Open Access. Powered by Scholars. Published by Universities.®
- Institution
-
- The Texas Medical Center Library (7455)
- City University of New York (CUNY) (9)
- Thomas Jefferson University (8)
- LSU Health New Orleans (3)
- Rowan University (2)
-
- University of Nebraska Medical Center (2)
- Advocate Health - Midwest (1)
- Aga Khan University (1)
- Brigham Young University (1)
- Chulalongkorn University (1)
- Claremont Colleges (1)
- Clemson University (1)
- Dartmouth College (1)
- JSS Academy of Higher Education and Research (1)
- Loyola University Chicago (1)
- Northern Michigan University (1)
- The University of Akron (1)
- University of Arkansas, Fayetteville (1)
- University of Central Florida (1)
- University of Nebraska - Lincoln (1)
- University of Texas Rio Grande Valley (1)
- Virginia Commonwealth University (1)
- Washington University in St. Louis (1)
- Wayne State University (1)
- West Virginia University (1)
- Keyword
-
- Humans (4848)
- Female (1830)
- Animals (1543)
- Male (1437)
- Mice (1138)
-
- Middle Aged (960)
- Adult (892)
- Aged (852)
- Neoplasms (673)
- Tumor (616)
- Carcinoma (490)
- Cell Line (458)
- Retrospective Studies (456)
- Mutation (451)
- Cell Line, Tumor (444)
- Immunotherapy (406)
- Tumor Microenvironment (375)
- Biomarkers (344)
- Lung Neoplasms (337)
- Leukemia (333)
- Treatment Outcome (309)
- Antineoplastic Combined Chemotherapy Protocols (276)
- Aged, 80 and over (270)
- Receptors (270)
- 80 and over (266)
- Child (264)
- Prognosis (256)
- Breast Neoplasms (234)
- Young Adult (229)
- Myeloid (222)
- Publication Year
- Publication
-
- Faculty, Staff and Student Publications (6755)
- Faculty, Staff and Students Publications (688)
- Publications and Research (9)
- Duncan NRI Faculty and Staff Publications (6)
- Dissertations and Theses (Open Access) (4)
-
- School of Medicine Faculty Publications (3)
- Rowan-Virtua Research Day (2)
- All Dissertations (1)
- All NMU Master's Theses (1)
- Center on Aging Staff Publications (1)
- Children’s Nutrition Research Center Staff Publications (1)
- Chulalongkorn Medical Journal (1)
- Clinical Research in Practice: The Journal of Team Hippocrates (1)
- Dartmouth College Ph.D Dissertations (1)
- Department of Biological & Biomedical Sciences (1)
- Department of Family & Community Medicine Faculty Papers (1)
- Department of Food Science and Technology: Faculty Publications (1)
- Department of Medical Oncology Faculty Papers (1)
- Department of Neurosurgery Faculty Papers (1)
- Department of Otolaryngology - Head and Neck Surgery Faculty Papers (1)
- Department of Radiation Oncology Faculty Papers (1)
- Department of Surgery Faculty Papers (1)
- Digital Journal of Clinical Medicine (1)
- Division of Internal Medicine Faculty Papers & Presentations (1)
- Graduate Medical Education Research Journal (1)
- Graduate Theses, Dissertations, and Problem Reports (ETD) (1)
- Honors Undergraduate Conference (1)
- Honors Undergraduate Theses (1)
- Information Systems Faculty Publications and Presentations (1)
- Journal of Nonprofit Innovation (1)
- Publication Type
Articles 3391 - 3420 of 7498
Full-Text Articles in Medical Specialties
The Saga Of E Faecium, Rishika Prasad, Robert R Jenq
The Saga Of E Faecium, Rishika Prasad, Robert R Jenq
Faculty, Staff and Student Publications
An enzyme that remodels the cell wall of Enterococcus faecium helps these gut bacteria to divide and generate peptide fragments that enhance the immune response against cancer.
First-In-Human Phase I Study Of Tinengotinib (Tt-00420), A Multiple Kinase Inhibitor, As A Single Agent In Patients With Advanced Solid Tumors, Sarina A Piha-Paul, Binghe Xu, Ecaterina E Dumbrava, Siqing Fu, Daniel D Karp, Funda Meric-Bernstam, David S Hong, Jordi A Rodon, Apostolia M Tsimberidou, Kanwal Raghav, Jaffer A Ajani, Anthony P Conley, Frank Mott, Ying Fan, Jean Fan, Peng Peng, Hui Wang, Shumao Ni, Caixia Sun, Xiaoyan Qiang, Wendy J Levin, Brenda Ngo, Qinhua Cindy Ru, Frank Wu, Milind M Javle
First-In-Human Phase I Study Of Tinengotinib (Tt-00420), A Multiple Kinase Inhibitor, As A Single Agent In Patients With Advanced Solid Tumors, Sarina A Piha-Paul, Binghe Xu, Ecaterina E Dumbrava, Siqing Fu, Daniel D Karp, Funda Meric-Bernstam, David S Hong, Jordi A Rodon, Apostolia M Tsimberidou, Kanwal Raghav, Jaffer A Ajani, Anthony P Conley, Frank Mott, Ying Fan, Jean Fan, Peng Peng, Hui Wang, Shumao Ni, Caixia Sun, Xiaoyan Qiang, Wendy J Levin, Brenda Ngo, Qinhua Cindy Ru, Frank Wu, Milind M Javle
Faculty, Staff and Student Publications
PURPOSE: This first-in-human phase I dose-escalation study evaluated the safety, pharmacokinetics, and efficacy of tinengotinib (TT-00420), a multi-kinase inhibitor targeting fibroblast growth factor receptors 1-3 (FGFRs 1-3), Janus kinase 1/2, vascular endothelial growth factor receptors, and Aurora A/B, in patients with advanced solid tumors.
PATIENTS AND METHODS: Patients received tinengotinib orally daily in 28-day cycles. Dose escalation was guided by Bayesian modeling using escalation with overdose control. The primary objective was to assess dose-limiting toxicities (DLTs), maximum tolerated dose (MTD), and dose recommended for dose expansion (DRDE). Secondary objectives included pharmacokinetics and efficacy.
RESULTS: Forty-eight patients were enrolled (dose escalation, …
Somatic Mutations In Normal Tissues: Calm Before The Storm, Zahraa Rahal, Paul Scheet, Humam Kadara
Somatic Mutations In Normal Tissues: Calm Before The Storm, Zahraa Rahal, Paul Scheet, Humam Kadara
Faculty, Staff and Student Publications
We explore the phenomenon of somatic mutations, including those in cancer driver genes, that are present in healthy, normal-appearing tissues and their potential implications for cancer development. We also examine the landscape of these somatic mutations, discuss the role of clonal cell competition and external factors like inflammation in enhancing the fitness of mutant clones, and conclude by considering how understanding these mutations will aid in prevention and/or interception of cancer.
The Hallmarks Of Precancer, Mary M Stangis, Zhengyi Chen, Jimin Min, Sarah E Glass, Jordan O Jackson, Megan D Radyk, Xen Ping Hoi, W Nathaniel Brennen, Ming Yu, Huy Q Dinh, Robert J Coffey, Martha J Shrubsole, Keith S Chan, William M Grady, Srinivasan Yegnasubramanian, Costas A Lyssiotis, Anirban Maitra, Richard B Halberg, Neelendu Dey, Ken S Lau
The Hallmarks Of Precancer, Mary M Stangis, Zhengyi Chen, Jimin Min, Sarah E Glass, Jordan O Jackson, Megan D Radyk, Xen Ping Hoi, W Nathaniel Brennen, Ming Yu, Huy Q Dinh, Robert J Coffey, Martha J Shrubsole, Keith S Chan, William M Grady, Srinivasan Yegnasubramanian, Costas A Lyssiotis, Anirban Maitra, Richard B Halberg, Neelendu Dey, Ken S Lau
Faculty, Staff and Student Publications
Research on precancers, as defined as at-risk tissues and early lesions, is of high significance given the effectiveness of early intervention. We discuss the need for risk stratification to prevent overtreatment, an emphasis on the role of genetic and epigenetic aging when considering risk, and the importance of integrating macroenvironmental risk factors with molecules and cells in lesions and at-risk normal tissues for developing effective intervention and health policy strategies.
T-Cell Dysfunctions In Myelodysplastic Syndromes, Juan Jose Rodriguez-Sevilla, Simona Colla
T-Cell Dysfunctions In Myelodysplastic Syndromes, Juan Jose Rodriguez-Sevilla, Simona Colla
Faculty, Staff and Student Publications
Escape from immune surveillance is a hallmark of cancer. Immune deregulation caused by intrinsic and extrinsic cellular factors, such as altered T-cell functions, leads to immune exhaustion, loss of immune surveillance, and clonal proliferation of tumoral cells. The T-cell immune system contributes to the pathogenesis, maintenance, and progression of myelodysplastic syndrome (MDS). Here, we comprehensively reviewed our current biological knowledge of the T-cell compartment in MDS and recent advances in the development of immunotherapeutic strategies, such as immune checkpoint inhibitors and T-cell- and antibody-based adoptive therapies that hold promise to improve the outcome of patients with MDS.
De Novo Variants In Fryl Are Associated With Developmental Delay, Intellectual Disability, And Dysmorphic Features, Xueyang Pan, Alice M Tao, Shenzhao Lu, Mengqi Ma, Shabab B Hannan, Rachel Slaugh, Sarah Drewes Williams, Lauren O'Grady, Oguz Kanca, Richard Person, Melissa T Carter, Konrad Platzer, Franziska Schnabel, Rami Abou Jamra, Amy E Roberts, Jane W Newburger, Anya Revah-Politi, Jorge L Granadillo, Alexander P A Stegmann, Margje Sinnema, Andrea Accogli, Vincenzo Salpietro, Valeria Capra, Lina Ghaloul-Gonzalez, Martina Brueckner, Marleen E H Simon, David A Sweetser, Kevin E Glinton, Susan E Kirk, Baylor College Of Medicine Center For Precision Medicine Models, Michael F Wangler, Shinya Yamamoto, Wendy K Chung, Hugo J Bellen
De Novo Variants In Fryl Are Associated With Developmental Delay, Intellectual Disability, And Dysmorphic Features, Xueyang Pan, Alice M Tao, Shenzhao Lu, Mengqi Ma, Shabab B Hannan, Rachel Slaugh, Sarah Drewes Williams, Lauren O'Grady, Oguz Kanca, Richard Person, Melissa T Carter, Konrad Platzer, Franziska Schnabel, Rami Abou Jamra, Amy E Roberts, Jane W Newburger, Anya Revah-Politi, Jorge L Granadillo, Alexander P A Stegmann, Margje Sinnema, Andrea Accogli, Vincenzo Salpietro, Valeria Capra, Lina Ghaloul-Gonzalez, Martina Brueckner, Marleen E H Simon, David A Sweetser, Kevin E Glinton, Susan E Kirk, Baylor College Of Medicine Center For Precision Medicine Models, Michael F Wangler, Shinya Yamamoto, Wendy K Chung, Hugo J Bellen
Faculty, Staff and Students Publications
FRY-like transcription coactivator (FRYL) belongs to a Furry protein family that is evolutionarily conserved from yeast to humans. The functions of FRYL in mammals are largely unknown, and variants in FRYL have not previously been associated with a Mendelian disease. Here, we report fourteen individuals with heterozygous variants in FRYL who present with developmental delay, intellectual disability, dysmorphic features, and other congenital anomalies in multiple systems. The variants are confirmed de novo in all individuals except one. Human genetic data suggest that FRYL is intolerant to loss of function (LoF). We find that the fly FRYL ortholog, furry (fry), is …
Next Directions In The Neuroscience Of Cancers Arising Outside The Cns, Moran Amit, Corina Anastasaki, Robert Dantzer, Ihsan Ekin Demir, Benjamin Deneen, Karen O Dixon, Mikala Egeblad, Erin M Gibson, Shawn L Hervey-Jumper, Hubert Hondermarck, Claire Magnon, Michelle Monje, Shorook Na'ara, Yuan Pan, Elizabeth A Repasky, Nicole N Scheff, Erica K Sloan, Sebastien Talbot, Kevin J Tracey, Lloyd C Trotman, Manuel Valiente, Linda Van Aelst, Varun Venkataramani, Humsa S Venkatesh, Paola D Vermeer, Frank Winkler, Richard J Wong, David H Gutmann, Jeremy C Borniger
Next Directions In The Neuroscience Of Cancers Arising Outside The Cns, Moran Amit, Corina Anastasaki, Robert Dantzer, Ihsan Ekin Demir, Benjamin Deneen, Karen O Dixon, Mikala Egeblad, Erin M Gibson, Shawn L Hervey-Jumper, Hubert Hondermarck, Claire Magnon, Michelle Monje, Shorook Na'ara, Yuan Pan, Elizabeth A Repasky, Nicole N Scheff, Erica K Sloan, Sebastien Talbot, Kevin J Tracey, Lloyd C Trotman, Manuel Valiente, Linda Van Aelst, Varun Venkataramani, Humsa S Venkatesh, Paola D Vermeer, Frank Winkler, Richard J Wong, David H Gutmann, Jeremy C Borniger
Faculty, Staff and Students Publications
The field of cancer neuroscience has begun to define the contributions of nerves to cancer initiation and progression; here, we highlight the future directions of basic and translational cancer neuroscience for malignancies arising outside of the central nervous system.
Bi-Allelic Acbd6 Variants Lead To A Neurodevelopmental Syndrome With Progressive And Complex Movement Disorders, Rauan Kaiyrzhanov, Aboulfazl Rad, Sheng-Jia Lin, Aida Bertoli-Avella, Wouter W Kallemeijn, Annie Godwin, Maha S Zaki, Kevin Huang, Tracy Lau, Cassidy Petree, Stephanie Efthymiou, Ehsan Ghayoor Karimiani, Maja Hempel, Elizabeth A Normand, Sabine Rudnik-Schöneborn, Ulrich A Schatz, Marc P Baggelaar, Muhammad Ilyas, Tipu Sultan, Javeria Raza Alvi, Manizha Ganieva, Ben Fowler, Ruxandra Aanicai, Gulsen Akay Tayfun, Abdulaziz Al Saman, Abdulrahman Alswaid, Nafise Amiri, Nilufar Asilova, Vorasuk Shotelersuk, Patra Yeetong, Matloob Azam, Meisam Babaei, Gholamreza Bahrami Monajemi, Pouria Mohammadi, Saeed Samie, Selina Husna Banu, Jorge Pinto Basto, Fanny Kortüm, Mislen Bauer, Peter Bauer, Christian Beetz, Masoud Garshasbi, Awatif Hameed Issa, Wafaa Eyaid, Hind Ahmed, Narges Hashemi, Kazem Hassanpour, Isabella Herman, Sherozjon Ibrohimov, Ban A Abdul-Majeed, Maria Imdad, Maksudjon Isrofilov, Qassem Kaiyal, Suliman Khan, Brian Kirmse, Janet Koster, Charles Marques Lourenço, Tadahiro Mitani, Oana Moldovan, David Murphy, Maryam Najafi, Davut Pehlivan, Maria Eugenia Rocha, Vincenzo Salpietro, Miriam Schmidts, Adel Shalata, Mohammad Mahroum, Jawabreh Kassem Talbeya, Robert W Taylor, Dayana Vazquez, Annalisa Vetro, Hans R Waterham, Mashaya Zaman, Tina A Schrader, Wendy K Chung, Renzo Guerrini, James R Lupski, Joseph Gleeson, Mohnish Suri, Yalda Jamshidi, Kailash P Bhatia, Barbara Vona, Michael Schrader, Mariasavina Severino, Matthew Guille, Edward W Tate, Gaurav K Varshney, Henry Houlden, Reza Maroofian
Bi-Allelic Acbd6 Variants Lead To A Neurodevelopmental Syndrome With Progressive And Complex Movement Disorders, Rauan Kaiyrzhanov, Aboulfazl Rad, Sheng-Jia Lin, Aida Bertoli-Avella, Wouter W Kallemeijn, Annie Godwin, Maha S Zaki, Kevin Huang, Tracy Lau, Cassidy Petree, Stephanie Efthymiou, Ehsan Ghayoor Karimiani, Maja Hempel, Elizabeth A Normand, Sabine Rudnik-Schöneborn, Ulrich A Schatz, Marc P Baggelaar, Muhammad Ilyas, Tipu Sultan, Javeria Raza Alvi, Manizha Ganieva, Ben Fowler, Ruxandra Aanicai, Gulsen Akay Tayfun, Abdulaziz Al Saman, Abdulrahman Alswaid, Nafise Amiri, Nilufar Asilova, Vorasuk Shotelersuk, Patra Yeetong, Matloob Azam, Meisam Babaei, Gholamreza Bahrami Monajemi, Pouria Mohammadi, Saeed Samie, Selina Husna Banu, Jorge Pinto Basto, Fanny Kortüm, Mislen Bauer, Peter Bauer, Christian Beetz, Masoud Garshasbi, Awatif Hameed Issa, Wafaa Eyaid, Hind Ahmed, Narges Hashemi, Kazem Hassanpour, Isabella Herman, Sherozjon Ibrohimov, Ban A Abdul-Majeed, Maria Imdad, Maksudjon Isrofilov, Qassem Kaiyal, Suliman Khan, Brian Kirmse, Janet Koster, Charles Marques Lourenço, Tadahiro Mitani, Oana Moldovan, David Murphy, Maryam Najafi, Davut Pehlivan, Maria Eugenia Rocha, Vincenzo Salpietro, Miriam Schmidts, Adel Shalata, Mohammad Mahroum, Jawabreh Kassem Talbeya, Robert W Taylor, Dayana Vazquez, Annalisa Vetro, Hans R Waterham, Mashaya Zaman, Tina A Schrader, Wendy K Chung, Renzo Guerrini, James R Lupski, Joseph Gleeson, Mohnish Suri, Yalda Jamshidi, Kailash P Bhatia, Barbara Vona, Michael Schrader, Mariasavina Severino, Matthew Guille, Edward W Tate, Gaurav K Varshney, Henry Houlden, Reza Maroofian
Faculty, Staff and Students Publications
The acyl-CoA-binding domain-containing protein 6 (ACBD6) is ubiquitously expressed, plays a role in the acylation of lipids and proteins and regulates the N-myristoylation of proteins via N-myristoyltransferase enzymes (NMTs). However, its precise function in cells is still unclear, as is the consequence of ACBD6 defects on human pathophysiology. Using exome sequencing and extensive international data sharing efforts, we identified 45 affected individuals from 28 unrelated families (consanguinity 93%) with bi-allelic pathogenic, predominantly loss-of-function (18/20) variants in ACBD6. We generated zebrafish and Xenopus tropicalis acbd6 knockouts by CRISPR/Cas9 and characterized the role of ACBD6 on protein N-myristoylation with myristic acid alkyne …
Oncogenic Oral Human Papillomavirus Clearance Patterns Over 10 Years, Gypsyamber D'Souza, Sakshi R Tewari, Tanya Troy, Jennifer Webster-Cyriaque, Dorothy J Wiley, Cecile Delille Lahiri, Frank Joseph Palella, Maura L Gillison, Howard D Strickler, Linda Struijk, Tim Waterboer, Ken Ho, Jennafer Kwait, Jason Lazar, Kathleen M Weber, Carole Fakhry
Oncogenic Oral Human Papillomavirus Clearance Patterns Over 10 Years, Gypsyamber D'Souza, Sakshi R Tewari, Tanya Troy, Jennifer Webster-Cyriaque, Dorothy J Wiley, Cecile Delille Lahiri, Frank Joseph Palella, Maura L Gillison, Howard D Strickler, Linda Struijk, Tim Waterboer, Ken Ho, Jennafer Kwait, Jason Lazar, Kathleen M Weber, Carole Fakhry
Faculty, Staff and Student Publications
Background: Effective screening for oropharyngeal cancer is lacking. Four oncogenic HPV clearance definitions were explored to understand long-term natural history for persistent oncogenic oral HPV (oncHPV), the precursor of oropharyngeal cancer.
Methods: Prospective multicenter cohort of participants living with/at-risk for HIV, with oral rinse and gargle samples collected every 6 to 12 months for up to 10 years and tested for oncHPV. HPV clearance definitions included 1 (clear1), 2 (clear2), 3 (clear3) consecutive negatives, or being negative at last two visits (clearlast).
Results: Median time to clearance of oncHPV exceeded 2 years for conservative definitions (clear3: 2.38, clearlast: 2.43), but …
Evaluation Of Four Computed Tomography Reconstruction Algorithms Using A Coronary Artery Phantom, Shungo Sawamura, Shingo Kato, Yoshinori Funama, Seitaro Oda, Harumi Mochizuki, Sayuri Inagaki, Yuka Takeuchi, Tsubasa Morioka, Toshiharu Izumi, Yoichiro Ota, Hironori Kawagoe, Shihyao Cheng, Naoki Nakayama, Kazuki Fukui, Takashi Tsutsumi, Tae Iwasawa, Daisuke Utsunomiya
Evaluation Of Four Computed Tomography Reconstruction Algorithms Using A Coronary Artery Phantom, Shungo Sawamura, Shingo Kato, Yoshinori Funama, Seitaro Oda, Harumi Mochizuki, Sayuri Inagaki, Yuka Takeuchi, Tsubasa Morioka, Toshiharu Izumi, Yoichiro Ota, Hironori Kawagoe, Shihyao Cheng, Naoki Nakayama, Kazuki Fukui, Takashi Tsutsumi, Tae Iwasawa, Daisuke Utsunomiya
Faculty, Staff and Student Publications
BACKGROUND: Despite advancements in coronary computed tomography angiography (CTA), challenges in positive predictive value and specificity remain due to limited spatial resolution. The purpose of this experimental study was to investigate the effect of 2nd generation deep learning-based reconstruction (DLR) on the quantitative and qualitative image quality in coronary CTA.
METHODS: A vessel model with stepwise non-calcified plaque was scanned using 320-detector CT. Image reconstruction was performed using four techniques: hybrid iterative reconstruction (HIR), model-based iterative reconstruction (MBIR), DLR, and 2nd generation DLR. The luminal peak CT number, contrast-to-noise ratio (CNR), and edge rise slope (ERS) were quantitatively evaluated via …
Nodal Variants Are Associated With A Continuum Of Laterality Defects From Simple D-Transposition Of The Great Arteries To Heterotaxy, Zain Dardas, Jawid M Fatih, Angad Jolly, Moez Dawood, Haowei Du, Christopher M Grochowski, Edward G Jones, Shalini N Jhangiani, Xander H T Wehrens, Pengfei Liu, Weimin Bi, Eric Boerwinkle, Jennifer E Posey, Donna M Muzny, Richard A Gibbs, James R Lupski, Zeynep Coban-Akdemir, Shaine A Morris
Nodal Variants Are Associated With A Continuum Of Laterality Defects From Simple D-Transposition Of The Great Arteries To Heterotaxy, Zain Dardas, Jawid M Fatih, Angad Jolly, Moez Dawood, Haowei Du, Christopher M Grochowski, Edward G Jones, Shalini N Jhangiani, Xander H T Wehrens, Pengfei Liu, Weimin Bi, Eric Boerwinkle, Jennifer E Posey, Donna M Muzny, Richard A Gibbs, James R Lupski, Zeynep Coban-Akdemir, Shaine A Morris
Faculty, Staff and Student Publications
BACKGROUND: NODAL signaling plays a critical role in embryonic patterning and heart development in vertebrates. Genetic variants resulting in perturbations of the TGF-β/NODAL signaling pathway have reproducibly been shown to cause laterality defects in humans. To further explore this association and improve genetic diagnosis, the study aims to identify and characterize a broader range of NODAL variants in a large number of individuals with laterality defects.
METHODS: We re-analyzed a cohort of 321 proband-only exomes of individuals with clinically diagnosed laterality congenital heart disease (CHD) using family-based, rare variant genomic analyses. To this cohort we added 12 affected subjects with …
Gabaergic/Glycinergic And Glutamatergic Neurons Mediate Distinct Neurodevelopmental Phenotypes Of Stxbp1 Encephalopathy, Joo Hyun Kim, Wu Chen, Eugene S Chao, Armando Rivera, Heet Naresh Kaku, Kevin Jiang, Dongwon Lee, Hongmei Chen, Jaimie M Vega, Teresa V Chin, Kevin Jin, Kelly T Nguyen, Sheldon S Zou, Zain Moin, Shawn Nguyen, Mingshan Xue 薛名杉
Gabaergic/Glycinergic And Glutamatergic Neurons Mediate Distinct Neurodevelopmental Phenotypes Of Stxbp1 Encephalopathy, Joo Hyun Kim, Wu Chen, Eugene S Chao, Armando Rivera, Heet Naresh Kaku, Kevin Jiang, Dongwon Lee, Hongmei Chen, Jaimie M Vega, Teresa V Chin, Kevin Jin, Kelly T Nguyen, Sheldon S Zou, Zain Moin, Shawn Nguyen, Mingshan Xue 薛名杉
Faculty, Staff and Students Publications
An increasing number of pathogenic variants in presynaptic proteins involved in the synaptic vesicle cycle are being discovered in neurodevelopmental disorders. The clinical features of these synaptic vesicle cycle disorders are diverse, but the most prevalent phenotypes include intellectual disability, epilepsy, movement disorders, cerebral visual impairment, and psychiatric symptoms ( Verhage and Sørensen, 2020; Bonnycastle et al., 2021; John et al., 2021; Melland et al., 2021). Among this growing list of synaptic vesicle cycle disorders, the most frequent is STXBP1 encephalopathy caused by de novo heterozygous pathogenic variants in syntaxin-binding protein 1 (STXBP1, also known as …
Identification Of Colorectal Cancer Cell Stemness From Single-Cell Rna Sequencing, Kangyu Lin, Saikat Chowdhury, Mohammad A Zeineddine, Fadl A Zeineddine, Nicholas J Hornstein, Oscar E Villarreal, Dipen M Maru, Cara L Haymaker, Jean-Nicolas Vauthey, George J Chang, Elena Bogatenkova, David Menter, Scott Kopetz, John Paul Shen
Identification Of Colorectal Cancer Cell Stemness From Single-Cell Rna Sequencing, Kangyu Lin, Saikat Chowdhury, Mohammad A Zeineddine, Fadl A Zeineddine, Nicholas J Hornstein, Oscar E Villarreal, Dipen M Maru, Cara L Haymaker, Jean-Nicolas Vauthey, George J Chang, Elena Bogatenkova, David Menter, Scott Kopetz, John Paul Shen
Faculty, Staff and Student Publications
UNLABELLED: Cancer stem cells (CSC) play a critical role in metastasis, relapse, and therapy resistance in colorectal cancer. While characterization of the normal lineage of cell development in the intestine has led to the identification of many genes involved in the induction and maintenance of pluripotency, recent studies suggest significant heterogeneity in CSC populations. Moreover, while many canonical colorectal cancer CSC marker genes have been identified, the ability to use these classical markers to annotate stemness at the single-cell level is limited. In this study, we performed single-cell RNA sequencing on a cohort of 6 primary colon, 9 liver metastatic …
Peritoneal Microenvironment Promotes Appendiceal Adenocarcinoma Growth: A Multi-Omics Approach Using Patient-Derived Xenografts, Vinay K Pattalachinti, Ichiaki Ito, Saikat Chowdhury, Abdelrahman Yousef, Yue Gu, Betul Beyza Gunes, Emma R Salle, Melissa W Taggart, Keith Fournier, Natalie W Fowlkes, John Paul Shen
Peritoneal Microenvironment Promotes Appendiceal Adenocarcinoma Growth: A Multi-Omics Approach Using Patient-Derived Xenografts, Vinay K Pattalachinti, Ichiaki Ito, Saikat Chowdhury, Abdelrahman Yousef, Yue Gu, Betul Beyza Gunes, Emma R Salle, Melissa W Taggart, Keith Fournier, Natalie W Fowlkes, John Paul Shen
Faculty, Staff and Student Publications
Appendiceal adenocarcinoma (AA) is unique from other gastrointestinal malignancies in that it almost exclusively metastasizes to the peritoneal cavity. However, few studies have investigated the molecular interaction of the peritoneal microenvironment and AA. Here, we use a multi-omics approach with orthotopic and flank-implanted patient-derived xenografts (PDX) to study the effect of the peritoneal microenvironment on AA. AA tumors implanted in the peritoneal microenvironment tended to grow faster and displayed greater nuclear expression of Ki-67 relative to the same tumors implanted in the flank. Comparing the tumor-specific transcriptome (excluding stromal transcription), the peritoneal microenvironment relatively upregulated genes related to proliferation, including …
Neutrophil Elastase Remodels Mammary Tumors To Facilitate Lung Metastasis, Amriti R Lulla, Said Akli, Cansu Karakas, Joseph A Caruso, Lucas D Warma, Natalie W Fowlkes, Xiayu Rao, Jing Wang, Kelly K Hunt, Stephanie S Watowich, Khandan Keyomarsi
Neutrophil Elastase Remodels Mammary Tumors To Facilitate Lung Metastasis, Amriti R Lulla, Said Akli, Cansu Karakas, Joseph A Caruso, Lucas D Warma, Natalie W Fowlkes, Xiayu Rao, Jing Wang, Kelly K Hunt, Stephanie S Watowich, Khandan Keyomarsi
Faculty, Staff and Student Publications
Metastatic disease remains the leading cause of death due to cancer, yet the mechanism(s) of metastasis and its timely detection remain to be elucidated. Neutrophil elastase (NE), a serine protease secreted by neutrophils, is a crucial mediator of chronic inflammation and tumor progression. In this study, we used the PyMT model (NE+/+ and NE-/-) of breast cancer to interrogate the tumor-intrinsic and -extrinsic mechanisms by which NE can promote metastasis. Our results showed that genetic ablation of NE significantly reduced lung metastasis and improved metastasis-free survival. RNA-sequencing analysis of primary tumors indicated differential regulation of tumor-intrinsic actin cytoskeleton signaling pathways …
Author Correction: Automating Data Analysis For Hydrogen/Deuterium Exchange Mass Spectrometry Using Data-Independent Acquisition Methodology, Frantisek Filandr, Vladimir Sarpe, Shaunak Raval, D Alex Crowder, Morgan F Khan, Pauline Douglas, Stephen Coales, Rosa Viner, Aleem Syed, John A Tainer, Susan P Lees-Miller, David C Schriemer
Author Correction: Automating Data Analysis For Hydrogen/Deuterium Exchange Mass Spectrometry Using Data-Independent Acquisition Methodology, Frantisek Filandr, Vladimir Sarpe, Shaunak Raval, D Alex Crowder, Morgan F Khan, Pauline Douglas, Stephen Coales, Rosa Viner, Aleem Syed, John A Tainer, Susan P Lees-Miller, David C Schriemer
Faculty, Staff and Student Publications
No abstract provided.
Antigen-Clustered Nanovaccine Achieves Long-Term Tumor Remission By Promoting B/Cd 4 T Cell Crosstalk, Chengyi Li, Ryan Clauson, Luke F Bugada, Fang Ke, Bing He, Zhixin Yu, Hongwei Chen, Binyamin Jacobovitz, Hongxiang Hu, Polina Chuikov, Brett Dallas Hill, Syed M Rizvi, Yudong Song, Kai Sun, Pasieka Axenov, Daniel Huynh, Xinyi Wang, Lana Garmire, Yu Leo Lei, Irina Grigorova, Fei Wen, Marilia Cascalho, Wei Gao, Duxin Sun
Antigen-Clustered Nanovaccine Achieves Long-Term Tumor Remission By Promoting B/Cd 4 T Cell Crosstalk, Chengyi Li, Ryan Clauson, Luke F Bugada, Fang Ke, Bing He, Zhixin Yu, Hongwei Chen, Binyamin Jacobovitz, Hongxiang Hu, Polina Chuikov, Brett Dallas Hill, Syed M Rizvi, Yudong Song, Kai Sun, Pasieka Axenov, Daniel Huynh, Xinyi Wang, Lana Garmire, Yu Leo Lei, Irina Grigorova, Fei Wen, Marilia Cascalho, Wei Gao, Duxin Sun
Faculty, Staff and Student Publications
Current cancer vaccines using T cell epitopes activate antitumor T cell immunity through dendritic cell/macrophage-mediated antigen presentation, but they lack the ability to promote B/CD4 T cell crosstalk, limiting their anticancer efficacy. We developed antigen-clustered nanovaccine (ACNVax) to achieve long-term tumor remission by promoting B/CD4 T cell crosstalk. The topographic features of ACNVax were achieved using an iron nanoparticle core attached with an optimal number of gold nanoparticles, where the clusters of HER2 B/CD4 T cell epitopes were conjugated on the gold surface with an optimal intercluster distance of 5-10 nm. ACNVax effectively trafficked to lymph nodes and cross-linked with …
Targeting Branched N-Glycans And Fucosylation Sensitizes Ovarian Tumors To Immune Checkpoint Blockade, Hao Nie, Pratima Saini, Taito Miyamoto, Liping Liao, Rafal J Zielinski, Heng Liu, Wei Zhou, Chen Wang, Brennah Murphy, Martina Towers, Tyler Yang, Yuan Qi, Toshitha Kannan, Andrew Kossenkov, Hiroaki Tateno, Daniel T Claiborne, Nan Zhang, Mohamed Abdel-Mohsen, Rugang Zhang
Targeting Branched N-Glycans And Fucosylation Sensitizes Ovarian Tumors To Immune Checkpoint Blockade, Hao Nie, Pratima Saini, Taito Miyamoto, Liping Liao, Rafal J Zielinski, Heng Liu, Wei Zhou, Chen Wang, Brennah Murphy, Martina Towers, Tyler Yang, Yuan Qi, Toshitha Kannan, Andrew Kossenkov, Hiroaki Tateno, Daniel T Claiborne, Nan Zhang, Mohamed Abdel-Mohsen, Rugang Zhang
Faculty, Staff and Student Publications
Aberrant glycosylation is a crucial strategy employed by cancer cells to evade cellular immunity. However, it's unclear whether homologous recombination (HR) status-dependent glycosylation can be therapeutically explored. Here, we show that the inhibition of branched N-glycans sensitizes HR-proficient, but not HR-deficient, epithelial ovarian cancers (EOCs) to immune checkpoint blockade (ICB). In contrast to fucosylation whose inhibition sensitizes EOCs to anti-PD-L1 immunotherapy regardless of HR-status, we observe an enrichment of branched N-glycans on HR-proficient compared to HR-deficient EOCs. Mechanistically, BRCA1/2 transcriptionally promotes the expression of MGAT5, the enzyme responsible for catalyzing branched N-glycans. The branched N-glycans on HR-proficient tumors augment their …
Ai Is A Viable Alternative To High Throughput Screening: A 318-Target Study, The Atomwise Aims Program
Ai Is A Viable Alternative To High Throughput Screening: A 318-Target Study, The Atomwise Aims Program
Faculty, Staff and Student Publications
High throughput screening (HTS) is routinely used to identify bioactive small molecules. This requires physical compounds, which limits coverage of accessible chemical space. Computational approaches combined with vast on-demand chemical libraries can access far greater chemical space, provided that the predictive accuracy is sufficient to identify useful molecules. Through the largest and most diverse virtual HTS campaign reported to date, comprising 318 individual projects, we demonstrate that our AtomNet® convolutional neural network successfully finds novel hits across every major therapeutic area and protein class. We address historical limitations of computational screening by demonstrating success for target proteins without known binders, …
Population Coding Of Strategic Variables During Foraging In Freely Moving Macaques, Neda Shahidi, Melissa Franch, Arun Parajuli, Paul Schrater, Anthony Wright, Xaq Pitkow, Valentin Dragoi
Population Coding Of Strategic Variables During Foraging In Freely Moving Macaques, Neda Shahidi, Melissa Franch, Arun Parajuli, Paul Schrater, Anthony Wright, Xaq Pitkow, Valentin Dragoi
Faculty, Staff and Student Publications
Until now, it has been difficult to examine the neural bases of foraging in naturalistic environments because previous approaches have relied on restrained animals performing trial-based foraging tasks. Here we allowed unrestrained monkeys to freely interact with concurrent reward options while we wirelessly recorded population activity in the dorsolateral prefrontal cortex. The animals decided when and where to forage based on whether their prediction of reward was fulfilled or violated. This prediction was not solely based on a history of reward delivery, but also on the understanding that waiting longer improves the chance of reward. The task variables were continuously …
A Multi-Institutional Comparison Of Retrospective Deformable Dose Accumulation For Online Adaptive Magnetic Resonance-Guided Radiotherapy, Martina Murr, Uffe Bernchou, Edyta Bubula-Rehm, Mark Ruschin, Parisa Sadeghi, Peter Voet, Jeff D Winter, Jinzhong Yang, Eyesha Younus, Cornel Zachiu, Yao Zhao, Hualiang Zhong, Daniela Thorwarth
A Multi-Institutional Comparison Of Retrospective Deformable Dose Accumulation For Online Adaptive Magnetic Resonance-Guided Radiotherapy, Martina Murr, Uffe Bernchou, Edyta Bubula-Rehm, Mark Ruschin, Parisa Sadeghi, Peter Voet, Jeff D Winter, Jinzhong Yang, Eyesha Younus, Cornel Zachiu, Yao Zhao, Hualiang Zhong, Daniela Thorwarth
Faculty, Staff and Student Publications
BACKGROUND AND PURPOSE: Application of different deformable dose accumulation (DDA) solutions makes institutional comparisons after online-adaptive magnetic resonance-guided radiotherapy (OA-MRgRT) challenging. The aim of this multi-institutional study was to analyze accuracy and agreement of DDA-implementations in OA-MRgRT.
MATERIAL AND METHODS: One gold standard (GS) case deformed with a biomechanical-model and five clinical cases consisting of prostate (2x), cervix, liver, and lymph node cancer, treated with OA-MRgRT, were analyzed. Six centers conducted DDA using institutional implementations. Deformable image registration (DIR) and DDA results were compared using the contour metrics Dice Similarity Coefficient (DSC), surface-DSC, Hausdorff-distance (HD95%), and accumulated dose-volume histograms (DVHs) …
Intraprocedural Versus Initial Follow-Up Minimal Ablative Margin Assessment After Colorectal Liver Metastasis Thermal Ablation: Which One Better Predicts Local Outcomes?, Yuan-Mao Lin, Iwan Paolucci, Jessica Albuquerque Marques Silva, Caleb S O'Connor, Bryan M Fellman, Aaron K Jones, Joshua D Kuban, Steven Y Huang, Zeyad A Metwalli, Kristy K Brock, Bruno C Odisio
Intraprocedural Versus Initial Follow-Up Minimal Ablative Margin Assessment After Colorectal Liver Metastasis Thermal Ablation: Which One Better Predicts Local Outcomes?, Yuan-Mao Lin, Iwan Paolucci, Jessica Albuquerque Marques Silva, Caleb S O'Connor, Bryan M Fellman, Aaron K Jones, Joshua D Kuban, Steven Y Huang, Zeyad A Metwalli, Kristy K Brock, Bruno C Odisio
Faculty, Staff and Student Publications
Objectives: The aim of this study was to investigate the prognostic value of 3-dimensional minimal ablative margin (MAM) quantified by intraprocedural versus initial follow-up computed tomography (CT) in predicting local tumor progression (LTP) after colorectal liver metastasis (CLM) thermal ablation.
Materials and methods: This single-institution, patient-clustered, tumor-based retrospective study included patients undergoing microwave and radiofrequency ablation between 2016 and 2021. Patients without intraprocedural and initial follow-up contrast-enhanced CT, residual tumors, or with follow-up less than 1 year without LTP were excluded. Minimal ablative margin was quantified by a biomechanical deformable image registration method with segmentations of CLMs on intraprocedural preablation …
Comprehensive Analysis Of Transcription Factor-Based Molecular Subtypes And Their Correlation To Clinical Outcomes In Small-Cell Lung Cancer, Sehhoon Park, Tae Hee Hong, Soohyun Hwang, Simon Heeke, Carl M Gay, Jiyeon Kim, Hyun-Ae Jung, Jong-Mu Sun, Jin Seok Ahn, Myung-Ju Ahn, Jong Ho Cho, Yong Soo Choi, Jhingook Kim, Young Mog Shim, Hong Kwan Kim, Lauren Averett Byers, John V Heymach, Yoon-La Choi, Se-Hoon Lee, Keunchil Park
Comprehensive Analysis Of Transcription Factor-Based Molecular Subtypes And Their Correlation To Clinical Outcomes In Small-Cell Lung Cancer, Sehhoon Park, Tae Hee Hong, Soohyun Hwang, Simon Heeke, Carl M Gay, Jiyeon Kim, Hyun-Ae Jung, Jong-Mu Sun, Jin Seok Ahn, Myung-Ju Ahn, Jong Ho Cho, Yong Soo Choi, Jhingook Kim, Young Mog Shim, Hong Kwan Kim, Lauren Averett Byers, John V Heymach, Yoon-La Choi, Se-Hoon Lee, Keunchil Park
Faculty, Staff and Student Publications
BACKGROUND: Recent studies have reported the predictive and prognostic value of novel transcriptional factor-based molecular subtypes in small-cell lung cancer (SCLC). We conducted an in-depth analysis pairing multi-omics data with immunohistochemistry (IHC) to elucidate the underlying characteristics associated with differences in clinical outcomes between subtypes.
METHODS: IHC (n = 252), target exome sequencing (n = 422), and whole transcriptome sequencing (WTS, n = 189) data generated from 427 patients (86.4% males, 13.6% females) with SCLC were comprehensively analysed. The differences in the mutation profile, gene expression profile, and inflammed signatures were analysed according to the IHC-based molecular subtype.
FINDINGS: IHC-based …
C2h2 Zinc Finger Transcription Factors Associated With Hemoglobinopathies, Xing Zhang, Fangfang Xia, Xiaotian Zhang, Robert M Blumenthal, Xiaodong Cheng
C2h2 Zinc Finger Transcription Factors Associated With Hemoglobinopathies, Xing Zhang, Fangfang Xia, Xiaotian Zhang, Robert M Blumenthal, Xiaodong Cheng
Faculty, Staff and Student Publications
In humans, specific aberrations in β-globin results in sickle cell disease and β-thalassemia, symptoms of which can be ameliorated by increased expression of fetal globin (HbF). Two recent CRISPR-Cas9 screens, centered on ∼1500 annotated sequence-specific DNA binding proteins and performed in a human erythroid cell line that expresses adult hemoglobin, uncovered four groups of candidate regulators of HbF gene expression. They are (1) members of the nucleosome remodeling and deacetylase (NuRD) complex proteins that are already known for HbF control; (2) seven C2H2 zinc finger (ZF) proteins, including some (ZBTB7A and BCL11A) already known for directly silencing the fetal γ-globin …
Mitochondrial Regulation Of Gpx4 Inhibition-Mediated Ferroptosis In Acute Myeloid Leukemia, Hiroki Akiyama, Ran Zhao, Lauren B Ostermann, Ziyi Li, Matthew Tcheng, Samar J Yazdani, Arman Moayed, Malcolm L Pryor, Sandeep Slngh, Natalia Baran, Edward Ayoub, Yuki Nishida, Po Yee Mak, Vivian R Ruvolo, Bing Z Carter, Aaron D Schimmer, Michael Andreeff, Jo Ishizawa
Mitochondrial Regulation Of Gpx4 Inhibition-Mediated Ferroptosis In Acute Myeloid Leukemia, Hiroki Akiyama, Ran Zhao, Lauren B Ostermann, Ziyi Li, Matthew Tcheng, Samar J Yazdani, Arman Moayed, Malcolm L Pryor, Sandeep Slngh, Natalia Baran, Edward Ayoub, Yuki Nishida, Po Yee Mak, Vivian R Ruvolo, Bing Z Carter, Aaron D Schimmer, Michael Andreeff, Jo Ishizawa
Faculty, Staff and Student Publications
Resistance to apoptosis in acute myeloid leukemia (AML) cells causes refractory or relapsed disease, associated with dismal clinical outcomes. Ferroptosis, a mode of non-apoptotic cell death triggered by iron-dependent lipid peroxidation, has been investigated as potential therapeutic modality against therapy-resistant cancers, but our knowledge of its role in AML is limited. We investigated ferroptosis in AML cells and identified its mitochondrial regulation as a therapeutic vulnerability. GPX4 knockdown induced ferroptosis in AML cells, accompanied with characteristic mitochondrial lipid peroxidation, exerting anti-AML effects in vitro and in vivo. Electron transport chains (ETC) are primary sources of coenzyme Q
Dynamic Imaging Of Blood Coagulation Within The Hematoma Of Patients With Acute Hemorrhagic Stroke, Muhammad E Haque, Seth B Boren, James Mills, Kerry G Schneider, Maria Parekh, Stuart M Fraser, Ivo Bach, Praveen Hariharan, Pamela J Zelnick, Felix S Guerra Castanon, Asim Naveed, Muhammad Tariq, Octavio D Arevalo, Khader M Hasan, Miguel Escobar, Xiurong Zhao, Clark Sitton, Ponnada A Narayana, James C Grotta, Jaroslaw Aronowski, Sean I Savitz
Dynamic Imaging Of Blood Coagulation Within The Hematoma Of Patients With Acute Hemorrhagic Stroke, Muhammad E Haque, Seth B Boren, James Mills, Kerry G Schneider, Maria Parekh, Stuart M Fraser, Ivo Bach, Praveen Hariharan, Pamela J Zelnick, Felix S Guerra Castanon, Asim Naveed, Muhammad Tariq, Octavio D Arevalo, Khader M Hasan, Miguel Escobar, Xiurong Zhao, Clark Sitton, Ponnada A Narayana, James C Grotta, Jaroslaw Aronowski, Sean I Savitz
Faculty, Staff and Student Publications
BACKGROUND: The dynamics of blood clot (combination of Hb [hemoglobin], fibrin, and a higher concentration of aggregated red blood cells) formation within the hematoma of an intracerebral hemorrhage is not well understood. A quantitative neuroimaging method of localized coagulated blood volume/distribution within the hematoma might improve clinical decision-making.
METHODS: The deoxyhemoglobin of aggregated red blood cells within extravasated blood exhibits a higher magnetic susceptibility due to unpaired heme iron electrons. We propose that coagulated blood, with higher aggregated red blood cell content, will exhibit (1) a higher positive susceptibility than noncoagulated blood and (2) increase in fibrin polymerization-restricted localized diffusion, …
New Horizons In Hyperpolarized13c Mri, Myriam M Chaumeil, James A Bankson, Kevin M Brindle, Shdema Epstein, Ferdia A Gallagher, Martin Grashei, Caroline Guglielmetti, Joshua D Kaggie, Kayvan R Keshari, Stephan Knecht, Christoffer Laustsen, Andreas B Schmidt, Daniel Vigneron, Yi-Fen Yen, Franz Schilling
New Horizons In Hyperpolarized13c Mri, Myriam M Chaumeil, James A Bankson, Kevin M Brindle, Shdema Epstein, Ferdia A Gallagher, Martin Grashei, Caroline Guglielmetti, Joshua D Kaggie, Kayvan R Keshari, Stephan Knecht, Christoffer Laustsen, Andreas B Schmidt, Daniel Vigneron, Yi-Fen Yen, Franz Schilling
Faculty, Staff and Student Publications
Hyperpolarization techniques significantly enhance the sensitivity of magnetic resonance (MR) and thus present fascinating new directions for research and applications with in vivo MR imaging and spectroscopy (MRI/S). Hyperpolarized 13C MRI/S, in particular, enables real-time non-invasive assessment of metabolic processes and holds great promise for a diverse range of clinical applications spanning fields like oncology, neurology, and cardiology, with a potential for improving early diagnosis of disease, patient stratification, and therapy response assessment. Despite its potential, technical challenges remain for achieving clinical translation. This paper provides an overview of the discussions that took place at the international workshop "New Horizons …
Unveiling Gene Interactions In Alzheimer's Disease By Integrating Genetic And Epigenetic Data With A Network-Based Approach, Keith L Sanders, Astrid M Manuel, Andi Liu, Boyan Leng, Xiangning Chen, Zhongming Zhao
Unveiling Gene Interactions In Alzheimer's Disease By Integrating Genetic And Epigenetic Data With A Network-Based Approach, Keith L Sanders, Astrid M Manuel, Andi Liu, Boyan Leng, Xiangning Chen, Zhongming Zhao
Faculty, Staff and Student Publications
Alzheimer’s Disease (AD) is a complex disease and the leading cause of dementia in older people. We aimed to uncover aspects of AD’s pathogenesis that may contribute to drug repurposing efforts by integrating DNA methylation and genetic data. Implementing the network-based tool, a dense module search of genome-wide association studies (dmGWAS), we integrated a large-scale GWAS dataset with DNA methylation data to identify gene network modules associated with AD. Our analysis yielded 286 significant gene network modules. Notably, the foremost module included the BIN1 gene, showing the largest GWAS signal, and the GNAS gene, the most significantly hypermethylated. We conducted …
Digital Health Technologies For High-Risk Pregnancy Management: Three Case Studies Using Digilego Framework, Sahiti Myneni, Alexandra Zingg, Tavleen Singh, Angela Ross, Amy Franklin, Deevakar Rogith, Jerrie Refuerzo
Digital Health Technologies For High-Risk Pregnancy Management: Three Case Studies Using Digilego Framework, Sahiti Myneni, Alexandra Zingg, Tavleen Singh, Angela Ross, Amy Franklin, Deevakar Rogith, Jerrie Refuerzo
Faculty, Staff and Student Publications
OBJECTIVE: High-risk pregnancy (HRP) conditions such as gestational diabetes mellitus (GDM), hypertension (HTN), and peripartum depression (PPD) affect maternal and neonatal health. Patient engagement is critical for effective HRP management (HRPM). While digital technologies and analytics hold promise, emerging research indicates limited and suboptimal support offered by the highly prevalent pregnancy digital solutions within the commercial marketplace. In this article, we describe our efforts to develop a portfolio of digital products leveraging advances in social computing, data science, and digital health.
METHODS: We describe three studies that leverage core methods from
RESULTS: Scalable social computing models using deep learning classifiers …
Social And Behavior Factors Of Alzheimer's Disease And Related Dementias: A National Study In The Us, David Ciciora, Elizabeth Vásquez, Edward Valachovic, Lifang Hou, Yinan Zheng, Hua Xu, Xiaoqian Jiang, Kun Huang, Kelley Pettee Gabriel, Hong-Wen Deng, Mary P Gallant, Kai Zhang
Social And Behavior Factors Of Alzheimer's Disease And Related Dementias: A National Study In The Us, David Ciciora, Elizabeth Vásquez, Edward Valachovic, Lifang Hou, Yinan Zheng, Hua Xu, Xiaoqian Jiang, Kun Huang, Kelley Pettee Gabriel, Hong-Wen Deng, Mary P Gallant, Kai Zhang
Faculty, Staff and Student Publications
Introduction: Considerable research has linked many risk factors to Alzheimer's Disease and Related Dementias (ADRD). Without a clear etiology of ADRD, it is advantageous to rank the known risk factors by their importance and determine if disparities exist. Statistical-based ranking can provide insight into which risk factors should be further evaluated.
Methods: This observational, population-based study assessed 50 county-level measures and estimates related to ADRD in 3,155 counties in the U.S. using data from 2010 to 2021. Statistical analysis was performed in 2022-2023. The machine learning method, eXtreme Gradient Boosting, was utilized to rank the importance of these variables by …