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  • 1
    Online Resource
    Online Resource
    American Society of Clinical Oncology (ASCO) ; 2017
    In:  Journal of Clinical Oncology Vol. 35, No. 15_suppl ( 2017-05-20), p. e23060-e23060
    In: Journal of Clinical Oncology, American Society of Clinical Oncology (ASCO), Vol. 35, No. 15_suppl ( 2017-05-20), p. e23060-e23060
    Abstract: e23060 Background: The presence of a targetable driver mutation in nearly 50% non-small cell lung cancer (NSCLC) patients has enabled tailoring therapy regimens to improve survival. Serial repeat biopsies can offer an instrumental indication into the longitudinal evolution of cancer. However, tissue biopsies are invasive and can provide insufficient material for molecular testing. Mutation detection in plasma DNA as a “liquid biopsy” has been suggested as non-invasive approach to monitor tumor dynamics over time. Methods: We established an institutional protocol (NCT01511288) for the collection of liquid biopsies from stage IIIB/IV NSCLC patients either untreated, under therapy or progressive on therapy with a TKI. This protocol has included 134 NSCLC patients for whom clinical, pathological and genomic information is collected prospectively. Analyses were performed by Inivata using InVision (enhanced tagged-amplicon sequencing). Results: So far, samples from 50 patients have been analyzed. InVision allowed the detection of driver mutations in 20 plasma samples obtained at diagnosis. Tissue was unavailable for molecular analysis in 8/20 samples. We observed a concordance rate in mached plasma and tissue samples, of 92,3% (n = 12). In plasma samples from patients that relapsed under erlotinib or gefitinib we evidenced the EGFR T790M mutation in 57% of patients, with a concordance rate of 90,9%. Interestingly, analysis of serial samples collected from 3 patients under EGFR-targeted therapy showed the emergence of an EGFR T790M mutation 11 weeks before the radiographic confirmation of progression (P1); differential dynamics in the allelic fractions of mutated clones that reflected the pattern of dissociated tumor response to treatment (P2) and the presence of concomitant EGFR activating and T790M mutations, together with an EGFR C797G, BRAF V600E and KRAS G12D in a patient who progressed under osimertinib (P3). Conclusions: Our preliminary results provide further evidence on the use of liquid biopsies for monitoring disease response, resistance to treatment and tumor heterogeneity. Subsequently, we will evaluate the utility of liquid biopsies in the clinical setting to understand the dynamics of mutant clones over time.
    Type of Medium: Online Resource
    ISSN: 0732-183X , 1527-7755
    RVK:
    RVK:
    Language: English
    Publisher: American Society of Clinical Oncology (ASCO)
    Publication Date: 2017
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  • 2
    In: Cancer Letters, Elsevier BV, Vol. 331, No. 1 ( 2013-4), p. 46-51
    Type of Medium: Online Resource
    ISSN: 0304-3835
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2013
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  • 3
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 78, No. 13_Supplement ( 2018-07-01), p. 4581-4581
    Abstract: INTRODUCTION Circulating tumor DNA (ctDNA) is a surrogate material for somatic mutation detection, such as EGFR, BRAF or KRAS mutations in NSCLC patients, however the applicability of this technique for ALK and ROS1 fusion detection is poorly described. The aim of this combined analysis was to evaluate an amplicon-based ctDNA technology in a cohort of ALK and ROS1 positive NSCLC patients. METHODS ALK and ROS1 positive NSCLC patients were prospectively enrolled or retrospective specimens selected, to be included across 6 international centres. ALK/ROS1 positive status was determined by standard of care (FISH/IHC or NGS). The analysis of EML4-ALK fusions (variant 1,2,3) and ROS1 fusions (with partner genes CD74, SLC34A2, SDC4 and EZR) was performed using the InVision™ platform. RESULTS Patients included (n=65; 59 ALK, 6 ROS1): 35 (55%) females, 40 (63%) non-smokers, median age of 59 years, stage IV disease (88%) adenocarcinoma (97%). All patients were ALK/ROS positive by IHC (32), FISH (45) and/or tissue NGS (10). Samples (n=98) were collected across multiple timepoints. In total, 31 patients were fusion positive (25 ALK, 6 ROS1). Among treatment-naïve patients, sensitivity was 78% for ALK and 100% for ROS1. In contrast, fusions were detected in minority of samples (7/57) in patients responding to treatment. In patients with ctDNA positive ALK fusion (n=25): 8 patients (32%) presented the EML4-ALK variant 1; 2 (8%) the variant 2 and 15 (60%) the variant 3. In the ROS1 population (n=6), rearrangement with chromosome 5, resulting in CD74-ROS1 was seen in 4 of cases and translocation with chromosome 4 to generate SLC34A2-ROS1 occurred in 2 of cases. All patients had unique DNA fusion junctions identified and will be described, providing an insight at the DNA level of the molecular mechanisms leading to ALK and ROS1 driven lung cancers. Breakpoint microhomology was observed at the fusion junction in 50% of cases, ranging from 1 to 7bp. A 4bp insertion of non-templated DNA was seen in one case, with the remaining 47% of cases most likely the result of non-homologous end joining. Evidence for enrichment of microhomologous sequences and clustering of breaks within the introns will be investigated and reported at the conference. CONCLUSION The detection of ALK and ROS1 fusions using the amplicon-based NGS Invision liquid biopsy platform is feasible in routine clinical practice. Good sensitivity for clinically actionable ALK and ROS structural rearrangements in untreated advanced NSCLC patients was demonstrated. Citation Format: Laura Mezquita, Yuebi Hu, Karen Howarth, Cecile Jovelet, David Planchard, Ludovic Lacroix, Aurelie Swalduz, Sandra Ortiz-Cuaran, Virginie Avrillon, Vincent Plagnol, John Beeler, Katherine Baker-Neblett, Greg Jones, Nitzan Rosenfeld, Clive Morris, Emma Green, Edward S. Kim, Maurice Perol, Pierre Saintigny, Stephen V. Liu, Geoff R. Oxnard, Benjamin Besse. Feasibility of an amplicon-based liquid biopsy for ALK and ROS1 fusions in advanced non-small cell lung cancer (NSCLC) patients [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 4581.
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
    RVK:
    RVK:
    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2018
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  • 4
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 75, No. 15_Supplement ( 2015-08-01), p. 752-752
    Abstract: In EGFR mutant lung adenocarcinomas, targeted therapy with the EGFR tyrosine kinase inhibitors (TKIs) erlotinib, gefitinib, and afatinib performs better than standard chemotherapy in terms of progression free survival (PFS) and radiographic response (RR) rates. In the ALK rearranged cases, targeted therapy with crizotinib is associated with PFS of about 9,7 months and RR of 60.8%. Unfortunately, all patients relapse with a median PFS of 7 to 16 months. The mechanisms of acquired resistance to first generation EGFR TKIs include a secondary EGFR mutation (T790M) in about 50% and, with less frequency, MET amplification, HER2 amplification, PTEN loss, transformation to small cell histology, EMT and rare mutations in BRAF and PI3KCA. Resistance to crizotinib is caused by ALK kinase mutations, by ALK or cKIT amplification or by alterations in IGF1R/IRS1, EGFR and KRAS. Here, we made use of next generation sequencing techniques to better understand the mechanisms that drive resistance in lung adenocarcinomas treated with erlotinib or crizotinib. To this aim, we used rebiopsy samples from patients that had either prolonged stable disease or partial response to therapy, and developed radiographic progression under TKI therapy. To model the emergence of resistance mechanisms in vitro, we generated resistant cell lines to a variety of ALK inhibitors. Patient samples and resistant cell lines that were negative for any of the previously reported mechanisms of resistance were analyzed by genome or exome; validation of mutation calls was performed by Sanger sequencing. Sequencing of the erlotinib resistant samples revealed a deletion in the transmembrane domain of ABCD4, an ATP-binding cassette (ABC) transporter. Stable transduction of this mutation in BaF3 cells, showed that neither the expression of ABCD4 nor the mutation resulted in a reduced sensitivity to erlotinib. Results of the functional validation of a mutation found in a Fms-related tyrosine kinase are currently ongoing. Crizotinib resistant samples showed a mutation in the IPT/TIG domain of the RON kinase that, when expressed in sensitive cells, did not confer resistance to crizotinib. However, a mutation in the PSI domain of the semaphorin SEMA3E lead to an prologned Akt activation, thus sustained downstream PI3K signaling in cells treated with crizotinib. The molecular mechanisms behind this finding are being analyzed. Crizotinib resistant samples also showed mutations in SWI/SNF-regulator of chromatin and a GTPase of the Rab family. Cells resistant to different ALK inhibitors harbor mutations in a mitogen activated protein kinase and an ephrin receptor, among others. The functional impact of such mutations and the efficacy of combination therapies in the setting of resistance to these inhibitors are currently being tested. Our results imply a wide range of cellular pathways might be involved in the process of acquired resistance to EGFR and ALK inhibitors in lung adenocarcinomas. Citation Format: Sandra Ortiz-Cuarán, Lynnette Fernandez-Cuesta, Christine M. Lovly, Marc Bos, Matthias Scheffler, Sebastian Michels, Kerstin Albus, Lydia Meyer, Katharina König, Ilona Dahmen, Christian Mueller, Luca Ozretić, Lars Tharun, Philipp Schaub, Alexandra Florin, Berit Pinther, Nike Bahlmann, Sascha Ansén, Martin Peifer, Lukas C. Heukamp, Reinhard Buettner, Martin L. Sos, Jürgen Wolf, William Pao, Roman K. Thomas. Elucidating the mechanisms of acquired resistance in lung adenocarcinomas. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 752. doi:10.1158/1538-7445.AM2015-752
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
    RVK:
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    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2015
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  • 5
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 78, No. 13_Supplement ( 2018-07-01), p. 1841-1841
    Abstract: Background: BRAF mutations occur in 2 to 3% of patients (pts) with non-small cell lung cancer (NSCLC). In these pts vemurafenib, a selective oral BRAF inhibitor is associated with a response rate (RR) of 42%, rising to 64% for combination treatment with dabrafenib and trametinib. Despite initial responses, most pts ultimately develop resistance to therapy. Mechanisms of resistance to BRAF inhibitors in NSCLC have only been reported in 2 pts (acquired KRAS G12D and primary resistance due to BRAF G469L) Objective: To assess the molecular mechanisms of resistance and to monitor disease response to treatment using liquid biopsies in NSCLC pts treated with BRAF inhibitors. Strategy: We performed a longitudinal genomic analysis of circulating-tumor DNA (ctDNA) in BRAF-mutated NSCLC pts treated in the AcSé vemurafenib program (NCT02304809) (n=44), or with the combination of dabrafenib and trametinib (n=6). We have collected 24 samples at baseline, 45 during follow-up and 9 at progressive disease (PD). ctDNA genotyping of 36 genes was performed using the Inivata InVisionFirst™ assay. Functional analyses of potentially resistant mutations and in vitro strategies to revert the resistant phenotype are ongoing. Results: Our preliminary analyses showed that BRAF mutations were detected at diagnosis in 16/24 pts, including 12 BRAF V600E mutations and 4 non-V600E mutations (i.e. G466V, G596R, G469A and K601E). 4/12 (34%) of BRAF V600E-mutated pts presented coexistent mutations, in FGFR2, CTNNB1, IDH1 or PI3KCA, whereas concomitant mutations in KRAS, NRAS or MYC were found in 3/4 (75%) of non-V600E cases. Analyses of response to treatment vs mutational profile will be presented. For the remaining 8/24 pts, TP53 mutations were found in 5 pts in absence of BRAF mutations, and no mutations were detected in 3 pts. Mechanisms of resistance were evaluated in 9 pts. One patient who progressed after 11 months on vemurafenib had MAP2K1 C121S and NFE2L2 p.31-32:GV/X mutations. In this patient, longitudinal ctDNA profiling revealed agreement between the %AF of BRAF and TP53 mutations and response to treatment, and detectable levels of the BRAF V600E and the MAP2K1 C121S mutations up to 6 months before the clinical confirmation of PD. Acquired PI3KCA H1047R and E545K mutations were seen in two pts, respectively, who progressed after 15 and 7 months of vemurafenib. Finally, a fourth patient who relapsed after 3 months on vemurafenib, presented a KRAS G12C mutation. All 4 cases also presented detectable levels of the BRAF V600E mutation at PD. In 3/8 pts, we detected the BRAF V600E mutation at PD but no other mutations; drivers of resistance may be present in genes outside this panel. ctDNA sequencing data on additional 7 pts at PD will be presented. Conclusion: Our results suggest that ctDNA genotyping might be an informative tool for monitoring disease response and resistance in NSCLC pts treated with BRAF-targeted therapies. Citation Format: Sandra Ortiz-Cuaran, Julien Mazières, Aurélie Swalduz, Washington René Chumbi Flores, Yohan Loriot, Virginie Westeel, Anne Pradines, Claire Tissot, Christelle Clement Duchene, Christine Raynaud, Xavier Quantin, Radj Gervais, Etienne Brain, Isabelle Monnet, Etienne Giroux Leprieur, Séverine Neymarc, Virginie Avrillon, Solène Marteau, Séverine Martinez, Gilles Clapisson, Nathalie Girerd-Chambaz, Celine Mahier, Nathalie Hoog-Labouret, Frank de Kievit, Karen Howarth, Emma Green, Clive Morris, Maurice Pérol, Jean-Yves Blay, Pierre Saintingy. Integrative analysis of resistance to BRAF-targeted therapies in lung adenocarcinomas [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 1841.
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
    RVK:
    RVK:
    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2018
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  • 6
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 74, No. 19_Supplement ( 2014-10-01), p. 956-956
    Abstract: In lung adenocarcinomas, targeted therapy with the EGFR tyrosine kinase inhibitors (TKIs) erlotinib, gefitinib and afatinib is associated with longer progression free survival (PFS) and higher radiographic response (RR) rates when compared to standard first-line chemotherapy. In ALK rearranged lung cancers, targeted therapy with crizotinib is associated with PFS of approximately 9,7 months and RR of 60.8%. However, despite the initial success of these agents, all patients progress with a median PFS of 7 to 16 months. Acquired resistance in EGFR mutant tumors is driven by the occurrence of a secondary EGFR mutation (T790M) in about 50% of the cases and by MET amplification in 5 to 10 % of the cases. Other mechanisms include HER2 amplification, PTEN loss, phenotypic change to small cell histology, rare mutations in BRAF and AXL activation. Resistance to crizotinib, on the other hand, is caused by secondary mutations in the ALK kinase domain, by ALK or cKIT amplification or by alterations in EGFR and KRAS. Here, we made use of next generation sequencing techniques to better understand the mechanisms that drive resistance in lung adenocarcinomas treated with erlotinib or crizotinib. For this purpose, we used transbronchial or CT-guided rebiopsies from patients that had either prolonged stable disease or partial response to therapy, and developed radiographic progression under TKI therapy. Samples were analyzed by FISH and sequenced on a benchtop Illumina platform (MiSeq) in order to evaluate the presence of known mechanisms of resistance. Samples that were negative for any of the reported mechanisms were analyzed by genome, exome or trascriptome sequencing. From the sequencing output of the pan-negative samples, filtering of mutation candidates included: absence of the mutation in the pre-treatment sample (when available), expression of the candidate gene in lung adenocarcinomas, absence of the mutation in primary lung adenocarcinomas, high impact of the mutation at protein level (Polyphen), mutant allelic fraction in the tumor higher than 10%, among other factors. After filtering, validation of mutation calls was performed by Sanger sequencing. Sequencing of the erlotinib resistant samples revealed mutations in members of a functionally wide spectrum of protein families including the proteoglycan family, the ATP-binding cassette (ABC) transporters family, an Fms-related tyrosine kinase receptor and a member of the transforming growth factor beta family of cytokines. On the other hand, crizotinib resistant samples showed mutations in a cell surface receptor for macrophage-stimulating protein with tyrosine kinase activity, in a C2H2 type zinc finger gene, a semaphorin, a mitogen-activated protein kinase and a member of the SWI/SNF family of proteins. Our results evidence the possible contribution of a wide range of cellular pathways in the process of acquired resistance to EGFR and ALK inhibitors in lung adenocarcinomas. Citation Format: Sandra Ortiz-Cuarán, Lynnette Fernandez-Cuesta, Marc Bos, Lukas Heukamp, Christine M. Lovly, Martin Peifer, Masyar Gardizi, Matthias Scheffler, Ilona Dahmen, Christian Müller, Katharina König, Kerstin Albus, Alexandra Florin, Sascha Ansén, Reinhard Buettner, Jürgen Wolf, William Pao, Roman K. Thomas. Elucidating the mechanisms of acquired resistance in lung adenocarcinomas. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 956. doi:10.1158/1538-7445.AM2014-956
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
    RVK:
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    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2014
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  • 7
    Online Resource
    Online Resource
    American Association for Cancer Research (AACR) ; 2023
    In:  Clinical Cancer Research Vol. 29, No. 18 ( 2023-09-15), p. 3579-3591
    In: Clinical Cancer Research, American Association for Cancer Research (AACR), Vol. 29, No. 18 ( 2023-09-15), p. 3579-3591
    Abstract: The current landscape of targeted therapies directed against oncogenic driver alterations in non–small cell lung cancer (NSCLC) is expanding. Patients with EGFR-mutant NSCLC can derive significant benefit from EGFR tyrosine kinase inhibitor (TKI) therapy, including the third-generation EGFR TKI osimertinib. However, invariably, all patients will experience disease progression with this therapy mainly due to the adaptation of cancer cells through primary or secondary molecular mechanisms of resistance. The comprehension and access to tissue and cell-free DNA next-generation sequencing have fueled the development of innovative therapeutic strategies to prevent and overcome resistance to osimertinib in the clinical setting. Herein, we review the biological and clinical implications of molecular mechanisms of osimertinib resistance and the ongoing development of therapeutic strategies to overcome or prevent resistance.
    Type of Medium: Online Resource
    ISSN: 1078-0432 , 1557-3265
    RVK:
    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2023
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  • 8
    In: Journal of Clinical Oncology, American Society of Clinical Oncology (ASCO), Vol. 35, No. 15_suppl ( 2017-05-20), p. 3026-3026
    Abstract: 3026 Background: Nivolumab is a monoclonal antibody, targeting PD-1 receptor and demonstrating durable clinical benefit in 20% of metastatic NSCLC patients in second and further treatment lines. The expression of one of the PD-1 ligand, PD-L1 assessed by IHC is associated with better outcome. However, robust predictive markers of efficacy are lacking. Methods: 115 pts with stage IV NSCLC (42 squamous, 73 adenocarcinoma) were included in this retrospective study in 4 different institutions. They received nivolumab (3 mg/kg IV Q2W) after at least one line of systemic platinum-based chemotherapy. Response to first line chemotherapy and to nivolumab (RECIST 1.1) was determined on CT scan by two physicians. Association between best response to first-line regimen and PFS, OS or response to nivolumab was determined using both Chi2 and Cox analysis. Results: 46 (40%), 44 (38%) and 25 (22%) patients experimented PR, SD and PD to first-line platinum-based chemotherapy. 25 (22%), 34 (29.5%), 56 (48.5%) experimented PR, SD and PD to nivolumab. 59.5% (53/89) of patients who experimented clinical benefit (SD+PR) to first-line also experimented clinical benefit to nivolumab while only 20% (5/25) of patients with PD as best response to chemotherapy experimented clinical benefit to nivolumab (Chi2 test p = 0.002). The type of first-line doublet chemotherapy did not influence the response rate to nivolumab. Cox uni and multivariate models included age, histology and performance status underlined that patients with clinical benefit from chemotherapy had improved PFS with nivolumab (P = 0.002) (median PFS on nivolumab regimen of 4.9, 3.3 and 1.8 months for patients with PR, SD and PD to first-line, respectively). Similar results were obtained for OS (P = 0.03). Conclusions: Our data suggest that response to first-line chemotherapy may be a good surrogate marker of response, PFS and OS to post-platinum nivolumab in metastatic NSCLC.
    Type of Medium: Online Resource
    ISSN: 0732-183X , 1527-7755
    RVK:
    RVK:
    Language: English
    Publisher: American Society of Clinical Oncology (ASCO)
    Publication Date: 2017
    detail.hit.zdb_id: 2005181-5
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  • 9
    In: Journal of Clinical Oncology, American Society of Clinical Oncology (ASCO), Vol. 41, No. 16_suppl ( 2023-06-01), p. e14652-e14652
    Abstract: e14652 Background: Lung cancer is one of the most prevalent types of cancer worldwide: 250,000 new cases are diagnosed yearly in the US, amongst which 80% are non-small cell lung cancers (NSCLC). The optimal biomarker to select patients diagnosed with advanced disease and benefiting the most from immunotherapy is still to be identified. Herein, we used KEM (Knowledge Extraction and Management) explainable Artificial Intelligence (xAI) as a tool that systematically extracts and evaluates all association rules between all variables in a database, thus enabling the identification of subgroups of patients with advanced NSCLC treated with immunotherapy with higher chances of overall survival in the NIVOBIO cohort (Foy et al. Eur J Cancer 2023). We aimed to identify biomarkers linked to optimum response to immunotherapy considering previous lines of therapies. Methods: Data was retrieved from GEO warehouse (GSE161537) and aggregated into a consolidated database totaling 82 patients and 2,568 variables. A two-step analysis plan was then performed. First step relied on KEM xAI: rules between gene expression, number of previous treatment lines and survival were explored: 51,306 rules were generated. 19 rules involving 3 genes were retained using metrics such as Support (number of examples), Confidence (conditional probability) and Lift (relative probability) and focusing on genes with a consistent signal across rules. Second, Cox proportional hazards models were generated using these genes to test the interaction between their expression and the number of previous treatment lines the patient had undergone. Genes with a significant log-rank and interaction p-value were retained. Results: Our analysis identified 2 genes that were significantly associated with overall survival and previous lines of treatment: SOS2 (p 〈 0.001) and LIFR (p = 0.020) high expression was associated with improved survival among patients with at least two previous treatment lines, whereas it was associated with poor survival for other patients. Consistently, low expression values of these genes were associated with poor survival in patients with less than two previous treatment lines. SOS2 and LIFR gene expression was identified as having a significant interaction with the number of previous treatment lines in the Cox model with a hazard ratio of 0.08 and 0.39 respectively. Conclusions: Our analysis enabled the identification of biomarkers not obviously related to the immune microenvironment and associated with an improved or poor survival depending on when immunotherapy was administered. These findings are laying promising foundations for the development of dynamic biomarkers and their potential translation into therapeutic recommendations after further validation.
    Type of Medium: Online Resource
    ISSN: 0732-183X , 1527-7755
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    RVK:
    Language: English
    Publisher: American Society of Clinical Oncology (ASCO)
    Publication Date: 2023
    detail.hit.zdb_id: 2005181-5
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  • 10
    In: Data in Brief, Elsevier BV, Vol. 44 ( 2022-10), p. 108556-
    Type of Medium: Online Resource
    ISSN: 2352-3409
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2022
    detail.hit.zdb_id: 2786545-9
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