Digital Commons Network^™

Effective Methods For Bulk Rna-Seq Deconvolution Using Scnrna-Seq Transcriptomes, Francisco Avila Cobos, Mohammad Javad Najaf Panah, Jessica Epps, Xiaochen Long, Tsz-Kwong Man, Hua-Sheng Chiu, Elad Chomsky, Evgeny Kiner, Michael J Krueger, Diego Di Bernardo, Luis Voloch, Jan Molenaar, Sander R Van Hooff, Frank Westermann, Selina Jansky, Michele L Redell, Pieter Mestdagh, Pavel Sumazin

Faculty, Staff and Students Publications

Background: RNA profiling technologies at single-cell resolutions, including single-cell and single-nuclei RNA sequencing (scRNA-seq and snRNA-seq, scnRNA-seq for short), can help characterize the composition of tissues and reveal cells that influence key functions in both healthy and disease tissues. However, the use of these technologies is operationally challenging because of high costs and stringent sample-collection requirements. Computational deconvolution methods that infer the composition of bulk-profiled samples using scnRNA-seq-characterized cell types can broaden scnRNA-seq applications, but their effectiveness remains controversial.

Results: We produced the first systematic evaluation of deconvolution methods on datasets with either known or scnRNA-seq-estimated compositions. Our analyses revealed …

Chromatin Architectural Factor Ctcf Is Essential For Progesterone-Dependent Uterine Maturation, Sylvia C Hewitt, Artiom Gruzdev, Cynthia J Willson, San-Pin Wu, John P Lydon, Niels Galjart, Francesco J Demayo

Faculty, Staff and Students Publications

Receptors for estrogen and progesterone frequently interact, via Cohesin/CTCF loop extrusion, at enhancers distal from regulated genes. Loss-of-function CTCF mutation in >20% of human endometrial tumors indicates its importance in uterine homeostasis. To better understand how CTCF-mediated enhancer-gene interactions impact endometrial development and function, the Ctcf gene was selectively deleted in female reproductive tissues of mice. Prepubertal Ctcf

Trim28 Modulates Nuclear Receptor Signaling To Regulate Uterine Function, Rong Li, Tianyuan Wang, Ryan M Marquardt, John P Lydon, San-Pin Wu, Francesco J Demayo

Faculty, Staff and Students Publications

Estrogen and progesterone, acting through their cognate receptors the estrogen receptor α (ERα) and the progesterone receptor (PR) respectively, regulate uterine biology. Using rapid immunoprecipitation and mass spectrometry (RIME) and co-immunoprecipitation, we identified TRIM28 (Tripartite motif containing 28) as a protein which complexes with ERα and PR in the regulation of uterine function. Impairment of TRIM28 expression results in the inability of the uterus to support early pregnancy through altered PR and ERα action in the uterine epithelium and stroma by suppressing PR and ERα chromatin binding. Furthermore, TRIM28 ablation in PR-expressing uterine cells results in the enrichment of a …

Deconvolution Of Cancer Cell States By The Xdec-Sm Method, Oscar D Murillo, Varduhi Petrosyan, Emily L Laplante, Lacey E Dobrolecki, Michael T Lewis, Aleksandar Milosavljevic

Faculty, Staff and Students Publications

Proper characterization of cancer cell states within the tumor microenvironment is a key to accurately identifying matching experimental models and the development of precision therapies. To reconstruct this information from bulk RNA-seq profiles, we developed the XDec Simplex Mapping (XDec-SM) reference-optional deconvolution method that maps tumors and the states of constituent cells onto a biologically interpretable low-dimensional space. The method identifies gene sets informative for deconvolution from relevant single-cell profiling data when such profiles are available. When applied to breast tumors in The Cancer Genome Atlas (TCGA), XDec-SM infers the identity of constituent cell types and their proportions. XDec-SM also …

T-Cell Receptor Beta Variable Gene Polymorphism Predicts Immune-Related Adverse Events During Checkpoint Blockade Immunotherapy, Bettzy Stephen, Joud Hajjar, Shrutii Sarda, Dzifa Yawa Duose, Jeffrey M Conroy, Carl Morrison, Anas Alshawa, Mingxuan Xu, Abdulrazzak Zarifa, Sapna P Patel, Ying Yuan, Evan Kwiatkowski, Linghua Wang, Jordi Rodon Ahnert, Siqing Fu, Funda Meric-Bernstam, Geoffrey M Lowman, Timothy Looney, Aung Naing

Faculty, Staff and Students Publications

BACKGROUND: Immune checkpoint inhibitors have revolutionized cancer treatment. However, they are associated with a unique spectrum of side effects, called immune-related adverse events (irAEs), which can cause significant morbidity and quickly progress to severe or life-threatening events if not treated promptly. Identifying predictive biomarkers for irAEs before immunotherapy initiation is therefore a critical area of research. Polymorphisms within the T-cell receptor beta (TCRB) variable (TRBV) gene have been implicated in autoimmune disease and may be mechanistically linked to irAEs. However, the repetitive nature of the TCRB locus and incomplete genome assembly has hampered the evaluation of TRBV polymorphisms in the …

Prdm16 Deletion Is Associated With Sex-Dependent Cardiomyopathy And Cardiac Mortality: A Translational, Multi-Institutional Cohort Study, Ryan J Kramer, Amir Nima Fatahian, Alice Chan, Jeffery Mortenson, Jennifer Osher, Bo Sun, Lauren E Parker, Michael B Rosamilia, Kyra B Potter, Kaila Moore, Sage L Atkins, Jill A Rosenfeld, Alona Birjiniuk, Edward Jones, Taylor S Howard, Jeffrey J Kim, Daryl A Scott, Seema Lalani, Omid M T Rouzbehani, Samantha Kaplan, Marissa A Hathaway, Jennifer L Cohen, S Yukiko Asaki, Hugo R Martinez, Sihem Boudina, Andrew P Landstrom

Faculty, Staff and Students Publications

BACKGROUND: 1p36 deletion syndrome can predispose to pediatric-onset cardiomyopathy. Deletion breakpoints are variable and may delete the transcription factor

METHODS: This retrospective cohort included subjects with 1p36 deletion syndrome from 4 hospitals. Prevalence of cardiomyopathy and freedom from death, cardiac transplantation, or ventricular assist device were analyzed. A systematic review cohort was derived for further analysis. A cardiac-specific

RESULTS: The retrospective cohort included 71 patients. Among individuals with

CONCLUSIONS:

Cellular And Extracellular Vaginal Changes Following Murine Ovarian Removal, Jennifer M Mccracken, Gisele A Calderon, Quynh N Le, Natasha M Faruqui, Swathi Balaji, Julie C E Hakim

Faculty, Staff and Students Publications

Loss of estrogen as a result of aging, pelvic cancer therapy, genetics, or eating disorders affects numerous body systems including the reproductive tract. Specifically, a chronic hypoestrogenic state fosters debilitating vaginal symptoms like atrophy, dryness, and dyspareunia. Current treatment options, including vaginal estrogen and hyaluronan (HA), anecdotally improve symptoms, but rectifying mechanisms are largely understudied. In order to study the hypoestrogenic vaginal environment, in particular the extracellular matrix (ECM), as well as understand the mechanisms behind current treatments and develop new therapies, we characterized a reliable and reproducible animal model. Bilateral ovariectomies (OVX) were performed on 9‐week‐old CD1 mice. After …

Nonalcoholic Steatohepatitis-Related Hepatocellular Carcinoma: Pathogenesis And Treatment, Josep M Llovet, Catherine E Willoughby, Amit G Singal, Tim F Greten, Mathias Heikenwälder, Hashem B El-Serag, Richard S Finn, Scott L Friedman

Faculty, Staff and Students Publications

Nonalcoholic fatty liver disease (NAFLD), including its more severe manifestation, nonalcoholic steatohepatitis (NASH), has a global prevalence of 20-25% and is a major public health problem. Its incidence is increasing in parallel to the rise in obesity, diabetes and metabolic syndrome. Progression from NASH to NASH-related hepatocellular carcinoma (HCC) (~2% of cases per year) is influenced by many factors, including the tissue and immune microenvironment, germline mutations in PNPLA3, and the microbiome. NASH-HCC has unique molecular and immune traits compared with other aetiologies of HCC and is equally prevalent in men and women. Comorbidities associated with NASH, such as obesity …

Contemporary Changes In Etiology For Hepatocellular Carcinoma In Liver Transplantation, Cameron Goff, Anjiya Shaikh, Karthik Goli, Hashem B El-Serag, Fasiha Kanwal, George Cholankeril

Faculty, Staff and Students Publications

No abstract provided.

Deployment Of Cisplatin In Veterans With Oropharyngeal Cancer: Toxicity And Impact On Oncologic Outcomes, Ola Soliman, David C Wilde, Jan O Kemnade, Anita L Sabichi, George Chen, Albert Chen, Samantha N Little, Andrew T Huang, David J Hernandez, Vlad C Sandulache

Faculty, Staff and Students Publications

OBJECTIVE: Cisplatin forms the backbone of systemic chemotherapy treatment for oropharyngeal squamous cell carcinoma (OPSCC). The ideal cisplatin dosing regimen remains yet to be fully defined for achieving optimal efficacy and toxicity profiles in patients with comorbidity.

METHODS: We retrospectively reviewed oncologic and toxicity data for patients with OPSCC treated at the Michael E. DeBakey Veterans Affairs Medical Center between 2000 and 2020 who initiated curative intent, definitive chemo-radiation with one of three single agent regimens: high dose (HD) cisplatin, low dose (LD) cisplatin or cetuximab.

RESULTS: Patients with HPV-associated tumors and nonsmokers demonstrated improved overall and disease-free survival along …

Deprescribing Statins, Considerations For Informed Decision Making, Craig Thomas, Henry Ellison, George E Taffet

Faculty, Staff and Students Publications

No abstract provided.

Why Animal Experiments Are Still Indispensable In Bone Research: A Statement By The European Calcified Tissue Society, Merle Stein, Florent Elefteriou, Björn Busse, Imke Ak Fiedler, Ronald Young Kwon, Eric Farrell, Mubashir Ahmad, Anita Ignatius, Liam Grover, Liesbet Geris, Jan Tuckermann

Faculty, Staff and Students Publications

Major achievements in bone research have always relied on animal models and in vitro systems derived from patient and animal material. However, the use of animals in research has drawn intense ethical debate and the complete abolition of animal experimentation is demanded by fractions of the population. This phenomenon is enhanced by the reproducibility crisis in science and the advance of in vitro and in silico techniques. 3D culture, organ-on-a-chip, and computer models have improved enormously over the last years. Nevertheless, the overall complexity of bone tissue-cross talk and the systemic and local regulation of bone physiology can often only …

Delayed Skeletal Development And Igf-1 Deficiency In A Mouse Model Of Lysinuric Protein Intolerance, Bridget M Stroup, Xiaohui Li, Sara Ho, Haonan Zhouyao, Yuqing Chen, Safa Ani, Brian Dawson, Zixue Jin, Ronit Marom, Ming-Ming Jiang, Isabel Lorenzo, Daniel Rosen, Denise Lanza, Nathalie Aceves, Sara Koh, John R Seavitt, Jason D Heaney, Brendan Lee, Lindsay C Burrage

Faculty, Staff and Students Publications

SLC7A7 deficiency, or lysinuric protein intolerance (LPI), causes loss of function of the y+LAT1 transporter critical for efflux of arginine, lysine and ornithine in certain cells. LPI is characterized by urea cycle dysfunction, renal disease, immune dysregulation, growth failure, delayed bone age and osteoporosis. We previously reported that Slc7a7 knockout mice (C57BL/6×129/SvEv F2) recapitulate LPI phenotypes, including growth failure. Our main objective in this study was to characterize the skeletal phenotype in these mice. Compared to wild-type littermates, juvenile Slc7a7 knockout mice demonstrated 70% lower body weights, 87% lower plasma IGF-1 concentrations and delayed skeletal development. Because poor survival prevents …

Shinybioheat: An Interactive Shiny App To Identify Phenotype Driver Genes In Ecoli And Bsubtilis, Chen Wang, Harikumar Govindarajan, Panagiotis Katsonis, Olivier Lichtarge

Faculty, Staff and Students Publications

SUMMARY: In any population under selective pressure, a central challenge is to distinguish the genes that drive adaptation from others which, subject to population variation, harbor many neutral mutations de novo. We recently showed that such genes could be identified by supplementing information on mutational frequency with an evolutionary analysis of the likely functional impact of coding variants. This approach improved the discovery of driver genes in both lab-evolved and environmental Escherichia coli strains. To facilitate general adoption, we now developed ShinyBioHEAT, an R Shiny web-based application that enables identification of phenotype driving gene in two commonly used model bacteria, …

Leveraging Omics To Predict Chronic Obstructive Pulmonary Disease Exacerbations: The "Immunome", Francesca Polverino, Ravi Kalhan

Faculty, Staff and Students Publications

No abstract provided.

Sculpting Astrocyte Diversity Through Circuits And Transcription, Yi-Ting Cheng, Junsung Woo, Benjamin Deneen

Faculty, Staff and Students Publications

Astrocytes are the most abundant glial cell in the central nervous system and occupy a wide range of roles that are essential for brain function. Over the past few years, evidence has emerged that astrocytes exhibit cellular and molecular heterogeneity, raising the possibility that subsets of astrocytes are functionally distinct and that transcriptional mechanisms are involved in encoding this prospective diversity. In this review, we focus on three emerging areas of astrocyte biology: region-specific circuit regulation, molecular diversity, and transcriptional regulation. This review highlights our nascent understanding of how molecular diversity is converted to functional diversity of astrocytes through the …

Hunger Extends Lifespan By Modulating Histone Proteins, Hailan Liu, Hongjie Li, Yong Xu

Faculty, Staff and Students Publications

No abstract provided.

Association For Academic Surgery/Society Of University Surgeons Research Awards Are Highly Successful In Fostering Future Surgeon-Scientists, Oluyinka O Olutoye, Taylor Lee, Anjali Degala, Jessica L Mueller, Allan M Goldstein, Sundeep G Keswani, Lily S Cheng

Faculty, Staff and Students Publications

BACKGROUND: The surgeon-scientist brings a unique perspective to surgical research. The Association of Academic Surgeons and Society of University Surgeons foster the development of surgeon-scientists through foundation awards to residents and junior faculty. We sought to evaluate the academic success of surgeons who received an Association for Academic Surgery/Society of University Surgeons award.

METHODS: Information was collected for individuals who received a resident or junior faculty research award from the Association for Academic Surgery or Society of University Surgeons. Google Scholar, Scopus, and the National Institutes of Health Research Portfolio Online Reporting Tools: Expenditures and Results were used to assess …

The Sunbeam Birth Cohort: Protocol Design, Corinne Keet, Scott H Sicherer, Supinda Bunyavanich, Cynthia Visness, Patricia C Fulkerson, Alkis Togias, Wendy Davidson, Susan Perry, Sanaz Hamrah, Agustin Calatroni, Katina Robinson, Lars Dunaway, Carla M Davis, Sara Anvari, Susan M Leong-Kee, Gurjit Khurana Hershey, Emily Defranco, Ashley Devonshire, Haejin Kim, Christine Joseph, Brent Davidson, Noel K Strong, Angela J Tsuang, Marion Groetch, Julie Wang, Jennifer Dantzer, Kim Mudd, Abimbola Aina, Wayne Shreffler, Qian Yuan, Virginia Simmons, Donald Y M Leung, Jessica Hui-Beckman, Jania Arcia Ramos, Sharon Chinthrajah, Virginia Winn, Tina Sindher, Stacie M Jones, Nirvana A Manning, Amy M Scurlock, Edwin Kim, Alison Stuebe, James E Gern, Anne Marie Singh, Jennifer Krupp, Robert A Wood

Faculty, Staff and Students Publications

BACKGROUND: Food allergy (FA) and atopic dermatitis (AD) are common conditions that often present in the first year of life. Identification of underlying mechanisms and environmental determinants of FA and AD is essential to develop and implement effective prevention and treatment strategies. Objectives: We sought to describe the design of the Systems Biology of Early Atopy (SunBEAm) birth cohort.

METHODS: Funded by the National Institute of Allergy and Infectious Diseases (NIAID) and administered through the Consortium for Food Allergy Research (CoFAR), SunBEAm is a US population-based, multicenter birth cohort that enrolls pregnant mothers, fathers, and their newborns and follows them …

Variation In Early Anakinra Use And Short-Term Outcomes In Multisystem Inflammatory Syndrome In Children, Joyce C Chang, Cameron C Young, Eyal Muscal, Sara K Sexson Tejtel, Margaret M Newhams, Suden Kucukak, Hillary Crandall, Aline B Maddux, Courtney M Rowan, Natasha B Halasa, Helen A Harvey, Charlotte V Hobbs, Mark W Hall, Michele Kong, Cassyanne L Aguiar, Jennifer E Schuster, Julie C Fitzgerald, Aalok R Singh, Kari Wellnitz, Ryan A Nofziger, Natalie Z Cvijanovich, Elizabeth H Mack, Adam J Schwarz, Sabrina M Heidemann, Jane W Newburger, Laura D Zambrano, Angela P Campbell, Manish M Patel, Adrienne G Randolph, Mary Beth F Son, Overcoming Covid Investigators

Faculty, Staff and Students Publications

OBJECTIVE: Evidence regarding effectiveness of interleukin-1 receptor antagonism in multisystem inflammatory syndrome in children (MIS-C) is lacking. We characterized variation in initial treatment with anakinra and evaluated cardiovascular outcomes associated with adding anakinra to standard initial therapy.

METHODS: We conducted a retrospective cohort study of MIS-C cases in a US surveillance registry from November 2020 to December 2021. Day 0 was the first calendar day of immunomodulatory treatment. Factors associated with initial anakinra use (days 0-1) were identified. We compared cases in patients ages 2-20 years receiving intravenous immunoglobulin (IVIG) and glucocorticoids versus anakinra plus IVIG and/or glucocorticoids on days …

Heterogeneity Of The Group B Streptococcal Type Vii Secretion System And Influence On Colonization Of The Female Genital Tract, Brady L Spencer, Alyx M Job, Clare M Robertson, Zainab A Hameed, Camille Serchejian, Caitlin S Wiafe-Kwakye, Jéssica C Mendonça, Morgan A Apolonio, Prescilla E Nagao, Melody N Neely, Natalia Korotkova, Konstantin V Korotkov, Kathryn A Patras, Kelly S Doran

Faculty, Staff and Students Publications

Type VIIb secretion systems (T7SSb) in Gram-positive bacteria facilitate physiology, interbacterial competition, and/or virulence via EssC ATPase-driven secretion of small ɑ-helical proteins and toxins. Recently, we characterized T7SSb in group B Streptococcus (GBS), a leading cause of infection in newborns and immunocompromised adults. GBS T7SS comprises four subtypes based on variation in the C-terminus of EssC and the repertoire of downstream effectors; however, the intraspecies diversity of GBS T7SS and impact on GBS-host interactions remains unknown. Bioinformatic analysis indicates that GBS T7SS loci encode subtype-specific putative effectors, which have low interspecies and inter-subtype homology but contain similar domains/motifs and therefore …

Novel Insights Into Oligodendrocyte Biology From Developmental Myelination Studies In Autophagy Deficient Mice And Analysis Of Oligodendrocyte Translatome Response To Contusive Spinal Cord Injury., Michael David Forston

Electronic Theses and Dissertations

Loss of myelin causes severe neurological disorders and functional deficits in white matter injuries (WMI) such as traumatic spinal cord injury (SCI). This dissertation is focused on autophagy in OL development and the OL translatome after SCI. Chapter I describes the history of myelin, OL development, and their involvement in neurodegenerative diseases and SCI. The proteostasis network, in particular autophagy, and its contributions to white matter pathology is discussed. It concludes examining advantages and disadvantages of unbiased omics tools, like RiboTag, to study transcriptional/translational landscapes after SCI. Chapter II focuses on autophagy in OPC/OL differentiation, survival, and proper myelination in …

Incidence And Determinants Of Hypertensive Disorders Of Pregnancy In The Us: Hospitalization Discharge Rate For Preeclampsia, Eclampsia, And Gestational Hypertensions, 2016-2018., Kahir S. Jawad

Electronic Theses and Dissertations

Background: Hypertension remains one of the most prevalent medical issues in pregnancy. It contributes considerably to maternal and fetal morbidity and mortality, making it one of the most significant public health problems. Although various epidemiological studies have been conducted over the past decades to assess the disease incidence and key risk factors associated with hypertensive disorders of pregnancy, current incidence rates and trends are lacking. This is a novel and significant study because there are no current population-based incidence estimates of hypertensive disorders of pregnancy and their subtypes and very few studies with the power to explore a wide range …

Effect Of Body Mass Index Percentile On Complicated Appendicitis, Postoperative Complications And Health Service Utilization Among Pediatric Patients In The United States, Nutan Hebballi

Dissertations and Theses (Open Access)

While overweight and obesity have been extensively studied for complicated appendicitis, postoperative complications, and health service utilization, the effects of being underweight are unknown. This dissertation assesses the associations between the body mass index (BMI) spectrum with complicated appendicitis, postoperative complications, and healthcare service utilization in pediatric patients.  A retrospective review of pediatric patients who underwent appendectomy surgery (01/01/2016-12/31/2020) was conducted using the National Surgical Quality Improvement Program database. Computed age and gender-specific BMI percentiles were categorized into underweight, normal weight, overweight and obese. The 30-day postoperative complications were grouped into minor, major, and any. Healthcare service utilizations were compared …

Association Of Amnioinfusion Volume At The Time Of Surgery For Twin-Twin Transfusion Syndrome And Latency To Delivery., Braxton Forde, Foong-Yen Lim, David N Mckinney, Mounira Habli, Kara B Markham, Mallory Hoffman, Sammy Tabbah, Marc Oria, Jose L Peiro

Women’s Health Articles

OBJECTIVE: To evaluate the impact of amnioinfusion and other peri-operative factors on pregnancy outcomes in the setting of Twin-twin transfusion syndrome (TTTS) treated via fetoscopic laser photocoagulation (FLP).

METHODS: Retrospective study of TTTS treated via FLP from 2010 to 2019. Pregnancies were grouped by amnioinfusion volume during FLP (< 1 L vs. ≥1 L). The primary outcome was latency from surgery to delivery. An amnioinfusion statistic (AIstat) was created for each surgery based on the volume of fluid infused and removed and the preoperative deepest vertical pocket. Regression analysis was planned to assess the association of AIstat with latency.

RESULTS: Patients with amnioinfusion of ≥1 L at the time of FLP had decreased latency from surgery to delivery (61 ± 29.4 vs. 73 ± 28.8 days with amnioinfusion < 1 L, p < 0.001) and increased preterm prelabor rupture of membranes (PPROM) < 34 weeks (44.7% vs. 33.5%, p = 0.042). Amnioinfusion ≥1 L was associated with an increased risk of delivery < 32 weeks (aRR 2.6, 95% CI 1.5-4.5), 30 weeks (aRR 2.4, 95% CI 1.5-3.8), and 28 weeks (aRR 1.9, 95% CI 1.1-2.3). Cox-proportional regression revealed that AIstat was inversely associated with latency (HR 1.1, 95% CI 1.1-1.2).

CONCLUSION: Amnioinfusion ≥1 L during FLP was associated with decreased latency after surgery and increased PPROM < 34 weeks.

Racial Disparities In Access To Dbs: Results Of A Real-World U.S. Claims Data Analysis, Michael Frassica, Drew S Kern, Mitra Afshari, Allison T Connolly, Chengyuan Wu, Nathan Rowland, Juan Ramirez-Castaneda, Mwiza Ushe, Claudia Salazar, Xenos Mason

Farber Institute for Neuroscience Faculty Papers

INTRODUCTION: Deep brain stimulation (DBS) is an effective and standard-of-care therapy for Parkinson's Disease and other movement disorders when symptoms are inadequately controlled with conventional medications. It requires expert care for patient selection, surgical targeting, and therapy titration. Despite the known benefits, racial/ethnic disparities in access have been reported. Technological advancements with smartphone-enabled devices may influence racial disparities. Real-world evidence investigations can shed further light on barriers to access and demographic disparities for DBS patients.

METHODS: A retrospective cross-sectional study was performed using Medicare claims linked with manufacturer patient data tracking to analyze 3,869 patients who received DBS. Patients were …

Pulmonary & Critical Care Insider: Issue 1, Bharat Bajantri Md, Sarah Ellsworth Mls

Critical Care & Pulmonary

Pulmonary & Critical Care Insider Issue 1

Compiled by Bharat Bajantri, MD, and librarian Sarah Ellsworth, MLS for the clinicians of the Pulmonary and Critical Care team of Parkview.

The goal of this newsletter is to give a brief summary of the most pertinent articles to everyday practice and an attempt to keep up with literature as best as possible. Newsletters go out every 1-2 months.

Summaries/Topics in this issue:

• Comparison of two commonly prescribed regimens of empiric antibiotics.
• Vancomycin and piperacillin-tazobactam (VPT)
• The efficacy and safety of Dupilumab in patients with COPD
• The BOREAS trial
• Simple aspiration versus chest …

Evaluation Of Bone And Muscle Quality In Laying Hens Using Quantitative, Radiographic, Computed Tomographic, Biomechanical, And Tissue Level Measures, Cerano Harrison

All Dissertations

Bone quality is an important measure of welfare in laying hens for researchers, veterinarians, and commercial producers who bear the responsibility of providing them with care. Breeding practices that have resulted in high egg productivity of laying hen strains have resulted in an increased susceptibility to developing osteoporosis. Osteoporosis, a decrease in mineralized bone, is accompanied by increased bone fragility that can lead to potentially painful bone fractures that can inhibit some aspects of the birds natural living, respiration and flight being two examples. Current methods of examining laying hen bone quality involve the implementation of diagnostic imaging and biomechanical …

Pitfalls In Machine Learning-Based Assessment Of Tumor-Infiltrating Lymphocytes In Breast Cancer: A Report Of The International Immuno-Oncology Biomarker Working Group On Breast Cancer, Jeppe Thagaard, Glenn Broeckx, Chowdhury Arif Jahangir, Sara Verbandt, Rajarsi Gupta, Reena Khiroya, Khalid Abduljabbar, Gabriela Acosta Haab, Balazs Acs, Shahin Sayed

Pathology, East Africa

Abstract: The clinical significance of the tumor-immune interaction in breast cancer is now established, and tumor-infiltrating lymphocytes (TILs) have emerged as predictive and prognostic biomarkers for patients with triple-negative (estrogen receptor, progesterone receptor, and HER2-negative) breast cancer and HER2-positive breast cancer. How computational assessments of TILs might complement manual TIL assessment in trial and daily practices is currently debated. Recent efforts to use machine learning (ML) to automatically evaluate TILs have shown promising results. We review state-of-the-art approaches and identify pitfalls and challenges of automated TIL evaluation by studying the root cause of ML discordances in comparison to manual TIL …

Spatial Analyses Of Immune Cell Infiltration In Cancer: Current Methods And Future Directions: A Report Of The International Immuno-Oncology Biomarker Working Group On Breast Cancer, David Page, Chowdhury Jahangir, Sara Verbandt, Rajarsi Gupta, Jeppe Thagaard, Reena Khiroya, Zuzana Kos, Khalid Abduljabbar, Sunil Badve, Shahin Sayed

Pathology, East Africa

Abstract: Modern histologic imaging platforms coupled with machine learning methods have provided new opportunities to map the spatial distribution of immune cells in the tumor microenvironment. However, there exists no standardized method for describing or analyzing spatial immune cell data, and most reported spatial analyses are rudimentary. In this review, we provide an overview of two approaches for reporting and analyzing spatial data (raster versus vector-based). We then provide a compendium of spatial immune cell metrics that have been reported in the literature, summarizing prognostic associations in the context of a variety of cancers. We conclude by discussing two well-described …