Digital Commons Network^™

Non-Invasive Prenatal Screening: Testing Motivations And Decision Making In The Low-Risk Population, Jenna K Lea, Blair K Stevens, Shannon Mulligan, Syed S Hashmi, Rebecca Lunstroth, Meagan G Choates

Faculty, Staff and Student Publications

Non-invasive prenatal screening provides a risk assessment for aneuploidies by utilizing cell-free DNA (cfDNA). It is recommended that cell-free DNA screening (cfDNA screening) be offered to all pregnant people regardless of a priori risk for aneuploidy. In the absence of an increased risk, alternative motives for electing cfDNA screening and different levels of informed decision making may arise. Therefore, our study aimed to characterize low-risk patients' motivations for cfDNA screening election, determine how often informed decisions are being made, and compare motivations between informed and uninformed decision makers. A survey that included a modified, validated measure of informed choice (MMIC) …

Respiratory Outcomes Of Infants Born Extremely Preterm In The Necrotizing Enterocolitis Surgery Trial, Sara B Demauro, Erik A Jensen, Scott A Mcdonald, Susan Hintz, Jon Tyson, David K Stevenson, Martin L Blakely

Faculty, Staff and Student Publications

The multicenter Necrotizing Enterocolitis Surgery Trial compared initial peritoneal drainage with laparotomy among infants with extremely low birth weight and surgical necrotizing enterocolitis or intestinal perforation. In this post hoc analysis of trial data, initial drainage was associated with adverse respiratory outcomes, both in hospital and through 2 years corrected age.

Refining Diagnostic Subtypes Of Peripheral T-Cell Lymphoma Using A Multiparameter Approach, Catalina Amador, Dennis D Weisenburger, Ana Gomez, Alyssa Bouska, Ahmad Alshomrani, Sunandini Sharma, Ab Rauf Shah, Timothy C Greiner, Francisco Vega, Andreas Rosenwald, German Ott, Andrew L Feldman, Elaine S Jaffe, Neval Ozkaya, Sarah L Ondrejka, James R Cook, Philipp W Raess, Kerry J Savage, Graham W Slack, Joo Y Song, David W Scott, Elias Campo, Lisa M Rimsza, Joseph D Khoury, Louis M Staudt, Wing C Chan, Javeed Iqbal

Faculty, Staff and Student Publications

Peripheral T-cell lymphoma (PTCL) is a heterogeneous category, and many cases are unclassifiable and designated as PTCL-not otherwise specified (PTCL-NOS). Gene expression profiling (GEP) has delineated two prognostic subtypes within PTCL-NOS, PTCL-TBX21, and PTCL-GATA3, characterized by distinctive transcriptomes and a different prognosis. To further evaluate the pathologic features of these subgroups, 101 PTCL cases that did not meet specific criteria for well-defined T-cell lymphoma entities underwent detailed pathologic, immunophenotypic (including TFH biomarkers) and GEP analyses, separating them into PTCL-NOS (n=63) and PTCL-TFH (a.k.a. nodal PTCL-TFH, NOS, and TFH lymphoma, NOS) (n=38). PTCL-NOS cases were further categorized into PTCL-GATA3 (n=22; 34%) …

Implementation Of Electronic Triggers To Identify Diagnostic Errors In Emergency Departments, Viralkumar Vaghani, Ashish Gupta, Usman Mir, Li Wei, Daniel R Murphy, Umair Mushtaq, Dean F Sittig, Andrew J Zimolzak, Hardeep Singh

Faculty, Staff and Students Publications

Importance: Missed diagnosis can lead to preventable patient harm.

Objective: To develop and implement a portfolio of electronic triggers (e-triggers) and examine their performance for identifying missed opportunities in diagnosis (MODs) in emergency departments (EDs).

Design, setting, and participants: In this retrospective medical record review study of ED visits at 1321 Veterans Affairs health care sites, rules-based e-triggers were developed and implemented using a national electronic health record repository. These e-triggers targeted 6 high-risk presentations for MODs in treat-and-release ED visits. A high-risk stroke e-trigger was applied to treat-and-release ED visits from January 1, 2016, to December 31, 2020. A …

Comprehensive Assessment Reveals Numerous Clinical And Neurophysiological Differences Between Mecp2-Allelic Disorders, Davut Pehlivan, Chengjun Huang, Holly K Harris, Christine Coquery, Aditya Mahat, Mirjana Maletic-Savatic, Laurence Mignon, Sukru Aras, Daniel G Glaze, Charles S Layne, Leonardo Sahelijo, Huda Y Zoghbi, Matthew J Mcginley, Bernhard Suter

Faculty, Staff and Students Publications

OBJECTIVE: Rett syndrome (RTT) and MECP2 duplication syndrome (MDS) result from under- and overexpression of MECP2, respectively. Preclinical studies using genetic-based treatment showed robust phenotype recovery for both MDS and RTT. However, there is a risk of converting MDS to RTT, or vice versa, if accurate MeCP2 levels are not achieved. The aim of this study was to identify biomarkers distinguishing RTT from MDS.

MATERIALS AND METHODS: We prospectively enrolled 11 MDS and 6 male RTT like (MRL) individuals for a panel of clinical and neurophysiological assessments over two visits, 8-10 months apart.

RESULTS: We identified numerous clinical and physiological …

Aperiodic (1/F) Neural Activity Robustly Tracks Symptom Severity Changes In Treatment-Resistant Depression, Carl Hacker, Madaline M Mocchi, Jiayang Xiao, Brian Metzger, Joshua Adkinson, Bailey Pascuzzi, Raissa Mathura, Denise Oswalt, Andrew Watrous, Eleonora Bartoli, Anusha Allawala, Victoria Pirtle, Xiaoxu Fan, Isabel Danstrom, Ben Shofty, Garrett Banks, Yue Zhang, Michelle Armenta-Salas, Koorosh Mirpour, Nicole Provenza, Sanjay Mathew, Jeffrey F Cohn, David Borton, Wayne Goodman, Nader Pouratian, Sameer Anil Sheth, Kelly R Bijanki

Faculty, Staff and Students Publications

Background: A reliable physiological biomarker for major depressive disorder is essential for developing and optimizing neuromodulatory treatment paradigms. In this study, we investigated a passive electrophysiologic biomarker that tracks changes in depressive symptom severity on the order of minutes to hours.

Methods: We analyzed brief recordings from intracranial electrodes implanted deep in the brain during a clinical trial of deep brain stimulation for treatment-resistant depression in 5 human participants (nfemale = 3, nmale = 2). This surgical setting allowed for precise temporal and spatial sensitivity in the ventromedial prefrontal cortex, a challenging area to measure. We focused on the aperiodic …

Advance: A Biomedical Informatics Approach To Investigate Acute Kidney Injury In Infants, Jennifer A Rumpel, Sofia Perazzo, Jonathan Bona, Andrew M South, Matthew W Harer, Daniel Liu, Michelle C Starr, Mona Khattab, Rachel Han, Cara Slagle, Eileen Ciccia, Tasnim Najaf, Matthew Gillen, Mimily Harsono, Arwa Nada, Kiran Dwarakanath, Semsa Gogcu, Tahagod Mohamed, Christine Stoops, Elizabeth Bonachea, Mary Revenis, Jessica Roberts, Robert Michael Lenzini, Anne Debuyserie, Catherine Joseph, Karna Murthy, Patricio Ray, Mario Schootman, Corey Nagel

Faculty, Staff and Students Publications

Background: Acute kidney injury (AKI) occurs in up to half of infants admitted to the neonatal intensive care unit (NICU) and is associated with increased risks of death and more days of mechanical ventilation, hospitalization, and vasopressor drug support. Our objective was to build a granular relational database to study the impact that AKI has on infants admitted to Level-IV NICUs.

Methods: A relational database was created by linking data from the Children's Hospitals Neonatal Database with AKI-focused data from electronic health records from 9 centers.

Results: The current cohort consists of 24,870 infants with a median (IQR) gestational age …

Five-Year Outcomes Of Lenadogene Nolparvovec Gene Therapy In Leber Hereditary Optic Neuropathy, Patrick Yu-Wai-Man, Nancy Newman, Valérie Biousse, Valerio Carelli, Mark Moster, Catherine Vignal-Clermont, Thomas Klopstock, Alfredo Sadun, Robert C Sergott, Rabih Hage, Simona Degli Esposti, Chiara La Morgia, Claudia Priglinger, Rustum Karanja, Magali Taiel, José-Alain Sahel

Department of Neurology Faculty Papers

IMPORTANCE: Limited studies have assessed the long-term benefit/risk of gene therapy for Leber hereditary optic neuropathy (LHON).

OBJECTIVE: To determine the safety and efficacy of lenadogene nolparvovec in patients with LHON due to the MT-ND4 gene variant for up to 5 years after administration.

DESIGN, SETTING, AND PARTICIPANTS: The RESCUE and REVERSE Long-Term Follow-up Study (RESTORE), conducted from 2018 to 2022, is the 5-year follow-up study of the 2 phase 3 clinical studies RESCUE (Efficacy Study of Lenadogene Nolparvovec for the Treatment of Vision Loss Up to 6 Months From Onset in LHON Due to the MT-ND4 Mutation) and REVERSE …

Disease Activity Of Rheumatoid Arthritis And Kidney Function Decline: A Large Prospective Registry Study, Sho Fukui, Wolfgang C Winkelmayer, Sara K Tedeschi, Javier Marrugo, Hongshu Guan, Leslie Harrold, Heather J Litman, Tomohiro Shinozaki, Daniel H Solomon

Faculty, Staff and Students Publications

Introduction: Chronic kidney disease (CKD) is a common comorbidity of rheumatoid arthritis (RA). The association of longitudinal RA disease activity with long-term kidney function has remained uncertain.

Method: We analysed a multicentre prospective RA registry in the USA from 2001 to 2022. The exposure was updated time-averaged Clinical Disease Activity Index (TA-CDAI) categories from study enrolment. The primary outcome was a longitudinal estimated glomerular filtration rate (eGFR) change. Secondary outcomes included developments of CKD stage G3a (eGFR< 60 mL/min/1.73 m2) and stage G3b (eGFR< 45 mL/min/1.73 m2). Results were adjusted for relevant time-fixed and time-varying covariates.

Results: 31 129 patients (median age: 58.0 years, female: 76.3%, median eGFR: 90.7 mL/min/1.73 m2) contributed 234 973 visits and 146 778 person-years …

Improving Individualized Rhabdomyosarcoma Prognosis Predictions Using Somatic Molecular Biomarkers, Mark Zobeck, Javed Khan, Rajkumar Venkatramani, M Fatih Okcu, Michael E Scheurer, Philip J Lupo

Center for Medical Ethics and Health Policy Staff Publications

Purpose: Molecular markers increasingly influence risk-stratified treatment selection for pediatric rhabdomyosarcoma (RMS). This study aims to integrate molecular and clinical data to produce individualized prognosis predictions that can further improve treatment selection.

Methods: Clinical variables and somatic mutation data for 20 genes from 641 patients with RMS in the United Kingdom and the United States were used to develop three Cox proportional hazard models for predicting event-free survival (EFS). The Baseline Clinical (BC) model included treatment location, age, fusion status, and risk group. The Gene Enhanced 2 (GE2) model added TP53 and MYOD1 mutations to the BC predictors. The Gene …

Exploring Individual Differences In Amygdala-Mediated Memory Modulation, Martina K Hollearn, Joseph R Manns, Lou T Blanpain, Stephan B Hamann, Kelly Bijanki, Robert E Gross, Daniel L Drane, Justin M Campbell, Krista L Wahlstrom, Griffin F Light, Aydin Tasevac, Phillip Demarest, Peter Brunner, Jon T Willie, Cory S Inman

Faculty, Staff and Students Publications

Amygdala activation by emotional arousal during memory formation can prioritize events for long-term memory. Building upon our prior demonstration that brief electrical stimulation to the human amygdala reliably improved long-term recognition memory for images of neutral objects without eliciting an emotional response, our study aims to explore and describe individual differences and stimulation-related factors in amygdala-mediated memory modulation. Thirty-one patients undergoing intracranial monitoring for intractable epilepsy were shown neutral object images paired with direct amygdala stimulation during encoding with recognition memory tested immediately and one day later. Adding to our prior sample, we found an overall memory enhancement effect without …

Cross-Sectional Comparison Of Structural Mri Markers Of Impairment In A Diverse Cohort Of Older Adults, Julie K Wisch, Kalen Petersen, Peter R Millar, Omar Abdelmoity, Ganesh M Babulal, Karin L Meeker, Meredith N Braskie, Kristine Yaffe, Arthur W Toga, Sid O'Bryant, Beau M Ances, Habs‐Hd Study Team

2020-Current year OA Pubs

Neurodegeneration is presumed to be the pathological process measure most proximal to clinical symptom onset in Alzheimer Disease (AD). Structural MRI is routinely collected in research and clinical trial settings. Several quantitative MRI-based measures of atrophy have been proposed, but their low correspondence with each other has been previously documented. The purpose of this study was to identify which commonly used structural MRI measure (hippocampal volume, cortical thickness in AD signature regions, or brain age gap [BAG]) had the best correspondence with the Clinical Dementia Rating (CDR) in an ethno-racially diverse sample. 2870 individuals recruited by the Healthy and Aging …

Prospective Observational Study Of Fkrp-Related Limb-Girdle Muscular Dystrophy R9: A Grasp Consortium Study, Lindsay N Alfano, Stephanie Hunn, Conrad C Weihl, Et Al.

2020-Current year OA Pubs

OBJECTIVE: Limb-girdle muscular dystrophy R9 (LGMDR9, formerly known as LGMD2I), caused by variants in the fukutin-related protein (FKRP) gene leads to progressive muscle weakness of the shoulder and pelvic limb-girdles and loss of motor function over time. Clinical management and future trial design are improved by determining which standardized clinical outcome assessments (COA) of function are most appropriate to capture disease presentation and progression, informing endpoint selection and enrollment criteria. The purpose of our study was to evaluate the cross-sectional validity and reliability of clinical outcome assessments in patients with FKRP-related LGMDR9 participating in the Genetic Resolution and Assessments Solving …

Overcoming Cd226-Related Immune Evasion In Acute Myeloid Leukemia With Cd38 Car-Engineered Nk Cells, Luciana Melo Garcia, Achintyan Gangadharan, Pinaki Banerjee, Ye Li, Andy G X Zeng, Hind Rafei, Paul Lin, Bijender Kumar, Sunil Acharya, May Daher, Luis Muniz-Feliciano, Gary M Deyter, Gabriel Dominguez, Jeong Min Park, Francia Reyes Silva, Ana Karen Nunez Cortes, Rafet Basar, Nadima Uprety, Mayra Shanley, Mecit Kaplan, Enli Liu, Elizabeth J Shpall, Katayoun Rezvani

Faculty, Staff and Student Publications

CD226 plays a vital role in natural killer (NK) cell cytotoxicity, interacting with its ligands CD112 and CD155 to initiate immune synapse formation, primarily through leukocyte function-associated-1 (LFA-1). Our study examined the role of CD226 in NK cell surveillance of acute myeloid leukemia (AML). NK cells in patients with AML had lower expression of CD226. CRISPR-Cas9 deletion of CD226 led to reduced LFA-1 recruitment, poor synapse formation, and decreased NK cell anti-leukemic activity. Engineering NK cells to express a chimeric antigen receptor targeting the AML antigen CD38 (CAR38) could overcome the need for CD226 to establish strong immune synapses. LFA-1 …

Erk Activation Dynamics In Maturing Oocyte Controls Embryonic Nuclear Divisions In Caenorhabditis Elegans, Han Bit Baek, Debabrata Das, Shin-Yu Chen, Hongyuan Li, Swathi Arur

Faculty, Staff and Student Publications

ERK activity oscillates between sustained activation during oocyte formation and transient inactivation during oocyte maturation, fertilization, and early embryogenesis. Consequences of ectopic ERK activity upon oocyte maturation and in early embryogenesis are unknown. We show, in Caenorhabditis elegans, that ectopic ERK activity upon oocyte maturation (metaphase I oocytes) results in embryos with abnormalities in nuclear divisions leading to embryonic death. We uncover that ERK directly phosphorylates Polo-like kinase I (PLK-1), on Serine 404, to inhibit nuclear envelope breakdown (NEBD) in early embryogenesis. The RAS/ERK/PLK-1 pathway poisons zygotic NEBD and inhibits the merging of parental genomes, underlining the importance of turning …

Robust Cluster Prediction Across Data Types Validates Association Of Sex And Therapy Response In Gbm, David L Gibbs, Gino Cioffi, Boris Aguilar, Kristin A Waite, Edward Pan, Jacob Mandel, Yoshie Umemura, Jingqin Luo, Joshua B Rubin, David Pot, Jill Barnholtz-Sloan

Faculty, Staff and Students Publications

Background: Previous studies have described sex-specific patient subtyping in glioblastoma. The cluster labels associated with these "legacy data" were used to train a predictive model capable of recapitulating this clustering in contemporary contexts.

Methods: We used robust ensemble machine learning to train a model using gene microarray data to perform multi-platform predictions including RNA-seq and potentially scRNA-seq.

Results: The engineered feature set was composed of many previously reported genes that are associated with patient prognosis. Interestingly, these well-known genes formed a predictive signature only for female patients, and the application of the predictive signature to male patients produced unexpected results. …

Tfap2e Is Implicated In Central Nervous System, Orofacial And Maxillofacial Anomalies, Jeshurun C Kalanithy, Enrico Mingardo, Jil D Stegmann, Ramgopal Dhakar, Tikam Chand Dakal, Jill A Rosenfeld, Wen-Hann Tan, Stephanie A Coury, Audrey C Woerner, Jessica Sebastian, Paul A Levy, Leah R Fleming, Lea Waffenschmidt, Tobias T Lindenberg, Öznur Yilmaz, Khadija Channab, Bimaljeet K Babra, Andrea Christ, Britta Eiberger, Selina Hölzel, Clara Vidic, Felix Häberlein, Nina Ishorst, Juan E Rodriguez-Gatica, Behnaz Pezeshkpoor, Patrick A Kupczyk, Olivier M Vanakker, Sara Loddo, Antonio Novelli, Maria L Dentici, Albert Becker, Holger Thiele, Jennifer E Posey, James R Lupski, Alina C Hilger, Heiko M Reutter, Waltraut M Merz, Gabriel C Dworschak, Benjamin Odermatt

Faculty, Staff and Students Publications

Background: Previous studies in mouse, Xenopus and zebrafish embryos show strong tfap2e expression in progenitor cells of neuronal and neural crest tissues suggesting its involvement in neural crest specification. However, the role of human transcription factor activator protein 2 (TFAP2E) in human embryonic central nervous system (CNS), orofacial and maxillofacial development is unknown.

Methods: Through a collaborative work, exome survey was performed in families with congenital CNS, orofacial and maxillofacial anomalies. Exome variant prioritisation prompted TFAP2E gene for functional analysis in zebrafish embryos. Embryonic morphology and development were assessed after antisense morpholino (MO) knockdown (KD), CRISPR/Cas9 knockout and overexpression …

Correlates Of Inaccuracy In Reporting Of Energy Intake Among Persons With Multiple Sclerosis, Stephanie L Silveira, Brenda Jeng, Barbara A Gower, Gary R Cutter, Robert W Motl

Faculty, Staff and Student Publications

BACKGROUND/OBJECTIVES: Persons with multiple sclerosis (MS) are interested in diet as a second-line approach for disease management. This study examined potential variables that correlate with inaccuracy of self-reported energy intake (EI) in adults with MS.

METHODS: Twenty-eight participants completed two assessment appointments within a 14-day period that included a standard doubly labeled water (DLW) protocol for estimating total energy expenditure (TEE). The participants reported their EI using the Automated Self-Administered 24 h (ASA24) Dietary Assessment Tool. The primary variables of interest for explaining the discrepancy between TEE and ASA24 EI (i.e., inaccuracy) included cognition (processing speed, visuospatial memory, and verbal …

Urine Proteomics Defines An Immune Checkpoint-Associated Nephritis Signature, James P Long, Shailbala Singh, Yanlan Dong, Cassian Yee, Jamie S Lin

Faculty, Staff and Student Publications

Immune checkpoint inhibitor (ICI) therapy is a cornerstone treatment for many cancers, but it can induce severe immunotoxicity, including acute interstitial nephritis (AIN). Currently, kidney biopsy is required to differentiate ICI-AIN from other causes of acute kidney injury (AKI). However, this invasive approach can lead to morbidity, delayed glucocorticoid treatment for patients with AIN, and unnecessarily prolonged suspension of ICI therapy in non-AIN patients. Delayed or incorrect diagnosis of ICI-AIN is particularly detrimental, as over 50% of patients are at risk of permanent renal damage. Thus, there is an urgent need for non-invasive biomarkers that can rapidly and accurately distinguish …

Impact Of A Light Volleyball Intervention Among Older Chinese Adult Women, Ka-Man Carman Leung, Paul Lee, Wing Sze Alice Lai, Yanan Zhao, Lynda Ransdell

International Journal of Physical Activity and Health

Modified sports offer a strategic approach to promoting health in older adults. Light volleyball, which uses a larger, lighter ball than traditional volleyball, is more accessible for this population. This study investigated the effects of a 16-week light volleyball program on the functional fitness of older adults in Hong Kong. A total of 275 participants aged 60 years or older were recruited and randomly assigned to three groups: a light volleyball intervention group, a Tai Chi group, and a control group. Functional fitness was assessed at the pretest, posttest, and 6-month follow-up. Results revealed that the light volleyball group exhibited …

A Paper-Based Hpv E7 Oncoprotein Assay For Cervical Precancer Detection At The Point Of Care, Chelsey A Smith, Sai Paul, Karen E Haney, Sonia G Parra, Meaghan Bond, Leticia López, Mauricio Maza, Juan Felix, Preetha Ramalingam, Pablo Escobar, Philip E Castle, Kathleen M Schmeler, Rebecca R Richards-Kortum

Faculty, Staff and Student Publications

Cervical cancer, while preventable through screening and treatment of cervical precancer, remains a global challenge with a disproportionately high burden of disease in resource-limited settings, especially in low- and middle-income countries (LMICs). Lack of affordable, easy-to-use screening and diagnostic tests contributes to this disparity. Most commercially available tests are not appropriate for use in LMICs due to resource constraints. Specifically, HPV mRNA and oncoprotein tests that have high specificity for cervical precancer and cancer require complex sample preparation protocols and expensive instrumentation. To address these limitations, an HPV E7 oncoprotein assay for HPV16, 18, and 45 was developed that is …

Atm Expression And Activation In Ataxia Telangiectasia Patients With And Without Class Switch Recombination Defects, Fereshte Salami, Tannaz Moeini Shad, Nazanin Fathi, Hanieh Mojtahedi, Marzie Esmaeili, Sepideh Shahkarami, Ladan Gol Mohammad Pour Afrakoti, Parisa Amirifar, Samaneh Delavari, Hassan Nosrati, Azadehsadat Razavi, Mohammad Reza Ranjouri, Mahsa Yousefpour, Zahra Hamidi Esfahani, Gholamreza Azizi, Mahmoudreza Ashrafi, Nima Rezaei, Reza Yazdani, Hassan Abolhassani

Department of Neurology Faculty Papers

BACKGROUND: Ataxia telangiectasia mutated (ATM) kinase plays a critical role in DNA double-strand break (DSB) repair. Ataxia telangiectasia (A-T) patients exhibit abnormalities in immunoglobulin isotype expression and class switch recombination (CSR). This study investigates the role of residual ATM kinase expression and activity in the severity of A-T disease.

METHODS: A-T patients with defined genetic diagnoses were classified based on CSR and based on the severity of their medical complications. Isolated peripheral blood mononuclear cells from any patient were evaluated before and after exposure to 0.5 Gy ionizing radiation for one minute. Western blotting was performed to identify the expression …

Reduced Autoimmunity Associated With Deletion Of Host Cd73, Beanna Okeugo, Shabba A Armbrister, Rhea C Daniel, Zeina M Saleh, Jessica Wang, Salomea Giorgberidze, J Marc Rhoads, Yuying Liu

Faculty, Staff and Student Publications

CD73 is ubiquitously expressed and regulates critical functions across multiple organ systems. The sequential actions of CD39 and CD73 accomplish the conversion of adenosine triphosphate to adenosine and shift the adenosine triphosphate-driven proinflammatory immune cell milieu toward an anti-inflammatory state. This immunological switch is a major mechanism by which regulatory T (Treg) cells control inflammation. Foxp3 engages in Treg development and function. Foxp3 mutations result in the scurfy (SF) mouse phenotype and a rapidly lethal lymphoproliferative syndrome. We generated double knockout (KO) mouse (CD73KOSF) by breeding heterozygous Foxp3sf/J females to CD73KO male mice to remove host CD73. We initially aimed …

A Deconvolution Framework That Uses Single-Cell Sequencing Plus A Small Benchmark Data Set For Accurate Analysis Of Cell Type Ratios In Complex Tissue Samples, Shuai Guo, Xiaoqian Liu, Xuesen Cheng, Yujie Jiang, Shuangxi Ji, Qingnan Liang, Andrew Koval, Yumei Li, Leah A Owen, Ivana K Kim, Ana Aparicio, Sanghoon Lee, Anil K Sood, Scott Kopetz, John Paul Shen, John N Weinstein, Margaret M Deangelis, Rui Chen, Wenyi Wang

Faculty, Staff and Student Publications

Bulk deconvolution with single-cell/nucleus RNA-seq data is critical for understanding heterogeneity in complex biological samples, yet the technological discrepancy across sequencing platforms limits deconvolution accuracy. To address this, we utilize an experimental design to match inter-platform biological signals, hence revealing the technological discrepancy, and then develop a deconvolution framework called DeMixSC using this well-matched, that is, benchmark, data. Built upon a novel weighted nonnegative least-squares framework, DeMixSC identifies and adjusts genes with high technological discrepancy and aligns the benchmark data with large patient cohorts of matched-tissue-type for large-scale deconvolution. Our results using two benchmark data sets of healthy retinas and …

Gut Microbial Changes Associated With Obesity In Youth With Type 1 Diabetes, Heba M Ismail, Dimuthu Perera, Rabindra Mandal, Linda A Dimeglio, Carmella Evans-Molina, Tamara Hannon, Joseph Petrosino, Sara Javornik Cregeen, Nathan W Schmidt

Faculty, Staff and Students Publications

Context: Obesity is prevalent in type 1 diabetes (T1D) and is problematic with higher risk for diabetes complications. It is unknown to what extent gut microbiome changes are associated with obesity and T1D.

Objective: This work aimed to describe the gut microbiome and microbial metabolite changes associated with obesity in T1D. We hypothesized statistically significant gut microbial and metabolite differences in lean T1D youth (body mass index [BMI]: 5%-< 85%) vs those with obesity (BMI: ≥95%).

Methods: We analyzed stool samples for gut microbial (using metagenomic shotgun sequencing) and short-chain fatty acid (SCFA) differences in lean (n = 27) and obese (n = 21) T1D youth in …

The Association Between Thyroid Differentiation Score And Survival Outcomes In Papillary Thyroid Carcinoma, Jennifer R Wang, Mark E Zafereo, Maria E Cabanillas, Chia Chin Wu, Li Xu, Yaoyi Dai, Wenyi Wang, Stephen Y Lai, Ying Henderson, Lauren Erasmus, Michelle D Williams, Corinne Joshu, Debashree Ray

Faculty, Staff and Student Publications

Context: Thyroid differentiation score (TDS), calculated based on mRNA expression levels of 16 genes controlling thyroid metabolism and function, has been proposed as a measure to quantify differentiation in papillary thyroid carcinoma (PTC).

Objective: The objective of this study is to determine whether TDS is associated with survival outcomes across patient cohorts.

Methods: Two independent cohorts of patients with PTC were used: (1) The Cancer Genome Atlas (TCGA) thyroid cancer study (N = 372), (2) MD Anderson Cancer Center (MDACC) cohort (N = 111). The primary survival outcome of interest was progression-free interval (PFI). Association with overall survival (OS) was …

Pediatric Papillary Thyroid Carcinoma: Outcomes After Surgery Without Adjuvant Radioactive Iodine, Luz E Castellanos, Mark E Zafereo, Erich M Sturgis, Jennifer R Wang, Anita K Ying, Steven G Waguespack

Faculty, Staff and Students Publications

Context: Pediatric papillary thyroid carcinoma (PTC) is usually treated with total thyroidectomy followed by radioactive iodine (RAI). Recently, RAI has been used more selectively based on surgical pathology and postoperative dynamic risk stratification (DRS).

Objective: To describe patients with pediatric PTC not initially treated with RAI and their disease outcomes.

Methods: This was an ambispective study at a tertiary cancer center of patients < 19 years diagnosed from January 1, 1990, to December 31, 2021, with stage 1 PTC who intentionally were not treated with RAI within a year of diagnosis. We assessed clinical characteristics, management, and disease outcomes using DRS.

Results: Of 490 PTC patients, we identified 93 eligible patients (median age at diagnosis 16 years; 87% female), including 46 (49%) with cervical lymph node metastases. Initial management included total thyroidectomy ± neck dissection (n = 69, …

Gut Microbial Changes Associated With Obesity In Youth With Type 1 Diabetes, Heba M Ismail, Dimuthu Perera, Rabindra Mandal, Linda A Dimeglio, Carmella Evans-Molina, Tamara Hannon, Joseph Petrosino, Sara Javornik Cregeen, Nathan W Schmidt

Center for Medical Ethics and Health Policy Staff Publications

Context: Obesity is prevalent in type 1 diabetes (T1D) and is problematic with higher risk for diabetes complications. It is unknown to what extent gut microbiome changes are associated with obesity and T1D.

Objective: This work aimed to describe the gut microbiome and microbial metabolite changes associated with obesity in T1D. We hypothesized statistically significant gut microbial and metabolite differences in lean T1D youth (body mass index [BMI]: 5%-< 85%) vs those with obesity (BMI: ≥95%).

Methods: We analyzed stool samples for gut microbial (using metagenomic shotgun sequencing) and short-chain fatty acid (SCFA) differences in lean (n = 27) and obese (n = 21) T1D youth in …

Precision Data-Driven Modeling Of Cortical Dynamics Reveals Person-Specific Mechanisms Underpinning Brain Electrophysiology, Matthew F Singh, Todd S Braver, Michael Cole, Shinung Ching

2020-Current year OA Pubs

Task-free brain activity affords unique insight into the functional structure of brain network dynamics and has been used to identify neural markers of individual differences. In this work, we present an algorithmic optimization framework that directly inverts and parameterizes brain-wide dynamical-systems models involving hundreds of interacting neural populations, from single-subject M/EEG time-series recordings. This technique provides a powerful neurocomputational tool for interrogating mechanisms underlying individual brain dynamics ("precision brain models") and making quantitative predictions. We extensively validate the models' performance in forecasting future brain activity and predicting individual variability in key M/EEG metrics. Last, we demonstrate the power of our …

Differences In Risk Appraisal And Neural Activity In Adolescents With A History Of Misconduct, Elizabeth S Escalante, Jessica S Flannery, Michael T Perino, Eva H Telzer

2020-Current year OA Pubs

While much of the prior work examining the behavioural and neural mechanisms of adolescent risk taking has focused on community samples, less is known about whether these mechanisms apply to adolescents engaging in high levels of risky behaviour. The current study examines behavioural and neural differences between adolescents with (N = 24) and without (N = 35) a history of misconduct using a risk perception questionnaire and risk-taking fMRI task. Adolescents with a history of misconduct perceived fewer negative consequences of risk relative to positive consequences and exhibited altered neural tracking of risk and reward in the nucleus accumbens. Specifically, …