6 research outputs found
Utility of cfDNA Fragmentation Patterns in Designing the Liquid Biopsy Profiling Panels to Improve Their Sensitivity
Genotyping of cell-free DNA (cfDNA) in plasma samples has the potential to allow for a noninvasive assessment of tumor biology, avoiding the inherent shortcomings of tissue biopsy. Next generation sequencing (NGS), a leading technology for liquid biopsy analysis, continues to be hurdled with several major issues with cfDNA samples, including low cfDNA concentration and high fragmentation. In this study, by employing Ion Torrent PGM semiconductor technology, we performed a comparison between two multi-biomarker amplicon-based NGS panels characterized by a substantial difference in average amplicon length. In course of the analysis of the peripheral blood from 13 diagnostic non-small cell lung cancer patients, equivalence of two panels, in terms of overall diagnostic sensitivity and specificity was shown. A pairwise comparison of the allele frequencies for the same somatic variants obtained from the pairs of panel-specific amplicons, demonstrated an identical analytical sensitivity in range of 140 to 170 bp amplicons in size. Further regression analysis between amplicon length and its coverage, illustrated that NGS sequencing of plasma cfDNA equally tolerates amplicons with lengths in the range of 120 to 170 bp. To increase the sensitivity of mutation detection in cfDNA, we performed a computational analysis of the features associated with genome-wide nucleosome maps, evident from the data on the prevalence of cfDNA fragments of certain sizes and their fragmentation patterns. By leveraging the support vector machine-based machine learning approach, we showed that a combination of nucleosome map associated features with GC content, results in the increased accuracy of prediction of high inter-sample sequencing coverage variation (areas under the receiver operating curve: 0.75, 95% CI: 0.750β0.752 vs. 0.65, 95% CI: 0.63β0.67). Thus, nucleosome-guided fragmentation should be utilized as a guide to design amplicon-based NGS panels for the genotyping of cfDNA samples
ΠΠΌΠΌΡΠ½ΠΎΠ»ΠΎΠ³ΠΈΡ: ΡΠΎΡΠΌΠΈΡΠΎΠ²Π°Π½ΠΈΠ΅ ΠΈΠΌΠΌΡΠ½Π½ΠΎΠ³ΠΎ ΠΎΡΠ²Π΅ΡΠ° ΠΊΠ°ΠΊ Π²Π΅Π΄ΡΡΠ΅Π³ΠΎ ΡΠ°ΠΊΡΠΎΡΠ° ΠΏΡΠΎΡΠΈΠ²ΠΎΠΎΠΏΡΡ ΠΎΠ»Π΅Π²ΠΎΠΉ Π·Π°ΡΠΈΡΡ
The prospect of effective immunotherapies for the treatment of patients with cancer is now becoming a clinical reality. A basic understanding of interaction between the tumor and the immune system, immune regulation pathways, mechanisms of escape from immune control allows to identify and implement new therapeutic approaches for cancer treatment. This review provides a modern view on the formation of anti-tumor immunity. The role of the key players are discussed β the components of innate and adaptive immunity, the mechanisms of the immune response and their features.ΠΠ΅ΡΡΠΏΠ΅ΠΊΡΠΈΠ²Π° ΡΡΡΠ΅ΠΊΡΠΈΠ²Π½ΠΎΠΉ ΠΈΠΌΠΌΡΠ½ΠΎΡΠ΅ΡΠ°ΠΏΠΈΠΈ Π΄Π»Ρ Π»Π΅ΡΠ΅Π½ΠΈΡ ΠΏΠ°ΡΠΈΠ΅Π½ΡΠΎΠ² Ρ Π΄ΠΈΠ°Π³Π½ΠΎΠ·ΠΎΠΌ ΡΠ°ΠΊ ΡΠ΅ΠΏΠ΅ΡΡ ΡΡΠ°Π½ΠΎΠ²ΠΈΡΡΡ ΠΊΠ»ΠΈΠ½ΠΈΡΠ΅ΡΠΊΠΎΠΉ ΡΠ΅Π°Π»ΡΠ½ΠΎΡΡΡΡ. ΠΠΎΠ½ΠΈΠΌΠ°Π½ΠΈΠ΅ ΠΎΡΠ½ΠΎΠ² Π²Π·Π°ΠΈΠΌΠΎΠ΄Π΅ΠΉΡΡΠ²ΠΈΡ ΠΎΠΏΡΡ
ΠΎΠ»ΠΈ ΠΈ ΠΈΠΌΠΌΡΠ½Π½ΠΎΠΉ ΡΠΈΡΡΠ΅ΠΌΡ, ΠΏΡΡΠ΅ΠΉ ΠΈΠΌΠΌΡΠ½ΠΎΡΠ΅Π³ΡΠ»ΡΡΠΈΠΈ, ΠΌΠ΅Ρ
Π°Π½ΠΈΠ·ΠΌΠΎΠ² ΡΡΠΊΠΎΠ»ΡΠ·Π°Π½ΠΈΡ ΠΎΡ ΠΈΠΌΠΌΡΠ½Π½ΠΎΠ³ΠΎ Π½Π°Π΄Π·ΠΎΡΠ° ΠΏΠΎΠ·Π²ΠΎΠ»ΡΠ΅Ρ Π²ΡΡΠ²ΠΈΡΡ ΠΈ ΡΠ΅Π°Π»ΠΈΠ·ΠΎΠ²Π°ΡΡ Π½ΠΎΠ²ΡΠ΅ ΡΠ΅ΡΠ°ΠΏΠ΅Π²ΡΠΈΡΠ΅ΡΠΊΠΈΠ΅ ΠΏΠΎΠ΄Ρ
ΠΎΠ΄Ρ Π΄Π»Ρ ΠΎΠ±Π΅ΡΠΏΠ΅ΡΠ΅Π½ΠΈΡ ΡΠΎΠ²ΡΠ΅ΠΌΠ΅Π½Π½ΡΡ
ΡΡΡΠ°ΡΠ΅Π³ΠΈΠΉ Π»Π΅ΡΠ΅Π½ΠΈΡ ΡΠ°ΠΊΠ°. Π ΠΎΠ±Π·ΠΎΡΠ΅ ΠΏΡΠ΅Π΄ΡΡΠ°Π²Π»Π΅Π½ ΡΠΎΠ²ΡΠ΅ΠΌΠ΅Π½Π½ΡΠΉ Π²Π·Π³Π»ΡΠ΄ Π½Π° ΡΠΎΡΠΌΠΈΡΠΎΠ²Π°Π½ΠΈΠ΅ ΠΏΡΠΎΡΠΈΠ²ΠΎΠΎΠΏΡΡ
ΠΎΠ»Π΅Π²ΠΎΠ³ΠΎ ΠΈΠΌΠΌΡΠ½ΠΈΡΠ΅ΡΠ°. ΠΠ±ΡΡΠΆΠ΄Π°Π΅ΡΡΡ ΡΠΎΠ»Ρ ΠΎΡΠ½ΠΎΠ²Π½ΡΡ
ΡΡΠ°ΡΡΠ½ΠΈΠΊΠΎΠ² β ΠΊΠΎΠΌΠΏΠΎΠ½Π΅Π½ΡΠΎΠ² Π²ΡΠΎΠΆΠ΄Π΅Π½Π½ΠΎΠ³ΠΎ ΠΈ Π°Π΄Π°ΠΏΡΠΈΠ²Π½ΠΎΠ³ΠΎ ΠΈΠΌΠΌΡΠ½ΠΈΡΠ΅ΡΠ°, ΠΌΠ΅Ρ
Π°Π½ΠΈΠ·ΠΌΡ ΡΠ΅Π°Π»ΠΈΠ·Π°ΡΠΈΠΈ ΠΈΠΌΠΌΡΠ½Π½ΠΎΠ³ΠΎ ΠΎΡΠ²Π΅ΡΠ° ΠΈ ΠΈΡ
ΠΎΡΠΎΠ±Π΅Π½Π½ΠΎΡΡΠΈ
Cabozantinib plus atezolizumab versus sorafenib for advanced hepatocellular carcinoma (COSMIC-312): a multicentre, open-label, randomised, phase 3 trial
Background: Cabozantinib has shown clinical activity in combination with checkpoint inhibitors in solid tumours. The COSMIC-312 trial assessed cabozantinib plus atezolizumab versus sorafenib as first-line systemic treatment for advanced hepatocellular carcinoma. Methods: COSMIC-312 is an open-label, randomised, phase 3 trial that enrolled patients aged 18 years or older with advanced hepatocellular carcinoma not amenable to curative or locoregional therapy and previously untreated with systemic anticancer therapy at 178 centres in 32 countries. Patients with fibrolamellar carcinoma, sarcomatoid hepatocellular carcinoma, or combined hepatocellular cholangiocarcinoma were not eligible. Tumours involving major blood vessels, including the main portal vein, were permitted. Patients were required to have measurable disease per Response Evaluation Criteria in Solid Tumors version 1.1 (RECIST 1.1), Barcelona Clinic Liver Cancer stage B or C disease, an Eastern Cooperative Oncology Group performance status of 0 or 1, adequate organ and marrow function, and Child-Pugh class A. Previous resection, tumour ablation, radiotherapy, or arterial chemotherapy was allowed if more than 28 days before randomisation. Patients were randomly assigned (2:1:1) via a web-based interactive response system to cabozantinib 40 mg orally once daily plus atezolizumab 1200 mg intravenously every 3 weeks, sorafenib 400 mg orally twice daily, or single-agent cabozantinib 60 mg orally once daily. Randomisation was stratified by disease aetiology, geographical region, and presence of extrahepatic disease or macrovascular invasion. Dual primary endpoints were progression-free survival per RECIST 1.1 as assessed by a blinded independent radiology committee in the first 372 patients randomly assigned to the combination treatment of cabozantinib plus atezolizumab or sorafenib (progression-free survival intention-to-treat [ITT] population), and overall survival in all patients randomly assigned to cabozantinib plus atezolizumab or sorafenib (ITT population). Final progression-free survival and concurrent interim overall survival analyses are presented. This trial is registered with ClinicalTrials.gov, NCT03755791. Findings: Analyses at data cut-off (March 8, 2021) included the first 837 patients randomly assigned between Dec 7, 2018, and Aug 27, 2020, to combination treatment of cabozantinib plus atezolizumab (n=432), sorafenib (n=217), or single-agent cabozantinib (n=188). Median follow-up was 15Β·8 months (IQR 14Β·5β17Β·2) in the progression-free survival ITT population and 13Β·3 months (10Β·5β16Β·0) in the ITT population. Median progression-free survival was 6Β·8 months (99% CI 5Β·6β8Β·3) in the combination treatment group versus 4Β·2 months (2Β·8β7Β·0) in the sorafenib group (hazard ratio [HR] 0Β·63, 99% CI 0Β·44β0Β·91, p=0Β·0012). Median overall survival (interim analysis) was 15Β·4 months (96% CI 13Β·7β17Β·7) in the combination treatment group versus 15Β·5 months (12Β·1βnot estimable) in the sorafenib group (HR 0Β·90, 96% CI 0Β·69β1Β·18; p=0Β·44). The most common grade 3 or 4 adverse events were alanine aminotransferase increase (38 [9%] of 429 patients in the combination treatment group vs six [3%] of 207 in the sorafenib group vs 12 [6%] of 188 in the single-agent cabozantinib group), hypertension (37 [9%] vs 17 [8%] vs 23 [12%]), aspartate aminotransferase increase (37 [9%] vs eight [4%] vs 18 [10%]), and palmar-plantar erythrodysaesthesia (35 [8%] vs 17 [8%] vs 16 [9%]); serious treatment-related adverse events occurred in 78 (18%) patients in the combination treatment group, 16 (8%) patients in the sorafenib group, and 24 (13%) in the single-agent cabozantinib group. Treatment-related grade 5 events occurred in six (1%) patients in the combination treatment group (encephalopathy, hepatic failure, drug-induced liver injury, oesophageal varices haemorrhage, multiple organ dysfunction syndrome, and tumour lysis syndrome), one (<1%) patient in the sorafenib group (general physical health deterioration), and one (<1%) patient in the single-agent cabozantinib group (gastrointestinal haemorrhage). Interpretation: Cabozantinib plus atezolizumab might be a treatment option for select patients with advanced hepatocellular carcinoma, but additional studies are needed. Funding: Exelixis and Ipsen.SCOPUS: ar.jinfo:eu-repo/semantics/publishe