Biomedical Informatics Commons^™

Multi-Institutional Audit Of Flash And Conventional Dosimetry With A 3d Printed Anatomically Realistic Mouse Phantom, M Ramish Ashraf, Stavros Melemenidis, Kevin Liu, Veljko Grilj, Jeannette Jansen, Brett Velasquez, Luke Connell, Joseph B Schulz, Claude Bailat, Aaron Libed, Rakesh Manjappa, Suparna Dutt, Luis Soto, Brianna Lau, Aaron Garza, William Larsen, Lawrie Skinner, Amy S Yu, Murat Surucu, Edward E Graves, Peter G Maxim, Stephen F Kry, Marie-Catherine Vozenin, Emil Schüler, Billy W Loo

Faculty, Staff and Student Publications

Purpose: We conducted a multi-institutional dosimetric audit between FLASH and conventional dose rate (CONV) electron irradiations by using an anatomically realistic 3-dimensional (3D) printed mouse phantom.

Methods and materials: A computed tomography (CT) scan of a live mouse was used to create a 3D model of bony anatomy, lungs, and soft tissue. A dual-nozzle 3D printer was used to print the mouse phantom using acrylonitrile butadiene styrene (∼1.02 g/cm3) and polylactic acid (∼1.24 g/cm3) simultaneously to simulate soft tissue and bone densities, respectively. The lungs were printed separately using lightweight polylactic acid (∼0.64 g/cm3). Hounsfield units (HU), densities, and print-to-print …

Errors In Genome Sequencing Result Disclosures: A Randomized Controlled Trial Comparing Neonatology Non-Genetics Healthcare Professionals And Genetic Counselors, Tanner F Coleman, Jada Pugh, Whitley V Kelley, Kelly M East, Veronica Greve, Candice R Finnila, Ava Henson, Bruce R Korf, Gregory S Barsh, Gregory M Cooper, Meagan E Cochran

Faculty, Staff and Student Publications

Purpose: We compared the rate of errors in genome sequencing (GS) result disclosures by genetic counselors (GC) and trained non-genetics healthcare professionals (NGHPs) in SouthSeq, a randomized trial utilizing GS in critically ill infants.

Methods: Over 400 recorded GS result disclosures were analyzed for major and minor errors. We used Fisher's exact test to compare error rates between GCs and NGHPs and performed a qualitative content analysis to characterize error themes.

Results: Major errors were identified in 7.5% of disclosures by NGHPs and in no disclosures by GCs. Minor errors were identified in 32.1% of disclosures by NGHPs and in …

A Comparison Of Methods For In Vivo Activity And Absorbed Dose Quantification With Pet/Ct Following Yttrium-90 Radioembolization, Eric Courtney Henry, Armeen Mahvash, Benjamin P Lopez, Srinivas Cheenu Kappadath

Faculty, Staff and Student Publications

Background: Yttrium-90 (90Y) positron emission tomography (PET)/computed tomography (CT) imaging is increasingly being used to perform tumor (T) and normal liver (NL) voxel dosimetry after 90Y-radioembolization (90Y-RE). Yet, the accuracy of in vivo 90Y-PET/CT imaging, subject to motion blur and co-registration inaccuracies, and 90Y-PET/CT dose quantification, subject to availability of different voxel dosimetry algorithms, are not well understood.

Purpose: The purpose of this study was to investigate the accuracy of 90Y-PET/CT-based activity estimates following 90Y-RE and characterize differences between 90Y-PET/CT-based voxel dosimetry algorithms.

Methods: Thirty-five patients underwent 90Y-PET/CT imaging after 90Y-RE with TheraSphere. The net administered 90Y activity (Aadmin) was …

Eosinophilia During Lenalidomide Therapy In Myelodysplastic Syndrome, Koji Sasaki, Hagop Kantarjian, Guillermo Montalban-Bravo, Danielle Hammond, Elias Jabbour, Rashmi Kanagal-Shamanna, Kelly Chien, Guillermo Garcia-Manero

Faculty, Staff and Student Publications

Background: Lenalidomide is an immunomodulatory therapy used to treat multiple hematologic malignancies. The incidence of eosinophilia and hypereosinophilia during lenalidomide therapy, and the requirement for high-dose steroids are not well-defined PATIENTS AND METHODS: We retrospectively reviewed 44 patients with myelodysplastic syndromes who were treated with lenalidomide therapy from August 2006 and March 2023.

Results: Eosinophilia (0.5-1.5 × 109/L) and hypereosinophilia (>1.5 × 109/L) were observed in 6 patients (14%) and 4 patients (9%), respectively. The median duration of lenalidomide therapy was 6.5 months. Backward multivariate ordinary logistic regression identified higher absolute eosinophil count (OR, 4759.986; 95% CI, 11.223-2018772.073; P …

Frontline Therapy Of Acute Myeloid Leukemia With Lower Intensity Regimens: Where Are We Now And Where Can We Go?, Jennifer Marvin-Peek, Jason S Gilbert, Daniel A Pollyea, Courtney D Dinardo

Faculty, Staff and Student Publications

The advent of molecularly targeted therapeutics has transformed the management of patients with acute myeloid leukemia (AML). Particularly for individuals unfit for intensive chemotherapy, lower intensity therapies (LIT) incorporating small molecules have significantly improved patient outcomes. With BCL2, IDH1, IDH2, and FLT3 inhibitors widely used for relapsed AML, combination regimens are now utilized in the frontline. Expansion of these targeted LIT combinations, along with development of novel agents including menin inhibitors, exemplifies the promise of precision medicine. Further understanding of molecular drivers of leukemic transformation and mechanisms of relapse will continue to advance frontline treatment options for patients with AML.

American Association Of Plastic Surgeons Consensus On Breast Implant-Associated Anaplastic Large-Cell Lymphoma, Mark W Clemens, Terence M Myckatyn, Arianna Di Napoli, Andrew L Feldman, Elaine S Jaffe, Cara L Haymaker, Steven M Horwitz, Kelly K Hunt, Marshall E Kadin, Colleen M Mccarthy, Roberto N Miranda, H Miles Prince, Fabio Santanelli Di Pompeo, Sari D Holmes, Linda G Phillips

Faculty, Staff and Student Publications

BACKGROUND: In the absence of high-quality evidence, there is a need for guidelines and multidisciplinary consensus recommendations on breast implant-associated anaplastic large-cell lymphoma (BIA-ALCL). The purpose of this expert consensus conference was to evaluate the existing evidence regarding the diagnosis and management of BIA-ALCL caused by textured implants. This article aims to provide evidence-based recommendations regarding the management and prevention of BIA-ALCL.

METHODS: A comprehensive search was conducted in the MEDLINE, Cochrane Library, and Embase databases, and supplemented by manual searches of relevant English-language articles and "related articles" sections. Studies focusing on breast surgery and lymphoma associated with breast implants …

Feasibility And Acceptability Of A Nurse-Led Telehealth Intervention (Bolster) To Support Patients With Peritoneal Carcinomatosis And Their Caregivers: A Pilot Randomized Clinical Trial, Rachel A Pozzar, Andrea C Enzinger, Catherine Howard, Anna Tavormina, Ursula A Matulonis, Susana Campos, Joyce F Liu, Neil Horowitz, Panagiotis A Konstantinopoulos, Carolyn Krasner, Jaclyn A Wall, Kate Sciacca, Larissa A Meyer, Charlotta Lindvall, Alexi A Wright

Faculty, Staff and Student Publications

Objective: Patients with advanced gynecologic (GYN) and gastrointestinal (GI) cancers frequently develop peritoneal carcinomatosis (PC), which limits prognosis and diminishes health-related quality of life (HRQoL). Palliative procedures may improve PC symptoms, yet patients and caregivers report feeling unprepared to manage ostomies, catheters, and other complex needs. Our objectives were to (1) assess the feasibility of an efficacy trial of a nurse-led telehealth intervention (BOLSTER) for patients with PC and their caregivers; and (2) assess BOLSTER's acceptability, potential to improve patients' HRQoL and self-efficacy, and potential impact on advance care planning (ACP).

Methods: Pilot feasibility RCT. Recently hospitalized adults with advanced …

Multi-Scale Variational Autoencoder For Imputation Of Missing Values In Untargeted Metabolomics Using Whole-Genome Sequencing Data, Chen Zhao, Kuan-Jui Su, Chong Wu, Xuewei Cao, Qiuying Sha, Wu Li, Zhe Luo, Tian Qing, Chuan Qiu, Lan Juan Zhao, Anqi Liu, Lindong Jiang, Xiao Zhang, Hui Shen, Weihua Zhou, Hong-Wen Deng

Faculty, Staff and Student Publications

Background: Missing data is a common challenge in mass spectrometry-based metabolomics, which can lead to biased and incomplete analyses. The integration of whole-genome sequencing (WGS) data with metabolomics data has emerged as a promising approach to enhance the accuracy of data imputation in metabolomics studies.

Method: In this study, we propose a novel method that leverages the information from WGS data and reference metabolites to impute unknown metabolites. Our approach utilizes a multi-scale variational autoencoder to jointly model the burden score, polygenetic risk score (PGS), and linkage disequilibrium (LD) pruned single nucleotide polymorphisms (SNPs) for feature extraction and missing metabolomics …

Management Of Patients With Early-Stage Oropharyngeal Cancer With Clinically Positive Retropharyngeal Lymph Nodes, Luisa Encarnacion Jacomina, Amy Catherine Moreno

Faculty, Staff and Student Publications

No abstract provided.

Response-Adapted Ultralow-Dose Radiation Therapy For Orbital Indolent B-Cell Lymphoma: A Phase 2 Nonrandomized Controlled Trial, Chelsea C Pinnix, Bouthaina S Dabaja, Jillian R Gunther, Penny Q Fang, Susan Y Wu, Loretta J Nastoupil, Paolo Strati, Ranjit Nair, Sairah Ahmed, Raphael Steiner, Jason Westin, Sattva Neelapu, Maria A Rodriguez, Hun Ju Lee, Michael Wang, Christopher Flowers, Lei Feng, Bita Esmaeli

Faculty, Staff and Student Publications

Importance: Radiation therapy to doses of 24 to 36 Gy is currently used to treat indolent B-cell lymphoma of the ocular adnexa; however, ocular adverse effects are common.

Objective: To determine if a response-adapted radiation therapy strategy will result in excellent disease outcomes while reducing orbital morbidity.

Design, setting, and participants: This single-institution, phase 2 prospective nonrandomized controlled trial of a response-adapted strategy involved 50 evaluable patients with stage I to IV indolent B-cell lymphoma of the ocular adnexa enrolled between July 2015 and January 2021. This treatment approach was also retrospectively evaluated with a separate 55-patient cohort treated between …

Ixazomib Plus Daratumumab And Dexamethasone: Final Analysis Of A Phase 2 Study Among Patients With Relapsed/Refractory Multiple Myeloma, Sosana Delimpasi, Meletios A Dimopoulos, Jan Straub, Argiris Symeonidis, Luděk Pour, Roman Hájek, Cyrille Touzeau, Viralkumar K Bhanderi, Jesus G Berdeja, Petr Pavlíček, Jeffrey V Matous, Pawel J Robak, Kaveri Suryanarayan, Alison Miller, Miguel Villarreal, Dasha Cherepanov, Jaydeep K Srimani, Huilan Yao, Richard Labotka, Robert Z Orlowski

Faculty, Staff and Student Publications

Novel therapies have improved outcomes for multiple myeloma (MM) patients, but most ultimately relapse, making treatment decisions for relapsed/refractory MM (RRMM) patients increasingly challenging. We report the final analysis of a single-arm, phase 2 study evaluating the oral proteasome inhibitor (PI) ixazomib combined with daratumumab and dexamethasone (IDd; NCT03439293). Sixty-one RRMM patients (ixazomib/daratumumab-naïve; 1-3 prior therapies) were enrolled to receive IDd (28-day cycles) until disease progression/unacceptable toxicity. Median age was 69 years; 14.8% of patients had International Staging System stage III disease; 14.8% had received three prior therapies. Patients received a median of 16 cycles of IDd. In 59 response-evaluable …

Determinant Of 30-Day Mortality Of Pulmonary Legionellosis: Do Coinfections Matter?, Takahiro Matsuo, Sebastian Wurster, Ying Jiang, Jeffrey Tarrand, Scott E Evans, Dimitrios P Kontoyiannis

Faculty, Staff and Student Publications

We retrospectively reviewed 64 cases of cancer with pulmonary legionellosis (Legionella pneumophila in 73%). Nearly all patients received Legionella-active antibiotics, yet 30-day mortality was 23%. Independent predictors of 30-day mortality were hyponatremia, bilateral lung involvement, and Sequential Organ Failure Assessment score ≥5. Lung coinfections were common (31%) but did not significantly increase mortality.

Inferring Super-Resolution Tissue Architecture By Integrating Spatial Transcriptomics With Histology, Daiwei Zhang, Amelia Schroeder, Hanying Yan, Haochen Yang, Jian Hu, Michelle Y Y Lee, Kyung S Cho, Katalin Susztak, George X Xu, Michael D Feldman, Edward B Lee, Emma E Furth, Linghua Wang, Mingyao Li

Faculty, Staff and Student Publications

Spatial transcriptomics (ST) has demonstrated enormous potential for generating intricate molecular maps of cells within tissues. Here we present iStar, a method based on hierarchical image feature extraction that integrates ST data and high-resolution histology images to predict spatial gene expression with super-resolution. Our method enhances gene expression resolution to near-single-cell levels in ST and enables gene expression prediction in tissue sections where only histology images are available.

Proton Therapy Toxicity Outcomes For Localized Prostate Cancer: Long-Term Results At A Comprehensive Cancer Center, Alan J Sosa, Michael K Rooney, Howard D Thames, Jeremiah W Sanders, David M Swanson, Seungtaek L Choi, Quynh-Nhu Nguyen, Henry Mok, Deborah A Kuban, X Ron Zhu, Shalin Shah, Lauren L Mayo, Karen E Hoffman, Chad Tang, Sean E Mcguire, Narayan Sahoo, Xiaodong Zhang, Andrew K Lee, Thomas J Pugh, Usama Mahmood, John W Davis, Brian F Chapin, Paul Corn, Reena Kudchadker, Noveen Ausat, Steven J Frank

Faculty, Staff and Student Publications

BACKGROUND: Proton therapy (PT) has unique biologic properties with excellent clinical outcomes for the management of localized prostate cancer. Here, we aim to characterize the toxicity of PT for patients with localized prostate cancer and propose mitigation strategies using a large institutional database.

METHODS: We reviewed medical records of 2772 patients with localized prostate cancer treated with definitive PT between May 2006 through January 2020. Disease risk was stratified according to National Comprehensive Cancer Network guidelines as low [LR, n = 640]; favorable-intermediate [F-IR, n = 849]; unfavorable-intermediate [U-IR, n = 851]; high [HR, n = 315]; or very high …

Beneficial Effects Of Lactobacillus Plantarum On Growth Performance, Immune Status, Antioxidant Function And Intestinal Microbiota In Broilers, Xiao Xiao, Tiantian Cui, Songke Qin, Tao Wang, Jinsong Liu, Lihan Sa, Yanping Wu, Yifan Zhong, Caimei Yang

Faculty, Staff and Student Publications

Lactobacillus plantarum (L. plantarum) has been globally regarded as antibiotic alternative in animal farming in the past few years. However, the potential function of L. plantarum in broilers has not been systemically explored. In this study, a total of 560 one-day-old yellow-feathered broilers were randomly divided into 3 groups, fed with basal diet and drank with L. plantarum HJZW08 (LP) at the concentration of 0 (CON), 1000 × 10^5 (LP1000), and 2000 × 10^5 CFU/L (LP2000) for 70 d. Results showed that the body weight (BW), average daily …

Landmark-Based Auto-Contouring Of Clinical Target Volumes For Radiotherapy Of Nasopharyngeal Cancer, Carlos Sjogreen, Tucker J Netherton, Anna Lee, Moaaz Soliman, Skylar S Gay, Callistus Nguyen, Raymond Mumme, Ivan Vazquez, Dong Joo Rhee, Carlos E Cardenas, Mary K Martel, Beth M Beadle, Laurence Edward Court

Faculty, Staff and Student Publications

Background: The delineation of clinical target volumes (CTVs) for radiotherapy for nasopharyngeal cancer is complex and varies based on the location and extent of disease.

Purpose: The current study aimed to develop an auto-contouring solution following one protocol guidelines (NRG-HN001) that can be adjusted to meet other guidelines, such as RTOG-0225 and the 2018 International guidelines.

Methods: The study used 2-channel 3-dimensional U-Net and nnU-Net framework to auto-contour 27 normal structures in the head and neck (H&N) region that are used to define CTVs in the protocol. To define the CTV-Expansion (CTV1 and CTV2) and CTV-Overall (the outer envelope of …

Unraveling The Role Of Mir-181 In Skin Fibrosis Pathogenesis By Targeting Nudt21, Tingting W Mills, Minghua Wu, Jerry Alonso, Hydia Puente, Julio Charles, Zheng Chen, Seung-Hee Yoo, Maureen D Mayes, Shervin Assassi

Faculty, Staff and Student Publications

Systemic sclerosis (SSc) is a life-threatening autoimmune disease characterized by widespread fibrosis in the skin and several internal organs. Nudix Hydrolase 21 (NUDT2 or CFIm25) downregulation in fibroblasts is known to play detrimental roles in both skin and lung fibrosis. This study aims to investigate the upstream mechanisms that lead to NUDT21 repression in skin fibrosis. We identified transforming growth factor β (TGFβ1) as the primary cytokine that downregulated NUDT21 in normal skin fibroblasts. In the bleomycin-induced dermal fibrosis model, consistent with the peak activation of TGFβ1 at the late fibrotic stage, NUDT21 was downregulated at this stage, and delayed …

Quantitative Evaluation Of 90y-Pet/Ct And 90y-Spect/Ct-Based Dosimetry Following Yttrium-90 Radioembolization, Srinivas Cheenu Kappadath, Eric Courtney Henry, Benjamin P Lopez, Armeen Mahvash

Faculty, Staff and Student Publications

Background: Following yttrium-90 radioembolization (90Y-RE), 90Y-PET/CT and 90Y-SPECT/CT imaging provide the means to calculate the voxelized absorbed dose distribution. Given the widespread use of the two imaging modalities and lack of well-established standardized dosimetry protocols for 90Y-RE, there is a clinical need to systematically investigate and evaluate differences in the performance of voxel-based dosimetry between 90Y-PET/CT and 90Y-SPECT/CT.

Purpose: To quantitatively analyze and compare 90Y-PET/CT and 90Y-SPECT/CT-based dosimetry following 90Y-RE.

Methods: 90Y-PET/CT and 90Y-SPECT/CT imaging was acquired for 35 patients following 90Y-RE with TheraSphere for the treatment of unresectable hepatocellular carcinoma. Dosimetry was performed using the local deposition method with …

Lessons Learnt From Broad-Spectrum Coronavirus Antiviral Drug Discovery, Andrew A Bolinger, Jun Li, Xuping Xie, Hongmin Li, Jia Zhou

Faculty, Staff and Student Publications

Introduction: Highly pathogenic coronaviruses (CoVs), such as severe acute respiratory syndrome CoV (SARS-CoV), Middle East respiratory syndrome CoV (MERS-CoV), and the most recent SARS-CoV-2 responsible for the COVID-19 pandemic, pose significant threats to human populations over the past two decades. These CoVs have caused a broad spectrum of clinical manifestations ranging from asymptomatic to severe distress syndromes (ARDS), resulting in high morbidity and mortality.

Areas covered: The accelerated advancements in antiviral drug discovery, spurred by the COVID-19 pandemic, have shed new light on the imperative to develop treatments effective against a broad spectrum of CoVs. This perspective discusses strategies and …

Comparing The Diagnostic Yield Of Germline Exome Versus Panel Sequencing In The Diverse Population Of The Texas Kidscanseq Pediatric Cancer Study, Lauren R Desrosiers-Battu, Tao Wang, Jacquelyn Reuther, George Miles, Hongzheng Dai, Eunji Jo, Heidi Russell, Robin Raesz-Martinez, Alva Recinos, Stephanie Gutierrez, Amy Thomas, Emily Berenson, Jessica Corredor, Kimberly Nugent, Rachel Wyatt Castillo, Rebecca Althaus, Rebecca Littlejohn, Shawn Gessay, Gail Tomlinson, Jonathan Gill, Juan Carlos Bernini, Kelly Vallance, Timothy Griffin, Sarah Scollon, Frank Y Lin, Christine Eng, Shashikant Kulkarni, Susan G Hilsenbeck, Angshumoy Roy, Amy L Mcguire, D Williams Parsons, Sharon E Plon

Faculty, Staff and Student Publications

Purpose: To evaluate the relative diagnostic yield of clinical germline genomic tests in a diverse pediatric cancer population.

Patients and methods: The KidsCanSeq study enrolled pediatric cancer patients across six sites in Texas. Germline analysis included both exome sequencing and a therapy-focused pediatric cancer gene panel. The results were categorized by participants demographics, the presence of pathogenic or likely pathogenic (P/LP) variants, and variants of uncertain significance (VUS) in cancer predisposition genes (CPGs). Pediatric actionable CPGs were defined as those with cancer surveillance recommendations during childhood.

Results: Cancer P/LP variants were reported by at least one platform in 103 of …

Highly Reusable Electrochemical Immunosensor For Ultrasensitive Protein Detection, Kavya L Singampalli, Camille Neal-Harris, Cassian Yee, Jamie S Lin, Peter B Lillehoj

Faculty, Staff and Student Publications

The detection and quantification of protein biomarkers in bodily fluids is important for many clinical applications, including disease diagnosis and health monitoring. Current techniques for ultrasensitive protein detection, such as enzyme-linked immunosorbent assay (ELISA) and electrochemical sensing, involve long incubation times (1.5-3 hr) and rely on single-use sensing electrodes which can be costly and generate excessive waste. This work demonstrates a reusable electrochemical immunosensor employing magnetic nanoparticles (MNPs) and dually labeled gold nanoparticles (AuNPs) for ultrasensitive measurements of protein biomarkers. As proof of concept, this platform was used to detect C-X-C motif chemokine ligand 9 (CXCL9), a biomarker associated with …

Cmtm4 Inhibits Gastric Tumorigenesis And Metastasis, Xiurui Han, Weiwei Fu, Qinghua Sun, Jing Ning, Jing Zhang, Silvio Matsas, Fabrício Freire De Melo, Hejun Zhang, Xinyu Hao, Qiao Meng, Yueqing Gong, Huiling Zheng, Jing Zhang, Shigang Ding

Faculty, Staff and Student Publications

BACKGROUND: CKLF-like MARVEL transmembrane domain-containing 4 (CMTM4) is involved in immune regulation and tumor progression; however, its role in gastric cancer (GC) remains unclear. This study explored the role and mechanism of CMTM4 in GC.

METHODS: Immunohistochemistry was used to analyze CMTM4 expression in human gastric biopsied cells from patients with GC (N=23) or chronic superficial gastritis (N=23). To investigate the function of CMTM4 in GC cells, the gene

RESULTS: CMTM4 expression was more downregulated in the human GC tissues than the gastritis tissues. CMTM4 overexpression significantly inhibited the proliferation, migration, and invasion of the GC cells, whereas CMTM4 knockdown …

Single-Center Clinical Experience Of Extended Sleeve Lobectomy (Esl) Versus Standard Sleeve Lobectomy (Sl), Haoyou Wang, Wei Wang, Peng Zu, Gregor J Kocher, Mara B Antonoff, Alberto Lopez-Pastorini, Chenlei Zhang, Wei Chen, Hongxu Liu

Faculty, Staff and Student Publications

Background: Sleeve lobectomy (SL) and extended SL (ESL), which aim to preserve pulmonary function and enhance the quality of life of patients while ensuring oncological outcomes, are valuable surgical options for the treatment of centrally located non-small cell lung cancer (NSCLC). This study aimed to compare perioperative adverse events and long-term survival between SL and ESL in NSCLC patients, providing a comprehensive review of surgical outcomes, complications, and survival to assess the roles of SL and ESL in thoracic oncology.

Methods: This single-center retrospective study assessed the outcomes of NSCLC patients who underwent SL or ESL from June 2014 to …

Special Supplement Issue On Quality Assurance And Enrichment Of Biological And Biomedical Ontologies And Terminologies, Licong Cui, Ankur Agrawal

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Ontologies and terminologies serve as the backbone of knowledge representation in biomedical domains, facilitating data integration, interoperability, and semantic understanding across diverse applications. However, the quality assurance and enrichment of these resources remain an ongoing challenge due to the dynamic nature of biomedical knowledge. In this editorial, we provide an introductory summary of seven articles included in this special supplement issue for quality assurance and enrichment of biological and biomedical ontologies and terminologies. These articles span a spectrum of topics, such as development of automated quality assessment frameworks for Resource Description Framework (RDF) resources, identification of missing concepts in SNOMED …

Stie: Single-Cell Level Deconvolution, Convolution, And Clustering In In Situ Capturing-Based Spatial Transcriptomics, Shijia Zhu, Naoto Kubota, Shidan Wang, Tao Wang, Guanghua Xiao, Yujin Hoshida

Faculty, Staff and Student Publications

In in situ capturing-based spatial transcriptomics, spots of the same size and printed at fixed locations cannot precisely capture the randomly-located single cells, therefore inherently failing to profile transcriptome at the single-cell level. To this end, we present STIE, an Expectation Maximization algorithm that aligns the spatial transcriptome to its matched histology image-based nuclear morphology and recovers missing cells from ~70% gap area, thereby achieving the real single-cell level and whole-slide scale deconvolution, convolution, and clustering for both low- and high-resolution spots. STIE characterizes cell-type-specific gene expression and demonstrates outperforming concordance with true cell-type-specific transcriptomic signatures than the other spot- …

Micronuclear Collapse From Oxidative Damage, Melody Di Bona, Yanyang Chen, Albert S Agustinus, Alice Mazzagatti, Mercedes A Duran, Matthew Deyell, Daniel Bronder, James Hickling, Christy Hong, Lorenzo Scipioni, Giulia Tedeschi, Sara Martin, Jun Li, Aušrinė Ruzgaitė, Nadeem Riaz, Parin Shah, Edridge K D'Souza, D Zack Brodtman, Simone Sidoli, Bill Diplas, Manisha Jalan, Nancy Y Lee, Alban Ordureau, Benjamin Izar, Ashley M Laughney, Simon Powell, Enrico Gratton, Stefano Santaguida, John Maciejowski, Peter Ly, Thomas M Jeitner, Samuel F Bakhoum

Faculty, Staff and Student Publications

Chromosome-containing micronuclei are a hallmark of aggressive cancers. Micronuclei frequently undergo irreversible collapse, exposing their enclosed chromatin to the cytosol. Micronuclear rupture catalyzes chromosomal rearrangements, epigenetic abnormalities, and inflammation, yet mechanisms safeguarding micronuclear integrity are poorly understood. In this study, we found that mitochondria-derived reactive oxygen species (ROS) disrupt micronuclei by promoting a noncanonical function of charged multivesicular body protein 7 (CHMP7), a scaffolding protein for the membrane repair complex known as endosomal sorting complex required for transport III (ESCRT-III). ROS retained CHMP7 in micronuclei while disrupting its interaction with other ESCRT-III components. ROS-induced cysteine oxidation stimulated CHMP7 oligomerization and …

Identification Of A0 Minimum Ablative Margins For Colorectal Liver Metastases: Multicentre, Retrospective Study Using Deformable Ct Registration And Artificial Intelligence-Based Autosegmentation, Iwan Paolucci, Jessica Albuquerque Marques Silva, Yuan-Mao Lin, Gregor Laimer, Valentina Cignini, Francesca Menchini, Marcio Meira, Alexander Shieh, Caleb O'Connor, Kyle A Jones, Carlo Gazzera, Paolo Fonio, Kristy K Brock, Marco Calandri, Marcos Menezes, Reto Bale, Bruno C Odisio

Faculty, Staff and Student Publications

Background: Several ablation confirmation software methods for minimum ablative margin assessment have recently been developed to improve local outcomes for patients undergoing thermal ablation of colorectal liver metastases. Previous assessments were limited to single institutions mostly at the place of development. The aim of this study was to validate the previously identified 5 mm minimum ablative margin (A0) using autosegmentation and biomechanical deformable image registration in a multi-institutional setting.

Methods: This was a multicentre, retrospective study including patients with colorectal liver metastases undergoing CT- or ultrasound-guided microwave or radiofrequency ablation during 2009-2022, reporting 3-year local disease progression (residual unablated tumour …

Inhibition Of Ulk1/2 And Kras G12c Controls Tumor Growth In Preclinical Models Of Lung Cancer, Phaedra C Ghazi, Kayla T O'Toole, Sanjana Srinivas Boggaram, Michael T Scherzer, Mark R Silvis, Yun Zhang, Madhumita Bogdan, Bryan D Smith, Guillermina Lozano, Daniel L Flynn, Eric L Snyder, Conan G Kinsey, Martin Mcmahon

Faculty, Staff and Student Publications

Mutational activation of KRAS occurs commonly in lung carcinogenesis and, with the recent U.S. Food and Drug Administration approval of covalent inhibitors of KRASG12C such as sotorasib or adagrasib, KRAS oncoproteins are important pharmacological targets in non-small cell lung cancer (NSCLC). However, not all KRASG12C-driven NSCLCs respond to these inhibitors, and the emergence of drug resistance in those patients who do respond can be rapid and pleiotropic. Hence, based on a backbone of covalent inhibition of KRASG12C, efforts are underway to develop effective combination therapies. Here, we report that the inhibition of KRASG12C signaling increases autophagy in KRASG12C-expressing lung cancer …

Successful Management Of Pre-Existing Psoriatic Arthritis Through Targeting The Il-23/Il-17 Axis In Cancer Patients Receiving Immune Checkpoint Inhibitor Therapy: A Case Series, Yuanteng Jeff Li, Pavlos Msaouel, Matthew Campbell, Patrick Hwu, Adi Diab, Sang T Kim

Faculty, Staff and Student Publications

BACKGROUND: Immune checkpoint inhibitors (ICIs) have significantly improved outcomes for patients with cancer. However, these therapies are associated with adverse events including de novo immune-related adverse events or flare of pre-exiting autoimmune disorders. Up to 80% of patients with cancer and pre-existing psoriasis (PsO) or psoriatic arthritis (PsA) experience PsO/PsA flare after initiating ICIs. Targeting the interleukin (IL)-17/IL-23 axis is a mainstream of the PsO/PsA treatment. However, whether this treatment can effectively control PsO/PsA with ICI exposure while preserving anti-tumour efficacy remains unknown.

CASE REPORTS: We report three patients with PsA and cancer, who received ICIs for their cancer treatment. …

Detection Of Distant Relatedness In Biobanks To Identify Undiagnosed Cases Of Mendelian Disease As Applied To Long Qt Syndrome, Megan C Lancaster, Hung-Hsin Chen, M Benjamin Shoemaker, Matthew R Fleming, Teresa L Strickland, James T Baker, Grahame F Evans, Hannah G Polikowsky, David C Samuels, Chad D Huff, Dan M Roden, Jennifer E Below

Faculty, Staff and Student Publications

Rare genetic diseases are typically studied in referral populations, resulting in underdiagnosis and biased assessment of penetrance and phenotype. To address this, we develop a generalizable method of genotype inference based on distant relatedness and deploy this to identify undiagnosed Type 5 Long QT Syndrome (LQT5) rare variant carriers in a non-referral population. We identify 9 LQT5 families referred to a single specialty clinic, each carrying p.Asp76Asn, the most common LQT5 variant. We uncover recent common ancestry and a single shared haplotype among probands. Application to a non-referral population of 69,819 BioVU biobank subjects identifies 22 additional subjects sharing this …