Medical Genetics Commons^™

A Phase 1 Study Of Durvalumab As Monotherapy Or Combined With Tremelimumab With Or Without Azacitidine In Patients With Myelodysplastic Syndrome, Guillermo Garcia-Manero, Manila Gaddh, Uwe Platzbecker, R Coleman Lindsley, Sarah M Larson, Timothy Chevassut, Pierre Fenaux, Rami Komrokji, Roger Lyons, Aref Al-Kali, Yu Jiang, John Bothos, Danielle M Townsley, Amer M Zeidan

Faculty, Staff and Student Publications

Upregulation of programmed death ligand-1 (PD-L1) has been observed in patients with MDS, and its expression on myeloblasts is associated with progression to AML. This open-label, phase 1 study evaluated the safety and tolerability of the PD-L1 antibody durvalumab as monotherapy (part 1) and in combination with tremelimumab, with or without azacitidine (part 2), in patients with MDS who progressed following hypomethylating agent treatment. Sixty-seven adults with MDS were enrolled (part 1, 40 with low/intermediate-1 or intermediate-2/high IPSS risk status; part 2, 27 with intermediate-2/high IPSS risk status). Primary safety endpoints included dose-limiting toxicities (DLTs) and treatment-emergent adverse events (TEAEs). …

Cd147 Mediates The Metabolic Reprogramming Of Cancer Associated Fibroblasts Induced By Evs Released By Differentiating Cancer Stem Cells, Filomena Colella, Federica Calapà, Giulia Artemi, Erica Pazzaglia, Rita Colonna, Sara Vitale, Giacomo Lazzarino, Federica Vincenzoni, Micol Eleonora Fiori, Ruggero De Maria, Sara Lucchisani, Giannicola Genovese, Luigi Perelli, Barbara Tavazzi, Alessandro Sgambato, Donatella Lucchetti

Faculty, Staff and Student Publications

Several reports have demonstrated that CD147, an N-glycosylated protein that is exchanged by cells in soluble form or through small extracellular vesicles (sEVs), can promote cancer progression. However, its activity related to EVs in colorectal cancer (CRC) is still not fully understood. Previously, we showed that sEV secretion during CRC stem cell (CR-CSCs) differentiation is partially controlled by CD147, and that CD147-expressing sEVs (sEVs-CD147) activate a signalling cascade in recipient cells, inducing molecular invasive features in CR-CSCs. In the present study, we demonstrated that sEVs-CD147 increase the expression of myofibroblast and activation markers in cancer-associated fibroblasts (CAF). In sEVs-CD147-activated CAF, …

A Predictive Chromatin Architecture Nexus Regulates Transcription And Dna Damage Repair, Audesh Bhat, Sonali Bhan, Aindrila Kabiraj, Raj K Pandita, Keneth S Ramos, Sandhik Nandi, Shreya Sopori, Parthas S Sarkar, Arti Dhar, Shruti Pandita, Rakesh Kumar, Chandrima Das, John A Tainer, Tej K Pandita

Faculty, Staff and Student Publications

Genomes are blueprints of life essential for an organism's survival, propagation, and evolutionary adaptation. Eukaryotic genomes comprise of DNA, core histones, and several other nonhistone proteins, packaged into chromatin in the tiny confines of nucleus. Chromatin structural organization restricts transcription factors to access DNA, permitting binding only after specific chromatin remodeling events. The fundamental processes in living cells, including transcription, replication, repair, and recombination, are thus regulated by chromatin structure through ATP-dependent remodeling, histone variant incorporation, and various covalent histone modifications including phosphorylation, acetylation, and ubiquitination. These modifications, particularly involving histone variant H2AX, furthermore play crucial roles in DNA damage …

Encorafenib, Cetuximab And Chemotherapy In Braf-Mutant Colorectal Cancer: A Randomized Phase 3 Trial, Scott Kopetz, Takayuki Yoshino, Eric Van Cutsem, Cathy Eng, Tae Won Kim, Harpreet Singh Wasan, Jayesh Desai, Fortunato Ciardiello, Rona Yaeger, Timothy S Maughan, Elena Beyzarov, Xiaoxi Zhang, Graham Ferrier, Xiaosong Zhang, Josep Tabernero

Faculty, Staff and Student Publications

Encorafenib + cetuximab (EC) is approved for previously treated BRAF V600E-mutant metastatic colorectal cancer (mCRC) based on the BEACON phase 3 study. Historically, first-line treatment of BRAF V600E-mutant mCRC with chemotherapy regimens has had limited efficacy. The phase 3 BREAKWATER study investigated EC+mFOLFOX6 versus standard of care (SOC) in patients with previously untreated BRAF V600E mCRC. The dual primary endpoint of progression-free survival is event driven; data were not mature at data cutoff. BREAKWATER met the other dual primary endpoint of objective response rate, demonstrating significant and clinically relevant improvement in objective response rate (EC+mFOLFOX6: 60.9%; SOC: 40.0%; odds ratio, …

Systems Neuroimmunology: Current Bottlenecks, Research Priorities And Future Directions, Harini Iyer, Christophe Benoist, Staci D Bilbo, Lisa M Boulanger, Michael D Burton, Brian P Daniels, Aleksandra Deczkowska, Martin F Flajnik, Mélanie G Gareau, Peter M Grace, Javier E Irazoqui, Susanna Rosi, Irene Salinas, Anne Schaefer, Caroline L Sokol, Dionna W Williams, Robyn S Klein

Faculty, Staff and Student Publications

Strategies to advance the field of neuroimmunology by embracing its complexity via inclusion of its multidisciplinary properties were discussed at a meeting in Cold Spring Harbor. Attendees proposed fostering of open communications and funding of collaborations across disciplines, and the recognition that our understanding of the neuroimmune system requires interdisciplinary science.

Reducing Igg Accumulation Via Neonatal Fc Receptor (Fcrn) Blockade Relieves Neuropathic Pain, Nathan T Fiore, Kendal F Willcox, Dorsa Dayani, Younus A Zuberi, Cobi J Heijnen, Peter M Grace

Faculty, Staff and Student Publications

Preclinical and clinical studies have established that autoreactive immunoglobulin G (IgG) can drive neuropathic pain. We recently demonstrated that sciatic nerve chronic constriction injury (CCI) in male and female mice results in the production of pronociceptive IgG, which accumulates around the lumbar region, including within the dorsal root ganglia (DRG) and spinal cord, facilitating the development of neuropathic pain. These data raise the intriguing possibility that neuropathic pain may be alleviated by reducing the accumulation of IgG. To this end, we tested whether biologic inhibition or genetic deletion of the neonatal Fc receptor (FcRn) would attenuate mechanical hypersensitivity (allodynia) and …

Imgn853 Induces Autophagic Cell Death In Combination Therapy For Ovarian Cancer, Anca Chelariu-Raicu, Thanh Chung Vu, Sujanitha Umamaheswaran, Elaine Stur, Pahul Hanjra, Yunah Han, Min Hu, Jerome Lin, Barrett C Lawson, Jinsong Liu, Anil K Sood, Yunfei Wen

Faculty, Staff and Student Publications

FOLR1 is heterogeneously overexpressed in epithelial ovarian cancer. We examined the combined effects of the anti-FOLR1 antibody-drug conjugate (IMGN853) with other drugs, including topotecan, anti-VEGF-A antibody, and olaparib. These findings could contribute to the continued development of IMGN853 in the treatment of ovarian cancer.

Development And Characterization Of Orthotopic Patient-Derived Xenograft Models Of Peritoneal Metastatic Mucinous Appendiceal Adenocarcinoma, Ichiaki Ito, Vinay K Pattalachinti, Abdelrahman Mg Yousef, Saikat Chowdhury, Mohammad M Fanaeian, Emaan Haque, Betul Beyza Gunes, Mahmoud Yousef, Emma R Salle, Mohammad A Zeineddine, Shuangxi Ji, Ruonan Li, Wenyi Wang, Beth A Helmink, Melissa W Taggart, Michael G White, Keith F Fournier, Natalie W Fowlkes, John Paul Shen

Faculty, Staff and Student Publications

Background: Appendiceal adenocarcinomas (AAs) are a rare and heterogeneous group of tumors for which few preclinical models exist. The lack of preclinical models of AA has hindered drug development and is a major factor in why AA remains without a single FDA-approved systemic treatment.

Materials and methods: Tumors from 16 patients with appendiceal neoplasms (15 AA and one HAMN) were implanted into flank and peritoneal cavity of immunodeficient mice leading to the successful establishment of 3 AAPDX models. Histological, immunohistochemical, genetic, and transcriptomic comparison of patient and PDX tumors were performed.

Results: Higher tumor grade, peritoneal implantation, and RAS/RAF mutation …

Safety And Antitumor Activity Of A Novel Acd25 Treg Depleter Rg6292 As A Single Agent And In Combination With Atezolizumab In Patients With Solid Tumors, Valentina Gambardella, Michael Ong, Maria E Rodriguez-Ruiz, Jean-Pascal Machiels, Miguel F Sanmamed, Vladimir Galvao, Anna Spreafico, Daniel J Renouf, Stephen J Luen, Rachel Galot, Bernard Doger De Spéville, Emiliano Calvo, Aung Naing, Samira Curdt, Theresa Maria Kolben, Eva Rossmann, Tamara Tanos, Kevin Smart, Maria Amann, Yuying Xie, Linxinyu Xu, Enrique Gomez Alcaide, Nicolas Städler, Nicole Justies, Christophe Boetsch, Vaios Karanikas, Gabriel Schnetzler, Kristoffer S Rohrberg

Faculty, Staff and Student Publications

Purpose: Therapeutic depletion of immunosuppressive regulatory T cells (Treg) may overcome resistance to cancer immunotherapies. RG6292 is an anti-CD25 antibody that preferentially depletes Tregs while preserving effector T-cell functions in preclinical models. The safety, pharmacokinetics, pharmacodynamics, and antitumor efficacy of selective Treg depletion by RG6292 administered as monotherapy or in combination with atezolizumab were evaluated in two phase I studies.

Patients and methods: Adult patients with advanced solid tumors were administered intravenous RG6292, given every 3 weeks alone (study 1: NCT04158583, n = 76) or with 1,200 mg atezolizumab every 3 weeks (study 2: NCT04642365, n = 49). …

Molecular Testing For The World Health Organization Classification Of Central Nervous System Tumors: A Review, Craig Horbinski, David A Solomon, Rimas V Lukas, Roger J Packer, Priscilla Brastianos, Patrick Y Wen, Matija Snuderl, Mitchel S Berger, Susan Chang, Maryam Fouladi, Joanna J Phillips, Burt Nabors, Daniel J Brat, Jason T Huse, Kenneth Aldape, Jann N Sarkaria, Matthias Holdhoff, Terry C Burns, Katherine B Peters, Ingo K Mellinghoff, David Arons, Evanthia Galanis

Faculty, Staff and Student Publications

Importance: Molecular techniques, including next-generation sequencing, genomic copy number profiling, fusion transcript detection, and genomic DNA methylation arrays, are now indispensable tools for the workup of central nervous system (CNS) tumors. Yet there remains a great deal of heterogeneity in using such biomarker testing across institutions and hospital systems. This is in large part because there is a persistent reluctance among third-party payers to cover molecular testing. The objective of this Review is to describe why comprehensive molecular biomarker testing is now required for the accurate diagnosis and grading and prognostication of CNS tumors and, in so doing, to justify …

Clinical Use Of Gafchromic Ebt4 Film For In Vivo Dosimetry For Total Body Irradiation, Emily Draeger, Fada Guan, Min-Young Lee, Dae Yup Han, William Donahue, Zhe Jay Chen

Faculty, Staff and Student Publications

Purpose: In vivo dosimetry is a common requirement to validate dose accuracy/uniformity in total body irradiation (TBI). Several detectors can be used for in vivo dosimetry, including thermoluminescent dosimeters (TLDs), diodes, ion chambers, optically stimulated luminescent dosimeters (OSLDs), and film. TLDs are well established for use in vivo but required expertise and clinical system availability may make them impractical for multifractionated TBI. OSLDs offer quick readout, but recalls have restricted their use. The purpose of this work was to validate the newly available Gafchromic EBT4 film for TBI in vivo dosimetry.

Methods: Film calibration curves were created under standard conditions …

A Sample Size Analysis Of A Mathematical Model Of Longitudinal Tumor Volume And Progression-Free Survival For Bayesian Individual Dynamic Predictions In Recurrent High-Grade Glioma, Daniel J Glazar, Solmaz Sahebjam, Hsiang-Husan M Yu, Dung-Tsa Chen, Menal Bhandari, Heiko Enderling

Faculty, Staff and Student Publications

Patients with recurrent high-grade glioma (rHGG) have a poor prognosis with median progression-free survival (PFS) ofheterogenous, suggesting a clinical need for prognostic models. Bayesian data analysis can exploit individual patient follow-up imaging studies to adaptively predict the risk of progression. We propose a novel sample size analysis for Bayesian individual dynamic predictions and demonstrate proof of principle. We coupled a nonlinear mixed effects tumor growth inhibition model with a survival model. Longitudinal tumor volumes and time-to-progression were simulated for 2000 in silico rHGG patients. Bayesian individual dynamic predictions of PFS curves were evaluated using area under the receiver operating characteristic …

Optimal Surveillance For Detecting Sarcoma Lung Metastasis – A Systematic Review, Neha Malik, Kate Krause, Emily Z Keung, Heather G Lyu, Heather Lillemoe, Christopher Scally, Keila Torres, Kelly Hunt, Mary Austin, Christina L Roland

Faculty, Staff and Student Publications

Introduction: Accurate diagnosis of lung metastasis for patients with soft tissue sarcoma (STS) can impact overall survival, but there is considerable variability in imaging utilized to detect metastasis. Chest x-ray (CXR) or computer tomography (CT) scan of the chest are the most common studies in current practice.

Methods: A systematic literature search was performed. Databases were searched from inception to January 3, 2024. Articles were reviewed to determine if CXR or CT chest was associated with improved overall or recurrence-free survival in patients with STS. Articles were also reviewed for data on cost-effectiveness of CXR versus CT chest. The quality …

Ensartinib For Advanced Or Metastatic Non-Small-Cell Lung Cancer With Met Exon 14 Skipping Mutations (Embrace): A Multi-Center, Single-Arm, Phase 2 Trial, Yang Xia, Panwen Tian, Mo Zhou, Jun Zhao, Yang Jin, Zhiyuan Guo, Xiuzhen Li, Weina Lu, Da Miao, Yuefei Lu, Wanting Xu, Yongchang Zhang, Xiuning Le, Wen Li

Faculty, Staff and Student Publications

Background: MET exon14 skipping mutations (METex14) is an established actionable driver oncogene of non-small-cell lung cancer (NSCLC). While ensartinib is a known second-generation tyrosine kinase inhibitor with primary activity against ALK translocation, it is also classified as a type Ia MET inhibitor. We have previously shown anti-tumor activity against METex14 positive NSCLC both in vivo and in vitro. The EMBRACE trial aims to evaluate the clinical efficacy and safety of ensartinib for treatment of METex14 positive NSCLC.

Methods: This is a multicenter single arm phase II investigator-initiated study that enrolled METex14 positive lung cancer …

Bevacizumab Beyond Progression: Impact Of Subsequent Bevacizumab Re-Treatment In Patients With Ovarian, Fallopian Tube, And Peritoneal Cancer After Progression, Amma Asare, Rebecca Ann Previs, Daniel Spinosa, Bryan Fellman, Amelia L Scott, Isabelle Mulder, May Mahmoud, Ahmed Enbaya, Jean Hansen Siedel, Lauren Cobb, Pamela T Soliman, Anil K Sood, Robert L Coleman, Angeles Alvarez Secord, Shannon N Westin

Faculty, Staff and Student Publications

Background: This study evaluated whether patients with epithelial ovarian, fallopian tube, and primary peritoneal carcinoma (OC) who are immediately re-treated with bevacizumab derive benefit after disease progression on a bevacizumab-containing regimen.

Methods: This multi-institutional, retrospective study compared patients with high grade non-mucinous epithelial OC who received bevacizumab followed directly by another bevacizumab-containing treatment regimen to patients who received bevacizumab followed by a regimen that did not contain bevacizumab (or received no further treatment). Progression-free survival (PFS) and overall survival (OS) were estimated using Kaplan Meier product-limit estimator and modeled via Cox proportional hazards regression.

Results: Among 226 patients with OC …

A Neoantigen Vaccine Generates Antitumour Immunity In Renal Cell Carcinoma, David A Braun, Giorgia Moranzoni, Vipheaviny Chea, Bradley A Mcgregor, Eryn Blass, Chloe R Tu, Allison P Vanasse, Cleo Forman, Juliet Forman, Alexander B Afeyan, Nicholas R Schindler, Yiwen Liu, Shuqiang Li, Jackson Southard, Steven L Chang, Michelle S Hirsch, Nicole R Leboeuf, Oriol Olive, Ambica Mehndiratta, Haley Greenslade, Keerthi Shetty, Susan Klaeger, Siranush Sarkizova, Christina B Pedersen, Matthew Mossanen, Isabel Carulli, Anna Tarren, Joseph Duke-Cohan, Alexis A Howard, J Bryan Iorgulescu, Bohoon Shim, Jeremy M Simon, Sabina Signoretti, Jon C Aster, Liudmila Elagina, Steven A Carr, Ignaty Leshchiner, Gad Getz, Stacey Gabriel, Nir Hacohen, Lars R Olsen, Giacomo Oliveira, Donna S Neuberg, Kenneth J Livak, Sachet A Shukla, Edward F Fritsch, Catherine J Wu, Derin B Keskin, Patrick A Ott, Toni K Choueiri

Faculty, Staff and Student Publications

Personalized cancer vaccines (PCVs) can generate circulating immune responses against predicted neoantigens1-6. However, whether such responses can target cancer driver mutations, lead to immune recognition of a patient's tumour and result in clinical activity are largely unknown. These questions are of particular interest for patients who have tumours with a low mutational burden. Here we conducted a phase I trial (ClinicalTrials.gov identifier NCT02950766) to test a neoantigen-targeting PCV in patients with high-risk, fully resected clear cell renal cell carcinoma (RCC; stage III or IV) with or without ipilimumab administered adjacent to the vaccine. At a median follow-up of 40.2 …

Exome Sequencing Identifies Helb As A Novel Susceptibility Gene For Non-Mucinous, Non-High-Grade-Serous Epithelial Ovarian Cancer, Ed M Dicks, Jonthan P Tyrer, Suzana Ezquina, Michelle Jones, John Baierl, Pei-Chen Peng, Michael Diaz, Ellen Goode, Stacey J Winham, Thilo Dörk, Toon Van Gorp, Anna De Fazio, David D L Bowtell, Dale W Garsed, Kunle Odunsi, Kirsten Moysich, Marina Pavanello, Florentia Fostira, Penelope M Webb, Jana Soukupová, Paul A Cohen, Weiva Sieh, Renée Turzanski Fortner, Charite Ricker, Beth Karlan, Ian Campbell, James D Brenton, Susan J Ramus, Simon A Gayther, Paul D P Pharoah

Faculty, Staff and Student Publications

Rare, germline loss-of-function variants in a handful of DNA repair genes are associated with epithelial ovarian cancer. The aim of this study was to evaluate the role of rare, coding, loss-of-function variants across the genome in epithelial ovarian cancer. We carried out a gene-by-gene burden test with various histotypes using data from 2573 non-mucinous cases and 13,923 controls. Twelve genes were associated at a False Discovery Rate of less than 0.1 of which seven were the known ovarian cancer susceptibility genes BRCA1, BRCA2, BRIP1, RAD51C, RAD51D, MSH6 and PALB2. The other five genes were OR2T35, HELB, MYO1A and GABRP which …

Immunelens Characterizes Systemic Immune Dysregulation In Aging And Cancer, Robert Bentham, Thomas P Jones, James R M Black, Carlos Martinez-Ruiz, Michelle Dietzen, Maria Litovchenko, Kerstin Thol, Thomas B K Watkins, Chris Bailey, Oriol Pich, Zhihui Zhang, Peter Van Loo, Genomics England Consortium, Tracerx Consortium, Charles Swanton, Nicholas Mcgranahan

Faculty, Staff and Student Publications

Recognition and elimination of pathogens and cancer cells depend on the adaptive immune system. Thus, accurate quantification of immune subsets is vital for precision medicine. We present immune lymphocyte estimation from nucleotide sequencing (ImmuneLENS), which estimates T cell and B cell fractions, class switching and clonotype diversity from whole-genome sequencing data at depths as low as 5× coverage. By applying ImmuneLENS to the 100,000 Genomes Project, we identify genes enriched with somatic mutations in T cell-rich tumors, significant sex-based differences in circulating T cell fraction and demonstrated that the circulating T cell fraction in patients with cancer is significantly lower …

Is It Underestimated Or Overestimated?, Zhuoqiao He, Xuerui Tan

Research outputs 2022 to 2026

No abstract provided.

Pulmonary Nodule Malignancy Probability: A Meta-Analysis Of The Brock Model, S. Chen, W. L. Lin, W. T. Liu, L. Y. Zou, Y. Chen, F. Lu

Research outputs 2022 to 2026

Aim: This study aims to quantify the performance of the Brock model through a systematic review and meta-analysis and to clarify its overall accuracy in predicting malignant pulmonary nodules. Materials and Methods: A systematic search was conducted in databases including the Cochrane Library, Excerpta Medica database (EMBASE), MEDLINE, Web of Science, Chinese Biological Medicine Database (CBM), China National Knowledge Infrastructure (CNKI), VIP, and Wanfang from their inception until May 1, 2024, to collect observational cohort studies involving the Brock model. The primary outcome was the pooled area under the receiver operating characteristic curve (ROC) the area under curve (AUC) for …

Family Genetic Risk Communication And Reverse Cascade Testing In The Babyseq Project, Melissa K Uveges, Hadley Stevens Smith, Stacey Pereira, Casie Genetti, Amy L Mcguire, Alan H Beggs, Robert C Green, Ingrid A Holm

Center for Medical Ethics and Health Policy Staff Publications

Purpose: Genomic sequencing of newborns can initiate disease surveillance and therapy for children and may identify at-risk relatives through reverse cascade testing. We explored genetic risk communication and reverse cascade testing among families of newborns who underwent exome sequencing and were identified as having a risk for an autosomal dominant disease.

Methods: We conducted semistructured interviews with parents of newborns enrolled in the BabySeq Project who had a pathogenic or likely pathogenic variant associated with an autosomal dominant childhood- and/or adult-onset disease returned. We used directed content analysis to derive themes.

Results: From 11 families, all first-degree relatives (n = …

Genomic Characterisation Of The Relationship And Causal Links Between Vascular Calcification, Alzheimer’S Disease, And Cognitive Traits, Emmanuel O. Adewuyi, Simon M. Laws

Research outputs 2022 to 2026

Background/Objectives: Observational studies suggest a link between vascular calcification and dementia or cognitive decline, but the evidence is conflicting, and the underlying mechanisms are unclear. Here, we investigate the shared genetic and causal relationships of vascular calcification—coronary artery calcification (CAC) and abdominal aortic calcification (AAC)—with Alzheimer’s disease (AD), and five cognitive traits. Methods: We analyse large-scale genome-wide association studies (GWAS) summary statistics, using well-regarded methods, including linkage disequilibrium score regression (LDSC), Mendelian randomisation (MR), pairwise GWAS (GWAS-PW), and gene-based association analysis. Results: Our findings reveal a nominally significant positive genome-wide genetic correlation between CAC and AD, which becomes non-significant after …

Meeting Report: 1st International Conference On Polyploid Giant Cancer Cells-Biology, Clinical Applications, And The Birth Of A New Field In Cancer Research, Tao P Wu, Xiaoran Li, Sujuan Ba, Phil Jones, Donna E Hansel, Jinsong Liu

Faculty, Staff and Students Publications

No abstract provided.

Multi-Omics Delineate Growth Factor Network Underlying Exercise Effects In An Alzheimer’S Mouse Model, Xin Li, Chaozhong Liu, Wenbo Li, Guantong Qi, Yanwan Dai, Chaohao Gu, Yuxiang Sun, Wenjun Zhou, Veronica C Ciliberto, Jing Liang, Udhaya Kumar S, Dongyin Guan, Zhaoyong Hu, Hui Zheng, Zhandong Liu, Hu Chen, Ying-Wooi Wan, Zheng Sun

Duncan NRI Faculty and Staff Publications

Introduction: Physical exercise is a primary defense against age-related cognitive decline and Alzheimer's disease (AD).

Methods: We conducted single-nucleus transcriptomic and chromatin accessibility analyses (snRNA-seq and snATAC-seq) on the hippocampus of mice carrying mutations in the amyloid precursor protein gene (APPNL-G-F) following prolonged voluntary wheel-running exercise.

Results: Exercise mitigates amyloid-induced changes in transcriptome and chromatin accessibility through cell type-specific regulatory networks converging on growth factor signaling, particularly the epidermal growth factor receptor (EGFR) signaling. The beneficial effects of exercise on neurocognition can be blocked by pharmacological inhibition of EGFR and its downstream PI3K signaling. Exercise leads to elevated levels of …

Predicting The Impact Of Rare Variants On Rna Splicing In Cagi6, Jenny Lord, Carolina Jaramillo Oquendo, Htoo A Wai, Andrew G L Douglas, David J Bunyan, Yaqiong Wang, Zhiqiang Hu, Zishuo Zeng, Daniel Danis, Panagiotis Katsonis, Amanda Williams, Olivier Lichtarge, Yuchen Chang, Richard D Bagnall, Stephen M Mount, Brynja Matthiasardottir, Chiaofeng Lin, Thomas Van Overeem Hansen, Raphael Leman, Alexandra Martins, Claude Houdayer, Sophie Krieger, Constantina Bakolitsa, Yisu Peng, Akash Kamandula, Predrag Radivojac, Diana Baralle

Faculty, Staff and Students Publications

Variants which disrupt splicing are a frequent cause of rare disease that have been under-ascertained clinically. Accurate and efficient methods to predict a variant's impact on splicing are needed to interpret the growing number of variants of unknown significance (VUS) identified by exome and genome sequencing. Here, we present the results of the CAGI6 Splicing VUS challenge, which invited predictions of the splicing impact of 56 variants ascertained clinically and functionally validated to determine splicing impact. The performance of 12 prediction methods, along with SpliceAI and CADD, was compared on the 56 functionally validated variants. The maximum accuracy achieved was …

Assessing Predictions On Fitness Effects Of Missense Variants In Hmbs In Cagi6, Jing Zhang, Lisa Kinch, Panagiotis Katsonis, Olivier Lichtarge, Milind Jagota, Yun S Song, Yuanfei Sun, Yang Shen, Nurdan Kuru, Onur Dereli, Ogun Adebali, Muttaqi Ahmad Alladin, Debnath Pal, Emidio Capriotti, Maria Paola Turina, Castrense Savojardo, Pier Luigi Martelli, Giulia Babbi, Rita Casadio, Fabrizio Pucci, Marianne Rooman, Gabriel Cia, Matsvei Tsishyn, Alexey Strokach, Zhiqiang Hu, Warren Van Loggerenberg, Frederick P Roth, Predrag Radivojac, Steven E Brenner, Qian Cong, Nick V Grishin

Faculty, Staff and Students Publications

This paper presents an evaluation of predictions submitted for the "HMBS" challenge, a component of the sixth round of the Critical Assessment of Genome Interpretation held in 2021. The challenge required participants to predict the effects of missense variants of the human HMBS gene on yeast growth. The HMBS enzyme, critical for the biosynthesis of heme in eukaryotic cells, is highly conserved among eukaryotes. Despite the application of a variety of algorithms and methods, the performance of predictors was relatively similar, with Kendall's tau correlation coefficients between predictions and experimental scores around 0.3 for a majority of submissions. Notably, the …

Cagi6 Id Panel Challenge: Assessment Of Phenotype And Variant Predictions In 415 Children With Neurodevelopmental Disorders (Ndds), Maria Cristina Aspromonte, Alessio Del Conte, Shaowen Zhu, Wuwei Tan, Yang Shen, Yexian Zhang, Qi Li, Maggie Haitian Wang, Giulia Babbi, Samuele Bovo, Pier Luigi Martelli, Rita Casadio, Azza Althagafi, Sumyyah Toonsi, Maxat Kulmanov, Robert Hoehndorf, Panagiotis Katsonis, Amanda Williams, Olivier Lichtarge, Su Xian, Wesley Surento, Vikas Pejaver, Sean D Mooney, Uma Sunderam, Rajgopal Srinivasan, Alessandra Murgia, Damiano Piovesan, Silvio C E Tosatto, Emanuela Leonardi

Faculty, Staff and Students Publications

The Genetics of Neurodevelopmental Disorders Lab in Padua provided a new intellectual disability (ID) Panel challenge for computational methods to predict patient phenotypes and their causal variants in the context of the Critical Assessment of the Genome Interpretation, 6th edition (CAGI6). Eight research teams submitted a total of 30 models to predict phenotypes based on the sequences of 74 genes (VCF format) in 415 pediatric patients affected by Neurodevelopmental Disorders (NDDs). NDDs are clinically and genetically heterogeneous conditions, with onset in infant age. Here, we assess the ability and accuracy of computational methods to predict comorbid phenotypes based on clinical …

Genomics And Multiomics In The Age Of Precision Medicine, Srinivasan Mani, Seema R Lalani, Mohan Pammi

Faculty, Staff and Students Publications

Precision medicine is a transformative healthcare model that utilizes an understanding of a person's genome, environment, lifestyle, and interplay to deliver customized healthcare. Precision medicine has the potential to improve the health and productivity of the population, enhance patient trust and satisfaction in healthcare, and accrue health cost-benefits both at an individual and population level. Through faster and cost-effective genomics data, next-generation sequencing has provided us the impetus to understand the nuances of complex interactions between genes, diet, and lifestyle that are heterogeneous across the population. The emergence of multiomics technologies, including transcriptomics, proteomics, epigenomics, metabolomics, and microbiomics, has enhanced …

Evaluation Of Enzyme Activity Predictions For Variants Of Unknown Significance In Arylsulfatase A, Shantanu Jain, Marena Trinidad, Thanh Binh Nguyen, Kaiya Jones, Santiago Diaz Neto, Fang Ge, Ailin Glagovsky, Cameron Jones, Giankaleb Moran, Boqi Wang, Kobra Rahimi, Sümeyra Zeynep Çalıcı, Luis R Cedillo, Silvia Berardelli, Buse Özden, Ken Chen, Panagiotis Katsonis, Amanda Williams, Olivier Lichtarge, Sadhna Rana, Swatantra Pradhan, Rajgopal Srinivasan, Rakshanda Sajeed, Dinesh Joshi, Eshel Faraggi, Robert Jernigan, Andrzej Kloczkowski, Jierui Xu, Zigang Song, Selen Özkan, Natàlia Padilla, Xavier De La Cruz, Rocio Acuna-Hidalgo, Andrea Grafmüller, Laura T Jiménez Barrón, Matteo Manfredi, Castrense Savojardo, Giulia Babbi, Pier Luigi Martelli, Rita Casadio, Yuanfei Sun, Shaowen Zhu, Yang Shen, Fabrizio Pucci, Marianne Rooman, Gabriel Cia, Daniele Raimondi, Pauline Hermans, Sofia Kwee, Ella Chen, Courtney Astore, Akash Kamandula, Vikas Pejaver, Rashika Ramola, Michelle Velyunskiy, Daniel Zeiberg, Reet Mishra, Teague Sterling, Jennifer L Goldstein, Jose Lugo-Martinez, Sufyan Kazi, Sindy Li, Kinsey Long, Steven E Brenner, Constantina Bakolitsa, Predrag Radivojac, Dean Suhr, Teryn Suhr, Wyatt T Clark

Faculty, Staff and Students Publications

Continued advances in variant effect prediction are necessary to demonstrate the ability of machine learning methods to accurately determine the clinical impact of variants of unknown significance (VUS). Towards this goal, the ARSA Critical Assessment of Genome Interpretation (CAGI) challenge was designed to characterize progress by utilizing 219 experimentally assayed missense VUS in the Arylsulfatase A (ARSA) gene to assess the performance of community-submitted predictions of variant functional effects. The challenge involved 15 teams, and evaluated additional predictions from established and recently released models. Notably, a model developed by participants of a genetics and coding bootcamp, trained with standard machine-learning …

Evaluating Predictors Of Kinase Activity Of Stk11 Variants Identified In Primary Human Non-Small Cell Lung Cancers, Yile Chen, Kyoungyeul Lee, Junwoo Woo, Dong-Wook Kim, Changwon Keum, Giulia Babbi, Rita Casadio, Pier Luigi Martelli, Castrense Savojardo, Matteo Manfredi, Yang Shen, Yuanfei Sun, Panagiotis Katsonis, Olivier Lichtarge, Vikas Pejaver, David J Seward, Akash Kamandula, Constantina Bakolitsa, Steven E Brenner, Predrag Radivojac, Anne O'Donnell-Luria, Sean D Mooney, Shantanu Jain

Faculty, Staff and Students Publications

Critical evaluation of computational tools for predicting variant effects is important considering their increased use in disease diagnosis and driving molecular discoveries. In the sixth edition of the Critical Assessment of Genome Interpretation (CAGI) challenge, a dataset of 28 STK11 rare variants (27 missense, 1 single amino acid deletion), identified in primary non-small cell lung cancer biopsies, was experimentally assayed to characterize computational methods from four participating teams and five publicly available tools. Predictors demonstrated a high level of performance on key evaluation metrics, measuring correlation with the assay outputs and separating loss-of-function (LoF) variants from wildtype-like (WT-like) variants. The …