2.5. Molecular Biology
The Action OncoKitDx panel (Grupo Health in Code, Spain) is designed for the analysis of genetic alterations in 59 genes relevant to the development of solid tumors. Covered alterations include point mutations (substitutions, deletions, or insertions), copy number alterations, and rearrangements, with diagnostic and prognostic relevance, as well as therapeutic actionability for representing therapeutic targets and/or predictive markers for approved or clinically developing targeted drugs. Additionally, it integrates microsatellite instability analysis, with potential predictive value in the context of immunotherapy, and pharmacogenetic studies by analyzing variants related to the toxicity or efficacy of major chemotherapy treatments. Study results can help establish personalized therapeutic decisions based on the tumor's genetic alterations.
The Action OncoKitDx panel integrates: Sequencing of complete exonic regions of 55 genes: ALK, ARID1A, ATM, ATRX, BAP1, BRAF, BRCA1, BRCA2, CHEK2, CDH1, CTNNB1, EGFR, ERBB2, ESR1, FGFR1, FGFR2, FGFR3, FGFR4, GNA11, GNAQ, H3F3A, HIST1H3B, HIST1H3H, HRAS, IDH1, IDH2, KIT, KRAS, MAP2K1, MET, MLH1, MSH2, MSH6, MTOR, MYC, NRAS, NTRK1, NTRK2, NTRK3, PALB2, PBRM1, PDGFRA, PIK3CA, PMS2 + 5’UTR, PTEN, POLD1, POLE, RET, ROS1, SDHA, SDHB, SDHD, TERT + 5’UTR, TP53, and VHL.
Sequencing of hotspot regions of the TSC1, TSC2, and AKT1 genes.
Analysis of rearrangements of the ALK, BRAF, EGFR, FGFR2, FGFR3, NRG1, NTRK1, NTRK2, NTRK3, RET, and ROS1 genes. Rearrangement analysis is performed using probes covering the intronic regions where breakpoints have been identified in the indicated genes.
Microsatellite instability (MSI) analysis using a panel of 110 microsatellite regions.
Detection of copy number variations (CNVs) - amplifications and deletions - in the genes covered by the panel and analysis of large chromosomal alterations across the genome, including deletions or gains of entire chromosomes or chromosomal regions.
Detection of pharmacogenetic variants to evaluate the response or toxicity to chemotherapy treatments. Various alterations in seven genes affecting the response to tumors of different origins are analyzed: DPYD (rs3918290, rs67376798, rs55886062, rs115232898, and rs75017182), XRCC1 (rs25487), UGT1A1 (rs4148323), CYP2D6 (rs3892097 and rs5030655), MTHFR (rs1801133), TPMT (rs1142345, rs1800460, rs1800584, and rs1800462), CYP2C9 (rs1799853 and rs1057910).
The preparation of the Action OncoKitDx panel is automated with the Magnis Dx NGS Prep System robot (Agilent, Santa Clara, CA, US). After extracting DNA from the formalin-fixed paraffin-embedded (FFPE) sample, it is enzymatically fragmented and enriched for regions of interest by hybridization with capture probes using SureSelectXT HS technology, following the manufacturer's recommendations. The protocol includes molecular tagging by adding unique molecular identifiers (UMIs), allowing PCR duplicates to be eliminated during library generation, improving the sensitivity and specificity of bioinformatic analysis. High-throughput sequencing is performed on the NextSeq 550 platform using reversible terminator synthesis (paired-end, 2x75bp). Bioinformatic analysis of the results is carried out using a specifically designed analysis pipeline through the Data Genomics platform [
16].
The bioinformatic analysis includes the alignment of the obtained sequences with the reference sequence (GRCh37/hg19) for target genes and regions after quality filtering, the identification of variants, and the annotation of variants.
Analytical validation and clinical utility of the Action OncoKitDx panel have been established for both the panel and the Data Genomics analysis program, with in vitro diagnostic marking (CE-IVD) [
17].
Technical parameters of the Action OncoKitDx panel obtained in its analytical validation:
Average read depth: 2500x.
Average read depth after UMI analysis: 1600x.
Coverage: 99.3% of bases covered at a minimum read depth of 100x.
•Uniformity: 98.9% of bases covered >20% of the average coverage.
Specificity: > 99%.
Sensitivity: > 99%.
Repeatability: > 99.9%
Reproducibility: > 99.9%.
Requirements, specifications regarding detection limits, and limitations of the Action OncoKitDx panel*:
Required DNA amount: 50-200ng.
Recommended DNA quality: DIN > 3 based on analysis with Genomic DNA ScreenTape Assay and TapeStation 4150 (Agilent).
Recommended tumor cellularity percentage: > 50%.
Minimum tumor cellularity percentage: 30%
Detection limit for point mutations (substitutions, deletions, or insertions): 5%.
Detection limit for copy number variations (CNVs): Estimation of the copy number of covered regions and genes is the result of applying a bioinformatic algorithm that analyzes differences in read depth of obtained sequences.
According to the manufacturer's specifications, a detection limit of 3 copies for gains and 1 copy for losses is established. Based on our experience, an increase in the number of copies above 8 copies could indicate an underlying focal amplification, provided that the analyzed sample's tumor cellularity percentage is >50%. Generally, the lower this percentage, the greater the copy number variation required to indicate underlying gene amplification. Nevertheless, confirmation through a specific quantitative method for CNVs (e.g., fluorescent in situ hybridization, FISH) is recommended if any identified alterations are considered in clinical decision-making.
For rearrangement analysis, mapping of reads on the reference genome differentiates split-reads (reads whose sequence maps to two different genome regions, allowing identification of the fusion point) and discordant read pairs/mate reads (reads that do not include the fusion point but surround it, enabling rearrangement identification).
For microsatellite analysis, at least 99 of the 110 analyzed markers must be evaluable, and classification is based on the percentage of markers showing instability:
High microsatellite instability (MSI-H): 31-100%
Low microsatellite instability (MSI-L): 21-30%
Microsatellite stable (MSS): 0-17%
Inconclusive results: 18-20%
*Detection limits and technical parameters obtained in the analytical validation of the Action OncoKitDx panel are based on samples with the following quality parameters: 200ng DNA and DIN > 3, tumor cellularity percentage > 50%.
There are regions in the genome whose characteristics make it impossible to accurately determine changes in their sequence (homopolymeric, repetitive, or highly homologous regions). Due to the intrinsic limitations of high-throughput sequencing technology for analyzing these regions, clinically relevant variants in the sample may not have been detected. Additionally, for minor alterations in the tumor, a representative number of fragments may not have been obtained during library generation, preventing sufficient sequence numbers for detecting these alterations. According to the manufacturer's specifications, detecting alterations covered by the Action OncoKitDx panel may be compromised when sequencing read depth is less than 200 reads (200x).
Nomenclature of identified mutations and variants follows Human Genome Variation Society (HGVS) recommendations [
18].
In the case of online database consultations, the current version at the time of the report was used. The information contained and the interpretation of results based on them are subject to change in future updates. Overall, data analysis and handling of results obtained are based on an interpretive approach reflecting current knowledge at the time of report issuance [
19]. Using high-throughput sequencing technology for comprehensive molecular annotation of tumors adheres to recommendations from the European Society of Medical Oncology (ESMO) [
20].
The results in this report aim to contribute to better molecular characterization of the patient's tumor, providing information on clinically useful genetic alterations and identifying potential therapeutic targets. However, these results should be considered in the patient's clinical context, and their use in management or therapeutic decision-making will be determined by the oncologist requesting the study.