Development and validation of a multigene variant profiling assay to guide targeted and immuno therapy selection in solid tumors.
We present data on analytical validation of the multigene variant profiling assay (CellDx) to provide actionable indications for selection of targeted and immune checkpoint inhibitor (ICI) therapy in solid tumors. CellDx includes Next Generation Sequencing (NGS) profiling of gene variants in a targe...
Main Authors: | , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Public Library of Science (PLoS)
2021-01-01
|
Series: | PLoS ONE |
Online Access: | https://doi.org/10.1371/journal.pone.0246048 |
id |
doaj-14c1fdb7b51a495288351668340b7646 |
---|---|
record_format |
Article |
spelling |
doaj-14c1fdb7b51a495288351668340b76462021-07-28T04:31:16ZengPublic Library of Science (PLoS)PLoS ONE1932-62032021-01-01162e024604810.1371/journal.pone.0246048Development and validation of a multigene variant profiling assay to guide targeted and immuno therapy selection in solid tumors.Dadasaheb AkolkarDarshana PatilNavin SrivastavaRevati PatilVineet DattaSachin ApurwaNitin YashwanteRaja DhasarathanRahul GosaviJinumary JohnShabishta KhanNinad JadhavPriti MeneDhanashri AhireSushant PawarHarshal BodkeSubhraline SahooArun NileDinesh SaindaneHarshal DarokarPradip DevhareAjay SrinivasanRajan DatarWe present data on analytical validation of the multigene variant profiling assay (CellDx) to provide actionable indications for selection of targeted and immune checkpoint inhibitor (ICI) therapy in solid tumors. CellDx includes Next Generation Sequencing (NGS) profiling of gene variants in a targeted 452-gene panel as well as status of total Tumor Mutation Burden (TMB), Microsatellite instability (MSI), Mismatch Repair (MMR) and Programmed Cell Death-Ligand 1 (PD-L1) respectively. Validation parameters included accuracy, sensitivity, specificity and reproducibility for detection of Single Nucleotide Alterations (SNAs), Copy Number Alterations (CNAs), Insertions and Deletions (Indels), Gene fusions, MSI and PDL1. Cumulative analytical sensitivity and specificity of the assay were 99.03 (95% CI: 96.54-99.88) and 99.23% (95% CI: 98.54% - 99.65%) respectively with 99.20% overall Accuracy (95% CI: 98.57% - 99.60%) and 99.7% Precision based on evaluation of 116 reference samples. The clinical performance of CellDx was evaluated in a subsequent analysis of 299 clinical samples where 861 unique mutations were detected of which 791 were oncogenic and 47 were actionable. Indications in MMR, MSI and TMB for selection of ICI therapies were also detected in the clinical samples. The high specificity, sensitivity, accuracy and reproducibility of the CellDx assay is suitable for clinical application for guiding selection of targeted and immunotherapy agents in patients with solid organ tumors.https://doi.org/10.1371/journal.pone.0246048 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Dadasaheb Akolkar Darshana Patil Navin Srivastava Revati Patil Vineet Datta Sachin Apurwa Nitin Yashwante Raja Dhasarathan Rahul Gosavi Jinumary John Shabishta Khan Ninad Jadhav Priti Mene Dhanashri Ahire Sushant Pawar Harshal Bodke Subhraline Sahoo Arun Nile Dinesh Saindane Harshal Darokar Pradip Devhare Ajay Srinivasan Rajan Datar |
spellingShingle |
Dadasaheb Akolkar Darshana Patil Navin Srivastava Revati Patil Vineet Datta Sachin Apurwa Nitin Yashwante Raja Dhasarathan Rahul Gosavi Jinumary John Shabishta Khan Ninad Jadhav Priti Mene Dhanashri Ahire Sushant Pawar Harshal Bodke Subhraline Sahoo Arun Nile Dinesh Saindane Harshal Darokar Pradip Devhare Ajay Srinivasan Rajan Datar Development and validation of a multigene variant profiling assay to guide targeted and immuno therapy selection in solid tumors. PLoS ONE |
author_facet |
Dadasaheb Akolkar Darshana Patil Navin Srivastava Revati Patil Vineet Datta Sachin Apurwa Nitin Yashwante Raja Dhasarathan Rahul Gosavi Jinumary John Shabishta Khan Ninad Jadhav Priti Mene Dhanashri Ahire Sushant Pawar Harshal Bodke Subhraline Sahoo Arun Nile Dinesh Saindane Harshal Darokar Pradip Devhare Ajay Srinivasan Rajan Datar |
author_sort |
Dadasaheb Akolkar |
title |
Development and validation of a multigene variant profiling assay to guide targeted and immuno therapy selection in solid tumors. |
title_short |
Development and validation of a multigene variant profiling assay to guide targeted and immuno therapy selection in solid tumors. |
title_full |
Development and validation of a multigene variant profiling assay to guide targeted and immuno therapy selection in solid tumors. |
title_fullStr |
Development and validation of a multigene variant profiling assay to guide targeted and immuno therapy selection in solid tumors. |
title_full_unstemmed |
Development and validation of a multigene variant profiling assay to guide targeted and immuno therapy selection in solid tumors. |
title_sort |
development and validation of a multigene variant profiling assay to guide targeted and immuno therapy selection in solid tumors. |
publisher |
Public Library of Science (PLoS) |
series |
PLoS ONE |
issn |
1932-6203 |
publishDate |
2021-01-01 |
description |
We present data on analytical validation of the multigene variant profiling assay (CellDx) to provide actionable indications for selection of targeted and immune checkpoint inhibitor (ICI) therapy in solid tumors. CellDx includes Next Generation Sequencing (NGS) profiling of gene variants in a targeted 452-gene panel as well as status of total Tumor Mutation Burden (TMB), Microsatellite instability (MSI), Mismatch Repair (MMR) and Programmed Cell Death-Ligand 1 (PD-L1) respectively. Validation parameters included accuracy, sensitivity, specificity and reproducibility for detection of Single Nucleotide Alterations (SNAs), Copy Number Alterations (CNAs), Insertions and Deletions (Indels), Gene fusions, MSI and PDL1. Cumulative analytical sensitivity and specificity of the assay were 99.03 (95% CI: 96.54-99.88) and 99.23% (95% CI: 98.54% - 99.65%) respectively with 99.20% overall Accuracy (95% CI: 98.57% - 99.60%) and 99.7% Precision based on evaluation of 116 reference samples. The clinical performance of CellDx was evaluated in a subsequent analysis of 299 clinical samples where 861 unique mutations were detected of which 791 were oncogenic and 47 were actionable. Indications in MMR, MSI and TMB for selection of ICI therapies were also detected in the clinical samples. The high specificity, sensitivity, accuracy and reproducibility of the CellDx assay is suitable for clinical application for guiding selection of targeted and immunotherapy agents in patients with solid organ tumors. |
url |
https://doi.org/10.1371/journal.pone.0246048 |
work_keys_str_mv |
AT dadasahebakolkar developmentandvalidationofamultigenevariantprofilingassaytoguidetargetedandimmunotherapyselectioninsolidtumors AT darshanapatil developmentandvalidationofamultigenevariantprofilingassaytoguidetargetedandimmunotherapyselectioninsolidtumors AT navinsrivastava developmentandvalidationofamultigenevariantprofilingassaytoguidetargetedandimmunotherapyselectioninsolidtumors AT revatipatil developmentandvalidationofamultigenevariantprofilingassaytoguidetargetedandimmunotherapyselectioninsolidtumors AT vineetdatta developmentandvalidationofamultigenevariantprofilingassaytoguidetargetedandimmunotherapyselectioninsolidtumors AT sachinapurwa developmentandvalidationofamultigenevariantprofilingassaytoguidetargetedandimmunotherapyselectioninsolidtumors AT nitinyashwante developmentandvalidationofamultigenevariantprofilingassaytoguidetargetedandimmunotherapyselectioninsolidtumors AT rajadhasarathan developmentandvalidationofamultigenevariantprofilingassaytoguidetargetedandimmunotherapyselectioninsolidtumors AT rahulgosavi developmentandvalidationofamultigenevariantprofilingassaytoguidetargetedandimmunotherapyselectioninsolidtumors AT jinumaryjohn developmentandvalidationofamultigenevariantprofilingassaytoguidetargetedandimmunotherapyselectioninsolidtumors AT shabishtakhan developmentandvalidationofamultigenevariantprofilingassaytoguidetargetedandimmunotherapyselectioninsolidtumors AT ninadjadhav developmentandvalidationofamultigenevariantprofilingassaytoguidetargetedandimmunotherapyselectioninsolidtumors AT pritimene developmentandvalidationofamultigenevariantprofilingassaytoguidetargetedandimmunotherapyselectioninsolidtumors AT dhanashriahire developmentandvalidationofamultigenevariantprofilingassaytoguidetargetedandimmunotherapyselectioninsolidtumors AT sushantpawar developmentandvalidationofamultigenevariantprofilingassaytoguidetargetedandimmunotherapyselectioninsolidtumors AT harshalbodke developmentandvalidationofamultigenevariantprofilingassaytoguidetargetedandimmunotherapyselectioninsolidtumors AT subhralinesahoo developmentandvalidationofamultigenevariantprofilingassaytoguidetargetedandimmunotherapyselectioninsolidtumors AT arunnile developmentandvalidationofamultigenevariantprofilingassaytoguidetargetedandimmunotherapyselectioninsolidtumors AT dineshsaindane developmentandvalidationofamultigenevariantprofilingassaytoguidetargetedandimmunotherapyselectioninsolidtumors AT harshaldarokar developmentandvalidationofamultigenevariantprofilingassaytoguidetargetedandimmunotherapyselectioninsolidtumors AT pradipdevhare developmentandvalidationofamultigenevariantprofilingassaytoguidetargetedandimmunotherapyselectioninsolidtumors AT ajaysrinivasan developmentandvalidationofamultigenevariantprofilingassaytoguidetargetedandimmunotherapyselectioninsolidtumors AT rajandatar developmentandvalidationofamultigenevariantprofilingassaytoguidetargetedandimmunotherapyselectioninsolidtumors |
_version_ |
1721279107176595456 |