Medical Sciences Commons^™

Hes V2.0 Validation And Performance Compared To Galad And Asap In The Heds Cohort, Hashem B El-Serag, Camden Lopez, Michelle Luster, K Rajender Reddy, Neehar Parikh, Amit G Singal, Jorge A Marrero, Aaron P Thrift, Jagpreet Chhatwal, Ziding Feng, Stephanie Page-Lester, Qingchun Jin, Nabihah Tayob, Fasiha Kanwal

Faculty, Staff and Students Publications

Background & aims: We previously developed HES V2.0, a biomarker panel (age, ALT, platelets, etiology, AFP, AFP-L3, DCP, and their 1-year gradients) for early detection of hepatocellular carcinoma (HCC) among patients with cirrhosis. We externally validated HES V2.0 and compared its performance with HES V1.0, GALAD, and ASAP.

Methods: We conducted a PRoBE (prospective specimen-collection, retrospective blinded-evaluation) cohort study in the HEDS (Hepatocellular Carcinoma Early Detection Strategy) cohort of 1,485 patients with cirrhosis, of whom 119 developed HCC. Patient- and test-level true positive rates (TPR) for HCC were calculated at 6, 12, and 24 months before diagnosis, using thresholds at …

Validation Of Longitudinal Biomarker Screening Algorithms For Hcc Detection In Patients With Cirrhosis, Amit G Singal, Qingchun Jin, Jorge Marrero, Neehar D Parikh, Anna S Lok, Camden Lopez, Stephanie Page-Lester, Lewis R Roberts, Rajender Reddy, Michelle Luster, Saira Khaderi, Sumeet K Asrani, Hashem B El-Serag, Fasiha Kanwal, Ziding Feng, Nabihah Tayob

Faculty, Staff and Students Publications

Background: Blood-based biomarker panels, including GALAD, have been proposed as an alternative to abdominal ultrasound for hepatocellular carcinoma (HCC) surveillance. Studies suggest longitudinal evaluation of biomarkers can improve test performance; however, no large studies have validated these findings.

Methods: We leveraged the HCC Early Detection Strategy (HEDS) study (n=1019 patients with cirrhosis; 99 incident HCC) and Texas HCC Consortium (THCCC) (n=2345 patients with cirrhosis; 126 incident HCC) to compare the performance of fixed-threshold GALAD (cutoff of -1.36), and 4 longitudinal algorithms: longitudinal GALAD, PALAD, mFB-ALAD, and mPEB-ALAD. The HEDS cohort was used to derive longitudinal algorithms, and external validation was …

The Evolving Therapeutic Landscape Of Pcsk9 Inhibition, Brett S Mansfield, Yakubu Bene-Alhasan, Christie M Ballantyne, Frederick J Raal

Faculty, Staff and Students Publications

Cardiovascular disease remains the leading cause of death worldwide with low density lipoprotein being a major, yet modifiable, risk factor. Proprotein convertase subtilisin/kexin type 9 (PCSK9) plays a central role in regulating low density lipoprotein (LDL) receptor expression. Naturally occurring loss-of-function variants in the PCSK9 gene result in lifelong lower LDL cholesterol (LDL-C) levels and significantly lower risk of atherosclerotic cardiovascular disease (ASCVD), providing strong genetic validation of PCSK9 as a therapeutic target. This insight has driven the development of therapies directed at PCSK9 for the management of hypercholesterolaemia, particularly in patients who fail to meet LDL-C targets despite maximally …

Linkage Disequilibrium Score Regression Identifies Genetic Correlations Between Hepatocellular Carcinoma And Clinically Relevant Traits, Younghun Han, Vikram R Shaw, Jinyoung Byun, Aaron P Thrift, Catherine Zhu, Donghui Li, Rikita I Hatia, Robin Kate Kelley, Sean P Cleary, Anna S Lok, Paige M Bracci, Jennifer B Permuth, Roxana Bucur, Jennifer Knox, Jian-Min Yuan, Amit G Singal, Prasun K Jalal, R Mark Ghobrial, Yuko Kono, Dimpy P Shah, Mindie H Nguyen, Neehar D Parikh, Richard Kim, Hui-Chen Wu, Hashem El-Serag, Ping Chang, Yun Shin Chun, Jian Gu, Chad Huff, Asif Rashid, Lu-Yu Hwang, Alison P Klein, Saira A Khaderi, Ahmed O Kaseb, Kathrine A Mcglynn, Lewis R Roberts, Manal M Hassan, Christopher I Amos

Faculty, Staff and Students Publications

Hepatocellular carcinoma (HCC) mortality is increasing globally, partly due to the growing prevalence of nonviral liver diseases. Genome-wide association studies (GWAS) have identified genetic variants associated with HCC development. Leveraging GWAS summary statistics and linkage disequilibrium score regression (LDSR), we investigated disease co-development with hepatitis C virus-negative (HCV-negative) HCC to provide unique insights into HCC etiology and prioritize relationships for further causal inquiry. We utilized the LDSR statistical framework to estimate the genetic correlation and heritability between HCV-negative HCC with 901 epidemiologic, behavioral, and clinical traits from the United Kingdom Biobank (UKBB). First, we set the threshold for observed scale …

Proteomic Signatures Of Cardiac Dysfunction Among People With Diabetes: The Atherosclerosis Risk In Communities Study, Justin B Echouffo-Tcheugui, Chiadi E Ndumele, Jingsha Chen, Mary R Rooney, Keenan A Walker, Pascal Schlosser, Kuni Matsushita, Morgan E Grams, Christie C Ballantyne, Ron C Hoogeveen, Eric Boerwinkle, Bing Yu, Amil M Shah, Ruth F Dubin, Rajat Deo, Yue Ren, Jerome I Rotter, Kent D Taylor, Wendy S Post, Peter Ganz, Elizabeth Selvin, Josef Coresh

Faculty, Staff and Students Publications

Background: To investigate the proteomic signatures of heart failure (HF) in diabetes. The underlying mechanisms of the elevated risk of HF in diabetes are unknown.

Methods: In 10 189 ARIC study (Atherosclerosis Risk in Communities) participants free of HF (mean age 57±7 years, 56% women, 22% Black adults, 14% with diabetes), we conducted discovery and internal validation for the associations of 4955 plasma proteins with HF by diabetes status. We performed (1) Cox regression to identify proteins associated with HF by diabetes status, (2) external validation in the MESA study (Multi-Ethnic Study of Atherosclerosis, n=5233, 633 with diabetes), and (3) …

From Wrist Data To Lifespan: Elucidating Inflammation-Driven Biological Aging Via Activity Rhythms Captured By Wearable Devices, Jinjoo Shim, Faraz Bishehsari, Mahboobeh Mahdavinia, Jamie M Zeitzer, Elgar Fleisch, Filipe Barata

Faculty, Staff and Student Publications

Systemic inflammation ("inflammaging") accelerates biological aging and drives cardiovascular, metabolic, and neurodegenerative disease. Circadian rhythms regulate the amplitude and timing of immune responses, yet their mechanistic role in inflammation and longevity remains unexplored. In 62,000 adults with 7-day wearable accelerometry, interpretable machine learning model identified rhythm amplitude, stability, and moderate-to-vigorous physical activity (MVPA) as dominant predictors of accelerated aging. In a subset of 1521 participants (35% male) with available data on the systemic immune-inflammation index (SII), we further examined the associations between behavioral rhythmicity and inflammation. Low amplitude and poor rhythm stability were associated with 0.31 and 0.18 SD higher …

Novel Csf Biomarkers For Facilitating Diagnosis Of Cns-Hlh From Other Neuroinflammatory Disorders, Sharat Chandra, Kenneth D Greis, Somchai Chutipongtanate, Nathan Luebbering, Aaron Webster, Kelsey E Poisson, Kristen S Fisher, Kristi Smiley, Rebecca A Marsh, Michael B Jordan, Stella M Davies

Faculty, Staff and Students Publications

Central nervous system (CNS)-hemophagocytic lymphohistiocytosis (HLH) can mimic other neuroinflammatory disorders (ONID), often leading to misdiagnosis. Current diagnostic studies do not reliably distinguish CNS-HLH from ONID. We hypothesized that novel cerebrospinal fluid (CSF) biomarkers identified using unbiased proteomic analysis can facilitate diagnosis of CNS-HLH from ONID. Banked CSF samples were categorized into 3 groups, CNS-HLH, ONID, and controls without CNS inflammation. Proteomic analysis was performed on 25 samples per group (total N = 75). Proteins demonstrating significant changes (>1.5-fold higher and P< .05) in the CNS-HLH compared with ONID and associated with HLH pathophysiology were selected as candidate biomarkers. Cross-platform validation of candidate biomarkers, along with known biomarkers CXCL9 and osteopontin, was performed using enzyme-linked immunosorbent assay (ELISA). One hundred twenty-two proteins were identified on CSF proteomic analysis at 99% confidence. Of these, 10 proteins demonstrated a >1.5-fold change with a P< .05 in CNS-HLH compared with ONID. SerpinG1, lysozyme, and CD14 were selected as candidate biomarkers. ELISA confirmed significant elevation of all 5 biomarkers in CNS-HLH relative to ONID. Median SerpinG1 levels were1242.9 ng/mL in CNS-HLH vs 292.2 ng/mL in ONID (P ≤ .001), lysozyme 222.2 ng/mL vs 65.6 ng/mL (P = .001), and CD14 180.3 ng/mL vs 64.5 ng/mL (P ≤ .001). Median CXCL9 levels were 223.7 ng/mL in CNS-HLH vs 15.5 ng/mL in ONID (P ≤ .001), and osteopontin levels were 356.5 ng/mL vs 92.9 ng/mL (P = .001). These findings demonstrate that novel CSF biomarkers SerpinG1, lysozyme, CD14, and CXCL9 can facilitate diagnosis of CNS-HLH from ONID.

Lipidomic Profiles Associated With Treatment Related Hepatotoxicity In Children With Acute Lymphoblastic Leukemia., Emily J Mason, Jeremy M Schraw, John P Woodhouse, M Monica Gramatges, Kevin J Williams, Baojiang Chen, Melissa B Harrell, Olga A Taylor, Michael E Scheurer, Philip J Lupo, Karen R Rabin, Joanna S Yi, Van Huynh, Steven D Mittelman, Etan Orgel, Austin Brown

Faculty, Staff and Students Publications

Introduction: Treatment for childhood acute lymphoblastic leukemia (ALL) can result in hepatotoxicity. Despite being a common complication of ALL therapy, mechanisms and biomarkers of treatment-associated hepatotoxicity (TAH) are not well described.

Methods: We conducted lipidomic profiling to identify plasma lipids associated with TAH in children receiving ALL therapy utilizing a nested case-control framework. TAH was defined as (1) transaminitis: ALT/AST ≥ CTCAE grade 3, and/or (2) conjugated hyperbilirubinemia: > 3.0 mg/dL during induction therapy or > 2.0 mg/dL post induction. A total of 90 patients (45 matched pairs) treated at Texas Children's Hospital between 2012 and 2021 were selected for lipidomic profiling, …

Epigenetic Age Acceleration In Young Adults With Congenital Heart Disease, Parag N Jain, Beryl C Zhuang, Joanne Whitehead, Julia L Macisaac, Kristy Dever, Mallory Gahm, Peter Ermis, Thomas W Mcdade, Michael S Kobor, Paul A Checchia

Faculty, Staff and Students Publications

Background: Adults with congenital heart disease (ACHD) having undergone palliative surgery experience chronic stress due to altered physiology and repeated surgical interventions since infancy.

Objectives: To investigate whether ACHD, who had experienced chronic physiological stress from their underlying condition and early-life cardiac surgeries, was associated with epigenetic age acceleration (EAA) and other DNA methylation (DNAm)-based biomarkers, and to assess the potential contribution of derived inflammatory markers to EAA.

Methods: A case-control study comparing ACHD patients and healthy adults. Whole blood DNAm profile was used to estimate DNAm-based blood cell type proportions, multiple epigenetic age measures, and interleukin-6 (IL-6) and C-reactive …

Markvcid2 Consortium For Clinical Validation Of Biomarkers Of Cerebral Small Vessel Disease: Validation Framework And Baseline Characteristics, Steven M Greenberg, Marylin S Albert, Hongyu An, Konstantinos Arfanakis, Arnold M Evia, Arvind Caprihan, Andria L Ford, Myriam Fornage, Gregory S Day, Jason D Hinman, Gregory A Jicha, Amir H Kashani, Joel H Kramer, Christian Lachner, Jin-Moo Lee, Peiying Liu, Hanzhang Lu, Pauline Maillard, Ronald C Petersen, Bruce M Psaty, John M Ringman, Gary A Rosenberg, Claudia L Satizabal, Sean I Savitz, Julie A Schneider, Sudha Seshadri, Prashanthi Vemuri, Danny J J Wang, Donna M Wilcock, B Gwen Windham, Rong Zhang, Carissa Tuozzo, Herpreet Singh, Sue Moy, Vilma Okey-Ewurum, Courtney B Page, Hillary Mulder, Pia Kivisäkk, Deborah Blacker, Lidiya Mazina, Karl G Helmer, Kristin Schwab, Lisa M Wruck, Roderick A Corriveau

Faculty, Staff and Student Publications

Objective: To establish a framework for validating candidate biomarkers of cerebral small vessel diseases (SVD) associated with cognitive impairment and characterize individuals enrolled by the MarkVCID2 consortium under this framework.

Methods: Participants age 60 to 90 years were enrolled across 17 MarkVCID2 sites. Recruitment was targeted to enrich in cognitive symptoms (mild dementia, mild cognitive impairment, subjective cognitive decline), defined risk factors (diabetes mellitus, advanced hypertension), and Black/African American, White, and Hispanic/Latino subgroups. Enrolled participants underwent baseline visits that included cognitive testing, multimodal magnetic resonance imaging (MRI), and biofluid collection. Provisional risk for SVD-related cognitive decline was estimated primarily by …

Urinary Biomarkers Of Acute Kidney Injury In Neonates < 25 Weeks’ Gestation: A Pilot Study, Jazmin D Humphreys, Aman Jain, Amir M Khan, Tina O Findley, Mar Romero-Lopez, Sepideh Saroukhani, Rita D Swinford, Matthew A Rysavy

Faculty, Staff and Student Publications

Background: Acute kidney injury (AKI) occurs in 30% of premature neonates and is associated with adverse outcomes that may be mitigated with early detection. Diagnosis of AKI relies on serum creatinine (SCr) which has several limitations, including lack of sensitivity and specificity. There are limited data on the utility of alternative urine biomarkers to predict AKI in neonates born at < 25 weeks' gestation.

Methods: Urine was collected from neonates born at < 25 weeks' gestation during the first postnatal week. Two urine AKI biomarkers, neutrophil gelatinase-associated lipocalin (NGAL) and epidermal growth factor (EGF) were measured. Study participants were prospectively followed to determine development of AKI, defined by the neonatal modified Kidney Disease-Improving Global Outcomes (KDIGO) criteria, during the first postnatal week. The association of NGAL and EGF with AKI was analyzed using mixed-effect linear regression models adjusting for gestational age at birth.

Results: A total of 26 neonates were enrolled in this study. After adjusting for gestational age at birth, the mean difference in log-transformed biomarkers at three time points for urine NGAL and …

Integrated Transcriptomic Landscape Of Medulloblastoma And Ependymoma Reveals Novel Tumor Subtype-Specific Biology, Sonali Arora, Nicholas Nuechterlein, Matt Jensen, Gregory Glatzer, Philipp Sievers, Srinidhi Varadharajan, Andrey Korshunov, Felix Sahm, Stephen C Mack, Michael D Taylor, Taranjit S Gujral, Eric C Holland

Faculty, Staff and Students Publications

Background: Medulloblastoma and ependymoma are common pediatric central nervous system tumors with significant molecular and clinical heterogeneity. While molecular subgrouping has enabled classification into molecular subtypes, the extent of heterogeneity within these subgroups remains poorly defined.

Methods: We collected bulk RNA sequencing data from 888 medulloblastoma and 370 ependymoma tumors to establish a comprehensive reference landscape. After rigorous batch effect correction, normalization, and dimensionality reduction, we generated a unified landscape to explore gene expression, signaling pathways, RNA fusions, and copy number variations.

Results: Our transcriptional analysis revealed distinct clustering patterns, including two primary ependymoma compartments, EPN-E1 and EPN-E2, each with …

Circulating Fatty Acid Binding Protein 4 (Fabp-4) Concentrations And Mortality In Individuals With Colorectal Cancer In The European Prospective Investigation Into Cancer And Nutrition Study, Thu Thi Pham, Katharina Nimptsch, Krasimira Aleksandrova, Mazda Jenab, Veronika Fedirko, Anja Olsen, Anne Tjønneland, Claire Cadeau, Gianluca Severi, Matthias B Schulze, Renée Turzanski Fortner, Verena Katzke, Claudia Agnoli, Carlotta Sacerdote, Rosario Tumino, Simona Signoriello, Camino Trobajo-Sanmartín, Jesús-Humberto Gómez, María-Dolores Chirlaque, Maria-Jose Sánchez, Marta Crous-Bou, Anne May, Alicia Heath, Dagfinn Aune, Elisabete Weiderpass, Tobias Pischon

Faculty, Staff and Student Publications

Human fatty acid binding protein‐4 (FABP‐4), a protein elevated in obesity that promotes colon cancer cell invasiveness and metastasis, may be associated with higher mortality in individuals with colorectal cancer (CRC) and may serve as a mediator of the obesity–mortality association in these individuals. We used a causal diagram to inform covariate selection and applied Cox proportional hazards models to estimate hazard ratios (HRs) for CRC‐specific, non‐CRC‐specific, and all‐cause mortality by FABP‐4 levels measured in baseline blood samples from 1371 incident CRC cases from the European Prospective Investigation into Cancer and Nutrition cohort. Competing risk analyses were adapted for CRC …

Retrospective Analysis Of Cutaneous Immune-Related Adverse Events Following Checkpoint Inhibitor Therapy In Melanoma Patients Reveals Increased Risk Associated With The Hla-B*51:01 Allele, Mckenzie Dileo, Samantha Oglesby, Cheuk Hong Leung, Kristen E Pauken, Sahira Farooq, Lauren E Haydu, Shelby L Kubicki, Rebeca Martinez, Macartney Welborn, Sana Zahiruddin, Jun Zou, Kai Cao, Anisha B Patel

Faculty, Staff and Student Publications

Background: While immune checkpoint inhibitors (ICIs) have shown significant efficacy, a common side effect is cutaneous immune-related adverse events (irAEs). This study focuses on exploring the association between specific human leukocyte antigen (HLA) alleles and the development of cutaneous irAEs in melanoma patients undergoing ICI monotherapy and combination therapy. As certain HLA types are indicative of susceptibility to autoimmune diseases, it was hypothesized that HLA typing could serve as a potential screening tool for identifying patients at increased risk for developing irAEs.

Methods: A retrospective chart review was performed of 515 patients with melanoma who underwent ICI therapy, either as …

A Guide To Transcriptomic Deconvolution In Cancer, Yaoyi Dai, Shuai Guo, Yidan Pan, Carla Castignani, Matthew D Montierth, Peter Van Loo, Wenyi Wang

Faculty, Staff and Student Publications

Cancer tissues are heterogeneous mixtures of tumour, stromal and immune cells, where each component comprises multiple distinct cell types and/or states. Mapping this heterogeneity and understanding the unique contributions of each cell type to the tumour transcriptome is crucial for advancing cancer biology, yet high-throughput expression profiles from tumour tissues only represent combined signals from all cellular sources. Computational deconvolution of these mixed signals has emerged as a powerful approach to dissect both cellular composition and cell-type-specific expression patterns. Here, we provide a comprehensive guide to transcriptomic deconvolution, specifically tailored for cancer researchers, presenting a systematic framework for selecting and …

High Levels Of Circulating Mir-19a-3p In Patients With Metastatic Her2 + Breast Cancer Are Associated With A Favorable Prognosis And Anti-Tumor Immune Responses, Evan N Cohen, Hui Gao, Sanda Tin, Qiong Wu, Cristina Ivan, Naoto T Ueno, Wendy A Woodward, James M Reuben, Simone Anfossi

Faculty, Staff and Student Publications

Background: Trastuzumab, combined with chemotherapy, is the current standard treatment for both metastatic and early-stage HER2-positive (HER2 +) breast cancer. One of the mechanisms of action of trastuzumab is antibody-dependent cellular cytotoxicity (ADCC), which involves engaging FcγRIIIA (CD16) on natural killer (NK) cells. A competent immune system and properly functioning NK cells are crucial for effective ADCC, as they can influence favorable clinical outcomes. Resistance to trastuzumab often develops after about one year. We previously reported that elevated levels of miR-19a-3p in the serum of patients with metastatic HER2 + breast cancer treated with trastuzumab were associated with a favorable …

Advances In Targeting Her2 Across Cancer Subtypes: A Pan-Tumor Approach, Taiwo Adesoye, Ecaterina E Dumbrava, Kanwal P S Raghav, Aysegul A Sahin, Hui Chen, Sunyoung S Lee, Milind M Javle, Shubham Pant, Omar Alhalabi, Xiuning Le, Vicente Valero, Paula R Pohlmann, Funda Meric-Bernstam

Faculty, Staff and Student Publications

Human epidermal growth factor receptor 2 (HER2) is an established therapeutic target in multiple solid tumors, particularly breast and gastric cancers. Significant advancements have been made in the development of HER2-targeted therapies, including monoclonal antibodies, tyrosine kinase inhibitors, antibody-drug conjugates (ADC), and novel bispecific antibodies. These agents have revolutionized the treatment landscape for HER2-positive metastatic cancers, resulting in improved progression-free and overall survival, and quality of life for patients. Beyond breast and gastric cancers, HER2 expression/amplification has been observed in other solid tumors, such as colorectal, lung, bladder, ovarian, and biliary tract cancers, offering new opportunities for personalized therapy in …

Machine Learning-Based Multimodal Biomarkers Enable Accurate Diagnosis And Early Detection Of Pancreatic Ductal Adenocarcinoma, Tsung-Hung Yao, Warapen Treekitkarnmongkol, Nagireddy Putluri, Deivendran Sankaran, Tristian Nguyen, Seetharaman Balasenthil, Mark W Hurd, Meng Chen, Randall E Brand, Paul D Lampe, Abu Hena M Kamal, Vasanta Putluri, Tony Y Hu, Anirban Maitra, Eugene J Koay, Ann M Killary, Subrata Sen, Suprateek Kundu

Faculty, Staff and Students Publications

While there has been some progress on discovering clinically validated biomarkers for early detection in pancreatic ductal adenocarcinoma (PDAC), several challenges remain. Most approaches rely on single-modality biomarkers with limited sensitivity and/or specificity. Using data from a multicenter study with an age-matched cohort (n = 203 with healthy controls n = 46, pancreatitis controls n = 36, and diagnosed cases n = 121), we developed a machine learning approach integrating 2,096 microRNAs, 125 metabolites, and CA19-9. Our method performs unsupervised selection of an optimal subset of biomarkers with maximal discriminatory power for diagnosis and early detection. In training data, the …

Predicting Sepsis In Heart Failure Patients Supported By Left Ventricular Assist Devices: The Role Of Ve-Cadherin And Adam10, Shiyi Li, Iván Murrieta-Álvarez, Ismael Garcia, Katherine V Nordick, Rishav Bhattacharya, Shreyo Ghosh, Ronald A Shaju, Adel M Hassan, Carl P Walther, Camila Hochman-Mendez, Alexis E Shafii, Kenneth K Liao, Nandan K Mondal

Faculty, Staff and Students Publications

Vascular endothelial cadherin (VE-Cadherin) is a major endothelial adhesion molecule and can be cleaved explicitly by metalloproteinase domain-containing protein 10 (ADAM10). Vascular hyperpermeability may contribute to a greater susceptibility to sepsis in left ventricular assist device (LVAD) support patients. We aim to evaluate the efficacy of VE-Cadherin and ADAM10 for predicting sepsis in LVAD patients. We prospectively recruited 50 patients with advanced heart failure receiving LVAD therapy. Baseline and weekly postoperative blood samples (weeks 1-4) were collected, and plasma VE-cadherin and ADAM10 levels were measured. Sepsis occurred in 9 of 50 patients (18.0%). Across all sampling points, plasma VE-cadherin and …

A Prognostic Matrix Gene Expression Signature Defines Functional Glioblastoma Phenotypes And Niches, Monika Vishnoi, Zeynep Dereli, Zheng Yin, Elisabeth K Kong, Meric Kinali, Kisan Thapa, Ozgun Babur, Kyuson Yun, Nourhan Abdelfattah, Xubin Li, Behnaz Bozorgui, Mary C Farach-Carson, Robert C Rostomily, Anil Korkut

Faculty, Staff and Student Publications

Interactions among tumor, immune, and vascular niches play major roles in glioblastoma (GBM) malignancy and treatment responses. The composition and heterogeneity of extracellular core matrix proteins (CMPs) that mediate such interactions are not well understood. Here, we present an analysis of the clinical relevance of CMP expression in GBM at bulk, single-cell, and spatial anatomical resolution. We show that CMP enrichment is associated with worse patient survival, specific driver oncogenic alterations, mesenchymal state, pro-tumor immune infiltration, and immune checkpoint expression. Matrisome expression is enriched in vascular and leading edge/infiltrative niches that are known to harbor glioma stem cells. Finally, we …

Circadian-Shaped Immune Variability Predicts Infection Outcome, Jonathan Lalsiamthara, Mariko Locke, Alejandro Aballay

Faculty, Staff and Student Publications

Disease risk and severity are influenced by genetics, epigenetics, and environmental factors. However, immune responses vary even among genetically similar or related individuals, shaped by inherited and noninherited factors. Using Caenorhabditis elegans, we found that pathogen susceptibility can be predicted by preinfection biomarkers. Individuals with high-basal expression of irg-5, an infection response gene regulated by the p38 mitogen-activated protein kinase-1 (PMK-1) pathway, were more susceptible to Pseudomonas aeruginosa infection. A genome-wide screen identified the myeloid ecotropic viral integration site-1 (MEIS) homeobox protein UNC-62 as a regulator of irg-5 expression, acting through PMK-1 and GATA binding erythroid-like transcription factor …

Midkine (Mdk) As A Central Regulator Of The Tumor Microenvironment: From Developmental Cytokine To Therapeutic Target, Hareesh B. Nair, Ajay Nair, Ya-Guang Liu, Dileep K. Vijayan, Ramadevi Subramani, Rajkumar Lakshmanaswamy, Suryavathi Viswanadhapalli, Gangadhara R. Sareddy, Surinder K. Batra, Ratna K. Vadlamudi

Journal Articles: Biochemistry & Molecular Biology

Midkine (MDK) is an oncofetal, heparin-binding cytokine that is re-expressed across diverse cancers and correlates with aggressive disease and treatment resistance. This review synthesizes current evidence on MDK as a coordinator of tumor-intrinsic signaling and microenvironmental remodeling. We summarize MDK structural features, extracellular matrix interactions, and receptor systems that mediate MDK signaling, highlighting LRP1 and PTPRZ1 with context-dependent participation of ALK, nucleolin and integrins. Downstream, MDK engages MAPK, PI3K-AKT, STAT3 and NF-κB pathways to promote tumor cell survival, epithelial-mesenchymal plasticity, and therapeutic stress tolerance. We then focus on tumor microenvironment (TME) programs shaped by MDK, including angiogenesis, fibroblast activation and …

Extracellular Vesicles In Prostate Cancer: Current Understanding And Future Perspectives, Balaji Perumalsamy, Parthasarathy Seshacharyulu, Raghupathy Vengoji, Nicole Shonka, Benjamin A. Teply, Surinder K. Batra, Sakthivel Muniyan

Journal Articles: Biochemistry & Molecular Biology

Exosomes are nanoscale, lipid bilayer extracellular vesicles (EVs) actively secreted by cells under both physiological and pathological conditions. As key mediators of intercellular communication, exosomes carry a diverse array of molecular cargo, including nucleic acids, proteins, lipids, and metabolites, which can influence the function of recipient cells. Based on evidence from 2016–2025 across PubMed, Embase, the Cochrane Library, and clinicaltrials.org, this review consolidates current understanding of exosome biology in prostate cancer (PCa). We discuss exosome biogenesis, molecular cargo composition, and their functional roles in tumor progression, angiogenesis, immune evasion, metastasis, and therapy resistance of PCa. We emphasize the biomarker potential …

Kinase Signaling In Liver Disease Via Clinical-Trial-On-A-Pamchip: A Distinctive Methodology For Drug Mechanisms And Personalized Medicine, Zachary A. Kipp, Evelyn A. Bates, Genesee J. Martinez, Wang-Hsin Lee, Sally N. Pauss, Terry D. Hinds, Jr.

Pharmacology and Nutritional Sciences Faculty Publications

The utilization of extensive datasets, such as those generated by DNA or RNA sequencing, has become a central focus in drug discovery and personalized medicine (PerMed). Nonetheless, these datasets are constrained by the absence of protein-functionality testing, which affects physiological responses. In this study, we employed PamGene PamStation technology to quantify protein function by kinase activity across more than 500 signaling pathways from patients with hepatocellular carcinoma (HCC). Using proteins derived from nine patients and five human HCC cell lines for drug discovery and the clinical trial-on-a-chip approach, we developed comprehensive PerMed scores from the PamStation data to differentiate individual …

When Does Alzheimer's Disease Start? Plasma Aβ42/40 Assays Show Steep Changes At Aβ-Pet Centiloid 15, Mean Age Of 66 Years, Rodrigo Cánovas, Timothy Cox, Vincent Doré, Pierrick Bourgeat, Jurgen Fripp, Azadeh Feizpour, Rosita Shishegar, Christopher J. Fowler, Simon M. Laws, Tenielle Porter, Stephanie Rainey-Smith, Leslie M. Shaw, Randall J. Bateman, Yan Li, Ovod Vitaliy, Michael W. Weiner, John C. Morris, Tammie L.S. Benzinger, Suzanne E. Schindler, Akinori Nakamura, Takeshi Iwatsubo, Takeshi Ikeuchi, Takashi Kato, Paul Maruff, Hamid R. Sohrabi, Christopher C. Rowe, Ralph Martins, Colin L. Masters, James Doecke

Research outputs 2022 to 2026

Objective: Sporadic late-onset Alzheimer's disease (AD) is characterized by a long pre-clinical phase where amyloid-beta (Aβ) and tau begin to accumulate in the brain. The primary objective was to determine the age at which AD starts by finding the average population age when both positron emission tomography (PET) Aβ (Aβ-PET) and plasma Aβ42/40 become abnormal. Methods: Two high performance immunoprecipitation-mass spectrometry (IP-MS) assays (WashU/C2N and Shimadzu) were tested on samples from 1,450 participants who were diagnosed as cognitively unimpaired (CU), mild cognitive impairment (MCI), or AD-dementia across 4 international cohorts. Natural history modeling and trajectory analyses of the combined Aβ-PET …

Multiparametric Flow Cytometry Immune Profiling Of Pulmonary And Extra-Pulmonary Tuberculosis Reveals Distinct Blood-Based Biomarker Signatures, Kalaiarasan Ellappan, Prakash Babu Narasimhan, Harriet N. Garlant, Seshadri Vasan, Komal Jain, Saka Vinod Kumar, Vishnukanth Govindaraj, Vir Singh Negi, Karen E. Kempsell

Research outputs 2022 to 2026

This study investigated immune cell distributions, cell-specific immune markers, and selected biomarker targets in pulmonary tuberculosis (PTB) and extrapulmonary tuberculosis (EPTB) using multiparametric flow cytometry (MFC). Whole blood was collected from 45 individuals, including healthy controls (HC), EPTB, and PTB patients (n = 15/group). Peripheral blood leukocytes were analysed by MFC to characterize CD4+ and CD8+ T cells, natural killer (NK), invariant NKT (iNKT) and NKT cells, classical (CM), intermediate (IM) and non-classical monocytes (NCM), and activated monocytes (AM). Expression of GBP1, CALCOCO2, IFIT3, SNX10, ARG1, PD-1, and PD-L1 was assessed across these immune subsets. Increased frequencies of NK, NKT, …

Meta-Analysis Of Dna Methylation Aging Signatures In 17 Human Tissues, Macsue Jacques, Kirsten Seale, Sarah Voisin, Anna Lysenko, Robin Grolaux, Bernadette Jones-Freeman, Severine Lamon, Mandhri Abeysooriya, Itamar Levinger, Carlie Bauer, Adam P. Sharples, Aino Heikkinen, Elina Sillanpaa, Miina Ollikainen, Cassandra Smith, James R. Broatch, Navabeh Zarekookandeh, Linn Gillberg, Ida Blom, Jesse R. Poganik, Mahdi Moqri, Vadim N. Gladyshev, Matthew Taper, Cassandra Malecki, Sean Lal, Nathalie Saurat, Steve Horvath, Andrew Teschendorff, Nir Eynon

Research outputs 2022 to 2026

Epigenetic changes, in particular DNA methylation, accumulate with age across different tissues, but whether these changes follow consistent patterns across different organs remains poorly understood. Here we show, through a meta-analysis of more than 15,000 human methylation profiles spanning 17 tissues, that aging produces both conserved and tissue-specific epigenetic signatures. We identify systemic shifts in methylation levels, increases in methylation variability, and growing molecular disorder across tissues. Network analysis revealed tightly connected gene clusters that are not modified by beneficial interventions, alongside a more modifiable cluster linked to NAD⁺ metabolism, supporting NAD⁺ as a potential therapeutic target in …

Metabolic Syndrome Beyond Diagnostic Criteria: Population-Scale Integrative Metabolomics Characterization, Marwa Talal

Theses and Dissertations

Background: Metabolic syndrome (MetS) is a complex cluster of interrelated metabolic abnormalities associated with elevated cardiometabolic risk. While diagnosis is based on well-established five clinical criteria, these may overlook early or atypical metabolic alterations. Large-scale metabolomic profiling offers an opportunity to identify biochemical signatures of MetS beyond diagnostic bias and to evaluate their relative importance across different presentations of the syndrome.

Methods: Data from 117,147 UK Biobank participants were analyzed in a cross-sectional design. High-throughput NMR quantified 75 circulating metabolites, for. Univariate analyses, MetS subtype stratification, and elastic net models with SHAP interpretation were applied to assess feature …

Longitudinal Changes In Plasma Biomarkers Of Immune Activation, Neuronal Inflammation And Injury In Persons With Hiv Initiating Art, Merle Henderson, Peter Dutey-Magni, Carolina Herrera, Wolfgang Stöhr, Alejandro Arenas-Pinto, Owen Swann, Amanda Heslegrave, Henrik Zetterberg, John Tregoning, Sarah Fidler, François Raffi, Andrea Calcagno, Ab Babiker, Alan Winston

CONRAD Publications

Background

Data on changes in biomarkers of brain health, and their associations with cognitive function in adults commencing either dual- or triple-antiretroviral therapy (ART) are sparse.

Methods

Plasma biomarkers (neurofilament light [NfL], glial fibrillary acidic protein [GFAP], sCD14, CXCL10, neopterin and IL-6) were measured at baseline and after 96 weeks on ART in individuals randomized to darunavir/ritonavir and either tenofovir-DF/emtricitabine (triple-ART, n = 119) or raltegravir (dual-ART, n = 119) in NEAT-001/ANRS143. Regression models examined associations of baseline and week-96 biomarker concentrations with HIV clinical parameters, composite cognitive test scores (Standardized neuropsychological test [NPZ], 7-domains) and treatment arm.

Results

In …

Retrospective Longitudinal Analysis Of Blood Microrna-7-5p As A Possible Progression Biomarker In People With Parkinson’S Disease, Shayan Abdollah Zadegan, Corrine Hutchinson, Chiamaka Onuigbo, Juan D Martinez-Lemus, Laura Talbot, E Jeffrey Metter, Marie-Francoise Doursout, Emily Tharp, Jessika Suescun, Mohammad Shahnawaz, Timothy M Ellmore, Mya Schiess, Christopher Adams

Faculty, Staff and Student Publications

Background: MicroRNA-7-5p (miR-7-5p) may play a neuroprotective role in people with Parkinson's disease (PwP), as it has been found to regulate α-synuclein (α-syn) and the NLRP3 inflammasome in animal models of Parkinson's disease (PD).

Objective: The study aimed to investigate the use of miR-7-5p as a potential biomarker for disease progression in PwP by correlating it with time, clinical measures, and neurofilament light chain (NfL).

Methods: We performed a longitudinal retrospective analysis of blood miR-7-5p levels in 303 de novo PwP and 159 healthy controls (HCs) from the Parkinson's Progression Markers Initiative (PPMI) cohort. In PwP, a linear mixed-effects …