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Articles 271 - 300 of 6964

Full-Text Articles in Medical Genetics

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 …


Two Lysosomal Genes Atp13a2 And Gba1 Interact To Drive Neurodegeneration, Mingxue Gu, Jinghan Zhao, Mingxi Deng, Guang Lin, Xueyang Pan, Wenwen Lin, Mengqi Ma, Jinyong Kim, Seul Kee Byeon, Akhilesh Pandey, Lara M Lange, Chad A Shaw, Jonggeol Kim, Joanne Trinh, Christine Klein, Oguz Kanca, Joshua M Shulman, Hugo J Bellen Jan 2026

Two Lysosomal Genes Atp13a2 And Gba1 Interact To Drive Neurodegeneration, Mingxue Gu, Jinghan Zhao, Mingxi Deng, Guang Lin, Xueyang Pan, Wenwen Lin, Mengqi Ma, Jinyong Kim, Seul Kee Byeon, Akhilesh Pandey, Lara M Lange, Chad A Shaw, Jonggeol Kim, Joanne Trinh, Christine Klein, Oguz Kanca, Joshua M Shulman, Hugo J Bellen

Duncan NRI Faculty and Staff Publications

Background: Parkinson’s disease (PD) is a genetically complex disorder in which combinations of heterozygous risk variants may contribute to pathogenesis. Many PD risk loci encode lysosomal genes, such as GBA1, a common and potent risk factor, conferring at least a 5-fold increase. However, the mechanisms of GBA1 penetrance remain poorly understood.

Methods: Using Drosophila melanogaster, we performed a genetic interaction screen of lysosomal storage disorder (LSD) genes to identify dominant modifiers of Gba1b (fly homolog of GBA1). Age-dependent locomotor assessments, electroretinograms (ERG), transmission electron microscopy (TEM) analyses and quantification of dopaminergic (DA) neurons were used to assess …


Supercharging-Enhanced Ndia-Ms Enables Global Profiling Of Drug-Induced Proteome Solubility Shifts, Yun Xiong, Huimin Zhang, Lin Tan, Bo Wei, John N Weinstein, Philip L Lorenzi Jan 2026

Supercharging-Enhanced Ndia-Ms Enables Global Profiling Of Drug-Induced Proteome Solubility Shifts, Yun Xiong, Huimin Zhang, Lin Tan, Bo Wei, John N Weinstein, Philip L Lorenzi

Faculty, Staff and Student Publications

Mass spectrometry (MS) is indispensable for high-throughput quantitation of protein expression. But protein function is regulated by factors beyond abundance alone. Here, we evaluate two supercharging reagents, dimethyl sulfoxide (DMSO) and m-nitrobenzyl alcohol (mNBA), in narrow-window data-independent acquisition (nDIA)-MS. DMSO markedly enhances MS signal and protein identification, whereas mNBA primarily increases peptide identifications. Optimizating nDIA-MS with 3% DMSO boosts signal intensity by up to 56%, enabling identification of ~9,600 proteins from 1 µg HeLa digest in 15 min. Using this methodology, we quantify solubility and abundance changes in 8,694 proteins across three cell lines following short-term treatment with the proteasome …


High-Throughput Proteomic Profiling To Evaluate Differentiation Syndrome With Menin Inhibition, Miriam B Garcia, Bofei Wang, Irtiza Sheikh, Georgina El Hajjar, David Mccall, Cesar Nunez, Amber Gibson, Philip L Lorenzi, Ghayas C Issa, Branko Cuglievan, Hussein A Abbas Jan 2026

High-Throughput Proteomic Profiling To Evaluate Differentiation Syndrome With Menin Inhibition, Miriam B Garcia, Bofei Wang, Irtiza Sheikh, Georgina El Hajjar, David Mccall, Cesar Nunez, Amber Gibson, Philip L Lorenzi, Ghayas C Issa, Branko Cuglievan, Hussein A Abbas

Faculty, Staff and Student Publications

High-throughput proteomic profiling provides a comprehensive analysis of systemic cancer effects and tumor microenvironment interactions. Characterizing soluble proteins driving inflammation in acute myeloid leukemia (AML) offers insight into inflammatory diseases like differentiation syndrome (DS) related to AML therapies like menin inhibitors. We present our application of NUcleic acid-Linked Immuno-Sandwich Assay (NULISA), a novel technology leveraging next-generation sequencing (NGS) for high-throughput, ultra-sensitive characterization of secreted inflammatory proteins in plasma or serum. Here we report its use to identify dynamic soluble protein changes during treatment and at the time of suspected DS in pediatric AML patients treated with the menin inhibitor revumenib …


Seipin Expression In Hepatocytes Impairs The Assembly Of Vldls And Exacerbates Steatohepatitis, Qianqian Dong, Yidan Ma, Xin Chen, Xiaowei Wang, Ziwei Liu, Chenxi Liang, Liwen Qiu, Jinye Tang, Jin Wu, Yang Liu, Xiaoqin Wu, Yaru Zhou, Mingming Gao, Hongyuan Yang Jan 2026

Seipin Expression In Hepatocytes Impairs The Assembly Of Vldls And Exacerbates Steatohepatitis, Qianqian Dong, Yidan Ma, Xin Chen, Xiaowei Wang, Ziwei Liu, Chenxi Liang, Liwen Qiu, Jinye Tang, Jin Wu, Yang Liu, Xiaoqin Wu, Yaru Zhou, Mingming Gao, Hongyuan Yang

Faculty, Staff and Student Publications

VLDLs are crucial for maintaining liver and whole-body lipid homeostasis. Limited knowledge exists regarding the lipidation process of VLDL. Endoplasmic reticulum (ER) luminal lipid droplets (LLDs) have been suggested to provide lipids for VLDL lipidation and maturation. Seipin, an integral membrane protein of the ER, plays key roles in the formation of cytoplasmic LDs (CLDs) and adipocyte differentiation. Surprisingly, seipin is hardly detectable in hepatocytes. Given the critical contribution of seipin in forming CLDs, we hypothesize that the absence of seipin in hepatocytes might ensure the proper formation of LLDs and the lipidation and assembly of VLDLs. To explore the …


Downregulation Of Slc40a1 Leads To Iron Accumulation In Fibrotic Lung Fibroblasts, Quanjin Dang, Chaoqun Huang, Yurong Liang, Akshaya Surendran, Dharanya Muthiah, Kishore Vaddadi, Sankha Hewawasam, Tingting W Mills, Lin Liu Jan 2026

Downregulation Of Slc40a1 Leads To Iron Accumulation In Fibrotic Lung Fibroblasts, Quanjin Dang, Chaoqun Huang, Yurong Liang, Akshaya Surendran, Dharanya Muthiah, Kishore Vaddadi, Sankha Hewawasam, Tingting W Mills, Lin Liu

Faculty, Staff and Student Publications

Iron is an essential nutrient for almost all organisms. However, excess iron generates reactive oxygen species and causes tissue injuries. Iron is implicated in idiopathic pulmonary fibrosis (IPF). In this study, we examined iron accumulation in fibrotic lung fibroblasts and the underlying mechanisms. We hypothesize that the downregulation of Solute Carrier Family 40 Member 1 (SLC40A1) results in iron accumulation in lung fibroblasts of IPF patients. Using a Prussian Blue iron staining, we found that iron accumulated in the fibrotic region of the lungs from IPF patients and bleomycin- and asbestos-induced lung fibrosis mice. Iron was partially co-localized with the …


The Origin Of Hepatocellular Carcinoma Depends On Metabolic Zonation, Jason Guo, Roger Liang, Andrew Chung, Zhijie Li, Boyuan Li, Eric Chen, Lin Li, Jingjing Wang, Meng-Hsiung Hsieh, Ivy Xiangyi Fang, Benjamin Kroger, Yunguan Wang, Min Zhu, Xiongzhao Ren, Greg Mannino, Yuemeng Jia, Yonglong Wei, Stephen Moore, Daniel J Siegwart, Stephen S Chung, Zixi Wang, Tripti Sharma, Suman Komjeti, Yi Han, Purva Gopal, Guanghua Xiao, Tao Wang, Hao Zhu Jan 2026

The Origin Of Hepatocellular Carcinoma Depends On Metabolic Zonation, Jason Guo, Roger Liang, Andrew Chung, Zhijie Li, Boyuan Li, Eric Chen, Lin Li, Jingjing Wang, Meng-Hsiung Hsieh, Ivy Xiangyi Fang, Benjamin Kroger, Yunguan Wang, Min Zhu, Xiongzhao Ren, Greg Mannino, Yuemeng Jia, Yonglong Wei, Stephen Moore, Daniel J Siegwart, Stephen S Chung, Zixi Wang, Tripti Sharma, Suman Komjeti, Yi Han, Purva Gopal, Guanghua Xiao, Tao Wang, Hao Zhu

Faculty, Staff and Student Publications

The origin of cancer is poorly understood because premalignant cells are rarely followed in their native environments. Although the spatial compartmentalization of metabolic functions is critical for proper liver function, it is unknown whether cancers arise from some zones but not others and whether there are metabolic determinants of cancer risk. Zone-specific, mosaic introduction of Ctnnb1 (catenin beta 1) and Arid2 (AT-rich interaction domain 2) mutations, commonly co-mutated genes in hepatocellular carcinoma (HCC), in mouse models showed that position and metabolic context determine clone fates. Ctnnb1/Arid2-driven cancers were much more likely to arise in zone 3. The …


Designing Inclusive Newborn Sequencing Research: Insights From Parents In Underrepresented Communities, Maya C Del Rosario, Sheyenne A Walmsley, Barbara W Harrison, Crystal T Stephens, Bethany Zettler, Greysha Rivera-Cruz, Priyal Agrawal, Amy Brower, Stephanie Chigbu, Kurt D Christensen, Casie A Genetti, Richetta Givens, Nina B Gold, Inez V Reeves, Isabella Schichter, Habib Shariat, Sandra Simon, Hadley Stevens Smith, Melissa Uveges, Robert C Green, Ingrid A Holm, Stacey Pereira Jan 2026

Designing Inclusive Newborn Sequencing Research: Insights From Parents In Underrepresented Communities, Maya C Del Rosario, Sheyenne A Walmsley, Barbara W Harrison, Crystal T Stephens, Bethany Zettler, Greysha Rivera-Cruz, Priyal Agrawal, Amy Brower, Stephanie Chigbu, Kurt D Christensen, Casie A Genetti, Richetta Givens, Nina B Gold, Inez V Reeves, Isabella Schichter, Habib Shariat, Sandra Simon, Hadley Stevens Smith, Melissa Uveges, Robert C Green, Ingrid A Holm, Stacey Pereira

Center for Medical Ethics and Health Policy Staff Publications

Background: It is essential that studies of genomic sequencing (GS) in newborns and children include individuals from under-represented racial and ethnic groups (URG) to ensure future applications are equitably implemented. We conducted interviews with parents from URG to better understand their perspectives on GS research, develop strategies to reduce barriers to enrollment, and facilitate research participation.

Methods: Semi-structured interviews with 50 parents from URG.

Results: Nearly all parents said they would be interested in participating in an infant GS study. Parents were interested in participating in GS research for reasons including clinical utility, personal utility, and/or family health benefits. Deterrents …


A Robust Convnext-Based Framework For Efficient, Generalizable, And Explainable Brain Tumor Classification On Mri, Kirti Pant, Pijush Kanti Dutta Pramanik, Zhongming Zhao Jan 2026

A Robust Convnext-Based Framework For Efficient, Generalizable, And Explainable Brain Tumor Classification On Mri, Kirti Pant, Pijush Kanti Dutta Pramanik, Zhongming Zhao

Faculty, Staff and Student Publications

Background: Accurate and dependable brain tumor classification from magnetic resonance imaging (MRI) is essential for clinical decision support, yet remains challenging due to inter-dataset variability, heterogeneous tumor appearances, and limited generalization of many deep learning models. Existing studies often rely on single-dataset evaluation, insufficient statistical validation, or lack interpretability, which restricts their clinical reliability and real-world deployment.

Methods: This study proposes a robust brain tumor classification framework based on the ConvNeXt Base architecture. The model is evaluated across three independent MRI datasets comprising four classes-glioma, meningioma, pituitary tumor, and no tumor. Performance is assessed using class-wise and aggregate metrics, including …


The Cortico-Cortical And Subcortical Circuits Of The Human Brain Language Centers Including The Dual Limbic And Language Functioning Fiber Tracts, Arash Kamali, Nithya P Narayana, Anastasia Loiko, Anusha Gandhi, Paul E Schulz, Nitin Tandon, Manish N Shah, Vinodh A Kumar, Larry A Kramer, Jay-Jiguang Zhu, Haris Sair, Roy F Riascos, Khader M Hasan Jan 2026

The Cortico-Cortical And Subcortical Circuits Of The Human Brain Language Centers Including The Dual Limbic And Language Functioning Fiber Tracts, Arash Kamali, Nithya P Narayana, Anastasia Loiko, Anusha Gandhi, Paul E Schulz, Nitin Tandon, Manish N Shah, Vinodh A Kumar, Larry A Kramer, Jay-Jiguang Zhu, Haris Sair, Roy F Riascos, Khader M Hasan

Faculty, Staff and Student Publications

Background/Objectives: In recent years, MRI-based diffusion-weighted tractography techniques have uncovered additional white matter pathways that have significant roles in language processing and production. In this review, we aim to outline the major language centers of the brain and major language pathways along with association tracts that serve dual roles in both the language and limbic systems. According to the current dual-stream model of language processing, the brain's language network is organized into a dorsal stream, responsible for mapping sound to articulation, and a ventral stream, which maps sound to meaning.

Materials and Methods: The literature cited in this …


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 …


Targeting Interleukin-6 Trans-Signaling To Improve Post-Stroke Inflammation: A Precision Immunotherapy Perspective, Kate Mendoza, Dustin T Nguyen, Anjali Chauhan Jan 2026

Targeting Interleukin-6 Trans-Signaling To Improve Post-Stroke Inflammation: A Precision Immunotherapy Perspective, Kate Mendoza, Dustin T Nguyen, Anjali Chauhan

Faculty, Staff and Student Publications

No abstract provided.


Differentiation In The Human Urothelia Is Defined By Distinct Alternative Polyadenylation, Ninh B Le, Surbhi Sona, Briana Santo, Yi Zhang, Rosie Ou, R Allen Schweickart, Veena Kochat, William I Padron, Kunal Rai, Shih-Han Lee, Joo Mi Yi, Oliver Wessely, Byron H Lee, Angela H Ting Jan 2026

Differentiation In The Human Urothelia Is Defined By Distinct Alternative Polyadenylation, Ninh B Le, Surbhi Sona, Briana Santo, Yi Zhang, Rosie Ou, R Allen Schweickart, Veena Kochat, William I Padron, Kunal Rai, Shih-Han Lee, Joo Mi Yi, Oliver Wessely, Byron H Lee, Angela H Ting

Faculty, Staff and Student Publications

Distinct epithelial cell states arise during differentiation, but mechanisms generating transcriptomic diversity among them remain poorly defined. The human ureter urothelium contains basal progenitor, intermediate cells, and terminally differentiated umbrella cells. Prior single-cell RNA sequencing revealed similar global gene expression profiles across these states, raising the question of how distinct identities emerge. Here, we show that alternative cleavage and polyadenylation (APA) introduces a major layer of transcriptomic diversity during urothelial differentiation, largely independent of changes in mRNA levels. Analysis of 13,544 urothelial cells identified hundreds of differentiation-associated APA events. Single-cell imaging revealed spatially specific APA patterns, and reporter assays demonstrated …


Mechanistic Insights Into The Antimicrobial Effect Of Benzodioxane-Benzamides Against Escherichia Coli, Lorenzo Suigo, Alessia Lanzini, Valentina Straniero, William Margolin Jan 2026

Mechanistic Insights Into The Antimicrobial Effect Of Benzodioxane-Benzamides Against Escherichia Coli, Lorenzo Suigo, Alessia Lanzini, Valentina Straniero, William Margolin

Faculty, Staff and Student Publications

Background/Objectives: The bacterial cell division machinery is emerging as an attractive target for antimicrobial compounds. FtsZ, a highly conserved essential division protein, is the target for a number of small molecules such as benzamides. Recent studies show that benzodioxane-benzamides (BDOBs) are among the most potent inhibitors of FtsZ function in Gram-positive bacteria, although their ability to inhibit Gram-negative FtsZ, in particular Escherichia coli FtsZ, has been more controversial.

Methods: Here, we use genetic and cytological methods to demonstrate that FtsZ of efflux pump-disabled E. coli can be efficiently targeted by BDOBs.

Results: We show that engineered mutants …


Beyond Neurons: Impact Of Cannabidiol On Glial Cells In Ischemic Stroke, Victória Linden De Rezende, Khiany Mathias, Cinara Ludvig Gonçalves, Rafael Mariano De Bitencourt, Tatiana Barichello, Fabricia Petronilho Jan 2026

Beyond Neurons: Impact Of Cannabidiol On Glial Cells In Ischemic Stroke, Victória Linden De Rezende, Khiany Mathias, Cinara Ludvig Gonçalves, Rafael Mariano De Bitencourt, Tatiana Barichello, Fabricia Petronilho

Faculty, Staff and Student Publications

Ischemic stroke triggers a complex cascade of events involving inflammation, oxidative stress, and glial cell dysfunction, all of which contribute to neuronal damage and impaired recovery. Glial cells (e.g., astrocytes, microglia, and oligodendrocytes) play key roles in neuroinflammatory responses, making them attractive targets for therapeutic modulation. Cannabidiol, a non-psychoactive phytocannabinoid from Cannabis sativa, exhibits anti-inflammatory, antioxidant, and neuroprotective properties. Preclinical evidence indicates that cannabidiol attenuates glial reactivity, reduces pro-inflammatory signaling, mitigates oxidative stress, and preserves blood-brain and intestinal barrier integrity in stroke models. Moreover, cannabidiol modulates key molecular pathways (e.g., nuclear factor-κB, tumor necrosis factor, and calcium-related signaling), contributing to …


Differentiation In The Human Urothelia Is Defined By Distinct Alternative Polyadenylation, Ninh B Le, Surbhi Sona, Briana Santo, Yi Zhang, Rosie Ou, R Allen Schweickart, Veena Kochat, William I Padron, Kunal Rai, Shih-Han Lee, Joo Mi Yi, Oliver Wessely, Byron H Lee, Angela H Ting Jan 2026

Differentiation In The Human Urothelia Is Defined By Distinct Alternative Polyadenylation, Ninh B Le, Surbhi Sona, Briana Santo, Yi Zhang, Rosie Ou, R Allen Schweickart, Veena Kochat, William I Padron, Kunal Rai, Shih-Han Lee, Joo Mi Yi, Oliver Wessely, Byron H Lee, Angela H Ting

Faculty, Staff and Student Publications

Distinct epithelial cell states arise during differentiation, but mechanisms generating transcriptomic diversity among them remain poorly defined. The human ureter urothelium contains basal progenitor, intermediate cells, and terminally differentiated umbrella cells. Prior single-cell RNA sequencing revealed similar global gene expression profiles across these states, raising the question of how distinct identities emerge. Here, we show that alternative cleavage and polyadenylation (APA) introduces a major layer of transcriptomic diversity during urothelial differentiation, largely independent of changes in mRNA levels. Analysis of 13,544 urothelial cells identified hundreds of differentiation-associated APA events. Single-cell imaging revealed spatially specific APA patterns, and reporter assays demonstrated …


Structures Of Invertebrate Pezo-1 Isoforms With A Compact Architecture And A Dispensable Pore-Distal N-Terminal Blade, Briar Bell, Angela M Jaramillo-Granada, Daniel J Orlin, Wei-Hsiang Weng, Haosheng Wen, Marcos Sotomayor, Alexander T Chesler, Matthew L Baker, Julio F Cordero-Morales, Valeria Vásquez Jan 2026

Structures Of Invertebrate Pezo-1 Isoforms With A Compact Architecture And A Dispensable Pore-Distal N-Terminal Blade, Briar Bell, Angela M Jaramillo-Granada, Daniel J Orlin, Wei-Hsiang Weng, Haosheng Wen, Marcos Sotomayor, Alexander T Chesler, Matthew L Baker, Julio F Cordero-Morales, Valeria Vásquez

Faculty, Staff and Student Publications

PIEZO channels are mechanosensitive ion channels conserved from plants to humans, yet structures exist for only a few mammalian orthologs. We define the structural and functional diversity of Caenorhabditis elegans PEZO-1, a single gene with extensive alternative splicing, by determining cryo-electron microscopy structures of three representative isoforms: G (full length), K (lacking the pore-distal N-terminal blade), and L (missing most of the blade). PEZO-1G displays mechanically evoked currents yet adopts a compact, semi-flattened conformation that significantly differs from the mammalian domes. The blades exhibit a three-step slope architecture stabilized by inter-blade latching among transmembrane helical units, yielding a circular, steering-wheel-like …


Structures Of Trpv1 Bound By Hyperthermia-Inducing Analgesics, Yu-Hao Gao, Yi-Zhe Huang, Zhao-Xing Li, Xiao-Ying Chen, Chang-Yan Shao, Han-Wen Li, Bin Liu, Fán Yang, Mei-Rong Chen, Mei-Ling Lu, Michael X Zhu, Fan Yang, Yi-Bei Xiao, Ye Yu Jan 2026

Structures Of Trpv1 Bound By Hyperthermia-Inducing Analgesics, Yu-Hao Gao, Yi-Zhe Huang, Zhao-Xing Li, Xiao-Ying Chen, Chang-Yan Shao, Han-Wen Li, Bin Liu, Fán Yang, Mei-Rong Chen, Mei-Ling Lu, Michael X Zhu, Fan Yang, Yi-Bei Xiao, Ye Yu

Faculty, Staff and Student Publications

TRPV1, a member of the transient receptor potential vanilloid subfamily, mediates nociception and thermoregulation. TRPV1-targeting analgesics frequently induce hyperthermia, underscoring the need for structural insights to guide the development of safer compounds. Here, we determined the structures of rat TRPV1 bound to the clinical candidate analgesics AMG517, AMG9810, and SB366791. AMG517 and AMG9810 are deeply situated within the S3-S4 interface of the vanilloid pocket, where they interact with residues from the S3-S6 helices, as well as the S4-S5 linker. These interactions induce local deformations in the TRP-box and lower S6 helix, accompanied by a modest rotation of the S1-S4 bundle, …


High Levels Of Circulating Mir-19a-3p In Patients With Metastatic Her2 + Breast Cancer Are Associated With A Favorable Prognosis And Anti-Tumor Immune Responses, Evan N Cohen, Hui Gao, Sanda Tin, Qiong Wu, Cristina Ivan, Naoto T Ueno, Wendy A Woodward, James M Reuben, Simone Anfossi Jan 2026

High Levels Of Circulating Mir-19a-3p In Patients With Metastatic Her2 + Breast Cancer Are Associated With A Favorable Prognosis And Anti-Tumor Immune Responses, Evan N Cohen, Hui Gao, Sanda Tin, Qiong Wu, Cristina Ivan, Naoto T Ueno, Wendy A Woodward, James M Reuben, Simone Anfossi

Faculty, Staff and Student Publications

Background: Trastuzumab, combined with chemotherapy, is the current standard treatment for both metastatic and early-stage HER2-positive (HER2 +) breast cancer. One of the mechanisms of action of trastuzumab is antibody-dependent cellular cytotoxicity (ADCC), which involves engaging FcγRIIIA (CD16) on natural killer (NK) cells. A competent immune system and properly functioning NK cells are crucial for effective ADCC, as they can influence favorable clinical outcomes. Resistance to trastuzumab often develops after about one year. We previously reported that elevated levels of miR-19a-3p in the serum of patients with metastatic HER2 + breast cancer treated with trastuzumab were associated with a favorable …


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 …


Using The Linear References From The Pangenome To Discover Missing Autism Variants, Yang Sui, Jiadong Lin, Michelle D Noyes, Youngjun Kwon, Isaac Wong, Nidhi Koundinya, William T Harvey, Mei Wu, Kendra Hoekzema, Katherine M Munson, Gage H Garcia, Jordan Knuth, Julie Wertz, Tianyun Wang, Kelsey Hennick, Druha Karunakaran, Rafael A Polo Prieto, Rebecca Meyer-Schuman, Fisher Cherry, Davut Pehlivan, Bernhard Suter, Jonas A Gustafson, Danny E Miller, Human Pangenome Reference Consortium (Hprc), Hanna Berk-Rauch, Tomasz J Nowakowski, Aravinda Chakravarti, Huda Y Zoghbi, Evan E Eichler Jan 2026

Using The Linear References From The Pangenome To Discover Missing Autism Variants, Yang Sui, Jiadong Lin, Michelle D Noyes, Youngjun Kwon, Isaac Wong, Nidhi Koundinya, William T Harvey, Mei Wu, Kendra Hoekzema, Katherine M Munson, Gage H Garcia, Jordan Knuth, Julie Wertz, Tianyun Wang, Kelsey Hennick, Druha Karunakaran, Rafael A Polo Prieto, Rebecca Meyer-Schuman, Fisher Cherry, Davut Pehlivan, Bernhard Suter, Jonas A Gustafson, Danny E Miller, Human Pangenome Reference Consortium (Hprc), Hanna Berk-Rauch, Tomasz J Nowakowski, Aravinda Chakravarti, Huda Y Zoghbi, Evan E Eichler

Duncan NRI Faculty and Staff Publications

To better understand large-effect pathogenic variation associated with autism, we generated long-read sequencing (LRS) data to construct phased and near-complete genome assemblies (average contig N50 = 43 Mbp, QV = 56) for 189 individuals from 51 families with unsolved cases. We applied read- and assembly-based strategies to facilitate comprehensive characterization of de novo mutations, structural variants (SVs), and DNA methylation. Using LRS pangenome controls, we efficiently filtered >97% of common SVs exclusive to 87 offspring. We find no evidence of increased autosomal SV burden for probands when compared to unaffected siblings yet observe a suggestive trend toward an increased SV …


Clinical Workflow Of Spine Stereotactic Radiotherapy And Radiosurgery: Insights From A Single-Institution Physics Perspective, Dennis Mackin, Gizem Cifter, Yana Zlateva, Jihong Wang, Yao Ding, Muhammad Shafiq Ul Hassan, Zhiheng Wang, Parmeswaran Diagaradjane, Fada Guan, Travis C Salzillo, Shane Krafft, Jing Li, Martin C Tom, Amol J Ghia, Tina Marie Briere Jan 2026

Clinical Workflow Of Spine Stereotactic Radiotherapy And Radiosurgery: Insights From A Single-Institution Physics Perspective, Dennis Mackin, Gizem Cifter, Yana Zlateva, Jihong Wang, Yao Ding, Muhammad Shafiq Ul Hassan, Zhiheng Wang, Parmeswaran Diagaradjane, Fada Guan, Travis C Salzillo, Shane Krafft, Jing Li, Martin C Tom, Amol J Ghia, Tina Marie Briere

Faculty, Staff and Student Publications

Spine stereotactic radiotherapy and radiosurgery (SSRS) techniques, encompassing both fractionated stereotactic treatments and single-fraction radiosurgery, are widely used for the management of spinal metastases due to their ability to deliver highly conformal radiation while limiting dose to adjacent critical structures. Clinical outcomes following SSRS, including durable local control and acceptable toxicity, have been reported previously in multiple institutional series. In this manuscript, we describe the clinical workflow used to deliver SSRS at a high-volume academic center, with emphasis on the medical physics processes that support routine clinical practice. Key elements of the workflow include patient selection, treatment region-specific immobilization, CT …


The Gene Encoding Ornithine Decarboxylase For Putrescine Biosynthesis Is Essential For The Viability Of Fusobacterium Nucleatum, Shiqi Xu, Bibek G C, Alex Phan, Chenggang Wu Jan 2026

The Gene Encoding Ornithine Decarboxylase For Putrescine Biosynthesis Is Essential For The Viability Of Fusobacterium Nucleatum, Shiqi Xu, Bibek G C, Alex Phan, Chenggang Wu

Faculty, Staff and Student Publications

Fusobacterium nucleatum is a Gram-negative anaerobe associated with periodontitis and colorectal cancer. It secretes putrescine, a polyamine that promotes biofilm formation by oral co-colonizers and enhances the proliferation of cancer cells. However, the physiological importance of putrescine for F. nucleatum itself remains unexplored. Here, we show that putrescine biosynthesis, mediated by the ornithine decarboxylase gene oda, is essential for F. nucleatum viability. Deletion of oda was only possible when a functional copy was provided in trans, and CRISPR interference of oda expression resulted in complete growth defects. The essentiality of oda was conserved across multiple subspecies. Supplementation with …


Cdk2 Inhibitor Blu-222 Synergizes With Cdk4/6 Inhibitors In Drug Resistant Breast Cancers Through P21/P27 Induction, Linjie Luo, Yan Wang, Tuyen Bui, Xiaoting Jiang, Mei-Kuang Chen, Xiayu Rao, Sepideh Mohammadhosseinpour, Mi Li, Serena Kim, Rachel Y Kim, Saba Kamaliasl, Carmen W Ulizio, Spyros Tsavachidis, Juliana Navarro-Yepes, Nicole M Kettner, Hannah Wingate, Funda Meric-Bernstam, Kelly K Hunt, Jing Wang, Kerrie Faia, Khandan Keyomarsi Jan 2026

Cdk2 Inhibitor Blu-222 Synergizes With Cdk4/6 Inhibitors In Drug Resistant Breast Cancers Through P21/P27 Induction, Linjie Luo, Yan Wang, Tuyen Bui, Xiaoting Jiang, Mei-Kuang Chen, Xiayu Rao, Sepideh Mohammadhosseinpour, Mi Li, Serena Kim, Rachel Y Kim, Saba Kamaliasl, Carmen W Ulizio, Spyros Tsavachidis, Juliana Navarro-Yepes, Nicole M Kettner, Hannah Wingate, Funda Meric-Bernstam, Kelly K Hunt, Jing Wang, Kerrie Faia, Khandan Keyomarsi

Faculty, Staff and Student Publications

Cyclin-dependent kinase 4/6 inhibitors (CDK4/6i) combined with endocrine therapy are the standard first-line treatment for hormone receptor-positive, HER2-negative (HR+/HER2-) metastatic breast cancer, but resistance inevitably develops. In triple-negative breast cancer (TNBC), the efficacy of CDK4/6i remains uncertain. Our study shows that the selective CDK2 inhibitor BLU-222, while effective alone, enhances synergistic activity when combined with CDK4/6i in resistant HR+/HER2- and TNBC models, leading to increased apoptosis and cell cycle arrest. In vivo, combining BLU-222 with palbociclib or ribociclib produced significant antitumor activity across eight resistant models, driving durable tumor regression and prolonged survival. Mechanistically, BLU-222, alone or with palbociclib, upregulated …


Association Between The 2022 Aha/Acc/Hfsa Heart Failure Staging And Cardiovascular And Kidney Outcomes In Patients With Diabetes And Kidney Disease: A Post Hoc Analysis Of The Scored Randomized Controlled Trial, Ayodele Odutayo, Deepak L Bhatt, Vikas S Sridhar, Michael Szarek, Christopher P Cannon, Lawrence A Leiter, Darren K Mcguire, Julia B Lewis, Renato D Lopes, Benjamin M Scirica, Kausik K Ray, Michael J Davies, Phillip Banks, Manon Girard, Subodh Verma, Jacob A Udell, Bertram Pitt, Ph Gabriel Steg, David Z I Cherney Jan 2026

Association Between The 2022 Aha/Acc/Hfsa Heart Failure Staging And Cardiovascular And Kidney Outcomes In Patients With Diabetes And Kidney Disease: A Post Hoc Analysis Of The Scored Randomized Controlled Trial, Ayodele Odutayo, Deepak L Bhatt, Vikas S Sridhar, Michael Szarek, Christopher P Cannon, Lawrence A Leiter, Darren K Mcguire, Julia B Lewis, Renato D Lopes, Benjamin M Scirica, Kausik K Ray, Michael J Davies, Phillip Banks, Manon Girard, Subodh Verma, Jacob A Udell, Bertram Pitt, Ph Gabriel Steg, David Z I Cherney

Faculty, Staff and Student Publications

Background: The 2022 American Heart Association/American College of Cardiology/Heart Failure Society of America heart failure (HF) classification incorporates cardiac biomarkers to identify early risk of HF. The HF stages may also guide the prognosis and management of cardiovascular and kidney-related events.

Methods: SCORED (Effect of Sotagliflozin on Cardiovascular and Renal Events in Patients With Type 2 Diabetes and Moderate Renal Impairment Who Are at Cardiovascular Risk) was a randomized trial in diabetes with kidney disease comparing sotagliflozin versus placebo on cardiovascular death, HF hospitalizations, and urgent HF visits. SCORED participants were grouped by HF stage post hoc. Stage A: no …


Disease-Specific And Overall Survival For Patients With Lacrimal Gland Adenoid Cystic Carcinoma In Recent Decades, Bita Esmaeli, Zhouxuan Li, Tracy J Lu, Hila Goldberg, Jing Ning, James Matthew Debnam, Steven Jay Frank, Renata Ferrarotto Jan 2026

Disease-Specific And Overall Survival For Patients With Lacrimal Gland Adenoid Cystic Carcinoma In Recent Decades, Bita Esmaeli, Zhouxuan Li, Tracy J Lu, Hila Goldberg, Jing Ning, James Matthew Debnam, Steven Jay Frank, Renata Ferrarotto

Faculty, Staff and Student Publications

Purpose: To evaluate the presenting symptoms, and the overall survival (OS) and disease-specific survival (DSS) in patients with lacrimal gland adenoid cystic carcinoma (LGACC).

Methods: This retrospective single-centre cohort study included all consecutive patients with LGACC treated by the primary author from November 1998 through August 2024. Demographic data, presenting symptoms, the histological subtype of LGACC, type of surgical treatment, adjuvant radiotherapy or chemotherapy, T category at presentation and survival data were reviewed. Correlations between histological subtypes, T-category, type of surgery (eye sparing vs orbital exenteration), and DSS and OS were analysed.

Results: 52 patients had a median age of …


Single-Photon Emission Computed Tomography Functional Liver Imaging To Facilitate Reirradiation For Liver Malignancies: A Phase I Trial, Enoch Chang, Emma B Holliday, Janio Szklaruk, William D Erwin, Ethan B Ludmir, Sonal S Noticewala, Prajnan Das, Albert C Koong, Bruce D Minsky, Grace L Smith, Gabriel O Sawakuchi, Rachael M Martin-Paulpeter, Joshua S Niedzielski, Luis A Perles, Sam Beddar, Veronica S Valino, Joshua L Nguyen, Kanwal P S Raghav, Milind Javle, Ahmed O Kaseb, Arvind N Dasari, Michael J Overman, Christine M Parseghian, Bruno C Odisio, Armeen Mahvash, Joshua D Kuban, Shu-En Shen, Xin S Wang, Aashish C Gupta, Mais M Al Taie, Kristy K Brock, Ching-Wei D Tzeng, Jean-Nicolas Vauthey, Franklin C L Wong, Eugene J Koay Jan 2026

Single-Photon Emission Computed Tomography Functional Liver Imaging To Facilitate Reirradiation For Liver Malignancies: A Phase I Trial, Enoch Chang, Emma B Holliday, Janio Szklaruk, William D Erwin, Ethan B Ludmir, Sonal S Noticewala, Prajnan Das, Albert C Koong, Bruce D Minsky, Grace L Smith, Gabriel O Sawakuchi, Rachael M Martin-Paulpeter, Joshua S Niedzielski, Luis A Perles, Sam Beddar, Veronica S Valino, Joshua L Nguyen, Kanwal P S Raghav, Milind Javle, Ahmed O Kaseb, Arvind N Dasari, Michael J Overman, Christine M Parseghian, Bruno C Odisio, Armeen Mahvash, Joshua D Kuban, Shu-En Shen, Xin S Wang, Aashish C Gupta, Mais M Al Taie, Kristy K Brock, Ching-Wei D Tzeng, Jean-Nicolas Vauthey, Franklin C L Wong, Eugene J Koay

Faculty, Staff and Student Publications

Background & aims: This phase I trial evaluated the safety of hypofractionated liver reirradiation (reRT) with preferential sparing of functional liver identified by technetium-99m sulfur colloid single-photon emission computed tomography (Tc-99m SC SPECT; hereafter SPECT) for patients previously treated with external beam radiotherapy or transarterial radioembolization.

Methods: A 3+3 design evaluated the safety of two escalating SPECT-based functional liver volumetric dose constraints. Dose-limiting toxicities (DLTs), liver segment volumes, and MRI functional liver imaging score, relative liver enhancement, and elastography were assessed.

Results: Thirteen patients were enrolled from 2018 to 2021. Median reRT gross tumor volume was 61 cm3 (range 1-677 …


Cdk2 Inhibitor Blu-222 Synergizes With Cdk4/6 Inhibitors In Drug Resistant Breast Cancers Through P21/P27 Induction, Linjie Luo, Yan Wang, Tuyen Bui, Xiaoting Jiang, Mei-Kuang Chen, Xiayu Rao, Sepideh Mohammadhosseinpour, Mi Li, Serena Kim, Rachel Y Kim, Saba Kamaliasl, Carmen W Ulizio, Spyros Tsavachidis, Juliana Navarro-Yepes, Nicole M Kettner, Hannah Wingate, Funda Meric-Bernstam, Kelly K Hunt, Jing Wang, Kerrie Faia, Khandan Keyomarsi Jan 2026

Cdk2 Inhibitor Blu-222 Synergizes With Cdk4/6 Inhibitors In Drug Resistant Breast Cancers Through P21/P27 Induction, Linjie Luo, Yan Wang, Tuyen Bui, Xiaoting Jiang, Mei-Kuang Chen, Xiayu Rao, Sepideh Mohammadhosseinpour, Mi Li, Serena Kim, Rachel Y Kim, Saba Kamaliasl, Carmen W Ulizio, Spyros Tsavachidis, Juliana Navarro-Yepes, Nicole M Kettner, Hannah Wingate, Funda Meric-Bernstam, Kelly K Hunt, Jing Wang, Kerrie Faia, Khandan Keyomarsi

Faculty, Staff and Student Publications

Cyclin-dependent kinase 4/6 inhibitors (CDK4/6i) combined with endocrine therapy are the standard first-line treatment for hormone receptor-positive, HER2-negative (HR+/HER2-) metastatic breast cancer, but resistance inevitably develops. In triple-negative breast cancer (TNBC), the efficacy of CDK4/6i remains uncertain. Our study shows that the selective CDK2 inhibitor BLU-222, while effective alone, enhances synergistic activity when combined with CDK4/6i in resistant HR+/HER2- and TNBC models, leading to increased apoptosis and cell cycle arrest. In vivo, combining BLU-222 with palbociclib or ribociclib produced significant antitumor activity across eight resistant models, driving durable tumor regression and prolonged survival. Mechanistically, BLU-222, alone or with palbociclib, upregulated …


Low Intensity Vibration With Zoledronate Reduces Musculoskeletal Weakness And Adiposity In Estrogen Deprived Female Mice, Gabriel M Pagnotti, Trupti Trivedi, Laura E Wright, Sutha K John, Sreemala Murthy, Ryan R Pattyn, Monte S Willis, Yun She, Sukanya Suresh, Aji F Touray, William R Thompson, Clinton T Rubin, Khalid S Mohammad, Theresa A Guise Jan 2026

Low Intensity Vibration With Zoledronate Reduces Musculoskeletal Weakness And Adiposity In Estrogen Deprived Female Mice, Gabriel M Pagnotti, Trupti Trivedi, Laura E Wright, Sutha K John, Sreemala Murthy, Ryan R Pattyn, Monte S Willis, Yun She, Sukanya Suresh, Aji F Touray, William R Thompson, Clinton T Rubin, Khalid S Mohammad, Theresa A Guise

Faculty, Staff and Student Publications

Aromatase inhibitors are widely used in the treatment of hormone-sensitive breast cancer, but their suppression of estrogen production accelerates bone loss, increases fracture risk, and negatively impacts muscle and fat metabolism. Here, we demonstrate that daily low intensity vibration, serving as a non-drug mimetic for exercise, protects musculoskeletal health in skeletally immature, female mice under complete estrogen deprivation. Subsequent improvements in vertebral bone density are paralleled by greater and leaner skeletal muscle mass and function alongside reduced fat accretion and circulating metabolites. In mature, estrogen deprived mice, vibration enhances weekly bisphosphonate treatment, improving bone density, cortical thickness, and mechanical resistance …


Genomics Define Malignant Transformation In Myeloma Precursor Conditions, Francesco Maura, P Leif Bergsagel, Bachisio Ziccheddu, Shaji Kumar, Kylee Maclachlan, Andriy Derkach, Juan-Jose Garces, Ross Firestone, Esteban Braggio, Yan Asmann, Michael Durante, Benjamin T Diamond, Marios Papadimitriou, Malin Hultcrantz, Alessio Marella, Giancarlo Castellano, Akihiro Maeda, Marta Lionetti, Antonio Matera, Stefania Pioggia, Matteo Claudio Da Vià, Claudio De Magistris, Daniel Leongamornlert, Danny Deavila, Praneeth Reddy Sudalagunta, Rafael Renatino Canevarolo, Erin M Siegel, Phaedra Agius, Jamie Teer, Andrew Mcpherson, Yusuke Yamashita, Ariosto S Silva, Patrick Blaney, Rachid Baz, Krina K Patel, Peter Campbell, Gareth Morgan, Rafael Fonseca, Ola Landgren, Robert Z Orlowski, Kenneth H Shain, Niccolo Bolli, Saad Usmani, S Vincent Rajkumar Jan 2026

Genomics Define Malignant Transformation In Myeloma Precursor Conditions, Francesco Maura, P Leif Bergsagel, Bachisio Ziccheddu, Shaji Kumar, Kylee Maclachlan, Andriy Derkach, Juan-Jose Garces, Ross Firestone, Esteban Braggio, Yan Asmann, Michael Durante, Benjamin T Diamond, Marios Papadimitriou, Malin Hultcrantz, Alessio Marella, Giancarlo Castellano, Akihiro Maeda, Marta Lionetti, Antonio Matera, Stefania Pioggia, Matteo Claudio Da Vià, Claudio De Magistris, Daniel Leongamornlert, Danny Deavila, Praneeth Reddy Sudalagunta, Rafael Renatino Canevarolo, Erin M Siegel, Phaedra Agius, Jamie Teer, Andrew Mcpherson, Yusuke Yamashita, Ariosto S Silva, Patrick Blaney, Rachid Baz, Krina K Patel, Peter Campbell, Gareth Morgan, Rafael Fonseca, Ola Landgren, Robert Z Orlowski, Kenneth H Shain, Niccolo Bolli, Saad Usmani, S Vincent Rajkumar

Faculty, Staff and Student Publications

Multiple myeloma (MM) is consistently preceded by monoclonal gammopathy of undetermined significance (MGUS) and smoldering multiple myeloma (SMM). While these precursor conditions are asymptomatic, they are not entirely benign and carry a lifelong risk of progression to MM. Unlike other cancers defined by pathology, malignant transformation from MGUS or SMM to MM has so far relied on demonstration of clinical end-organ damage as morphology and cytogenetics cannot reliably distinguish them. In this study, using genomic data from 374 patients with MGUS or SMM (277 training, 97 validation), to our knowledge, we demonstrate for the first time the ability to identify …