Digital Commons Network^™

Integrative Prognostic Machine Learning Models In Mantle Cell Lymphoma, Holly A Hill, Preetesh Jain, Chi Young Ok, Koji Sasaki, Han Chen, Michael L Wang, Ken Chen

Faculty, Staff and Student Publications

Patients with mantle cell lymphoma (MCL), an incurable B-cell malignancy, benefit from accurate pretreatment disease stratification. We curated an extensive database of 862 patients diagnosed between 2014 and 2022. A machine learning (ML) gradient-boosted model incorporated baseline features from clinicopathologic, cytogenetic, and genomic data with high predictive power discriminating between patients with indolent or responsive MCL and those with aggressive disease (AUC ROC = 0.83). In addition, we utilized the gradient-boosted framework as a robust feature selection method for multivariate logistic and survival modeling. The best ML models incorporated features from clinical and genomic data types highlighting the need for …

Polypharmacy And Prescription Medication Use In A Population-Based Sample Of Adolescent And Young Adult Cancer Survivors, Andrea C Betts, Caitlin C Murphy, L Aubree Shay, Bijal A Balasubramanian, Christine Markham, Marlyn Allicock

Faculty, Staff and Student Publications

PURPOSE: We examined prescription medication use and identified correlates of polypharmacy-taking multiple medications-in adolescent and young adult cancer survivors (AYAs), who experience early-onset chronic conditions.

METHODS: Our cross-sectional study pooled data (2008-2017) from the national Medical Expenditure Panel Survey. We estimated prevalence of polypharmacy (≥ 5 unique prescription medications over an approximate 1-year period) in AYAs (age 18-39 years with a history of cancer) and age- and sex-matched controls, overall and by sociodemographics, clinical factors, and health indicators. We compared survivors' and controls' medication use across therapeutic classes. To identify correlates of polypharmacy among AYAs, we included factors with p …

An Updated Report On The Prevalence Of Prior Cancer Among Persons Newly Diagnosed With Cancer In The Surveillance, Epidemiology, And End Results Program, Caitlin C Murphy, Guillermo A Tortolero, David E Gerber, Sandi L Pruitt

Faculty, Staff and Student Publications

This cohort study uses population-based data from the National Cancer Institute Surveillance, Epidemiology, and End Results program of cancer registries to estimate prevalence of prior cancer among adults diagnosed with an incident cancer in 2019.

Parent-Reported Clinical Utility Of Pediatric Genomic Sequencing, Hadley Stevens Smith, Bart S Ferket, Bruce D Gelb, Lucia Hindorff, Kathleen D Ferar, Mary E Norton, Nuriye Sahin-Hodoglugil, Anne Slavotinek, Kristen Hasmiller Lich, Jonathan S Berg, Heidi V Russell

Faculty, Staff and Student Publications

BACKGROUND AND OBJECTIVES: Genomic sequencing (GS) is increasingly used for diagnostic evaluation, yet follow-up care is not well understood. We assessed clinicians' recommendations after GS, parent-reported follow-up, and actions parents initiated in response to learning their child's GS results.

METHODS: We surveyed parents of children who received GS through the Clinical Sequencing Evidence Generating Research consortium ∼5 to 7 months after return of results. We compared the proportion of parents who reported discussing their child's result with a clinician, clinicians' recommendations, and parents' follow-up actions by GS result type using χ2 tests.

RESULTS: A total of 1188 respondents completed survey …

Effects Of Immunosuppressive Treatment On Patient Outcomes After Immune Checkpoint Inhibitor-Related Gastrointestinal Toxicity, Malek Shatila, Weijie Ma, Yantong Cui, Sidra Naz, Anusha S Thomas, Enrico N De Toni, Helga-Paula Török, Najib Ben Khaled, Mehmet Altan, Bryan Schneider, Yinghong Wang

Faculty, Staff and Student Publications

Purpose: Immune checkpoint inhibitors (ICIs) are increasingly used in the treatment of certain cancers but cause immune-related adverse events (irAEs). Gastrointestinal irAEs may necessitate extended periods of steroid use and the initiation of selective immunosuppressive therapy (SIT) which could theoretically counteract the effect of ICIs. In this study, we aim to explore the impact of immunosuppression use and duration on cancer progression and progression-free survival (PFS).

Methods: This is a single-center retrospective review exploring cancer outcomes in patients taking ICIs who developed gastrointestinal irAEs within 1 year of ICI initiation. Cancer outcome and progression free survival (PFS) were measured and …

Vincristine Enhances The Efficacy Of Mek Inhibitors In Preclinical Models Of Kras-Mutant Colorectal Cancer, Susmita Ghosh, Fan Fan, Reid T Powell, Jason Roszik, Yong Sung Park, Clifford Stephan, Manu Sebastian, Lin Tan, Alexey V Sorokin, Philip L Lorenzi, Scott Kopetz, Lee M Ellis, Rajat Bhattacharya

Faculty, Staff and Student Publications

Mutations in KRAS are found in more than 50% of tumors from patients with metastatic colorectal cancer (mCRC). However, direct targeting of most KRAS mutations is difficult; even the recently developed KRASG12C inhibitors failed to show significant benefit in patients with mCRC. Single agents targeting mitogen-activated protein kinase kinase (MEK), a downstream mediator of RAS, have also been ineffective in colorectal cancer. To identify drugs that can enhance the efficacy of MEK inhibitors, we performed unbiased high-throughput screening using colorectal cancer spheroids. We used trametinib as the anchor drug and examined combinations of trametinib with the NCI-approved Oncology Library version …

Zeb1 Is Regulated By K811 Acetylation To Promote Stability, Nurd Complex Interactions, Emt, And Nsclc Metastasis, Mabel Perez-Oquendo, Roxsan Manshouri, Yanhua Tian, Jared J Fradette, B Leticia Rodriguez, Samrat T Kundu, Don L Gibbons

Faculty, Staff and Student Publications

Epithelial-to-mesenchymal transition results in loss of specialized epithelial cell contacts and acquisition of mesenchymal invasive capacity. The transcription repressor zinc finger E-box-binding homeobox 1 (ZEB1) binds to E-boxes of gene promoter regions to suppress the expression of epithelial genes. ZEB1 has inconsistent molecular weights, which have been attributed to posttranslational modifications (PTM). We performed mass spectrometry and identified K811 acetylation as a novel PTM in ZEB1. To define the role of ZEB1 acetylation in regulating function, we generated ZEB1 acetyl-mimetic (K811Q) and acetyl-deficient (K811R) mutant-expressing non-small cell lung cancer cell lines (NSCLC). We demonstrate that the K811R ZEB1 (125 kDa) …

Myelodysplastic Syndromes: 2023 Update On Diagnosis, Risk-Stratification, And Management, Guillermo Garcia-Manero

Faculty, Staff and Student Publications

Disease overview: The myelodysplastic syndromes (MDS) are a very heterogeneous group of myeloid disorders characterized by peripheral blood cytopenias and increased risk of transformation to acute myelogenous leukemia (AML). MDS occurs more frequently in older males and in individuals with prior exposure to cytotoxic therapy.

Diagnosis: Diagnosis of MDS is based on morphological evidence of dysplasia upon visual examination of a bone marrow aspirate and biopsy. Information obtained from additional studies such as karyotype, flow cytometry, and molecular genetics is usually complementary and may help refine diagnosis. A new WHO classification of MDS was proposed in 2022. Under this classification, …

Rewiring Cancer Drivers To Activate Apoptosis, Sai Gourisankar, Andrey Krokhotin, Wenzhi Ji, Xiaofan Liu, Chiung-Ying Chang, Samuel H Kim, Zhengnian Li, Wendy Wenderski, Juste M Simanauskaite, Haopeng Yang, Hannes Vogel, Tinghu Zhang, Michael R Green, Nathanael S Gray, Gerald R Crabtree

Faculty, Staff and Student Publications

Genes that drive the proliferation, survival, invasion and metastasis of malignant cells have been identified for many human cancers1-4. Independent studies have identified cell death pathways that eliminate cells for the good of the organism5,6. The coexistence of cell death pathways with driver mutations suggests that the cancer driver could be rewired to activate cell death using chemical inducers of proximity (CIPs). Here we describe a new class of molecules called transcriptional/epigenetic CIPs (TCIPs) that recruit the endogenous cancer driver, or a downstream transcription factor, to the promoters of cell death genes, thereby activating their expression. We focused on diffuse …

Divergent Structures Of Mammalian And Gammaherpesvirus Uracil Dna Glycosylases Confer Distinct Dna Binding And Substrate Activity, Yunxiang Mu, Monika A Zelazowska, Zaowen Chen, Joshua B Plummer, Qiwen Dong, Laurie T Krug, Kevin M Mcbride

Faculty, Staff and Student Publications

Uracil DNA glycosylase (UNG) removes mutagenic uracil base from DNA to initiate base excision repair (BER). The result is an abasic site (AP site) that is further processed by the high-fidelity BER pathway to complete repair and maintain genome integrity. The gammaherpesviruses (GHVs), human Kaposi sarcoma herpesvirus (KSHV), Epstein-Barr virus (EBV), and murine gammaherpesvirus 68 (MHV68) encode functional UNGs that have a role in viral genome replication. Mammalian and GHVs UNG share overall structure and sequence similarity except for a divergent amino-terminal domain and a leucine loop motif in the DNA binding domain that varies in sequence and length. To …

Probiotic-Derived Ecto-5'-Nucleotidase Produces Anti-Inflammatory Adenosine Metabolites In Treg-Deficient Scurfy Mice, Yuying Liu, Shabba A Armbrister, Beanna Okeugo, Tingting W Mills, Rhea C Daniel, Jee-Hwan Oh, Jan-Peter Van Pijkeren, Evelyn S Park, Zeina M Saleh, Sharmistha Lahiri, Stefan Roos, Jmarc Rhoads

Faculty, Staff and Student Publications

Probiotic Limosilactobacillus reuteri DSM 17938 (DSM 17938) prolongs the survival of Treg-deficient scurfy (SF) mice and reduces multiorgan inflammation by a process requiring adenosine receptor 2A (A2A) on T cells. We hypothesized that L. reuteri-derived ecto-5'-nucleotidase (ecto-5'NT) activity acts to generate adenosine, which may be a central mediator for L. reuteri protection in SF mice. We evaluated DSM 17938-5'NT activity and the associated adenosine and inosine levels in plasma, gut, and liver of SF mice. We examined orally fed DSM 17938, DSM 17938Δ5NT (with a deleted 5'NT gene), and DSM 32846 (BG-R46) (a naturally selected strain derived from DSM 17938). …

Predicting Severity Of Radiation Induced Lymphopenia In Individual Proton Therapy Patients For Varying Dose Rate And Fractionation Using Dynamic 4-Dimensional Blood Flow Simulations, Lucas Mccullum, Jungwook Shin, Stella Xing, Chris Beekman, Jan Schuemann, Theodore Hong, Dan Duda, Radhe Mohan, Steven H Lin, Camilo M Correa-Alfonso, Sean Domal, Julia Withrow, Wesley Bolch, Harald Paganetti, Clemens Grassberger

Faculty, Staff and Student Publications

PURPOSE: Radiation-induced lymphopenia has gained attention recently as the result of its correlation with survival in a range of indications, particularly when combining radiation therapy (RT) with immunotherapy. The purpose of this study is to use a dynamic blood circulation model combined with observed lymphocyte depletion in patients to derive the in vivo radiosensitivity of circulating lymphocytes and study the effect of RT delivery parameters.

METHODS AND MATERIALS: We assembled a cohort of 17 patients with hepatocellular carcinoma treated with proton RT alone in 15 fractions (fx) using conventional dose rates (beam-on time [BOT], 120 seconds) for whom weekly absolute …

Low-Grade Intestinal Inflammation Two Decades After Pelvic Radiotherapy, Sravani Devarakonda, Annika Thorsell, Per Hedenström, Azar Rezapour, Lisen Heden, Sanghita Banerjee, Malin E V Johansson, George Birchenough, Amelie Toft Morén, Karin Gustavsson, Viktor Skokic, Victor L Pettersson, Fei Sjöberg, Marie Kalm, Mohammad Al Masri, Michaela Ekh, Henrik Fagman, Mats Wolving, Rosie Perkins, Rodrigo A Morales, Francisca Castillo, Eduardo J Villablanca, Ulf Yrlid, Karin Bergmark, Gunnar Steineck, Cecilia Bull

Faculty, Staff and Student Publications

BACKGROUND: Radiotherapy is effective in the treatment of cancer but also causes damage to non-cancerous tissue. Pelvic radiotherapy may produce chronic and debilitating bowel symptoms, yet the underlying pathophysiology is still undefined. Most notably, although pelvic radiotherapy causes an acute intestinal inflammation there is no consensus on whether the late-phase pathophysiology contains an inflammatory component or not. To address this knowledge gap, we examined the potential presence of a chronic inflammation in mucosal biopsies from irradiated pelvic cancer survivors.

METHODS: We biopsied 24 cancer survivors two to 20 years after pelvic radiotherapy, and four non-irradiated controls. Using tandem mass tag …

Tp53 Gain-Of-Function Mutation Modulates The Immunosuppressive Microenvironment In Non-Hpv-Associated Oral Squamous Cell Carcinoma, Yewen Shi, Xiaoyong Ren, Shaolong Cao, Xi Chen, Bo Yuan, Fabio Henrique Brasil Da Costa, Alanis E Rodriguez Rosario, Arnoldo Corona, Chieko Michikawa, Ratna Veeramachaneni, Abdullah A Osman, Tongxin Xie, Wenyi Wang, Andrew G Sikora, Jeffrey N Myers, Roberto Rangel

Faculty, Staff and Student Publications

BACKGROUND: TP53, the most mutated gene in solid cancers, has a profound impact on most hallmarks of cancer. Somatic TP53 mutations occur in high frequencies in head and neck cancers, including oral squamous cell carcinoma (OSCC). Our study aims to understand the role of TP53 gain-of-function mutation in modulating the tumor immune microenvironment (TIME) in OSCC.

METHODS: Short hairpin RNA knockdown of mutant p53R172H in syngeneic oral tumors demonstrated changes in tumor growth between immunocompetent and immunodeficient mice. HTG EdgeSeq targeted messenger RNA sequencing was used to analyze cytokine and immune cell markers in tumors with inactivated mutant p53R172H …

Role Of Circulating Mitochondria In Venous Thrombosis In Glioblastoma, Ricardo Gonzalez-Delgado, Nina M Muñoz, Wendolyn Carlos-Alcalde, Min Soon Cho, Hani Lee, Jeff Jin, Victoria Serpas, Olga Gorlova, Rahul A Sheth, Vahid Afshar-Kharghan

Faculty, Staff and Student Publications

Background: Many patients with glioblastoma multiforme (GBM) develop deep venous thrombosis or pulmonary emboli. Cell-free circulating mitochondria increase after brain injury and are associated with coagulopathy.

Objectives: This study evaluated whether mitochondria play a role in the GBM-induced hypercoagulable state.

Methods: We examined the correlation between cell-free circulating mitochondria and venous thrombosis in patients with GBM and the impact of mitochondria on venous thrombosis in mice with inferior vena cava stenosis.

Results: Using plasma samples of 82 patients with GBM, we found that patients with GBM had a higher number of mitochondria in their plasma (GBM with venous thromboembolism [VTE],: …

Outcomes Of Young Adults (Aged ≤ 40 Years) With Newly Diagnosed Multiple Myeloma After Up-Front Autologous Stem Cell Transplant, Oren Pasvolsky, Curtis Marcoux, Denái R Milton, Mark R Tanner, Qaiser Bashir, Samer Srour, Neeraj Saini, Paul Lin, Jeremy Ramdial, Yago Nieto, Hans C Lee, Krina K Patel, Partow Kebriaei, Priti Tewari, Lindsay Crawford-Suber, Sheeba K Thomas, Donna M Weber, Robert Z Orlowski, Elizabeth J Shpall, Richard E Champlin, Muzaffar H Qazilbash

Faculty, Staff and Student Publications

Multiple myeloma (MM) primarily affects older patients. There are scarce data on the outcomes of young adults undergoing autologous transplantation (auto-HCT). In this single-centre analysis, we included 117 younger patients, with a median age of 37 years (range 22-40) at transplant. Seventeen (15%) patients had high-risk cytogenetics. Before transplant, 10% of patients achieved ≥CR and 44% achieved ≥VGPR. At best post-transplant response, 56% and 77% of patients achieved ≥CR and ≥VGPR respectively. With a median follow-up for survivors of 72.6 months (range 0.9-238.0), median PFS and OS were 43.1 months (95% CI 31.2-65.0) and 146.6 months (95% CI 100.0-208.1) respectively. …

A Review Of A Strategic Roadmapping Exercise To Advance Clinical Translation Of Photoacoustic Imaging: From Current Barriers To Future Adoption, Hisham Assi, Rui Cao, Madhura Castelino, Ben Cox, Fiona J Gilbert, Janek Gröhl, Kurinchi Gurusamy, Lina Hacker, Aoife M Ivory, James Joseph, Ferdinand Knieling, Martin J Leahy, Ledia Lilaj, Srirang Manohar, Igor Meglinski, Carmel Moran, Andrea Murray, Alexander A Oraevsky, Mark D Pagel, Manojit Pramanik, Jason Raymond, Mithun Kuniyil Ajith Singh, William C Vogt, Lihong Wang, Shufan Yang, Members Of Ipasc, Sarah E Bohndiek

Faculty, Staff and Student Publications

Photoacoustic imaging (PAI), also referred to as optoacoustic imaging, has shown promise in early-stage clinical trials in a range of applications from inflammatory diseases to cancer. While the first PAI systems have recently received regulatory approvals, successful adoption of PAI technology into healthcare systems for clinical decision making must still overcome a range of barriers, from education and training to data acquisition and interpretation. The International Photoacoustic Standardisation Consortium (IPASC) undertook an community exercise in 2022 to identify and understand these barriers, then develop a roadmap of strategic plans to address them. Here, we outline the nature and scope of …

Association Of Patient-Reported Health-Related Quality Of Life With Physician-Reported Toxicities In Adolescents And Young Adults Receiving Radiation Therapy For Cancer, Kelsey L Corrigan, Bryce B Reeve, John M Salsman, Elizabeth J Siembida, Grace L Smith, Maria C Swartz, Kamaria L Lee, Faraz Afridi, Lauren M Andring, Andrew J Bishop, Jillian R Gunther, J Andrew Livingston, Susan K Peterson, Susan K Parsons, Michael Roth

Faculty, Staff and Student Publications

PURPOSE: Radiation therapy (RT) may cause toxicities in adolescents and young adults (AYAs, age 15-39 years) with cancer. However, the range of RT-related toxicities in AYAs and the affect on health-related quality of life (HRQOL) has not been well studied. We performed a cross-sectional study in AYAs with cancer who received RT to identify RT-related toxicities and examine their impact on HRQOL.

MATERIALS AND METHODS: A total of 178 AYAs received RT and completed PROMIS HRQOL instruments from 2018 to 2022. Acute and late physician-graded Common Terminology Criteria for Adverse Events RT-related toxicities were extracted and described. Multivariable linear regression …

Long-Term Patient-Reported Outcomes In A Population-Based Cohort Following Radiotherapy Vs Surgery For Oropharyngeal Cancer, Michael J Dohopolski, Kevin Diao, Katherine A Hutcheson, Neil S Akhave, Ryan P Goepfert, Weiguo He, Xiudong Jennifer Lei, Susan K Peterson, Yu Shen, Baran D Sumer, Benjamin D Smith, David J Sher

Faculty, Staff and Student Publications

IMPORTANCE: Oncologic outcomes are similar for patients with oropharyngeal squamous cell carcinoma (OPSCC) treated with primary surgery or radiotherapy. However, comparative differences in long-term patient-reported outcomes (PROs) between modalities are less well established.

OBJECTIVE: To determine the association between primary surgery or radiotherapy and long-term PROs.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study used the Texas Cancer Registry to identify survivors of OPSCC treated definitively with primary radiotherapy or surgery between January 1, 2006, and December 31, 2016. Patients were surveyed in October 2020 and April 2021.

EXPOSURES: Primary radiotherapy and surgery for OPSCC.

MAIN OUTCOMES AND MEASURES: Patients completed …

Prame And Lef1 In Combined Deep Penetrating Nevus And Combined Blue Nevus: Utility And Pitfall, Kaitlin Vanderbeck, Aimi T Rothrock, Woo Cheal Cho, Priyadharsini Nagarajan, Phyu P Aung, Courtney Hudgens, Roland L Bassett, Doina Ivan, Victor G Prieto, Jonathan L Curry, Carlos A Torres-Cabala

Faculty, Staff and Student Publications

Deep penetrating nevi (DPN), particularly those showing combined features, or combined deep penetrating nevi (CDPN), may show histopathological resemblance to blue nevus (BN) and melanoma. Preferentially Expressed Antigen in MElanoma (PRAME) is a marker that helps distinguish melanoma from benign melanocytic lesions. Lymphoid enhancer-binding factor 1 (LEF1) has been proposed to be used in conjunction with β-catenin for diagnosis of DPN. The immunohistochemical expression of PRAME and LEF1 was evaluated in 10 DPN (including 6 CDPN and 2 DPN-like proliferations with atypical features), 16 BN (including combined and cellular BN), and 2 melanomas with features of DPN or BN. PRAME …

The Initial Age-Associated Decline In Early T-Cell Progenitors Reflects Fewer Pre-Thymic Progenitors And Altered Signals In The Bone Marrow And Thymus Microenvironments, Jayashree Srinivasan, Anusha Vasudev, Carolyn Shasha, Hilary J Selden, Encarnacion Perez, Bonnie Lafleur, Shripad A Sinari, Andreas Krueger, Ellen R Richie, Lauren I R Ehrlich

Faculty, Staff and Student Publications

Age-related thymus involution results in decreased T-cell production, contributing to increased susceptibility to pathogens and reduced vaccine responsiveness. Elucidating mechanisms underlying thymus involution will inform strategies to restore thymopoiesis with age. The thymus is colonized by circulating bone marrow (BM)-derived thymus seeding progenitors (TSPs) that differentiate into early T-cell progenitors (ETPs). We find that ETP cellularity declines as early as 3 months (3MO) of age in mice. This initial ETP reduction could reflect changes in thymic stromal niches and/or pre-thymic progenitors. Using a multicongenic progenitor transfer approach, we demonstrate that the number of functional TSP/ETP niches does not diminish with …

Fibroblast-Derived Pi16 Sustains Inflammatory Pain Via Regulation Of Cd206+ Myeloid Cells, Rachelle Garrity, Neha Arora, Md Areeful Haque, Drew Weis, Ronnie T Trinh, Sanjay V Neerukonda, Susmita Kumari, Ibdanelo Cortez, Eroboghene E Ubogu, Rajasekaran Mahalingam, Diana Tavares-Ferreira, Theodore J Price, Annemieke Kavelaars, Cobi J Heijnen, Andrew J Shepherd

Faculty, Staff and Student Publications

Originally identified in fibroblasts, Protease Inhibitor (PI)16 was recently shown to be crucial for the development of neuropathic pain via effects on blood-nerve barrier permeability and leukocyte infiltration, though its impact on inflammatory pain has not been established. Using the complete Freund’s Adjuvant inflammatory pain model, we show that Pi16-/- mice are protected against sustained inflammatory pain. Accordingly, intrathecal delivery of a PI16 neutralizing antibody in wild-type mice prevented sustained CFA pain. In contrast to neuropathic pain models, we did not observe any changes in blood-nerve barrier permeability due to PI16 deletion. Instead, Pi16-/- mice display reduced macrophage density …

The Influence Of Political Ideology On Awareness Of Hpv And Hpv Vaccine Among Adults In The United States, Onyema Greg Chido-Amajuoyi, Henry Onyeaka, Hermioni Amonoo, Sanjay Shete

Faculty, Staff and Student Publications

This study aimed to investigate the association between political ideology and awareness of HPV and HPV vaccine among US adults. Study data were derived from Health Information National Trends Survey 5 Cycle 4, a 2020 cross-sectional survey of US adults. Multivariable logistic regressions were conducted to examine the association between political ideology with HPV and HPV vaccine awareness. A total of 3418 adults participated in the study, with the majority being non-Hispanic White individuals and women. The results showed that 66.1% and 62.3% of the participants were aware of HPV and HPV vaccine, respectively. A total of 36.9%, 29.7% and …

Individual, Systemic And State Factors Associated With Provider Recommendation Of Hpv Vaccination: Findings From Nis-Teen, 2020, Ikponmwosa Osaghae, Monalisa Chandra, Rajesh Talluri, Sanjay Shete

Faculty, Staff and Student Publications

The most important determinant of HPV vaccination uptake is healthcare provider recommendation, yet not all eligible patients receive HPV vaccination recommendations. We used data from the 2020 National Immunization Survey-Teen to determine individual, systemic, and state factors associated with provider recommendation of HPV vaccination. A total of 18,534 teens were included, with 81.4% receiving provider recommendations for HPV vaccination. HPV vaccination recommendation was higher among females compared to males (AOR: 1.57; 95% CI: 1.27-1.93), teens who received a well-child exam at 11 or 12 years compared to those who did not (AOR: 2.10; 95% CI: 1.61-2.74), and teens whose mothers …

Gwas-Identified Telomere Length Associated Genetic Variants Predict Risk Of Recurrence Of Hpv-Positive Oropharyngeal Cancer After Definitive Radiotherapy, Peng Sun, Peng Wei, Hongliang Liu, Jia Wu, Neil D Gross, Andrew G Sikora, Qingyi Wei, Sanjay Shete, Mark E Zafereo, Jisheng Liu, Guojun Li

Faculty, Staff and Student Publications

Background: Lymphocyte telomere length (LTL)-related genetic variants may modulate LTL and affect recurrence of squamous cell carcinoma of the oropharynx (SCCOP).

Methods: A total of 1013 patients with incident SCCOP were recruited and genotyped for 16 genome-wide association study (GWAS)-identified TL-related polymorphisms. Of these patients, 489 had tumour HPV16 status determination. Univariate and multivariate analyses were performed to evaluate associations.

Findings: Of the 16 TL-related polymorphisms, four were significantly associated with LTL: rs1920116, rs3027234, rs6772228, and rs11125529, and the patients with putatively favourable genotypes had approximately 1.5-3 times the likelihood of shorter LTL compared with patients with the corresponding risk …

Mpla Case: I Didn't Realize Those Were The Expectations!, Samantha J Simiele, Serdar Charyyev, Liyong Lin, Leonard Kim, Dongxu Wang, Mary P Gronberg

Faculty, Staff and Student Publications

This work of fiction is part of a case study series developed by the Medical Physics Leadership Academy (MPLA). It is intended to facilitate the discussion of how students and advisors can better communicate expectations and navigate difficult conversations. In this case, a fourth-year Ph.D. student Emma learns that her advisor Dr. So is leaving the institution and has not arranged to bring any students with him. As Emma and Dr. So meet to discuss Emma's next steps, the conversation reveals misunderstandings and miscommunications of expectations, including a specific publication requirement for graduation from Dr. So. Having just learned of …

Cell-Type-Specific Prediction Of 3d Chromatin Organization Enables High-Throughput In Silico Genetic Screening, Jimin Tan, Nina Shenker-Tauris, Javier Rodriguez-Hernaez, Eric Wang, Theodore Sakellaropoulos, Francesco Boccalatte, Palaniraja Thandapani, Jane Skok, Iannis Aifantis, David Fenyö, Bo Xia, Aristotelis Tsirigos

Faculty, Staff and Student Publications

Investigating how chromatin organization determines cell-type-specific gene expression remains challenging. Experimental methods for measuring three-dimensional chromatin organization, such as Hi-C, are costly and have technical limitations, restricting their broad application particularly in high-throughput genetic perturbations. We present C.Origami, a multimodal deep neural network that performs de novo prediction of cell-type-specific chromatin organization using DNA sequence and two cell-type-specific genomic features-CTCF binding and chromatin accessibility. C.Origami enables in silico experiments to examine the impact of genetic changes on chromatin interactions. We further developed an in silico genetic screening approach to assess how individual DNA elements may contribute to chromatin organization and …

Blastoid And Pleomorphic Mantle Cell Lymphoma Demonstrate Distinct Clinicopathologic And Genetic Features, Mahsa Khanlari, Huan Mo, Do Hwan Kim, Ali Sakhdari, Ken H Young, Preetesh Jain, Michael Wang, Shaoying Li, Rashmi Kanagal-Shamanna, Roberto N Miranda, Francisco Vega, L Jeffrey Medeiros, Chi Young Ok

Faculty, Staff and Student Publications

The blastoid (B) and pleomorphic (P) variants of mantle cell lymphoma (MCL) are associated with aggressive clinical behavior. In this study, we collected 102 cases of B-MCL and P-MCL from untreated patients. We reviewed clinical data, analyzed morphologic features using an image analysis tool (ImageJ) and we assessed mutational and gene expression profiles. The chromatin pattern of lymphoma cells was assessed quantitatively by the pixel value. Cases of B-MCL showed a greater median pixel value with lower variation compared with P-MCL, indicating a homogeneously euchromatin-rich pattern in B-MCL. In addition, the Feret diameter of the nuclei was significantly smaller (median …

Clinical, Endoscopic, And Histopathologic Gastrointestinal Disease In An American Cohort With Behçet's Disease, Bryan F Curtin, Kareen L Hill, Sumona Bhattacharya, Astin Powers, Aradhana Venkatesan, Preet Bagi, Elizabeth Joyal, Meghna Alimchandani, Raphaela Goldbach-Mansky, Peter Grayson, Martha Quezado, Cailin Sibley, Theo Heller

Faculty, Staff and Student Publications

INTRODUCTION: Behçet's disease (BD) is a chronic systemic vasculitis characterized by oral and genital ulcers, uveitis, and skin lesions. Patients with BD may develop gastrointestinal (GI) disease; however, characterization of GI disease in American cohorts is lacking. In this article, we present clinical, endoscopic, and histopathologic GI findings in an American cohort of patients with BD.

METHODS: Patients with established BD were evaluated prospectively at the National Institutes of Health. Demographic and clinical data were collected including BD manifestations and GI symptoms. Endoscopy with histopathologic sampling was performed for both clinical and research indications with written consent.

RESULTS: Eighty-three patients …

Prospective Evaluation Of In Vivo And Phantom Repeatability And Reproducibility Of Diffusion-Weighted Mri Sequences On 15 T Mri-Linear Accelerator (Mr-Linac) And Mr Simulator Devices For Head And Neck Cancers, Brigid A Mcdonald, Travis Salzillo, Samuel Mulder, Sara Ahmed, Alex Dresner, Kathryn Preston, Renjie He, John Christodouleas, Abdallah S R Mohamed, Marielle Philippens, Petra Van Houdt, Daniela Thorwarth, Jihong Wang, Amita Shukla Dave, Michael Boss, Clifton D Fuller

Faculty, Staff and Student Publications

INTRODUCTION: Diffusion-weighted imaging (DWI) on MRI-linear accelerator (MR-linac) systems can potentially be used for monitoring treatment response and adaptive radiotherapy in head and neck cancers (HNC) but requires extensive validation. We performed technical validation to compare six total DWI sequences on an MR-linac and MR simulator (MR sim) in patients, volunteers, and phantoms.

METHODS: Ten human papillomavirus-positive oropharyngeal cancer patients and ten healthy volunteers underwent DWI on a 1.5 T MR-linac with three DWI sequences: echo planar imaging (EPI), split acquisition of fast spin echo signals (SPLICE), and turbo spin echo (TSE). Volunteers were also imaged on a 1.5 T …