Biomedical Informatics Commons^™

The Influence Of Obesity On Outcomes With Immune Checkpoint Blockade: Clinical Evidence And Potential Biological Mechanisms, Andrew W Hahn, Neha Venkatesh, Pavlos Msaouel, Jennifer L Mcquade

Faculty, Staff and Student Publications

Immune checkpoint blockade (ICB) is a mainstay of treatment for advanced cancer, yet tumor response and host toxicity are heterogenous in those patients who receive ICB. There is growing interest in understanding how host factors interact with tumor intrinsic properties and the tumor microenvironment to influence the therapeutic index with ICB. Obesity, defined by body mass index, is a host factor associated with improved outcomes in select cancers when treated with ICB. While the biological mechanism for this obesity paradox is not fully understood, pre-clinical and translational studies suggest obesity may potentially impact tumor metabolism, inflammation, and angiogenesis. Herein, we …

Correction: Microrna 603 Acts As A Tumor Suppressor And Inhibits Triple-Negative Breast Cancer Tumorigenesis By Targeting Elongation Factor 2 Kinase, Recep Bayraktar, Martin Pichler, Pinar Kanlikilicer, Cristina Ivan, Emine Bayraktar, Nermin Kahraman, Burcu Aslan, Serpil Oguztuzun, Mustafa Ulasli, Ahmet Arslan, George Calin, Gabriel Lopez-Berestein, Bulent Ozpolat

Faculty, Staff and Student Publications

No abstract provided.

Daily Fosfomycin Versus Levofloxacin For Complicated Urinary Tract Infections, Nadine Rouphael, Patricia Winokur, Michael C Keefer, Jessica Traenkner, Ana Drobeniuc, Yohei Doi, Sonal Munsiff, Vance G Fowler, Scott Evans, Randolph E Oler, Bonifride Tuyishimire, Marina Lee, Varduhi Ghazaryan, Henry F Chambers

Faculty, Staff and Student Publications

Concerns over resistance and safety have been identified in the current treatment regimen for complicated urinary tract infections. Fosfomycin is a drug that is routinely used for the treatment of uncomplicated cystitis. This study shows that fosfomycin could be an oral alternative as step-down therapy for the treatment of complicated urinary tract infections, with a clinical cure rate comparable to levofloxacin but a lower microbiological success rate 3 weeks from start of antibiotics.

The Uncharted Role Of Her2 Mutant Alleles In Breast Cancer, Rashi Kalra, Bora Lim, Matthew J Ellis, Shyam M Kavuri

Faculty, Staff and Student Publications

Somatic HER2 mutations are a novel class of therapeutic targets across different cancer types. Treatment with the tyrosine kinase inhibitor (TKI) neratinib as a single agent continues to be evaluated in HER2-mutant metastatic disease. However, responses are heterogeneous, with frequent early progression. Herein, we discuss the under-explored effects of individual HER2 mutant alleles on therapeutic response, a role for HER2 mutation in metastatic propensity, and differences in patient outcomes in ER+ invasive lobular carcinoma (ILC) versus invasive ductal carcinoma (IDC). The preclinical efficacy of additional agents is also discussed, particularly the pan-HER inhibitor poziotinib.

Sdc1 And Itga2 As Novel Prognostic Biomarkers For Pdac Related To Ipmn, Chuan-Long Zhang, Qian Shen, Fu-Dong Liu, Fan Yang, Meng-Qi Gao, Xiao-Chen Jiang, Yi Li, Xi-Yuan Zhang, Ge-Er En, Xue Pan, Bo Pang

Faculty, Staff and Student Publications

The existing biomarkers are insufficient for predicting the prognosis of pancreatic ductal adenocarcinoma (PDAC). Intraductal papillary mucinous neoplasm (IPMN) is a precursor to PDAC; therefore, identifying biomarkers from differentially expressed genes (DEGs) of PDAC and IPMN is a new and reliable strategy for predicting the prognosis of PDAC. In this study, four datasets were downloaded from the Gene Expression Omnibus database and standardized using the R package 'limma.' A total of 51 IPMN and 81 PDAC samples were analyzed, and 341 DEGs in PDAC and IPMN were identified; DEGs were involved in the extracellular matrix and tumor microenvironment. An acceptable …

Association Of Dcis Size And Margin Status With Risk Of Developing Breast Cancer Post-Treatment: Multinational, Pooled Cohort Study, Renée S J M Schmitz, Alexandra W Van Den Belt-Dusebout, Karen Clements, Yi Ren, Chiara Cresta, Jasmine Timbres, Yat-Hee Liu, Danalyn Byng, Thomas Lynch, Brian A Menegaz, Deborah Collyar, Terry Hyslop, Samantha Thomas, Jason K Love, Michael Schaapveld, Proteeti Bhattacharjee, Marc D Ryser, Elinor Sawyer, E Shelley Hwang, Alastair Thompson, Jelle Wesseling, Esther H Lips, Marjanka K Schmidt

Faculty, Staff and Student Publications

OBJECTIVE: To examine the association between size and margin status of ductal carcinoma in situ (DCIS) and risk of developing ipsilateral invasive breast cancer and ipsilateral DCIS after treatment, and stage and subtype of ipsilateral invasive breast cancer.

DESIGN: Multinational, pooled cohort study.

SETTING: Four large international cohorts.

PARTICIPANTS: Patient level data on 47 695 women with a diagnosis of pure, primary DCIS between 1999 and 2017 in the Netherlands, UK, and US who underwent surgery, either breast conserving or mastectomy, often followed by radiotherapy or endocrine treatment, or both.

MAIN OUTCOME MEASURES: The main outcomes were 10 year cumulative …

Recent Advances In The Synthesis And Antioxidant Activity Of Low Molecular Mass Organoselenium Molecules, João M Anghinoni, Paloma T Birmann, Marcia J Da Rocha, Caroline S Gomes, Michael J Davies, César A Brüning, Lucielli Savegnago, Eder J Lenardão

Faculty, Staff and Student Publications

Selenium is an essential trace element in living organisms, and is present in selenoenzymes with antioxidant activity, like glutathione peroxidase (GPx) and thioredoxin reductase (TrxR). The search for small selenium-containing molecules that mimic selenoenzymes is a strong field of research in organic and medicinal chemistry. In this review, we review the synthesis and bioassays of new and known organoselenium compounds with antioxidant activity, covering the last five years. A detailed description of the synthetic procedures and the performed in vitro and in vivo bioassays is presented, highlighting the most active compounds in each series.

Enolase Inhibitors As Early Lead Therapeutics Against Trypanosoma Brucei, Colm P Roster, Danielle Lavigne, Jillian E Milanes, Emily Knight, Heidi D Anderson, Sabrina Pizarro, Elijah M Harding, Meredith T Morris, Victoria C Yan, Cong-Dat Pham, Florian Muller, Samuel Kwain, Kerrick C Rees, Brian Dominy, Daniel C Whitehead, Md Nasir Uddin, Steven W Millward, James C Morris

Faculty, Staff and Student Publications

Glucose metabolism is critical for the African trypanosome, Trypanosoma brucei, serving as the lone source of ATP production for the bloodstream form (BSF) parasite in the glucose-rich environment of the host blood. Recently, phosphonate inhibitors of human enolase (ENO), the enzyme responsible for the interconversion of 2-phosphoglycerate (2-PG) to phosphoenolpyruvate (PEP) in glycolysis or PEP to 2-PG in gluconeogenesis, have been developed for the treatment of glioblastoma multiforme (GBM). Here, we have tested these agents against T. brucei ENO (TbENO) and found the compounds to be potent enzyme inhibitors and trypanocides. For example, (1-hydroxy-2-oxopyrrolidin-3-yl) phosphonic acid (deoxy-SF2312) …

The Lin28b/Wnt5a Axis Drives Pancreas Cancer Through Crosstalk Between Cancer Associated Fibroblasts And Tumor Epithelium, Zhaoqi Shu, Minghe Fan, Bo Tu, Zhiheng Tang, Haojie Wang, Haimeng Li, Hengchao Li, Meng Yuan, Jingru Bai, Sihan Huo, Lina Wang, Wei-Guo Zhu, Wei Wang, Xiaoyun Liu, Shaokun Shu, Ying Zhao

Faculty, Staff and Student Publications

Bidirectional signal transduction between tumor epithelial cells and tumor microenvironment (TME) is important for tumor development. Here we show that Lin28b/let-7 pathway is indispensable for modulating the expression of Wnt5a in tumor epithelium, which could be secreted and then up-regulates Lin28b in cancer-associated fibroblasts (CAFs). Moreover, we demonstrate that Lin28b in CAFs promoted growth of PDAC by inducing cytokine PCSK9's production. Using an orthotopic mouse model of PDAC, we find that depletion of Lin28b in CAFs reduced tumor weight, highlighting the importance of Lin28b in PDAC stroma. Thus, our study shows that the Lin28b-Wnt5a axis plays a critical role in …

Neuroprotective Agents With Therapeutic Potential For Covid-19, César A Zaa, Clara Espitia, Karen L Reyes-Barrera, Zhiqiang An, Marco A Velasco-Velázquez

Faculty, Staff and Student Publications

COVID-19 patients can exhibit a wide range of clinical manifestations affecting various organs and systems. Neurological symptoms have been reported in COVID-19 patients, both during the acute phase of the illness and in cases of long-term COVID. Moderate symptoms include ageusia, anosmia, altered mental status, and cognitive impairment, and in more severe cases can manifest as ischemic cerebrovascular disease and encephalitis. In this narrative review, we delve into the reported neurological symptoms associated with COVID-19, as well as the underlying mechanisms contributing to them. These mechanisms include direct damage to neurons, inflammation, oxidative stress, and protein misfolding. We further investigate …

Irf1 Regulates Self-Renewal And Stress Responsiveness To Support Hematopoietic Stem Cell Maintenance, Alexandra J S Rundberg Nilsson, Hongxu Xian, Shabnam Shalapour, Jörg Cammenga, Michael Karin

Faculty, Staff and Student Publications

Hematopoietic stem cells (HSCs) are tightly controlled to maintain a balance between blood cell production and self-renewal. While inflammation-related signaling is a critical regulator of HSC activity, the underlying mechanisms and the precise functions of specific factors under steady-state and stress conditions remain incompletely understood. We investigated the role of interferon regulatory factor 1 (IRF1), a transcription factor that is affected by multiple inflammatory stimuli, in HSC regulation. Our findings demonstrate that the loss of IRF1 from mouse HSCs significantly impairs self-renewal, increases stress-induced proliferation, and confers resistance to apoptosis. In addition, given the frequent abnormal expression of IRF1 in …

Optimization Of Pore Characteristics Of Graphite-Based Anode For Li-Ion Batteries By Control Of The Particle Size Distribution, Yun-Jeong Choi, Young-Seak Lee, Ji-Hong Kim, Ji-Sun Im

Faculty, Staff and Student Publications

We investigate the reassembly techniques for utilizing fine graphite particles, smaller than 5 µm, as high-efficiency, high-rate anode materials for lithium-ion batteries. Fine graphite particles of two sizes (0.4-1.2 µm and 5 µm) are utilized, and the mixing ratio of the two particles is varied to control the porosity of the assembled graphite. The packing characteristics of the assembled graphite change based on the mixing ratio of the two types of fine graphite particles, forming assembled graphite with varying porosities. The open porosity of the manufactured assembled graphite samples ranges from 0.94% to 3.55%, while the closed porosity ranges from …

Bayesian Parametric Models For Survival Prediction In Medical Applications, Iwan Paolucci, Yuan-Mao Lin, Jessica Albuquerque Marques Silva, Kristy K Brock, Bruno C Odisio

Faculty, Staff and Student Publications

Background: Evidence-based treatment decisions in medicine are made founded on population-level evidence obtained during randomized clinical trials. In an era of personalized medicine, these decisions should be based on the predicted benefit of a treatment on a patient-level. Survival prediction models play a central role as they incorporate the time-to-event and censoring. In medical applications uncertainty is critical especially when treatments differ in their side effect profiles or costs. Additionally, models must be adapted to local populations without diminishing performance and often without the original training data available due to privacy concern. Both points are supported by Bayesian models-yet they …

Phenotypic Maps For Precision Medicine: A Promising Systems Biology Tool For Assessing Therapy Response And Resistance At A Personalized Level, Sayantan Bhattacharyya, Shafqat F Ehsan, Loukia G Karacosta

Faculty, Staff and Student Publications

In this perspective we discuss how tumor heterogeneity and therapy resistance necessitate a focus on more personalized approaches, prompting a shift toward precision medicine. At the heart of the shift towards personalized medicine, omics-driven systems biology becomes a driving force as it leverages high-throughput technologies and novel bioinformatics tools. These enable the creation of systems-based maps, providing a comprehensive view of individual tumor's functional plasticity. We highlight the innovative PHENOSTAMP program, which leverages high-dimensional data to construct a visually intuitive and user-friendly map. This map was created to encapsulate complex transitional states in cancer cells, such as Epithelial-Mesenchymal Transition (EMT) …

Decoding Meningioma Heterogeneity And Neoplastic Cell-Macrophage Interaction Through Single-Cell Transcriptome Profiling Across Pathological Grades, Hailang Fan, Lairong Song, Jian Fan, Junpeng Ma, Xiaojie Li, Junting Zhang, Jian Hu, Zhen Wu, Dake Zhang, Liang Wang

Faculty, Staff and Student Publications

Background: Analyzing meningioma of distinct pathological types at the single-cell level can provide new and valuable insights into the specific biological mechanisms of each cellular subpopulation, as well as their vital interplay within the tumor microenvironment.

Methods: We recruited patients diagnosed with four distinct types of meningioma and performed single-cell RNA sequencing on their tumor samples, concurrently analyzing a publicly available dataset for comparison. Next, we separated the cells into discrete clusters and identified their unique identities. Using pseudotime analysis, we demonstrated cellular differentiation and dynamics. To investigate biological function, we employed weighted gene co-expression network analysis, gene regulatory network, …

Identification Of Chronic Wasting Disease Prions In Decaying Tongue Tissues From Exhumed White-Tailed Deer, Paulina Soto, Francisca Bravo-Risi, Rebeca Benavente, Stuart Lichtenberg, Mitch Lockwood, J Hunter Reed, Rodrigo Morales

Faculty, Staff and Student Publications

Chronic wasting disease (CWD) prions cause fatal neuropathies in farmed and free-ranging cervids. The deposition of prions in natural and humanmade environmental components has been implicated as a major mechanism mediating CWD spread in wild and captive populations. Prions can be deposited in the environment through excreta, tissues, and carcasses from pre-clinical and clinical animals. Furthermore, burial of CWD-positive animals may reduce but not completely mitigate prion spread from carcasses into the surrounding environment. Here, we analyzed exhumed, decaying deer carcasses for the presence of CWD prions. By analyzing tongue tissues through the protein misfolding cyclic amplification (PMCA) technique, we …

Uracil-Dna Glycosylase Of Murine Gammaherpesvirus 68 Binds Cognate Viral Replication Factors Independently Of Its Catalytic Residues, Kyle R Smith, Somnath Paul, Qiwen Dong, Orchi Anannya, Darby G Oldenburg, J Craig Forrest, Kevin M Mcbride, Laurie T Krug

Faculty, Staff and Student Publications

Herpesviruses are large double-stranded DNA viruses that encode core replication proteins and accessory factors involved in nucleotide metabolism and DNA repair. Mammalian uracil-DNA glycosylases (UNG) excise deleterious uracil residues from their genomic DNA. Each herpesvirus UNG studied to date has demonstrated conservation of the enzymatic function to excise uracil residues from DNA. We previously reported that a murine gammaherpesvirus (MHV68) with a stop codon in ORF46 (ORF46.stop) that encodes for vUNG was defective in lytic replication and latency in vivo. However, a mutant virus that expressed a catalytically inactive vUNG (ORF46.CM) had no replication defect unless coupled with additional …

Somatic Mutational Landscape Of Hereditary Hematopoietic Malignancies Caused By Germline Variants In Runx1, Gata2, And Ddx41, Claire C Homan, Michael W Drazer, Kai Yu, David M Lawrence, Jinghua Feng, Luis Arriola-Martinez, Matthew J Pozsgai, Kelsey E Mcneely, Thuong Ha, Parvathy Venugopal, Peer Arts, Sarah L King-Smith, Jesse Cheah, Mark Armstrong, Paul Wang, Csaba Bödör, Alan B Cantor, Mario Cazzola, Erin Degelman, Courtney D Dinardo, Nicolas Duployez, Remi Favier, Stefan Fröhling, Ana Rio-Machin, Jeffery M Klco, Alwin Krämer, Mineo Kurokawa, Joanne Lee, Luca Malcovati, Neil V Morgan, Georges Natsoulis, Carolyn Owen, Keyur P Patel, Claude Preudhomme, Hana Raslova, Hugh Rienhoff, Tim Ripperger, Rachael Schulte, Kiran Tawana, Elvira Velloso, Benedict Yan, Erika Kim, Raman Sood, Amy P Hsu, Steven M Holland, Kerry Phillips, Nicola K Poplawski, Milena Babic, Andrew H Wei, Cecily Forsyth, Helen Mar Fan, Ian D Lewis, Julian Cooney, Rachel Susman, Lucy C Fox, Piers Blombery, Deepak Singhal, Devendra Hiwase, Belinda Phipson, Andreas W Schreiber, Christopher N Hahn, Hamish S Scott, Paul Liu, Lucy A Godley, Anna L Brown, Nisc Comparative Sequencing Program

Faculty, Staff and Student Publications

Individuals with germ line variants associated with hereditary hematopoietic malignancies (HHMs) have a highly variable risk for leukemogenesis. Gaps in our understanding of premalignant states in HHMs have hampered efforts to design effective clinical surveillance programs, provide personalized preemptive treatments, and inform appropriate counseling for patients. We used the largest known comparative international cohort of germline RUNX1, GATA2, or DDX41 variant carriers without and with hematopoietic malignancies (HMs) to identify patterns of genetic drivers that are unique to each HHM syndrome before and after leukemogenesis. These patterns included striking heterogeneity in rates of early-onset clonal hematopoiesis (CH), with a high …

White Matter Integrity Abnormalities In Healthy Overweight Individuals Revealed By Whole Brain Meta-Analysis Of Diffusion Tensor Imaging Studies, Xiaodong Cheng, Wenchang Wang, Chen Sun, Yana Sun, Cong Zhou

Faculty, Staff and Student Publications

OBJECTIVE: This study aimed to conduct a coordinate-based meta-analysis (CBMA) to investigate white matter (WM) abnormalities in healthy individuals with overweight or obesity.

METHODS: A systematic literature search using Web of Science and PubMed datasets was performed. Original investigations that used diffusion tensor imaging (DTI) to explore fractional anisotropy (FA) differences between healthy overweight/obese individuals and normal weight controls were collected. The meta-analysis was conducted using the seed-based

RESULTS: The analysis included five studies comprising 232 overweight/obese individuals and 219 healthy normal weight controls. The findings showed that overweight/obese individuals exhibited reduced fractional anisotropy (FA) in specific regions, namely, the …

Mutual-Information Based Optimal Experimental Design For Hyperpolarized [Formula: See Text]C-Pyruvate Mri, Prashant K Jha, Christopher Walker, Drew Mitchell, J Tinsley Oden, Dawid Schellingerhout, James A Bankson, David T Fuentes

Faculty, Staff and Student Publications

A key parameter of interest recovered from hyperpolarized (HP) MRI measurements is the apparent pyruvate-to-lactate exchange rate, [Formula: see text], for measuring tumor metabolism. This manuscript presents an information-theory-based optimal experimental design approach that minimizes the uncertainty in the rate parameter, [Formula: see text], recovered from HP-MRI measurements. Mutual information is employed to measure the information content of the HP measurements with respect to the first-order exchange kinetics of the pyruvate conversion to lactate. Flip angles of the pulse sequence acquisition are optimized with respect to the mutual information. A time-varying flip angle scheme leads to a higher parameter optimization …

Dual Targeted Extracellular Vesicles Regulate Oncogenic Genes In Advanced Pancreatic Cancer, Chi-Ling Chiang, Yifan Ma, Ya-Chin Hou, Junjie Pan, Sin-Yu Chen, Ming-Hsien Chien, Zhi-Xuan Zhang, Wei-Hsiang Hsu, Xinyu Wang, Jingjing Zhang, Hong Li, Lili Sun, Shannon Fallen, Inyoul Lee, Xing-Yu Chen, Yeh-Shiu Chu, Chi Zhang, Tai-Shan Cheng, Wen Jiang, Betty Y S Kim, Eduardo Reategui, Robert Lee, Yuan Yuan, Hsiao-Chun Liu, Kai Wang, Michael Hsiao, Chi-Ying F Huang, Yan-Shen Shan, Andrew S Lee, L James Lee

Faculty, Staff and Student Publications

Pancreatic ductal adenocarcinoma (PDAC) tumours carry multiple gene mutations and respond poorly to treatments. There is currently an unmet need for drug carriers that can deliver multiple gene cargoes to target high solid tumour burden like PDAC. Here, we report a dual targeted extracellular vesicle (dtEV) carrying high loads of therapeutic RNA that effectively suppresses large PDAC tumours in mice. The EV surface contains a CD64 protein that has a tissue targeting peptide and a humanized monoclonal antibody. Cells sequentially transfected with plasmid DNAs encoding for the RNA and protein of interest by Transwell®-based asymmetric cell electroporation release abundant targeted …

Re-Stratification Of Patients With Copy-Number Low Endometrial Cancer By Clinicopathological Characteristics, Li Liwei, Li He, Dai Yibo, Zhao Luyang, Shen Zhihui, Kang Nan, Shen Danhua, Wang Junzhu, Wang Zhiqi, Wang Jianliu

Faculty, Staff and Student Publications

Objective: To stratify patients with copy-number low (CNL) endometrial cancer (EC) by clinicopathological characteristics.

Methods: EC patients who underwent surgery between June 2018 and June 2022 at Peking University People's Hospital were included and further classified according to TCGA molecular subtyping: POLE ultramutated, microsatellite instability high (MSI-H), CNL, and copy-number high (CNH). Clinicopathological characteristics and prognosis of CNL patients were retrospectively reviewed. The Cox proportional hazards regression model was applied to perform univariate and multivariate analysis, and independent risk factors were identified. Differentially expressed genes (DEGs) according to overall survival (OS) were screened based on the transcriptome of CNL cases …

Age-Associated Spinal Stenosis In The Turquoise Killifish, Su-Hyeon Cho, Seongsin Lee, Jae-Il Park, Yoon La Yang, Song-Rae Kim, Juhee Ahn, Hoibin Jeong, Hye-Yeon Jung, Nayoung Gwak, Kil-Nam Kim, Yumi Kim

Faculty, Staff and Student Publications

Aging triggers spinal degeneration, including common spinal stenosis, which causes back and leg pain in older individuals, significantly impacting their quality of life. Here, we explored aging traits in turquoise killifish spines, potentially offering a model for age-linked spinal stenosis in humans. Aged turquoise killifish exhibited body shape deformation and increased vertebral collapse, which was further accelerated by spawning. High-resolution CT scans revealed suppressed cortical bone thickness and hemal arch area in vertebrae due to spawning, and osteophyte formation was observed in both aged and breeding fish populations. Scale mineralization mirrored these changes, increasing with age but being suppressed by …

Actinide-Lanthanide Single Electron Metal-Metal Bond Formed In Mixed-Valence Di-Metallofullerenes, Yingjing Yan, Laura Abella, Rong Sun, Yu-Hui Fang, Yannick Roselló, Yi Shen, Meihe Jin, Antonio Rodríguez-Fortea, Coen De Graaf, Qingyu Meng, Yang-Rong Yao, Luis Echegoyen, Bing-Wu Wang, Song Gao, Josep M Poblet, Ning Chen

Faculty, Staff and Student Publications

Understanding metal-metal bonding involving f-block elements has been a challenging goal in chemistry. Here we report a series of mixed-valence di-metallofullerenes, ThDy@C2n (2n = 72, 76, 78, and 80) and ThY@C2n (2n = 72 and 78), which feature single electron actinide-lanthanide metal-metal bonds, characterized by structural, spectroscopic and computational methods. Crystallographic characterization unambiguously confirmed that Th and Y or Dy are encapsulated inside variably sized fullerene carbon cages. The ESR study of ThY@D3h(5)-C78 shows a doublet as expected for an unpaired electron interacting with Y, and a SQUID magnetometric study of ThDy@ …

Restructuring And Serving Web-Accessible Streamflow Data From The Noaa National Water Model Historic Simulations, J Michael Johnson, David L Blodgett, Keith C Clarke, Jon Pollak

Faculty, Staff and Student Publications

In 2016, the National Oceanic and Atmospheric Administration deployed the first iteration of an operational National Water Model (NWM) to forecast the water cycle in the continental United States. With many versions, an hourly, multi-decadal historic simulation is made available to the public. In all released to date, the files containing simulated streamflow contain a snapshot of model conditions across the entire domain for a single timestep which makes accessing time series a technical and resource-intensive challenge. In the most recent release, extracting a complete streamflow time series for a single location requires managing 367,920 files (~16.2 TB). In this …

Focalizing Regions Of Biomarker Relevance Facilitates Biomarker Prediction On Histopathological Images, Jiefeng Gan, Hanchen Wang, Hui Yu, Zitong He, Wenjuan Zhang, Ke Ma, Lianghui Zhu, Yutong Bai, Zongwei Zhou, Alan Yullie, Xiang Bai, Mingwei Wang, Dehua Yang, Yanyan Chen, Guoan Chen, Joan Lasenby, Chao Cheng, Jia Wu, Jianjun Zhang, Xinggang Wang, Yaobing Chen, Guoping Wang, Tian Xia

Faculty, Staff and Student Publications

Image-based AI has thrived as a potentially revolutionary tool for predicting molecular biomarker statuses, which aids in categorizing patients for appropriate medical treatments. However, many methods using hematoxylin and eosin-stained (H&E) whole-slide images (WSIs) have been found to be inefficient because of the presence of numerous uninformative or irrelevant image patches. In this study, we introduced the region of biomarker relevance (ROB) concept to identify the morphological areas most closely associated with biomarkers for accurate status prediction. We actualized this concept within a framework called saliency ROB search (SRS) to enable efficient and effective predictions. By evaluating various lung adenocarcinoma …

Adaptive Design Of Mrna-Loaded Extracellular Vesicles For Targeted Immunotherapy Of Cancer, Shiyan Dong, Xuan Liu, Ye Bi, Yifan Wang, Abin Antony, Daeyong Lee, Kristin Huntoon, Seongdong Jeong, Yifan Ma, Xuefeng Li, Weiye Deng, Benjamin R Schrank, Adam J Grippin, Jonghoon Ha, Minjeong Kang, Mengyu Chang, Yarong Zhao, Rongze Sun, Xiangshi Sun, Jie Yang, Jiayi Chen, Sarah K Tang, L James Lee, Andrew S Lee, Lirong Teng, Shengnian Wang, Lesheng Teng, Betty Y S Kim, Zhaogang Yang, Wen Jiang

Faculty, Staff and Student Publications

The recent success of mRNA therapeutics against pathogenic infections has increased interest in their use for other human diseases including cancer. However, the precise delivery of the genetic cargo to cells and tissues of interest remains challenging. Here, we show an adaptive strategy that enables the docking of different targeting ligands onto the surface of mRNA-loaded small extracellular vesicles (sEVs). This is achieved by using a microfluidic electroporation approach in which a combination of nano- and milli-second pulses produces large amounts of IFN-γ mRNA-loaded sEVs with CD64 overexpressed on their surface. The CD64 molecule serves as an adaptor to dock …

Braf D594a Mutation Defines A Unique Biological And Immuno-Modulatory Subgroup Associated With Functional Cd8+ T Cell Infiltration In Colorectal Cancer, Wenjing Li, Chenyi Zhao, Wenhui Li, Yang Gong, Kaili Ma, Yujie Lu, Xiaowei Liu, Lianjun Zhang, Feng Guo

Faculty, Staff and Student Publications

BACKGROUND: BRAF non-V600 mutation occupies a relatively small but critical subset in colorectal cancer (CRC). However, little is known about the biological functions and impacts of BRAF class III mutation in CRC. Here, we aim to explore how D594A mutation impacts on biological behaviors and immune related signatures in murine CRC cells.

METHODS: BRAF V600E (class I), G469V (class II) and D594A (class III) mutant cell lines were established based on MC38 cells. The biological behaviors of cells were evaluated in respect of cell growth, cell proliferation, cell apoptosis, cell migration and invasion by the methods of colony-forming assay, CCK-8 …

Impairment Of Serine Transport Across The Blood-Brain Barrier By Deletion Of Slc38a5 Causes Developmental Delay And Motor Dysfunction, Inna Radzishevsky, Maali Odeh, Oded Bodner, Salman Zubedat, Lihi Shaulov, Maxim Litvak, Kayoko Esaki, Takeo Yoshikawa, Bella Agranovich, Wen-Hong Li, Alex Radzishevsky, Eyal Gottlieb, Avi Avital, Herman Wolosker

Faculty, Staff and Student Publications

Brain L-serine is critical for neurodevelopment and is thought to be synthesized solely from glucose. In contrast, we found that the influx of L-serine across the blood-brain barrier (BBB) is essential for brain development. We identified the endothelial Slc38a5, previously thought to be a glutamine transporter, as an L-serine transporter expressed at the BBB in early postnatal life. Young Slc38a5 knockout (KO) mice exhibit developmental alterations and a decrease in brain L-serine and D-serine, without changes in serum or liver amino acids. Slc38a5-KO brains exhibit accumulation of neurotoxic deoxysphingolipids, synaptic and mitochondrial abnormalities, and decreased neurogenesis at the dentate gyrus. …

Oncolytic Virus M1 Functions As A Bifunctional Checkpoint Inhibitor To Enhance The Antitumor Activity Of Dc Vaccine, Jia Dan, Jing Cai, Yingqian Zhong, Chaoqun Wang, Shanyu Huang, Ying Zeng, Zhen Fan, Cuiying Xu, Linyi Hu, Jiayu Zhang, Jun Hu, Ying Liu, Xingwen Su, Wenbo Zhu, Guangmei Yan, Jiankai Liang, Yuan Lin

Faculty, Staff and Student Publications

Although promising, dendritic cell (DC) vaccines still provide limited clinical benefits, mainly due to the immunosuppressive tumor microenvironment (TME) and the lack of tumor-associated antigens (TAAs). Oncolytic virus therapy is an ideal strategy to overcome immunosuppression and expose TAAs; therefore, they may work synergistically with DC vaccines. In this study, we demonstrate that oncolytic virus M1 (OVM) can enhance the antitumor effects of DC vaccines across diverse syngeneic mouse tumor models by increasing the infiltration of CD8+ effector T cells in the TME. Mechanically, we show that tumor cells counteract DC vaccines through the SIRPα-CD47 immune checkpoint, while OVM can …