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Rest-Activity Profiles Among Us Adults In A Nationally Representative Sample: A Functional Principal Component Analysis, Qian Xiao, Jiachen Lu, Jamie M Zeitzer, Charles E Matthews, Pedro F Saint-Maurice, Cici Bauer

Faculty, Staff and Student Publications

BACKGROUND: The 24-h rest and activity behaviors (i.e., physical activity, sedentary behaviors and sleep) are fundamental human behaviors essential to health and well-being. Functional principal component analysis (fPCA) is a flexible approach for characterizing rest-activity rhythms and does not rely on a priori assumptions about the activity shape. The objective of our study is to apply fPCA to a nationally representative sample of American adults to characterize variations in the 24-h rest-activity pattern, determine how the pattern differs according to demographic, socioeconomic and work characteristics, and examine its associations with general health status.

METHODS: The current analysis used data from …

Blinatumomab Maintenance After Allogeneic Hematopoietic Cell Transplantation For B-Lineage Acute Lymphoblastic Leukemia, Mahmoud R Gaballa, Pinaki Banerjee, Denái R Milton, Xianli Jiang, Christina Ganesh, Sajad Khazal, Vandana Nandivada, Sanjida Islam, Mecit Kaplan, May Daher, Rafet Basar, Amin Alousi, Rohtesh Mehta, Gheath Alatrash, Issa Khouri, Betul Oran, David Marin, Uday Popat, Amanda Olson, Priti Tewari, Nitin Jain, Elias Jabbour, Farhad Ravandi, Hagop Kantarjian, Ken Chen, Richard Champlin, Elizabeth Shpall, Katayoun Rezvani, Partow Kebriaei

Faculty, Staff and Student Publications

Patients with B-lineage acute lymphoblastic leukemia (ALL) are at high-risk for relapse after allogeneic hematopoietic cell transplantation (HCT). We conducted a single-center phase 2 study evaluating the feasibility of 4 cycles of blinatumomab administered every 3 months during the first year after HCT in an effort to mitigate relapse in high-risk ALL patients. Twenty-one of 23 enrolled patients received at least 1 cycle of blinatumomab and were included in the analysis. The median time from HCT to the first cycle of blinatumomab was 78 days (range, 44 to 105). Twelve patients (57%) completed all 4 treatment cycles. Neutropenia was the …

Temperature Changes During Implant Osteotomy Preparations In Fresh Human Cadaver Tibiae, Comparing Straight With Tapered Drills, Nikolaos Soldatos, Laura Nelson-Rabe, Nathan Palanker, Nikola Angelov, Georgios Romanos, Robin Weltman

Faculty, Staff and Student Publications

The success of osseointegration depends on many factors. With temperatures beyond a 47 °C threshold over 1 min, bone survival may be impaired. The purpose of the study was to evaluate, in fresh human cadaver tibiae, the temperature changes during osteotomy preparations using two straight and two tapered implant systems' drills, external irrigation, and varying revolutions per minute (RPM). The tibiae from a fresh female cadaver were harvested bilaterally. Two tapered and two straight design drills were assessed. Two-hundred and forty osteotomies were prepared at 6 mm depth following the drill sequence of the manufacturers' protocol for each drilling speed. …

Micrornas In Leukemias: A Clinically Annotated Compendium, Aleksander Turk, George A Calin, Tanja Kunej

Faculty, Staff and Student Publications

Leukemias are a group of malignancies of the blood and bone marrow. Multiple types of leukemia are known, however reliable treatments have not been developed for most leukemia types. Furthermore, even relatively reliable treatments can result in relapses. MicroRNAs (miRNAs) are a class of short, noncoding RNAs responsible for epigenetic regulation of gene expression and have been proposed as a source of potential novel therapeutic targets for leukemias. In order to identify central miRNAs for leukemia, we conducted data synthesis using two databases: miRTarBase and DISNOR. A total of 137 unique miRNAs associated with 16 types of leukemia were retrieved …

Targeted Dual-Modal Pet/Spect-Nir Imaging: From Building Blocks And Construction Strategies To Applications, Syed Muhammad Usama, Sierra C Marker, Servando Hernandez Vargas, Solmaz Aghaamiri, Sukhen C Ghosh, Naruhiko Ikoma, Hop S Tran Cao, Martin J Schnermann, Ali Azhdarinia

Faculty, Staff and Student Publications

Molecular imaging is an emerging non-invasive method to qualitatively and quantitively visualize and characterize biological processes. Among the imaging modalities, PET/SPECT and near-infrared (NIR) imaging provide synergistic properties that result in deep tissue penetration and up to cell-level resolution. Dual-modal PET/SPECT-NIR agents are commonly combined with a targeting ligand (e.g., antibody or small molecule) to engage biomolecules overexpressed in cancer, thereby enabling selective multimodal visualization of primary and metastatic tumors. The use of such agents for (i) preoperative patient selection and surgical planning and (ii) intraoperative FGS could improve surgical workflow and patient outcomes. However, the development of targeted dual-modal …

Precision Dosimetry In Yttrium-90 Radioembolization Through Ct Imaging Of Radiopaque Microspheres In A Rabbit Liver Model, E Courtney Henry, Matthew Strugari, George Mawko, Kimberly Brewer, David Liu, Andrew C Gordon, Jeffrey N Bryan, Charles Maitz, James J Karnia, Robert Abraham, S Cheenu Kappadath, Alasdair Syme

Faculty, Staff and Student Publications

Purpose: To perform precision dosimetry in yttrium-90 radioembolization through CT imaging of radiopaque microspheres in a rabbit liver model and to compare extracted dose metrics to those produced from conventional PET-based dosimetry.

Materials and methods: A CT calibration phantom was designed containing posts with nominal microsphere concentrations of 0.5 mg/mL, 5.0 mg/mL, and 25.0 mg/mL. The mean Hounsfield unit was extracted from the post volumes to generate a calibration curve to relate Hounsfield units to microsphere concentration. A nominal bolus of 40 mg of microspheres was administered to the livers of eight rabbits, followed by PET/CT imaging. A CT-based activity …

Paradoxical Effects Of Osteoprotegerin On Vascular Function: Inhibiting Inflammation While Promoting Oxidative Stress?, Nhat-Tu Le, Elizabeth A Olmsted-Davis, Jun-Ichi Abe

Faculty, Staff and Student Publications

Osteoprotegerin (OPG), also known as osteoclastogenesis inhibitory factor or tumor necrosis factor receptor superfamily member 11B, is well known as a modulator of bone remodeling. The contribution of OPG to cardiovascular disease (CVD) has been suggested, but its molecular mechanism is complex and remains unclear. In the present study, Alves-Lopes et al. (Clin. Sci. (Lond.) (2021) 135(20): https://doi.org/10.1042/CS20210643) reported the critical role of syndecan-1 (SDC-1, also known as CD138), a surface protein part of the endothelial glycocalyx, in OPG-induced vascular dysfunction. The authors found that in endothelial cells (ECs), through SDC-1, OPG increased eNOS Thr495 phosphorylation, thereby inhibiting eNOS activity. …

Fusionai, A Dna-Sequence-Based Deep Learning Protocol Reduces The False Positives Of Human Fusion Gene Prediction, Pora Kim, Hua Tan, Jiajia Liu, Himansu Kumar, Xiaobo Zhou

Faculty, Staff and Student Publications

Even though there were many tool developments of fusion gene prediction from NGS data, too many false positives are still an issue. Wise use of the genomic features around the fusion gene breakpoints will be helpful to identify reliable fusion genes efficiently. For this aim, we developed FusionAI, a deep learning pipeline predicting human fusion gene breakpoints from DNA sequence. FusionAI is freely available via https://compbio.uth.edu/FusionGDB2/FusionAI. For complete details on the use and execution of this protocol, please refer to Kim et al. (2021b).

Proteomic Profiling Based Classification Of Cll Provides Prognostication For Modern Therapy And Identifies Novel Therapeutic Targets, Ti'ara L Griffen, Fieke W Hoff, Yihua Qiu, James W Lillard, Alessandra Ferrajoli, Philip Thompson, Endurance Toro, Kevin Ruiz, Jan Burger, William Wierda, Steven M Kornblau

Faculty, Staff and Student Publications

Protein expression for 384 total and post-translationally modified proteins was assessed in 871 CLL and MSBL patients and was integrated with clinical data to identify strategies for improving diagnostics and therapy, making this the largest CLL proteomics study to date. Proteomics identified six recurrent signatures that were highly prognostic of survival and time to first or second treatment at three levels: individual proteins, when grouped into 40 functionally related groups (PFGs), and systemically in signatures (SGs). A novel SG characterized by hairy cell leukemia like proteomics but poor therapy response was discovered. SG membership superseded other prognostic factors (Rai Staging, …

Predicting Health-Related Social Needs In Medicaid And Medicare Populations Using Machine Learning, Jennifer Holcomb, Luis C Oliveira, Linda Highfield, Kevin O Hwang, Luca Giancardo, Elmer Victor Bernstam

Faculty, Staff and Student Publications

Providers currently rely on universal screening to identify health-related social needs (HRSNs). Predicting HRSNs using EHR and community-level data could be more efficient and less resource intensive. Using machine learning models, we evaluated the predictive performance of HRSN status from EHR and community-level social determinants of health (SDOH) data for Medicare and Medicaid beneficiaries participating in the Accountable Health Communities Model. We hypothesized that Medicaid insurance coverage would predict HRSN status. All models significantly outperformed the baseline Medicaid hypothesis. AUCs ranged from 0.59 to 0.68. The top performance (AUC = 0.68 CI 0.66-0.70) was achieved by the "any HRSNs" outcome, …

Bigmouth: Development And Maintenance Of A Successful Dental Data Repository, Muhammad F Walji, Heiko Spallek, Krishna Kumar Kookal, Jane Barrow, Britta Magnuson, Tamanna Tiwari, Udochukwu Oyoyo, Michael Brandt, Brian J Howe, Gary C Anderson, Joel M White, Elsbeth Kalenderian

Faculty, Staff and Student Publications

Few clinical datasets exist in dentistry to conduct secondary research. Hence, a novel dental data repository called BigMouth was developed, which has grown to include 11 academic institutions contributing Electronic Health Record data on over 4.5 million patients. The primary purpose for BigMouth is to serve as a high-quality resource for rapidly conducting oral health-related research. BigMouth allows for assessing the oral health status of a diverse US patient population; provides rationale and evidence for new oral health care delivery modes; and embraces the specific oral health research education mission. A data governance framework that encouraged data sharing while controlling …

Durable Reduction Of Clostridioides Difficile Infection Recurrence And Microbiome Restoration After Treatment With Rbx2660: Results From An Open-Label Phase 2 Clinical Trial, Robert Orenstein, Erik R Dubberke, Sahil Khanna, Christine H Lee, David Yoho, Stuart Johnson, Gail Hecht, Herbert L Dupont, Dale N Gerding, Ken F Blount, Sarah Mische, Adam Harvey

Faculty, Staff and Student Publications

BACKGROUND: Effective treatment options for recurrent Clostridioides difficile infection (rCDI) are limited, with high recurrence rates associated with the current standard of care. Herein we report results from an open-label Phase 2 trial to evaluate the safety, efficacy, and durability of RBX2660-a standardized microbiota-based investigational live biotherapeutic-and a closely-matched historical control cohort.

METHODS: This prospective, multicenter, open-label Phase 2 study enrolled patients who had experienced either ≥ 2 recurrences of CDI, treated by standard-of-care antibiotic therapy, after a primary CDI episode, or ≥ 2 episodes of severe CDI requiring hospitalization. Participants received up to 2 doses of RBX2660 rectally administered …

Synergy Of Venetoclax And 8-Chloro-Adenosine In Aml: The Interplay Of Rrna Inhibition And Fatty Acid Metabolism, Dinh Hoa Hoang, Corey Morales, Ivan Rodriguez Rodriguez, Melissa Valerio, Jiamin Guo, Min-Hsuan Chen, Xiwei Wu, David Horne, Varsha Gandhi, Lisa S Chen, Bin Zhang, Vinod Pullarkat, Steven T Rosen, Guido Marcucci, Ralf Buettner, Le Xuan Truong Nguyen

Faculty, Staff and Student Publications

It is known that 8-chloro-adenosine (8-Cl-Ado) is a novel RNA-directed nucleoside analog that targets leukemic stem cells (LSCs). In a phase I clinical trial with 8-Cl-Ado in patients with refractory or relapsed (R/R) AML, we observed encouraging but short-lived clinical responses, likely due to intrinsic mechanisms of LSC resistance. LSC homeostasis depends on amino acid-driven and/or fatty acid oxidation (FAO)-driven oxidative phosphorylation (OXPHOS) for survival. We recently reported that 8-Cl-Ado and the BCL-2-selective inhibitor venetoclax (VEN) synergistically inhibit FAO and OXPHOS in LSCs, thereby suppressing acute myeloid leukemia (AML) growth in vitro and in vivo. Herein, we report that 8-Cl-Ado …

A Novel Proton-Integrating Radiography System Design Using A Monolithic Scintillator Detector: Experimental Studies, Chinmay D Darne, Daniel G Robertson, Fahed Alsanea, Charles-Antoine Collins-Fekete, Sam Beddar

Faculty, Staff and Student Publications

Research on proton-based imaging systems aims to improve treatment planning, internal anatomy visualization, and patient alignment for proton radiotherapy. The purpose of this study was to demonstrate a new proton radiography system design consisting of a monolithic plastic scintillator volume and two optical cameras for use with scanning proton pencil beams. Unlike the thin scintillating plates currently used for proton radiography, the plastic scintillator volume (20 × 20 × 20 cm

Blood-Based Biomarker Panel For Personalized Lung Cancer Risk Assessment, Johannes F Fahrmann, Tracey Marsh, Ehsan Irajizad, Nikul Patel, Eunice Murage, Jody Vykoukal, Jennifer B Dennison, Kim-Anh Do, Edwin Ostrin, Margaret R Spitz, Stephen Lam, Sanjay Shete, Rafael Meza, Martin C Tammemägi, Ziding Feng, Samir M Hanash

Faculty, Staff and Student Publications

Purpose: To investigate whether a panel of circulating protein biomarkers would improve risk assessment for lung cancer screening in combination with a risk model on the basis of participant characteristics.

Methods: A blinded validation study was performed using prostate lung colorectal ovarian (PLCO) Cancer Screening Trial data and biospecimens to evaluate the performance of a four-marker protein panel (4MP) consisting of the precursor form of surfactant protein B, cancer antigen 125, carcinoembryonic antigen, and cytokeratin-19 fragment in combination with a lung cancer risk prediction model (PLCOm2012) compared with current US Preventive Services Task Force (USPSTF) screening criteria. The 4MP was …

Measurable Residual Disease Response And Prognosis In Treatment-Naïve Acute Myeloid Leukemia With Venetoclax And Azacitidine, Keith W Pratz, Brian A Jonas, Vinod Pullarkat, Christian Recher, Andre C Schuh, Michael J Thirman, Jacqueline S Garcia, Courtney D Dinardo, Vladimir Vorobyev, Nicola S Fracchiolla, Su-Peng Yeh, Jun Ho Jang, Muhit Ozcan, Kazuhito Yamamoto, Arpad Illes, Ying Zhou, Monique Dail, Brenda Chyla, Jalaja Potluri, Hartmut Döhner

Faculty, Staff and Student Publications

PURPOSE: There is limited evidence on the clinical utility of monitoring measurable residual disease (MRD) in patients with acute myeloid leukemia treated with lower-intensity therapy. Herein, we explored the outcomes of patients treated with venetoclax and azacitidine who achieved composite complete remission (CRc; complete remission + complete remission with incomplete hematologic recovery) and MRD < 10

METHODS: The patients included in this report were treated with venetoclax and azacitidine. Bone marrow aspirate samples for multiparametric flow cytometry assessments were collected for central analysis at baseline, end of cycle 1, and every three cycles thereafter. MRD-negative response was defined as < 1 residual blast per 1,000 leukocytes (< 10

RESULTS: One hundred …

Elucidating Mechanisms Of Genetic Cross-Disease Associations At The Procr Vascular Disease Locus, David Stacey, Lingyan Chen, Paulina J Stanczyk, Joanna M M Howson, Amy M Mason, Stephen Burgess, Stephen Macdonald, Jonathan Langdown, Harriett Mckinney, Kate Downes, Neda Farahi, James E Peters, Saonli Basu, James S Pankow, Weihong Tang, Nathan Pankratz, Maria Sabater-Lleal, Paul S De Vries, Nicholas L Smith, Amy D Gelinas, Daniel J Schneider, Nebojsa Janjic, Nilesh J Samani, Shu Ye, Charlotte Summers, Edwin R Chilvers, John Danesh, Dirk S Paul

Faculty, Staff and Student Publications

Many individual genetic risk loci have been associated with multiple common human diseases. However, the molecular basis of this pleiotropy often remains unclear. We present an integrative approach to reveal the molecular mechanism underlying the PROCR locus, associated with lower coronary artery disease (CAD) risk but higher venous thromboembolism (VTE) risk. We identify PROCR-p.Ser219Gly as the likely causal variant at the locus and protein C as a causal factor. Using genetic analyses, human recall-by-genotype and in vitro experimentation, we demonstrate that PROCR-219Gly increases plasma levels of (activated) protein C through endothelial protein C receptor (EPCR) ectodomain shedding in endothelial cells, …

Analysis Of The Circrna And T-Ucr Populations Identifies Convergent Pathways In Mouse And Human Models Of Rett Syndrome, Edilene Siqueira, Aida Obiols-Guardia, Olga C Jorge-Torres, Cristina Oliveira-Mateos, Marta Soler, Deepthi Ramesh-Kumar, Fernando Setién, Daniëlle Van Rossum, Ainhoa Pascual-Alonso, Clara Xiol, Cristina Ivan, Masayoshi Shimizu, Judith Armstrong, George A Calin, R Jeroen Pasterkamp, Manel Esteller, Sonia Guil

Faculty, Staff and Student Publications

Noncoding RNAs play regulatory roles in physiopathology, but their involvement in neurodevelopmental diseases is poorly understood. Rett syndrome is a severe, progressive neurodevelopmental disorder linked to loss-of-function mutations of the MeCP2 gene for which no cure is yet available. Analysis of the noncoding RNA profile corresponding to the brain-abundant circular RNA (circRNA) and transcribed-ultraconserved region (T-UCR) populations in a mouse model of the disease reveals widespread dysregulation and enrichment in glutamatergic excitatory signaling and microtubule cytoskeleton pathways of the corresponding host genes. Proteomic analysis of hippocampal samples from affected individuals confirms abnormal levels of several cytoskeleton-related proteins together with key …

Using Implementation Mapping To Develop And Test An Implementation Strategy For Active Learning To Promote Physical Activity In Children: A Feasibility Study Using A Hybrid Type 2 Design, Timothy J Walker, Harold W Kohl, John B Bartholomew, Charles Green, Maria E Fernández

Faculty, Staff and Student Publications

BACKGROUND: Incorporating physical movement in the teaching of academic content (active learning) is a promising approach to improve children's health and academic performance. Despite documented benefits, implementation of active learning remains challenging for schools. The aims of this study are to develop an implementation strategy to support the delivery of active learning in elementary schools and examine the impact of the developed implementation strategy on the implementation and effectiveness of active learning.

METHODS: Aim 1 will use Implementation Mapping, which is a multi-step approach that guides the use of theory, stakeholder input, and existing literature to develop a scientifically based …

Chromosomal Imbalances Detected Via Rna-Sequencing In 28 Cancers, Zuhal Ozcan, Francis A San Lucas, Justin W Wong, Kyle Chang, Konrad H Stopsack, Jerry Fowler, Yasminka A Jakubek, Paul Scheet

Faculty, Staff and Student Publications

Motivation: RNA-sequencing (RNA-seq) of tumor tissue is typically only used to measure gene expression. Here, we present a statistical approach that leverages existing RNA-seq data to also detect somatic copy number alterations (SCNAs), a pervasive phenomenon in human cancers, without a need to sequence the corresponding DNA.

Results: We present an analysis of 4942 participant samples from 28 cancers in The Cancer Genome Atlas (TCGA), demonstrating robust detection of SCNAs from RNA-seq. Using genotype imputation and haplotype information, our RNA-based method had a median sensitivity of 85% to detect SCNAs defined by DNA analysis, at high specificity (∼95%). As an …

Prognostic Impact Of High Baseline Stromal Tumor-Infiltrating Lymphocytes In The Absence Of Pathologic Complete Response In Early-Stage Triple-Negative Breast Cancer, Nour Abuhadra, Ryan Sun, Jennifer K Litton, Gaiane M Rauch, Clinton Yam, Jeffrey T Chang, Sahil Seth, Roland Bassett, Bora Lim, Alastair M Thompson, Elizabeth Mittendorf, Beatriz E Adrada, Senthil Damodaran, Jason White, Elizabeth Ravenberg, Rosalind Candelaria, Banu Arun, Naoto T Ueno, Lumarie Santiago, Sadia Saleem, Sausan Abouharb, Rashmi K Murthy, Nuhad Ibrahim, Aysegul A Sahin, Vicente Valero, William Fraser Symmans, Debu Tripathy, Stacy Moulder, Lei Huo

Faculty, Staff and Student Publications

High stromal tumor-infiltrating lymphocytes (sTILs) are associated with an improved pathologic complete response (pCR) and survival in triple-negative breast cancer (TNBC). We hypothesized that high baseline sTILs would have a favorable prognostic impact in TNBC patients without a pCR after neoadjuvant chemotherapy (NACT). In this prospective NACT study, pretreatment biopsies from 318 patients with early-stage TNBC were evaluated for sTILs. Recursive partitioning analysis (RPA) was applied to search for the sTIL cutoff best associated with a pCR. With ≥20% sTILs identified as the optimal cutoff, 33% patients had high sTILs (pCR rate 64%) and 67% had low sTILs (pCR rate …

The Impact Of Radiation Dose To Heart Substructures On Major Coronary Events And Patient Survival After Chemoradiation Therapy For Esophageal Cancer, Xin Wang, Nicolas L Palaskas, Brian P Hobbs, Jun-Ichi Abe, Kevin T Nead, Syed Wamique Yusuf, Joerg Hermann, Anita Deswal, Steven H Lin

Faculty, Staff and Student Publications

Simple Summary

Whether it is necessary to evaluate the radiation exposure of cardiac substructures when making radiotherapy plans is one of the current research hotspots. In this cohort study of 355 patients with esophageal cancer, the radiation dose to key coronary substructures such as the left anterior descending artery V30_Gy and mean left main coronary artery was closely associated with major coronary events and overall patient survival, and showed better predictive value than the mean heart dose or heart V30_Gy recommended by current guidelines. Our findings suggest that, in addition to the whole heart, key coronary substructures should …

Identification Of A Novel Microdeletion Causative Of Nance-Horan Syndrome, Mariana Lopez Martinolich, Hope Northrup, Pedro Mancias, Paul Hillman, Kavya Rao, Kate Mowrey

Faculty, Staff and Student Publications

BACKGROUND: Nance-Horan syndrome (NHS) is a rare X-linked genetic disorder characterized by ophthalmologic and dental anomalies as well as dysmorphic facies. The clinical phenotype in males includes congenital cataracts, vision loss, microcornea, nystagmus, microphthalmia, glaucoma, screwdriver blade-shaped incisors, supernumerary maxillary incisors, diastema, delays, intellectual disability, and dysmorphic facies. With the evolution of array-CGH technology, a total of five kindreds with NHS have been reported in the medical literature with microdeletions encompassing the NHS gene rather than sequencing variants.

METHODS: The patient is a 19-year-old male born to non-consanguineous parents with a past medical history of bilateral congenital cataracts, nystagmus, poor …

The Clock Modulator Nobiletin Mitigates Astrogliosis-Associated Neuroinflammation And Disease Hallmarks In An Alzheimer’S Disease Model, Marvin Wirianto, Chih-Yen Wang, Eunju Kim, Nobuya Koike, Ruben Gomez-Gutierrez, Kazunari Nohara, Gabriel Escobedo, Jong Min Choi, Chorong Han, Kazuhiro Yagita, Sung Yun Jung, Claudio Soto, Hyun Kyoung Lee, Rodrigo Morales, Seung-Hee Yoo, Zheng Chen

Faculty, Staff and Student Publications

Alzheimer's disease (AD) is a devastating neurodegenerative disorder, and there is a pressing need to identify disease-modifying factors and devise interventional strategies. The circadian clock, our intrinsic biological timer, orchestrates various cellular and physiological processes including gene expression, sleep, and neuroinflammation; conversely, circadian dysfunctions are closely associated with and/or contribute to AD hallmarks. We previously reported that the natural compound Nobiletin (NOB) is a clock-enhancing modulator that promotes physiological health and healthy aging. In the current study, we treated the double transgenic AD model mice, APP/PS1, with NOB-containing diets. NOB significantly alleviated β-amyloid burden in both the hippocampus and the …

Use Of The Deep Learning Approach To Measure Alveolar Bone Level, Chun-Teh Lee, Tanjida Kabir, Jiman Nelson, Sally Sheng, Hsiu-Wan Meng, Thomas E Van Dyke, Muhammad F Walji, Xiaoqian Jiang, Shayan Shams

Faculty, Staff and Student Publications

AIM: The goal was to use a deep convolutional neural network to measure the radiographic alveolar bone level to aid periodontal diagnosis.

MATERIALS AND METHODS: A deep learning (DL) model was developed by integrating three segmentation networks (bone area, tooth, cemento-enamel junction) and image analysis to measure the radiographic bone level and assign radiographic bone loss (RBL) stages. The percentage of RBL was calculated to determine the stage of RBL for each tooth. A provisional periodontal diagnosis was assigned using the 2018 periodontitis classification. RBL percentage, staging, and presumptive diagnosis were compared with the measurements and diagnoses made by the …

Reporting Outcomes Of Pediatric Intensive Care Unit Patients To Referring Physicians Via An Electronic Health Record-Based Feedback System, Christina L Cifra, Cody R Tigges, Sarah L Miller, Nathaniel Curl, Christopher D Monson, Kimberly C Dukes, Heather S Reisinger, Priyadarshini R Pennathur, Dean F Sittig, Hardeep Singh

Faculty, Staff and Student Publications

BACKGROUND: Many critically ill children are initially evaluated in front-line settings by clinicians with variable pediatric training before they are transferred to a pediatric intensive care unit (PICU). Because clinicians learn from past performance, communicating outcomes of patients back to front-line clinicians who provide pediatric emergency care could be valuable; however, referring clinicians do not consistently receive this important feedback.

OBJECTIVES: Our aim was to determine the feasibility, usability, and clinical relevance of a semiautomated electronic health record (EHR)-supported system developed at a single institution to deliver timely and relevant PICU patient outcome feedback to referring emergency department (ED) physicians. …

Counterfactual Analysis Of Differential Comorbidity Risk Factors In Alzheimer’S Disease And Related Dementias, Yejin Kim, Kai Zhang, Sean I Savitz, Luyao Chen, Paul E Schulz, Xiaoqian Jiang

Faculty, Staff and Student Publications

Alzheimer’s disease and related dementias (ADRD) is a multifactorial disease that involves several different etiologic mechanisms with various comorbidities. There is also significant heterogeneity in the prevalence of ADRD across diverse demographics groups. Association studies on such heterogeneous comorbidity risk factors are limited in their ability to determine causation. We aim to compare counterfactual treatment effects of various comorbidity in ADRD in different racial groups (African Americans and Caucasians). We used 138,026 ADRD and 1:1 matched older adults without ADRD from nationwide electronic health records, which extensively cover a large population’s long medical history in breadth. We matched African Americans …

Clinical Outcomes And Bacterial Characteristics Of Carbapenem-Resistant Klebsiella Pneumoniae Complex Among Patients From Different Global Regions (Crackle-2): A Prospective, Multicentre, Cohort Study, Minggui Wang, Michelle Earley, Liang Chen, Blake M Hanson, Yunsong Yu, Zhengyin Liu, Soraya Salcedo, Eric Cober, Lanjuan Li, Souha S Kanj, Hainv Gao, Jose M Munita, Karen Ordoñez, Greg Weston, Michael J Satlin, Sandra L Valderrama-Beltrán, Kalisvar Marimuthu, Martin E Stryjewski, Lauren Komarow, Courtney Luterbach, Steve H Marshall, Susan D Rudin, Claudia Manca, David L Paterson, Jinnethe Reyes, Maria V Villegas, Scott Evans, Carol Hill, Rebekka Arias, Keri Baum, Bettina C Fries, Yohei Doi, Robin Patel, Barry N Kreiswirth, Robert A Bonomo, Henry F Chambers, Vance G Fowler, Cesar A Arias, David Van Duin, Multi-Drug Resistant Organism Network Investigators

Faculty, Staff and Student Publications

BACKGROUND: Carbapenem-resistant Klebsiella pneumoniae (CRKP) is a global threat. We therefore analysed the bacterial characteristics of CRKP infections and the clinical outcomes of patients with CRKP infections across different countries.

METHODS: In this prospective, multicentre, cohort study (CRACKLE-2), hospitalised patients with cultures positive for CRKP were recruited from 71 hospitals in Argentina, Australia, Chile, China, Colombia, Lebanon, Singapore, and the USA. The first culture positive for CRKP was included for each unique patient. Clinical data on post-hospitalisation death and readmission were collected from health records, and whole genome sequencing was done on all isolates. The primary outcome was a desirability …

Clonal Hematopoiesis Is Associated With Higher Risk Of Stroke, Romit Bhattacharya, Seyedeh M Zekavat, Jeffrey Haessler, Myriam Fornage, Laura Raffield, Md Mesbah Uddin, Alexander G Bick, Abhishek Niroula, Bing Yu, Christopher Gibson, Gabriel Griffin, Alanna C Morrison, Bruce M Psaty, William T Longstreth, Joshua C Bis, Stephen S Rich, Jerome I Rotter, Russell P Tracy, Adolfo Correa, Sudha Seshadri, Andrew Johnson, Jason M Collins, Kathleen M Hayden, Tracy E Madsen, Christie M Ballantyne, Siddhartha Jaiswal, Benjamin L Ebert, Charles Kooperberg, Joann E Manson, Eric A Whitsel, Nhlbi Trans-Omics For Precision Medicine Program, Pradeep Natarajan, Alexander P Reiner

Faculty, Staff and Student Publications

Background and purpose: Clonal hematopoiesis of indeterminate potential (CHIP) is a novel age-related risk factor for cardiovascular disease-related morbidity and mortality. The association of CHIP with risk of incident ischemic stroke was reported previously in an exploratory analysis including a small number of incident stroke cases without replication and lack of stroke subphenotyping. The purpose of this study was to discover whether CHIP is a risk factor for ischemic or hemorrhagic stroke.

Methods: We utilized plasma genome sequence data of blood DNA to identify CHIP in 78 752 individuals from 8 prospective cohorts and biobanks. We then assessed the association …

Fungi: Friend Or Foe? A Mycobiome Evaluation In Children With Autism And Gastrointestinal Symptoms, Jane Alookaran, Yuying Liu, Thomas A Auchtung, Amirali Tahanan, Manouchehr Hessabi, Parisa Asgarisabet, Mohammad H Rahbar, Nicole Y Fatheree, Deborah A Pearson, Rosleen Mansour, Melissa R Van Arsdall, Fernando Navarro, J Marc Rhoads

Faculty, Staff and Student Publications

Gastrointestinal (GI) symptoms often affect children with autism spectrum disorders (ASD) and GI symptoms have been associated with an abnormal fecal microbiome. There is limited evidence of Candida species being more prevalent in children with ASD. We enrolled 20 children with ASD and GI symptoms (ASD + GI), 10 children with ASD but no GI symptoms (ASD - GI), and 20 from typically developing (TD) children in this pilot study. Fecal mycobiome taxa were analyzed by Internal Transcribed Spacer sequencing. GI symptoms (GI Severity Index [GSI]), behavioral symptoms (Social Responsiveness Scale -2 [SRS-2]), inflammation and fungal immunity (fecal calprotectin and …