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Medical Genetics Commons™

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2025

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Articles 391 - 420 of 1649

Full-Text Articles in Medical Genetics

Human Papillomavirus Integration Induces Oncogenic Host Gene Fusions In Oropharyngeal Cancers, Nusrat Khan, Keiko Akagi, Shiming Jiang, Joe Dan Dunn, Bo Jiang, Weihong Xiao, Madison P O'Hara, Li Shen, Qi Wang, Vakul Mohanty, Jing Wang, Sara Goodwin, Jamie L Hutchins, Kevin R Coombes, Jagannadha K Sastry, David E Symer, Maura L Gillison Sep 2025

Human Papillomavirus Integration Induces Oncogenic Host Gene Fusions In Oropharyngeal Cancers, Nusrat Khan, Keiko Akagi, Shiming Jiang, Joe Dan Dunn, Bo Jiang, Weihong Xiao, Madison P O'Hara, Li Shen, Qi Wang, Vakul Mohanty, Jing Wang, Sara Goodwin, Jamie L Hutchins, Kevin R Coombes, Jagannadha K Sastry, David E Symer, Maura L Gillison

Faculty, Staff and Student Publications

HPV integration disrupts host genomic structure and expression, but whether these alterations promote cancer development remains unclear. Multiple genomic analyses of oropharyngeal cancers identified several host fusion genes, including recurrent FGFR3-TACC3 fusions, expressed from rearranged genomic loci adjacent to HPV integration sites. Evolutionary modeling implicated integration of virus concatemers into the host genome as a common initiating event in fusion formation. Co-expression of HPV16 E6/E7 and FGFR3-TACC3, but neither alone, was sufficient for tumor development in both xenograft and syngeneic mouse models and led to unique transcriptional programs implicated in carcinogenesis. FGFR3-TACC3 expression decreased the ubiquitination and degradation of …


Dissecting Microbial Communities With Single-Cell Transcriptome Analysis, Andrew W Pountain, Itai Yanai Sep 2025

Dissecting Microbial Communities With Single-Cell Transcriptome Analysis, Andrew W Pountain, Itai Yanai

Faculty, Staff and Student Publications

Revealing insights into the function of microbial communities requires moving beyond measuring bulk taxonomic composition to detecting interactions between subpopulations. Following the transformative impact of single-cell gene expression profiling techniques on numerous fields of human biology, recent years have seen increased application to microbes. We review progress in the development of these techniques and discuss challenges in applying them to microbial communities. We highlight applications for dissecting the microbiome in human health and disease that reveal functional heterogeneity within gut communities, antibiotic responses, and the dynamics of mobile genetic elements. As single-cell gene expression technologies continue to develop, they are …


Detection Of Cancers Three Years Prior To Diagnosis Using Plasma Cell-Free Dna, Yuxuan Wang, Corinne E Joshu, Samuel D Curtis, Christopher Douville, Vernon A Burk, Meng Ru, Maria Popoli, Janine Ptak, Lisa Dobbyn, Natalie Silliman, Josef Coresh, Eric Boerwinkle, Anna Prizment, Chetan Bettegowda, Kenneth W Kinzler, Nickolas Papadopoulos, Elizabeth A Platz, Bert Vogelstein Sep 2025

Detection Of Cancers Three Years Prior To Diagnosis Using Plasma Cell-Free Dna, Yuxuan Wang, Corinne E Joshu, Samuel D Curtis, Christopher Douville, Vernon A Burk, Meng Ru, Maria Popoli, Janine Ptak, Lisa Dobbyn, Natalie Silliman, Josef Coresh, Eric Boerwinkle, Anna Prizment, Chetan Bettegowda, Kenneth W Kinzler, Nickolas Papadopoulos, Elizabeth A Platz, Bert Vogelstein

Faculty, Staff and Student Publications

To explore how early can cancers be detected prior to clinical signs or symptoms, we assessed prospectively collected serial plasma samples from the Atherosclerosis Risk in Communities (ARIC) study, including 26 participants diagnosed with cancer and 26 matched controls. At the index time point, eight of these 52 participants scored positively with a multicancer early detection (MCED) test. All eight participants were diagnosed with cancer within 4 months after blood collection. In six of these 8 participants, we were able to assess an earlier plasma sample collected 3.1 to 3.5 years prior to clinical diagnosis. In four of these six …


Lewy Body Dementia Promotion By Air Pollutants, Xiaodi Zhang, Haiqing Liu, Xiao Wu, Longgang Jia, Kundlik Gadhave, Lena Wang, Kevin Zhang, Hanyu Li, Rong Chen, Ramhari Kumbhar, Ning Wang, Chantelle E Terrillion, Bong Gu Kang, Bin Bai, Minhan Park, Ma Cristine Faye Denna, Shu Zhang, Wenqiang Zheng, Denghui Ye, Xiaoli Rong, Liu Yang, Lili Niu, Han Seok Ko, Weiyi Peng, Lingtao Jin, Mingyao Ying, Liana S Rosenthal, David W Nauen, Alex Pantelyat, Mahima Kaur, Kezia Irene, Liuhua Shi, Rahel Feleke, Sonia García-Ruiz, Mina Ryten, Valina L Dawson, Francesca Dominici, Rodney J Weber, Xuan Zhang, Pengfei Liu, Ted M Dawson, Shizhong Han, Xiaobo Mao Sep 2025

Lewy Body Dementia Promotion By Air Pollutants, Xiaodi Zhang, Haiqing Liu, Xiao Wu, Longgang Jia, Kundlik Gadhave, Lena Wang, Kevin Zhang, Hanyu Li, Rong Chen, Ramhari Kumbhar, Ning Wang, Chantelle E Terrillion, Bong Gu Kang, Bin Bai, Minhan Park, Ma Cristine Faye Denna, Shu Zhang, Wenqiang Zheng, Denghui Ye, Xiaoli Rong, Liu Yang, Lili Niu, Han Seok Ko, Weiyi Peng, Lingtao Jin, Mingyao Ying, Liana S Rosenthal, David W Nauen, Alex Pantelyat, Mahima Kaur, Kezia Irene, Liuhua Shi, Rahel Feleke, Sonia García-Ruiz, Mina Ryten, Valina L Dawson, Francesca Dominici, Rodney J Weber, Xuan Zhang, Pengfei Liu, Ted M Dawson, Shizhong Han, Xiaobo Mao

Faculty, Staff and Student Publications

Evidence links air pollution to dementia, yet its role in Lewy body dementia (LBD) remains unclear. Here we showed in a cohort of 56.5 million individuals across the U.S. that PM2.5 exposure raises LBD risk. Mechanistically, we found PM2.5 exposure led to brain atrophy in wild-type mice, an effect not seen in α-synuclein (αSyn)-deficient mice. PM2.5 exposure generated a highly pathogenic αSyn strain, PM-PFF, with enhanced proteinase K-resistance and neurotoxicity, resembling αSyn LBD strains. PM2.5 samples from China, the U.S., and Europe consistently induced proteinase-resistant αSyn strains and in vivo pathology. Transcriptomic analyses revealed shared responses between PM2.5-exposed mice and …


An Allele-Agnostic Mutant-Kras Inhibitor Suppresses Tumor Maintenance Signals And Reprograms Tumor Immunity In Pancreatic Cancer, Kathleen M Mcandrews, Francesca Paradiso, Clint A Stalnecker, Benson S Chellakkan, Fredrik I Thege, David H Peng, Barbara A Moreno Diaz, Hikaru Sugimoto, Sarah I Patel, Krishnan K Mahadevan, Michelle L Kirtley, Danielle Wills, Amari M Sockwell, Andre Luis F Fonseca, Yunhe Liu, Kimal I Rajapakshe, Nathaniel G Yee, Phuong Thao Tran, Huda Alchikh Omar, Antonio Tedeschi, Fiorella Schischlik-Siegl, Andrew S Boghossian, Matthew G Rees, Melissa M Ronan, Jennifer A Roth, Dorothea Rudolph, Martin Aichinger, Florian Ebner, Artem V Artemov, Jesse Lipp, Laura Pisarsky, Valerie Laura Herrmann, John Park, Jörg F Rippmann, Otmar Schaaf, Vanessa Chandler, Mariah Williams, Charles E Deckard, Linghua Wang, Channing J Der, Christopher Vellano, Paola A Guerrero, Timothy P Heffernan, Raghu Kalluri, Anirban Maitra Sep 2025

An Allele-Agnostic Mutant-Kras Inhibitor Suppresses Tumor Maintenance Signals And Reprograms Tumor Immunity In Pancreatic Cancer, Kathleen M Mcandrews, Francesca Paradiso, Clint A Stalnecker, Benson S Chellakkan, Fredrik I Thege, David H Peng, Barbara A Moreno Diaz, Hikaru Sugimoto, Sarah I Patel, Krishnan K Mahadevan, Michelle L Kirtley, Danielle Wills, Amari M Sockwell, Andre Luis F Fonseca, Yunhe Liu, Kimal I Rajapakshe, Nathaniel G Yee, Phuong Thao Tran, Huda Alchikh Omar, Antonio Tedeschi, Fiorella Schischlik-Siegl, Andrew S Boghossian, Matthew G Rees, Melissa M Ronan, Jennifer A Roth, Dorothea Rudolph, Martin Aichinger, Florian Ebner, Artem V Artemov, Jesse Lipp, Laura Pisarsky, Valerie Laura Herrmann, John Park, Jörg F Rippmann, Otmar Schaaf, Vanessa Chandler, Mariah Williams, Charles E Deckard, Linghua Wang, Channing J Der, Christopher Vellano, Paola A Guerrero, Timothy P Heffernan, Raghu Kalluri, Anirban Maitra

Faculty, Staff and Student Publications

KRAS is among the most frequently mutated oncogenes in cancer, and for decades, efforts at pharmacological blockade of its function in solid cancers have been unsuccessful. A notable advance in this endeavor is the recent development of small molecule KRAS inhibitors, which enable direct targeting of the mutant oncoprotein. Here, we comprehensively evaluate the pre-clinical efficacy of BI-2493 a panKRASi, a first-in-class allele agnostic mutant KRAS inhibitor, in pancreatic ductal adenocarcinoma (PDAC). We report effective tumor growth suppression across a broad range of models, including cell lines, patient-derived xenografts (PDXs), syngeneic orthotopic models, and prolonged survival in genetically engineered mouse …


An Isoform-Specific Runx1c-Btg2 Axis Governs Aml Quiescence And Chemoresistance, Cuijuan Han, Zhiping Zhang, Edie I Crosse, Sogand Sajedi, Bin Lu, Xiyue Wang, Sadik Karma, Mitch Kostich, Sakthi Harini Rajendran, Dylan B Udy, Steven Chen, Alexander Arnuk, Abimbola Eunice Lawal, Kayla R Koenig, Meryl Mckenna, Patrick K Reville, Hussein A Abbas, Omar Abdel-Wahab, Pedro Miura, Robert K Bradley, Eric Wang Sep 2025

An Isoform-Specific Runx1c-Btg2 Axis Governs Aml Quiescence And Chemoresistance, Cuijuan Han, Zhiping Zhang, Edie I Crosse, Sogand Sajedi, Bin Lu, Xiyue Wang, Sadik Karma, Mitch Kostich, Sakthi Harini Rajendran, Dylan B Udy, Steven Chen, Alexander Arnuk, Abimbola Eunice Lawal, Kayla R Koenig, Meryl Mckenna, Patrick K Reville, Hussein A Abbas, Omar Abdel-Wahab, Pedro Miura, Robert K Bradley, Eric Wang

Faculty, Staff and Student Publications

Aberrant levels or structures of RNA isoforms are a hallmark of many cancers, including acute myeloid leukemia (AML), yet their role in AML chemoresistance remains unclear. We conducted a paired analysis of RNA isoform changes in patients with AML before therapy and at relapse after chemotherapy and identified intragenic DNA methylation at the proximal promoter of the transcription factor RUNX1, which resulted in elevated expression of the long-isoform RUNX1C through its alternative distal promoter. The unique N-terminal region of RUNX1C orchestrated an isoform-specific transcriptional program that promoted chemoresistance, with its direct target BTG2 playing a role in chemotherapy resistance. …


Intronic Fgf14 Gaa Repeat Expansions Impact Progression And Survival In Multiple System Atrophy., Viorica Chelban, David Pellerin, Nirosen Vijiaratnam, Hamin Lee, Yen Yee Goh, Lauren Brown, Sara Sambin, Danielle Seilhean, Stephane Lehericy, Pablo Iruzubieta, Rahema Mohammad, Eleanor Self, Annarita Scardamaglia, Cameron Lee, Miriama Ostrozovicova, Marie-Josée Dicaire, Christine Girges, Emil K. Gustavsson, David Murphy, Toby Curless, Joshua Laß, Joanne Trinh, Timothy Rittman, James B. Rowe, Marios Hadjivassiliou, Neil Archibald, Matt C. Danzi, Catherine Ashton, Virginie Roth, Marion Wandzel, Warren A. Cheung, Djordje O. Gveric, Bart De Vil, Jordan Follett, P Nigel Leigh, Lukas Beichert, Tomi Pastinen, Céline Bonnet, Mathilde Renaud, Wassilios G. Meissner, Anne Sieben, David Crosiers, Patrick Cras, Stephan Zuchner, Jean-Christophe Corvol, Matthew J. Farrer, Matthis Synofzik, Bernard Brais, Tom Warner, Huw R. Morris, Zane Jaunmuktane, Tom Foltynie, Henry Houlden Sep 2025

Intronic Fgf14 Gaa Repeat Expansions Impact Progression And Survival In Multiple System Atrophy., Viorica Chelban, David Pellerin, Nirosen Vijiaratnam, Hamin Lee, Yen Yee Goh, Lauren Brown, Sara Sambin, Danielle Seilhean, Stephane Lehericy, Pablo Iruzubieta, Rahema Mohammad, Eleanor Self, Annarita Scardamaglia, Cameron Lee, Miriama Ostrozovicova, Marie-Josée Dicaire, Christine Girges, Emil K. Gustavsson, David Murphy, Toby Curless, Joshua Laß, Joanne Trinh, Timothy Rittman, James B. Rowe, Marios Hadjivassiliou, Neil Archibald, Matt C. Danzi, Catherine Ashton, Virginie Roth, Marion Wandzel, Warren A. Cheung, Djordje O. Gveric, Bart De Vil, Jordan Follett, P Nigel Leigh, Lukas Beichert, Tomi Pastinen, Céline Bonnet, Mathilde Renaud, Wassilios G. Meissner, Anne Sieben, David Crosiers, Patrick Cras, Stephan Zuchner, Jean-Christophe Corvol, Matthew J. Farrer, Matthis Synofzik, Bernard Brais, Tom Warner, Huw R. Morris, Zane Jaunmuktane, Tom Foltynie, Henry Houlden

Manuscripts, Articles, Book Chapters and Other Papers

Partial phenotypic overlap has been suggested between multiple system atrophy and spinocerebellar ataxia 27B, the autosomal dominant ataxia caused by an intronic GAA•TTC repeat expansion in FGF14. In this study, we investigated the frequency of FGF14 GAA•TTC repeat expansion in clinically diagnosed and pathologically confirmed multiple system atrophy cases. We screened 657 multiple system atrophy cases (193 clinically diagnosed and 464 pathologically confirmed) and 1003 controls. The FGF14 repeat locus was genotyped using long-range PCR and bidirectional repeat-primed PCRs, and expansions were confirmed with targeted long-read Oxford Nanopore Technologies sequencing. We identified 19 multiple system atrophy cases carrying an FGF14 …


Deep Learning-Driven Proteomics Analysis For Gene Annotation In The Renin-Angiotensin System, Mortaza Eivazi, Kamran Hosseini, Shahin Alipanahi, Huijing Xia, Luke Restivo, Ayushi Patel, Mahdieh Gozali, Tahereh Ebrahimi, Amy Scarborough, Vahideh Tarhriz, Eric Lazartigues Sep 2025

Deep Learning-Driven Proteomics Analysis For Gene Annotation In The Renin-Angiotensin System, Mortaza Eivazi, Kamran Hosseini, Shahin Alipanahi, Huijing Xia, Luke Restivo, Ayushi Patel, Mahdieh Gozali, Tahereh Ebrahimi, Amy Scarborough, Vahideh Tarhriz, Eric Lazartigues

School of Medicine Faculty Publications

The renin-angiotensin system (RAS) is central to cardiovascular diseases such as hypertension and cardiomyopathy, yet the functions of many RAS genes remain unclear. This study developed a multi-label deep learning model to systematically annotate RAS gene functions and elucidate their roles in biological pathways. A total of 39,463 RAS-related publications from PubMed and PMC were processed into text format. Feature matrices were generated using TF-IDF and token processing, followed by dimensionality reduction via Principal Component Analysis (PCA). A Multi-Layer Perceptron (MLP) was applied for multi-label classification, with performance evaluated using Precision, F1-Score, Ranking Loss, and ROC-AUC metrics. The model outperformed …


Trends In Radiation Use From 2004 To 2020 Among Adolescents And Young Adults With Hodgkin Lymphoma, Kelsey L Corrigan, Amy M Berkman, Jillian Gunther, Clark R Andersen, Susan Wu, Amber Gibson, Branko Cuglievan, Miriam B Garcia, Gohar Manzar, Penny Fang, Brian De, Sairah Ahmed, Cesar Nunez, Michelle A T Hildebrandt, David C Mccall, Susan K Parsons, Michael E Roth Sep 2025

Trends In Radiation Use From 2004 To 2020 Among Adolescents And Young Adults With Hodgkin Lymphoma, Kelsey L Corrigan, Amy M Berkman, Jillian Gunther, Clark R Andersen, Susan Wu, Amber Gibson, Branko Cuglievan, Miriam B Garcia, Gohar Manzar, Penny Fang, Brian De, Sairah Ahmed, Cesar Nunez, Michelle A T Hildebrandt, David C Mccall, Susan K Parsons, Michael E Roth

Faculty, Staff and Student Publications

Background: Hodgkin lymphoma has excellent survival rates in adolescents and young adults (AYA, diagnosed between ages 15 and 39 years). However, survivors are at risk of treatment-related late effects. Whereas radiotherapy (RT) de-escalation/omission has emerged as an approach to minimize late effects, no prior studies have evaluated RT use over time in AYAs with Hodgkin lymphoma.

Methods: Using the National Cancer Database, we identified 40,717 AYAs diagnosed with Hodgkin lymphoma between 2004 and 2020. Differences in sociodemographic and clinical variables were assessed using a two-sample two-sided t test or χ2 test. RT use was summarized per year by frequency with …


Inhibition Of Mcl-1 And Mek Overcomes Mek Inhibitor Resistance In Triple-Negative And Inflammatory Breast Cancers, Mohd Mughees, Moises Tacam, Alex W Tan, Mary Kathryn Pitner, Lakesla R Iles, Xiaoding Hu, Emilly S Villodre, Bisrat G Debeb, Takahiro Kogawa, Bora Lim, Rachel M Layman, Wendy A Woodward, Naoto T Ueno, Debu Tripathy, Savitri Krishnamurthy, Yuan Qi, Lajos Pusztai, Jian Wang, Varsha Gandhi, Geoffrey Bartholomeusz, Chandra Bartholomeusz Sep 2025

Inhibition Of Mcl-1 And Mek Overcomes Mek Inhibitor Resistance In Triple-Negative And Inflammatory Breast Cancers, Mohd Mughees, Moises Tacam, Alex W Tan, Mary Kathryn Pitner, Lakesla R Iles, Xiaoding Hu, Emilly S Villodre, Bisrat G Debeb, Takahiro Kogawa, Bora Lim, Rachel M Layman, Wendy A Woodward, Naoto T Ueno, Debu Tripathy, Savitri Krishnamurthy, Yuan Qi, Lajos Pusztai, Jian Wang, Varsha Gandhi, Geoffrey Bartholomeusz, Chandra Bartholomeusz

Faculty, Staff and Student Publications

The MAPK pathway can drive resistance in highly aggressive breast cancers. Our previous work showed that the MEK inhibitor (MEKi) AZD6244 (selumetinib) prevented lung metastasis in a breast cancer xenograft model. In clinical studies, MEKis as single agents have had only modest activity against solid tumors due to the onset of resistance. Using synthetic lethality siRNA screening, we identified myeloid cell leukemia-1 (MCL-1) as a potential contributor to AZD6244 resistance. We hypothesized that MCL-1 promotes MEKi resistance in highly aggressive breast cancers and that MCL-1 inhibition overcomes AZD6244 resistance. We established two AZD6244-resistant cell lines: MDA-MB-231-R (triple-negative breast cancer) and …


Targeting Aldh16a1 Mediated Thioredoxin Lysosomal Degradation To Enhance Ferroptosis Susceptibility In Smarca4-Deficient Nsclc, Guoshu Bi, Jiaqi Liang, Yunyi Bian, Guangyao Shan, Shencheng Ren, Haochun Shi, Xiaolong Huang, Junkan Zhu, Qun Wang, Wei Jiang, Boyi Gan, Cheng Zhan Sep 2025

Targeting Aldh16a1 Mediated Thioredoxin Lysosomal Degradation To Enhance Ferroptosis Susceptibility In Smarca4-Deficient Nsclc, Guoshu Bi, Jiaqi Liang, Yunyi Bian, Guangyao Shan, Shencheng Ren, Haochun Shi, Xiaolong Huang, Junkan Zhu, Qun Wang, Wei Jiang, Boyi Gan, Cheng Zhan

Faculty, Staff and Student Publications

Ferroptosis, an iron-dependent form of cell death, holds promise for cancer therapy. However, the intricate link between ferroptosis and oncogenic mutations remains unclear. Here we show that SMARCA4, a well-established tumour suppressor whose deficiency is associated with poor prognosis and resistance to treatments, sensitizes non-small cell lung cancer (NSCLC) cells to ferroptosis. Mechanistically, SMARCA4 promotes chromatin accessibility and expression of ALDH16A1. Surprisingly, ALDH16A1 lacks ALDH enzymatic activity, but binds to the anti-ferroptotic oxidoreductase thioredoxin (TXN), facilitating its translocation to the lysosome and subsequent degradation. Meanwhile, ALDH16A1 directly inhibits TXN's oxidoreductase function by occluding its active site. We also show that …


Efficacy Of Atr Kinase Inhibitor Elimusertib Monotherapy Or Combination In Tumors With Dna Damage Response Pathway And Other Genomic Alterations, Kaushik Varadarajan, Christian X Cruz Pico, Kurt W Evans, Maria Gabriela Raso, Yasmeen Qamar Rizvi, Xiaofeng Zheng, Dhruv Chachad, Timothy P Diperi, Bailiang Wang, Stephen M Scott, Ming Zhao, Argun Akcakanat, Antje M Wengner, Timothy A Yap, Funda Meric-Bernstam Sep 2025

Efficacy Of Atr Kinase Inhibitor Elimusertib Monotherapy Or Combination In Tumors With Dna Damage Response Pathway And Other Genomic Alterations, Kaushik Varadarajan, Christian X Cruz Pico, Kurt W Evans, Maria Gabriela Raso, Yasmeen Qamar Rizvi, Xiaofeng Zheng, Dhruv Chachad, Timothy P Diperi, Bailiang Wang, Stephen M Scott, Ming Zhao, Argun Akcakanat, Antje M Wengner, Timothy A Yap, Funda Meric-Bernstam

Faculty, Staff and Student Publications

The ataxia telangiectasia and RAD3-related (ATR) kinase functions with ataxia telangiectasia-mutated (ATM) kinase as a modulator of DNA damage response (DDR). We assessed the antitumor effects of the ATR inhibitor elimusertib (BAY-1895344) in patient-derived xenograft (PDX) models with DDR alterations. Antitumor activity was assessed by change in tumor volume (TV) from baseline. Responses were categorized as follows: partial response (PR), ≥30% decrease in TV; ≥20% increase in TV, progressive disease; and non-PR/progressive disease, stable disease (SD). Event-free survival was defined as time for tumor doubling (EFS-2). Of 21 PDX models tested, 11 had significant prolongation of EFS-2 with elimusertib monotherapy. …


Eugenics And Polygenic Embryo Screening: Public, Clinician, And Patient Perceptions Of Conditions Versus Traits, Dorit Barlevy, Rémy A Furrer, Asha Kalapatapu, Abigail Martinez, Todd Lencz, Shai Carmi, Gabriel Lázaro-Muñoz, Stacey Pereira Sep 2025

Eugenics And Polygenic Embryo Screening: Public, Clinician, And Patient Perceptions Of Conditions Versus Traits, Dorit Barlevy, Rémy A Furrer, Asha Kalapatapu, Abigail Martinez, Todd Lencz, Shai Carmi, Gabriel Lázaro-Muñoz, Stacey Pereira

Center for Medical Ethics and Health Policy Staff Publications

Purpose: Polygenic embryo screening (PES) estimates an embryo's genetic chances of developing complex conditions (eg, cancer) and traits (eg, height). Stakeholders have raised concerns that PES promotes eugenic practices and ideology.

Methods: We surveyed a nationally representative sample of the US public on approval of screening embryos for 12 conditions and 12 traits and examined the association between disapproval and concern about eugenics. We also conducted semistructured interviews with US-based reproductive endocrinology and infertility specialists and patients undergoing in vitro fertilization on their perspectives toward PES.

Results: Among the US public (n = 1423), disapproval of screening embryos for traits …


Prenatal Genetic Consultation And Testing, Sarah Araji, Lauren Westerfield, Roni Zemet, Ignatia B Van Den Veyver Sep 2025

Prenatal Genetic Consultation And Testing, Sarah Araji, Lauren Westerfield, Roni Zemet, Ignatia B Van Den Veyver

Duncan NRI Faculty and Staff Publications

The evolution of prenatal genetic testing has transformed prenatal diagnosis into a more precise and individualized approach. Advanced tools such as chromosomal microarray analysis and exome sequencing have enabled the prenatal diagnosis of more genetic conditions, including anomalies and disorders eligible for fetal therapy. When in utero therapy is considered, accurate genetic diagnosis is essential for guiding providers' and patients' decisions regarding management and outcomes. This chapter reviews available prenatal genetic screens and tests, their indications, and counseling strategies. It also explores genetic abnormalities associated with fetal structural anomalies and their implications for decision-making in fetal interventions.


From Imaging To Impact: A Multi-Disciplinary T32 Program Framework And Initial Insights For Training In Image-Guided Cancer Therapy, Kari J Brewer Savannah, Stephen Y Lai, Clifton D Fuller, Kristy K Brock Sep 2025

From Imaging To Impact: A Multi-Disciplinary T32 Program Framework And Initial Insights For Training In Image-Guided Cancer Therapy, Kari J Brewer Savannah, Stephen Y Lai, Clifton D Fuller, Kristy K Brock

Faculty, Staff and Student Publications

As multi-disciplinary image-guided assessment and therapies become increasingly important for precision oncology, the need for comprehensive training opportunities that effectively prepare the next generation of clinician-scientists and scientists is evident. We present an innovative, evidence-based research training framework that integrates the following critical features: 1) intentional and personalized mentoring and career development, 2) immersive research in image-guided cancer therapy, 3) strategic mentored clinical exposure, 4) structured didactic learning and professional development opportunities, and 5) mentored grant writing. Designed to foster scientific rigor, translational thinking, and multi-disciplinary collaboration, the Image-Guided Cancer Therapy T32 Training Program (IGCT-T32) aims to prepare postdoctoral fellows …


Adaptive Filters At The First Olfactory Synapse, Elizabeth H Moss, Benjamin R Arenkiel Sep 2025

Adaptive Filters At The First Olfactory Synapse, Elizabeth H Moss, Benjamin R Arenkiel

Duncan NRI Faculty and Staff Publications

The olfactory system is able to filter odor representations based on attention and learning. Two PLoS Biology studies reveal how short axon cells in the olfactory bulb integrate cholinergic input from the basal forebrain to dynamically regulate olfactory input.


Folliculin Deletion In The Mouse Kidney Results In Cystogenesis Of The Loops Of Henle Via Aberrant Tfeb Activation, Ola Shalaby, Tomoko Ohmori, Koichiro Miike, Shunsuke Tanigawa, Luh Ade Wilan Krisna, Alessia Calcagnì, Andrea Ballabio, Yoshiaki Kubota, Laura S Schmidt, W Marston Linehan, Takaaki Ito, Masaya Baba, Ryuichi Nishinakamura Sep 2025

Folliculin Deletion In The Mouse Kidney Results In Cystogenesis Of The Loops Of Henle Via Aberrant Tfeb Activation, Ola Shalaby, Tomoko Ohmori, Koichiro Miike, Shunsuke Tanigawa, Luh Ade Wilan Krisna, Alessia Calcagnì, Andrea Ballabio, Yoshiaki Kubota, Laura S Schmidt, W Marston Linehan, Takaaki Ito, Masaya Baba, Ryuichi Nishinakamura

Duncan NRI Faculty and Staff Publications

The mammalian kidney contains numerous nephrons connected to the collecting ducts, and each nephron consists of a glomerulus, a proximal tubule, the loop of Henle (LoH), and a distal tubule. Folliculin (FLCN) is a causative gene for Birt-Hogg-Dubé syndrome, which is characterized by a variety of manifestations, including renal cysts and cancer. Although deletion of Flcn in the mouse collecting duct and distal nephron leads to cyst formation, its precise role in the entire nephron remains unclear. Herein, nephron-specific Flcn knockout mice exhibited cystogenesis along the entire nephron segments, most prominent in the LoH, preceded by an irregularly shaped lumen …


Coenzyme Q Headgroup Intermediates Can Ameliorate A Mitochondrial Encephalopathy, Guangbin Shi, Claire Miller, Sota Kuno, Alejandro G Rey Hipolito, Salsabiel El Nagar, Giulietta M Riboldi, Megan Korn, Wyatt C Tran, Zixuan Wang, Lia Ficaro, Tao Lin, Quentin Spillier, Begoña Gamallo-Lana, Drew R Jones, Matija Snuderl, Soomin C Song, Adam C Mar, Alexandra L Joyner, Roy V Sillitoe, Robert S Banh, Michael E Pacold Sep 2025

Coenzyme Q Headgroup Intermediates Can Ameliorate A Mitochondrial Encephalopathy, Guangbin Shi, Claire Miller, Sota Kuno, Alejandro G Rey Hipolito, Salsabiel El Nagar, Giulietta M Riboldi, Megan Korn, Wyatt C Tran, Zixuan Wang, Lia Ficaro, Tao Lin, Quentin Spillier, Begoña Gamallo-Lana, Drew R Jones, Matija Snuderl, Soomin C Song, Adam C Mar, Alexandra L Joyner, Roy V Sillitoe, Robert S Banh, Michael E Pacold

Duncan NRI Faculty and Staff Publications

Decreased brain levels of coenzyme Q10 (CoQ10), an endogenously synthesized lipophilic antioxidant1,2, underpin encephalopathy in primary CoQ10 deficiencies3,4 and are associated with common neurodegenerative diseases and the ageing process5,6. CoQ10 supplementation does not increase CoQ10 pools in the brain or in other tissues. The recent discovery of the mammalian CoQ10 headgroup synthesis pathway, in which 4-hydroxyphenylpyruvate dioxygenase-like protein (HPDL) makes 4-hydroxymandelate (4-HMA) to synthesize the CoQ10 headgroup precursor 4-hydroxybenzoate (4-HB)7, offers an opportunity to pharmacologically restore CoQ10 synthesis and mechanistically treat CoQ10 deficiencies. To test whether 4-HMA …


Current Controversies In Prenatal Diagnosis 2: Conventional Postmortem Examination Remains The Gold Standard For The Anatomical Examination Of Fetal Loss, J Ciaran Hutchinson, Lorraine Potocki, Ignatia B Van Den Veyver Sep 2025

Current Controversies In Prenatal Diagnosis 2: Conventional Postmortem Examination Remains The Gold Standard For The Anatomical Examination Of Fetal Loss, J Ciaran Hutchinson, Lorraine Potocki, Ignatia B Van Den Veyver

Duncan NRI Faculty and Staff Publications

A comprehensive postmortem examination is an essential component of a work-up after stillbirth. Its findings can support accurate counseling of parents about causes and risk of recurrence. It also supports providers' decisions about most appropriate testing and management plans for future pregnancy to prevent recurrence. Informing parents about fetal autopsy and obtaining their consent is challenging, and conducting a fetal autopsy requires expertise that is, not universally available. Newer non-invasive or minimally invasive methods such as postmortem MRI and targeted biopsies can replace or supplement autopsies, but one must recognize that expertise in these methods is likewise not broadly available. …


Diagnostic Yield Of Exome Sequencing For Pregnancies With And Without Fetal Anomalies And For Stillbirth, Roni Zemet, Christian M Parobek, April D Adams, Mohamad Ali Maktabi, Lena Shay, Linyan Meng, Pengfei Liu, Hongzheng Dai, Fan Xia, Christine Eng, Ignatia B Van Den Veyver, Liesbeth Vossaert Sep 2025

Diagnostic Yield Of Exome Sequencing For Pregnancies With And Without Fetal Anomalies And For Stillbirth, Roni Zemet, Christian M Parobek, April D Adams, Mohamad Ali Maktabi, Lena Shay, Linyan Meng, Pengfei Liu, Hongzheng Dai, Fan Xia, Christine Eng, Ignatia B Van Den Veyver, Liesbeth Vossaert

Duncan NRI Faculty and Staff Publications

Objective: Exome sequencing (ES) benefits the genetic work-up for fetuses with structural anomalies, but data on its utility for fetuses without anomalies and stillbirths is more limited. We report our experience with prenatal ES for all three indications.

Method: We retrospectively reviewed results from 344 trio-ES performed for fetuses with structural anomalies (N = 262), stillbirths (N = 39), and fetuses without anomalies (N = 43), many of which had a relevant family history. We classified pathogenic variants (P), likely pathogenic variants (LP), or variants of uncertain significance (VUS) favoring pathogenicity in a gene consistent with the fetal phenotype as …


The Effect Of Tert Promoter Mutation On Predicting Meningioma Outcomes: A Multi-Institutional Cohort Analysis, Karenna J Groff, Ruchit V Patel, Yang Feng, Hia S Ghosh, Miguel A Millares Chavez, Joseph O'Brien, William C Chen, Vijay Nitturi, Akshay V Save, Mark W Youngblood, Craig M Horbinski, James P Chandler, Felix Ehret, Chloe Gui, Justin Z Wang, Kristen Park, Sonia Ajmera, Marc Rosenblum, Abigail K Suwala, Catena Kresbach, Christopher W Mount, Ulrich Schüller, Sandro Santagata, Felix Sahm, Tejus A Bale, Christina Jackson, Timothy E Richardson, Chunyu Cai, Farshad Nassiri, Gelareh Zadeh, David Kaul, David Capper, Stephen T Magill, John G Golfinos, Chandra Sen, Akash J Patel, David R Raleigh, Jennifer Moliterno, Donato Pacione, Matija Snuderl, Wenya Linda Bi Sep 2025

The Effect Of Tert Promoter Mutation On Predicting Meningioma Outcomes: A Multi-Institutional Cohort Analysis, Karenna J Groff, Ruchit V Patel, Yang Feng, Hia S Ghosh, Miguel A Millares Chavez, Joseph O'Brien, William C Chen, Vijay Nitturi, Akshay V Save, Mark W Youngblood, Craig M Horbinski, James P Chandler, Felix Ehret, Chloe Gui, Justin Z Wang, Kristen Park, Sonia Ajmera, Marc Rosenblum, Abigail K Suwala, Catena Kresbach, Christopher W Mount, Ulrich Schüller, Sandro Santagata, Felix Sahm, Tejus A Bale, Christina Jackson, Timothy E Richardson, Chunyu Cai, Farshad Nassiri, Gelareh Zadeh, David Kaul, David Capper, Stephen T Magill, John G Golfinos, Chandra Sen, Akash J Patel, David R Raleigh, Jennifer Moliterno, Donato Pacione, Matija Snuderl, Wenya Linda Bi

Duncan NRI Faculty and Staff Publications

Background: Molecular aberrations have been incorporated into tumour classification guidelines of meningioma. TERT-promoter (TERTp) mutation is associated with worse prognosis and is designated a WHO grade 3 biomarker. However, it remains unclear whether TERTp mutation is context-dependent, with other co-occurring genetic alterations potentially driving its association with prognosis. We sought to characterise the role of TERTp mutation in meningioma and guide TERTp sequencing.

Methods: We identified 1492 patients of all ages who had previously received surgery for meningioma across 14 medical centres in the USA, Canada, and Germany. Patients were eligible if they had post-surgical clinical or radiographical assessment of …


Plasma Lipidome Dysregulation In Frontotemporal Dementia Reveals Shared, Genotype-Specific, And Severity-Linked Alterations., Yohannes A Ambaw, Peter A Ljubenkov, Shubham Singh, Abdi Hamed, Sebastian Boland, Adam L Boxer, Tobias C Walther, Robert V Farese Sep 2025

Plasma Lipidome Dysregulation In Frontotemporal Dementia Reveals Shared, Genotype-Specific, And Severity-Linked Alterations., Yohannes A Ambaw, Peter A Ljubenkov, Shubham Singh, Abdi Hamed, Sebastian Boland, Adam L Boxer, Tobias C Walther, Robert V Farese

Duncan NRI Faculty and Staff Publications

Introduction: Biomarkers are essential for monitoring the progression of frontotemporal dementia (FTD). Although dysregulated brain lipid metabolism, particularly sphingolipids enriched in the nervous system, is a key feature of neurodegeneration, plasma lipids remain underexplored as biomarkers compared to imaging and serum proteins.

Methods: We examined plasma lipidomes using liquid chromatography-tandem mass spectrometry (LC-MS/MS) from individuals carrying pathogenic variants linked to autosomal dominant FTD (GRN, C9orf72, MAPT) and non-carriers.

Results: FTD subjects exhibited increased plasma levels of gangliosides (GM3(d18:1_16:0), GM3(d18:1_24:1)), ceramide Cer(d18:1_23:0), and select polyunsaturated triacylglycerols. In contrast, phosphatidylethanolamine (PE(18:0_24:0) and sphingomyelin (SM(38:0) were reduced. Subtype-specific changes included elevated glucosylsphingosine (GlcSph(d18:1) …


Author Correction: Clonal Evolution Of Hematopoietic Stem Cells After Autologous Stem Cell Transplantation, Hidetaka Uryu, Koichi Saeki, Hiroshi Haeno, Chiraag Deepak Kapadia, Ken Furudate, Jyoti Nangalia, Michael Spencer Chapman, Linda Zhang, Jennifer Padilla, Li Zhao, Joanne I Hsu, Chong Zhao, Shujuan Chen, Tomoyuki Tanaka, Zongrui Li, Satoko Ogata, Sarah Hanache, Hui Yang, Courtney Dinardo, Naval Daver, Naveen Pemmaraju, Nitin Jain, Farhad Ravandi, Jianhua Zhang, Xingzhi Song, Erika Thompson, Hongli Tang, Latasha Little, Curtis Gumbs, Robert Z Orlowski, Muzaffar Qazilbash, Kapil Bhalla, Simona Colla, Hagop Kantarjian, Rashmi Kanagal-Shamanna, Carlos Bueso-Ramos, Daisuke Nakada, Gheath Al-Atrash, Jeffery Molldrem, P Andrew Futreal, Elizabeth Shpall, Margaret Goodell, Guillermo Garcia-Manero, Koichi Takahashi Sep 2025

Author Correction: Clonal Evolution Of Hematopoietic Stem Cells After Autologous Stem Cell Transplantation, Hidetaka Uryu, Koichi Saeki, Hiroshi Haeno, Chiraag Deepak Kapadia, Ken Furudate, Jyoti Nangalia, Michael Spencer Chapman, Linda Zhang, Jennifer Padilla, Li Zhao, Joanne I Hsu, Chong Zhao, Shujuan Chen, Tomoyuki Tanaka, Zongrui Li, Satoko Ogata, Sarah Hanache, Hui Yang, Courtney Dinardo, Naval Daver, Naveen Pemmaraju, Nitin Jain, Farhad Ravandi, Jianhua Zhang, Xingzhi Song, Erika Thompson, Hongli Tang, Latasha Little, Curtis Gumbs, Robert Z Orlowski, Muzaffar Qazilbash, Kapil Bhalla, Simona Colla, Hagop Kantarjian, Rashmi Kanagal-Shamanna, Carlos Bueso-Ramos, Daisuke Nakada, Gheath Al-Atrash, Jeffery Molldrem, P Andrew Futreal, Elizabeth Shpall, Margaret Goodell, Guillermo Garcia-Manero, Koichi Takahashi

Faculty, Staff and Student Publications

No abstract provided.


Heightened Risk: Childhood Trauma And Anticipatory Grief Exacerbate The Impact Of Loneliness On Depressive Symptoms And Lps-Stimulated Cytokines In Dementia Caregivers, Kelly N Brice, Jensine Paoletti-Hatcher, E Lydia Wu-Chung, Vincent D Lai, Daniel L Argueta, Michelle A Chen, Itee Mahant, Bryan T Denny, Charles Green, Luis D Medina, Paul Schulz, Jennifer Stinson, Samantha K Henry, Cobi Heijnen, Christopher P Fagundes Sep 2025

Heightened Risk: Childhood Trauma And Anticipatory Grief Exacerbate The Impact Of Loneliness On Depressive Symptoms And Lps-Stimulated Cytokines In Dementia Caregivers, Kelly N Brice, Jensine Paoletti-Hatcher, E Lydia Wu-Chung, Vincent D Lai, Daniel L Argueta, Michelle A Chen, Itee Mahant, Bryan T Denny, Charles Green, Luis D Medina, Paul Schulz, Jennifer Stinson, Samantha K Henry, Cobi Heijnen, Christopher P Fagundes

Faculty, Staff and Student Publications

Dementia spousal caregivers are at a disproportionate risk for adverse mental and physical health outcomes. Loneliness is associated with depressive symptoms and proinflammatory cytokine production among caregivers. Additionally, childhood trauma, anticipatory grief, and poor sleep quality are all associated with enhanced stress reactivity. This study used a cross-sectional design to investigate whether loneliness is associated with proinflammatory cytokine production and depressive symptoms in caregivers, and whether these relationships are strongest among caregivers who report high levels of childhood trauma, high amounts of anticipatory grief, or poor sleep quality. A sample of 111 dementia spousal caregivers provided blood samples and completed …


In Situ Programming Of The Tumor Microenvironment To Alleviate Immunosuppression For Pancreatic Cancer Immunotherapy, Man Sun, Huan Zhang, Yarui Ma, Simiao Wang, Jiayi Chen, Yaxin Cui, Yun Zhang, Siyuan Hu, Dan Zhou, Pengchen Zhang, Yahui Liu, Betty Y S Kim, Wen Jiang, Xiaobing Wang, Zhaogang Yang Sep 2025

In Situ Programming Of The Tumor Microenvironment To Alleviate Immunosuppression For Pancreatic Cancer Immunotherapy, Man Sun, Huan Zhang, Yarui Ma, Simiao Wang, Jiayi Chen, Yaxin Cui, Yun Zhang, Siyuan Hu, Dan Zhou, Pengchen Zhang, Yahui Liu, Betty Y S Kim, Wen Jiang, Xiaobing Wang, Zhaogang Yang

Faculty, Staff and Student Publications

Recent studies have highlighted the pivotal role of the cGAS‐STING pathway in cancer immunotherapy. However, clinical trials with cGAS‐STING pathway agonists have faced setbacks thanks to their short biological half‐life, lack of tumor specificity, and potential to promote tumor immune evasion. To address these challenges, a novel exosome‐based drug delivery platform, termed cmExoaCD11b is developed, designed to precisely target and reprogram the tumor microenvironment (TME) in situ for pancreatic cancer immunotherapy. cmExoaCD11b is engineered to encapsulate high copy numbers of IL‐12 mRNA and 2′3’‐cGAMP (cGAMP) and is functionalized with CD11b antibodies for targeted delivery to macrophages. Notably, cmExoaCD11b facilitated the …


Analysis Of Hospital Costs For Robotic And Open Pancreatectomy Incurred During The Implementation Of A Robotic Pancreatectomy Program At A Cancer Center, Heather G Lyu, Yuki Hirata, Pamela W Lu, Jess E Maxwell, Rebecca A Snyder, Michael P Kim, Hop Tran Cao, Ching-Wei D Tzeng, Matthew H G Katz, Naruhiko Ikoma Sep 2025

Analysis Of Hospital Costs For Robotic And Open Pancreatectomy Incurred During The Implementation Of A Robotic Pancreatectomy Program At A Cancer Center, Heather G Lyu, Yuki Hirata, Pamela W Lu, Jess E Maxwell, Rebecca A Snyder, Michael P Kim, Hop Tran Cao, Ching-Wei D Tzeng, Matthew H G Katz, Naruhiko Ikoma

Faculty, Staff and Student Publications

Background: Costs associated with robotic pancreatectomy compared to those of open pancreatectomy are assumed to be high but are not well known, particularly during the initial implementation of the robot.

Study design: Patients who underwent pancreatectomy for any diagnosis from January 2017 to August 2021 were identified retrospectively. Total hospital cost was calculated using intraoperative, inpatient, and outpatient costs within 30 days of surgery. The ratio of the total cost of each pancreatectomy to the average cost of all operations at our center was used to represent cost without sharing proprietary financial data. Propensity score matching was performed to account …


Correction: Imaging In Pelvic Exenteration-A Multidisciplinary Practice Guide From The Esgar-Sar-Esur-Pelvex Collaborative Group, Stephanie Nougaret, Doenja M J Lambregts, Geerard L Beets, Regina G H Beets-Tan, Lennart Blomqvist, David Burling, Quentin Denost, Maria A Gambacorta, Benedetta Gui, Ann Klopp, Yulia Lakhman, Kate E Maturen, Riccardo Manfredi, Iva Petkovska, Luca Russo, Atul B Shinagare, James A Stephenson, Damian Tolan, Aradhana M Venkatesan, Aaron J Quyn, Rosemarie Forstner Sep 2025

Correction: Imaging In Pelvic Exenteration-A Multidisciplinary Practice Guide From The Esgar-Sar-Esur-Pelvex Collaborative Group, Stephanie Nougaret, Doenja M J Lambregts, Geerard L Beets, Regina G H Beets-Tan, Lennart Blomqvist, David Burling, Quentin Denost, Maria A Gambacorta, Benedetta Gui, Ann Klopp, Yulia Lakhman, Kate E Maturen, Riccardo Manfredi, Iva Petkovska, Luca Russo, Atul B Shinagare, James A Stephenson, Damian Tolan, Aradhana M Venkatesan, Aaron J Quyn, Rosemarie Forstner

Faculty, Staff and Student Publications

No abstract provided.


Mechanisms Underlying Treatment-Resistant Depression: Exploring Sex-Based Biological Differences, Francisco E R Da Silva, Atakan Yucel, Antonio P M Menezes, Ana C Ruiz, Marcela C Carbajal Tamez, Tatiana Barichello, Giselli Scaini, Joao Quevedo Sep 2025

Mechanisms Underlying Treatment-Resistant Depression: Exploring Sex-Based Biological Differences, Francisco E R Da Silva, Atakan Yucel, Antonio P M Menezes, Ana C Ruiz, Marcela C Carbajal Tamez, Tatiana Barichello, Giselli Scaini, Joao Quevedo

Faculty, Staff and Student Publications

Treatment-resistant depression (TRD) represents a severe and complex subtype of major depressive disorder (MDD), affecting approximately 30% of patients who fail to respond adequately to multiple standard antidepressant therapies. While the pathophysiology of TRD remains incompletely understood, emerging evidence suggests that sex-based biological differences might influence its onset, progression, and treatment response. Women are disproportionately affected by depression and are more likely to experience residual symptoms and treatment resistance, potentially due to hormonal fluctuations, immune system differences, and variations in brain circuitry and neuroplasticity. This narrative explores the current literature on the mechanisms underlying TRD, with a particular emphasis on …


Leveraging Existing Cohort Studies Of Mexican Women To Better Understand Hispanic Health And Cancer Risk, Dalia Stern, Liliana Gomez-Flores-Ramos, Britton Trabert, V Wendy Setiawan, Loïc Le Marchand, Henry Gomez, Paul A Scheet, Humberto Parada, Amber Pirzada, Martin Lajous, Leslie V Farland Sep 2025

Leveraging Existing Cohort Studies Of Mexican Women To Better Understand Hispanic Health And Cancer Risk, Dalia Stern, Liliana Gomez-Flores-Ramos, Britton Trabert, V Wendy Setiawan, Loïc Le Marchand, Henry Gomez, Paul A Scheet, Humberto Parada, Amber Pirzada, Martin Lajous, Leslie V Farland

Faculty, Staff and Student Publications

Background: Hispanics have been historically underrepresented in epidemiologic cancer research. Existing cohort studies focused on recruiting Hispanic participants have been relatively small, making studying cancer outcomes challenging. Therefore, we aimed to compare the distribution of cancer risk factors among Hispanic women of Mexican heritage (HWMH) participating in existing cohorts to explore the possibility of future data pooling efforts.

Methods: We used baseline data of HWMH from three US-based studies, the Mexican American Cohort (MAC; n = 19,797; 2001-2017), the Multiethnic Cohort (MEC; n = 18,007; 1993-1996), and the Hispanic Community Health Study/Study of Latinos (HCHS/SOL; n = 4,022; 2008-2011), and …


Ai-Powered Model For Accurate Prediction Of Mci-To-Ad Progression, Ahmed Abdelhameed, Jingna Feng, Xinyue Hu, Fang Li, Sori Lundin, Paul E Schulz, Cui Tao Sep 2025

Ai-Powered Model For Accurate Prediction Of Mci-To-Ad Progression, Ahmed Abdelhameed, Jingna Feng, Xinyue Hu, Fang Li, Sori Lundin, Paul E Schulz, Cui Tao

Faculty, Staff and Student Publications

Alzheimer's disease (AD) remains a formidable challenge in modern healthcare, necessitating innovative approaches for its early detection and intervention. This study aimed to enhance the identification of individuals with mild cognitive impairment (MCI) at risk of developing AD. Leveraging advances in computational power and the extensive availability of healthcare data, we explored the potential of deep learning models for early prediction using medical claims data. We employed a bidirectional gated recurrent unit (BiGRU) deep learning model for predictive modeling of MCI progression across various prediction intervals, extending up to five years post-initial MCI diagnosis. The performance of the BiGRU model …