Medical Specialties Commons^™

Uveal Melanoma Causing Iridodialysis: Tip Of The Iceberg, Deepthi E. Kurian, Konica Singla, Carol L. Shields

Wills Eye Hospital Papers

No abstract provided.

Evaluation Of A Novel Lupus Anticoagulant Assay Designed To Reduce False Positive Results Due To Anticoagulation: A Retrospective Study At A Single Health System, Jessica D. Anderson, Tamara Sabih, Yuying Xing, Lili Zhao, Marc D. Smith

Conference Presentation Abstracts

Introduction: Lupus anticoagulants (LA) are antibodies directed against phospholipids/phospholipid-protein complexes involved in coagulation and are associated with thrombotic events and recurrent fetal loss. There is no gold standard test for LA, therefore at least two LA-specific tests are recommended before excluding LA. Potential testing methods involve dilute Russell viper venom time (dRVVT) and hexagonal phase phospholipid assays (HPPA); however, many of these tests are susceptible to interference with anticoagulant therapy which can lead to false positive results. In this study, we compared the performance of our current HPPA, StaClot LA (SCLA), with a novel assay reported to have relatively minimal …

Hospitalizations Among Adults With Ckd In Public Renal Specialty Practices: A Retrospective Study From Queensland, Australia, Vishal Diwan, Wendy E Hoy, Zaimin Wang, Jianzhen Zhang, Anne Cameron, Sree K Venuthurupalli, Robert G Fassett, Samuel Chan, Helen G Healy, Ken-Soon Tan, Richard Baer, Andrew J Mallett, Nicholas Gray, Murty Mantha, Roy Cherian, Clyson Mutatiri, Krishan Madhan, George Kan, Geoffrey Mitchell, Shahadat Hossain, Danielle Wu, Thin Han, Adrian Kark, Thomas Titus, Dwarakanatan Ranganathan, Ann Bonner, Sridevi Govindarajulu, Nhmrc Ckd.Cre And The Ckd.Qld Collaborative

Faculty, Staff and Student Publications

RATIONALE & OBJECTIVE: Little is known about hospital admissions in nondialysis patients with chronic kidney disease (CKD) before death or starting kidney replacement therapy (KRT).

STUDY DESIGN: Retrospective observational cohort study.

SETTING & PARTICIPANTS: Hospitalizations among 7,201 patients with CKD from 10 public renal clinics in Queensland (QLD), enrolled in the CKD.QLD registry starting in May 2011, were followed for 25,496.34 person-years until they started receiving KRT or died, or until June 30, 2018.

PREDICTORS: Demographic and clinical characteristics of patients with CKD.

OUTCOMES: Hospital admissions.

ANALYTICAL APPROACH: We evaluated the association of demographic and clinical features with hospitalizations, length …

Efficient Targeted Learning Of Heterogeneous Treatment Effects For Multiple Subgroups, Waverly Wei, Maya Petersen, Mark J Van Der Laan, Zeyu Zheng, Chong Wu, Jingshen Wang

Faculty, Staff and Student Publications

In biomedical science, analyzing treatment effect heterogeneity plays an essential role in assisting personalized medicine. The main goals of analyzing treatment effect heterogeneity include estimating treatment effects in clinically relevant subgroups and predicting whether a patient subpopulation might benefit from a particular treatment. Conventional approaches often evaluate the subgroup treatment effects via parametric modeling and can thus be susceptible to model mis-specifications. In this paper, we take a model-free semiparametric perspective and aim to efficiently evaluate the heterogeneous treatment effects of multiple subgroups simultaneously under the one-step targeted maximum-likelihood estimation (TMLE) framework. When the number of subgroups is large, we …

Mpla Case: How Do You Lead As A Lead Physicist?, Patricia Sansourekidou, Leonard Kim, Lee Xu, Mary Gronberg, Cassandra Stambaugh, Dongxu Wang

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 the managerial and leadership challenges faced by a clinical medical physicist. In this case, a physicist David used to work in a clinic where he thrived and felt like a leader, despite not having the title. After a job change, he is now officially the "Lead Physicist" at a hospital newly affiliated with a large academic healthcare system. He believes he will be equally successful. Yet he struggles to bring about changes and …

Longitudinal Diffusion And Volumetric Kinetics Of Head And Neck Cancer Magnetic Resonance On A 15 T Mr-Linear Accelerator Hybrid System: A Prospective R-Ideal Stage 2a Imaging Biomarker Characterization/Pre-Qualification Study, Joint Head And Neck Radiation Therapy-Mri Development Cooperative, Mr-Linac Consortium Head And Neck Tumor Site Group

Faculty, Staff and Student Publications

OBJECTIVES: We aim to characterize the serial quantitative apparent diffusion coefficient (ADC) changes of the target disease volume using diffusion-weighted imaging (DWI) acquired weekly during radiation therapy (RT) on a 1.5 T MR-Linac and correlate these changes with tumor response and oncologic outcomes for head and neck squamous cell carcinoma (HNSCC) patients as part of a programmatic R-IDEAL biomarker characterization effort.

METHODS: Thirty patients with HNSCC who received curative-intent RT at MD Anderson Cancer Center, were included. Baseline and weekly MRI were obtained, and various ADC parameters were extracted from the regions of interest (ROIs). Baseline and weekly ADC parameters …

Going Circular: History, Present, And Future Of Circrnas In Cancer, Giuseppina Pisignano, David C Michael, Tanvi H Visal, Radu Pirlog, Michael Ladomery, George A Calin

Faculty, Staff and Student Publications

To date, thousands of highly abundant and conserved single-stranded RNA molecules shaped into ring structures (circRNAs) have been identified. CircRNAs are multifunctional molecules that have been shown to regulate gene expression transcriptionally and post-transcriptionally and exhibit distinct tissue- and development-specific expression patterns associated with a variety of normal and disease conditions, including cancer pathogenesis. Over the past years, due to their intrinsic stability and resistance to ribonucleases, particular attention has been drawn to their use as reliable diagnostic and prognostic biomarkers in cancer diagnosis, treatment, and prevention. However, there are some critical caveats to their utility in the clinic. Their …

Design Of A Phase Iii, Double-Blind, Randomised, Placebo-Controlled Trial Of Bi 1015550 In Patients With Progressive Pulmonary Fibrosis (Fibroneer-Ild), Toby M Maher, Shervin Assassi, Arata Azuma, Vincent Cottin, Anna-Maria Hoffmann-Vold, Michael Kreuter, Justin M Oldham, Luca Richeldi, Claudia Valenzuela, Marlies S Wijsenbeek, Carl Coeck, Christina Schlecker, Florian Voss, Daniel Wachtlin, Fernando J Martinez

Faculty, Staff and Student Publications

INTRODUCTION: Progressive pulmonary fibrosis (PPF) includes any diagnosis of progressive fibrotic interstitial lung disease (ILD) other than idiopathic pulmonary fibrosis (IPF). However, disease progression appears comparable between PPF and IPF, suggesting a similar underlying pathology relating to pulmonary fibrosis. Following positive results in a phase II study in IPF, this phase III study will investigate the efficacy and safety of BI 1015550 in patients with PPF (FIBRONEER-ILD).

METHODS AND ANALYSIS: In this phase III, double-blind, placebo-controlled trial, patients are being randomised 1:1:1 to receive BI 1015550 (9 mg or 18 mg) or placebo twice daily over at least 52 weeks, …

Carm1 Arginine Methyltransferase As A Therapeutic Target For Cancer, Margarida Santos, Jee Won Hwang, Mark T Bedford

Faculty, Staff and Student Publications

Coactivator-associated arginine methyltransferase 1 (CARM1) is an arginine methyltransferase that posttranslationally modifies proteins that regulate multiple levels of RNA production and processing. Its substrates include histones, transcription factors, coregulators of transcription, and splicing factors. CARM1 is overexpressed in many different cancer types, and often promotes transcription factor programs that are co-opted as drivers of the transformed cell state, a process known as transcription factor addiction. Targeting these oncogenic transcription factor pathways is difficult but could be addressed by removing the activity of the key coactivators on which they rely. CARM1 is ubiquitously expressed, and its KO is less detrimental in …

Aerobic Exercise Alters The Melanoma Microenvironment And Modulates Erk5 S496 Phosphorylation, Hannah Savage, Sumedha Pareek, Jonghae Lee, Riccardo Ballarò, Darlan Conterno Minussi, Karma Hayek, Mumina Sadullozoda, Brooke S Lochmann, Jennifer L Mcquade, Emily C Lavoy, Enrica Marmonti, Hetal Patel, Guangyu Wang, Masaki Imanishi, Sivareddy Kotla, Jun-Ichi Abe, Keri Schadler

Faculty, Staff and Student Publications

Exercise changes the tumor microenvironment by remodeling blood vessels and increasing infiltration by cytotoxic immune cells. The mechanisms driving these changes remain unclear. Herein, we demonstrate that exercise normalizes tumor vasculature and upregulates endothelial expression of VCAM1 in YUMMER 1.7 and B16F10 murine models of melanoma but differentially regulates tumor growth, hypoxia, and the immune response. We found that exercise suppressed tumor growth and increased CD8+ T-cell infiltration in YUMMER but not in B16F10 tumors. Single-cell RNA sequencing and flow cytometry revealed exercise modulated the number and phenotype of tumor-infiltrating CD8+ T cells and myeloid cells. Specifically, exercise caused a …

Cytoreductive Nephrectomy For Patients With Metastatic Sarcomatoid And/Or Rhabdoid Renal Cell Carcinoma Treated With Immune Checkpoint Therapy, Andrew W Hahn, Ritesh R Kotecha, Paul V Viscuse, Alberto C Pieretti, Andrew J Wiele, Eric Jonasch, Chung-Han Lee, Jianjun Gao, Amado J Zurita, Amishi Y Shah, Matthew T Campbell, Padmanee Sharma, Robert J Motzer, Paul Russo, Christopher G Wood, Nizar M Tannir, Martin H Voss, Jose A Karam, A Ari Hakimi, Pavlos Msaouel

Faculty, Staff and Student Publications

BACKGROUND: Renal cell carcinoma (RCC) with sarcomatoid and/or rhabdoid (S/R) dedifferentiation is a highly aggressive tumor with a poor prognosis. Immune checkpoint therapy (ICT) has shown significant treatment efficacy in this subtype. There remains uncertainly regarding the role of cytoreductive nephrectomy (CN) for patients with metastatic RCC (mRCC) with S/R who received ICT.

OBJECTIVE: Here, we report the outcomes with ICT for patients with mRCC and S/R dedifferentiation by CN status.

DESIGN, SETTING, AND PARTICIPANTS: A retrospective review was conducted of 157 patients with sarcomatoid, rhabdoid, or sarcomatoid plus rhabdoid dedifferentiation who received an ICT-based regimen at two cancer centers. …

Association Between Duration Of Smoking Abstinence Before Non-Small-Cell Lung Cancer Diagnosis And Survival: A Retrospective, Pooled Analysis Of Cohort Studies, Aline F Fares, Yao Li, Mei Jiang, M Catherine Brown, Andrew C L Lam, Reenika Aggarwal, Sabine Schmid, Natasha B Leighl, Frances A Shepherd, Zhichao Wang, Nancy Diao, Angela S Wenzlaff, Juntao Xie, Takashi Kohno, Neil E Caporaso, Curtis Harris, Hongxia Ma, Matthew J Barnett, Leticia Ferro Leal, G Fernandez-Tardon, Mónica Pérez-Ríos, Michael P A Davies, Fiona Taylor, Ben Schöttker, Paul Brennan, David Zaridze, Ivana Holcatova, Jolanta Lissowska, Beata Świątkowska, Dana Mates, Milan Savic, Hermann Brenner, Angeline Andrew, Angela Cox, John K Field, Alberto Ruano-Ravina, Sanjay S Shete, Adonina Tardon, Ying Wang, Loic Le Marchand, Rui Manuel Reis, Matthew B Schabath, Chu Chen, Hongbing Shen, Brid M Ryan, Maria Teresa Landi, Kouya Shiraishi, Jie Zhang, Ann G Schwartz, Ming S Tsao, David C Christiani, Ping Yang, Rayjean J Hung, Wei Xu, Geoffrey Liu

Faculty, Staff and Student Publications

BACKGROUND: The association between duration of smoking abstinence before non-small-cell lung cancer (NSCLC) diagnosis and subsequent survival can influence public health messaging delivered in lung-cancer screening. We aimed to assess whether the duration of smoking abstinence before diagnosis of NSCLC is associated with improved survival.

METHODS: In this retrospective, pooled analysis of cohort studies, we used 26 cohorts participating in Clinical Outcomes Studies of the International Lung Cancer Consortium (COS-ILCCO) at 23 hospitals. 16 (62%) were from North America, six (23%) were from Europe, three (12%) were from Asia, and one (4%) was from South America. Patients enrolled were diagnosed …

Impact Of Serial Intralesional Steroid Injections On Idiopathic Subglottic Stenosis, Matthew R Hoffman, Ankita Patro, Li-Ching Huang, Sheau-Chiann Chen, Lynn D Berry, Alexander Gelbard, David O Francis

Faculty, Staff and Student Publications

OBJECTIVES: Serial intralesional steroid injection (SILSI) has been increasingly used to treat idiopathic subglottic stenosis (iSGS). Prior studies have shown effectiveness, but not in all patients. This multi-institutional study evaluates the effect of SILSI on time to recurrent operation, peak expiratory flow (PEF), and dyspnea.

METHODS: Post-hoc secondary analysis of the North American Airway Collaborative data were performed to evaluate the outcomes of iSGS patients undergoing and not undergoing SILSI. The primary outcome was time to recurrent operation, evaluated using Kaplan-Meier curves and Cox regression analysis. Secondary outcomes were change in PEF and clinical chronic obstructive pulmonary disease questionnaire (CCQ) …

Lineage Plasticity And Stemness Phenotypes In Prostate Cancer: Harnessing The Power Of Integrated "Omics" Approaches To Explore Measurable Metrics, Souzana Logotheti, Eugenia Papadaki, Vasiliki Zolota, Christopher Logothetis, Aristidis G Vrahatis, Rama Soundararajan, Vasiliki Tzelepi

Faculty, Staff and Student Publications

Prostate cancer (PCa), the most frequent and second most lethal cancer type in men in developed countries, is a highly heterogeneous disease. PCa heterogeneity, therapy resistance, stemness, and lethal progression have been attributed to lineage plasticity, which refers to the ability of neoplastic cells to undergo phenotypic changes under microenvironmental pressures by switching between developmental cell states. What remains to be elucidated is how to identify measurements of lineage plasticity, how to implement them to inform preclinical and clinical research, and, further, how to classify patients and inform therapeutic strategies in the clinic. Recent research has highlighted the crucial role …

Quantitative Longitudinal Mapping Of Radiation-Treated Prostate Cancer Using Mr Fingerprinting With Radial Acquisition And Subspace Reconstruction, Victoria Y Yu, Ricardo Otazo, Can Wu, Ergys Subashi, Manuel Baumann, Peter Koken, Mariya Doneva, Peter Mazurkewitz, Daniel Shasha, Michael Zelefsky, Laura Cervino, Ouri Cohen

Faculty, Staff and Student Publications

MR fingerprinting (MRF) enables fast multiparametric quantitative imaging with a single acquisition and has been shown to improve diagnosis of prostate cancer. However, most prostate MRF studies were performed with spiral acquisitions that are sensitive to B0 inhomogeneities and consequent blurring. In this work, a radial MRF acquisition with a novel subspace reconstruction technique was developed to enable fast T1/T2 mapping in the prostate in under 4 min. The subspace reconstruction exploits the extensive temporal correlations in the MRF dictionary to pre-compute a low dimensional space for the solution and thus reduce the number of radial spokes to accelerate the …

Evaluating The Knowledge, Attitudes, And Practices Of Healthcare Workers Regarding High-Risk Nosocomial Infections: A Global Cross-Sectional Study, Elham M Khatrawi, Priyadarshi Prajjwal, Muhammad Farhan, Pugazhendi Inban, Shraddha Gurha, Saud M S Al-Ezzi, Mohammed D M Marsool, Prerna Ahuja, Mohammed A Mateen, Felix O Aina, Omniat A Hussin

Faculty, Staff and Student Publications

BACKGROUND: Healthcare workers (HCWs) play a vital role in delivering care and are frequently exposed to the risk of acquiring infections within the hospital setting. Around 15% of hospitalized patients suffer from these infections globally. However, the role and awareness of HCWs in the transmission of hospital-acquired infections (HAIs) or nosocomial infections is still unclear. This study aimed to evaluate the knowledge, attitude, and practices (KAP) toward high-risk microbial infections among HCWs on a global scale to identify measures to address this problem.

METHOD: A cross-sectional descriptive study was conducted between 2022 and 2023, with HCWs selected as the study …

Fibronectin Contributes To A Braf Inhibitor-Driven Invasive Phenotype In Thyroid Cancer Through Egr1, Which Can Be Blocked By Inhibition Of Erk1/2, Hannah M Hicks, Nikita Pozdeyev, Sharon B Sams, Umarani Pugazhenthi, Elise S Bales, Marie-Claude Hofmann, Logan R Mckenna, Rebecca E Schweppe

Faculty, Staff and Student Publications

Mutations in BRAF are common in advanced papillary and anaplastic thyroid cancer (PTC and ATC). However, patients with BRAF-mutant PTC currently lack therapies targeting this pathway. Despite the approved combination of BRAF and MEK1/2 inhibition for patients with BRAF-mutant ATC, these patients often progress. Thus, we screened a panel of BRAF-mutant thyroid cancer cell lines to identify new therapeutic strategies. We showed that thyroid cancer cells resistant to BRAF inhibition (BRAFi) exhibit an increase in invasion and a proinvasive secretome in response to BRAFi. Using reverse-phase protein array (RPPA), we identified a nearly 2-fold increase in expression of the extracellular …

Subsequent Female Breast Cancer Risk Associated With Anthracycline Chemotherapy For Childhood Cancer, Yuehan Wang, Cécile M Ronckers, Flora E Van Leeuwen, Chaya S Moskowitz, Wendy Leisenring, Gregory T Armstrong, Florent De Vathaire, Melissa M Hudson, Claudia E Kuehni, Michael A Arnold, Charlotte Demoor-Goldschmidt, Daniel M Green, Tara O Henderson, Rebecca M Howell, Matthew J Ehrhardt, Joseph P Neglia, Kevin C Oeffinger, Helena J H Van Der Pal, Leslie L Robison, Michael Schaapveld, Lucie M Turcotte, Nicolas Waespe, Leontien C M Kremer, Jop C Teepen

Faculty, Staff and Student Publications

Anthracycline-based chemotherapy is associated with increased subsequent breast cancer (SBC) risk in female childhood cancer survivors, but the current evidence is insufficient to support early breast cancer screening recommendations for survivors treated with anthracyclines. In this study, we pooled individual patient data of 17,903 survivors from six well-established studies, of whom 782 (4.4%) developed a SBC, and analyzed dose-dependent effects of individual anthracycline agents on developing SBC and interactions with chest radiotherapy. A dose-dependent increased SBC risk was seen for doxorubicin (hazard ratio (HR) per 100 mg m

Clinical Relevance Of Myc/Bcl2 Expression And Cell Of Origin In Patients With Diffuse Large B-Cell Lymphoma Treated With Autologous Transplant, Taha Al-Juhaishi, Yingjun Wang, Denái R Milton, Zijun Y Xu-Monette, Elias Jabbour, May Daher, Jin S Im, Qaiser Bashir, Swaminathan P Iyer, David Marin, Amanda L Olson, Uday Popat, Muzaffar Qazilbash, Gabriela Rondon, Alison M Gulbis, Richard E Champlin, Ken H Young, Issa F Khouri

Faculty, Staff and Student Publications

Dual expression of MYC and BCL2 proteins (double-expressor lymphoma [DEL]) as well as cell of origin (COO) are important prognostic factors in patients with diffuse large B-cell lymphoma (DLBCL) after conventional chemotherapy. We studied the prognostic impact of DEL and COO in patients with relapsed DLBCL treated with autologous stem cell transplant (ASCT). Three-hundred and three patients with stored tissue samples were identified. Classification was successful in 267 patients: 161 (60%) were DEL/non-double hit (DHL), 98 (37%) were non-DEL/non-DHL, and 8 (3%) were DEL/DHL. Compared to non-DEL/non-DHL, DEL/DHL had worse overall survival while DEL/non-DHL did not significantly differ in overall …

Gut Oncomicrobiome Signatures (Goms) As Next-Generation Biomarkers For Cancer Immunotherapy, Andrew Maltez Thomas, Marine Fidelle, Bertrand Routy, Guido Kroemer, Jennifer A Wargo, Nicola Segata, Laurence Zitvogel

Faculty, Staff and Student Publications

Oncogenesis is associated with intestinal dysbiosis, and stool shotgun metagenomic sequencing in individuals with this condition might constitute a non-invasive approach for the early diagnosis of several cancer types. The prognostic relevance of antibiotic intake and gut microbiota composition urged investigators to develop tools for the detection of intestinal dysbiosis to enable patient stratification and microbiota-centred clinical interventions. Moreover, since the advent of immune-checkpoint inhibitors (ICIs) in oncology, the identification of biomarkers for predicting their efficacy before starting treatment has been an unmet medical need. Many previous studies addressing this question, including a meta-analysis described herein, have led to the …

Efficacy Of Immune Checkpoint Inhibitors For The Treatment Of Advanced Melanoma In Patients With Concomitant Chronic Lymphocytic Leukemia, S H Cass, J W D Tobin, Y D Seo, G Gener-Ricos, E Z Keung, E M Burton, M A Davies, J L Mcquade, A J Lazar, R Mason, M Millward, S Sandhu, C Khoo, L Warburton, V Guerra, A Haydon, H Dearden, A M Menzies, M S Carlino, J L Smith, P Mollee, M Burgess, S Mapp, C Keane, V Atkinson, S A Parikh, S N Markovic, W Ding, T G Call, P J Hampel, G V Long, J A Wargo, A Ferrajoli

Faculty, Staff and Student Publications

BACKGROUND: Immune checkpoint inhibitors (ICIs) have revolutionized the management of advanced melanoma (AM). However, data on ICI effectiveness have largely been restricted to clinical trials, thereby excluding patients with co-existing malignancies. Chronic lymphocytic leukemia (CLL) is the most prevalent adult leukemia and is associated with increased risk of melanoma. CLL alters systemic immunity and can induce T-cell exhaustion, which may limit the efficacy of ICIs in patients with CLL. We, therefore, sought to examine the efficacy of ICI in patients with these co-occurring diagnoses.

PATIENTS AND METHODS: In this international multicenter study, a retrospective review of clinical databases identified patients …

Cell Entry And Release Of Quasi-Enveloped Human Hepatitis Viruses, Anshuman Das, Efraín E Rivera-Serrano, Xin Yin, Christopher M Walker, Zongdi Feng, Stanley M Lemon

Faculty, Staff and Student Publications

Infectious hepatitis type A and type E are caused by phylogenetically distinct single-stranded, positive-sense RNA viruses that were once considered to be non-enveloped. However, studies show that both are released nonlytically from hepatocytes as 'quasi-enveloped' virions cloaked in host membranes. These virion types predominate in the blood of infected individuals and mediate virus spread within the liver. They lack virally encoded proteins on their surface and are resistant to neutralizing anti-capsid antibodies induced by infection, yet they efficiently enter cells and initiate new rounds of virus replication. In this Review, we discuss the mechanisms by which specific peptide sequences in …

Time For Bugs: The Immune Microenvironment And Microbes In Precancer, Mikayla Borthwick Bowen, Beth A Helmink, Jennifer A Wargo, Melinda S Yates

Faculty, Staff and Student Publications

Major advances in our understanding of the tumor immune microenvironment (TIME) in established cancer have been made, including the influence of host-intrinsic (host genomics) and -extrinsic factors (such as diet and the microbiome) on treatment response. Nonetheless, the immune and microbiome milieu across the spectrum of precancerous tissue and early neoplasia is a growing area of interest. There are emerging data describing the contribution of the immune microenvironment and microbiota on benign and premalignant tissues, with opportunities to target these factors in cancer prevention and interception. Throughout this review, we provide rationale for not only the critical need to further …

A Transformer-Based Hierarchical Registration Framework For Multimodality Deformable Image Registration, Yao Zhao, Xinru Chen, Brigid Mcdonald, Cenji Yu, Abdalah S R Mohamed, Clifton D Fuller, Laurence E Court, Tinsu Pan, He Wang, Xin Wang, Jack Phan, Jinzhong Yang

Faculty, Staff and Student Publications

Deformable image registration (DIR) between daily and reference images is fundamentally important for adaptive radiotherapy. In the last decade, deep learning-based image registration methods have been developed with faster computation time and improved robustness compared to traditional methods. However, the registration performance is often degraded in extra-cranial sites with large volume containing multiple anatomic regions, such as Computed Tomography (CT)/Magnetic Resonance (MR) images used in head and neck (HN) radiotherapy. In this study, we developed a hierarchical deformable image registration (DIR) framework, Patch-based Registration Network (Patch-RegNet), to improve the accuracy and speed of CT-MR and MR-MR registration for head-and-neck MR-Linac …

Bayesian Hierarchical Quantile Regression With Application To Characterizing The Immune Architecture Of Lung Cancer, Priyam Das, Christine B Peterson, Yang Ni, Alexandre Reuben, Jiexin Zhang, Jianjun Zhang, Kim-Anh Do, Veerabhadran Baladandayuthapani

Faculty, Staff and Student Publications

The successful development and implementation of precision immuno-oncology therapies requires a deeper understanding of the immune architecture at a patient level. T-cell receptor (TCR) repertoire sequencing is a relatively new technology that enables monitoring of T-cells, a subset of immune cells that play a central role in modulating immune response. These immunologic relationships are complex and are governed by various distributional aspects of an individual patient's tumor profile. We propose Bayesian QUANTIle regression for hierarchical COvariates (QUANTICO) that allows simultaneous modeling of hierarchical relationships between multilevel covariates, conducts explicit variable selection, estimates quantile and patient-specific coefficient effects, to induce individualized …

Spatially-Aware Clustering Improves Ajcc-8 Risk Stratification Performance In Oropharyngeal Carcinomas, Guadalupe Canahuate, Andrew Wentzel, Abdallah S R Mohamed, Lisanne V Van Dijk, David M Vock, Baher Elgohari, Hesham Elhalawani, Clifton D Fuller, G Elisabeta Marai

Faculty, Staff and Student Publications

OBJECTIVE: Evaluate the effectiveness of machine learning tools that incorporate spatial information such as disease location and lymph node metastatic patterns-of-spread, for prediction of survival and toxicity in HPV+ oropharyngeal cancer (OPC).

MATERIALS & METHODS: 675 HPV+ OPC patients that were treated at MD Anderson Cancer Center between 2005 and 2013 with curative intent IMRT were retrospectively collected under IRB approval. Risk stratifications incorporating patient radiometric data and lymph node metastasis patterns via an anatomically-adjacent representation with hierarchical clustering were identified. These clusterings were combined into a 3-level patient stratification and included along with other known clinical features in a …

Interleukin-10 In Cancer Immunotherapy: From Bench To Bedside, Mohamad Adham Salkeni, Aung Naing

Faculty, Staff and Student Publications

Interleukin (IL)-10 was one of the first cytokines to be recognized. However, its functionality in promoting antitumor immunity was described more recently. Context- and concentration-dependent biological effects are the hallmarks of the pleiotropic role of IL-10. Despite reducing tumor-promoting inflammation, IL-10 may have a role in rejuvenating exhausted tumor-resident T cells. Contrary to the assumption that IL-10 produces an immunosuppressive tumor microenvironment (TME), it promotes activation of tumor-resident CD8+ T cells, which aids tumor rejection. Emerging data from published early-Phase trials have shown mixed results in different tumor types. In this review, we summarize the biological effects of IL-10 and …

Maximizing Wound Coverage In Full-Thickness Skin Defects: A Randomized-Controlled Trial Of Autologous Skin Cell Suspension And Widely Meshed Autograft Versus Standard Autografting, Sharon Henry, Steven Mapula, Mark Grevious, Kevin N. Foster, Herbert Phelan, Jeffrey Shupp, Rodney Chan, David Harrington, Neil Mashruwala, David A. Brown, Haaris Mir, George Singer, Alfredo Cordova, Lisa Rae, Theresa Chin, Lourdes Castanon, Derek Bell, William Hughes, Joseph A. Molnar

School of Medicine Faculty Publications

BACKGROUND Traumatic insults, infection, and surgical procedures can leave skin defects that are not amenable to primary closure. Split-thickness skin grafting (STSG) is frequently used to achieve closure of these wounds. Although effective, STSG can be associated with donor site morbidity, compounding the burden of illness in patients undergoing soft tissue reconstruction procedures. With an expansion ratio of 1:80, autologous skin cell suspension (ASCS) has been demonstrated to significantly decrease donor skin requirements compared with traditional STSG in burn injuries. We hypothesized that the clinical performance of ASCS would be similar for soft tissue reconstruction of nonburn wounds. METHODS A …

Serum Tests For Donor-Derived Cell-Free Dna Are Well Correlated With Renal Transplant Rejection In Renal Biopsies: Our Preliminary Experience Of New Surveillance For Monitoring Rejection, Reenal Patel, Brandon Metcalf, Dilip Samarapungavan, Hassan D. Kanaan, Wei Li, Sarah T. Suliman, Atul Singh, Ping L. Zhang

Conference Presentation Abstracts

Context: Noninvasive serum test for donor-derived cell-free DNA (dd-cfDNA) has been found useful for monitoring acute cellular rejection (ACR) and antibody-mediated rejection (AMR) since 2018, and the accepted threshold to indicate rejection is 1%. The goal of this pilot study was to determine if this test can correlate with renal biopsy results during a 1-year period when the dd-cfDNA test was initiated in our medical center.

Design: Renal transplant biopsies were evaluated for various rejection and nonrejection etiologies. Their corresponding dd-cfDNA percentages were identified. The biopsy data and dd-cfDNA results were correlated.

Results: During a year, we noticed a trend …

A Lamprey Neural Cell Type Atlas Illuminates The Origins Of The Vertebrate Brain, Francesco Lamanna, Francisca Hervas-Sotomayor, A. Phillip Oel, David Jandzik, Daniel Sobrido-Cameán, Gabriel N. Santos-Durán, Megan L. Martik, Jan Stundl, Stephen A. Green, Thoomke Brüning, Katharina Mößinger, Julia Schmidt, Celine Schneider, Mari Sepp, Florent Murat, Jeramiah J. Smith, Marianne E. Bronner, María Celina Rodicio, Antón Barreiro-Iglesias, Daniel M. Medeiros, Detlev Arendt, Henrik Kaessmann

Markey Cancer Center Faculty Publications

The vertebrate brain emerged more than ~500 million years ago in common evolutionary ancestors. To systematically trace its cellular and molecular origins, we established a spatially resolved cell type atlas of the entire brain of the sea lamprey—a jawless species whose phylogenetic position affords the reconstruction of ancestral vertebrate traits—based on extensive single-cell RNA-seq and in situ sequencing data. Comparisons of this atlas to neural data from the mouse and other jawed vertebrates unveiled various shared features that enabled the reconstruction of cell types, tissue structures and gene expression programs of the ancestral vertebrate brain. However, our analyses also revealed …