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Articles 9961 - 9990 of 76847

Full-Text Articles in Medical Specialties

Atypical Presentation Of Non-Small Cell Lung Carcinoma With Metastasis To Breast Tissue, Tylar P. Seckman, Diane Krutzler-Berry, Mohamed Ashal, Waqas Mahmud, Krista L. Denning, Logan M. Lawrence Jan 2025

Atypical Presentation Of Non-Small Cell Lung Carcinoma With Metastasis To Breast Tissue, Tylar P. Seckman, Diane Krutzler-Berry, Mohamed Ashal, Waqas Mahmud, Krista L. Denning, Logan M. Lawrence

Marshall Journal of Medicine

Malignant neoplasms of the lung commonly metastasize to lymph nodes, bone, brain, and liver via hematogenous and lymphatic routes. Much less commonly, metastasis occurs in the breast. Secondary metastatic disease of the breast is very rare, with a reported incidence ranging from 0.4-1.3%­­—with primary lung cancer being one of the most anomalous sources. This case details non-small cell lung cancer metastasis to the breast with proven primary contralateral lung origination. This atypical finding prompts medical professionals to consider these malignant cells' immunologic, histologic, and pathologic makeup to understand further and treat the neoplasm.


Neurovascular Complications Of Acute Aortic Syndrome, Dean Zeldich, Matthew Bierowski, Leah Shabo, Sridhara Yaddanapudi, Gregary Marhefka Jan 2025

Neurovascular Complications Of Acute Aortic Syndrome, Dean Zeldich, Matthew Bierowski, Leah Shabo, Sridhara Yaddanapudi, Gregary Marhefka

Jefferson Hospital Staff Papers and Presentations

Acute aortic syndromes (AAS) such as aortic dissection, intramural hematoma, and penetrating aortic ulcer pose significant neurovascular risks, affecting patient outcomes. This review examines the incidence, clinical presentation, and outcomes of neurovascular complications in AAS patients. Common complications include stroke, spinal cord ischemia, and transient ischemic attacks, with stroke being the most prevalent. Managing aortic dissection necessitates careful blood pressure control to prevent dissection progression while avoiding compromised cerebral and spinal perfusion. Carotid involvement, particularly dissection, increases stroke and transient ischemic attack risks. Emergency surgical interventions, though essential to prevent rupture or repair dissection, carry risks of perioperative neurovascular complications. …


Crosstalk Between Nnos/No And Cox-2 Enhances Interferon-Gamma-Stimulated Melanoma Progression, Anika Patel, Shirley Tong, Moom R. Roosan, Basir Syed, Amardeep Awasthi, Richard B. Silverman, Sun Yang Jan 2025

Crosstalk Between Nnos/No And Cox-2 Enhances Interferon-Gamma-Stimulated Melanoma Progression, Anika Patel, Shirley Tong, Moom R. Roosan, Basir Syed, Amardeep Awasthi, Richard B. Silverman, Sun Yang

Pharmacy Faculty Articles and Research

Background/Objectives: Interferon gamma (IFN-γ) in the melanoma tumor microenvironment plays opposing roles, orchestrating both pro-tumorigenic activity and anticancer immune responses. Our previous studies demonstrated the role of neuronal nitric oxide synthase (nNOS) in IFN-γ-stimulated melanoma progression. However, the underlying mechanism has not been well defined. This study determined whether the nNOS/NO and COX-2/PGE2 signaling pathways crosstalk and augment the pro-tumorigenic effects of IFN-γ in melanoma. Methods: Bioinformatic analysis of patient and cellular proteomic data was conducted to identify proteins of interest associated with IFN-γ treatment in melanoma. Changes in protein expression were determined using various analytical techniques including …


Accelerated Symptom Improvement In Parkinson’S Disease Via Remote Internet-Based Optimization Of Deep Brain Stimulation Therapy: A Randomized Controlled Multicenter Trial, Alireza Gharabaghi, Sergiu Groppa, Marta Navas-Garcia, Alfons Schnitzler, Laura Muñoz-Delgado, Vicky L. Marshall, Jessica Karl, Lin Zhang, Ramiro Alvarez, Mary S. Feldman, Michael J. Soileau, Lan Luo, S. Elizabeth Zauber, Benjamin L. Walter, Chengyuan Wu, Hong Lei, Damian M. Herz, Ming-Hua Chung, Yagna Pathak, Bram Blomme, Binith Cheeran, Corneliu Luca, Daniel Weiss Jan 2025

Accelerated Symptom Improvement In Parkinson’S Disease Via Remote Internet-Based Optimization Of Deep Brain Stimulation Therapy: A Randomized Controlled Multicenter Trial, Alireza Gharabaghi, Sergiu Groppa, Marta Navas-Garcia, Alfons Schnitzler, Laura Muñoz-Delgado, Vicky L. Marshall, Jessica Karl, Lin Zhang, Ramiro Alvarez, Mary S. Feldman, Michael J. Soileau, Lan Luo, S. Elizabeth Zauber, Benjamin L. Walter, Chengyuan Wu, Hong Lei, Damian M. Herz, Ming-Hua Chung, Yagna Pathak, Bram Blomme, Binith Cheeran, Corneliu Luca, Daniel Weiss

Department of Neurosurgery Faculty Papers

BACKGROUND: Deep brain stimulation (DBS) has emerged as an important therapeutic intervention for neurological and neuropsychiatric disorders. After initial programming, clinicians are tasked with fine-tuning DBS parameters through repeated in-person clinic visits. We aimed to evaluate whether DBS patients achieve clinical benefit more rapidly by incorporating remote internet-based adjustment (RIBA) of stimulation parameters into the continuum of care.

METHODS: We conducted a randomized controlled multicenter study (ClinicalTrails.gov NCT05269862) involving patients scheduled for de novo implantation with a DBS System to treat Parkinson's Disease. Eligibility criteria included the ability to incorporate RIBA as part of routine follow-up care. Ninety-six patients were …


Wearable Penile Devices: The Techring, Gal Saffati, Daniela Orozco Rendon, Riley Daily, Mohit Khera, John P Mulhall Jan 2025

Wearable Penile Devices: The Techring, Gal Saffati, Daniela Orozco Rendon, Riley Daily, Mohit Khera, John P Mulhall

Faculty, Staff and Students Publications

The integration of wearable technology into healthcare has transformed patient monitoring, particularly in urology. Wearable penile devices (WPDs), such as the FirmTech TechRing, offer real-time data on erectile function, providing critical insights into nocturnal penile tumescence (NPT) patterns that can indicate underlying health issues. This piece highlights the potential of the FirmTech TechRing, a WPD, to advance erectile function monitoring by providing real-time data on NPT and intra-coital activity. It explores its promise in detecting early dysfunction, assessing cardiovascular risk, and enhancing proactive health management. By measuring parameters like firmness, girth expansion, and the frequency of erections, the TechRing enables …


Pfkfb3 Connects Glycolytic Metabolism With Endothelial Dysfunction In Human And Rodent Obesity, Robert K Batori, Zsuzsanna Bordan, Caleb A Padgett, Yuqing Huo, Feng Chen, Reem T Atawia, Rudolf Lucas, Masuko Ushio-Fukai, Tohru Fukai, Eric J Belin De Chantemele, David W Stepp, David J R Fulton Jan 2025

Pfkfb3 Connects Glycolytic Metabolism With Endothelial Dysfunction In Human And Rodent Obesity, Robert K Batori, Zsuzsanna Bordan, Caleb A Padgett, Yuqing Huo, Feng Chen, Reem T Atawia, Rudolf Lucas, Masuko Ushio-Fukai, Tohru Fukai, Eric J Belin De Chantemele, David W Stepp, David J R Fulton

Faculty, Staff and Students Publications

Obesity and type 2 diabetes (T2D) increase cardiovascular risk, largely due to altered metabolic state. An early consequence of T2D/obesity is the loss of endothelial function and impaired nitric oxide (NO) signaling. In blood vessels, endothelial nitric oxide synthase (eNOS) synthesizes NO to maintain vessel homeostasis. The biological actions of NO are compromised by superoxide that is generated by NADPH oxidases (NOXs). Herein we investigated how altered metabolism affects superoxide/NO balance in obesity. We found that eNOS expression and NO bioavailability are significantly decreased in endothelial cells (ECs) from T2D patients and animal models of obesity. In parallel, PFKFB3, a …


Recanalization Outcomes And Procedural Complications In Patients With Acute Ischemic Stroke And Covid-19 Receiving Endovascular Treatment, João Pedro Marto, Davide Strambo, George Ntaios, Thanh N. Nguyen, Pawel Wrona, Simon Escalard, Simona Marcheselli, Ossama Yassin Mansour, Blanca Fuentes, Malgorzata Dorobek, Marta Nowakowska-Kotas, Elena Oana Terecoasa, Jonathan M. Coutinho, Mariana Carvalho-Dias, Patricia Calleja, João Sargento-Freitas, Ana Paiva-Nunes, Martin Šrámek, Priyank Khandelwal, Torcato Meira, Mohamad Abdalkader, Pascal Jabbour, Martin Kovář, Oscar Ayo-Martin, Patrik Michel, Roman Herzig, Anna Członkowksa, Jelle Demeestere, Raul G. Nogueira, Alexander Salerno, Susanne Wegener, Philipp Baumgartner, Carlo W. Cereda, Giovanni Bianco, Morin Beyeler, Marcel Arnold, Emmanuel Carrera, Paolo Machi, Valerian Altersberger, Leo Bonati, Henrik Gensicke, Manuel Bolognese, Nils Peters, Stephan Wetzel, Marta Magriço, João Nuno Ramos, Rita Machado, Carolina Maia, Egídio Machado, Patrícia Ferreira, Teresa Pinho-E-Melo, André Paula, Manuel Alberto Correia, Pedro Castro, Elsa Azevedo, Luís Albuquerque, José Nuno-Alves, Joana Ferreira-Pinto, Liliana Pereira, Miguel Rodrigues, André Araújo, Marta Rodrigues, Mariana Rocha, Ângelo Pereira-Fonseca, Luís Ribeiro, Ricardo Varela, Sofia Malheiro, Manuel Cappellari, Cecilia Zivelonghi, Giulia Sajeva, Andrea Zini, Mauro Gentile, Stefano Forlivesi, Ludovica Migliaccio, Maria Sessa, Sara La Gioia, Alessandro Pezzini, Davide Sangalli, Marialuisa Zedde, Rosario Pascarella, Carlo Ferrarese, Simone Beretta, Susanna Diamanti, Ghil Schwarz, Giovanni Frisullo, Pierre Seners, Candice Sabben, Michel Piotin, Benjamin Maier, Guillaume Charbonnier, Fabrice Vuillier, Loic Legris, Pauline Cuisenier, Francesca R. Vodret, Gaultier Marnat, Jean-Sebastien Liegey, Igor Sibon, Fabian Flottmann, Gabriel Broocks, Nils-Ole Gloyer, Ferdinand O. Bohmann, Jan Hendrik Schaefer, Christian H. Nolte, Heinrich Audebert, Eberhard Siebert, Marek Sykora, Wilfried Lang, Julia Ferrari, Lukas Mayer-Suess, Michael Knoflach, Elke-Ruth Gizewski, Jeffrey Stolp, Lotte J. Stolze, Paul J. Nederkoorn, Ido Van-Den-Wijngaard, Joke De Meris, Robin Lemmen, Sylvie De Raedt, Fenne Vandervorst, Matthieu Pierre Rutgers, Antoine Guilmot, Anne Dusart, Flavio Bellante, Fernando Ostos, Guillermo Gonzalez-Ortega, Paloma Martín-Jiménez, Sebastian García-Madrona, Antonio Cruz-Culebras, Rocio Vera, Maria-Consuelo Matute, María Alonso-De-Leciñana, Ricardo Rigual, Exuperio Díez-Tejedor, Soledad Pérez-Sánchez, Joan Montaner, Fernando Díaz-Otero, Natalia Perez-De-La-Ossa, Belén Flores-Pina, Lucia Muñoz-Narbona, Angel Chamorro, Alejandro Rodríguez-Vázquez, Arturo Renú, Francisco Hernandez-Fernandez, Tomas Segura, Herbert Tejada-Meza, Daniel Sagarra-Mur, Marta Serrano-Ponz, Thant Hlaing, Isaiah See, Robert Simister, David J. Werring, Espen Saxhaug Kristoffersen, Annika Nordanstig, Katarina Jood, Alexandros Rentzos, Libor Šimu Ne, Dagmar Krajíčková, Antonín Krajina, Robert Mikulík, Martina Cviková, Jan Vinklárek, David Školoudík, Martin Roubec, Eva Hurtikova, Rostislav Hrubý, Svatopluk Ostry, Ondrej Skoda, Marek Pernicka, Lubomír Kočí, Zuzana Eichlová, Martin Jíra, Michal Panský, Pavel Mencl, Hana Paloušková, Aleš Tomek, Petr Janský, Anna Olšerová, Roman Havlíček, Petr Malý, Lukáš Trakal, Jan Fiksa, Matěj Slovák, Michał Karlińsk, Maciej Nowak, Halina Sienkiewicz-Jarosz, Anna Bochynska, Tomasz Homa, Katarzyna Sawczynska, Agnieszka Slowik, Ewa Wlodarczyk, Marcin Wiącek, Izabella Tomaszewska-Lampart, Bartosz Sieczkowski, Halina Bartosik-Psujek, Marta Bilik, Anna Bandzarewicz, Justyna Zielińska-Turek, Krystian Obara, Paweł Urbanowski, Sławomir Budrewicz, Maciej Guziński, Milena Świtońska, Iwona Rutkowska, Paulina Sobieszak-Skura, Beata Łabuz-Roszak, Aleksander Dębiec, Jacek Staszewski, Adam Stępień, Jacek Zwiernik, Grzegorz Wasilewski, Cristina Tiu, Razvan-Alexandru Radu, Anca Negrila, Bogdan Dorobat, Cristina Panea, Vlad Tiu, Simona Petrescu, Atilla Özcan-Özdemir, Mostafa Mahmoud, Hussam El-Samahy, Hazem Abdelkhalek, Jasem Al-Hashel, Ismail Ibrahim Ismail, Athari Salmeen, Abdoreza Ghoreishi, Sergiu Sabetay, Hana Gross, Piers Klein, Kareem El Naamani, Stavropoula Tjoumakaris, Rawad Abbas, Ghada-A Mohamed, Alex Chebl, Jiangyong Min, Majesta Hovingh, Jenney-P Tsai, Muhib-A Khan, Krishna Nalleballe, Sanjeeva Onteddu, Hesham-E Masoud, Mina Michael, Navreet Kaur, Laith Maali, Michael Abraham, Ivo Bach, Melody Ong, Denis Babici, Ayaz-M Khawaja, Maryam Hakemi, Kumar Rajamani, Vanessa Cano-Nigenda, Antonio Arauz, Pablo Amaya, Natalia Llanos, Akemi Arango, Miguel A. Vences, José-Domingo Barrientos, Rayllene Caetano, Rodrigo Targa, Sergio Scollo, Patrick Yalung, Shashank Nagendra, Abhijit Gaikwad, Kwon-Duk Seo Jan 2025

Recanalization Outcomes And Procedural Complications In Patients With Acute Ischemic Stroke And Covid-19 Receiving Endovascular Treatment, João Pedro Marto, Davide Strambo, George Ntaios, Thanh N. Nguyen, Pawel Wrona, Simon Escalard, Simona Marcheselli, Ossama Yassin Mansour, Blanca Fuentes, Malgorzata Dorobek, Marta Nowakowska-Kotas, Elena Oana Terecoasa, Jonathan M. Coutinho, Mariana Carvalho-Dias, Patricia Calleja, João Sargento-Freitas, Ana Paiva-Nunes, Martin Šrámek, Priyank Khandelwal, Torcato Meira, Mohamad Abdalkader, Pascal Jabbour, Martin Kovář, Oscar Ayo-Martin, Patrik Michel, Roman Herzig, Anna Członkowksa, Jelle Demeestere, Raul G. Nogueira, Alexander Salerno, Susanne Wegener, Philipp Baumgartner, Carlo W. Cereda, Giovanni Bianco, Morin Beyeler, Marcel Arnold, Emmanuel Carrera, Paolo Machi, Valerian Altersberger, Leo Bonati, Henrik Gensicke, Manuel Bolognese, Nils Peters, Stephan Wetzel, Marta Magriço, João Nuno Ramos, Rita Machado, Carolina Maia, Egídio Machado, Patrícia Ferreira, Teresa Pinho-E-Melo, André Paula, Manuel Alberto Correia, Pedro Castro, Elsa Azevedo, Luís Albuquerque, José Nuno-Alves, Joana Ferreira-Pinto, Liliana Pereira, Miguel Rodrigues, André Araújo, Marta Rodrigues, Mariana Rocha, Ângelo Pereira-Fonseca, Luís Ribeiro, Ricardo Varela, Sofia Malheiro, Manuel Cappellari, Cecilia Zivelonghi, Giulia Sajeva, Andrea Zini, Mauro Gentile, Stefano Forlivesi, Ludovica Migliaccio, Maria Sessa, Sara La Gioia, Alessandro Pezzini, Davide Sangalli, Marialuisa Zedde, Rosario Pascarella, Carlo Ferrarese, Simone Beretta, Susanna Diamanti, Ghil Schwarz, Giovanni Frisullo, Pierre Seners, Candice Sabben, Michel Piotin, Benjamin Maier, Guillaume Charbonnier, Fabrice Vuillier, Loic Legris, Pauline Cuisenier, Francesca R. Vodret, Gaultier Marnat, Jean-Sebastien Liegey, Igor Sibon, Fabian Flottmann, Gabriel Broocks, Nils-Ole Gloyer, Ferdinand O. Bohmann, Jan Hendrik Schaefer, Christian H. Nolte, Heinrich Audebert, Eberhard Siebert, Marek Sykora, Wilfried Lang, Julia Ferrari, Lukas Mayer-Suess, Michael Knoflach, Elke-Ruth Gizewski, Jeffrey Stolp, Lotte J. Stolze, Paul J. Nederkoorn, Ido Van-Den-Wijngaard, Joke De Meris, Robin Lemmen, Sylvie De Raedt, Fenne Vandervorst, Matthieu Pierre Rutgers, Antoine Guilmot, Anne Dusart, Flavio Bellante, Fernando Ostos, Guillermo Gonzalez-Ortega, Paloma Martín-Jiménez, Sebastian García-Madrona, Antonio Cruz-Culebras, Rocio Vera, Maria-Consuelo Matute, María Alonso-De-Leciñana, Ricardo Rigual, Exuperio Díez-Tejedor, Soledad Pérez-Sánchez, Joan Montaner, Fernando Díaz-Otero, Natalia Perez-De-La-Ossa, Belén Flores-Pina, Lucia Muñoz-Narbona, Angel Chamorro, Alejandro Rodríguez-Vázquez, Arturo Renú, Francisco Hernandez-Fernandez, Tomas Segura, Herbert Tejada-Meza, Daniel Sagarra-Mur, Marta Serrano-Ponz, Thant Hlaing, Isaiah See, Robert Simister, David J. Werring, Espen Saxhaug Kristoffersen, Annika Nordanstig, Katarina Jood, Alexandros Rentzos, Libor Šimu Ne, Dagmar Krajíčková, Antonín Krajina, Robert Mikulík, Martina Cviková, Jan Vinklárek, David Školoudík, Martin Roubec, Eva Hurtikova, Rostislav Hrubý, Svatopluk Ostry, Ondrej Skoda, Marek Pernicka, Lubomír Kočí, Zuzana Eichlová, Martin Jíra, Michal Panský, Pavel Mencl, Hana Paloušková, Aleš Tomek, Petr Janský, Anna Olšerová, Roman Havlíček, Petr Malý, Lukáš Trakal, Jan Fiksa, Matěj Slovák, Michał Karlińsk, Maciej Nowak, Halina Sienkiewicz-Jarosz, Anna Bochynska, Tomasz Homa, Katarzyna Sawczynska, Agnieszka Slowik, Ewa Wlodarczyk, Marcin Wiącek, Izabella Tomaszewska-Lampart, Bartosz Sieczkowski, Halina Bartosik-Psujek, Marta Bilik, Anna Bandzarewicz, Justyna Zielińska-Turek, Krystian Obara, Paweł Urbanowski, Sławomir Budrewicz, Maciej Guziński, Milena Świtońska, Iwona Rutkowska, Paulina Sobieszak-Skura, Beata Łabuz-Roszak, Aleksander Dębiec, Jacek Staszewski, Adam Stępień, Jacek Zwiernik, Grzegorz Wasilewski, Cristina Tiu, Razvan-Alexandru Radu, Anca Negrila, Bogdan Dorobat, Cristina Panea, Vlad Tiu, Simona Petrescu, Atilla Özcan-Özdemir, Mostafa Mahmoud, Hussam El-Samahy, Hazem Abdelkhalek, Jasem Al-Hashel, Ismail Ibrahim Ismail, Athari Salmeen, Abdoreza Ghoreishi, Sergiu Sabetay, Hana Gross, Piers Klein, Kareem El Naamani, Stavropoula Tjoumakaris, Rawad Abbas, Ghada-A Mohamed, Alex Chebl, Jiangyong Min, Majesta Hovingh, Jenney-P Tsai, Muhib-A Khan, Krishna Nalleballe, Sanjeeva Onteddu, Hesham-E Masoud, Mina Michael, Navreet Kaur, Laith Maali, Michael Abraham, Ivo Bach, Melody Ong, Denis Babici, Ayaz-M Khawaja, Maryam Hakemi, Kumar Rajamani, Vanessa Cano-Nigenda, Antonio Arauz, Pablo Amaya, Natalia Llanos, Akemi Arango, Miguel A. Vences, José-Domingo Barrientos, Rayllene Caetano, Rodrigo Targa, Sergio Scollo, Patrick Yalung, Shashank Nagendra, Abhijit Gaikwad, Kwon-Duk Seo

Department of Neurosurgery Faculty Papers

No abstract provided.


A Guide To Diagnosis And Management Of Hypertrichosis, Rahib K. Islam, Victoria T. Tong, Shari R. Lipner Jan 2025

A Guide To Diagnosis And Management Of Hypertrichosis, Rahib K. Islam, Victoria T. Tong, Shari R. Lipner

School of Medicine Faculty Publications

Hypertrichosis is a phenotype characterized by excessive hair growth in areas not typically prone to dense hair coverage. It may be congenital or acquired, and has significant clinical and psychosocial implications, often leading to psychological distress and social stigmatization. Diagnostic approaches emphasize the importance of thorough clinical evaluation and differentiation from hirsutism. Treatment options include topical and systemic treatments, as well as mechanical methods and laser therapies. Special considerations are given to pediatric patients regarding the psychosocial aspects of the phenotype. This review aims to provide physicians and researchers with a thorough understanding of hypertrichosis to facilitate better diagnosis, treatment, …


Molecular Modification Of Queen Bee Acid And 10-Hydroxydecanoic Acid With Specific Tripeptides: Rational Design, Organic Synthesis, And Assessment For Prohealing And Antimicrobial Hydrogel Properties, Song Hong, Sachin B. Baravkar, Yan Lu, Abdul Razak Masoud, Qi Zhao, Weilie Zhou Jan 2025

Molecular Modification Of Queen Bee Acid And 10-Hydroxydecanoic Acid With Specific Tripeptides: Rational Design, Organic Synthesis, And Assessment For Prohealing And Antimicrobial Hydrogel Properties, Song Hong, Sachin B. Baravkar, Yan Lu, Abdul Razak Masoud, Qi Zhao, Weilie Zhou

School of Medicine Faculty Publications

Royal jelly and medical grade honey are traditionally used in treating wounds and infections, although their effectiveness is often variable and insufficient. To overcome their limitations, we created novel amphiphiles by modifying the main reparative and antimicrobial components, queen bee acid (hda) and 10-hydroxyl-decanoic acid (hdaa), through peptide bonding with specific tripeptides. Our molecular design incorporated amphiphile targets as being biocompatible in wound healing, biodegradable, non-toxic, hydrogelable, prohealing, and antimicrobial. The amphiphilic molecules were designed in a hda(hdaa)-aa1-aa2-aa3 structural model with rational selection criteria for each moiety, prepared via Rink/Fmoc-tBu-based solid-phase peptide synthesis, and structurally verified by NMR and LC–MS/MS. …


Enhancing Immunotherapy Efficacy With Synergistic Low-Dose Radiation In Metastatic Melanoma: Current Insights And Prospects, Zahid Rafiq, Mingyo Kang, Hampartsoum B Barsoumian, Gohar S Manzar, Yun Hu, Carola Leuschner, Ailing Huang, Fatemeh Masrorpour, Weiqin Lu, Nahum Puebla-Osorio, James W Welsh Jan 2025

Enhancing Immunotherapy Efficacy With Synergistic Low-Dose Radiation In Metastatic Melanoma: Current Insights And Prospects, Zahid Rafiq, Mingyo Kang, Hampartsoum B Barsoumian, Gohar S Manzar, Yun Hu, Carola Leuschner, Ailing Huang, Fatemeh Masrorpour, Weiqin Lu, Nahum Puebla-Osorio, James W Welsh

Faculty, Staff and Student Publications

Recent advances in oncology research have highlighted the promising synergy between low-dose radiation therapy (LDRT) and immunotherapies, with growing evidence highlighting the unique benefits of the combination. LDRT has emerged as a potent tool for stimulating the immune system, triggering systemic antitumor effects by remodeling the tumor microenvironment. Notably, LDRT demonstrates remarkable efficacy even in challenging metastatic sites such as the liver (uveal) and brain (cutaneous), particularly in advanced melanoma stages. The increasing interest in utilizing LDRT for secondary metastatic sites of uveal, mucosal, or cutaneous melanomas underscores its potential efficacy in combination with various immunotherapies. This comprehensive review traverses …


Hypoxia Signaling In The Adipose Tissue, Phu M Huynh, Fenfen Wang, Yu A An Jan 2025

Hypoxia Signaling In The Adipose Tissue, Phu M Huynh, Fenfen Wang, Yu A An

Faculty, Staff and Student Publications

Obesity per se is rapidly emerging all over the planet and further accounts for many other life-threatening conditions, such as diabetes, cardiovascular diseases, and cancers. Decreased oxygen supply or increased relative oxygen consumption in the adipose tissue results in adipose tissue hypoxia, which is a hallmark of obesity. This review aims to provide an up-to-date overview of the hypoxia signaling in the adipose tissue. First, we summarize literature evidence to demonstrate that hypoxia is regularly observed during adipose tissue remodeling in humans and rodent models with obesity. Next, we discuss how hypoxia-inducible factors (HIFs) are regulated and how adipose tissues …


Establishing A Student-Run Mobile Clinic In Appalachian Kentucky: A Community-Based Pilot Program To Address Health Inequities, Bradley A. Firchow, John C. Cornelius Jan 2025

Establishing A Student-Run Mobile Clinic In Appalachian Kentucky: A Community-Based Pilot Program To Address Health Inequities, Bradley A. Firchow, John C. Cornelius

Journal of Appalachian Health

The establishment of a student-run mobile clinic in Morehead, Kentucky, led by students from the University of Kentucky College of Medicine’s (UKCOM) Rural Physician Leadership Program (RPLP), aims to address health inequities in rural Appalachian communities. This pilot program is designed to serve vulnerable populations, including the unhoused, by delivering free, accessible healthcare services directly to underserved populations. This program serves as a model for expanding access to healthcare in rural regions while promoting a collaborative, community-based approach to addressing social determinants of health.


Current Attitudes And Barriers Among Appalachian Patients Towards Orthopaedic Surgery, Dylan Smith Md, Justin B. West Ms, Wade Smith Md, Micah Macaskill Md, Jonathan Lash, Matthew W. Bullock Do, Mpt Jan 2025

Current Attitudes And Barriers Among Appalachian Patients Towards Orthopaedic Surgery, Dylan Smith Md, Justin B. West Ms, Wade Smith Md, Micah Macaskill Md, Jonathan Lash, Matthew W. Bullock Do, Mpt

Journal of Appalachian Health

Introduction: This study explores the challenges faced by residents of rural West Virginia in accessing orthopaedic care due to geographic and socioeconomic barriers.

Purpose: This study seeks to survey rural West Virginia residents about their attitudes and experiences regarding access to orthopaedic care in southern West Virginia.

Methods: A total of 132 electronic surveys were collected from rural West Virginia residents during an appointment with their primary care provider located at an affiliated outreach clinic. The survey was designed to investigate various factors influencing their access to orthopaedic care.

Results: Delays in seeking orthpaedic care are common in rural West …


Clinical Characteristics Of Patients With Copd And Comorbid Depression And Anxiety: Data From A National Multicenter Cohort Study, Jing Gennie Wang, Sonali Bose, Janet T Holbrook, Lin Nan, Michelle N Eakin, Abebaw M Yohannes, Robert A Wise, Nicola A Hanania Jan 2025

Clinical Characteristics Of Patients With Copd And Comorbid Depression And Anxiety: Data From A National Multicenter Cohort Study, Jing Gennie Wang, Sonali Bose, Janet T Holbrook, Lin Nan, Michelle N Eakin, Abebaw M Yohannes, Robert A Wise, Nicola A Hanania

Faculty, Staff and Students Publications

Background: Most studies on mental health among individuals with chronic obstructive pulmonary disease (COPD) utilize screening questionnaires, which detect psychiatric symptoms, but cannot be used to diagnose depression/anxiety disorders. We utilized the Mini-International Neuropsychiatric Interview (MINI) to identify depression/anxiety disorders meeting the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition diagnostic criteria and described associated disease burden in people with COPD.

Methods: This is a cross-sectional, secondary analysis of a multicenter study designed to evaluate anxiety questionnaires in COPD patients. Research coordinators administered both the MINI and screening questionnaires to determine participants who met diagnostic criteria for depression/anxiety …


Genetic Ancestry Concordant Rna Splicing In Prostate Cancer Involves Oncogenic Genes And Associates With Recurrence, Muthana Al Abo, Wen-Chi Foo, Lauren Howard, Shannon Mcgue, Bonnie Lacroix, Julie Kephart, Angela Clayton, Blair Thornburg, Monika Anand, Michael Rothberg, Shannon Mccall, Jiaoti Huang, Thomas Esther, Judd Moul, Michael Ferrandino, Thomas Polascik, Cary Robertson, Brant Inman, Andrew Armstrong, Yuan Wu, Terry Hyslop, Daniel George, Steven Patierno, Jennifer Freedman Jan 2025

Genetic Ancestry Concordant Rna Splicing In Prostate Cancer Involves Oncogenic Genes And Associates With Recurrence, Muthana Al Abo, Wen-Chi Foo, Lauren Howard, Shannon Mcgue, Bonnie Lacroix, Julie Kephart, Angela Clayton, Blair Thornburg, Monika Anand, Michael Rothberg, Shannon Mccall, Jiaoti Huang, Thomas Esther, Judd Moul, Michael Ferrandino, Thomas Polascik, Cary Robertson, Brant Inman, Andrew Armstrong, Yuan Wu, Terry Hyslop, Daniel George, Steven Patierno, Jennifer Freedman

Department of Pharmacology, Physiology, and Cancer Biology Faculty Papers

Black men suffer disproportionately from prostate cancer (PCa) compared to men of other races and ethnicities. Comparing the molecular landscape of PCa among Black and White patients has the potential to identify targets for development of new precision medicine interventions. Herein, we conducted transcriptomic analysis of prostate tumors and paired tumor-adjacent normals from self-reported Black and White PCa patients and estimated patient genetic ancestry. Clinical follow-up revealed increased biochemical recurrence (BCR) among Black patients compared to White patients with high-grade PCa. Transcriptomic analysis identified differential alternative RNA splicing events (ARSs) between Black and White PCa patients. Genes undergoing genetic ancestry-concordant …


Recent Advances In Cardiac Resynchronization Therapy: Current Treatment And Future Direction, Arasalan Siddiqui, Vasiliki Tasouli-Drakou, Marc Ringor, Micael V. Dicaro, Brianna Yee, Kachon Lei, Tahir Tak Jan 2025

Recent Advances In Cardiac Resynchronization Therapy: Current Treatment And Future Direction, Arasalan Siddiqui, Vasiliki Tasouli-Drakou, Marc Ringor, Micael V. Dicaro, Brianna Yee, Kachon Lei, Tahir Tak

Department of Internal Medicine Faculty Research

Cardiac Resynchronization Therapy (CRT) has been established as a major component of heart failure management, resulting in a significant reduction in patient morbidity and death for patients with increased QRS duration, low left ventricular ejection fraction (LVEF), and high risk of arrhythmias. The ability to synchronize both ventricles, lower heart failure hospitalizations, and optimize clinical outcomes are some of the attractive characteristics of biventricular pacing, or CRT. However, the high rate of CRT non-responders has led to the development of new modalities including leadless CRT pacemakers (CRT-P) and devices focused on conduction system pacing (CSP). This comprehensive review aims to …


Mental Health And Wellness Among Plastic Surgeons During Oral Board Certification Examination Preparation., Hannah J. Bergman, Charles C. Jehle, Ibrahim Khansa Jan 2025

Mental Health And Wellness Among Plastic Surgeons During Oral Board Certification Examination Preparation., Hannah J. Bergman, Charles C. Jehle, Ibrahim Khansa

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: The field of plastic and reconstructive surgery has recently made a dramatic shift toward attention to mental health, with residency curricula expanding to include training on burnout prevention and the promotion of well-being. After graduation, however, new surgeons face a difficult year of preparation for the oral board certification examination. This group of young surgeons remains largely unstudied and undersupported throughout what may be the most challenging period of their educational journey.

METHODS: In spring of 2024, an electronic survey was sent to members of the American Society of Plastic Surgeons who had completed their oral board examination within …


Ligand Distances As Key Predictors Of Pathogenicity And Function In Nmda Receptors, Ludovica Montanucci, Tobias Brünger, Nisha Bhattarai, Christian M Boßelmann, Sukhan Kim, James P Allen, Jing Zhang, Chiara Klöckner, Ilona Krey, Piero Fariselli, Patrick May, Johannes R Lemke, Scott J Myers, Hongjie Yuan, Stephen F Traynelis, Dennis Lal Jan 2025

Ligand Distances As Key Predictors Of Pathogenicity And Function In Nmda Receptors, Ludovica Montanucci, Tobias Brünger, Nisha Bhattarai, Christian M Boßelmann, Sukhan Kim, James P Allen, Jing Zhang, Chiara Klöckner, Ilona Krey, Piero Fariselli, Patrick May, Johannes R Lemke, Scott J Myers, Hongjie Yuan, Stephen F Traynelis, Dennis Lal

Faculty, Staff and Student Publications

Genetic variants in the genes GRIN1, GRIN2A, GRIN2B, and GRIN2D, which encode subunits of the N-methyl-D-aspartate receptor (NMDAR), have been associated with severe and heterogeneous neurologic and neurodevelopmental disorders, including early onset epilepsy, developmental and epileptic encephalopathy, intellectual disability, and autism spectrum disorders. Missense variants in these genes can result in gain or loss of the NMDAR function, requiring opposite therapeutic treatments. Computational methods that predict pathogenicity and molecular functional effects of missense variants are therefore crucial for therapeutic applications. We assembled 223 missense variants from patients, 631 control variants from the general population, and 160 missense variants characterized by …


Diverse Roles Of Antibodies In Antibody-Drug Conjugates, Aiko Yamaguchi, H Charles Manning Jan 2025

Diverse Roles Of Antibodies In Antibody-Drug Conjugates, Aiko Yamaguchi, H Charles Manning

Faculty, Staff and Student Publications

The emergence of antibody-drug conjugates (ADCs) has transformed the treatment landscape of a variety of cancers. ADCs typically consist of three main components: monoclonal antibody, chemical linker, and cytotoxic payload. These integrated therapeutic modalities harness the benefits of each component to provide a therapeutic response that cannot be achieved by conventional chemotherapy. Antibodies play roles in determining tumor specificity through target-mediated uptake, prolonging the circulation half-life of cytotoxic payloads, and providing additional mechanisms of action inherent to the original antibody, thus significantly contributing to the overall performance of ADCs. However, ADCs have unique safety concerns, such as drug-induced adverse events …


Exploration Of Running In Minimal And Conventional Footwear On Tibial Stress Fracture Probability In Habitual And Non-Habitual Minimal Users, Jonathan K. Sinclair, Paul J. Taylor Jan 2025

Exploration Of Running In Minimal And Conventional Footwear On Tibial Stress Fracture Probability In Habitual And Non-Habitual Minimal Users, Jonathan K. Sinclair, Paul J. Taylor

Baltic Journal of Health and Physical Activity

This research sought to investigate the impact of minimal and conventional footwear on the likelihood of tibial stress fractures among individuals who habitually and do not habitually use minimal footwear. Ten males who habitually ran in minimal footwear and ten males who habitually ran in conventional footwear, took part in this investigation. Kinematic information during overground running were gathered using an eight-camera motion-capture system, and ground reaction forces were recorded using a force plate. Tibial strains were assessed through finite element modelling, while the likelihood of stress fractures was determined through probabilistic modelling across a 100-day running period. Medial tibial …


Implementation Of Endometriosis Toolkit: A Quality Improvement Project To Enhance Nurse Practitioners’ Knowledge And Management, Hasbun Rachel Jan 2025

Implementation Of Endometriosis Toolkit: A Quality Improvement Project To Enhance Nurse Practitioners’ Knowledge And Management, Hasbun Rachel

DNP Qualifying Manuscripts

Abstract

Background: Endometriosis, characterized by the ectopic growth of endometrial-like tissue, affects approximately 11% of reproductive-aged women in the United States. Diagnosing endometriosis is challenging due to its diverse clinical presentations, reliance on laparoscopic procedures, absence of biomarkers, and limited awareness among healthcare providers and patients.

Local Problem: The diagnostic complexity of endometriosis, compounded by reduced provider awareness and a lack of comprehensive resources, leads to delayed and suboptimal care for affected women.

Methods: This Doctor of Nursing Practice quality improvement project aimed to enhance nurse practitioners’ (NPs) knowledge and management of endometriosis through a 1-hour educational session at the …


Sex-Specific Astrocyte Regulation Of Spinal Motor Circuits By Nkx61, Navish A Bosquez Huerta, Zhung-Fu Lee, Eun-Ah Christine Song, Junsung Woo, Yi-Ting Cheng, Debosmita Sardar, Ozlem Sert, Ehson Maleki, Kwanha Yu, Ekin Su Akdemir, Kaitlyn Sanchez, Juyeon Jo, Matthew N Rasband, Hyun Kyoung Lee, Akdes Serin Harmanci, Benjamin Deneen Jan 2025

Sex-Specific Astrocyte Regulation Of Spinal Motor Circuits By Nkx61, Navish A Bosquez Huerta, Zhung-Fu Lee, Eun-Ah Christine Song, Junsung Woo, Yi-Ting Cheng, Debosmita Sardar, Ozlem Sert, Ehson Maleki, Kwanha Yu, Ekin Su Akdemir, Kaitlyn Sanchez, Juyeon Jo, Matthew N Rasband, Hyun Kyoung Lee, Akdes Serin Harmanci, Benjamin Deneen

Faculty, Staff and Students Publications

Astrocytes exhibit diverse cellular and molecular properties across the central nervous system (CNS). Recent studies identified region-specific transcription factors (TF) that oversee these diverse properties; how sex differences intersect with region-specific transcriptional programs to regulate astrocyte function is unknown. Here, we show that the TF Nkx6.1 is specifically expressed in ventral astrocytes of the spinal cord and that its deletion results in sex-specific effects on astrocyte morphology. Astrocytes from males exhibit enhanced morphological complexity, accompanied by increased motor function and cholinergic synapses. In contrast, female astrocytes exhibit reduced complexity and no changes in motor function. Mechanistically, we found that Nkx6.1 …


Performance And Safety Of The Extravascular Implantable Cardioverter Defibrillator Through Long-Term Follow-Up: Final Results From The Pivotal Study., Paul Friedman, Francis Murgatroyd, Lucas V A Boersma, Jaimie Manlucu, Bradley P Knight, Nicolas Clémenty, Christophe Leclercq, Anish Amin, Béla Merkely, Ulrika Maria Birgersdotter-Green, Joseph Yat Sun Chan, Mauro Biffi, Reinoud Elwin Knops, Gregory Engel, Ignacio Muñoz Carvajal, Laurence M Epstein, Venkata Sagi, Jens Brock Johansen, Maciej Sterliński, Clemens Steinwender, Troy Hounshell, Richard Abben, Amy E Thompson, Yan Zhang, Christopher Wiggenhorn, Sarah Willey, Ian Crozier Jan 2025

Performance And Safety Of The Extravascular Implantable Cardioverter Defibrillator Through Long-Term Follow-Up: Final Results From The Pivotal Study., Paul Friedman, Francis Murgatroyd, Lucas V A Boersma, Jaimie Manlucu, Bradley P Knight, Nicolas Clémenty, Christophe Leclercq, Anish Amin, Béla Merkely, Ulrika Maria Birgersdotter-Green, Joseph Yat Sun Chan, Mauro Biffi, Reinoud Elwin Knops, Gregory Engel, Ignacio Muñoz Carvajal, Laurence M Epstein, Venkata Sagi, Jens Brock Johansen, Maciej Sterliński, Clemens Steinwender, Troy Hounshell, Richard Abben, Amy E Thompson, Yan Zhang, Christopher Wiggenhorn, Sarah Willey, Ian Crozier

Heart and Vascular Articles

BACKGROUND: Substernal lead placement of the extravascular implantable cardioverter defibrillator (EV ICD) permits both defibrillation at thresholds similar to those seen with transvenous implantable cardioverter defibrillators and effective anti-tachycardia pacing (ATP) while avoiding the vasculature and associated complications. The global Pivotal study has shown the EV ICD system to be safe and effective through 6 months, but long-term experience has yet to be published. Our aim was to report the performance and safety of the EV ICD system throughout the study.

METHODS: The EV ICD Pivotal study was a prospective, global, single-arm, premarket clinical study. Individuals with a Class I …


Routine Overnight Assessments In Stable Pediatric Surgery Patients: A Critical Reconsideration, Morgan Brown, Rebecca Moreci, Hannah Megison, Elizabeth Long, Michael Maurer, Benjamin Bienvenue, Denise M. Danos, James H. Wood Jan 2025

Routine Overnight Assessments In Stable Pediatric Surgery Patients: A Critical Reconsideration, Morgan Brown, Rebecca Moreci, Hannah Megison, Elizabeth Long, Michael Maurer, Benjamin Bienvenue, Denise M. Danos, James H. Wood

School of Medicine Faculty Publications

Background: Hospitalized patients are subject to overnight vital sign (OVS) monitoring which leads to subsequent sleep disturbance and contributes to adverse outcomes and negative hospital experiences. Studies in pediatric populations have shown that routine OVS checks infrequently detect significant events. We hypothesized that OVS monitoring in pediatric surgery patients rarely detects abnormalities resulting in meaningful interventions. Materials and methods: We performed a retrospective chart review of patients ≥ 5 years old admitted to the pediatric surgery service at a stand-alone Children's Hospital from 2019 to 2021. ICU patients were excluded from analysis. Overnight vital signs were defined as those recorded …


Deep Learning-Based Auto-Segmentation For Liver Yttrium-90 Selective Internal Radiation Therapy, Jun Li, Wookjin Choi, Rani Anne Jan 2025

Deep Learning-Based Auto-Segmentation For Liver Yttrium-90 Selective Internal Radiation Therapy, Jun Li, Wookjin Choi, Rani Anne

Department of Radiation Oncology Faculty Papers

The aim was to evaluate a deep learning-based auto-segmentation method for liver delineation in Y-90 selective internal radiation therapy (SIRT). A deep learning (DL)-based liver segmentation model using the U-Net3D architecture was built. Auto-segmentation of the liver was tested in CT images of SIRT patients. DL auto-segmented liver contours were evaluated against physician manually-delineated contours. Dice similarity coefficient (DSC) and mean distance to agreement (MDA) were calculated. The DL-model-generated contours were compared with the contours generated using an Atlas-based method. Ratio of volume (RV, the ratio of DL-model auto-segmented liver volume to manually-delineated liver volume), and ratio of activity (RA, …


Acceptance And Commitment Therapy With Huntington's Disease: A Narrative Review And Case Report Of A Caregiver-Assisted Intervention, Simone H. Schriger, Chelsi N. Nurse, C. Virginia O'Hayer Jan 2025

Acceptance And Commitment Therapy With Huntington's Disease: A Narrative Review And Case Report Of A Caregiver-Assisted Intervention, Simone H. Schriger, Chelsi N. Nurse, C. Virginia O'Hayer

Department of Psychiatry and Human Behavior Faculty Papers

Acceptance and commitment therapy (ACT) is an experiential, action-oriented talk therapy that emphasizes acceptance of painful inner experience through increased psychological flexibility. In this narrative review and case report, we first review the extant literature on applications of ACT to patients with a variety of mental and physical health challenges, including neurodegenerative disorders, and their caregivers. We then discuss applications of ACT to Huntington's disease (HD). We provide a case report of a 52-year-old man living with HD who, accompanied by his caregiver, received a virtually-delivered 6-session ACT intervention. We measured the patient's self-reported symptoms of depression (PHQ-9) and anxiety …


Cross-Platform Analysis Of Mammography Narratives: A Comparative Study On Social Media Engagement, Thomas Stirrat, Jonathan Garner, Parth Tailor, Daniel Weitz, Muhammad Umair, Yusuf T. Akpolat Jan 2025

Cross-Platform Analysis Of Mammography Narratives: A Comparative Study On Social Media Engagement, Thomas Stirrat, Jonathan Garner, Parth Tailor, Daniel Weitz, Muhammad Umair, Yusuf T. Akpolat

Journal of Patient-Centered Research and Reviews

Purpose: This study examines the representation of mammography on social media platforms, specifically, X (Twitter), Facebook, TikTok, and Instagram, from 2006 to 2023. X (Twitter) went public in 2006, Facebook in 2004, Instagram in 2012, and TikTok in 2018 (after merging with Musical.ly). The analysis starts from after the public launch years to analyze personal experiences shared online.

Methods: A retrospective content analysis was conducted on 1,771 posts using specific hashtags related to mammography. Posts were categorized into themes including emotional and psychological impacts, clinical and procedural details, and social and supportive interactions. The analysis involved summarizing the distribution of …


Multisociety Endorsement Of The 2024 European Guideline Recommendations On Coronary Revascularization, Victor Dayan, Joseph F Sabik Iii, Minoru Ono, Marc Ruel, Song Wan, Lars G Svensson, Leonard N Girardi, Y Joseph Woo, Vinay Badhwar, Marc R Moon, Wilson Y Szeto, Vinod H Thourani, Rui M S Almeida, Zhe Zheng, Walter J Gomes, Dawn S Hui, Rosemary F Kelly, Miguel Sousa Uva, Joanna Chikwe, Faisal G Bakaeen Jan 2025

Multisociety Endorsement Of The 2024 European Guideline Recommendations On Coronary Revascularization, Victor Dayan, Joseph F Sabik Iii, Minoru Ono, Marc Ruel, Song Wan, Lars G Svensson, Leonard N Girardi, Y Joseph Woo, Vinay Badhwar, Marc R Moon, Wilson Y Szeto, Vinod H Thourani, Rui M S Almeida, Zhe Zheng, Walter J Gomes, Dawn S Hui, Rosemary F Kelly, Miguel Sousa Uva, Joanna Chikwe, Faisal G Bakaeen

Faculty, Staff and Students Publications

No abstract provided.


The Golgi Complex Governs Natural Killer Cell Lytic Granule Positioning To Promote Directionality In Cytotoxicity, Luis A Pedroza, Frederique Van Den Haak, Alexander Frumovitz, Evelyn Hernandez, Everardo Hegewisch-Solloa, Tabitha K Orange, Keri B Sheehan, Susan Prockop, Aaron Bodansky, Ivan K Chinn, James R Lupski, Jennifer E Posey, Emily M Mace, Yu Li, Jordan S Orange Jan 2025

The Golgi Complex Governs Natural Killer Cell Lytic Granule Positioning To Promote Directionality In Cytotoxicity, Luis A Pedroza, Frederique Van Den Haak, Alexander Frumovitz, Evelyn Hernandez, Everardo Hegewisch-Solloa, Tabitha K Orange, Keri B Sheehan, Susan Prockop, Aaron Bodansky, Ivan K Chinn, James R Lupski, Jennifer E Posey, Emily M Mace, Yu Li, Jordan S Orange

Faculty, Staff and Students Publications

Cytotoxic immune cells mediate precise attacks against diseased cells to maintain organismal health. Their operational unit of killing and host defense is lytic granules (LGs), which are specialized lysosomal-related organelles. Precision in cytotoxicity is achieved by converging the many LGs to the microtubule-organizing center (MTOC) and polarizing these to the diseased cell for secretion. We identify unappreciated intimate relationships between the Golgi, MTOC, and LGs after cytotoxic cell activation, as well as the trans-Golgin protein GCC2 on the LG surface. GCC2 serves to tether LGs to the Golgi following convergence, and both GCC2 and the Golgi are required for the …


Robust Cluster Prediction Across Data Types Validates Association Of Sex And Therapy Response In Gbm, David L Gibbs, Gino Cioffi, Boris Aguilar, Kristin A Waite, Edward Pan, Jacob Mandel, Yoshie Umemura, Jingqin Luo, Joshua B Rubin, David Pot, Jill Barnholtz-Sloan Jan 2025

Robust Cluster Prediction Across Data Types Validates Association Of Sex And Therapy Response In Gbm, David L Gibbs, Gino Cioffi, Boris Aguilar, Kristin A Waite, Edward Pan, Jacob Mandel, Yoshie Umemura, Jingqin Luo, Joshua B Rubin, David Pot, Jill Barnholtz-Sloan

Faculty, Staff and Students Publications

Background: Previous studies have described sex-specific patient subtyping in glioblastoma. The cluster labels associated with these "legacy data" were used to train a predictive model capable of recapitulating this clustering in contemporary contexts.

Methods: We used robust ensemble machine learning to train a model using gene microarray data to perform multi-platform predictions including RNA-seq and potentially scRNA-seq.

Results: The engineered feature set was composed of many previously reported genes that are associated with patient prognosis. Interestingly, these well-known genes formed a predictive signature only for female patients, and the application of the predictive signature to male patients produced unexpected results. …