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Artificial Intelligence In Cardiovascular Medicine: Historical Overview, Current Status, And Future Directions, Zvonimir Krajcer

The Texas Heart Institute Journal

Artificial intelligence and machine learning are rapidly gaining popularity in every aspect of our daily lives, and cardiovascular medicine is no exception. Here, we provide physicians with an overview of the past, present, and future of artificial intelligence applications in cardiovascular medicine. We describe essential and powerful examples of machine-learning applications in industry and elsewhere. Finally, we discuss the latest technologic advances, as well as the benefits and limitations of artificial intelligence and machine learning in cardiovascular medicine.

Continuous Thoracic Paravertebral Block To Treat Electrical Storm, Daryl I Smith, Sarah A Kralovic, Rafeek A Hegazy, Hai Tran

The Texas Heart Institute Journal

Continuous ganglion block is increasingly being used to help manage ventricular tachyarrhythmias. We present the cases of 2 patients in whom we used continuous left thoracic paravertebral block to achieve sympathetic denervation and improvement in drug-refractory ventricular tachyarrhythmias. Whether as destination therapy or bridging therapy, we conclude that the block is safe, improves patients' comfort, and is superior in several ways to stellate ganglion block and other single-injection techniques.

Use Of Statins For The Prevention Of Cardiovascular Disease In 41 Low-Income And Middle-Income Countries: A Cross-Sectional Study Of Nationally Representative, Individual-Level Data, Maja E Marcus, Mark D Huffman, Et Al

Open Access Publications

BACKGROUND: In the prevention of cardiovascular disease, a WHO target is that at least 50% of eligible people use statins. Robust evidence is needed to monitor progress towards this target in low-income and middle-income countries (LMICs), where most cardiovascular disease deaths occur. The objectives of this study were to benchmark statin use in LMICs and to investigate country-level and individual-level characteristics associated with statin use.

METHODS: We did a cross-sectional analysis of pooled, individual-level data from nationally representative health surveys done in 41 LMICs between 2013 and 2019. Our sample consisted of non-pregnant adults aged 40-69 years. We prioritised WHO …

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 …

What Clinical Trials Are Needed For Treatment Of Leiomyosarcoma?, Bernd Kasper, Lorenzo D'Ambrosio, Elizabeth J Davis, Matthew Ingham, Javier Martin Broto, Jonathan C Trent, Winan J Van Houdt, Brian A Van Tine

2020-Current year OA Pubs

Leiomyosarcoma is one of the most common subtypes of soft tissue sarcomas accounting for approximately 20% of sarcomas. As leiomyosarcoma patients frequently develop metastatic disease, effective systemic therapies are needed to improve clinical outcomes. The overall activity of the currently available conventional systemic therapies and the prognosis of patients with advanced and/or metastatic disease are poor. As such, the treatment of this patient population remains challenging. As a result, there is a clear unmet medical need, and designing and performing meaningful clinical studies are of utmost importance to improve the prognosis of this patient group. Therefore, the aim of this …

Reproducible Brain-Wide Association Studies Require Thousands Of Individuals, Scott Marek, David F Montez, Benjamin P Kay, Alexander S Hatoum, Meghan Rose Donohue, Ryland L Miller, Sridhar Kandala, Dillan J Newbold, Annie Zheng, Nicole A Seider, Andrew N Van, Athanasia Metoki, Timothy O Laumann, Steven E Petersen, Deanna M Barch, Nico U F Dosenbach, Et Al.

2020-Current year OA Pubs

Magnetic resonance imaging (MRI) has transformed our understanding of the human brain through well-replicated mapping of abilities to specific structures (for example, lesion studies) and functions

Educating Health Professionals About Covid-19 With Echo Telementoring, Joanna G. Katzman, Karla Thornton, Nestor Sosa, Laura Tomedi, Leslie Hayes, Marla Sievers, Karissa Culbreath, Kent Norsworthy, Chamron Martin, Alaina Martinez, Jinyang Liu, Sanjeev Arora

Pathology Research and Scholarship

BACKGROUND: When the COVID-19 pandemic began, primary care clinicians had almost no knowledge regarding best practices COVID-19 treatment. Project ECHO developed a COVID-19 Infectious Disease Office Hours (Office Hours) program to respond to the needs of clinicians seeking COVID-19 information.

METHODS: This mixed-methods evaluation analyzed weekly post-session data and focus group results from the weekly Office Hours ECHO sessions during June 1, 2020- May 31, 2021.

RESULTS: A total of 1,421 participants attended an average of 4.9 sessions during the 45 Office Hours sessions studied. The most common specialties included: nurses= 530 (37%), physicians= 284 (20%), and 493 (34%) having …

Evaluation Of Hiv Treatment Outcomes With Reduced Frequency Of Clinical Encounters And Antiretroviral Treatment Refills: A Systematic Review And Meta-Analysis, Noelle Le Tourneau, Ashley Germann, Ryan R. Thompson, Nathan Ford, Sheree Schwartz, Laura Beres, Aaloke Mody, Stefan Baral, Elvin H. Geng, Ingrid Eshun-Wilson

Open Access Publications

BACKGROUND: Global HIV treatment programs have sought to lengthen the interval between clinical encounters for people living with HIV (PLWH) who are established on antiretroviral treatment (ART) to reduce the burden of seeking care and to decongest health facilities. The overall effect of reduced visit frequency on HIV treatment outcomes is however unknown. We conducted a systematic review and meta-analysis to evaluate the effect of implementation strategies that reduce the frequency of clinical appointments and ART refills for PLWH established on ART.

METHODS AND FINDINGS: We searched databases​ between 1 January 2010 and 9 November 2021 to identify randomized controlled …

Commissioning A Secondary Dose Calculation Software For A 0.35 T Mr-Linac, Alex T Price, Nels C Knutson, Taeho Kim, Olga L Green

Open Access Publications

Secondary external dose calculations for a 0.35 T magnetic resonance image-guided radiation therapy (MRgRT) are needed within the radiation oncology community to follow safety standards set forth within the field. We evaluate the commercially available software, RadCalc, in its ability to accurately perform monitor unit dose calculations within a magnetic field. We also evaluate the potential effects of a 0.35 T magnetic field upon point dose calculations. Monitor unit calculations were evaluated with (wMag) and without (noMag) a magnetic field considerations in RadCalc for the ViewRay MRIdian. The magnetic field is indirectly accounted for by using asymmetric profiles for calculation. …

Assessing The Contribution Of Rare Variants To Complex Trait Heritability From Whole-Genome Sequence Data, Pierrick Wainschtein, Deepti Jain, Zhili Zheng, Topmed Anthropometry Working Group, Nhlbi Trans-Omics For Precision Medicine (Topmed) Consortium, L Adrienne Cupples, Aladdin H Shadyab, Barbara Mcknight, Benjamin M Shoemaker, Braxton D Mitchell, Bruce M Psaty, Charles Kooperberg, Ching-Ti Liu, Christine M Albert, Dan Roden, Daniel I Chasman, Dawood Darbar, Donald M Lloyd-Jones, Donna K Arnett, Elizabeth A Regan, Eric Boerwinkle, Jerome I Rotter, Jeffrey R O'Connell, Lisa R Yanek, Mariza De Andrade, Matthew A Allison, Merry-Lynn N Mcdonald, Mina K Chung, Myriam Fornage, Nathalie Chami, Nicholas L Smith, Patrick T Ellinor, Ramachandran S Vasan, Rasika A Mathias, Ruth J F Loos, Stephen S Rich, Steven A Lubitz, Susan R Heckbert, Susan Redline, Xiuqing Guo, Y -D Ida Chen, Cecelia A Laurie, Ryan D Hernandez, Stephen T Mcgarvey, Michael E Goddard, Cathy C Laurie, Kari E North, Leslie A Lange, Bruce S Weir, Loic Yengo, Jian Yang, Peter M Visscher

Faculty, Staff and Student Publications

Analyses of data from genome-wide association studies on unrelated individuals have shown that, for human traits and diseases, approximately one-third to two-thirds of heritability is captured by common SNPs. However, it is not known whether the remaining heritability is due to the imperfect tagging of causal variants by common SNPs, in particular whether the causal variants are rare, or whether it is overestimated due to bias in inference from pedigree data. Here we estimated heritability for height and body mass index (BMI) from whole-genome sequence data on 25,465 unrelated individuals of European ancestry. The estimated heritability was 0.68 (standard error …

Type 2 Diabetes Partitioned Polygenic Scores Associate With Disease Outcomes In 454,193 Individuals Across 13 Cohorts, Daniel Dicorpo, Jessica Leclair, Joanne B Cole, Chloé Sarnowski, Fariba Ahmadizar, Lawrence F Bielak, Anneke Blokstra, Erwin P Bottinger, Layal Chaker, Yii-Der I Chen, Ye Chen, Paul S De Vries, Tariq Faquih, Mohsen Ghanbari, Valborg Gudmundsdottir, Xiuqing Guo, Natalie R Hasbani, Dorina Ibi, M Arfan Ikram, Maryam Kavousi, Hampton L Leonard, Aaron Leong, Josep M Mercader, Alanna C Morrison, Girish N Nadkarni, Mike A Nalls, Raymond Noordam, Michael Preuss, Jennifer A Smith, Stella Trompet, Petra Vissink, Jie Yao, Wei Zhao, Eric Boerwinkle, Mark O Goodarzi, Vilmundur Gudnason, J Wouter Jukema, Sharon L R Kardia, Ruth J F Loos, Ching-Ti Liu, Alisa K Manning, Dennis Mook-Kanamori, James S Pankow, H Susan J Picavet, Naveed Sattar, Eleanor M Simonsick, W M Monique Verschuren, Ko Willems Van Dijk, Jose C Florez, Jerome I Rotter, James B Meigs, Josée Dupuis, Miriam S Udler

Faculty, Staff and Student Publications

OBJECTIVE: Type 2 diabetes (T2D) has heterogeneous patient clinical characteristics and outcomes. In previous work, we investigated the genetic basis of this heterogeneity by clustering 94 T2D genetic loci using their associations with 47 diabetes-related traits and identified five clusters, termed β-cell, proinsulin, obesity, lipodystrophy, and liver/lipid. The relationship between these clusters and individual-level metabolic disease outcomes has not been assessed.

RESEARCH DESIGN AND METHODS: Here we constructed individual-level partitioned polygenic scores (pPS) for these five clusters in 12 studies from the Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) consortium and the UK Biobank (n = 454,193) …

Elucidating The Clinical Spectrum And Molecular Basis Of Hyal2 Deficiency, James Fasham, Siying Lin, Promita Ghosh, Francesca Clementina Radio, Emily G Farrow, Isabelle Thiffault, Jennifer Kussman, Dihong Zhou, Rick Hemming, Kenneth Zahka, Barry A Chioza, Lettie E Rawlins, Olivia K Wenger, Adam C Gunning, Simone Pizzi, Roberta Onesimo, Giuseppe Zampino, Emily Barker, Natasha Osawa, Megan Christine Rodriguez, Teresa M Neuhann, Elaine H Zackai, Beth Keena, Jenina Capasso, Alex V Levin, Elizabeth Bhoj, Dong Li, Hakon Hakonarson, Ingrid M Wentzensen, Adam Jackson, Kate E Chandler, Zeynep H Coban-Akdemir, Jennifer E Posey, Siddharth Banka, James R Lupski, Sarah E Sheppard, Marco Tartaglia, Barbara Triggs-Raine, Andrew H Crosby, Emma L Baple

Faculty, Staff and Student Publications

PURPOSE: We previously defined biallelic HYAL2 variants causing a novel disorder in 2 families, involving orofacial clefting, facial dysmorphism, congenital heart disease, and ocular abnormalities, with Hyal2 knockout mice displaying similar phenotypes. In this study, we better define the phenotype and pathologic disease mechanism.

METHODS: Clinical and genomic investigations were undertaken alongside molecular studies, including immunoblotting and immunofluorescence analyses of variant/wild-type human HYAL2 expressed in mouse fibroblasts, and in silico modeling of putative pathogenic variants.

RESULTS: Ten newly identified individuals with this condition were investigated, and they were associated with 9 novel pathogenic variants. Clinical studies defined genotype-phenotype correlations and …

Identifying Causative Microorganisms In Left Ventricular Assist Device Infections As A Guide For Developing Bacteriophage Therapy, Ishan Kamat, Harveen Lamba, Casey Hines-Munson, Samuel Hudson, Kenneth Liao, Kenneth L Muldrew, Sabrina Green, Austen Terwilliger, Heidi B Kaplan, Robert F Ramig, Anthony Maresso, Barbara W Trautner

Faculty, Staff and Students Publications

BACKGROUND: As more left ventricular-assist devices (LVADs) are implanted, multidrug-resistant LVAD infections are becoming increasingly common, partly due to bacterial biofilm production. To aid in developing bacteriophage therapy for LVAD infections, we have identified the most common bacterial pathogens that cause LVAD driveline infections (DLIs) in our heart transplant referral center.

MATERIALS AND METHODS: We studied a retrospective cohort of patients who received LVADs from November 2003 to August 2017 to identify the common causative organisms of LVAD infection. We also studied a prospective cohort of patients diagnosed with DLIs from October 2018 to May 2019 to collect bacterial strains …

Brain Stereotactic Radiosurgery Using Mr-Guided Online Adaptive Planning For Daily Setup Variation: An End-To-End Test, Eun Young Han, He Wang, Tina Marie Briere, Debra Nana Yeboa, Themistoklis Boursianis, Georgios Kalaitzakis, Evangelos Pappas, Pamela Castillo, Jinzhong Yang

Faculty, Staff and Student Publications

Online magnetic resonance (MR)-guided radiotherapy is expected to benefit brain stereotactic radiosurgery (SRS) due to superior soft tissue contrast and capability of daily adaptive planning. The purpose of this study was to investigate daily adaptive plan quality with setup variations and to perform an end-to-end test for brain SRS with multiple metastases treated with a 1.5-Tesla MR-Linac (MRL). The RTsafe PseudoPatient Prime brain phantom was used with a delineation insert that includes two predefined structures mimicking gadolinium contrast-enhanced brain lesions. Daily adaptive plans were generated using six preset and six random setup variations. Two adaptive plans per daily MR image …

Peripheral And Central Kynurenine Pathway Abnormalities In Major Depression, Elisabeth R Paul, Lilly Schwieler, Sophie Erhardt, Sandra Boda, Ada Trepci, Robin Kämpe, Anna Asratian, Lovisa Holm, Adam Yngve, Robert Dantzer, Markus Heilig, J Paul Hamilton, Martin Samuelsson

Faculty, Staff and Student Publications

Considerable data relate major depressive disorder (MDD) with aberrant immune system functioning. Pro-inflammatory cytokines facilitate metabolism of tryptophan along the kynurenine pathway (KP) putatively resulting in reduced neuroprotective and increased neurotoxic KP metabolites in MDD, in addition to modulating metabolic and immune function. This central nervous system hypothesis has, however, only been tested in the periphery. Here, we measured KP-metabolite levels in both plasma and cerebrospinal fluid (CSF) of depressed patients (n = 63/36 respectively) and healthy controls (n = 48/33). Further, we assessed the relation between KP abnormalities and brain-structure volumes, as well as body mass index (BMI), an …

Subtype-Specific And Co-Occurring Genetic Alterations In B-Cell Non-Hodgkin Lymphoma, Man Chun John Ma, Saber Tadros, Alyssa Bouska, Tayla Heavican, Haopeng Yang, Qing Deng, Dalia Moore, Ariz Akhter, Keenan Hartert, Neeraj Jain, Jordan Showell, Sreejoyee Ghosh, Lesley Street, Marta Davidson, Christopher Carey, Joshua Tobin, Deepak Perumal, Julie M Vose, Matthew A Lunning, Aliyah R Sohani, Benjamin J Chen, Shannon Buckley, Loretta J Nastoupil, R Eric Davis, Jason R Westin, Nathan H Fowler, Samir Parekh, Maher Gandhi, Sattva Neelapu, Douglas Stewart, Kapil Bhalla, Javeed Iqbal, Timothy Greiner, Scott J Rodig, Adnan Mansoor, Michael R Green

Faculty, Staff and Student Publications

B-cell non-Hodgkin lymphoma (B-NHL) encompasses multiple clinically and phenotypically distinct subtypes of malignancy with unique molecular etiologies. Common subtypes of B-NHL, such as diffuse large B-cell lymphoma, have been comprehensively interrogated at the genomic level, but rarer subtypes, such as mantle cell lymphoma, remain less extensively characterized. Furthermore, multiple B-NHL subtypes have thus far not been comprehensively compared using the same methodology to identify conserved or subtype-specific patterns of genomic alterations. Here, we employed a large targeted hybrid-capture sequencing approach encompassing 380 genes to interrogate the genomic landscapes of 685 B-NHL tumors at high depth, including diffuse large B-cell lymphoma, …

Stem Cell Architecture Drives Myelodysplastic Syndrome Progression And Predicts Response To Venetoclax-Based Therapy, Irene Ganan-Gomez, Hui Yang, Feiyang Ma, Guillermo Montalban-Bravo, Natthakan Thongon, Valentina Marchica, Guillaume Richard-Carpentier, Kelly Chien, Ganiraju Manyam, Feng Wang, Ana Alfonso, Shuaitong Chen, Caleb Class, Rashmi Kanagal-Shamanna, Justin P Ingram, Yamini Ogoti, Ashley Rose, Sanam Loghavi, Pamela Lockyer, Benedetta Cambo, Muharrem Muftuoglu, Sarah Schneider, Vera Adema, Michael Mclellan, John Garza, Matteo Marchesini, Nicola Giuliani, Matteo Pellegrini, Jing Wang, Jason Walker, Ziyi Li, Koichi Takahashi, Joel D Leverson, Carlos Bueso-Ramos, Michael Andreeff, Karen Clise-Dwyer, Guillermo Garcia-Manero, Simona Colla

Faculty, Staff and Student Publications

Myelodysplastic syndromes (MDS) are heterogeneous neoplastic disorders of hematopoietic stem cells (HSCs). The current standard of care for patients with MDS is hypomethylating agent (HMA)-based therapy; however, almost 50% of MDS patients fail HMA therapy and progress to acute myeloid leukemia, facing a dismal prognosis due to lack of approved second-line treatment options. As cancer stem cells are the seeds of disease progression, we investigated the biological properties of the MDS HSCs that drive disease evolution, seeking to uncover vulnerabilities that could be therapeutically exploited. Through integrative molecular profiling of HSCs and progenitor cells in large patient cohorts, we found …

Metabolic Stress Induces Gd2+ Cancer Stem Cell-Like Phenotype In Triple-Negative Breast Cancer, Appalaraju Jaggupilli, Stanley Ly, Khoa Nguyen, Vivek Anand, Bin Yuan, Fouad El-Dana, Yuanqing Yan, Zoe Arvanitis, Danthasinghe Waduge Badrajee Piyarathna, Nagireddy Putluri, Helen Piwnica-Worms, Henry Charles Manning, Michael Andreeff, V Lokesh Battula

Faculty, Staff and Student Publications

Background: Metabolic stress resulting from nutrient deficiency is one of the hallmarks of a growing tumour. Here, we tested the hypothesis that metabolic stress induces breast cancer stem-like cell (BCSC) phenotype in triple-negative breast cancer (TNBC).

Methods: Flow cytometry for GD2 expression, mass spectrometry and Ingenuity Pathway Analysis for metabolomics, bioinformatics, in vitro tumorigenesis and in vivo models were used.

Results: Serum/glucose deprivation not only increased stress markers but also enhanced GD2+ BCSC phenotype and function in TNBC cells. Global metabolomics profiling identified upregulation of glutathione biosynthesis in GD2high cells, suggesting a role of glutamine in the BCSC phenotype. Cueing …

Value Of Measurable Residual Disease Monitoring In Patients With Acute Promyelocytic Leukemia In The Era Of Frontline ‘Chemotherapy-Free’ Therapy, Jorge M Ramos Perez, Keyur P Patel, Sanam Loghavi, Guillermo Garcia-Manero, Gautam Borthakur, Elias Jabbour, William Wierda, Sherry Pierce, Mark Brandt, Steven Kornblau, Tapan Kadia, Naval Daver, Courtney D Dinardo, Nitin Jain, Musa Yilmaz, Nicholas Short, Srdan Verstovsek, Alessandra Ferrajoli, Michael Andreeff, Marina Konopleva, Daniel Rivera, David Mccue, Hagop M Kantarjian, Farhad Ravandi

Faculty, Staff and Student Publications

Acute promyelocytic leukemia (APL) is characterized by the chromosomal translocation t(15;17) and the resulting gene PML-RARA, used for measurable residual disease (MRD) monitoring. Despite highly effective therapy for APL, MRD monitoring practices are not fully established. We aimed to assess the value of MRD monitoring by RT-qPCR in patients with APL treated with ATRA and arsenic trioxide +/- GO. We reviewed 223 patients with APL treated with this regimen. RT-qPCR for PML-RARA was measured every 3 months, and at 12, 18, and 24 months after therapy. Seven patients relapsed. Time to relapse was 7.9-12.4 months in 6 patients, and …

Kaposiform Lymphangiomatosis Presenting With A Group A Streptococcus Pericardial Effusion, Taylor Koerner, Mehul D Patel, Vinay Pai, Gitanjali Indramohan

Faculty, Staff and Student Publications

A 4-year-old child was transferred to the paediatric intensive care unit with acute respiratory failure following 4 days of fever, nausea and vomiting. Chest X-ray on admission had an enlarged cardiac silhouette and transthoracic echo confirmed a large pericardial effusion. An emergent pericardiocentesis was performed at bedside which drained nearly 1000 mL of purulent fluid. Postdrainage course was complicated by acute systolic and diastolic heart failure, thrombocytopenia and acute renal failure. A chest CT and MRI were concerning for a diffuse mediastinal soft-tissue density, so the patient underwent interventional radiology-guided biopsy complicated by haemorrhage requiring mediastinal exploration and subtotal thymectomy. …

Wavelet Analysis Reveals Differential Lower Limb Muscle Activity Patterns Long After Anterior Cruciate Ligament Reconstruction, Payam Zandiyeh, Lauren R Parola, Braden C Fleming, Jillian E Beveridge

Faculty, Staff and Student Publications

The purpose of this study was to test whether differences in muscle activity patterns between anterior cruciate ligament-reconstructed patients (ACLR) and healthy controls could be detected 10 to 15 years post-surgery using a machine learning classification approach. Eleven ACLR subjects and 12 healthy controls were recruited from an ongoing prospective randomized clinical trial. Surface electromyography (EMG) signals were recorded from gastrocnemius medialis and lateralis, tibialis anterior, vastus medialis, rectus femoris, biceps femoris, and semitendinosus muscles. Muscle activity was analyzed using wavelet analysis and examined within four sub-phases of the hop test, as well as an average of the task as …

The Impact Of Response To Iron Therapy On Maternal And Neonatal Outcomes Among Pregnant Women With Anemia, Sarah E Detlefs, Michael D Jochum, Bahram Salmanian, Jennifer R Mckinney, Kjersti M Aagaard

Faculty, Staff and Students Publications

BACKGROUND: Anemia during pregnancy is associated with increased risks of preterm birth, preeclampsia, cesarean delivery, and maternal morbidity. The most prevalent modifiable cause of pregnancy-associated anemia is iron deficiency. However, it is still unclear whether iron therapy can reduce the risks of adverse outcomes in women with anemia.

OBJECTIVE: This study aimed to determine whether response to iron therapy among women with anemia is associated with a change in odds of adverse maternal and neonatal outcomes.

STUDY DESIGN: This was a population-based cohort study (2011-2019) using an institutional database composed of obstetrical patients from 2 delivery hospitals. Patients with adequate …

Genetic Subtyping And Phenotypic Characterization Of The Immune Microenvironment And Myc/Bcl2 Double Expression Reveal Heterogeneity In Diffuse Large B-Cell Lymphoma, Zijun Y Xu-Monette, Li Wei, Xiaosheng Fang, Qingyan Au, Harry Nunns, Máté Nagy, Alexandar Tzankov, Feng Zhu, Carlo Visco, Govind Bhagat, Karen Dybkaer, April Chiu, Wayne Tam, Youli Zu, Eric D Hsi, Fredrick B Hagemeister, Xiaoping Sun, Xin Han, Heounjeong Go, Maurilio Ponzoni, Andrés J M Ferreri, Michael B Møller, Benjamin M Parsons, J Han Van Krieken, Miguel A Piris, Jane N Winter, Yong Li, Bing Xu, Maher Albitar, Hua You, Ken H Young

Faculty, Staff and Students Publications

PURPOSE: Diffuse large B-cell lymphoma (DLBCL) is molecularly and clinically heterogeneous, and can be subtyped according to genetic alterations, cell-of-origin, or microenvironmental signatures using high-throughput genomic data at the DNA or RNA level. Although high-throughput proteomic profiling has not been available for DLBCL subtyping, MYC/BCL2 protein double expression (DE) is an established prognostic biomarker in DLBCL. The purpose of this study is to reveal the relative prognostic roles of DLBCL genetic, phenotypic, and microenvironmental biomarkers.

EXPERIMENTAL DESIGN: We performed targeted next-generation sequencing; IHC for MYC, BCL2, and FN1; and fluorescent multiplex IHC for microenvironmental markers in a large cohort of …

Translational Randomized Phase Ii Trial Of Cabozantinib In Combination With Nivolumab In Advanced, Recurrent, Or Metastatic Endometrial Cancer, Stephanie Lheureux, Carolyn Mccourt, Et Al

Open Access Publications

BACKGROUND: Combining immunotherapy and antiangiogenic agents is a promising treatment strategy in endometrial cancer. To date, no biomarkers for response have been identified and data on post-immunotherapy progression are lacking. We explored the combination of a checkpoint inhibitor (nivolumab) and an antiangiogenic agent (cabozantinib) in immunotherapy-naïve endometrial cancer and in patients whose disease progressed on previous immunotherapy with baseline biopsy for immune profiling.

PATIENTS AND METHODS: In this phase II trial (ClinicalTrials.gov NCT03367741, registered December 11, 2017), women with recurrent endometrial cancer were randomized 2:1 to nivolumab with cabozantinib (Arm A) or nivolumab alone (Arm B). The primary endpoint was …

Evaluation Of The Type I Error Rate When Using Parametric Bootstrap Analysis Of A Cluster Randomized Controlled Trial With Binary Outcomes And A Small Number Of Clusters, Lilian Golzarri-Arroyo, Stephanie L Dickinson, Yasaman Jamshidi-Naeini, Roger S Zoh, Andrew W Brown, Arthur H Owora, Peng Li, J Michael Oakes, David B Allison

Children’s Nutrition Research Center Staff Publications

Background: Cluster randomized controlled trials (cRCTs) are increasingly used but must be analyzed carefully. We conducted a simulation study to evaluate the validity of a parametric bootstrap (PB) approach with respect to the empirical type I error rate for a cRCT with binary outcomes and a small number of clusters.

Methods: We simulated a case study with a binary (0/1) outcome, four clusters, and 100 subjects per cluster. To compare the validity of the test with respect to error rate, we simulated the same experiment with K=10, 20, and 30 clusters, each with 2,000 simulated datasets. To test the null …

Elucidating The Clinical Spectrum And Molecular Basis Of Hyal2 Deficiency., James Fasham, Siying Lin, Promita Ghosh, Francesca Clementina Radio, Emily G. Farrow, Isabelle Thiffault, Jennifer Kussman, Dihong Zhou, Rick Hemming, Kenneth Zahka, Barry A. Chioza, Lettie E. Rawlins, Olivia K. Wenger, Adam C. Gunning, Simone Pizzi, Roberta Onesimo, Giuseppe Zampino, Emily Barker, Natasha Osawa, Megan Christine Rodriguez, Teresa M. Neuhann, Elaine H. Zackai, Beth Keena, Jenina Capasso, Alex V. Levin, Elizabeth Bhoj, Dong Li, Hakon Hakonarson, Ingrid M. Wentzensen, Adam Jackson, Kate E. Chandler, Zeynep H. Coban-Akdemir, Jennifer E. Posey, Siddharth Banka, James R. Lupski, Sarah E. Sheppard, Marco Tartaglia, Barbara Triggs-Raine, Andrew H. Crosby, Emma L. Baple

Manuscripts, Articles, Book Chapters and Other Papers

PURPOSE: We previously defined biallelic HYAL2 variants causing a novel disorder in 2 families, involving orofacial clefting, facial dysmorphism, congenital heart disease, and ocular abnormalities, with Hyal2 knockout mice displaying similar phenotypes. In this study, we better define the phenotype and pathologic disease mechanism.

METHODS: Clinical and genomic investigations were undertaken alongside molecular studies, including immunoblotting and immunofluorescence analyses of variant/wild-type human HYAL2 expressed in mouse fibroblasts, and in silico modeling of putative pathogenic variants.

RESULTS: Ten newly identified individuals with this condition were investigated, and they were associated with 9 novel pathogenic variants. Clinical studies defined genotype-phenotype correlations and …

A Multidisciplinary Approach And Consensus Statement To Establish Standards Of Care For Angelman Syndrome, Jessica Duis, Mark Nespeca, Jane Summers, Lynne Bird, Karen G C B Bindels-De Heus, M J Valstar, Marie-Claire Y De Wit, C Navis, Maartje Ten Hooven-Radstaake, Bianca M Van Iperen-Kolk, Susan Ernst, Melina Dendrinos, Terry Katz, Gloria Diaz-Medina, Akshat Katyayan, Srishti Nangia, Ronald Thibert, Daniel Glaze, Christopher Keary, Karine Pelc, Nicole Simon, Anjali Sadhwani, Helen Heussler, Anne Wheeler, Caroline Woeber, Margaret Deramus, Amy Thomas, Emily Kertcher, Lauren Devalk, Kristen Kalemeris, Kara Arps, Carol Baym, Nicole Harris, John P Gorham, Brenda L Bohnsack, Reid C Chambers, Sarah Harris, Henry G Chambers, Katherine Okoniewski, Elizabeth R Jalazo, Allyson Berent, Carlos A Bacino, Charles Williams, Anne Anderson

Duncan NRI Faculty and Staff Publications

Background: Angelman syndrome (AS) is a rare neurogenetic disorder present in approximately 1/12,000 individuals and characterized by developmental delay, cognitive impairment, motor dysfunction, seizures, gastrointestinal concerns, and abnormal electroencephalographic background. AS is caused by absent expression of the paternally imprinted gene UBE3A in the central nervous system. Disparities in the management of AS are a major problem in preparing for precision therapies and occur even in patients with access to experts and recognized clinics. AS patients receive care based on collective provider experience due to limited evidence-based literature. We present a consensus statement and comprehensive literature review that proposes a …

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 …

Design, Usability, And Acceptability Of A Needs-Based, Automated Dashboard To Provide Individualized Patient-Care Data To Pediatric Residents, Julia K W Yarahuan, Huay-Ying Lo, Lanessa Bass, Jeff Wright, Lauren M Hess

Faculty, Staff and Students Publications

BACKGROUND AND OBJECTIVES: Pediatric residency programs are required by the Accreditation Council for Graduate Medical Education to provide residents with patient-care and quality metrics to facilitate self-identification of knowledge gaps to prioritize improvement efforts. Trainees are interested in receiving this data, but this is a largely unmet need. Our objectives were to (1) design and implement an automated dashboard providing individualized data to residents, and (2) examine the usability and acceptability of the dashboard among pediatric residents.

METHODS: We developed a dashboard containing individualized patient-care data for pediatric residents with emphasis on needs identified by residents and residency leadership. To …

Randomised Trial: Peppermint Oil (Menthol) Pharmacokinetics In Children And Effects On Gut Motility In Children With Functional Abdominal Pain, Robert J Shulman, Bruno P Chumpitazi, Susan M Abdel-Rahman, Uttam Garg, Salma Musaad, Gregory L Kearns

Faculty, Staff and Students Publications

AIMS: Little is known regarding the pharmacokinetics and pharmacodynamics of menthol, the active ingredient in peppermint oil (PMO). Our aim was to investigate the pharmacokinetics of menthol at 3 dose levels in children and determine their effects on gut motility and transit.

METHODS: Thirty children ages 7-12 years with functional abdominal pain underwent wireless motility capsule (WMC) testing. Approximately 1 week later they were randomized to 180, 360 or 540 mg of enteric coated PMO (10 participants per dose). Menthol pharmacokinetics were determined via blood sampling over 24 hours. They then took their respective dose of PMO (180 mg once, …