Medical Sciences Commons^™

In-Hospital Mortality Patterns And Readmissions In Patients With Chronic Obstructive Pulmonary Disease: An Analysis Of The Role Of Pulmonary Hypertension, Saad Afzal Khan, Trishna Parikh, Adishwar Rao, Akriti Agrawal, Aarohi Parikh, Farah Kazzaz, Sarah Shin, Harry Karmouty-Quintana, Maulin Patel, Kha Dinh, Bela Patel, Bindu Akkanti

Faculty, Staff and Student Publications

Chronic obstructive pulmonary disease (COPD) may be complicated by pulmonary hypertension (PH). We aimed to understand the impact of PH on in-hospital mortality and quantify the 30-day readmission rate among patients with COPD. For this cross-sectional study, we used the Nationwide Readmissions Database from 2017-2020 to identify adults ≥18 years with COPD. Patients were stratified according to PH diagnosis. Baseline characteristics between groups were compared using the Pearson chi-square test and two-sample t-test. Predictors of in-hospital mortality were determined using multivariate logistic regression analysis adjusted for demographics and confounders. The 30-day readmission rate and prevalence of PH subgroups by baseline …

Nmda Receptor Subunit Nmr-2 Regulates Pathogen-Induced Immune Responses Via The Nervous System In C. Elegans, Benson Otarigho, Jonathan Lalsiamthara, Alejandro Aballay

Faculty, Staff and Student Publications

Neural control of innate immunity must balance restraint of basal immune activity with rapid activation upon pathogen encounter. Glutamate, the primary excitatory neurotransmitter in the nervous system, has been implicated in several neurological disorders associated with inflammation, suggesting a potential link to immune regulation. However, how glutamatergic signaling contributes to immune balance remains unknown. Here, we demonstrated that the NMDA-type ionotropic glutamate receptor subunit NMR-2, a component of the NMDA receptor complex, acts in the

Ldm-Morph: Latent Diffusion Model Guided Deformable Image Registration, Jiong Wu, Tinsu Pan, Kuang Gong

Faculty, Staff and Student Publications

Deformable image registration plays an essential role in various medical image tasks. Existing deep learning-based deformable registration frameworks primarily utilize convolutional neural networks (CNNs) or Transformers to learn features to predict the deformations. However, the lack of semantic information in the learned features limits the registration performance. Furthermore, the similarity metric of the loss function is often evaluated only in the pixel space, which ignores the matching of high-level anatomical features and can lead to deformation folding. To address these issues, in this work, we proposed LDM-Morph, an unsupervised deformable registration algorithm for medical image registration. LDM-Morph integrated features extracted …

Exploring Csf Microrna Signatures As Diagnostic Biomarkers In Adult-Type Diffuse Gliomas, Maryam Pirhoushiaran, Kamilah Walker-Charles, Tsung-Hung Yao, Satwikreddy Putluri, Nehal Patel, Daniel H Wang, Isabel Wang, Srividya Arjuna, Antonio Dono, Angel Bueno, Sophia Nguyen, Ashish P Balar, Jason T Huse, Suprateek Kundu, Yoshua Esquenazi, Chirag B Patel, Sujit S Prabhu, Frederick F Lang, Leomar Y Ballester

Faculty, Staff and Student Publications

Mutations in isocitrate dehydrogenase (IDH) genes, specifically IDH1 and IDH2, are frequently observed in diffuse gliomas (DG) and define distinct molecular subtypes, namely IDH-wildtype and IDH-mutant. Abnormal expression of extracellular vesicle-derived microRNAs (EV-miRNAs) in the cerebrospinal fluid (CSF) of DG patients may serve as minimally invasive diagnostic and prognostic biomarkers. To investigate this potential, we employed miRNA-sequencing (miRNA-seq), quantitative real-time PCR (qRT-PCR), and multivariable logistic regression (MLR) to identify differentially expressed microRNAs (DE-miRNAs) in CSF samples from DG patients. qRT-PCR analysis demonstrated that EV-miR-21-5p effectively differentiated CSF from glioblastoma (GBM) patients versus controls (p = 0.012, AUC = 0.84) and …

Nlrp3 Inflammasome: A Link Between Systemic Infection And Alzheimer’S Disease, Tatiana Barichello, Felipe Dal-Pizzol

Faculty, Staff and Student Publications

No abstract provided.

Exploring Csf Microrna Signatures As Diagnostic Biomarkers In Adult-Type Diffuse Gliomas, Maryam Pirhoushiaran, Kamilah Walker-Charles, Tsung-Hung Yao, Satwikreddy Putluri, Nehal Patel, Daniel H Wang, Isabel Wang, Srividya Arjuna, Antonio Dono, Angel Bueno, Sophia Nguyen, Ashish P Balar, Jason T Huse, Suprateek Kundu, Yoshua Esquenazi, Chirag B Patel, Sujit S Prabhu, Frederick F Lang, Leomar Y Ballester

Faculty, Staff and Student Publications

Mutations in isocitrate dehydrogenase (IDH) genes, specifically IDH1 and IDH2, are frequently observed in diffuse gliomas (DG) and define distinct molecular subtypes, namely IDH-wildtype and IDH-mutant. Abnormal expression of extracellular vesicle-derived microRNAs (EV-miRNAs) in the cerebrospinal fluid (CSF) of DG patients may serve as minimally invasive diagnostic and prognostic biomarkers. To investigate this potential, we employed miRNA-sequencing (miRNA-seq), quantitative real-time PCR (qRT-PCR), and multivariable logistic regression (MLR) to identify differentially expressed microRNAs (DE-miRNAs) in CSF samples from DG patients. qRT-PCR analysis demonstrated that EV-miR-21-5p effectively differentiated CSF from glioblastoma (GBM) patients versus controls (p = 0.012, AUC = 0.84) and …

Potential Impact Of Parasites In The Transmission Of Chronic Wasting Disease, Paulina Soto, Rodrigo Morales

Faculty, Staff and Student Publications

No abstract provided.

Optimized Ultrasound Imaging Of Phase-Change Nanodroplets, Charles R Dyall, Dmitry Nevozhay, Andy Liu, Trevor M Mitcham, George J Lu, Konstantin V Sokolov, Richard R Bouchard

Faculty, Staff and Student Publications

Phase-change nanodroplets (PCNDs) continue to generate significant research interest due to their potential to extravasate into tissue, to be targeted for molecular imaging and drug delivery, and to undergo an induced phase-change to "activated" microbubbles (MBs) for ultrasound (US) imaging. To accurately quantify molecular markers, however, one assumes a consistent proportion of PCNDs in a region of interest (ROI) are stably activated and imaged. Herein we present a framework for developing a diagnostic sequence that is optimized for PCND activation uniformity, contrast, and acquisition time. To develop this framework, activation was examined at three scales of increasing complexity: single, adjacent, …

Corrigendum To 'Risk Factors For Bronchiolitis Obliterans Syndrome After Initial Detection Of Pulmonary Impairment After Hematopoietic Cell Transplantation' [Transplantation And Cellular Therapy 29/3 (2023) 204-204], Mansour Alkhunaizi, Badar Patel, Luis Bueno, Neel Bhan, Tahreem Ahmed, Muhammad H Arain, Rima Saliba, Gabriela Rondon, Burton F Dickey, Lara Bashoura, David E Ost, Liang Li, Shikun Wang, Elizabeth Shpall, Richard E Champlin, Rohtesh Mehta, Uday R Popat, Chitra Hosing, Amin M Alousi, Ajay Sheshadri

Faculty, Staff and Student Publications

No abstract provided.

Growth Hormone Pathway As A Prognostic And Therapeutic Biomarker In Patients With Unresectable Hepatocellular Carcinoma Treated With Radiation Therapy, Joe R Eid, Safa Kaseb, Lianchun Xiao, Ryan Sun, Mahesh Kumar Kannan, Manal Hassan, Asif Rashid, Hop S Tran Cao, Hesham M Amin, Eugene J Koay

Faculty, Staff and Student Publications

Purpose: Radiation therapy (RT) has emerged as an effective local therapy option for patients with unresectable hepatocellular carcinoma (HCC) and is associated with improved overall survival (OS). However, some patients still have poor outcomes after RT, and biomarkers are needed to stratify prognostic groups. High circulating growth hormone (GH) levels promote HCC proliferation and survival and are associated with aggressive disease. In this study, we evaluated whether pretreatment GH levels are associated with OS and progression-free survival (PFS) in patients who underwent RT for unresectable HCC.

Methods and materials: Patients undergoing RT for HCC during 2017-2023 were identified from a …

Network Analysis: An Application Of Graph Theory In Biology, Kiana Dunbar

Honors Theses

Graphs are simple, visual representations of entities as nodes connected by edges. They are used to convey relationships within a system. Networks are comprised of interrelated entities that are not easily separable, producing complex, structured data. These can be seen in social groups, highway systems, and even in biological systems. This paper surveys concepts in graph theory for application to the analysis of network data to understand disease. The features of graphs provide a useful framework for thinking about relationships between different genes or proteins. The structure of graphs is also compatible with a variety of machine learning tools. Especially …

Development Of A Multiplex Assay For Early Detection Of Pancreatic Cancer In High-Risk Groups, Sheng Pan, Ramesh Karki, Lisa A Lai, Chad J Creighton, Teresa A Brentnall, Randall E Brand, Ru Chen

Faculty, Staff and Student Publications

No abstract provided.

Engineering Of Genetically Encoded Programmable Calcium Channel Inhibitory Binders, Xiaoxuan Liu, Sher Ali, Tien-Hung Lan, Decheng Wang, Brendan Mckee, Tatsuki Nonomura, Siyao Liu, Feng Zhao, Michael X Zhu, Yun Huang, Qing Deng, Guolin Ma, Yubin Zhou

Faculty, Staff and Student Publications

Store-operated Ca2+ release-activated Ca2+ (CRAC) channels, composed of STIM and ORAI, are essential for immune and developmental processes, and their dysregulation underlies channelopathies such as Stormorken syndrome. Here, we report the engineering of genetically encoded CRAC channel inhibitory binders (CRABs) derived from the ORAI C-terminal tail. Guided by deep mutational scanning, we optimize a membrane-anchored CRAB variant that potently inhibits Ca2+ influx and NFAT signaling, and rescues thrombocytopenia-like phenotypes in a zebrafish model of Stormorken syndrome. To enable tunable inhibition, we further design oligomeric, optogenetic (Opto-CRAB), and chemogenetic (Chemo-CRAB) variants, providing graded and real-time control of CRAC activity. Chemo-CRAB further …

A Multidomain Peptide Hydrogel-Liposome Composite For Controlled Release Of A Cyclic Dinucleotide In Oral Cancer, Joseph W R Swain, Andrea H Molina, Gemalene M Sunga, Danielle Chew-Martinez, Neeraja Dharmaraj, Alejandra Cobos Perez, Arghadip Dey, Ephraim J Vázquez-Rosado, Simon Young, Jeffrey D Hartgerink

Faculty, Staff and Student Publications

While immunotherapy is a promising treatment strategy for cancer, the majority of head and neck squamous cell carcinoma (HNSCC) patients treated with single-agent immunotherapy do not respond. Therefore, researchers are investigating combination treatments with immunostimulatory molecules that can maximize anti-tumor responses. Cyclic dinucleotides (CDNs) are STING agonists that hold promise in combination approaches, but they require frequent intratumoral administration when used in both preclinical models of HNSCC and clinical trials. To reduce administration frequency, we have created a peptide hydrogel–liposome composite system, K2-Lip(CDN), for local and prolonged availability of CDN. We investigated the loading limits of cationic liposomes in both …

Correction: Exploiting Prmt5 As A Target For Combination Therapy In Mantle Cell Lymphoma Characterized By Frequent Atm And Tp53 Mutations, Yuxuan Che, Yang Liu, Yixin Yao, Holly A Hill, Yijing Li, Qingsong Cai, Fangfang Yan, Preetesh Jain, Wei Wang, Lixin Rui, Michael Wang

Faculty, Staff and Student Publications

No abstract provided.

An Artificial Intelligence Optimized Hepatic Differentiation Unveils Nr5a2 And Ap-1 Transcriptional Regulation In Hepatic Maturation, Zijun Huo, Jian Tu, Wei-Lei Yang, Mo-Fan Huang, Ruoyu Wang, Chih-Wei Chu, An Xu, Yao Yu, Tara N Tavakol, Mikal Kizilbash, Megan E Fisher, Yu-Wen Huang, Dandan Zhu, Trinh T T Phan, Rachel Shoemaker, Ya-Wen Chen, Yang Zhang, Chad D Huff, Shih-Yu Chen, Tien-Jen Liu, Haipeng Xiao, Dung-Fang Lee, Ruiying Zhao

Faculty, Staff and Student Publications

The generation of hepatocyte-like cells (HLCs) from human pluripotent stem cells (hPSCs) holds great promise for drug discovery and cell-based therapy for liver disease. However, current differentiation protocols are complicated and unstable, and the underlying gene regulatory mechanisms of hepatic differentiation remain incompletely defined. Here, we developed a machine learning-based artificial intelligence (AI) tool using phase-contrast images of hepatic progenitor cells (HPCs), which are essential for generating HLCs. The AI tool significantly improves the success rate of hepatic differentiation without the need for immunostaining or lineage tracing. By optimizing the methodology, we achieved an impressive purity of 90-95% for HLCs …

Lgr5: From Stem Cell Marker To Therapeutic Target, Peyton C High, Maya G Cappellino, Tiffani A Blackburn, Kendra S Carmon

Faculty, Staff and Student Publications

Leucine-rich repeat-containing G protein-coupled receptor 5 (LGR5) is an established marker of normal and cancer stemlike cells. LGR5 has been implicated in promoting cancer cell plasticity that drives tumorigenesis, metastasis, and therapeutic resistance. LGR5 rapidly and constitutively internalizes and potentiates Wnt (Wingless/Int-1)/β-catenin and adhesion signaling pathways, though its precise mechanisms and interacting partners remain unresolved. An improved understanding of LGR5 signaling may provide invaluable insight into its intricate and important functions in cancer progression. Moreover, several LGR5-targeting therapies, including peptibody- and antibody-drug conjugates and bispecific antibodies, are showing promising efficacy and tolerability in colorectal cancer and other tumor types. This …

56-Year-Old Man With Dyspnea And Volume Overload, Altamish Daredia, Han Yu, Ryan Walsh, Benjamin Karfunkle

Faculty, Staff and Student Publications

No abstract provided.

Carotid Endarterectomy Remains A Feasible Bailout For Progressive Disease After Transcarotid Artery Revascularization: A Case Report, Aidin Baghbani, Blaz Podgorsek, Jason B Storch, Gordon H Martin, Naveed U Saqib, Daniel G Miles

Faculty, Staff and Student Publications

Carotid endarterectomy (CEA) remains the gold standard for carotid revascularization, though transcarotid artery revascularization (TCAR) has emerged as a less invasive alternative. We present a 67-year-old man with prior bilateral TCAR who developed severe right internal carotid artery restenosis 14 months after the procedure. Imaging confirmed >80% stenosis due to progressive plaque burden compressing the stent. The patient underwent successful CEA with en bloc stent explant using a standard technique. Recovery was uneventful. This case demonstrates the technical feasibility and safety of surgical stent explant after TCAR and reinforces CEA as a reliable salvage strategy when stent failure or disease …

Neutrophil-Microglia Interaction Drives Motor Dysfunction In A Neuromyelitis Optica Model Induced By Subarachnoid Aqp4-Igg, Fangfang Qi, Vanda A Lennon, Shunyi Zhao, Yong Guo, Husheng Ding, Caiyun Liu, Whitney M Bartley, Tingjun Chen, Claudia F Lucchinetti, Long-Jun Wu

Faculty, Staff and Student Publications

Neutrophils and neutrophil extracellular traps (NETs) contribute to early neuromyelitis optica (NMO) histopathology initiated by IgG targeting astrocytic aquaporin-4 (AQP4) water channels. Yet, the mechanisms underlying neutrophil recruitment and their pathogenic roles in disease progression remain unclear. To investigate molecular-cellular events preceding classical complement cascade activation in a mouse NMO model, we continuously infused, via spinal subarachnoid route, a non-complement-activating mouse monoclonal AQP4-IgG. Parenchymal infiltration of netting neutrophils containing C5a ensued with microglial activation and motor impairment but no blood-brain barrier leakage. Motor impairment and neuronal dysfunction both reversed when AQP4-IgG infusion stopped. Two-photon microscopy and electron microscopy-based reconstructions revealed …

Structural-Functional Analyses Of The Huntingtin/Hap40 Complex In Drosophila And Humans, Stephen M Farmer, Amanda Solbach, Shiyu Xu, Beatriz Rios, Xin Ye, Amy Gao, Daniela Covarrubias, Yue Yu, Lili Ye, Vicky Chuong, Erin Furr Stimming, Haiqing Zhao, Sheng Zhang

Faculty, Staff and Student Publications

Huntington's disease (HD) is a neurodegenerative disorder caused by an abnormal CAG expansion in the Huntingtin (HTT) gene. Given its simple genetic cause but complex pathogenic mechanisms, interest in targeting HTT for HD treatment is growing, necessitating a clear understanding of HTT regulation. HTT protein primarily exists in a core complex with HAP40, forming a highly ordered structure with two large globular domains connected by a bridge. We previously demonstrated that HAP40 is conserved in

Complex Iliac Artery And Iliocaval Venous Reconstruction Using Temporary, Redundant Graft To Facilitate Resection Of Recurrent Metastatic Sex Stromal Tumor, Shah-Jahan M Dodwad, Blaz Podgorsek, Ezra Koh, Taha S Zaidi, Justin E Bird, Shalin S Patel, Thanila A Macedo, Gustavo S Oderich

Faculty, Staff and Student Publications

We report a complex case of recurrent, metastatic sex cord stromal tumor involving the pelvic vasculature and spinal nerves. Posterior and anterior approaches were required with redo iliac artery reconstruction using a temporary, redundant aortoiliac to right external iliac artery graft and iliocaval venous reconstruction. After completion of tumor resection from nerve structures, reconstruction of the right iliac veins was completed and the redundant aortoiliac arterial graft was shortened. The redundant graft minimized ischemia time, enabling meticulous dissection and tumor removal. This case underscores the importance of multidisciplinary collaboration in managing rare, aggressive malignancies with complex vascular and neural involvement.

Complex Iliac Artery And Iliocaval Venous Reconstruction Using Temporary, Redundant Graft To Facilitate Resection Of Recurrent Metastatic Sex Stromal Tumor, Shah-Jahan M Dodwad, Blaz Podgorsek, Ezra Koh, Taha S Zaidi, Justin E Bird, Shalin S Patel, Thanila A Macedo, Gustavo S Oderich

Faculty, Staff and Student Publications

We report a complex case of recurrent, metastatic sex cord stromal tumor involving the pelvic vasculature and spinal nerves. Posterior and anterior approaches were required with redo iliac artery reconstruction using a temporary, redundant aortoiliac to right external iliac artery graft and iliocaval venous reconstruction. After completion of tumor resection from nerve structures, reconstruction of the right iliac veins was completed and the redundant aortoiliac arterial graft was shortened. The redundant graft minimized ischemia time, enabling meticulous dissection and tumor removal. This case underscores the importance of multidisciplinary collaboration in managing rare, aggressive malignancies with complex vascular and neural involvement.

Carotid Endarterectomy Remains A Feasible Bailout For Progressive Disease After Transcarotid Artery Revascularization: A Case Report, Aidin Baghbani, Blaz Podgorsek, Jason B Storch, Gordon H Martin, Naveed U Saqib, Daniel G Miles

Faculty, Staff and Student Publications

Carotid endarterectomy (CEA) remains the gold standard for carotid revascularization, though transcarotid artery revascularization (TCAR) has emerged as a less invasive alternative. We present a 67-year-old man with prior bilateral TCAR who developed severe right internal carotid artery restenosis 14 months after the procedure. Imaging confirmed >80% stenosis due to progressive plaque burden compressing the stent. The patient underwent successful CEA with en bloc stent explant using a standard technique. Recovery was uneventful. This case demonstrates the technical feasibility and safety of surgical stent explant after TCAR and reinforces CEA as a reliable salvage strategy when stent failure or disease …

Baseline Parp-1 Pet Imaging In Patients With Advanced Solid Tumors With Dna Damage Response Mutations, Tarek Daoud, Jiansong Chen, Peng Wei, Franklin Wong, Timothy A Yap, Lilie L Lin

Faculty, Staff and Student Publications

Purpose: Inhibitors of poly(ADP-ribose) polymerase (PARP), an enzyme with numerous roles in DNA damage response signaling, represent a class of anti-cancer drugs approved for treating solid tumors with defects in the DNA damage response. However, additional methods for identifying patients who would benefit from the use of PARP inhibitors are urgently needed. We evaluated a novel radiotracer, 18F-FluorThanatrace ([18F]-FTT), to noninvasively assess PARP activity with PET/CT before treatment and determine associations between uptake, tumor mutation status, and prior receipt of therapy including PARP inhibitors.

Methods: Fifty-two patients with solid tumors underwent whole-body (skull base to thigh) [18F]-FTT PET/CT scans before …

Multiparametric Mri To Predict Response To Irreversible Electroporation Plus Anti-Pd-1 Immunotherapy In Pancreatic Ductal Adenocarcinoma, Qizhen Cao, Mark D Pagel, Charles V Kingsley, Jingfei Ma, James P Long, Xiaoxia Wen, Seth T Gammon, Jorge Delacerda, Sanaz Javadi, Chun Li

Faculty, Staff and Student Publications

Purpose: To investigate contrast-enhanced T1-weighted MRI and diffusion-weighted magnetic resonance imaging (DWI) for early prediction of tumor response to combined irreversible electroporation (IRE) and anti-PD-1 immunotherapy.

Methods: Murine pancreatic ductal adenocarcinoma (PDAC) cells KRAS* were inoculated into the pancreas of C57BL/6 mice. IRE was performed when tumors became palpable. After IRE, mice received six intraperitoneal injections of anti-PD-1 over 2 weeks. T2-weighted MRI, T1-weighted MRI with macromolecular contrast agent poly(L-glutamic acid)-conjugated gadolinium (PG-Gd), and DWI were performed before and after IRE. Survival was analyzed using Kaplan-Meier curves. Mice surviving at least 100 days without recurrence after IRE were considered complete …

Identifying Sorafenib Benefit Among Patients With Hepatocellular Carcinoma: A Transcriptomic And Genomic Approach, Sun Young Yim, Hayeon Kim, Tae Hyung Kim, Sang-Hee Kang, Youngwoo Lee, Eunho Choi, Yang Jae Yoo, Seong Hee Kang, Young-Sun Lee, Young Kul Jung, Yeon Seok Seo, Hyung Joon Yim, Jong Eun Yeon, Kyung Suk Yang, Yitao Tang, Bowha Sohn, Yun Seong Jeong, Hyewon Park, Han Liang, Ju-Seog Lee, Ji Hoon Kim

Faculty, Staff and Student Publications

Background & aims: Sorafenib has been a cornerstone of hepatocellular carcinoma (HCC) therapy; however, its efficacy is limited, and identifying patients who will benefit from sorafenib is challenging. We aimed to identify predictive biomarkers of sorafenib benefit in patients with HCC.

Methods: Gene expression data from 33 HCC tumors treated with sorafenib were analyzed to construct a prediction model aimed at identifying patients with greater benefit from sorafenib treatment. The robustness of the predictor was validated using gene expression data from two phase III clinical trials, IMbrave150 and STORM.

Results: The analysis of transcriptome data revealed a 50-gene signature, the …

Axillary Management After Neoadjuvant Endocrine Therapy (Net), Laura Leonard, Min Yi, Emma Wingate, Puneet Singh, Abigail Caudle, Rosa F Hwang, Isabelle Bedrosian, Vicente Valero, Jennifer Litton, Nuhad Ibrahim, Kelly K Hunt

Faculty, Staff and Student Publications

BACKGROUND: In patients with hormone receptor-positive (HR

PATIENTS AND METHODS: We performed a retrospective review of patients with clinical stage I-III, HR

RESULTS: A total of 230 patients were included; 120 (52.2%) were clinically node-negative (cN0), while 110 (47.8%) were clinically node-positive (cN+). In the cN+ group, 7.3% (8/110) had a nodal pathologic complete response (pCR). In total, 76.4% (84/110) in the cN+ group underwent axillary lymph node dissection (ALND) as the initial axillary procedure, and 90.9% (100/110) underwent ALND overall. In total, 98.3% (118/120) with cN0 disease underwent sentinel lymph node dissection (SLND), and 28 (23.7%) had positive nodes. …

Unraveling The Nexus: Tumor Mutational Burden, Pd-L1 Expression, And Oncogenic Alterations In Non-Small Cell Lung Cancer Cytology Specimens, Min Dai, Francis Anthony San Lucas, Hector Alvarez, Leomar Ballester, Hui Chen, Keyur P Patel, Asif Rashid, Shun Rao, Mark J Routbort, Gloria Sura, Keith Sweeney, Gokce Toruner, Peng Wei, Richard Yang, Hyvan Dang, Rajyalakshmi Luthra, Sinchita Roy-Chowdhuri

Faculty, Staff and Student Publications

Background: PD-L1 expression and tumor mutational burden (TMB) are biomarkers for immune checkpoint inhibitor (ICI) therapy in non-small cell lung cancer (NSCLC); however, patients harboring oncogenic alterations have limited benefit from ICIs. The impact of oncogenic alterations on TMB and PD-L1 tumor proportion score in lung cytology specimens is poorly understood. Herein, the association between oncogenic alterations, TMB, and PD-L1 in NSCLC cytology specimens is explored.

Methods: Next-generation sequencing results from 312 NSCLC cytology specimens were retrospectively reviewed that interrogate 610 genes and select immuno-oncology signatures. TMB and PD-L1 immunohistochemical expression across oncogenic alterations were analyzed to explore associations.

Results: …

Gompertz Growth With A Shared Carrying Capacity Optimally Simulates Primary And Metastatic Tumor Growth Dynamics, Pirmin Schlicke, Preethi Korangath, Xiaoxi Pan, Caner Ercan, Kathleen Gabrielson, Lyndsey Werhane, Yinyin Yuan, Sébastien Benzekry, Robert Ivkov, Heiko Enderling

Faculty, Staff and Student Publications

Background: Cancer is a systemic disease with most deaths attributed to metastatic burden. Primary and metastatic tumors, albeit at different anatomic locations, are interconnected through multiple biological processes. Pre-clinical and clinical observations of growth acceleration of metastases after surgery, or abscopal effects outside the radiation field are widely reported, yet reliably triggering favorable and avoiding unfavorable systemic responses remains an unmet clinical need. Understanding local and systemic tumor interaction dynamics will help guide future treatments.

Methods: We analyze the data of multiple in vivo tumor models. We formalize the systemic interplay of tumors as mathematical differential equation and calibrate parameters …