Digital Commons Network^™

Polyaminer-Bulk Is A Deep Learning-Based Algorithm That Decodes Alternative Polyadenylation Dynamics From Bulk Rna-Seq Data, Venkata Soumith Jonnakuti, Eric J Wagner, Mirjana Maletić-Savatić, Zhandong Liu, Hari Krishna Yalamanchili

Faculty, Staff and Students Publications

Alternative polyadenylation (APA) is a key post-transcriptional regulatory mechanism; yet, its regulation and impact on human diseases remain understudied. Existing bulk RNA sequencing (RNA-seq)-based APA methods predominantly rely on predefined annotations, severely impacting their ability to decode novel tissue- and disease-specific APA changes. Furthermore, they only account for the most proximal and distal cleavage and polyadenylation sites (C/PASs). Deconvoluting overlapping C/PASs and the inherent noisy 3' UTR coverage in bulk RNA-seq data pose additional challenges. To overcome these limitations, we introduce PolyAMiner-Bulk, an attention-based deep learning algorithm that accurately recapitulates C/PAS sequence grammar, resolves overlapping C/PASs, captures non-proximal-to-distal APA changes, …

Current Concepts In The Evaluation, Management, And Prevention Of Common Foot And Ankle Injuries In The Runner, Alexis S. Tingan, Aisha Bowen, Chelsea Salas-Tam, Matthew Roland, Apurva Srivastav

Department of Exercise Science Faculty Papers

Purpose of Review Running-related injuries (RRIs) are a common cause of dysfunction among runners. Foot and ankle injuries are among the most common RRIs. The purpose of this review is to detail current concepts in the pathophysiology, evaluation, management, and prevention of foot and ankle RRIs.

Recent Findings Running gait analyses are helpful in identifying biomechanical and kinematic abnormalities that can be targeted in rehabilitation. Musculoskeletal ultrasonography is now being used to both qualitatively and quantitatively assess tissue integrity to guide diagnosis, prognosis, and return to run decision-making. Recent treatment analyses have demonstrated that rehabilitation exercises are vital for restoring …

Growing Through Adversity: The Relation Of Early Childhood Educator Post-Traumatic Growth To Young Children’S Executive Function, Caron A. C. Clark, Holly Hatton-Bowers, Kimia Akhavein, Sarah Rasby, Gilbert R. Parra

Department of Educational Psychology: Faculty Publications

Introduction: Early childhood educators (ECEs) play a critical role in supporting the development of young children’s executive functions (EF). EF, in turn, underpins lifelong resilience and well-being. Unfortunately, many ECEs report adverse childhood experiences (ACEs) that may compound high stress levels associated with an emotionally and physically demanding profession. ACEs have well-established negative implications for adult well-being and may dampen ECEs’ capacities to engage in emotionally responsive interactions with children. However, many individuals who experience ACEs also report post-traumatic growth experiences that foster empathy, self-determination, and resilience. Such post-traumatic growth may equip teachers with skills to engage in responsive …

Use Of Crispr Interference For Efficient And Rapid Gene Inactivation In Fusobacterium Nucleatum, Peng Zhou, Bibek G C, Flynn Stolte, Chenggang Wu

Faculty, Staff and Student Publications

Gene inactivation by creating in-frame deletion mutations in Fusobacterium nucleatum is time consuming, and most fusobacterial strains are genetically intractable. Addressing these problems, we introduced a riboswitch-based inducible CRISPR interference (CRISPRi) system. This system employs the nuclease-inactive Streptococcus pyogenes Cas9 protein (dCas9), specifically guided to the gene of interest by a constantly expressed single-guide RNA (sgRNA). Mechanistically, this dCas9-sgRNA complex serves as an insurmountable roadblock for RNA polymerase, thus repressing the target gene transcription. Leveraging this system, we first examined two non-essential genes, ftsX and radD, which are pivotal for fusobacterial cytokinesis and coaggregation. Upon adding the inducer, theophylline, …

Degree Of Uncertainty In Reporting Imaging Findings For Necrotizing Enterocolitis: A Secondary Analysis From A Pilot Randomized Diagnostic Trial., Alain Cuna, Disa Rathore, Kira Bourret, Erin K. Opfer, Sherwin S. Chan

Manuscripts, Articles, Book Chapters and Other Papers

Diagnosis of necrotizing enterocolitis (NEC) relies heavily on imaging, but uncertainty in the language used in imaging reports can result in ambiguity, miscommunication, and potential diagnostic errors. To determine the degree of uncertainty in reporting imaging findings for NEC, we conducted a secondary analysis of the data from a previously completed pilot diagnostic randomized controlled trial (2019-2020). The study population comprised sixteen preterm infants with suspected NEC randomized to abdominal radiographs (AXRs) or AXR + bowel ultrasound (BUS). The level of uncertainty was determined using a four-point Likert scale. Overall, we reviewed radiology reports of 113 AXR and 24 BUS …

Revascularization Strategies For Acute And Chronic Mesenteric Ischemia: A Narrative Review, Jacob J Gries, Takashi Sakamoto, Bing Chen, Hafeez Ul Hassan Virk, Mahboob Alam, Chayakrit Krittanawong

Faculty, Staff and Students Publications

Mesenteric ischemia is a challenging condition characterized by insufficient blood perfusion to the mesentery and, consequently, intestinal tissues that continues to perplex clinicians. Despite its low prevalence, the condition’s variable clinical presentation and elusive radiographic diagnosis can delay life-saving interventions in the acute setting and deteriorate the quality of life of patients when left undiagnosed or misdiagnosed. Purpose: Review and summarize recent diagnostic updates and emergent intervention strategies for acute and chronic mesenteric ischemia. Methods: A narrative review of all relevant studies from January 2022 through September 2023. Results: A total of 11 studies from MEDLINE, supplemented with 44 studies …

Association Of Lifestyle Intervention With Risk For Cardiovascular Events Differs By Level Of Glycated Hemoglobin, Michael P Bancks, Scott J Pilla, Ashok Balasubramanyam, Hsin-Chieh Yeh, Karen C Johnson, Joseph Rigdon, Lynne E Wagenknecht, Mark A Espeland

Faculty, Staff and Students Publications

Purpose: We reevaluated the Action for Health in Diabetes (Look AHEAD) intensive lifestyle intervention (ILI) to assess whether the effect of ILI on cardiovascular disease (CVD) prevention differed by baseline glycated hemoglobin (HbA1c).

Methods: Look AHEAD randomized 5145 adults, aged 45 to 76 years with type 2 diabetes and overweight/obesity to ILI or a diabetes support and education (DSE) control group for a median of 9.6 years. ILI focused on achieving weight loss through decreased caloric intake and increased physical activity. We assessed the parent trial's primary composite CVD outcome. We evaluated additive and multiplicative heterogeneity of the intervention on …

Conceptualizing Care Partners' Burden, Stress, And Support For Reintegrating Veterans: A Mixed Methods Study, Nicholas A. Rattray, Mindy Flanagan, Allison Mann, Leah Danson, Ai-Nghia Do, Diana Natividad, Katrina Spontak, Gala True

School of Medicine Faculty Publications

BACKGROUND: People who support Veterans as they transition from their military service into civilian life may be at an increased risk of psychological distress. Existing studies focus primarily on paid family caregivers, but few studies include spouses and informal non-family "care partners." We sought to identify key challenges faced by care partners of Veterans with invisible injuries. METHODS: Semi-structured interviews were conducted with 36 individuals involved in supporting a recently separated US military Veteran enrolled in a 2-year longitudinal study. CPs completed validated measures on perceived stress, caregiving burden, quality of their relationship, life satisfaction, and flourishing. Independent -tests were …

Alcohol Impairs Bioenergetics And Differentiation Capacity Of Myoblasts From Simian Immunodeficiency Virus-Infected Female Macaques, Danielle E. Levitt, Brianna L. Bourgeois, Keishla M. Rodríguez-Graciani, Patricia E. Molina, Liz Simon

School of Graduate Studies Faculty Publications

Alcohol misuse and HIV independently induce myopathy. We previously showed that chronic binge alcohol (CBA) administration, with or without simian immunodeficiency virus (SIV), decreases differentiation capacity of male rhesus macaque myoblasts. We hypothesized that short-term alcohol and CBA/SIV would synergistically decrease differentiation capacity and impair bioenergetic parameters in female macaque myoblasts. Myoblasts from naïve (CBA−/SIV−), vehicle [VEH]/SIV, and CBA/SIV (N = 4–6/group) groups were proliferated (3 days) and differentiated (5 days) with 0 or 50 mM ethanol (short-term). CBA/SIV decreased differentiation and increased non-mitochondrial oxygen consumption rate (OCR) versus naïve and/or VEH/SIV. Short-term alcohol decreased differentiation; increased maximal and non-mitochondrial …

A Small Molecule With Big Impact: Mrtx1133 Targets The Krasg12d Mutation In Pancreatic Cancer, Daoyan Wei, Liang Wang, Xiangsheng Zuo, Anirban Maitra, Robert S Bresalier

Faculty, Staff and Student Publications

KRAS mutations drive oncogenic alterations in numerous cancers, particularly in human pancreatic ductal adenocarcinoma (PDAC). About 93% of PDACs have KRAS mutations, with G12D (∼42% of cases) and G12V (∼32% of cases) being the most common. The recent approval of sotorasib (AMG510), a small-molecule, covalent, and selective KRASG12C inhibitor, for treating patients with non-small cell lung cancer represents a breakthrough in KRAS targeted therapy. However, there is a need to develop other much-needed KRAS-mutant inhibitors for PDAC therapy. Notably, Mirati Therapeutics recently developed MRTX1133, a small-molecule, noncovalent, and selective KRASG12D inhibitor through extensive structure-based drug design. MRTX1133 has demonstrated potent …

Cpsf3 Inhibition Blocks Pancreatic Cancer Cell Proliferation Through Disruption Of Core Histone Mrna Processing, Abdulrahman A Alahmari, Aditi H Chaubey, Venkata S Jonnakuti, Arwen A Tisdale, Carla D Schwarz, Abigail C Cornwell, Kathryn E Maraszek, Emily J Paterson, Minsuh Kim, Swati Venkat, Eduardo Cortes Gomez, Jianmin Wang, Katerina V Gurova, Hari Krishna Yalamanchili, Michael E Feigin

Duncan NRI Faculty and Staff Publications

Pancreatic ductal adenocarcinoma (PDAC) is a lethal disease with limited effective treatment options, potentiating the importance of uncovering novel drug targets. Here, we target cleavage and polyadenylation specificity factor 3 (CPSF3), the 3′ endonuclease that catalyzes mRNA cleavage during polyadenylation and histone mRNA processing. We find that CPSF3 is highly expressed in PDAC and is associated with poor prognosis. CPSF3 knockdown blocks PDAC cell proliferation and colony formation in vitro and tumor growth in vivo. Chemical inhibition of CPSF3 by the small molecule JTE-607 also attenuates PDAC cell proliferation and colony formation, while it has no effect on cell proliferation …

Cpsf3 Inhibition Blocks Pancreatic Cancer Cell Proliferation Through Disruption Of Core Histone Mrna Processing, Abdulrahman A Alahmari, Aditi H Chaubey, Venkata S Jonnakuti, Arwen A Tisdale, Carla D Schwarz, Abigail C Cornwell, Kathryn E Maraszek, Emily J Paterson, Minsuh Kim, Swati Venkat, Eduardo Cortes Gomez, Jianmin Wang, Katerina V Gurova, Hari Krishna Yalamanchili, Michael E Feigin

Faculty, Staff and Students Publications

Pancreatic ductal adenocarcinoma (PDAC) is a lethal disease with limited effective treatment options, potentiating the importance of uncovering novel drug targets. Here, we target cleavage and polyadenylation specificity factor 3 (CPSF3), the 3′ endonuclease that catalyzes mRNA cleavage during polyadenylation and histone mRNA processing. We find that CPSF3 is highly expressed in PDAC and is associated with poor prognosis. CPSF3 knockdown blocks PDAC cell proliferation and colony formation in vitro and tumor growth in vivo. Chemical inhibition of CPSF3 by the small molecule JTE-607 also attenuates PDAC cell proliferation and colony formation, while it has no effect on cell proliferation …

Pathogenic Implications Of Candidal Species In Both Oral Cancer And Oral Potentially Malignant Disorders - A Review, Dr Dominic Augustine, Sowmya Sv, Kuntala Mondal

Annual Research Symposium

Oral squamous cell carcinoma (OSCC) is the 6th most common cancer in worldwide. Cigarette smoking, alcohol consumption, and betel quid chewing are its major risk factors other factors that can lead to OSCC include excessive sun exposure, viral or fungal infection, poor nutrition, and poor oral hygiene. The carcinogenesis of OSCC occurs gradually and oral epithelial dysplasia is considered a potential histologic precursor of OSCC. Most OSCC cases are preceded by clinically evident oral potentially malignant disorders (OPMDs). The aim of this review is to correlate the association between Candida species and oral potentially malignant disorders and its possible mechanisms …

Developing And Piloting An Online Course On Osteoporosis Using A Multidisciplinary Multi-Institute Approach- A Cross-Sectional Qualitative Study, Lena Jafri, Hafsa Majid, Arsala Jameel Farooqui, Sibtain Ahmed, Muhammad Umer Naeem Effendi, Maseeh Uz Zaman, Qamar` Riaz, Noreen Nasir, Syeda Sadia Fatima, Sarah Nadeem, Rizwan Haroon Rashid, Aysha Habib

Department of Pathology and Laboratory Medicine

Introduction: Postgraduate medical trainees (PGs) in developing nations face various educational hurdles due to limited access to quality resources and training facilities. This study aimed to assess the effectiveness of e-learning, particularly Massive Open Online Courses (MOOCs), within postgraduate medical education. It involved the development of a customized online course focused on osteoporosis for PGs and an examination of their perspectives and preferences concerning online learning methods like Virtual Learning Environment (VLE) platforms.
Methods: The study was conducted from January 2018 to December 2020. A multi-institutional, multidisciplinary team was assembled to design an osteoporosis course on the VLE platform. PGs …

Phenolic Acids Prevent Sex-Steroid Deficiency-Induced Bone Loss And Bone Marrow Adipogenesis In Mice, Perry C. Caviness, Oxana P. Lazarenko, Michael L. Blackburn, Jennifer F. Chen, Christopher E. Randolph, Jovanny Zabaleta, Fenghuang Zhan, Jin Ran Chen

School of Medicine Faculty Publications

Phenolic acids, such as hippuric acid (HA) and 3-(3-hydroxyphenyl) propionic acid (3-3-PPA), can be produced from microbiome digestion of polyphenols. Previously it was found that HA and 3-3-PPA facilitate bone formation and suppress bone resorption. However, the mechanism of action by which HA and 3-3-PPA protect bone from degeneration is currently unknown. In this report, we present that HA and 3-3-PPA suppression of bone resorption is able to ameliorate bone loss in an ovariectomy (OVX) osteopenic mouse model though not to the extent of Zoledronic acid (ZA). HA and 3-3-PPA treatments were shown to significantly decrease bone marrow adipocyte-like cell …

International Consensus Statement On The Radiological Evaluation Of Dysraphic Malformations Of The Spine And Spinal Cord, Ankit Balani, Jai Sidpra, Sniya Sudhakar, Asthik Biswas, Özgür Öztekin, Valeria Capra, Martin Catala, Andrew J Copp, Neetu Kumar, Navroop Johal, M Zubair Tahir, Dominic Thompson, Dachling Pang, David M Mirsky, Mai-Lan Ho, Thierry A G M Huisman, Andrea Rossi, Kshitij Mankad

Children’s Nutrition Research Center Staff Publications

Dysraphic malformations of the spine and spinal cord (DMSSC) represent a spectrum of common congenital anomalies typically (though not exclusively) affecting the lower spinal segments. These may be responsible for varying degrees of neurologic, orthopedic, and urologic morbidity. With advances in neuroimaging, it is now possible to better diagnose and evaluate these disorders both prenatally and postnatally. Neuroimaging, performed at the right time and with technique optimization, is integral in guiding clinical management. However, the terminology used to describe these lesions has become increasingly confusing, and there is a lack of consensus regarding the essential radiologic features and their clinical …

Vitamin D And Dental Caries, Himani Patel

Annual Research Symposium

Insufficient levels of vitamin D has become an oral health concern as it has been linked to hypocalcification in the oral cavity. Dental caries affect nearly half of the world’s population resulting in it becoming the most prevalent disease. This study aims to further analyze how vitamin D levels can affect the prevalence of dental caries.

Analysis Of Adolescent Malnutrition On Oral Health: A Systematic Review, Amy Blazejewski

Annual Research Symposium

This review aimed to explore the relationship between malnutrition and oral health in adolescents.

A literature search in PubMed, Dentistry & Oral Sciences Source, Scopus, and Web of Science was conducted on September 13th, 2023. Peer-reviewed articles written in English and published from 2013 containing information on the negative impact of adolescent malnutrition on oral health were considered eligible for review. From the 594 studies obtained from the literature search, 88 studies were included.

Effects Of Metformin On Glucose Metabolism And Mitochondrial Function In Patients With Obstructive Sleep Apnea: A Pilot Randomized Trial, Elizabeth R.M. Zunica, Elizabeth C. Heintz, Wagner S. Dantas, R. Caitlin Hebert, Ma Kayla Tanksley, Robbie A. Beyl, Edward C. Mader, John P. Kirwan, Christopher L. Axelrod, Prachi Singh

School of Medicine Faculty Publications

Obstructive sleep apnea (OSA) is associated with increased risk for diabetes, and standard treatment with positive airway pressure (PAP) device shows inconsistent effects on glucose metabolism. Metformin is known to treat and prevent diabetes, but its effects on skeletal muscle mitochondrial function are not completely understood. Here, we evaluate the effects of metformin on glucose metabolism and skeletal muscle mitochondrial function in patients with OSA. Sixteen adults with obesity (50.9 ± 6.7 years, BMI: 36.5 ± 2.9 kg/m2) and moderate-to-severe OSA were provided with PAP treatment and randomized to 3 months of placebo (n = 8) or metformin (n = …

Phase I Study Of Mtorc1/2 Inhibitor Sapanisertib (Cb-228/Tak-228) In Combination With Metformin In Patients With Mtor/Akt/Pi3k Pathway Alterations And Advanced Solid Malignancies, Vivek Subbiah, Niamh Coleman, Sarina A Piha-Paul, Apostolia M Tsimberidou, Filip Janku, Jordi Rodon, Shubham Pant, Ecaterina E Ileana Dumbrava, Siqing Fu, David S Hong, Shizhen Zhang, Ming Sun, Yunfang Jiang, Jason Roszik, Juhee Song, Ying Yuan, Funda Meric-Bernstam, Aung Naing

Faculty, Staff and Student Publications

BACKGROUND: Sapanisertib (CB-228/TAK-228) is a potent, selective ATP-competitive, dual inhibitor of mTORC1/2. Metformin is thought to inhibit the mTOR pathway through upstream activation of 5'-AMP-activated protein kinase (AMPK) suggesting combination therapy may enhance antitumor activity of sapanisertib. We report preliminary safety, tolerability, and efficacy from the dose-escalation study of sapanisertib in combination with metformin in patients with advanced solid tumors.

METHODS: Patients with advanced metastatic solid tumors resistant or refractory to standard treatment, with and without mTOR/AKT/PI3K pathway alterations, received sapanisertib 3 or 4 mg daily together with metformin once to three times daily (500-1,500 mg). All patients underwent 14-day …

Development And Validation Of Parent-Reported Gastrointestinal Health Scale In Mecp2 Duplication Syndrome, Davut Pehlivan, Sukru Aras, Daniel G Glaze, Muharrem Ak, Bernhard Suter, Kathleen J Motil

Faculty, Staff and Students Publications

BACKGROUND/AIMS: We aimed to develop a validated patient-reported Gastrointestinal Health Scale (GHS) specific to MECP2 Duplication Syndrome (MDS) to be used in clinical trials.

METHODS: MDS parents completed a Gastrointestinal Health Questionnaire (GHQ) to investigate the most relevant and important items associated with gastrointestinal problems in MECP2-related disorders. Item reduction was executed according to EORTC guidelines. We performed reliability and validity studies for the finalized scale.

RESULTS: A total of 106 surveys were eligible for item reduction and validation processes. The initial 55 items were reduced to 38 items based on parent responses, expert opinion, and initial confirmatory factor analysis …

Referral Patterns Of Neonatal Healthcare Professionals For Cleft Lip And Palate Patients, Alyssa Morrow

Annual Research Symposium

Cleft Lip and Palate patients are some of the most vulnerable and complex orthodontic patients. They face a myriad of health challenges including psychological, nutritional, auditory, speech, airway, skeletal, and dental. Ideal comprehensive treatment for CLP patients is provided via multidisciplinary teams of healthcare providers. However, there is currently limited access to proper multidisciplinary care for CLP patients in the US, partly due to lack of education regarding available resources. For the most effective treatment and optimal outcomes, it is essential that coordinated care starts at birth and that parental education begins as soon as CLP is detected in utero. …

Impact Of An Integrated Health, Nutrition, And Early Child Stimulation And Responsive Care Intervention Package Delivered To Preterm Or Term Small For Gestational Age Babies During Infancy On Growth And Neurodevelopment: Study Protocol Of An Individually Randomized Controlled Trial In India (Small Babies Trial), Ranadip Chowdhury, Rukman Manapurath, Ingvild Fossgard Sandøy, Ravi Prakash Upadhyay, Neeta Dhabhai, Saijuddin Shaikh, Harish Chellani, Tarun Shankar Choudhary, Abhinav Jain, Jose Martines, Nita Bhandari, Tor A Strand, Sunita Taneja

Faculty, Staff and Student Publications

BACKGROUND: Preterm and term small for gestational age (SGA) babies are at high risk of experiencing malnutrition and impaired neurodevelopment. Standalone interventions have modest and sometimes inconsistent effects on growth and neurodevelopment in these babies. For greater impact, intervention may be needed in multiple domains-health, nutrition, and psychosocial care and support. Therefore, the combined effects of an integrated intervention package for preterm and term SGA on growth and neurodevelopment are worth investigating.

METHODS: An individually randomized controlled trial is being conducted in urban and peri-urban low to middle-socioeconomic neighborhoods in South Delhi, India. Infants are randomized (1:1) into two strata …

An Excitatory Projection From The Basal Forebrain To The Ventral Tegmental Area That Underlies Anorexia-Like Phenotypes, Jing Cai, Yanyan Jiang, Yuanzhong Xu, Zhiying Jiang, Claire Young, Hongli Li, Joshua Ortiz-Guzman, Yizhou Zhuo, Yulong Li, Yong Xu, Benjamin R Arenkiel, Qingchun Tong

Faculty, Staff and Students Publications

Maladaptation in balancing internal energy needs and external threat cues may result in eating disorders. However, brain mechanisms underlying such maladaptations remain elusive. Here, we identified that the basal forebrain (BF) sends glutamatergic projections to glutamatergic neurons in the ventral tegmental area (VTA) in mice. Glutamatergic neurons in both regions displayed correlated responses to various stressors. Notably, in vivo manipulation of BF terminals in the VTA revealed that the glutamatergic BF → VTA circuit reduces appetite, increases locomotion, and elicits avoidance. Consistently, activation of VTA glutamatergic neurons reduced body weight, blunted food motivation, and caused hyperactivity with behavioral signs of …

Relationship Between Obesity And Global Longitudinal Strain In The Pediatric Single Ventricle Fontan Population Across Ventricular Morphologies., Nitin Madan, Doaa Aly, Melanie Kathol, Amulya Buddhavarapu, Thomas Rieth, Ashley K. Sherman, Daniel Forsha

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Obesity is associated with diminished myocardial function as measured by strain echocardiography in children and young adults with normal cardiac anatomy. Data are lacking about the effect of obesity on myocardial strain in patients with a single ventricle. In this study, the relationship between body mass index (BMI) and single ventricle myocardial strain in the Fontan population was assessed.

METHODS AND RESULTS: Thirty-eight abnormal BMI Fontan cases (21 overweight and 17 obese) and 30 normal BMI Fontan controls matched based on single ventricular morphology, age, and sex were included in the study. Ventricular morphology was categorized as single right …

Dynamic Prognosis Prediction For Patients On Dapt After Drug-Eluting Stent Implantation: Model Development And Validation, Fang Li, Laila Rasmy, Yang Xiang, Jingna Feng, Ahmed Abdelhameed, Xinyue Hu, Zenan Sun, David Aguilar, Abhijeet Dhoble, Jingcheng Du, Qing Wang, Shuteng Niu, Yifang Dang, Xinyuan Zhang, Ziqian Xie, Yi Nian, Jianping He, Yujia Zhou, Jianfu Li, Mattia Prosperi, Jiang Bian, Degui Zhi, Cui Tao

Faculty, Staff and Student Publications

BACKGROUND: The rapid evolution of artificial intelligence (AI) in conjunction with recent updates in dual antiplatelet therapy (DAPT) management guidelines emphasizes the necessity for innovative models to predict ischemic or bleeding events after drug-eluting stent implantation. Leveraging AI for dynamic prediction has the potential to revolutionize risk stratification and provide personalized decision support for DAPT management.

METHODS AND RESULTS: We developed and validated a new AI-based pipeline using retrospective data of drug-eluting stent-treated patients, sourced from the Cerner Health Facts data set (n=98 236) and Optum's de-identified Clinformatics Data Mart Database (n=9978). The 36 months following drug-eluting stent implantation were …

Parenting Influences On Frontal Lobe Gray Matter And Preterm Toddlers' Problem-Solving Skills, Josselyn S Muñoz, Megan E Giles, Kelly A Vaughn, Ying Wang, Susan H Landry, Johanna R Bick, Dana M Demaster

Faculty, Staff and Student Publications

Children born preterm often face challenges with self-regulation during toddlerhood. This study examined the relationship between prematurity, supportive parent behaviors, frontal lobe gray matter volume (GMV), and emotion regulation (ER) among toddlers during a parent-assisted, increasingly complex problem-solving task, validated for this age range. Data were collected from preterm toddlers (n = 57) ages 15–30 months corrected for prematurity and their primary caregivers. MRI data were collected during toddlers’ natural sleep. The sample contained three gestational groups: 22–27 weeks (extremely preterm; EPT), 28–33 weeks (very preterm; VPT), and 34–36 weeks (late preterm; LPT). Older toddlers became more compliant as …

Metabolic Model Predictions Enable Targeted Microbiome Manipulation Through Precision Prebiotics, Georgios Marinos, Inga K Hamerich, Reena Debray, Nancy Obeng, Carola Petersen, Jan Taubenheim, Johannes Zimmermann, Dana Blackburn, Buck S Samuel, Katja Dierking, Andre Franke, Matthias Laudes, Silvio Waschina, Hinrich Schulenburg, Christoph Kaleta

Faculty, Staff and Students Publications

While numerous health-beneficial interactions between host and microbiota have been identified, there is still a lack of targeted approaches for modulating these interactions. Thus, we here identify precision prebiotics that specifically modulate the abundance of a microbiome member species of interest. In the first step, we show that defining precision prebiotics by compounds that are only taken up by the target species but no other species in a community is usually not possible due to overlapping metabolic niches. Subsequently, we use metabolic modeling to identify precision prebiotics for a two-member Caenorhabditis elegans microbiome community comprising the immune-protective target species Pseudomonas …

Development And Validation Of The American Heart Association's Prevent Equations, Sadiya S Khan, Kunihiro Matsushita, Yingying Sang, Shoshana H Ballew, Morgan E Grams, Aditya Surapaneni, Michael J Blaha, April P Carson, Alexander R Chang, Elizabeth Ciemins, Alan S Go, Orlando M Gutierrez, Shih-Jen Hwang, Simerjot K Jassal, Csaba P Kovesdy, Donald M Lloyd-Jones, Michael G Shlipak, Latha P Palaniappan, Laurence Sperling, Salim S Virani, Katherine Tuttle, Ian J Neeland, Sheryl L Chow, Janani Rangaswami, Michael J Pencina, Chiadi E Ndumele, Josef Coresh, Chronic Kidney Disease Prognosis Consortium And The American Heart Association Cardiovascular-Kidney-Metabolic Science Advisory Group

Faculty, Staff and Students Publications

BACKGROUND: Multivariable equations are recommended by primary prevention guidelines to assess absolute risk of cardiovascular disease (CVD). However, current equations have several limitations. Therefore, we developed and validated the American Heart Association Predicting Risk of CVD EVENTs (PREVENT) equations among US adults 30 to 79 years of age without known CVD.

METHODS: The derivation sample included individual-level participant data from 25 data sets (N=3 281 919) between 1992 and 2017. The primary outcome was CVD (atherosclerotic CVD and heart failure). Predictors included traditional risk factors (smoking status, systolic blood pressure, cholesterol, antihypertensive or statin use, and diabetes) and estimated glomerular …

Effects Of Extraction Methods On The Structural Characteristics And Functional Properties Of Dietary Fiber Extracted From Papaya Peel And Seed, Xiaoyu Feng, Kashif Ameer, Guihun Jiang, Karna Ramachandraiah

School of Medicine Faculty Publications

This study aimed to characterize dietary fibers (DF) produced from papaya peel (PP) and seed (PS) using three different extraction methods (acidic: AC, enzymatic: EN and alkaline: AL). The scanning electron microscopy (SEM), Fourier transform infrared spectroscopy (FT-IR), thermal and rheological properties, X-ray diffraction (XRD), monosaccharide composition were adopted for characterizing DF samples. All the DF samples showed representative infrared spectral features and crystalline structure, whereas DF derived from PP and PS extracted by AC had looser and more complicated structures. DF derived from PP and PS extracted by EN displayed greater thermal stability among DFs. DF extracted by PP-AC …