Biomedical Informatics Commons^™

Heterozygous Midnolin Knockout Attenuates Severity Of Nonalcoholic Fatty Liver Disease In Mice Fed A Western-Style Diet High In Fat, Cholesterol, And Fructose, Soo-Mi Kweon, Jose Irimia-Dominguez, Gayeoun Kim, Patrick T Fueger, Kinji Asahina, Keith K Lai, Daniela S Allende, Quincy R Lai, Chih-Hong Lou, Walter M Tsark, Ju Dong Yang, Dominic S Ng, Ju-Seog Lee, Patrick Tso, Wendong Huang, Keane K Y Lai

Faculty, Staff and Student Publications

Although midnolin has been studied for over 20 years, its biological roles in vivo remain largely unknown, especially due to the lack of a functional animal model. Indeed, given our recent discovery that the knockdown of midnolin suppresses liver cancer cell tumorigenicity and that this antitumorigenic effect is associated with modulation of lipid metabolism, we hypothesized that knockout of midnolin in vivo could potentially protect from nonalcoholic fatty liver disease (NAFLD) which has become the most common cause of chronic liver disease in the Western world. Accordingly, in the present study, we have developed and now report on the first …

Durable Control Of Metastases In An Hla-A2+ Patient With Refractory Melanoma After Low-Dose Radiotherapy In Combination With Mage-A4 T Cell Therapy: A Case Report, Kewen He, David S Hong, Danxia Ke, Partow Kebriaei, Tianjiao Wang, Hassan Danesi, Genevieve Bertolet, Carola Leuschner, Nahum Puebla-Osorio, Tiffany A Voss, Quan Lin, Elliot Norry, Paula M Fracasso, James W Welsh

Faculty, Staff and Student Publications

There is no currently approved adoptive cellular therapy for solid tumors. Pre-clinical and clinical studies have demonstrated that low-dose radiotherapy (LDRT) can enhance intratumoral T cell infiltration and efficacy. This case report describes a 71-year-old female patient with rectal mucosal melanoma that had developed metastases to liver, lung, mediastinum, axillary nodes, and brain. After systemic therapies had failed, she enrolled in the radiation sub-study of our phase-I clinical trial exploring the safety and efficacy of afamitresgene autoleucel (afami-cel), genetically engineered T cells with a T cell receptor (TCR) targeting the MAGE-A4 tumor antigen in patients with advanced malignancies (NCT03132922). Prior …

Mesothelin-Targeting T Cell Receptor Fusion Construct Cell Therapy In Refractory Solid Tumors: Phase 1/2 Trial Interim Results, Raffit Hassan, Marcus Butler, Roisin E O'Cearbhaill, David Y Oh, Melissa Johnson, Kevin Zikaras, Munisha Smalley, Michael Ross, Janos L Tanyi, Azam Ghafoor, Nirali N Shah, Babak Saboury, Liang Cao, Alfonso Quintás-Cardama, David Hong

Faculty, Staff and Student Publications

The T cell receptor fusion construct (TRuC) gavocabtagene autoleucel (gavo-cel) consists of single-domain anti-mesothelin antibody that integrates into the endogenous T cell receptor (TCR) and engages the signaling capacity of the entire TCR upon mesothelin binding. Here we describe phase 1 results from an ongoing phase1/2 trial of gavo-cel in patients with treatment-refractory mesothelin-expressing solid tumors. The primary objectives were to evaluate safety and determine the recommended phase 2 dose (RP2D). Secondary objectives included efficacy. Thirty-two patients received gavo-cel at increasing doses either as a single agent (n = 3) or after lymphodepletion (LD, n = 29). Dose-limiting toxicities of …

Multidisciplinary Care Of A Large Brain Metastasis In A Patient With Hormone-Receptor-Positive Breast Cancer With Ataxia-Telangiectasia Mutation, Anca Chelariu-Raicu, Sarina A Piha-Paul, Mariana Chavez-Macgregor, Jason Johnson, Raymond Sawaya, Mary Frances Mcaleer, Alissa Nguyen, Audrey Hartnett, Apostolia M Tsimberidou, Funda Meric-Bernstam, Ecaterina E Dumbrava

Faculty, Staff and Student Publications

Poly (adenosine diphosphate-ribose) polymerase inhibitors (PARP)i are emerging as standard oncology treatments in various tumor types. The indications will expand as PARPi are being investigated in various breast cancer subtypes. Currently, except for BRCA1/2 mutation carriers with human epidermal growth factor receptor 2 (HER2)-negative breast cancer, there is inadequate identification of predictive biomarkers of response. We present a 57-year-old woman with metastatic breast cancer, hormone-receptor-positive, HER2 negative with a germline ataxia-telangiectasia mutation with a large brain metastasis with clinical benefit to talazoparib. This case report exemplifies the importance of the multidisciplinary management of patients with brain metastases and personalized biomarker …

Framework For Quality Assurance Of Ultrahigh Dose Rate Clinical Trials Investigating Flash Effects And Current Technology Gaps, Wei Zou, Rongxiao Zhang, Emil Schüler, Paige A Taylor, Anthony E Mascia, Eric S Diffenderfer, Tianyu Zhao, Ahmet S Ayan, Manju Sharma, Shu-Jung Yu, Weiguo Lu, Walter R Bosch, Christina Tsien, Murat Surucu, Julianne M Pollard-Larkin, Jan Schuemann, Eduardo G Moros, Magdalena Bazalova-Carter, David J Gladstone, Heng Li, Charles B Simone, Kristoffer Petersson, Stephen F Kry, Amit Maity, Billy W Loo, Lei Dong, Peter G Maxim, Ying Xiao, Jeffrey C Buchsbaum

Faculty, Staff and Student Publications

FLASH radiation therapy (FLASH-RT), delivered with ultrahigh dose rate (UHDR), may allow patients to be treated with less normal tissue toxicity for a given tumor dose compared with currently used conventional dose rate. Clinical trials are being carried out and are needed to test whether this improved therapeutic ratio can be achieved clinically. During the clinical trials, quality assurance and credentialing of equipment and participating sites, particularly pertaining to UHDR-specific aspects, will be crucial for the validity of the outcomes of such trials. This report represents an initial framework proposed by the NRG Oncology Center for Innovation in Radiation Oncology …

Interstitial Lung Disease In Patients With Systemic Sclerosis: What Can We Learn From The Senscis Trial?, Shervin Assassi, Sudhakar Tumuluri, Robert W Levin

Faculty, Staff and Student Publications

The SENSCIS trial of nintedanib versus placebo is the largest trial conducted to date in patients with systemic sclerosis-associated interstitial lung disease (SSc-ILD). This trial enrolled 576 patients with an extent of fibrotic ILD on high-resolution computed tomography of >10%. Median time since first non-Raynaud symptom was 3.4 years. Almost half of the patients were receiving a stable dose of mycophenolate at baseline. Key findings of the trial included that at baseline, despite having significant lung fibrosis on HRCT and impairment in lung function, 20% of the patients did not have cough and 30% did not have dyspnoea. Over 52 …

The Collaborative National Quality And Efficacy Registry For Scleroderma: Association Of Medication Use On Gastrointestinal Tract Symptoms In Early Disease And The Importance Of Tobacco Cessation, Sarah Luebker, Tracy M Frech, Shervin Assassi, Jessica K Gordon, Elana J Bernstein, Virginia D Steen, Ami A Shah, Laura K Hummers, Carrie Richardson, Dinesh Khanna, Flavia V Castelino, Lorinda Chung, Faye N Hant, Victoria K Shanmugam, John M Vanburen, Jessica Alvey, Monica Harding, Nora Sandorfi

Faculty, Staff and Student Publications

Objectives: Systemic Sclerosis (SSc) is frequently associated with gastrointestinal tract (GIT) involvement. The Collaborative National Quality and Efficacy Registry (CONQUER) is a US-based collaborative study collecting longitudinal follow up data on SSc patients with less than 5-years disease duration enrolled at Scleroderma centres of excellence. This manuscript presents the GIT natural history and outcomes in relation to other scleroderma manifestations and medication exposures.

Methods: CONQUER participants that had completed a minimum of two serial Scleroderma Clinical Trials Consortium GIT Questionnaires (GIT 2.0) were included in this analysis. Patients were categorised by total GIT 2.0 severity at baseline, and by category …

Epinephrine-Induced Effects On Cerebral Microcirculation And Oxygenation Dynamics Using Multimodal Monitoring And Functional Photoacoustic Microscopy, Dong Zhang, Wei Wang, Xiaoyi Zhu, Ran Li, Wei Liu, Maomao Chen, Tri Vu, Laiming Jiang, Qifa Zhou, Cody L Evans, Dennis A Turner, Huaxin Sheng, Jerrold H Levy, Jianwen Luo, Wei Yang, Junjie Yao, Ulrike Hoffmann

Faculty, Staff and Student Publications

Background: The administration of epinephrine after severe refractory hypotension, shock, or cardiac arrest restores systemic blood flow and major vessel perfusion but may worsen cerebral microvascular perfusion and oxygen delivery through vasoconstriction. The authors hypothesized that epinephrine induces significant microvascular constriction in the brain, with increased severity after repetitive dosing and in the aged brain, eventually leading to tissue hypoxia.

Methods: The authors investigated the effects of intravenous epinephrine administration in healthy young and aged C57Bl/6 mice on cerebral microvascular blood flow and oxygen delivery using multimodal in vivo imaging, including functional photoacoustic microscopy, brain tissue oxygen sensing, and follow-up …

Image-Based Quantification Of Histological Features As A Function Of Spatial Location Using The Tissue Positioning System, Ruichen Rong, Yonglong Wei, Lin Li, Tao Wang, Hao Zhu, Guanghua Xiao, Yunguan Wang

Faculty, Staff and Student Publications

Background: Tissues such as the liver lobule, kidney nephron, and intestinal gland exhibit intricate patterns of zonated gene expression corresponding to distinct cell types and functions. To quantitatively understand zonation, it is important to measure cellular or genetic features as a function of position along a zonal axis. While it is possible to manually count, characterize, and locate features in relation to the zonal axis, it is labor-intensive and difficult to do manually while maintaining precision and accuracy.

Methods: We addressed this challenge by developing a deep-learning-based quantification method called the "Tissue Positioning System" (TPS), which can automatically analyze zonation …

Real-Time 3-D Video Reconstruction For Guidance Of Transventricular Neurosurgery, Prasad Vagdargi, Ali Uneri, Xiaoxuan Zhang, Craig K Jones, Pengwei Wu, Runze Han, Alejandro Sisniega, Junghoon Lee, Patrick Helm, Mark Luciano, William S Anderson, Gregory D Hager, Jeffrey H Siewerdsen

Faculty, Staff and Student Publications

Neuroendoscopic approach to deep-brain targets imparts deformation of the ventricles and adjacent parenchyma, limiting the accuracy of conventional neuronavigation. We report a method for 3D endoscopic reconstruction and registration via simultaneous localization and mapping (SLAM) for real-time guidance with or without robotic assistance. The aim is to permit augmented video overlay of structures registered from preoperative or intraoperative 3D images within and beyond the endoscopic field of view for more accurate targeting in the presence of deep-brain deformation. Phantom studies were performed to evaluate geometric accuracy and uncertainty in distinct scenarios of limited data (feature sparsity and scene occlusion), demonstrating …

Open Innovation: The Key To Advancing Brain Health, Harris A Eyre, Jason Searfoss, Malcolm Hopwood, Michael Berk, Shuo Chen, Jeffrey Cummings, Francois Veron, Vicki Zikopoulou, Agustin Ibanez, Kacie Kelly, Jair C Soares, Erin Smith, Barnabas J Gilbert

Faculty, Staff and Student Publications

With the exponential growth in investment attention to brain health-solutions spanning brain wellness to mental health to neurological disorders-tech giants, payers, and biotechnology companies have been making forays into this field to identify technology solutions and pharmaceutical amplifiers. So far, their investments have had mixed results. The concept of open innovation (OI) was first coined by Henry Chesbrough to describe the paradigm by which enterprises allow free flow of ideas, products, and services from the outside to the inside and vice versa in order to remain competitive, particularly in rapidly evolving fields where there is abundant, relevant knowledge outside the …

Brief Report: Clinical Response, Toxicity, And Resistance Mechanisms To Osimertinib Plus Met Inhibitors In Patients With Egfr-Mutant Met-Amplified Nsclc, Kaiwen Wang, Robyn Du, Sinchita Roy-Chowdhuri, Ziping T Li, Lingzhi Hong, Natalie Vokes, Yasir Y Elamin, Celyne Bueno Hume, Ferdinandos Skoulidis, Carl M Gay, George Blumenschein, Frank V Fossella, Anne Tsao, Jianjun Zhang, Niki Karachaliou, Aurora O'Brate, Claudia-Nanette Gann, Jeff Lewis, Waree Rinsurongkawong, J Jack Lee, Don Lynn Gibbons, Ara A Vaporciyan, John V Heymach, Mehmet Altan, Xiuning Le

Faculty, Staff and Student Publications

INTRODUCTION:MET amplification is a known resistance mechanism to EGFR tyrosine kinase inhibitor (TKI) treatment in EGFR-mutant NSCLC. Dual EGFR-MET inhibition has been reported with success in overcoming such resistance and inducing clinical benefit. Resistance mechanisms to dual EGFR-MET inhibition require further investigation and characterization.

METHODS: Patients with NSCLC with both MET amplification and EGFR mutation who have received crizotinib, capmatinib, savolitinib, or tepotinib plus osimertinib (OSI) after progression on OSI at MD Anderson Cancer Center were included in this study. Molecular profiling was completed by means of fluorescence in situ hybridization (FISH) and next-generation sequencing (NGS). Radiological response …

Risk Of Cancer After Diagnosis Of Cardiovascular Disease, Caitlin F Bell, Xiudong Lei, Allen Haas, Richard A Baylis, Hua Gao, Lingfeng Luo, Sharon H Giordano, Mackenzie R Wehner, Kevin T Nead, Nicholas J Leeper

Faculty, Staff and Student Publications

BACKGROUND: Cardiovascular disease (CVD) and cancer share several risk factors. Although preclinical models show that various types of CVD can accelerate cancer progression, clinical studies have not determined the impact of atherosclerosis on cancer risk.

OBJECTIVES: The objective of this study was to determine whether CVD, especially atherosclerotic CVD, is independently associated with incident cancer.

METHODS: Using IBM MarketScan claims data from over 130 million individuals, 27 million cancer-free subjects with a minimum of 36 months of follow-up data were identified. Individuals were stratified by presence or absence of CVD, time-varying analysis with multivariable adjustment for cardiovascular risk factors was …

Short-Course Therapy For Urinary Tract Infections In Children: The Scout Randomized Clinical Trial, Theoklis Zaoutis, Nader Shaikh, Brian T Fisher, Susan E Coffin, Sonika Bhatnagar, Kevin J Downes, Jeffrey S Gerber, Timothy R Shope, Judith M Martin, Gysella B Muniz, Michael Green, Jennifer P Nagg, Sage R Myers, Rakesh D Mistry, Shawn O'Connor, Walter Faig, Stephen Black, Elizabeth Rowley, Kellie Liston, Alejandro Hoberman

Faculty, Staff and Student Publications

IMPORTANCE: There is a paucity of pediatric-specific comparative data to guide duration of therapy recommendations in children with urinary tract infection (UTI).

OBJECTIVE: To compare the efficacy of standard-course and short-course therapy for children with UTI.

DESIGN, SETTING, PARTICIPANTS: The Short Course Therapy for Urinary Tract Infections (SCOUT) randomized clinical noninferiority trial took place at outpatient clinics and emergency departments at 2 children's hospitals from May 2012, through, August 2019. Data were analyzed from January 2020, through, February 2023. Participants included children aged 2 months to 10 years with UTI exhibiting clinical improvement after 5 days of antimicrobials.

INTERVENTION: Another …

Hazard Testing To Reduce Risk In The Development Of Automated Planning Tools, Kelly A Nealon, Raphael J Douglas, Eun Young Han, Stephen F Kry, Valerie K Reed, Samantha J Simiele, Laurence E Court

Faculty, Staff and Student Publications

PURPOSE: Hazard scenarios were created to assess and reduce the risk of planning errors in automated planning processes. This was accomplished through iterative testing and improvement of examined user interfaces.

METHODS: Automated planning requires three user inputs: a computed tomography (CT), a prescription document, known as the service request, and contours. We investigated the ability of users to catch errors that were intentionally introduced into each of these three stages, according to an FMEA analysis. Five radiation therapists each reviewed 15 patient CTs, containing three errors: inappropriate field of view, incorrect superior border, and incorrect identification of isocenter. Four radiation …

A Spatially Resolved Single-Cell Genomic Atlas Of The Adult Human Breast, Tapsi Kumar, Kevin Nee, Runmin Wei, Siyuan He, Quy H Nguyen, Shanshan Bai, Kerrigan Blake, Maren Pein, Yanwen Gong, Emi Sei, Min Hu, Anna K Casasent, Aatish Thennavan, Jianzhuo Li, Tuan Tran, Ken Chen, Benedikt Nilges, Nachiket Kashikar, Oliver Braubach, Bassem Ben Cheikh, Nadya Nikulina, Hui Chen, Mediget Teshome, Brian Menegaz, Huma Javaid, Chandandeep Nagi, Jessica Montalvan, Tatyana Lev, Sharmila Mallya, Delia F Tifrea, Robert Edwards, Erin Lin, Ritesh Parajuli, Summer Hanson, Sebastian Winocour, Alastair Thompson, Bora Lim, Devon A Lawson, Kai Kessenbrock, Nicholas Navin

Faculty, Staff and Student Publications

The adult human breast is comprised of an intricate network of epithelial ducts and lobules that are embedded in connective and adipose tissue1-3. Although most previous studies have focused on the breast epithelial system4-6, many of the non-epithelial cell types remain understudied. Here we constructed the comprehensive Human Breast Cell Atlas (HBCA) at single-cell and spatial resolution. Our single-cell transcriptomics study profiled 714,331 cells from 126 women, and 117,346 nuclei from 20 women, identifying 12 major cell types and 58 biological cell states. These data reveal abundant perivascular, endothelial and immune cell populations, and highly diverse luminal epithelial cell states. …

Prmt7 Can Prevent Neurovascular Uncoupling, Blood-Brain Barrier Permeability, And Mitochondrial Dysfunction In Repetitive And Mild Traumatic Brain Injury, Christina H Acosta, Garrett A Clemons, Cristiane T Citadin, William C Carr, Mariana Sayuri Berto Udo, Vesna Tesic, Henry W Sanicola, Anne H Freelin, Jamie B Toms, J Dedrick Jordan, Bharat Guthikonda, Krista M Rodgers, Celeste Yin-Chieh Wu, Reggie Hui-Chao Lee, Hung Wen Lin

Faculty, Staff and Student Publications

Mild traumatic brain injury (TBI) comprises the largest percentage of TBI-related injuries, with pathophysiological and functional deficits that persist in a subset of TBI patients. In our three-hit paradigm of repetitive and mild traumatic brain injury (rmTBI), we observed neurovascular uncoupling via decreased red blood cell velocity, microvessel diameter, and leukocyte rolling velocity 3 days post-rmTBI via intra-vital two-photon laser scanning microscopy. Furthermore, our data suggest increased blood-brain barrier (BBB) permeability (leakage), with corresponding decrease in junctional protein expression post-rmTBI. Mitochondrial oxygen consumption rates (measured via Seahorse XFe24) were also altered 3 days post-rmTBI, along with disrupted mitochondrial dynamics of …

Life-Threatening Hemoptysis In Patients With Metastatic Kidney Cancer, Viral M Patel, Roy Elias, Annapoorani Asokan, Akanksha Sharma, Alana Christie, Ivan Pedrosa, Hsienchang Chiu, Scott Reznik, Raquibul Hannan, Robert Timmerman, James Brugarolas

Faculty, Staff and Student Publications

Hemoptysis is a complication of intrathoracic tumors, both primary and metastatic, and the risk may be increased by procedural interventions as well as Stereotactic Ablative Radiation (SAbR). The risk of hemoptysis with SAbR for lung cancer is well characterized, but there is a paucity of data about intrathoracic metastases. Here, we sought to evaluate the incidence of life-threatening/fatal hemoptysis (LTH) in patients with renal cell carcinoma (RCC) chest metastases with a focus on SAbR. We systematically evaluated patients with RCC at UT Southwestern Medical Center (UTSW) Kidney Cancer Program (KCP) from July 2005 to March 2020. We queried Kidney Cancer …

Artificial Mirnas Derived From Mir-181 Family Members Have Potential In Cancer Therapy Due To An Altered Spectrum Of Target Mrnas, Sergiu Chira, Cristina Ciocan, Cecilia Bica, George A Calin, Ioana Berindan-Neagoe

Faculty, Staff and Student Publications

miRNAs are a class of noncoding RNAs with gene regulation properties, and they function as key factors in cell homeostasis. The interaction of miRNAs with their target mRNAs is largely considered to rely on sequence complementarity; however, some evidence indicates that mature miRNAs can adopt diverse conformations with implications for their function. Using the oncogenic miR-181 family as a study model, we suggest that a potential relationship between the primary sequence and secondary structure of miRNAs may have an impact on the number and spectrum of targeted cellular transcripts. We further emphasize that specific alterations in miR-181 primary sequences might …

Barriers And Determinants Of Consistent Offering Of Hpv Vaccination By Healthcare Facilities, Ikponmwosa Osaghae, Onyema Greg Chido-Amajuoyi, Banda A A Khalifa, Sanjay Shete

Faculty, Staff and Student Publications

Expanding access to HPV vaccination is critical to increasing HPV vaccine uptake. We assessed the determinants and barriers to consistent offering of HPV vaccine among healthcare facilities. This was a cross-sectional survey of healthcare providers (HCPs) in Texas. Prevalence of the reasons healthcare practices do not consistently offer HPV vaccination was estimated. Multivariable regression analyses were conducted. Of 1169 HCPs included in the study, 47.5% (95% CI: 44.6-50.3%) reported their practices do not provide HPV vaccination or do not offer it consistently. Compared to physicians, nurses had 77% lower odds (Adjusted Odds Ratio (AOR): 0.23, 95% CI: 0.16-0.32, p-value: < .001), and physician assistants had 89% lower odds (AOR: 0.11, 95% CI: 0.07-0.16, p-value: < .001) of their healthcare practices consistently offering HPV vaccination. Compared to university/teaching hospitals, the odds of healthcare practices consistently offering HPV vaccination were 44% lower (AOR: 0.56, 95% CI: 0.35-0.91, p-value: 0.019) in solo practices but 266% higher (AOR: 3.66, 95% CI: 2.04-6.58, p-value: < .001) in FQHC/public facilities. The common reasons healthcare practices do not consistently offer HPV vaccination were; HPV vaccination is not within the scope of the practice (48.1%), referrals to other clinics (27.7%), and limited personnel (11.4%). Non-physicians were more likely to report that HPV vaccination was not in their scope and to refer patients than physicians. Moreover, solo practices were more likely to report challenges with acquisition and storage of the vaccine and referral of patients as reasons for not consistently offering HPV vaccination than university/teaching hospitals, FQHC/public facilities, or group practices. System-level interventions including training of non-physicians and expansion of practice enrollment in programs that support HPV vaccine acquisition and storage are needed.

Evaluation Of The Clinical And Radiographic Effectiveness Of Treating Peri-Implant Bone Defects With A New Biphasic Calcium Phosphate Bone Graft: A Prospective, Multicenter Randomized Controlled Trial, Jae-Hong Lee, Hyun-Wook An, Jae-Seung Im, Woo-Joo Kim, Dong-Won Lee, Jeong-Ho Yun

Faculty, Staff and Student Publications

PURPOSE: Biphasic calcium phosphate (BCP), a widely used biomaterial for bone regeneration, contains synthetic hydroxyapatite (HA) and β-tricalcium phosphate (β-TCP), the ratio of which can be adjusted to modulate the rate of degradation. The aim of this study was to evaluate the clinical and radiographic benefits of reconstructing peri-implant bone defects with a newly developed BCP consisting of 40% β-TCP and 60% HA compared to demineralized bovine bone mineral (DBBM).

METHODS: This prospective, multicenter, parallel, single-blind randomized controlled trial was conducted at the periodontology departments of 3 different dental hospitals. Changes in clinical (defect width and height) and radiographic (augmented …

Analysis Of Genomic And Immune Intratumor Heterogeneity In Linitis Plastica Via Multiregional Exome And T-Cell Receptor Sequencing, Jin Huang, Guofeng Zhao, Qiu Peng, Xin Yi, Liyan Ji, Jing Li, Pansong Li, Yanfang Guan, Jie Ge, Ling Chen, Runzhe Chen, Xin Hu, Won-Chul Lee, Alexandre Reuben, P Andrew Futreal, Xuefeng Xia, Jian Ma, Jianjun Zhang, Zihua Chen

Faculty, Staff and Student Publications

The molecular landscape and the intratumor heterogeneity (ITH) architecture of gastric linitis plastica (LP) are poorly understood. We performed whole-exome sequencing (WES) and T-cell receptor (TCR) sequencing on 40 tumor regions from four LP patients. The landscape and ITH at the genomic and immunological levels in LP tumors were compared with multiple cancers that have previously been reported. The lymphocyte infiltration was further assessed by immunohistochemistry (IHC) in LP tumors. In total, we identified 6339 non-silent mutations from multi-samples, with a median tumor mutation burden (TMB) of 3.30 mutations per Mb, comparable to gastric adenocarcinoma from the Cancer Genome Atlas …

Tmbim6 Deficiency Leads To Bone Loss By Accelerating Osteoclastogenesis, Sun-Ju Yi, You-Jee Jang, Seokchan Lee, Sung-Jin Cho, Kyuho Kang, Jae-Il Park, Han-Jung Chae, Hyung-Ryong Kim, Kyunghwan Kim

Faculty, Staff and Student Publications

TMBIM6 is an endoplasmic reticulum (ER) protein that modulates various physiological and pathological processes, including metabolism and cancer. However, its involvement in bone remodeling has not been investigated. In this study, we demonstrate that TMBIM6 serves as a crucial negative regulator of osteoclast differentiation, a process essential for bone remodeling. Our investigation of Tmbim6-knockout mice revealed an osteoporotic phenotype, and knockdown of Tmbim6 inhibited the formation of multinucleated tartrate-resistant acid phosphatase-positive cells, which are characteristic of osteoclasts. Transcriptome and immunoblot analyses uncovered that TMBIM6 exerts its inhibitory effect on osteoclastogenesis by scavenging reactive oxygen species and preventing p65 nuclear localization. …

Quality-Adjusted Survival In Women With Gynecologic Malignancies Receiving Imrt After Surgery: A Patient Reported Outcome Study Of Nrg Oncology’S Rtog 1203, Andre Konski, Snehal Deshmukh, Ann H Klopp, Anamaria R Yeung, Shannon N Westin, J Spencer Thompson, Desiree E Doncals, Guilherme H C Cantuaria, David P D'Souza, Amy Chang, Vijayananda Kundapur, Dasarahally S Mohan, Michael L Haas, Yong Bae Kim, Catherine L Ferguson, Stephanie L Pugh, Lisa A Kachnic, Deborah W Bruner

Faculty, Staff and Student Publications

INTRODUCTION: NRG/RTOG 1203 compared 3-D conformal radiotherapy (3D CRT) to intensity-modulated radiotherapy (IMRT) in patients with endometrial or cervical cancer requiring post-operative radiotherapy after hysterectomy. The purpose of this study was to report the first quality-adjusted survival analysis comparing the two treatments.

METHODS: NRG/RTOG 1203 randomized patients having undergone hysterectomy to either 3DCRT or IMRT. Stratification factors included RT dose, chemotherapy, and disease site. The EQ-5D, both index and visual analog scale (VAS), were obtained at baseline, 5 weeks after the start of RT, 4-6 weeks post RT and 1 and 3-years post RT. EQ-5D index and VAS scores along …

Development And Validation Of An Automated Image-Based Deep Learning Platform For Sarcopenia Assessment In Head And Neck Cancer, Zezhong Ye, Anurag Saraf, Yashwanth Ravipati, Frank Hoebers, Paul J Catalano, Yining Zha, Anna Zapaishchykova, Jirapat Likitlersuang, Christian Guthier, Roy B Tishler, Jonathan D Schoenfeld, Danielle N Margalit, Robert I Haddad, Raymond H Mak, Mohamed Naser, Kareem A Wahid, Jaakko Sahlsten, Joel Jaskari, Kimmo Kaski, Antti A Mäkitie, Clifton D Fuller, Hugo J W L Aerts, Benjamin H Kann

Faculty, Staff and Student Publications

Importance: Sarcopenia is an established prognostic factor in patients with head and neck squamous cell carcinoma (HNSCC); the quantification of sarcopenia assessed by imaging is typically achieved through the skeletal muscle index (SMI), which can be derived from cervical skeletal muscle segmentation and cross-sectional area. However, manual muscle segmentation is labor intensive, prone to interobserver variability, and impractical for large-scale clinical use.

Objective: To develop and externally validate a fully automated image-based deep learning platform for cervical vertebral muscle segmentation and SMI calculation and evaluate associations with survival and treatment toxicity outcomes.

Design, setting, and participants: For this prognostic study, …

Multi-Parametric Mri For Radiotherapy Simulation, Tian Li, Jihong Wang, Yingli Yang, Carri K Glide-Hurst, Ning Wen, Jing Cai

Faculty, Staff and Student Publications

Magnetic resonance imaging (MRI) has become an important imaging modality in the field of radiotherapy (RT) in the past decade, especially with the development of various novel MRI and image-guidance techniques. In this review article, we will describe recent developments and discuss the applications of multi-parametric MRI (mpMRI) in RT simulation. In this review, mpMRI refers to a general and loose definition which includes various multi-contrast MRI techniques. Specifically, we will focus on the implementation, challenges, and future directions of mpMRI techniques for RT simulation.

Outcomes After Definitive Treatment For Cutaneous Angiosarcomas Of The Face And Scalp: Reevaluating The Role Of Surgery And Radiation Therapy, Alison K Yoder, Ahsan S Farooqi, Cort Wernz, Aparna Subramaniam, Vinod Ravi, Ryan Goepfert, Erich M Sturgis, Devarati Mitra, Andrew J Bishop, B Ashleigh Guadagnolo

Faculty, Staff and Student Publications

INTRODUCTION: We investigated outcomes and prognostic factors for patients treated for cutaneous angiosarcoma (CA).

METHODS: We conducted a retrospective review of patients treated for CA of the face and scalp from 1962 to 2019. All received definitive treatment with surgery, radiation (RT), or a combination (S-XRT). The Kaplan-Meier method was used to estimate outcomes. Multivariable analyses were conducted using the Cox proportional hazards model.

RESULTS: For the 143 patients evaluated median follow-up was 33 months. Five-year LC was 51% and worse in patients with tumors >5 cm, multifocal tumors, those treated pre-2000, and with single modality therapy (SMT). These remained …

Fairness-Aware Class Imbalanced Learning On Multiple Subgroups, Davoud Ataee Tarzanagh, Bojian Hou, Boning Tong, Qi Long, Li Shen

Faculty, Staff and Student Publications

We present a novel Bayesian-based optimization framework that addresses the challenge of generalization in overparameterized models when dealing with imbalanced subgroups and limited samples per subgroup. Our proposed tri-level optimization framework utilizes local predictors, which are trained on a small amount of data, as well as a fair and class-balanced predictor at the middle and lower levels. To effectively overcome saddle points for minority classes, our lower-level formulation incorporates sharpness-aware minimization. Meanwhile, at the upper level, the framework dynamically adjusts the loss function based on validation loss, ensuring a close alignment between the global predictor and local predictors. Theoretical analysis …

Knowledge Representation And Management 2022: Findings In Ontology Development And Applications, Jean Charlet, Licong Cui, Section Editors For The Imia Yearbook Section On Knowledge Representation And Management

Faculty, Staff and Student Publications

OBJECTIVES: To select, present, and summarize the best papers in 2022 for the Knowledge Representation and Management (KRM) section of the International Medical Informatics Association (IMIA) Yearbook.

METHODS: We conducted PubMed queries and followed the IMIA Yearbook guidelines for performing biomedical informatics literature review to select the best papers in KRM published in 2022.

RESULTS: We retrieved 1,847 publications from PubMed. We nominated 15 candidate best papers, and two of them were finally selected as the best papers in the KRM section. The topics covered by the candidate papers include ontology and knowledge graph creation, ontology applications, ontology quality assurance, …

Identifying Contributing Factors Associated With Dental Adverse Events Through A Pragmatic Electronic Health Record-Based Root Cause Analysis, Elsbeth Kalenderian, Suhasini Bangar, Alfa Yansane, Duong Tran, Emily Sedlock, Yan Xiao, Janelle Urata, Greg Olson, Amy Franklin, Krishna Kookal, Ana Ibarra-Noriega, Sayali Tungare, Oluwabunmi Tokede, Heiko Spallek, Joel M White, Muhammad F Walji

Faculty, Staff and Student Publications

OBJECTIVE: This study assessed contributing factors associated with dental adverse events (AEs).

METHODS: Seven electronic health record-based triggers were deployed identifying potential AEs at 2 dental institutions. From 4106 flagged charts, 2 reviewers examined 439 charts selected randomly to identify and classify AEs using our dental AE type and severity classification systems. Based on information captured in the electronic health record, we analyzed harmful AEs to assess potential contributing factors; harmful AEs were defined as those that resulted in temporary moderate to severe harm, required hospitalization, or resulted in permanent moderate to severe harm. We classified potential contributing factors according …