Feb 2025

Pulmonopoly: A Game-Based Approach To Teach And Reinforce Basic Concepts Of Pulmonary Medicine To Medical Students, Michael Dong, James Uricheck, Urvashi Vaid

Division of Pulmonary, Allergy, and Critical Care Medicine Faculty Papers

INTRODUCTION: Pulmonopoly is an innovative active-learning medical board game addressses core pulmonary concepts in an engaging, competitive style. The strength of Pulmonopoly lies in its ability to combine ease of setup and play with comprehensive content coverage that comprises a significant proportion of national board examinations, offering a gamification experience that can be readily applied in different settings and modified for learner levels.

METHODS: We created an instructional game, Pulmonopoly, based on pulmonary content delivered to preclinical medical students and required for national board examinations. We invited first-year medical students to participate in 60-minute small-group sessions. Content addressed pulmonary subject …


Mage-A4 Induces Non-Small Cell Lung Cancer And Tumor-Promoting Plasma Cell Accumulation, Dominique Armstrong, Cheng-Yen Chang, Monica J Hong, Linda Green, Yichao Shen, William Hudson, Kelsey E Mauk, Li-Zhen Song, Sheetal Jammi, Benjamin Casal, Brianna Burns, Chad J Creighton, Alexandre Carisey, Xiang H-F Zhang, Neil J Mckenna, Sung Wook Kang, Hyun-Sung Lee, William Decker, David B Corry, Farrah Kheradmand Feb 2025

Mage-A4 Induces Non-Small Cell Lung Cancer And Tumor-Promoting Plasma Cell Accumulation, Dominique Armstrong, Cheng-Yen Chang, Monica J Hong, Linda Green, Yichao Shen, William Hudson, Kelsey E Mauk, Li-Zhen Song, Sheetal Jammi, Benjamin Casal, Brianna Burns, Chad J Creighton, Alexandre Carisey, Xiang H-F Zhang, Neil J Mckenna, Sung Wook Kang, Hyun-Sung Lee, William Decker, David B Corry, Farrah Kheradmand

Faculty, Staff and Students Publications

Adaptive immunity is critical in eliminating tumors, but cancer-intrinsic factors can subvert this function. Melanoma antigen-A4 (MAGE-A4), a cancer-testis antigen, is expressed in solid tumors and correlates with poor survival, but its role in tumorigenesis and antitumor immunity remains unclear. We found that expression of MAGE-A4 was highly associated with the loss of PTEN, a tumor suppressor, in human non–small cell lung cancers (NSCLC). Here, we show that constitutive expression of human MAGE-A4 with Pten loss in mouse airway epithelia results in metastatic adenocarcinoma. Tumors showed distinct enrichment in IgA+ CD138+ CXCR4+ plasma cells (PCs) and increased expression of …


Prediction Of Cognitive Conversion Within The Alzheimer’S Disease Continuum Using Deep Learning, Siyu Yang, Xintong Zhang, Xinyu Du, Peng Yan, Jing Zhang, Wei Wang, Jing Wang, Lei Zhang, Huaiqing Sun, Yin Liu, Xinran Xu, Yaxuan Di, Jin Zhong, Caiyun Wu, Jan D Reinhardt, Yu Zheng, Ting Wu Feb 2025

Prediction Of Cognitive Conversion Within The Alzheimer’S Disease Continuum Using Deep Learning, Siyu Yang, Xintong Zhang, Xinyu Du, Peng Yan, Jing Zhang, Wei Wang, Jing Wang, Lei Zhang, Huaiqing Sun, Yin Liu, Xinran Xu, Yaxuan Di, Jin Zhong, Caiyun Wu, Jan D Reinhardt, Yu Zheng, Ting Wu

Faculty, Staff and Students Publications

Background: Early diagnosis and accurate prognosis of cognitive decline in Alzheimer's disease (AD) is important to timely assignment to optimal treatment modes. We aimed to develop a deep learning model to predict cognitive conversion to guide re-assignment decisions to more intensive therapies where needed.

Methods: Longitudinal data including five variable sets, i.e. demographics, medical history, neuropsychological outcomes, laboratory and neuroimaging results, from the Alzheimer's Disease Neuroimaging Initiative (ADNI) cohort were analyzed. We first developed a deep learning model to predicted cognitive conversion using all five variable sets. We then gradually removed variable sets to obtained parsimonious models for four different …