scholarly journals Massively parallel functional testing of MSH2 missense variants conferring Lynch syndrome risk

2021 ◽  
Vol 108 (1) ◽  
pp. 163-175
Author(s):  
Xiaoyan Jia ◽  
Bala Bharathi Burugula ◽  
Victor Chen ◽  
Rosemary M. Lemons ◽  
Sajini Jayakody ◽  
...  
2020 ◽  
Author(s):  
Xiaoyan Jia ◽  
Bala Bharathi Burugula ◽  
Victor Chen ◽  
Rosemary M. Lemons ◽  
Sajini Jayakody ◽  
...  

AbstractThe lack of functional evidence for the majority of missense variants limits their clinical interpretability, and poses a key barrier to the broad utility of carrier screening. In Lynch Syndrome (LS), one of the most highly prevalent cancer syndromes, nearly 90% of clinically observed missense variants are deemed “variants of uncertain significance” (VUS). To systematically resolve their functional status, we performed a massively parallel screen in human cells to identify loss-of-function missense variants in the key DNA mismatch repair factor MSH2. The resulting functional effect map is substantially complete, covering 94% of the 17,746 possible variants, and is highly concordant (96%) with existing functional data and expert clinicians’ interpretations. The large majority (89%) of missense variants were functionally neutral, perhaps unexpectedly in light of its evolutionary conservation. These data provide ready-to-use functional evidence to resolve the ∼1,300 extant missense VUSs in MSH2, and may facilitate the prospective classification of newly discovered variants in the clinic.


2018 ◽  
Author(s):  
Kenneth A. Matreyek ◽  
Lea M. Starita ◽  
Jason J. Stephany ◽  
Beth Martin ◽  
Melissa A. Chiasson ◽  
...  

ABSTRACTDetermining the pathogenicity of human genetic variants is a critical challenge, and functional assessment is often the only option. Experimentally characterizing millions of possible missense variants in thousands of clinically important genes will likely require generalizable, scalable assays. Here we describe Variant Abundance by Massively Parallel Sequencing (VAMP-seq), which measures the effects of thousands of missense variants of a protein on intracellular abundance in a single experiment. We apply VAMP-seq to quantify the abundance of 7,595 single amino acid variants of two proteins, PTEN and TPMT, in which functional variants are clinically actionable. We identify 1,079 PTEN and 805 TPMT single amino acid variants that result in low protein abundance, and may be pathogenic or alter drug metabolism, respectively. We observe selection for low-abundance PTEN variants in cancer, and our abundance data suggest that a PTEN variant accounting for ~10% of PTEN missense variants in melanomas functions via a dominant negative mechanism. Finally, we demonstrate that VAMP-seq can be applied to other genes, highlighting its potential as a generalizable assay for characterizing missense variants.


2011 ◽  
Vol 50 (1-2) ◽  
pp. 84-93 ◽  
Author(s):  
Yimei Fan ◽  
Jinyun Chen ◽  
Wei Wang ◽  
Puyuan Wu ◽  
Wenxian Zhi ◽  
...  

2011 ◽  
Vol 33 (3) ◽  
pp. 488-494 ◽  
Author(s):  
Mark Drost ◽  
José B.M. Zonneveld ◽  
Sandrine van Hees ◽  
Lene Juel Rasmussen ◽  
Robert M.W. Hofstra ◽  
...  

Author(s):  
Da Kuang ◽  
Rebecca Truty ◽  
Jochen Weile ◽  
Britt Johnson ◽  
Keith Nykamp ◽  
...  

Abstract Motivation When rare missense variants are clinically interpreted as to their pathogenicity, most are classified as variants of uncertain significance (VUS). Although functional assays can provide strong evidence for variant classification, such results are generally unavailable. Multiplexed assays of variant effect can generate experimental ‘variant effect maps’ that score nearly all possible missense variants in selected protein targets for their impact on protein function. However, these efforts have not always prioritized proteins for which variant effect maps would have the greatest impact on clinical variant interpretation. Results Here, we mined databases of clinically interpreted variants and applied three strategies, each building on the previous, to prioritize genes for systematic functional testing of missense variation. The strategies ranked genes (i) by the number of unique missense VUS that had been reported to ClinVar; (ii) by movability- and reappearance-weighted impact scores, to give extra weight to reappearing, movable VUS and (iii) by difficulty-adjusted impact scores, to account for the more resource-intensive nature of generating variant effect maps for longer genes. Our results could be used to guide systematic functional testing of missense variation toward greater impact on clinical variant interpretation. Availability and implementation Source code available at: https://github.com/rothlab/mave-gene-prioritization Supplementary information Supplementary data are available at Bioinformatics online.


2019 ◽  
Vol 40 (11) ◽  
pp. 2044-2056 ◽  
Author(s):  
Abhijit Rath ◽  
Akriti Mishra ◽  
Victoria Duque Ferreira ◽  
Chaoran Hu ◽  
Gregory Omerza ◽  
...  

2021 ◽  
Author(s):  
Chai Ann Ng ◽  
Rizwan Ullah ◽  
Jessica Farr ◽  
Adam P Hill ◽  
Krystian A Kozek ◽  
...  

High throughput genomics has greatly facilitated identification of genetic variants. However, determining which variants contribute to disease causation is challenging with more than half of all missense variants now classified as variants of uncertain significance (VUS). A VUS leaves patients and their clinicians unable to utilize the variant information in clinical decision-making. In long QT syndrome type 2, KCNH2 channel function is directly associated with disease presentation. Therefore, functional phenotyping of KCNH2 variants can provide direct evidence to aid variant classification. Here, we investigated the expression of all codon variants in exon 2 of KCNH2 using a massively parallel trafficking assay and for a subset of 458 single nucleotide variants compared the results with peak tail current density and gating using automated patch clamp electrophysiology. Trafficking could correctly classify loss of peak tail current density variants with an AUC reaching 0.94 compared to AUCs of 0.75 to 0.8 for in silico variant classifiers. We suggest massively parallel trafficking assays can provide prospective and accurate functional assessment for all missense variants in KCNH2 and most likely many other ion channels and membrane proteins.


2014 ◽  
Vol 36 (2) ◽  
pp. 202-211 ◽  
Author(s):  
I. Hinrichsen ◽  
D. Schafer ◽  
D. Langer ◽  
N. Koger ◽  
M. Wittmann ◽  
...  

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