[HTML][HTML] CAGI, the Critical Assessment of Genome Interpretation, establishes progress and prospects for computational genetic variant interpretation methods

Genome biology, 2024 - Springer
… In this work, we analyze the first decade of CAGIgenome variation interpretation. Results
are presented from three perspectives to provide (i) the clinical community with an assessment

CAGI, the Critical Assessment of Genome Interpretation, establishes progress and prospects for computational genetic variant interpretation methods

N Null, S Jain, C Bakolitsa, SE Brenner, P Radivojac… - Genome …, 2024 - cris.unibo.it
Background: The Critical Assessment of Genome Interpretation (CAGI) aims to advance the
state-of-the-art for computational prediction of genetic variant impact, particularly where …

Critical assessment of genome interpretation consortium. CAGI, the critical assessment of genome interpretation, establishes progress and pprospects for …

S Jain, C Bakolitsa, EB Steven, P Radivojac… - Genome …, 2024 - iris.uniroma1.it
Background: The Critical Assessment of Genome Interpretation (CAGI) aims to advance the
state-of-the-art for computational prediction of genetic variant impact, particularly where …

… whole genomes to rare genetic disorders: Identification of potential causative variants using phenotype‐weighted knowledge in the CAGI SickKids5 clinical genomes …

LR Pal, K Kundu, Y Yin, J Moult - Human mutation, 2020 - Wiley Online Library
… The Critical Assessment of Genome Interpretation 5 SickKids clinical genome challenge
provided an opportunity to assess … Here, we report our approach and results for the SickKids5 …

[HTML][HTML] An AI-based approach driven by genotypes and phenotypes to uplift the diagnostic yield of genetic diseases

S Zucca, G Nicora, F De Paoli, MG Carta, R Bellazzi… - Human Genetics, 2024 - Springer
… , the Critical Assessment of Genome Interpretation (CAGI) … the model overfits the CAGI data,
we assess the generalization … %), the causative variant was ranked in the top 5th positions. …

Problems in variation interpretation guidelines and in their implementation in computational tools

M Vihinen - Molecular Genetics & Genomic Medicine, 2020 - Wiley Online Library
… studies reporting all the relevant performance measures. Currently variation interpretation
Fifth, the schemes implicitly promote an idea of dichotomic distribution of variations either to …

Integration of protein structure and population-scale DNA sequence data for disease gene discovery and variant interpretation

B Li, B Jin, JA Capra, WS Bush - … Review of Biomedical Data …, 2022 - annualreviews.org
… and assessment, and reporting errors (… Critical Assessment of Genome Interpretation (CAGI)
is an analog to CASP that provides the scientific community with a framework for assessing

[HTML][HTML] Towards a New, Endophenotype-Based Strategy for Pathogenicity Prediction in BRCA1 and BRCA2: In Silico Modeling of the Outcome of HDR/SGE Assays …

S Özkan, N Padilla, X de la Cruz - International journal of molecular …, 2021 - mdpi.com
… DNA repair and saturation genome editing assays are available. … in the following, we will
restrict our analysis to RF predictors. … In this context, we believe that our results at CAGI 5 are …

[HTML][HTML] A machine learning approach based on ACMG/AMP guidelines for genomic variant classification and prioritization

G Nicora, S Zucca, I Limongelli, R Bellazzi, P Magni - Scientific reports, 2022 - nature.com
… with conflicting interpretations among different sources and those reported by ClinVar … ,
ClinVar is exploited for ACMG/AMP criteria evaluation and triggering 19 . Since the ML model will …

[HTML][HTML] Genetic diversity of Helicobacter pylori type IV secretion system cagI and cagN genes and their association with clinical diseases

Y Azizimoghaddam, S Kermanpour, N Mirzaei… - Scientific Reports, 2023 - nature.com
… A number of cagPAI genes in the Helicobacter pylori genome … Direct DNA sequence analysis
was performed for the cagI … cancer, which is the fifth most common malignancy and the third …