Biomedical Informatics Commons^™

A Potential Role For Magi-1 In The Bi-Directional Relationship Between Major Depressive Disorder And Cardiovascular Disease, Priyanka Banerjee, Khanh Chau, Sivareddy Kotla, Eleanor L Davis, Estefani Berrios Turcios, Shengyu Li, Zhang Pengzhi, Guangyu Wang, Gopi Krishna Kolluru, Abhishek Jain, John P Cooke, Junichi Abe, Nhat-Tu Le

Faculty, Staff and Student Publications

Purpose of review: Major Depressive Disorder (MDD) is characterized by persistent symptoms such as fatigue, loss of interest in activities, feelings of sadness and worthlessness. MDD often coexist with cardiovascular disease (CVD), yet the precise link between these conditions remains unclear. This review explores factors underlying the development of MDD and CVD, including genetic, epigenetic, platelet activation, inflammation, hypothalamic-pituitary-adrenal (HPA) axis activation, endothelial cell (EC) dysfunction, and blood-brain barrier (BBB) disruption.

Recent findings: Single nucleotide polymorphisms (SNPs) in the membrane-associated guanylate kinase WW and PDZ domain-containing protein 1 (MAGI-1) are associated with neuroticism and psychiatric disorders including MDD. SNPs in …

Co-Targeting Sos1 Enhances The Antitumor Effects Of Krasg12c Inhibitors By Addressing Intrinsic And Acquired Resistance, Venu Thatikonda, Hengyu Lyu, Sabine Jurado, Kaja Kostyrko, Christopher A Bristow, Christoph Albrecht, Donat Alpar, Heribert Arnhof, Oliver Bergner, Karin Bosch, Ningping Feng, Sisi Gao, Daniel Gerlach, Michael Gmachl, Melanie Hinkel, Simone Lieb, Astrid Jeschko, Annette A Machado, Thomas Madensky, Ethan D Marszalek, Mikhila Mahendra, Gabriella Melo-Zainzinger, Jessica M Molkentine, Philipp A Jaeger, David H Peng, Robyn L Schenk, Alexey Sorokin, Sandra Strauss, Francesca Trapani, Scott Kopetz, Christopher P Vellano, Mark Petronczki, Norbert Kraut, Timothy P Heffernan, Joseph R Marszalek, Mark Pearson, Irene C Waizenegger, Marco H Hofmann

Faculty, Staff and Student Publications

Combination approaches are needed to strengthen and extend the clinical response to KRAS

Neoadjuvant Talazoparib In Patients With Germline Brca1/2 Mutation-Positive, Early-Stage Triple-Negative Breast Cancer: Exploration Of Tumor Brca Mutational Status, Melinda L Telli, Jennifer K Litton, J Thaddeus Beck, Jason M Jones, Jay Andersen, Lida A Mina, Raymond Brig, Michael Danso, Yuan Yuan, William F Symmans, Julia F Hopkins, Lee A Albacker, Antonello Abbattista, Kay Noonan, Marielena Mata, A Douglas Laird, Joanne L Blum

Faculty, Staff and Student Publications

BACKGROUND: Talazoparib monotherapy in patients with germline BRCA-mutated, early-stage triple-negative breast cancer (TNBC) showed activity in the neoadjuvant setting in the phase II NEOTALA study (NCT03499353). These biomarker analyses further assessed the mutational landscape of the patients enrolled in the NEOTALA study.

METHODS: Baseline tumor tissue from the NEOTALA study was tested retrospectively using FoundationOne

RESULTS: All patients enrolled (N = 61) had TNBC. In the biomarker analysis population, 75.0% (39/52) and 25.0% (13/52) of patients exhibited BRCA1 and BRCA2 mutations, respectively. Strong concordance (97.8%) was observed between tumor BRCA and germline BRCA mutations, and 90.5% (38/42) of patients with …

Understanding, Diagnosing, And Treating Pancreatic Cancer From The Perspective Of Telomeres And Telomerase, Songting Shou, Yuanliang Li, Jiaqin Chen, Xing Zhang, Chuanlong Zhang, Xiaochen Jiang, Fudong Liu, Li Yi, Xiyuan Zhang, En Geer, Zhenqing Pu, Bo Pang

Faculty, Staff and Student Publications

Telomerase is associated with cellular aging, and its presence limits cellular lifespan. Telomerase by preventing telomere shortening can extend the number of cell divisions for cancer cells. In adult pancreatic cells, telomeres gradually shorten, while in precancerous lesions of cancer, telomeres in cells are usually significantly shortened. At this time, telomerase is still in an inactive state, and it is not until before and after the onset of cancer that telomerase is reactivated, causing cancer cells to proliferate. Methylation of the telomerase reverse transcriptase (TERT) promoter and regulation of telomerase by lactate dehydrogenase B (LDHB) is the mechanism of telomerase …

Smyd5 Is A Ribosomal Methyltransferase That Catalyzes Rpl40 Lysine Methylation To Enhance Translation Output And Promote Hepatocellular Carcinoma, Bisi Miao, Ling Ge, Chenxi He, Xinghao Wang, Jibo Wu, Xiang Li, Kun Chen, Jinkai Wan, Shenghui Xing, Lingnan Ren, Zhennan Shi, Shengnan Liu, Yajun Hu, Jiajia Chen, Yanyan Yu, Lijian Feng, Natasha M Flores, Zhihui Liang, Xinyi Xu, Ruoxin Wang, Jian Zhou, Jia Fan, Bin Xiang, En Li, Yuanhui Mao, Jingdong Cheng, Kehao Zhao, Pawel K Mazur, Jiabin Cai, Fei Lan

Faculty, Staff and Student Publications

While lysine methylation is well-known for regulating gene expression transcriptionally, its implications in translation have been largely uncharted. Trimethylation at lysine 22 (K22me3) on RPL40, a core ribosomal protein located in the GTPase activation center, was first reported 27 years ago. Yet, its methyltransferase and role in translation remain unexplored. Here, we report that SMYD5 has robust in vitro activity toward RPL40 K22 and primarily catalyzes RPL40 K22me3 in cells. The loss of SMYD5 and RPL40 K22me3 leads to reduced translation output and disturbed elongation as evidenced by increased ribosome collisions. SMYD5 and RPL40 K22me3 are upregulated in hepatocellular carcinoma …

Large Language Models For Biomedicine: Foundations, Opportunities, Challenges, And Best Practices, Satya S Sahoo, Joseph M Plasek, Hua Xu, Özlem Uzuner, Trevor Cohen, Meliha Yetisgen, Hongfang Liu, Stéphane Meystre, Yanshan Wang

Faculty, Staff and Student Publications

Objectives: Generative large language models (LLMs) are a subset of transformers-based neural network architecture models. LLMs have successfully leveraged a combination of an increased number of parameters, improvements in computational efficiency, and large pre-training datasets to perform a wide spectrum of natural language processing (NLP) tasks. Using a few examples (few-shot) or no examples (zero-shot) for prompt-tuning has enabled LLMs to achieve state-of-the-art performance in a broad range of NLP applications. This article by the American Medical Informatics Association (AMIA) NLP Working Group characterizes the opportunities, challenges, and best practices for our community to leverage and advance the integration of …

Ablative Margin Quantification Using Deformable Versus Rigid Image Registration In Colorectal Liver Metastasis Thermal Ablation: A Retrospective Single-Center Study, Yuan-Mao Lin, Iwan Paolucci, Jessica Albuquerque Marques Silva, Caleb S O'Connor, Jun Hong, Ketan Y Shah, Mohamed E Abdelsalam, Peiman Habibollahi, Kyle A Jones, Kristy K Brock, Bruno C Odisio

Faculty, Staff and Student Publications

Purpose: To investigate the correlation of minimal ablative margin (MAM) quantification using biomechanical deformable (DIR) versus intensity-based rigid image registration (RIR) with local outcomes following colorectal liver metastasis (CLM) thermal ablation.

Methods: This retrospective single-institution study included consecutive patients undergoing thermal ablation between May 2016 and October 2021. Patients who did not have intraprocedural pre- and post-ablation contrast-enhanced CT images for MAM quantification or follow-up period less than 1 year without residual tumor or local tumor progression (LTP) were excluded. DIR and RIR methods were used to quantify the MAM. The registration accuracy was compared using Dice similarity coefficient (DSC). …

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 …

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.

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 …

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.

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 …

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 …

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 …

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 …

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.

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 …

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 …

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 …

Decoding The Molecular Symphony: Interactions Between The M6a And P53 Signaling Pathways In Cancer, Rachel Shoemaker, Mo-Fan Huang, Ying-Si Wu, Cheng-Shuo Huang, Dung-Fang Lee

Faculty, Staff and Student Publications

The p53 tumor suppressor gene governs a multitude of complex cellular processes that are essential for anti-cancer function and whose dysregulation leads to aberrant gene transcription, activation of oncogenic signaling and cancer development. Although mutations can occur at any point in the genetic sequence, missense mutations comprise the majority of observed p53 mutations in cancers regardless of whether the mutation is germline or somatic. One biological process involved in both mutant and wild-type p53 signaling is the N6-methyladenosine (m6A) epitranscriptomic network, a type of post-transcriptional modification involved in over half of all eukaryotic mRNAs. Recently, a significant number of …

Psychosocial Outcomes Of Pain And Pain Management In Adults With Osteogenesis Imperfecta: A Qualitative Study, Whitney S Shepherd, Andrew D Wiese, Hannah E Cho, W Conor Rork, M Usman Baig, Kristin M Kostick, Dianne Nguyen, Erin M Carter, Members Of The Bbdc, Chaya N Murali, Marie-Eve Robinson, Sophie C Schneider, Brendan Lee, V Reid Sutton, Eric A Storch

Faculty, Staff and Students Publications

Objectives

Osteogenesis imperfecta (OI) is a genetic disorder characterized by bone fragility and fractures, short stature, dental abnormalities, hearing loss, scoliosis, and chronic pain. Despite a growing literature on the functional outcomes of OI, limited research has explicitly examined the psychosocial outcomes of pain within OI.

Methods

Adults with OI (N=15) were interviewed to understand pain-related experiences through a thematic analysis of semi-structured interview data. Research team members, genetic research experts, and OI clinicians developed an interview guide focused on topics related to pain and mental health challenges. Participants’ transcripts were coded by two independent coders; codes were then merged …

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 …