Medical Specialties Commons^™

Cancer Organoids As Reliable Disease Models To Drive Clinical Development Of Novel Therapies, Giovanni Blandino, Ronit Satchi-Fainaro, Ingeborg Tinhofer, Giovanni Tonon, Sarah C Heilshorn, Yong-Jun Kwon, Ana Pestana, Carlotta Frascolla, Luca Pompili, Aurora Puce, Sara Iachettini, Annalisa Tocci, Sofia Karkampouna, Marianna Kruithof-De Julio, Piera Tocci, Nicla Porciello, Klizia Maccaroni, Daniela Rutigliano, Xiling Shen, Gennaro Ciliberto

Faculty, Staff and Student Publications

On September 23-24 (2024) the 6th Workshop IRE on Translational Oncology, titled "Cancer Organoids as Reliable Disease Models to Drive Clinical Development of Novel Therapies," took place at the IRCCS Regina Elena Cancer Institute in Rome. This prominent international conference focused on tumor organoids, bringing together leading experts from around the world.A central challenge in precision oncology is modeling the dynamic tumor ecosystem, which encompasses numerous elements that evolve spatially and temporally. Patient-derived 3D culture models, including organoids, explants, and engineered or bioprinted systems, have recently emerged as sophisticated tools capable of capturing the complexity and diversity of cancer cells …

High-Intensity Focused Ultrasound Ablation For Primary Or Salvage Prostate Cancer Therapy: Initial Outcomes In The Veteran Healthcare Setting, Sagar Patel, Ali Antar, Aly Alrabaa, Gal Saffati, Broderick Fleming, Neel Srikishen, Jeremy Slawin, Jennifer Taylor, Jeffrey Jones

Faculty, Staff and Students Publications

High-Intensity Focused Ultrasound (HIFU) provides comparable oncologic, erectile, and urinary outcomes to standard-of-care options for localized prostate cancer. This study reports the largest United States series of HIFU in veterans for both primary and salvage therapies. We retrospectively analyzed the outcomes of 43 veterans treated at the Michael E. DeBakey Veterans Affairs Medical Center from 2018 to 2022. Primary endpoints included prostate-specific antigen (PSA) reduction and local recurrence rates. Secondary endpoints included 30-day complications, Sexual Health Inventory for Men (SHIM), and American Urological Association Symptom Score (AUASS). In our study, 31 veterans (72.1%) received primary treatment and 12 (27.9%) received …

Stem Cell Activity-Coupled Suppression Of Endogenous Retrovirus Governs Adult Tissue Regeneration, Ying Lyu, Soo Jin Kim, Ericka S Humphrey, Richa Nayak, Yinglu Guan, Qingnan Liang, Kun Hee Kim, Yukun Tan, Jinzhuang Dou, Huandong Sun, Xingzhi Song, Priyadharsini Nagarajan, Kamryn N Gerner-Mauro, Kevin Jin, Virginia Liu, Rehman H Hassan, Miranda L Johnson, Lisa P Deliu, Yun You, Anurag Sharma, H Amalia Pasolli, Yue Lu, Jianhua Zhang, Vakul Mohanty, Ken Chen, Youn Joo Yang, Taiping Chen, Yejing Ge

Faculty, Staff and Student Publications

Mammalian retrotransposons constitute 40% of the genome. During tissue regeneration, adult stem cells coordinately repress retrotransposons and activate lineage genes, but how this coordination is controlled is poorly understood. Here, we observed that dynamic expression of histone methyltransferase SETDB1 (a retrotransposon repressor) closely mirrors stem cell activities in murine skin. SETDB1 ablation leads to the reactivation of endogenous retroviruses (ERVs, a type of retrotransposon) and the assembly of viral-like particles, resulting in hair loss and stem cell exhaustion that is reversible by antiviral drugs. Mechanistically, at least two molecularly and spatially distinct pathways are responsible: antiviral defense mediated by hair …

Impact Of American Thyroid Association's Revised Cancer Management Guidelines On Thyroid Cancer Incidence Trends: A Retrospective Cohort Study, 2000-2020, Pierre Fwelo, Natalia I Heredia, Ruosha Li, Ayrton Bangolo, Vignesh K Nagesh, Simcha Weissman, Xianglin L Du

Faculty, Staff and Student Publications

Background: The past four decades have seen a steady increase in thyroid cancer in the United States (US). This study investigated the impact of the American Thyroid Association (ATA)'s revised cancer management guidelines on thyroid cancer incidence trends and how the trends varied by socioeconomic, histologic, geographic, and racial and ethnic characteristics from 2000 to 2020.

Methods: We used data from the Surveillance, Epidemiology, and End Results (SEER) database to identify thyroid cancer cases diagnosed among US patients between 2000 and 2020. We employed joinpoint regression software to fit, assess, and compare thyroid cancer incidence trends over time stratified by …

High Peripheral T Cell Diversity Is Associated With Lower Risk Of Toxicity And Superior Response To Dual Immune Checkpoint Inhibitor Therapy In Patients With Metastatic Nsclc, Mehmet Altan, Ruoxing Li, Ziyi Li, Runzhe Chen, Ajay Sheshadri, Hai T Tran, Latasha Little, Joshua Baguley, Jefferson Sinson, Natalie Vokes, Saumil Gandhi, Mara B Antonoff, Stephen G Swisher, Greg Lizee, Alexandre Reuben, John V Heymach, Jianjun Zhang

Faculty, Staff and Student Publications

INTRODUCTION: Despite significant successes, immune checkpoint blockade fails to achieve clinical responses in a significant proportion of patients, predictive markers for responses are imperfect and immune-related adverse events (irAEs) are unpredictable. We used T-cell receptor (TCR) sequencing to systematically analyze prospectively collected patient blood samples from a randomized clinical trial of dual immune checkpoint inhibitor therapy to evaluate changes in the T-cell repertoire and their association with response and irAEs.

METHODS: Patients with immunotherapy-naïve metastatic non-small cell lung cancer (NSCLC) were treated with ipilimumab and nivolumab according to trial protocol (LONESTAR, NCT03391869). Blood samples were systematically obtained at baseline (n=107), …

An Ontology-Based Approach For Understanding Appendicectomy Processes And Associated Resources, Nadeesha Pathiraja Rathnayaka Hitige, Ting Song, Steven J Craig, Kimberley J Davis, Xubing Hao, Licong Cui, Ping Yu

Faculty, Staff and Student Publications

Background: Traditional methods for analysing surgical processes often fall short in capturing the intricate interconnectedness between clinical procedures, their execution sequences, and associated resources such as hospital infrastructure, staff, and protocols.

Aim: This study addresses this gap by developing an ontology for appendicectomy, a computational model that comprehensively represents appendicectomy processes and their resource dependencies to support informed decision making and optimise appendicectomy healthcare delivery.

Methods: The ontology was developed using the NeON methodology, drawing knowledge from existing ontologies, scholarly literature, and de-identified patient data from local hospitals.

Results: The resulting ontology comprises 108 classes, including 11 top-level classes and …

Targeted Degradation Of Oncogenic Krasg12v Triggers Antitumor Immunity In Lung Cancer Models, Dezhi Li, Ke Geng, Yuan Hao, Jiajia Gu, Saurav Kumar, Annabel T Olson, Christina C Kuismi, Hye Mi Kim, Yuanwang Pan, Fiona Sherman, Asia M Williams, Yiting Li, Fei Li, Ting Chen, Cassandra Thakurdin, Michela Ranieri, Mary Meynardie, Daniel S Levin, Janaye Stephens, Alison Chafitz, Joy Chen, Mia S Donald-Paladino, Jaylen M Powell, Ze-Yan Zhang, Wei Chen, Magdalena Ploszaj, Han Han, Shengqing Stan Gu, Tinghu Zhang, Baoli Hu, Benjamin A Nacev, Medard Ernest Kaiza, Alice H Berger, Xuerui Wang, Jing Li, Xuejiao Sun, Yang Liu, Xiaoyang Zhang, Tullia C Bruno, Nathanael S Gray, Behnam Nabet, Kwok-Kin Wong, Hua Zhang

Faculty, Staff and Student Publications

Kirsten rat sarcoma viral oncogene homolog (KRAS) is the most frequently mutated oncogene in lung adenocarcinoma, with G12C and G12V being the most predominant forms. Recent breakthroughs in KRASG12C inhibitors have transformed the clinical management of patients with the G12C mutation and advanced our understanding of the function of this mutation. However, little is known about the targeted disruption of KRASG12V, partly due to a lack of specific inhibitors. Here, we leverage the degradation tag (dTAG) system to develop a KRASG12V-transgenic mouse model. We explored the therapeutic potential of KRASG12V degradation and characterized its effect on the tumor microenvironment (TME). …

Inhibition Of Microrna-660-5p Decreases Breast Cancer Progression Through Direct Targeting Of Tmem41b, Valeria Villarreal-García, José Roberto Estupiñan-Jiménez, Vianey Gonzalez-Villasana, Pablo E Vivas-Mejía, Marienid Flores-Colón, Irma Estefanía Ancira-Moreno, Patricio Adrián Zapata-Morín, Claudia Altamirano-Torres, José Manuel Vázquez-Guillen, Cristina Rodríguez-Padilla, Recep Bayraktar, Mohamed H Rashed, Cristina Ivan, Gabriel Lopez-Berestein, Diana Reséndez-Pérez

Faculty, Staff and Student Publications

Background: Breast cancer is the most prevalent cancer among women worldwide. Most breast cancer-related deaths result from metastasis and drug resistance. Novel therapies are imperative for targeting metastatic and drug-resistant breast cancer cells. Accumulating evidence suggests that dysregulated microRNAs (miRNAs) promote breast cancer progression, metastasis, and drug resistance. Compared with healthy breast tissue, miR-660-5p is notably overexpressed in breast cancer tumor tissues. However, the downstream effectors of miR-660-5p in breast cancer cells have not been fully elucidated. Our aim was to investigate the role of miR-660-5p in breast cancer cell proliferation, migration, invasion, and angiogenesis and to identify its potential …

Increasing Awareness Of The Effectiveness Of Occupational Therapy In Cancer Rehabilitation, Aaliyah Parson, Zeida Gutierrez

Fall 2024 OTD Capstone Symposium

Many cancer survivors are faced with functional limitations when engaging in meaningful occupations due to side effects such as anxiety, pain, fatigue, weakness, nausea, etc. from receiving cancer treatments which can impact their quality of life. Occupational therapy has a significant role in supportive care for cancer survivors by providing occupation-based interventions that focus on maximizing function and mitigating functional decline. However, occupational therapy is underutilized in cancer care due to patients' lack of awareness of the role of OT and how it can improve quality of life after receiving cancer treatment. Therefore, this capstone project took place in Tallahassee, …

Biobehavioral Correlates Of Multidimensional Fatigue In Men With Prostate Cancer, Kristin Dickinson

Theses & Dissertations

The purpose of this thesis project was to 1) examine trajectories of multidimensional cancer-related fatigue (CRF) in men with prostate cancer during and after radiation treatment completion, and 2) identify biobehavioral correlates (demographic, clinical, co-occurring symptoms, and biologic [inflammatory cytokines]) for the different CRF dimensions.

Data for this secondary analysis were obtained from a descriptive, longitudinal IRB-approved study investigating men with non-metastatic prostate cancer receiving radiation therapy (RT). Data were obtained from 68 participant medical records, self-report questionnaires, and blood samples. Data were collected at: baseline (T1), completion of RT (T2), 6 months (T3) and 2 years (T4) after completion …

Influence Of Antibody–Drug Conjugate Cleavability, Drug-To-Antibody Ratio, And Free Payload Concentration On Systemic Toxicities: A Systematic Review And Meta-Analysis, Shou Ching Tang, Carrie Wynn, Tran Le, Martin Mccandless, Yunxi Zhang, Ritesh Patel, Nita Maihle, William Hillegass

School of Medicine Faculty Publications

While in theory antibody drug conjugates (ADCs) deliver high-dose chemotherapy directly to target cells, numerous side effects are observed in clinical practice. We sought to determine the effect of linker design (cleavable versus non-cleavable), drug-to-antibody ratio (DAR), and free payload concentration on systemic toxicity. Two systematic reviews were performed via PubMed search of clinical trials published between January 1998—July 2022. Eligible studies: (1) clinical trial for cancer therapy in adults, (2) ≥ 1 study arm included a single-agent ADC, (3) ADC used was commercially available/FDA-approved. Data was extracted and pooled using generalized linear mixed effects logistic models. 40 clinical trials …

Protocol For Culturing Patient-Derived Organoids Of Cervical Cancer, Rui Wang, Timothy Harris, Dalissa Negrón-Figueroa, David Lo, Allison Judge, D'Shaunique Walters, Bo Jiang, Lauren E Colbert

Faculty, Staff and Student Publications

Herein, we present a protocol for culturing patient-derived organoids (PDOs) of cervical cancer that includes workflows for tumor biopsy/resection tissue and cytobrush-sampled cells. We describe steps for PDO culture initiation, including rinsing, gentle dissociation, Lymphoprep separation, and cell assessment, as well as seeding cells from surgical and cytobrush tissue digestion. We then provide guidance on PDO maintenance and passage and techniques for producing conditioned medium. Overall, this protocol serves as a valuable guide for establishing and maintaining cervical cancer PDOs. For complete details on the use and execution of this protocol, please refer to Colbert et al.

Mathematical Multi-Compartment Modeling Of Chronic Lymphocytic Leukemia Cell Kinetics Under Ibrutinib, Melanie Schulz, Sanne Bleser, Manouk Groels, Dragan Bošnački, Jan A Burger, Nicholas Chiorazzi, Carsten Marr

Faculty, Staff and Student Publications

The Bruton tyrosine kinase inhibitor ibrutinib is an effective treatment for patients with chronic lymphocytic leukemia (CLL). While it rapidly reduces lymph node and spleen size, it initially increases the number of lymphocytes in the blood due to cell redistribution. A previously published mathematical model described and quantified those cell kinetics. Here, we propose an alternative mechanistic model that outperforms the previous model in 26 of 29 patients. Our model introduces constant subcompartments for healthy lymphocytes and benign tissue and treats spleen and lymph nodes as separate compartments. This three-compartment model (comprising blood, spleen, and lymph nodes) performed significantly better …

Results Of The Simultaneous Combination Of Ponatinib And Blinatumomab In Philadelphia Chromosome-Positive All, Hagop Kantarjian, Nicholas J Short, Fadi G Haddad, Nitin Jain, Xuelin Huang, Guillermo Montalban-Bravo, Rashmi Kanagal-Shamanna, Tapan M Kadia, Naval Daver, Kelly Chien, Yesid Alvarado, Guillermo Garcia-Manero, Ghayas C Issa, Rebecca Garris, Cedric Nasnas, Lewis Nasr, Farhad Ravandi, Elias Jabbour

Faculty, Staff and Student Publications

Clinical trials frequently include multiple end points that mature at different times. The initial report, typically based on the primary end point, may be published when key planned co-primary or secondary analyses are not yet available. Clinical Trial Updates provide an opportunity to disseminate additional results from studies, published in JCO or elsewhere, for which the primary end point has already been reported.In this analysis, we update our experience with the chemotherapy-free regimen of blinatumomab and ponatinib in 60 patients with newly diagnosed Philadelphia chromosome (Ph)-positive ALL. At a median follow-up of 24 months, the complete molecular response rate …

Protocol For Monitoring Clonal Hematopoiesis In Transgenic Mouse Models Using Multispectral Imaging, Priyanka Khanna, Lauren B Ostermann, Shayaun Khazaei, Ran Zhao, Michael Andreeff, Rasoul Pourebrahim

Faculty, Staff and Student Publications

Clonal hematopoiesis involves the clonal expansion of hematopoietic cells, potentially progressing into hematological malignancies. Here, we present a protocol for the development and characterization of two mouse models designed to simulate clonal hematopoiesis and acute myeloid leukemia. We describe steps for model generation, monitoring clonal expansion, harvesting, fixation, and staining of bone marrow and spleen tissues. We specifically focus on the visualization and analysis of p53 mutant clonal expansions, providing a comprehensive protocol for studying these phenomena in mouse models. For complete details on the use and execution of this protocol, please refer to Pourebrahim et al.

Specifically Targeting Muc16 For Fluorescence-Guided Surgery Of Pancreatic Ductal Adenocarcinoma, Kathryn M. Muilenburg

Theses & Dissertations

Pancreatic cancer is a lethal disease with a low 5-year survival rate and a high rate of resection recurrence. However, surgery remains the only treatment with curative potential for pancreatic cancer. Many factors such as high desmoplasia, a lack of intraoperative imaging, and micrometastatic disease contribute to the high rate of incomplete resections in pancreatic cancer. Fluorescence-guided surgery (FGS) is a potential intraoperative tool for application in surgical resection. FGS works through passive or active targeting of a free dye or dye-containing moiety (e.g. antibody, peptide, and nanoparticles) to specifically fluoresce the tumor compared to the surrounding normal, fibrotic, and …

Assessing Tolerability With The Functional Assessment Of Cancer Therapy Item Gp5: Psychometric Evidence From Libretto-531, A Phase 3 Trial Of Selpercatinib In Medullary Thyroid Cancer, Antoine Regnault, Laurine Bunod, Angely Loubert, Marcia S. Brose, Lisa M. Hess, Patricia Maeda, Yan Lin, Rebecca M. Speck, Adrienne M. Gilligan, Nalin Payakachat

Department of Medical Oncology Faculty Papers

BACKGROUND: This psychometric analysis generated evidence to support the use of the Functional Assessment of Cancer Therapy item GP5 (GP5) as a measure of tolerability and confirms the appropriateness of categorizing "high side-effect burden" using a rating of 3 or 4 (score ranges 0-4) in patients with advanced/metastatic RET-mutant medullary thyroid cancer (MTC).

METHODOLOGY: Blinded, pooled interim data from the safety population (n=290) enrolled in the phase 3 LIBRETTO-531 trial (NCT04211337) were used. Intraclass correlation coefficients (ICC) were calculated for test-retest reliability using data from cycles 1-2 post-baseline. Construct validity was evaluated by examining the correlations of GP5 ratings with …

Author Correction: Single-Cell And Spatial Proteo-Transcriptomic Profiling Reveals Immune Infiltration Heterogeneity Associated With Neuroendocrine Features In Small Cell Lung Cancer, Ying Jin, Yuefeng Wu, Alexandre Reuben, Liang Zhu, Carl M Gay, Qingzhe Wu, Xintong Zhou, Haomin Mo, Qi Zheng, Junyu Ren, Zhaoyuan Fang, Teng Peng, Nan Wang, Liang Ma, Lungevity Panshi Initiative Consortium, Yun Fan, Hai Song, Jianjun Zhang, Ming Chen

Faculty, Staff and Student Publications

No abstract provided.

Deuterated Water Labeling In Ibrutinib-Treated Patients With Cll: Leukemia Cell Kinetics Correlate With Ighv, Zap-70, And Mrd, Ekaterina Kim, Shih-Shih Chen, Mariela Sivina, Hyunsoo Hwang, Xuelin Huang, Alessandra Ferrajoli, Nitin Jain, William G Wierda, Dominik Wodarz, Nicholas Chiorazzi, Jan A Burger

Faculty, Staff and Student Publications

Deuterated (“heavy”) water labeling in patients with chronic lymphocytic leukemia (CLL) demonstrates that IGHV unmutated and ZAP-70+ patients have higher blood and tissue CLL death rates on ibrutinib therapy, resulting in lower measurable residual disease levels with long-term ibrutinib treatment. This trial was registered at www.clinicaltrials.gov as #NCT01752426.

The Proteomics Of T-Cell And Early T-Cell Precursor (Etp) Acute Lymphocytic Leukemia: Prognostic Patterns In Adult And Pediatric-Etp All, Fieke W Hoff, Lourdes Sriraja, Yihua Qiu, Gaye N Jenkins, David T Teachey, Brent Wood, Meenakshi Devidas, Shaina Shockley, Mignon L Loh, Evangelia Petsalaki, Steven M Kornblau, Terzah M Horton

Faculty, Staff and Student Publications

Background: The 5-year overall survival (OS) rates of T-cell lymphocytic leukemia (T-ALL) are better for children (>90%) compared to adults (~57%). The early T-cell precursor (ETP) T-ALL subtype is prognostically unfavorable in adults, but less significant in pediatric T-ALL, and the diagnosis and prognosis of "near"-ETP is controversial. We compared protein and RNA expression patterns in pediatric and adult T-ALL to identify prognostic subgroups, and to further characterize ETP and near-ETP T-ALL in both age groups.

Methods: Protein expression was assessed using RPPA methodology for 321 target proteins in 361 T-ALL patient samples from 292 pediatrics and 69 adults, …

Enhancer Reprogramming Underlies Therapeutic Utility Of A Smarca2 Degrader In Smarca4 Mutant Cancer, Sasikumar Kotagiri, Nicholas Blazanin, Yuanxin Xi, Yanyan Han, Md Qudratullah, Xiaobing Liang, Yawen Wang, Poonam Pandey, Hira Mazhar, Truong Nguyen Lam, Anand Kamal Singh, Jing Wang, Yonathan Lissanu

Faculty, Staff and Student Publications

Genomic studies have identified frequent mutations in subunits of the SWI/SNF (switch/sucrose non-fermenting) chromatin remodeling complex including SMARCA4 and ARID1A in non-small cell lung cancer (NSCLC). Genetic evidence indicates that the paralog SMARCA2 is synthetic lethal to SMARCA4 suggesting SMARCA2 is a valuable therapeutic target. However, the discovery of selective inhibitors of SMARCA2 has been challenging. Here, we utilized structure-activity relationship (SAR) studies to develop YD23, a potent and selective proteolysis targeting chimera (PROTAC) targeting SMARCA2. Mechanistically, we show that SMARCA2 degradation induces reprogramming of the enhancer landscape in SMARCA4-mutant cells with loss of chromatin accessibility at enhancers of genes …

Breast Cancer Survivorship, Jayde Mosley, Rebecca King

Fall 2024 OTD Capstone Symposium

Activities of daily living become difficult for clients during breast cancer survivorship due to the physical and emotional alterations that take place in the body. A program will provide clients with a guide on what to expect during breast cancer survivorship. This guide will also be distributed to clients who undergo mastectomy procedures and other forms of treatment. It will provide them with information regarding dos and don’ts, symptoms, long-term effects, outreach and support groups, adaptive equipment, and more information on ways to improve their quality of life.

Utility Of Colposcopy For The Screening And Management Of Cervical Cancer In Africa: A Cross-Sectional Analysis Of Providers’ Training And Practices, Joël Fokom Domgue, Issimouha Dille, Freddy Gnangnon, Sharon Kapambwe, Celine Bouchard, Nomonde Mbatani, Elodie Gauroy, Nathalie Ledaga Ambounda, Robert Yu, Fatoumata Sidibe, Joseph Kamgno, Bangaly Traore, Pierre-Marie Tebeu, Gregory Halle-Ekane, Mohenou Isidore Diomande, Jean-Marie Dangou, Fabrice Lecuru, Isaac Adewole, Marie Plante, Partha Basu, Sanjay Shete

Faculty, Staff and Student Publications

Introduction: Cervical cancer is a public health issue in Africa with devastating socioeconomic consequences due to the lack of organized screening programs. The success of screening programs depends on the appropriate investigation and management of women who test positive for screening. Colposcopic assessment following positive screening results is a noteworthy issue in Africa. This study aimed to assess the utilization of colposcopy by providers in the region.

Methods: A cross-sectional study was conducted in 2021-2022 among healthcare providers involved in cervical cancer prevention activities in Africa. They were invited to report prior colposcopy training, whether they performed colposcopy and the …

Functional Properties Of Corticothalamic Circuits Targeting Paraventricular Thalamic Neurons, Guillermo Aquino-Miranda, Dounya Jalloul, Xu O Zhang, Sa Li, Gilbert J Kirouac, Michael Beierlein, Fabricio H Do Monte

Faculty, Staff and Student Publications

Corticothalamic projections to sensorimotor thalamic nuclei show modest firing rates and serve to modulate the activity of thalamic relay neurons. By contrast, here we find that high-order corticothalamic projections from the prelimbic (PL) cortex to the anterior paraventricular thalamic nucleus (aPVT) maintain high-frequency activity and evoke strong synaptic excitation of aPVT neurons in rats. In a significant fraction of aPVT cells, such high-frequency excitation of PL-aPVT projections leads to a rapid decay of action potential amplitudes, followed by a depolarization block (DB) that strongly limits aPVT maximum firing rates, thereby regulating both defensive and appetitive behaviors in a frequency-dependent manner. …

Transcriptomic Clustering Of Chronic Lymphocytic Leukemia: Molecular Subtypes Based On Bruton’S Tyrosine Kinase Expression Levels, Gorkem Kismali, Ganiraju Manyam, Nitin Jain, Cristina Ivan, Betty Lamothe, Mary L Ayres, Lakesla R Iles, William G Wierda, Varsha Gandhi

Faculty, Staff and Student Publications

Historically, CLL prognostication relied on disease burden, reflected in clinical stage. Later, chromosome abnormalities and genomics suggested several CLL subtypes which were aligned with response to therapy. Gene expression profiling data identified pathways associated with CLL progression. We hypothesized that transcriptome and proteome may identify functional omics associated with CLL nosology. As a test cohort, we utilized publicly available treatment-naïve CLL transcriptomics data (n = 130) and did consensus clustering that identified BTK-expression-based clusters. The BTK-High and BTK-Low clusters were validated in public and our in-house databases (n = >550 CLL patients). To associate with functional relevance, we took samples …

Comparison Of Vendor-Pretrained And Custom-Trained Deep Learning Segmentation Models For Head-And-Neck, Breast, And Prostate Cancers, Xinru Chen, Yao Zhao, Hana Baroudi, Mohammad D El Basha, Aji Daniel, Skylar S Gay, Cenji Yu, He Wang, Jack Phan, Seungtaek L Choi, Chelain R Goodman, Xiaodong Zhang, Joshua S Niedzielski, Sanjay S Shete, Laurence E Court, Zhongxing Liao, Fredrik Löfman, Peter A Balter, Jinzhong Yang

Faculty, Staff and Student Publications

Background/objectives: We assessed the influence of local patients and clinical characteristics on the performance of commercial deep learning (DL) segmentation models for head-and-neck (HN), breast, and prostate cancers.

Methods: Clinical computed tomography (CT) scans and clinically approved contours of 210 patients (53 HN, 49 left breast, 55 right breast, and 53 prostate cancer) were used to train and validate segmentation models integrated within a vendor-supplied DL training toolkit and to assess the performance of both vendor-pretrained and custom-trained models. Four custom models (HN, left breast, right breast, and prostate) were trained and validated with 30 (training)/5 (validation) HN, 34/5 left …

Characterization Of An Inorganic Powder-Based Scintillation Detector Under A Uhdr Electron Beam, Daline Tho, Sam Beddar

Faculty, Staff and Student Publications

(1) Background: Ultra-high dose rate (UHDR) radiation therapy needs a reliable dosimetry solution and scintillation detectors are promising candidates. In this study, we characterized an inorganic powder-based scintillation detector under a 9 MeV UHDR electron beam. (2) Methods: A mixture of ZnS:Ag powder and optic glue was coupled to an 8 m Eska GH-4001-P polymethyl methacrylate (PMMA) optical fiber. We evaluated the dependence of the detector on dose per pulse (DPP), pulse repetition frequency (PRF), and pulse width (PW). Additionally, we determined the stability and the reproducibility of the detector. (3) Results: The signal ratio between the PMMA clear optical …

Characterization Of An Inorganic Powder-Based Scintillation Detector Under A Uhdr Electron Beam, Daline Tho, Sam Beddar

Faculty, Staff and Student Publications

Background: Ultra-high dose rate (UHDR) radiation therapy needs a reliable dosimetry solution and scintillation detectors are promising candidates. In this study, we characterized an inorganic powder-based scintillation detector under a 9 MeV UHDR electron beam.

Methods: A mixture of ZnS:Ag powder and optic glue was coupled to an 8 m Eska GH-4001-P polymethyl methacrylate (PMMA) optical fiber. We evaluated the dependence of the detector on dose per pulse (DPP), pulse repetition frequency (PRF), and pulse width (PW). Additionally, we determined the stability and the reproducibility of the detector.

Results: The signal ratio between the PMMA clear optical fiber and the …

Decoding Ras Mutations In Thyroid Cancer: A Meta-Analysis Unveils Specific Links To Distant Metastasis And Increased Mortality, Isabel Riccio, Alexandra Laforteza, Madeleine B. Landau, Mohammad H. Hussein, Joshua Linhuber, Jonathan Staav, Peter P. Issa, Eman A. Toraih, Emad Kandil

School of Medicine Faculty Publications

Background/objectives: RAS mutations are common in thyroid cancer, but their impact on clinical outcomes remains controversial. This study aimed to evaluate the prevalence of RAS mutations in thyroid cancer and their association with various clinical and pathological features. Methods: We conducted a systematic review and meta-analysis of studies reporting on RAS mutations in thyroid cancer. Both one-arm and pairwise meta-analyses were performed to compare outcomes between RAS-mutated (RAS+) and wild-type (RAS-) thyroid cancers. Results: Our analysis included 2552 thyroid cancer patients from 17 studies. The overall prevalence of RAS mutations was 35.4 % (95 % CI: 22.7 %–50.7 %). NRAS …

Blinatumomab Maintenance After Allogeneic Hematopoietic Cell Transplantation For B-Lineage Acute Lymphoblastic Leukemia, Yuanxin Wang, Merve Dede, Vakul Mohanty, Jinzhuang Dou, Ziyi Li, Ken Chen

Faculty, Staff and Student Publications

Decoding cellular state transitions is crucial for understanding complex biological processes in development and disease. While recent advancements in single-cell RNA sequencing (scRNA-seq) offer insights into cellular trajectories, existing tools primarily study expressional rather than regulatory state shifts. We present CellTran, a statistical approach utilizing paired-gene expression correlations to detect transition cells from scRNA-seq data without explicitly resolving gene regulatory networks. Applying our approach to various contexts, including tissue regeneration, embryonic development, preinvasive lesions, and humoral responses post-vaccination, reveals transition cells and their distinct gene expression profiles. Our study sheds light on the underlying molecular mechanisms driving cellular state transitions, …