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Biomedical Informatics

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Articles 3091 - 3120 of 8887

Full-Text Articles in Medicine and Health Sciences

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 Sep 2024

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 Sep 2024

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 Sep 2024

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 …


Refai: A Gpt-Powered Retrieval-Augmented Generative Tool For Biomedical Literature Recommendation And Summarization, Yiming Li, Jeff Zhao, Manqi Li, Yifang Dang, Evan Yu, Jianfu Li, Zenan Sun, Usama Hussein, Jianguo Wen, Ahmed M Abdelhameed, Junhua Mai, Shenduo Li, Yue Yu, Xinyue Hu, Daowei Yang, Jingna Feng, Zehan Li, Jianping He, Wei Tao, Tiehang Duan, Yanyan Lou, Fang Li, Cui Tao Sep 2024

Refai: A Gpt-Powered Retrieval-Augmented Generative Tool For Biomedical Literature Recommendation And Summarization, Yiming Li, Jeff Zhao, Manqi Li, Yifang Dang, Evan Yu, Jianfu Li, Zenan Sun, Usama Hussein, Jianguo Wen, Ahmed M Abdelhameed, Junhua Mai, Shenduo Li, Yue Yu, Xinyue Hu, Daowei Yang, Jingna Feng, Zehan Li, Jianping He, Wei Tao, Tiehang Duan, Yanyan Lou, Fang Li, Cui Tao

Faculty, Staff and Student Publications

Objectives: Precise literature recommendation and summarization are crucial for biomedical professionals. While the latest iteration of generative pretrained transformer (GPT) incorporates 2 distinct modes-real-time search and pretrained model utilization-it encounters challenges in dealing with these tasks. Specifically, the real-time search can pinpoint some relevant articles but occasionally provides fabricated papers, whereas the pretrained model excels in generating well-structured summaries but struggles to cite specific sources. In response, this study introduces RefAI, an innovative retrieval-augmented generative tool designed to synergize the strengths of large language models (LLMs) while overcoming their limitations.

Materials and methods: RefAI utilized PubMed for systematic literature retrieval, …


Calcium Rescues Streptococcus Pneumoniae D39 Δmnte Manganese-Sensitive Growth Phenotype, Reuben Opoku, Edgar Carrasco, Nicholas R De Lay, Julia E Martin Sep 2024

Calcium Rescues Streptococcus Pneumoniae D39 Δmnte Manganese-Sensitive Growth Phenotype, Reuben Opoku, Edgar Carrasco, Nicholas R De Lay, Julia E Martin

Faculty, Staff and Student Publications

Calcium (Ca2+) functions as a universal signal messenger in eukaryotes but in bacteria, the physiological roles for Ca2+ are limited. Here, we examine the role of Ca2+ in Streptococcus pneumoniae during manganese (Mn2+) intoxication. S. pneumoniae mntE mutants, lacking the Mn2+ efflux transporter, exhibit impaired growth due to accumulation of Mn2+ when exposed to elevated exogenous Mn2+. This Mn2+-sensitive growth defect is restored to wild-type growth level by exogenous Ca2+, in a Ca2+-dependent manner. Despite growth restoration of the mntE mutant to wild-type levels, cellular Mn2+ remains elevated in this strain. Bacterial capsule production is also increased for the mntE …


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 Sep 2024

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 Sep 2024

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 Sep 2024

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 Sep 2024

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 Sep 2024

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 Sep 2024

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 …


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 Sep 2024

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 …


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 Sep 2024

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 Sep 2024

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 Sep 2024

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 Sep 2024

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 Sep 2024

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 Sep 2024

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 …


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 Sep 2024

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 Sep 2024

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 Sep 2024

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 …


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 Sep 2024

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.


Adrenal Hemangioma, Ahmed K Elsayes, Steven G Waguespack, Eduardo J Matta, Mindy X Wang Sep 2024

Adrenal Hemangioma, Ahmed K Elsayes, Steven G Waguespack, Eduardo J Matta, Mindy X Wang

Faculty, Staff and Student Publications

No abstract provided.


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 Sep 2024

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 Sep 2024

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 …


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 Sep 2024

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 …


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 Aug 2024

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 Aug 2024

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 Aug 2024

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

Faculty, Staff and Student Publications

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 Aug 2024

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- …