Digital Commons Network^™

Can Craniosynostosis Be Diagnosed On Physical Examination? A Retrospective Review, Carmen A Zavala, Laura A Zima, Matthew R Greives, Stephen A Fletcher, Manish N Shah, Brandon A Miller, David I Sandberg, Phuong D Nguyen

Faculty, Staff and Student Publications

Craniosynostosis is a developmental craniofacial defect in which one or more sutures of the skull fuse together prematurely. Uncorrected craniosynostosis may have serious complications including elevated intracranial pressure, developmental delay, and blindness. Proper diagnosis of craniosynostosis requires a physical examination of the head with assessment for symmetry and palpation of sutures for prominence. Often, if craniosynostosis is suspected, computed tomography (CT) imaging will be obtained. Recent literature has posited that this is unnecessary. This study aims to address whether physical examination alone is sufficient for the diagnosis and treatment planning of single suture craniosynostosis. Between 2015 and 2022, the Divisions …

X, But Not Y, Chromosomal Complement Contributes To Stroke Sensitivity In Aged Animals, Shaohua Qi, Conelius Ngwa, Abdullah Al Mamun, Sharmeen Romana, Ting Wu, Sean P Marrelli, Arthur P Arnold, Louise D Mccullough, Fudong Liu

Faculty, Staff and Student Publications

Post-menopausal women become vulnerable to stroke and have poorer outcomes and higher mortality than age-matched men, and previous studies suggested that sex chromosomes play a vital role in mediating stroke sensitivity in the aged. It is unknown if this is due to effects of the X or Y chromosome. The present study used the XY* mouse model (with four genotypes: XX and XO gonadal females and XY and XXY gonadal males) to compare the effect of the X vs. Y chromosome compliment in stroke. Aged (18-20 months) and gonadectomized young (8-12 weeks) mice were subjected to a 60-min middle cerebral …

Correction To “Inhibition Of Hyaluronan Synthesis Attenuates Pulmonary Hypertension Associated With Lung Fibrosis”, Harry Karmouty-Quintana

Faculty, Staff and Student Publications

No abstract provided.

Medication Reconciliation During Transitions Of Care Across Institutions: A Quantitative Analysis Of Challenges And Opportunities, Alejandro Araya, Logan R Thornton, Deukwoo Kwon, Gayla M Ferguson, Linda D Highfield, Kevin O Hwang, Holly M Holmes, Elmer V Bernstam

Faculty, Staff and Student Publications

OBJECTIVE: Medication discrepancies between clinical systems may pose a patient safety hazard. In this paper, we identify challenges and quantify medication discrepancies across transitions of care.

METHODS: We used structured clinical data and free-text hospital discharge summaries to compare active medications' lists at four time points: preadmission (outpatient), at-admission (inpatient), at-discharge (inpatient), and postdischarge (outpatient). Medication lists were normalized to RxNorm. RxNorm identifiers were further processed using the RxNav API to identify the ingredient. The specific drugs and ingredients from inpatient and outpatient medication lists were compared.

RESULTS: Using RxNorm drugs, the median percentage intersection when comparing active medication lists …

Partnering With Patients And Families To Improve Diagnostic Safety Through The Ourdx Tool: Effects Of Race, Ethnicity, And Language Preference, Fabienne C Bourgeois, Nicholas J Hart, Zhiyong Dong, Long H Ngo, Catherine M Desroches, Eric J Thomas, Sigall K Bell

Faculty, Staff and Student Publications

BACKGROUND: Patients and families at risk for health disparities may also be at higher risk for diagnostic errors but less likely to report them.

OBJECTIVES: This study aimed to explore differences in race, ethnicity, and language preference associated with patient and family contributions and concerns using an electronic previsit tool designed to engage patients and families in the diagnostic process (DxP).

METHODS: Cross-sectional study of 5,731 patients and families presenting to three subspecialty clinics at an urban pediatric hospital May to December 2021 who completed a previsit tool, codeveloped and tested with patients and families. Prior to each visit, patients/families …

Clinical And Biological Significance Of Circulating Mirnas In Chronic Pancreatitis Patients Undergoing Total Pancreatectomy With Islet Autotransplantation, Srividya Vasu, Giovanna Saracino, Carly M Darden, Kenjiro Kumano, Yang Liu, Michael C Lawrence, Bashoo Naziruddin

Faculty, Staff and Student Publications

Background: Specific microRNAs (miRNAs) were elevated in chronic pancreatitis (CP) patients during islet infusion after total pancreatectomy (TPIAT). We aimed to identify circulating miRNA signatures of pancreatic damage, predict miRNA-mRNA networks to identify potential links to CP pathogenesis and identify islet isolation and transplantation functional outcomes.

Methods: Small RNA sequencing was performed to identify distinct circulating miRNA signatures in CP. Plasma miRNAs were measured using miRCURY LNA SYBR green quantitative real-time polymerase chain reaction assays. Correlation analyses were performed using R software. The miRNA target and disease interactions were determined using miRNet and the miRNA enrichment and annotation tool.

Results: …

Advances In Vaccine Development For Cancer Prevention And Treatment In Lynch Syndrome, Ana M Bolivar, Fahriye Duzagac, Krishna M Sinha, Eduardo Vilar

Faculty, Staff and Student Publications

Lynch Syndrome (LS) is one of the most common hereditary cancer syndromes, and is caused by mutations in one of the four DNA mismatch repair (MMR) genes, namely MLH1, MSH2, MSH6 and PMS2. Tumors developed by LS carriers display high levels of microsatellite instability, which leads to the accumulation of large numbers of mutations, among which frameshift insertion/deletions (indels) within microsatellite (MS) loci are the most common. As a result, MMR-deficient (MMRd) cells generate increased rates of tumor-specific neoantigens (neoAgs) that can be recognized by the immune system to activate cancer cell killing. In this context, LS is an ideal …

Correction: Sepsis Exacerbates Alzheimer’S Disease Pathophysiology, Modulates The Gut Microbiome, Increases Neuroinflammation And Amyloid Burden, Vijayasree V Giridharan, Celso S G Catumbela, Carlos Henrique R Catalão, Juneyoung Lee, Bhanu P Ganesh, Fabricia Petronilho, Felipe Dal-Pizzol, Rodrigo Morales, Tatiana Barichello

Faculty, Staff and Student Publications

No abstract provided.

An Efficient Strategy For Evaluating New Non-Invasive Screening Tests For Colorectal Cancer: The Guiding Principles, Robert S Bresalier, Carlo Senore, Graeme P Young, James Allison, Robert Benamouzig, Sally Benton, Patrick M M Bossuyt, Luis Caro, Beatriz Carvalho, Han-Mo Chiu, Veerle M H Coupé, Willemijn De Klaver, Clasine Maria De Klerk, Evelien Dekker, Sunil Dolwani, Callum G Fraser, William Grady, Lydia Guittet, Samir Gupta, Stephen P Halloran, Ulrike Haug, Geir Hoff, Steven Itzkowitz, Tim Kortlever, Anastasios Koulaouzidis, Uri Ladabaum, Beatrice Lauby-Secretan, Mārcis Leja, Bernard Levin, Theodore Robert Levin, Finlay Macrae, Gerrit A Meijer, Joshua Melson, Colm O'Morain, Susan Parry, Linda Rabeneck, David F Ransohoff, Roque Sáenz, Hiroshi Saito, Silvia Sanduleanu-Dascalescu, Robert E Schoen, Kevin Selby, Harminder Singh, Robert J C Steele, Joseph J Y Sung, Erin Leigh Symonds, Sidney J Winawer, Members Of The World Endoscopy Colorectal Cancer Screening New Test Evaluation Expert Working Group

Faculty, Staff and Student Publications

OBJECTIVE: New screening tests for colorectal cancer (CRC) are rapidly emerging. Conducting trials with mortality reduction as the end point supporting their adoption is challenging. We re-examined the principles underlying evaluation of new non-invasive tests in view of technological developments and identification of new biomarkers.

DESIGN: A formal consensus approach involving a multidisciplinary expert panel revised eight previously established principles.

RESULTS: Twelve newly stated principles emerged. Effectiveness of a new test can be evaluated by comparison with a proven comparator non-invasive test. The faecal immunochemical test is now considered the appropriate comparator, while colonoscopy remains the diagnostic standard. For a …

Web-Grading-A Tool To Test Personal Grading Of Renal And Prostate Cancer, Glen Kristiansen, Matthias Schmid, Lars Egevad, Hemamali Samaratunga, Murali Varma, Kaan Inam, Hans-Jürgen Thiesen, Brett Delahunt, Yulin Dai

Faculty, Staff and Student Publications

Only a few pathologists have the opportunity to verify their personal grading through objective assessment. This study introduces a web-based grading platform to facilitate and validate the grading of renal cell carcinoma and prostate cancer. Two representative images of two clinically annotated cohorts of 100 cases each of prostate and renal cell carcinoma were used. Each participant was asked to grade a tumor series utilizing a three tiered grading system. Finally, a Kaplan-Meier curve was drawn, and the log-rank test was used for statistical testing of the p-value. The grading of 22 participants (68%) achieved prognostic significance. Further analysis highlighted …

Discoverpath: A Knowledge Refinement And Retrieval System For Interdisciplinarity On Biomedical Research, Yu-Neng Chuang, Guanchu Wang, Chia-Yuan Chang, Kwei-Herng Lai, Daochen Zha, Ruixiang Tang, Fan Yang, Alfredo Costilla Reyes, Kaixiong Zhou, Xiaoqian Jiang, Xia Hu

Faculty, Staff and Student Publications

The exponential growth in scholarly publications necessitates advanced tools for efficient article retrieval, especially in interdisciplinary fields where diverse terminologies are used to describe similar research. Traditional keyword-based search engines often fall short in assisting users who may not be familiar with specific terminologies. To address this, we present a knowledge graph based paper search engine for biomedical research to enhance the user experience in discovering relevant queries and articles. The system, dubbed DiscoverPath, employs Named Entity Recognition (NER) and part-of-speech (POS) tagging to extract terminologies and relationships from article abstracts to create a KG. To reduce information overload, DiscoverPath …

Zyxin Inhibits The Epithelial-Mesenchymal Transition Process In Gastric Cancer By Upregulating Sirt1, Jing Lou, Sha Geng, Wei He, Song-Bai Liu, Xinghong Shi, Ying Chang, Shiyuan Han, Panting Qian, Hesham M Amin, Yao-Hua Song, Yangxin Li, Jin Zhou

Faculty, Staff and Student Publications

Tumor development relies on the stemness of cancer stem cells, which is regulated by environmental cues. Previous studies have shown that zyxin can inhibit the expression of genes for embryonic stem cell status. In the present study, the expression levels of zyxin protein in cancer tissues and adjacent noncancerous tissues from 73 gastric cancer patients with different clinical stages were analyzed by Western blot. We showed that the relative expression levels of zyxin in gastric cancer tissues (cancer tissues/adjacent tissues) were significantly downregulated in advanced clinical stages. Overexpression of zyxin inhibited the stemness and epithelial-mesenchymal transition (EMT) processes in gastric …

Combining Clinical And Biological Data To Predict Progressive Pulmonary Fibrosis In Patients With Systemic Sclerosis Despite Immunomodulatory Therapy, Elizabeth R Volkmann, Holly Wilhalme, Shervin Assassi, Grace Hyun J Kim, Jonathan Goldin, Masataka Kuwana, Donald P Tashkin, Michael D Roth

Faculty, Staff and Student Publications

OBJECTIVE: Progressive pulmonary fibrosis (PPF) is the leading cause of death in systemic sclerosis (SSc). This study aimed to develop a clinical prediction nomogram using clinical and biological data to assess risk of PPF among patients receiving treatment of SSc-related interstitial lung disease (SSc-ILD).

METHODS: Patients with SSc-ILD who participated in the Scleroderma Lung Study II (SLS II) were randomized to treatment with either mycophenolate mofetil (MMF) or cyclophosphamide (CYC). Clinical and biological parameters were analyzed using univariable and multivariable logistic regression, and a nomogram was created to assess the risk of PPF and validated by bootstrap resampling.

RESULTS: Among …

Dimensionality Reduction For Improving Out-Of-Distribution Detection In Medical Image Segmentation, Mckell Woodland, Nihil Patel, Mais Al Taie, Joshua P Yung, Tucker J Netherton, Ankit B Patel, Kristy K Brock

Faculty, Staff and Student Publications

Clinically-deployed deep learning-based segmentation models are known to fail on data outside of their training distributions. While clinicians review the segmentations, these models do tend to perform well in most instances, which could exacerbate automation bias. Therefore, it is critical to detect out-of-distribution images at inference to warn the clinicians that the model likely failed. This work applies the Mahalanobis distance post hoc to the bottleneck features of a Swin UNETR model that segments the liver on T1-weighted magnetic resonance imaging. By reducing the dimensions of the bottleneck features with principal component analysis, images the model failed on were detected …

Deleterious Heteroplasmic Mitochondrial Mutations Are Associated With An Increased Risk Of Overall And Cancer-Specific Mortality, Yun Soo Hong, Stephanie L Battle, Wen Shi, Daniela Puiu, Vamsee Pillalamarri, Jiaqi Xie, Nathan Pankratz, Nicole J Lake, Monkol Lek, Jerome I Rotter, Stephen S Rich, Charles Kooperberg, Alex P Reiner, Paul L Auer, Nancy Heard-Costa, Chunyu Liu, Meng Lai, Joanne M Murabito, Daniel Levy, Megan L Grove, Alvaro Alonso, Richard Gibbs, Shannon Dugan-Perez, Lukasz P Gondek, Eliseo Guallar, Dan E Arking

Faculty, Staff and Student Publications

Mitochondria carry their own circular genome and disruption of the mitochondrial genome is associated with various aging-related diseases. Unlike the nuclear genome, mitochondrial DNA (mtDNA) can be present at 1000 s to 10,000 s copies in somatic cells and variants may exist in a state of heteroplasmy, where only a fraction of the DNA molecules harbors a particular variant. We quantify mtDNA heteroplasmy in 194,871 participants in the UK Biobank and find that heteroplasmy is associated with a 1.5-fold increased risk of all-cause mortality. Additionally, we functionally characterize mtDNA single nucleotide variants (SNVs) using a constraint-based score, mitochondrial local constraint …

Updates On The Immune Cell Basis Of Hepatic Ischemia-Reperfusion Injury, Mi Jeong Heo, Ji Ho Suh, Kyle L Poulsen, Cynthia Ju, Kang Ho Kim

Faculty, Staff and Student Publications

Liver ischemia-reperfusion injury (IRI) is the main cause of organ dysfunction and failure after liver surgeries including organ transplantation. The mechanism of liver IRI is complex and numerous signals are involved but cellular metabolic disturbances, oxidative stress, and inflammation are considered the major contributors to liver IRI. In addition, the activation of inflammatory signals exacerbates liver IRI by recruiting macrophages, dendritic cells, and neutrophils, and activating NK cells, NKT cells, and cytotoxic T cells. Technological advances enable us to understand the role of specific immune cells during liver IRI. Accordingly, therapeutic strategies to prevent or treat liver IRI have been …

A Ck2 And Sumo-Dependent, Pml Nb-Involved Regulatory Mechanism Controlling Blm Ubiquitination And G-Quadruplex Resolution, Shichang Liu, Erin Atkinson, Adriana Paulucci-Holthauzen, Bin Wang

Faculty, Staff and Student Publications

The Boom syndrome helicase (BLM) unwinds a variety of DNA structures such as Guanine (G)-quadruplex. Here we reveal a role of RNF111/Arkadia and its paralog ARKL1, as well as Promyelocytic Leukemia Nuclear Bodies (PML NBs), in the regulation of ubiquitination and control of BLM protein levels. RNF111 exhibits a non-canonical SUMO targeted E3 ligase (STUBL) activity targeting BLM ubiquitination in PML NBs. ARKL1 promotes RNF111 localization to PML NBs through SUMO-interacting motif (SIM) interaction with SUMOylated RNF111, which is regulated by casein kinase 2 (CK2) phosphorylation of ARKL1 at a serine residue near the ARKL1 SIM domain. Upregulated BLM in …

A Case Report: A Patient Rescued By Va-Ecmo After Cardiac Arrest Triggered By Trigeminocardiac Reflex After Nasal Surgery, Xu Zhang, Bin Sun, Chen Pac-Soo, Daqing Ma, Liwei Wang

Faculty, Staff and Student Publications

Rationale:

Cardiac arrest (CA) caused by trigeminocardiac reflex (TCR) after endoscopic nasal surgery is rare. Hence, when a patient suffers from TCR induced CA in the recovery room, most doctors may not be able to find the cause in a short time, and standard cardiopulmonary resuscitation and resuscitation measures may not be effective. Providing circulatory assistance through venous-arterial extracorporeal membrane oxygenation (VA-ECMO) can help healthcare providers gain time to identify the etiology and initiate symptom-specific treatment.

Patient concerns:

We report a rare case of CA after endoscopic nasal surgery treated with VA-ECMO.

Diagnoses:

We excluded myocardial infarction, pulmonary embolism, allergies, …

Heterogenous Lung Inflammation Ct Patterns Distinguish Pneumonia And Immune Checkpoint Inhibitor Pneumonitis And Complement Blood Biomarkers In Acute Myeloid Leukemia: Proof Of Concept, Muhammad Aminu, Naval Daver, Myrna C B Godoy, Girish Shroff, Carol Wu, Luis F Torre-Sada, Alberto Goizueta, Vickie R Shannon, Saadia A Faiz, Mehmet Altan, Guillermo Garcia-Manero, Hagop Kantarjian, Farhad Ravandi-Kashani, Tapan Kadia, Marina Konopleva, Courtney Dinardo, Sherry Pierce, Aung Naing, Sang T Kim, Dimitrios P Kontoyiannis, Fareed Khawaja, Caroline Chung, Jia Wu, Ajay Sheshadri

Faculty, Staff and Student Publications

BACKGROUND: Immune checkpoint inhibitors (ICI) may cause pneumonitis, resulting in potentially fatal lung inflammation. However, distinguishing pneumonitis from pneumonia is time-consuming and challenging. To fill this gap, we build an image-based tool, and further evaluate it clinically alongside relevant blood biomarkers.

MATERIALS AND METHODS: We studied CT images from 97 patients with pneumonia and 29 patients with pneumonitis from acute myeloid leukemia treated with ICIs. We developed a CT-derived signature using a habitat imaging algorithm, whereby infected lungs are segregated into clusters ("habitats"). We validated the model and compared it with a clinical-blood model to determine whether imaging can add …

Efficacy Of Scrambler Therapy In Patients With Painful Diabetic Peripheral Neuropathy: A Single-Arm, Prospective, Pilot Study, Seung Hee Yoo, Won-Joong Kim, Ji Seon Chae, Bo Kyung Kang, Min Jeong Kang, Min Hyouk Beak

Faculty, Staff and Student Publications

BACKGROUND: A variety of medications are available to manage painful diabetic peripheral neuropathy (DPN), but the proper treatment remains challenging. Accordingly, various neuromodulation modalities have been used. However, no prospective clinical trials have evaluated the use of scrambler therapy (ST) in painful DPN. This study aimed to explore the long-term effects of ST in managing painful DPN.

METHODS: The patients received 10 consecutive STs of 45 minutes every 1 to 2 days. The primary outcome was pain score. We measured the visual analog scale (VAS) pain scores at baseline, during ST, immediately after ST, and at 1, 2, 3, and …

Elastic Stable Intramedullary Nail Fixation Versus Submuscular Plate Fixation Of Pediatric Femur Shaft Fractures In School Age Patients: A Prisma-Compliant Systematic Review And Meta-Analysis, Donglai Hu, Zihang Xu, Tao Shi, Hui Zhong, Yuting Xie, Junjie Chen

Faculty, Staff and Student Publications

BACKGROUND: Studies of clinical outcomes that compare the elastic stable intramedullary nail (ESIN) with the submuscular plate (SMP) were controversial. The meta-analysis was performed to summarize existing evidence, aiming to determine whether ESIN was superior to SMP in pediatric femur shaft fractures.

METHODS: Search strategies followed the recommendations of the Cochrane collaboration. Electronic searches such as PubMed, Embase, Web of Science, Cochrane were systematically searched for publications concerning ESIN and SMP from the inception date to March 2023. Two investigators independently searched, screened, and reviewed the full text of the article. Disagreements generated throughout the process were resolved by consensus, …

Current Perioperative Management Of Cerebrospinal Fluid Drains, Shao-Feng Zhou, Akiko Tanaka, Anthony Estrera

Faculty, Staff and Student Publications

No abstract provided.

Integrated Molecular And Multiparametric Mri Mapping Of High-Grade Glioma Identifies Regional Biologic Signatures, Leland S Hu, Fulvio D'Angelo, Taylor M Weiskittel, Francesca P Caruso, Shannon P Fortin Ensign, Mylan R Blomquist, Matthew J Flick, Lujia Wang, Christopher P Sereduk, Kevin Meng-Lin, Gustavo De Leon, Ashley Nespodzany, Javier C Urcuyo, Ashlyn C Gonzales, Lee Curtin, Erika M Lewis, Kyle W Singleton, Timothy Dondlinger, Aliya Anil, Natenael B Semmineh, Teresa Noviello, Reyna A Patel, Panwen Wang, Junwen Wang, Jennifer M Eschbacher, Andrea Hawkins-Daarud, Pamela R Jackson, Itamar S Grunfeld, Christian Elrod, Gina L Mazza, Sam C Mcgee, Lisa Paulson, Kamala Clark-Swanson, Yvette Lassiter-Morris, Kris A Smith, Peter Nakaji, Bernard R Bendok, Richard S Zimmerman, Chandan Krishna, Devi P Patra, Naresh P Patel, Mark Lyons, Matthew Neal, Kliment Donev, Maciej M Mrugala, Alyx B Porter, Scott C Beeman, Todd R Jensen, Kathleen M Schmainda, Yuxiang Zhou, Leslie C Baxter, Christopher L Plaisier, Jing Li, Hu Li, Anna Lasorella, C Chad Quarles, Kristin R Swanson, Michele Ceccarelli, Antonio Iavarone, Nhan L Tran

Faculty, Staff and Student Publications

Sampling restrictions have hindered the comprehensive study of invasive non-enhancing (NE) high-grade glioma (HGG) cell populations driving tumor progression. Here, we present an integrated multi-omic analysis of spatially matched molecular and multi-parametric magnetic resonance imaging (MRI) profiling across 313 multi-regional tumor biopsies, including 111 from the NE, across 68 HGG patients. Whole exome and RNA sequencing uncover unique genomic alterations to unresectable invasive NE tumor, including subclonal events, which inform genomic models predictive of geographic evolution. Infiltrative NE tumor is alternatively enriched with tumor cells exhibiting neuronal or glycolytic/plurimetabolic cellular states, two principal transcriptomic pathway-based glioma subtypes, which respectively demonstrate …

Antibodies To Coagulase Of Staphylococcus Aureus Crossreact To Efb And Reveal Different Binding Of Shared Fibrinogen Binding Repeats, Federico Bertoglio, Ya-Ping Ko, Sheila Thomas, Liliana Giordano, Francesca Romana Scommegna, Doris Meier, Saskia Polten, Marlies Becker, Srishtee Arora, Michael Hust, Magnus Höök, Livia Visai

Faculty, Staff and Student Publications

Staphylococcus aureus pathology is caused by a plethora of virulence factors able to combat multiple host defence mechanisms. Fibrinogen (Fg), a critical component in the host coagulation cascade, plays an important role in the pathogenesis of this bacterium, as it is the target of numerous staphylococcal virulence proteins. Amongst its secreted virulence factors, coagulase (Coa) and Extracellular fibrinogen-binding protein (Efb) share common Fg binding motives and have been described to form a Fg shield around staphylococcal cells, thereby allowing efficient bacterial spreading, phagocytosis escape and evasion of host immune system responses. Targeting these proteins with monoclonal antibodies thus represents a …

Author Correction: Synthetic Oct-A Blood Vessel Maps Using Fundus Images And Generative Adversarial Networks, Ivan Coronado, Samiksha Pachade, Emanuele Trucco, Rania Abdelkhaleq, Juntao Yan, Sergio Salazar-Marioni, Amanda Jagolino-Cole, Mozhdeh Bahrainian, Roomasa Channa, Sunil A Sheth, Luca Giancardo

Faculty, Staff and Student Publications

No abstract provided.

A Peptide-Binding Domain Shared With An Antarctic Bacterium Facilitates, Cameron J Lloyd, Shuaiqi Guo, Brett Kinrade, Hossein Zahiri, Robert Eves, Syed Khalid Ali, Fitnat Yildiz, Ilja K Voets, Peter L Davies, Karl E Klose

Faculty, Staff and Student Publications

No abstract provided.

Mapping The Delineation Of Practice To The Amia Foundational Domains For Applied Health Informatics, Todd R Johnson, Eta S Berner, Sue S Feldman, Josette Jones, Annette L Valenta, Damian Borbolla, Gloria Deckard, Laverne Manos

Faculty, Staff and Student Publications

OBJECTIVE: This article reports on the alignment between the foundational domains and the delineation of practice (DoP) for health informatics, both developed by the American Medical Informatics Association (AMIA). Whereas the foundational domains guide graduate-level curriculum development and accreditation assessment, providing an educational pathway to the minimum competencies needed as a health informatician, the DoP defines the domains, tasks, knowledge, and skills that a professional needs to competently perform in the discipline of health informatics. The purpose of this article is to determine whether the foundational domains need modification to better reflect applied practice.

MATERIALS AND METHODS: Using an iterative …

Interpreting Randomized Controlled Trials, Pavlos Msaouel, Juhee Lee, Peter F Thall

Faculty, Staff and Student Publications

This article describes rationales and limitations for making inferences based on data from randomized controlled trials (RCTs). We argue that obtaining a representative random sample from a patient population is impossible for a clinical trial because patients are accrued sequentially over time and thus comprise a convenience sample, subject only to protocol entry criteria. Consequently, the trial's sample is unlikely to represent a definable patient population. We use causal diagrams to illustrate the difference between random allocation of interventions within a clinical trial sample and true simple or stratified random sampling, as executed in surveys. We argue that group-specific statistics, …

Poor Sensitivity Of The Maldi Biotyper® Mbt Mbt Subtyping Module For Detection Of Klebsiella Pneumoniae Carbapenemase (Kpc) In Klebsiella Species, Luz Cuello, Judith Alvarez Otero, Kerryl E Greenwood-Quaintance, Liang Chen, Blake Hanson, Jinnethe Reyes, Lauren Komarow, Lizhao Ge, Zane D Lancaster, Garrett G Gordy, Audrey N Schuetz, Robin Patel

Faculty, Staff and Student Publications

Rapid detection of Klebsiella pneumoniae carbapenemase (KPC) in the Klebsiella species is desirable. The MALDI Biotyper® MBT Subtyping Module (Bruker Daltonics) uses an algorithm that detects a peak at ~11,109 m/z corresponding to a protein encoded by the p019 gene to detect KPC simultaneously with organism identification by a matrix-assisted laser desorption ionization–time-of-flight mass spectrometry (MALDI-ToF MS). Here, the subtyping module was evaluated using 795 clinical Klebsiella isolates, with whole genome sequences used to assess for blaKPC and p019. For the isolates identified as KPC positive by sequencing, the overall sensitivity of the MALDI-ToF MS subtyping module was …

Deep Learning Integrates Histopathology And Proteogenomics At A Pan-Cancer Level, Joshua M Wang, Runyu Hong, Elizabeth G Demicco, Jimin Tan, Rossana Lazcano, Andre L Moreira, Yize Li, Anna Calinawan, Narges Razavian, Tobias Schraink, Michael A Gillette, Gilbert S Omenn, Eunkyung An, Henry Rodriguez, Aristotelis Tsirigos, Kelly V Ruggles, Li Ding, Ana I Robles, D R Mani, Karin D Rodland, Alexander J Lazar, Wenke Liu, David Fenyö, Clinical Proteomic Tumor Analysis Consortium

Faculty, Staff and Student Publications

We introduce a pioneering approach that integrates pathology imaging with transcriptomics and proteomics to identify predictive histology features associated with critical clinical outcomes in cancer. We utilize 2,755 H&E-stained histopathological slides from 657 patients across 6 cancer types from CPTAC. Our models effectively recapitulate distinctions readily made by human pathologists: tumor vs. normal (AUROC = 0.995) and tissue-of-origin (AUROC = 0.979). We further investigate predictive power on tasks not normally performed from H&E alone, including TP53 prediction and pathologic stage. Importantly, we describe predictive morphologies not previously utilized in a clinical setting. The incorporation of transcriptomics and proteomics identifies pathway-level …