Biomedical Informatics Commons^™

Integration Of Remote Symptom And Biometric Monitoring Into The Care Of Adult Patients With Cancer Receiving Chemotherapy-A Decentralized Feasibility Pilot Study, Anaeze C Offodile, Domenica Delgado, Yu-Li Lin, Danielle Geyen, Christopher J Miller, Sanchita Jain, Janice P Finder, Sanjay Shete, Frank V Fossella, Michael J Overman, Susan K Peterson

Faculty, Staff and Student Publications

PURPOSE: Although electronic patient-reported outcomes (ePROs) are efficacious in symptom management, much is unknown about the utility of vital signs surveillance. We examined the feasibility of a remote patient monitoring platform that integrates ePROs and biometrics into the ambulatory management of symptom burden.

METHODS: Using a decentralized workflow, patients with gastrointestinal or thoracic cancer were approached for a 1-month study. Patients reported symptom burden via ePROs and biometrics (blood pressure, oxygen saturation, pulse, weight, and temperature) using bluetooth-enabled devices daily. Alerts on the basis of prespecified thresholds were managed via nurse-led triage. Adherence was defined as the completion of > 70% …

Trpv4 Expression In The Renal Tubule Is Necessary For Maintaining Whole Body K+ Homeostasis, Anna Stavniichuk, Kyrylo Pyrshev, Oleg Zaika, Viktor N Tomilin, Mariya Kordysh, Monika Lakk, David Križaj, Oleh Pochynyuk

Faculty, Staff and Student Publications

The Ca2+-permeable transient receptor potential vanilloid type 4 (TRPV4) channel serves as the sensor of tubular flow, thus being well suited to govern mechanosensitive K+ transport in the distal renal tubule. Here, we directly tested whether the TRPV4 function is significant in affecting K+ balance. We used balance metabolic cage experiments and systemic measurements with different K+ feeding regimens [high (5% K+), regular (0.9% K+), and low (<0.01% K+)] in newly created transgenic mice with selective TRPV4 deletion in the renal tubule (TRPV4fl/fl-Pax8Cre) and their littermate controls (TRPV4fl/fl). Deletion was verified by the absence of TRPV4 protein expression and lack of TRPV4-dependent Ca2+ influx. There were no differences in plasma electrolytes, urinary volume, and K+ levels at baseline. In contrast, plasma K+ levels were significantly elevated in TRPV4fl/fl-Pax8Cre mice on high K+ intake. K+-loaded knockout mice exhibited lower urinary K+ levels than TRPV4fl/fl mice, which was accompanied by higher aldosterone levels by day 7. Moreover, TRPV4fl/fl-Pax8Cre mice had more efficient renal K+ conservation and higher plasma K+ levels in the state of dietary K+ deficiency. H+-K+-ATPase levels were significantly increased in TRPV4fl/fl-Pax8Cre mice …

An Fbn1 Deep Intronic Variant Is Associated With Pseudoexon Formation And A Variable Marfan Phenotype In A Five Generation Family, Dong-Chuan Guo, Xueyan Duan, Kathleen Mimnagh, Alana C Cecchi, Isabella C Marin, Yang Yu, Walter V Velasco, Kwanghyuk Lee, Xue Zhu, David R Murdock, Suzanne M Leal, Marsha M Wheeler, Josh Smith, Michael J Bamshad, Dianna M Milewicz

Faculty, Staff and Student Publications

Exome sequencing of genes associated with heritable thoracic aortic disease (HTAD) failed to identify a pathogenic variant in a large family with Marfan syndrome (MFS). A genome-wide linkage analysis for thoracic aortic disease identified a peak at 15q21.1, and genome sequencing identified a novel deep intronic FBN1 variant that segregated with thoracic aortic disease in the family (LOD score 2.7) and was predicted to alter splicing. RT-PCR and bulk RNA sequencing of RNA harvested from fibroblasts explanted from the affected proband revealed an insertion of a pseudoexon between exons 13 and 14 of the FBN1 transcript, predicted to lead to …

Smooth Muscle-Alpha Actin R149c Pathogenic Variant Downregulates Integrin Recruitment At Cell-Matrix Adhesions And Decreases Cellular Contractility, Krishna R Ojha, Hyoseon Kim, Samuel Padgham, Laura Hopkins, Robert J Zamen, Abhijnan Chattopadhyay, Gang Han, Dianna M Milewicz, Michael P Massett, Andreea Trache

Faculty, Staff and Student Publications

Thoracic aortic aneurysm is found in patients with ACTA2 pathogenic variants. ACTA2 missense variants are associated with impaired aortic smooth muscle cell (SMC) contraction. This study tested the hypothesis that the Acta2R149C/+ variant alters actin isoform expression and decreases integrin recruitment, thus, reducing aortic contractility. Stress relaxation measurements in thoracic aortic rings showed two functional regimes with a reduction of stress relaxation in the aorta from Acta2R149C/+ mice at low tension, but not at high tension values. Contractile responses to phenylephrine and potassium chloride were 50% lower in Acta2R149C/+ mice than in wild-type (WT) mice. Additionally, SMC were immunofluorescently labeled …

Review Of Natural Compounds For Potential Psoriasis Treatment, Omali Y Elkhawaga, Mohamed M Ellety, Sheref O Mofty, Mohamed S Ghanem, Abdallah O Mohamed

Faculty, Staff and Student Publications

Psoriasis represents an immune-mediated disease with an unclear cause that's marked by inflammation triggered by dysfunction in the immune system, which results in inflammation in various parts of the skin. There could be obvious symptoms, such as elevated plaques; these plaques may appear differently depending on the type of skin. This disease can cause inflammation in the elbows, lower back, scalp, knees, or other regions of the body. It can begin at any age, although it most commonly affects individuals between the ages of 50 and 60. Specific cells (such as T cells) have been observed to play an obvious …

Ocular Toxicity Profile Of Targeted Cancer Therapy (Tct) At A Us Tertiary Cancer Center, Moe Ameri, Nagham Al Zubidi, Azadeh Razmandi, Andrew Whyte, Aung Naing, Nimisha A Patel, Dan S Gombos

Faculty, Staff and Student Publications

PURPOSE: Targeted cancer therapy (TCT) is a significant advancement in oncology with promising survival improvement in patients with cancer and remarkable effects on various cancers. There is evidence suggesting a connection between specific TCT classes and the occurrence of immune-related adverse events (irAEs). Our study aims to investigate the potential ocular toxicities of different classes of TCT, provide a better understanding of these toxicities, and aid in the future development of screening and management recommendations for ocular irAEs.

DESIGN: Retrospective observational case series.

PARTICIPANTS: Only ocular immune-related AEs were included in the study; patients on TCT who received a new …

Bi-Allelic Variants In Hmgcr Cause An Autosomal-Recessive Progressive Limb-Girdle Muscular Dystrophy, Joel A Morales-Rosado, Tanya L Schwab, Sarah K Macklin-Mantia, A Reghan Foley, Filippo Pinto E Vairo, Davut Pehlivan, Sandra Donkervoort, Jill A Rosenfeld, Grace E Boyum, Ying Hu, Anh T Q Cong, Timothy E Lotze, Carrie A Mohila, Dimah Saade, Diana Bharucha-Goebel, Katherine R Chao, Christopher Grunseich, Christine C Bruels, Hannah R Littel, Elicia A Estrella, Lynn Pais, Peter B Kang, Michael T Zimmermann, James R Lupski, Brendan Lee, Matthew J Schellenberg, Karl J Clark, Klaas J Wierenga, Carsten G Bönnemann, Eric W Klee

Faculty, Staff and Students Publications

Statins are a mainstay intervention for cardiovascular disease prevention, yet their use can cause rare severe myopathy. HMG-CoA reductase, an essential enzyme in the mevalonate pathway, is the target of statins. We identified nine individuals from five unrelated families with unexplained limb-girdle like muscular dystrophy and bi-allelic variants in HMGCR via clinical and research exome sequencing. The clinical features resembled other genetic causes of muscular dystrophy with incidental high CPK levels (>1,000 U/L), proximal muscle weakness, variable age of onset, and progression leading to impaired ambulation. Muscle biopsies in most affected individuals showed non-specific dystrophic changes with non-diagnostic immunohistochemistry. …

Impact Of Race And Ethnicity On Presentation And Outcomes Of Patients Treated On Rhabdomyosarcoma Clinical Trials: A Report From The Children’S Oncology Group, Senna R Munnikhuysen, Princess A Ekpo, Wei Xue, Zhengya Gao, Philip J Lupo, Rajkumar Venkatramani, Christine M Heske

Faculty, Staff and Students Publications

BACKGROUND: Racial and ethnic disparities have been demonstrated in pediatric and adult cancers. However, there is no consensus on whether such disparities exist in the presentation, treatment, and outcome of patients with rhabdomyosarcoma (RMS).

METHODS: Patient information from the seven most recent RMS clinical trials was obtained from the Children's Oncology Group (COG). Chi-squared analyses were used to compare patient, tumor, and treatment characteristics across racial and ethnic groups. Pairwise analyses comparing Non-Hispanic Black (NHB) versus Non-Hispanic White (NHW) racial groups and Hispanic versus NHW ethnic groups were conducted for significant characteristics. Kaplan-Meier method and Wilcoxon signed-rank tests were performed …

Snv/Indel Hypermutator Phenotype In Biallelic Rad51c Variant: Fanconi Anemia, Roni Zemet, Haowei Du, Tomasz Gambin, James R Lupski, Pengfei Liu, Paweł Stankiewicz

Faculty, Staff and Students Publications

We previously reported a fetus with Fanconi anemia (FA), complementation group O due to compound heterozygous variants involving RAD51C. Interestingly, the trio exome sequencing analysis also detected eight apparent de novo mosaic variants with variant allele fraction (VAF) ranging between 11.5 and 37%. Here, using whole genome sequencing and a 'home-brew' variant filtering pipeline and DeepMosaic module, we investigated the number and signature of de novo heterozygous and mosaic variants and the hypothesis of a rare phenomenon of hypermutation. Eight-hundred-thirty apparent de novo SNVs and 21 de novo indels had VAFs below 37.41% and were considered postzygotic somatic mosaic variants. …

Patient-Reported Fatigue And Pain In Erdheim-Chester Disease: A Registry-Based, Mixed Methods Study, Anne S Reiner, Dana Bossert, Justin J Buthorn, Allison M Sigler, Selin Gonen, Deanna Fournier, Kathleen Brewer, Jessica Corkran, Gaurav Goyal, Carl E Allen, Kenneth L Mcclain, Thomas M Atkinson, Kathleen A Lynch, Jun J Mao, Katherine S Panageas, Eli L Diamond

Faculty, Staff and Students Publications

No abstract provided.

Delineating The Cellular Mechanisms Of Endoplasmic Reticulum-Retained Endoglin Mutants Causing Hereditary Hemorrhagic Telangiectasia Type 1, Nesrin Mohammed Gariballa

Dissertations

Endoglin, also known as cluster of differentiation 105 (CD105), is an auxiliary receptor in the TGFβ signaling pathway. It is predominantly expressed in endothelial cells as a component of the heterotetrameric receptor dimers comprising type I, type II receptors and the binding ligands. Mutations in ENG, the gene encoding endoglin, have been associated with Hereditary Hemorrhagic Telangiectasia type 1 (HHT1), a rare autosomal dominant inherited disorder affecting about 1 in 5000-8000 individuals, which is generally characterized by vascular malformations. Secretory and many endomembrane proteins synthesized in the Endoplasmic Reticulum (ER) are subjected to a highly stringent protein folding and assembly …

Beta-Blocker Use Is Associated With Worse Relapse-Free Survival In Patients With Head And Neck Cancer, Hannah Y Chen, Weilu Zhao, Shorook Na'ara, Frederico O Gleber-Netto, Tongxin Xie, Shahrukh Ali, Zachary M Thompson, Jane Buell, Haleigh Stafford, Priyadharsini Nagarajan, Michael Davies, Michael K Wong, Michael R Migden, Padmanee Sharma, Jeffrey N Myers, Neil D Gross, Moran Amit

Faculty, Staff and Student Publications

PURPOSE: Although beta-blockers (BBs) have been hypothesized to exert a beneficial effect on cancer survival through inhibition of beta-adrenergic signaling pathways, clinical data on this issue have been inconsistent. We investigated the impact of BBs on survival outcomes and efficacy of immunotherapy in patients with head and neck squamous cell carcinoma (HNSCC), non-small-cell lung cancer (NSCLC), melanoma, or squamous cell carcinoma of the skin (skin SCC), independent of comorbidity status or cancer treatment regimen.

METHODS: Patients (N = 4,192) younger than 65 years with HNSCC, NSCLC, melanoma, or skin SCC treated at MD Anderson Cancer Center from 2010 to 2021 …

Coffee Intake, Caffeine Metabolism Genotype, And Survival Among Men With Prostate Cancer, Justin R Gregg, Jeri Kim, Christopher Logothetis, Sam Hanash, Xiaotao Zhang, Ganiraju Manyam, Kenneth Muir, Graham G Giles, Janet L Stanford, Sonja I Berndt, Manolis Kogevinas, Hermann Brenner, Rosalind A Eeles, Practical Consortium, Peng Wei, Carrie R Daniel

Faculty, Staff and Student Publications

Background: Coffee intake may lower prostate cancer risk and progression, but postdiagnosis outcomes by caffeine metabolism genotype are not well characterized.

Objective: To evaluate associations between coffee intake, caffeine metabolism genotype, and survival in a large, multicenter study of men with prostate cancer.

Design, setting, and participants: Data from The PRACTICAL Consortium database for 5727 men with prostate cancer from seven US, Australian, and European studies were included. The cases included had data available for the CYP1A2 -163C>A rs762551 single-nucleotide variant associated with caffeine metabolism, coffee intake, and >6 mo of follow-up.

Outcome measurements and statistical analysis: Multivariable-adjusted Cox …

Leveraging A Surrogate Outcome To Improve Inference On A Partially Missing Target Outcome, Zachary R Mccaw, Sheila M Gaynor, Ryan Sun, Xihong Lin

Faculty, Staff and Student Publications

Sample sizes vary substantially across tissues in the Genotype-Tissue Expression (GTEx) project, where considerably fewer samples are available from certain inaccessible tissues, such as the substantia nigra (SSN), than from accessible tissues, such as blood. This severely limits power for identifying tissue-specific expression quantitative trait loci (eQTL) in undersampled tissues. Here we propose Surrogate Phenotype Regression Analysis (Spray) for leveraging information from a correlated surrogate outcome (eg, expression in blood) to improve inference on a partially missing target outcome (eg, expression in SSN). Rather than regarding the surrogate outcome as a proxy for the target outcome, Spray jointly models the …

Oncolytic Dnx-2401 Virotherapy Plus Pembrolizumab In Recurrent Glioblastoma: A Phase 1/2 Trial, Farshad Nassiri, Vikas Patil, Leeor S Yefet, Olivia Singh, Jeff Liu, Rachel M A Dang, Takafumi N Yamaguchi, Mariza Daras, Timothy F Cloughesy, Howard Colman, Priya U Kumthekar, Clark C Chen, Robert Aiken, Morris D Groves, Shirley S Ong, Rohan Ramakrishna, Michael A Vogelbaum, Simon Khagi, Thomas Kaley, Jason M Melear, David M Peereboom, Analiz Rodriguez, Maxim Yankelevich, Suresh G Nair, Vinay K Puduvalli, Kenneth Aldape, Andrew Gao, Álvaro López-Janeiro, Carlos E De Andrea, Marta M Alonso, Paul Boutros, Joan Robbins, Warren P Mason, Adam M Sonabend, Roger Stupp, Juan Fueyo, Candelaria Gomez-Manzano, Frederick F Lang, Gelareh Zadeh

Faculty, Staff and Student Publications

Immune-mediated anti-tumoral responses, elicited by oncolytic viruses and augmented with checkpoint inhibition, may be an effective treatment approach for glioblastoma. Here in this multicenter phase 1/2 study we evaluated the combination of intratumoral delivery of oncolytic virus DNX-2401 followed by intravenous anti-PD-1 antibody pembrolizumab in recurrent glioblastoma, first in a dose-escalation and then in a dose-expansion phase, in 49 patients. The primary endpoints were overall safety and objective response rate. The primary safety endpoint was met, whereas the primary efficacy endpoint was not met. There were no dose-limiting toxicities, and full dose combined treatment was well tolerated. The objective response …

Sex- And Ethnic-Specific Patterns In The Incidence Of Hip Fracture Among Older Us Asian And Non-Hispanic White Adults, Joan C Lo, Malini Chandra, David R Lee, Jeanne A Darbinian, Nancy P Gordon, David W Zeltser, Christopher D Grimsrud, Catherine Lee

Faculty, Staff and Student Publications

BACKGROUND: Asian and Pacific Islander (Asian/PI) adults have lower hip fracture incidence than non-Hispanic White (NHW) adults, but data regarding Asian/PI subgroups are limited. We compared hip fracture incidence among older US Asian/PI and NHW populations, including ethnic subgroup differences.

METHODS: Using observational data from a California healthcare system, we identified Asian/PI and NHW adults aged ≥50 years (2000-2019) and followed subjects to 2021 for hip fracture determined by principal/primary hospital diagnosis or by secondary hospital diagnosis with hip/femur procedure codes. Age-adjusted hip fracture incidence was calculated with 95% confidence intervals (CIs). Log-Poisson regression was used to determine fracture incidence …

Metabolic Adaptation To Consume Butyrate Under Prolonged Resource Exhaustion, Sophia Katz, Claudia Grajeda-Iglesias, Bella Agranovich, Alia Ghrayeb, Ifat Abramovich, Sabrin Hilau, Eyal Gottlieb, Ruth Hershberg

Faculty, Staff and Student Publications

Bacteria must often survive following the exhaustion of their external growth resources. Fitting with this need, many bacterial species that cannot sporulate, can enter a state known as long term stationary phase (LTSP) in which they can persist for years within spent media. Several recent studies have revealed the dynamics of genetic adaptation of Escherichia coli under LTSP. Yet, the metabolic consequences of such genetic adaptation were not addressed. Here, we characterized the metabolic changes LTSP populations experience, over the first 32 days under LTSP. This allowed us to link genetic adaptations observed in a convergent manner across LTSP populations …

It Is Better To Light A Candle Than To Curse The Darkness: Single-Cell Transcriptomics Sheds New Light On Pancreas Biology And Disease, Amelia T Cephas, William L Hwang, Anirban Maitra, Oren Parnas, Kathleen E Delgiorno

Faculty, Staff and Student Publications

Recent advances in single-cell RNA sequencing and bioinformatics have drastically increased our ability to interrogate the cellular composition of traditionally difficult to study organs, such as the pancreas. With the advent of these technologies and approaches, the field has grown, in just a few years, from profiling pancreas disease states to identifying molecular mechanisms of therapy resistance in pancreatic ductal adenocarcinoma, a particularly deadly cancer. Single-cell transcriptomics and related spatial approaches have identified previously undescribed epithelial and stromal cell types and states, how these populations change with disease progression, and potential mechanisms of action which will serve as the basis …

Causal Linkage Of Presence Of Mutant Npm1 To Efficacy Of Novel Therapeutic Agents Against Aml Cells With Mutant Npm1, Christopher P Mill, Warren Fiskus, Kaberi Das, John A Davis, Christine E Birdwell, Tapan M Kadia, Courtney D Dinardo, Naval Daver, Koichi Takahashi, Koji Sasaki, Gerard M Mcgeehan, Xinjia Ruan, Xiaoping Su, Sanam Loghavi, Hagop Kantarjian, Kapil N Bhalla

Faculty, Staff and Student Publications

In AML with NPM1 mutation causing cytoplasmic dislocation of NPM1, treatments with Menin inhibitor (MI) and standard AML chemotherapy yield complete remissions. However, the causal and mechanistic linkage of mtNPM1 to the efficacy of these agents has not been definitively established. Utilizing CRISPR-Cas9 editing to knockout (KO) or knock-in a copy of mtNPM1 in AML cells, present studies demonstrate that KO of mtNPM1 from AML cells abrogates sensitivity to MI, selinexor (exportin-1 inhibitor), and cytarabine. Conversely, the knock-in of a copy of mtNPM1 markedly sensitized AML cells to treatment with MI or cytarabine. Following AML therapy, most elderly patients with …

National Institutes Of Health Diversity Supplement Awards: Experience Of Radiation Oncology Principal Investigators And Trainees, Afua A Yorke, Michael K Rooney, Jillian Rigert, Amy C Moreno, Clifton D Fuller, Eric C Ford

Faculty, Staff and Student Publications

No abstract provided.

Adaptive Immunity In Genitourinary Cancers, Madhuri Koti, Trinity Bivalacqua, Peter C Black, Toni Cathomen, Matthew D Galsky, James L Gulley, Molly A Ingersoll, Ashish M Kamat, Wassim Kassouf, D Robert Siemens, Jianjun Gao

Faculty, Staff and Student Publications

Context: While urothelial and renal cell cancers have exhibited modest responses to novel immune checkpoint inhibitors targeting the programmed death ligand 1 and its receptor, response rates in patients with prostate cancer have remained poor. The factors underlying suboptimal outcomes observed in patients treated with novel immunotherapies are still to be resolved.

Objective: To review the literature and describe the key adaptive immune physiological events associated with cancer progression and therapeutic response in genitourinary (GU) cancers.

Evidence acquisition: We performed a nonsystematic, collaborative narrative review to highlight recent advancements leading to the current state of knowledge on the critical mediators …

Commentary: Sarcopenia Is Not Just Skeletal Muscle Loss, Akiko Tanaka, Anthony L Estrera

Faculty, Staff and Student Publications

No abstract provided.

Cest-Mri For Body Oncologic Imaging: Are We There Yet?, Elena Vinogradov, Jochen Keupp, Ivan E Dimitrov, Stephen Seiler, Ivan Pedrosa

Faculty, Staff and Student Publications

Chemical exchange saturation transfer (CEST) MRI has gained recognition as a valuable addition to the molecular imaging and quantitative biomarker arsenal, especially for characterization of brain tumors. There is also increasing interest in the use of CEST-MRI for applications beyond the brain. However, its translation to body oncology applications lags behind those in neuro-oncology. The slower migration of CEST-MRI to non-neurologic applications reflects the technical challenges inherent to imaging of the torso. In this review, we discuss the application of CEST-MRI to oncologic conditions of the breast and torso (i.e., body imaging), emphasizing the challenges and potential solutions to address …

2021 Aapm Equity, Diversity, And Inclusion Climate Survey Executive Summary, Kristi R G Hendrickson, Stephen M Avery, Richard Castillo, Laura Cervino, Ashley Cetnar, Nolan L Gagne, Wendy Harris, Amirh Johnson, Megan E Lipford, Nadia Octave, Kelly C Paradis, Angélica Pérez-Andújar, Surendra Prajapati, Julianne Pollard-Larkin

Faculty, Staff and Student Publications

Purpose: The American Association of Physicists in Medicine (AAPM) shares the results, conclusions, and recommendations from the initial Equity, Diversity, and Inclusion Climate Survey conducted in 2021.

Methods and materials: The climate survey targeted medical physicists who are full members of the AAPM and included demographic inquiries and questions intended to assess the working environmental climate in terms of a sense of belonging and inclusion, experiences of discrimination and harassment, and obstacles to participation within the AAPM. The survey invitation was sent to 5,500 members. Responses were collected from 1385 members (response rate of 25%) between January and February 2021. …

Survival Outcomes Of Patients With Mycosis Fungoides Involving The External Ear And Ear Canal, Alex J Wilkinson, Marc-Elie Nader, Dianna Roberts, Madeleine Duvic, Jillian R Gunther, Bouthaina S Dabaja, Paul W Gidley

Faculty, Staff and Student Publications

OBJECTIVES/HYPOTHESIS: Mycosis Fungoides (MF) is the most common subtype of cutaneous T-cell lymphoma. Disease involvement of specific locations may be more significant than simply the symptoms associated with that site; it is possible that involvement of certain sites could be associated with poor prognosis. We aimed to evaluate the outcomes of patients with MF with documented involvement of the EAC and external ear.

STUDY DESIGN: Retrospective analysis.

METHODS: We retrospectively reviewed 40 patients with MF that were treated by otologists between 2012 and 2021.

RESULTS: We report the largest series of patients with MF involving the external ear and EAC. …

Redox-Dependent Activation Of Lung Epithelial Stat3 Is Required For Inducible Protection Against Bacterial Pneumonia, Vikram V Kulkarni, Yongxing Wang, Jezreel Pantaleon Garcia, Scott E Evans

Faculty, Staff and Student Publications

The lung epithelium is dynamic, capable of considerable structural and functional plasticity in response to pathogen challenges. Our laboratory has demonstrated that an inhaled combination of a Toll-like receptor (TLR) 2/6 agonist and a TLR9 agonist (Pam2ODN) results in robust protection against otherwise lethal pneumonias. We have previously shown that intact epithelial TLR signaling and generation of multisource epithelial reactive oxygen species (ROS) are required for inducible protection. Further investigating the mechanisms underlying this phenomenon of inducible resistance, reverse-phase protein array analysis demonstrated robust STAT3 (signal transducer and activator of transcription 3) phosphorylation following treatment of lung epithelial cells. We …

A 3d Perfusable Platform For In Vitro Culture Of Patient Derived Xenografts, Lindsey K Sablatura, Kristin M Bircsak, Peter Shepherd, Madhavi Bathina, Karla Queiroz, Mary C Farach-Carson, Rick A Kittles, Pamela E Constantinou, Anthony Saleh, Nora M Navone, Daniel A Harrington

Faculty, Staff and Student Publications

Many advanced cancer models, such as patient-derived xenografts (PDXs), offer significant benefits in their preservation of the native tumor's heterogeneity and susceptibility to treatments, but face significant barriers to use in their reliance on a rodent host for propagation and screening. PDXs remain difficult to implement in vitro, particularly in configurations that enable both detailed cellular analysis and high-throughput screening (HTS). Complex multilineage co-cultures with stromal fibroblasts, endothelium, and other cellular and structural components of the tumor microenvironment (TME) further complicate ex vivo implementation. Herein, the culture of multiple prostate cancer (PCa)-derived PDX models as 3D clusters within engineered biomimetic …

Mitigating Membership Inference In Deep Survival Analyses With Differential Privacy, Liyue Fan, Luca Bonomi

Faculty, Staff and Student Publications

Deep neural networks have been increasingly integrated in healthcare applications to enable accurate predicative analyses. Sharing trained deep models not only facilitates knowledge integration in collaborative research efforts but also enables equitable access to computational intelligence. However, recent studies have shown that an adversary may leverage a shared model to learn the participation of a target individual in the training set. In this work, we investigate privacy-protecting model sharing for survival studies. Specifically, we pose three research questions. (1) Do deep survival models leak membership information? (2) How effective is differential privacy in defending against membership inference in deep survival …

Author Correction: Comprehensive Molecular Characterization Of Mitochondrial Genomes In Human Cancers, Yuan Yuan, Young Seok Ju, Youngwook Kim, Jun Li, Yumeng Wang, Christopher J Yoon, Yang Yang, Inigo Martincorena, Chad J Creighton, John N Weinstein, Yanxun Xu, Leng Han, Hyung-Lae Kim, Hidewaki Nakagawa, Keunchil Park, Peter J Campbell, Han Liang

Faculty, Staff and Student Publications

No abstract provided.

Author Correction: Pan-Cancer Analysis Of Whole Genomes Identifies Driver Rearrangements Promoted By Line-1 Retrotransposition, Bernardo Rodriguez-Martin, Eva G Alvarez, Adrian Baez-Ortega, Jorge Zamora, Fran Supek, Jonas Demeulemeester, Martin Santamarina, Young Seok Ju, Javier Temes, Daniel Garcia-Souto, Harald Detering, Yilong Li, Jorge Rodriguez-Castro, Ana Dueso-Barroso, Alicia L Bruzos, Stefan C Dentro, Miguel G Blanco, Gianmarco Contino, Daniel Ardeljan, Marta Tojo, Nicola D Roberts, Sonia Zumalave, Paul A Edwards, Joachim Weischenfeldt, Montserrat Puiggròs, Zechen Chong, Ken Chen, Eunjung Alice Lee, Jeremiah A Wala, Keiran M Raine, Adam Butler, Sebastian M Waszak, Fabio C P Navarro, Steven E Schumacher, Jean Monlong, Francesco Maura, Niccolo Bolli, Guillaume Bourque, Mark Gerstein, Peter J Park, David C Wedge, Rameen Beroukhim, David Torrents, Jan O Korbel, Iñigo Martincorena, Rebecca C Fitzgerald, Peter Van Loo, Haig H Kazazian, Kathleen H Burns, Cawg Structural Variation Working Group, Peter J Campbell, Jose M C Tubio, Pcawg Consortium

Faculty, Staff and Student Publications

No abstract provided.