Tumor mutational burden (TMB) and PD-L1 expression as predictors of response to immunotherapy (IO) in NSCLC.

2019 ◽  
Vol 37 (15_suppl) ◽  
pp. 2630-2630
Author(s):  
Emily Castellanos ◽  
Jeremy Snider ◽  
Siraj Mahamed Ali ◽  
Daniel Backenroth ◽  
Lee A. Albacker ◽  
...  
Keyword(s):  
Real World ◽  
Additive Model ◽  
Information Criterion ◽  
Continuous Measure ◽  
Combined Model ◽  
Predictors Of Response ◽  
General Additive Model ◽  
Comprehensive Genomic Profiling ◽  
Tumor Mutational Burden ◽  
Pathology Reports

2630 Background: PD-L1 expression and TMB, as a proxy for neoantigen burden, have been correlated with response to IO in advanced NSCLC (aNSCLC) clinical trials, but their combined utility is unclear. We assessed TMB and PD-L1 as predictors of response in aNSCLC patients (pts) after IO monotherapy in a real-world setting. Methods: Pts had a diagnosis of aNSCLC, comprehensive genomic profiling of 186-315 genes/1.1 megabase (Mb), PD-L1 testing of pre-IO specimens, and were treated in the Flatiron Health network (1/2011 - 6/2018). Clinical characteristics and real-world tumor response (rwTR) were obtained via technology-enabled abstraction of clinician notes and radiology/pathology reports, and linked to genomic data in the Flatiron Health-Foundation Medicine Clinico-Genomic Database. A general additive model examined the predictive value of TMB (as continuous measure) and PD-L1 level on rwTR. A reduced PD-L1-only model was compared to the full model using Akaike Information Criterion (AIC). rwTR predictions at representative TMB and PD-L1 levels were calculated. Results: Of 426 pts, PD-L1 expression was high (≥50%) in 140, low (1-49%) in 123, and negative (<1%) in 163. Median TMB was 9.6 mut/Mb (IQR 4.4 - 14.8) overall, 11.3 in responders and 8.7 in non-responders. TMB did not correlate with PD-L1 level (Kruskal-Wallis p=0.29). The TMB + PD-L1 model had superior prediction of rwTR than the PD-L1 model, as assessed by lower AIC score. In the combined model, higher TMB and PD-L1 levels were each associated with higher rwTR likelihood (Table). Predicted rwTR probability, % (95% CI), by TMB and PD-L1 in line 1. Conclusions: TMB and PD-L1 expression are independent markers that, when combined, have increased predictive power for response to IO. High TMB + low/neg PD-L1 behaved similarly to low TMB + high PD-L1, and high TMB + high PD-L1 predicted the highest rwTR. Investigation of these biomarkers as complementary predictors of progression and overall survival is ongoing.[Table: see text]

scholarly journals Immunotherapy in Adrenocortical Carcinoma: Predictors of Response, Efficacy, Safety, and Mechanisms of Resistance

Biomedicines ◽  
2021 ◽  
Vol 9 (3) ◽  
pp. 304
Author(s):  
Marta Araujo-Castro ◽  
Eider Pascual-Corrales ◽  
Javier Molina-Cerrillo ◽  
Teresa Alonso-Gordoa
Keyword(s):  
Adrenocortical Carcinoma ◽  
Checkpoint Inhibitors ◽  
Treatment Options ◽  
Progression Free Survival ◽  
Mechanisms Of Resistance ◽  
Response Efficacy ◽  
Predictors Of Response ◽  
Primary Endpoints ◽  
Tumor Mutational Burden

Adrenocortical carcinoma (ACC) is a rare endocrine malignancy with limited treatment options in the advanced stages. Immunotherapy offers hope for altering the orthodox management of cancer, and its role in advanced ACC has been investigated in different studies. With the aim clarifying the role of immunotherapy in ACC we performed a comprehensive review about this topic focusing on the predictors of response, efficacy, safety, and the mechanisms of resistance. Five clinical trials with four immune checkpoint inhibitors (pembrolizumab, avelumab, nivolumab, and ipilimumab) have investigated the role of immunotherapy in advanced ACC. Despite, the different primary endpoints used in these studies, the reported rates of overall response rate and progression free survival were generally poor. Three main potential markers of response to immunotherapy in ACC have been described: Expression of PD-1 and PD-L1, microsatellite instability and tumor mutational burden. However, none of them has been validated in prospective studies. Several mechanisms of ACC immunoevasion may be responsible of immunotherapy failure, and a greater knowledge of these mechanisms might lead to the development of new strategies to overcome the immunotherapy resistance. In conclusion, although currently the role of immunotherapy is limited, the identification of immunological markers of response and the implementation of strategies to avoid immunotherapy resistance could improve the efficacy of this therapy.

scholarly journals Unique Genomic Landscape of High-Grade Neuroendocrine Cervical Carcinoma: Implications for Rethinking Current Treatment Paradigms

2020 ◽  
pp. 972-987
Author(s):  
Ramez N. Eskander ◽  
Julia Elvin ◽  
Laurie Gay ◽  
Jeffrey S. Ross ◽  
Vincent A. Miller ◽  
...  
Keyword(s):  
Treatment Strategies ◽  
Current Treatment ◽  
High Grade ◽  
Novel Treatment ◽  
Sample Average ◽  
Genomic Landscape ◽  
Comprehensive Genomic Profiling ◽  
Tumor Mutational Burden ◽  
Sample Range ◽  
Novel Treatment Strategies

PURPOSE High-grade neuroendocrine cervical cancer (HGNECC) is an uncommon malignancy with limited therapeutic options; treatment is patterned after the histologically similar small-cell lung cancer (SCLC). To better understand HGNECC biology, we report its genomic landscape. PATIENTS AND METHODS Ninety-seven patients with HGNECC underwent comprehensive genomic profiling (182-315 genes). These results were subsequently compared with a cohort of 1,800 SCLCs. RESULTS The median age of patients with HGNECC was 40.5 years; 83 patients (85.6%) harbored high-risk human papillomavirus (HPV). Overall, 294 genomic alterations (GAs) were identified (median, 2 GAs/sample; average, 3.0 GAs/sample, range, 0-25 GAs/sample) in 109 distinct genes. The most frequently altered genes were PIK3CA (19.6% of cohort), MYC (15.5%), TP53 (15.5%), and PTEN (14.4%). RB1 GAs occurred in 4% versus 32% of HPV-positive versus HPV-negative tumors ( P < .0001). GAs in HGNECC involved the following pathways: PI3K/AKT/mTOR (41.2%); RAS/MEK (11.3%); homologous recombination (9.3%); and ERBB (7.2%). Two tumors (2.1%) had high tumor mutational burden (TMB; both with MSH2 alterations); 16 (16.5%) had intermediate TMB. Seventy-one patients (73%) had ≥ 1 alteration that was theoretically druggable. Comparing HGNECC with SCLC, significant differences in TMB, microsatellite instability, HPV-positive status, and in PIK3CA, MYC, PTEN, TP53, ARID1A, and RB1 alteration rates were found. CONCLUSION This large cohort of patients with HGNECC demonstrated a genomic landscape distinct from SCLC, calling into question the biologic and therapeutic relevance of the histologic similarities between the entities. Furthermore, 73% of HGNECC tumors had potentially actionable alterations, suggesting novel treatment strategies for this aggressive malignancy.

Genomic landscape of non-small cell lung cancer (NSCLC) with methylthioadenosine phosphorylase (MTAP) deletion.

2021 ◽  
Vol 39 (15_suppl) ◽  
pp. 9116-9116
Author(s):  
Stephen L. Graziano ◽  
Dean C. Pavlick ◽  
Ethan Sokol ◽  
Shakti H. Ramkissoon ◽  
Eric Allan Severson ◽  
...  
Keyword(s):  
Tumor Cell ◽  
Synthetic Lethality ◽  
Checkpoint Inhibitors ◽  
Large Cell ◽  
Combination Strategies ◽  
Genomic Landscape ◽  
Comprehensive Genomic Profiling ◽  
Tumor Mutational Burden ◽  
Cell Expression ◽  
The Impact

9116 Background: NSCLC remains a major cause of cancer-associated mortality despite major advancements in treatments. In addition to immune checkpoint inhibitors (ICPI), new strategies for clinically advanced NSCLC now include the development of new synthetic lethality targets focused on protein arginine methyl transferases such as PRMT5 that exploit the impact of tumor cell genomic loss of MTAP. Methods: 29,379 advanced/metastatic NSCLC cases underwent hybrid-capture based comprehensive genomic profiling to evaluate all classes of genomic alterations (GA). Tumor mutational burden (TMB) was determined on up to 1.1 Mb of sequenced DNA and microsatellite instability (MSI) was determined on up to 114 loci. PD-L1 tumor cell expression was determined by DAKO 22C3 immunohistochemistry (IHC); low positive was a tumor proportion score (TPS) 1-49% and high positive was a TPS ≥50%. Results: 3,928 NSCLC exhibited MTAP homozygous loss. Cases had the following subtypes: adenocarcinoma (59%), squamous cell ca (22%), NSCLC NOS (16%), and large cell neuroendocrine, sarcomatoid, adenosquamous ca (all 1%). GA/tumor were similar when CDKN2A/B losses associated with 9p21 co-deletion with MTAP loss are excluded. Significant differences in currently targetable GA included KRAS G12C higher in MTAP-intact NSCLC (P =.0003) and EGFR short variant mutations higher in MTAP-deleted NSCLC (P <.0001). MTAP-intact NSCLC had higher frequencies of GAs in TP53 (P <.0001) and RB1 and a lower frequency of SMARCA4 (P <.0001). GAs frequencies in ERBB2, MET, ALK, ROS1 and NTRK1 were similar. Biomarkers for potential ICPI efficacy were higher in MTAP-intact including TMB ≥10mut/Mb (P =.0002) and low and high PD-L1 IHC staining (P =.01). Biomarkers potentially predictive of ICPI resistance ( STK11 and KEAP1) were similar in both groups. Conclusions: MTAP loss occurs in 13% of NSCLC, supporting the development of novel targeted therapies designed to exploit PRMT5 hyper-dependence in these tumors. MTAP loss in NSCLC is accompanied by differences in targeted and ICPI options for these patients which may impact future combination strategies. Further study of anti-PRMT5 drugs that are enabled by MTAP loss in NSCLC appears warranted.[Table: see text]

P1.09-04 Comprehensive Genomic Profiling in a Brazilian Cohort of Lung Cancer Patients: Real-World Impact

2019 ◽  
Vol 14 (10) ◽  
pp. S496-S497
Author(s):  
T. Padua ◽  
M. Monteiro ◽  
M. Silvino ◽  
L. Carvalho ◽  
T. Sousa ◽  
...  
Keyword(s):  
Lung Cancer ◽  
Cancer Patients ◽  
Real World ◽  
Genomic Profiling ◽  
Lung Cancer Patients ◽  
Comprehensive Genomic Profiling ◽  
Brazilian Cohort

The emerging development of tumor mutational burden in patients with NSCLC

2020 ◽  
Author(s):  
Yu Zhang ◽  
Lifeng Wang ◽  
Rutian Li ◽  
Baorui Liu
Keyword(s):  
Racial Differences ◽  
Response Prediction ◽  
Small Cell ◽  
Small Cell Lung ◽  
Mutational Burden ◽  
Predictors Of Response ◽  
Tumor Mutational Burden ◽  
Multiple Biomarkers ◽  
History Of ◽  
Innovative Concept

Immunocheckpoint inhibitors (ICIs) which target PD-1 and CTLA-4 have dramatically changed the history of non-small-cell lung cancer treatment. Multiple biomarkers especially tumor mutational burden (TMB) have been raised to be potential predictors of response to ICIs. However, great value of TMB has been observed in patients who receive ICIs monotherapy instead of ICIs combination therapy from latest exploratory studies. Thus, the innovative concept of TMB needs to be identified. This study uncovers specific aspects of TMB including signatures of TMB, factors related with variation, racial differences, heterogeneity between tissue TMB and blood-based TMB. Additionally, more and more factors are found valuable in clinical trials, suggesting that more markers should be further investigated as interesting candidates for response prediction beyond TMB.

Tumor mutational burden (TMB) and co-existing actionable mutations in biliary tract cancers (BTC).

2017 ◽  
Vol 35 (15_suppl) ◽  
pp. 4086-4086 ◽  
Author(s):  
Apurva Jain ◽  
Rachna T. Shroff ◽  
Mingxin Zuo ◽  
Jacqueline Weatherly ◽  
Funda Meric-Bernstam ◽  
...  
Keyword(s):  
Dna Repair ◽  
Biliary Tract ◽  
Checkpoint Inhibitors ◽  
Repair Pathway ◽  
Biliary Tract Cancers ◽  
Mutational Burden ◽  
Study Results ◽  
Comprehensive Genomic Profiling ◽  
Tumor Mutational Burden ◽  
Brca1 Brca2

4086 Background: Mutations in DNA repair pathway were identified in 13% of Biliary Tract Cancers (BTC) [ Cancer2016;122:3838–3847]. High TMB tumors including melanoma, lung cancer and those with microsatellite instability (MSI-H) are associated with susceptibility to immune blockade using checkpoint inhibitors. TMB data in BTC is limited and its association with actionable somatic mutation (mut) profiles in BTC is unknown. Methods: Comprehensive genomic profiling (CGP) of 309 FFPE tissue blocks of BTC pts with a hybrid capture of all coding exons of 236 cancer-related genes and 47 introns of 19 genes rearranged in cancer was done using FoundationOne. Base substitutions, indels, gene fusion/rearrangements, TMB, and MSI status were assessed. TMB was calculated by counting mutations across a 1.25Mb region and classified into high (TMBH; ≥20 mut/Mb), intermediate (TMBI; 6 - 19mut/Mb) and low (TMBL; < 6mut/Mb). MSI high (MSIH) and Stable (MSS) status was assigned by a computational algorithm examining 114 intronic homopolymer loci. Patients with TMB ≥6 mut/Mb (N = 60) were included in the clinical correlative portion of this study. Results: Sixty patients with TMB ≥6 mut were identified out of 309 pts of which 9 (15%) were TMBH and 51 (85%) were TMBI. These included 3 (5%) MSIH and 18 (30 %) MSS. The median age was 59 years (range: 29-86), 35 (58%) were females, majority were intrahepatic cholangiocarcinoma (n = 31; 52%) and 28 (47%) presented with advanced disease at diagnosis. Twenty three (38%) pts had received radiation therapy, 28 (47%) surgery and 3 (5%) received immunotherapy. Most frequent co-existing mut seen was TP53 (N = 35; 58%). APC mut was seen in 7 (12%) pts. DNA repair pathway muts ( MSH6, BRCA1, BRCA2, ATM, MLH1, or MSH2 genes) were identified in 78% of TMBH versus 16% in TMBI cases (p < 0.0001). Frequency of PIK3CA mut differed significantly between TMBH and TMBI (44% vs 10%, p < 0.0001). Pts with TMBI had a significantly better median OS (110 weeks) as compared to TMBH (43 weeks) (p = 0.003). Conclusions: DNA repair pathway and PIK3CA mut maybe associated with TMBH in BTC. A better understanding of TMB and associated actionable mutations in BTC may be of value for the management of BTC patients with targeted agents and immunotherapy.

Targeted therapy for HER2 driven colorectal cancer.

2017 ◽  
Vol 35 (15_suppl) ◽  
pp. 3583-3583 ◽  
Author(s):  
Jeffrey S. Ross ◽  
Siraj Mahamed Ali ◽  
Julia Andrea Elvin ◽  
Alexa Betzig Schrock ◽  
James Suh ◽  
...  
Keyword(s):  
Colorectal Cancer ◽  
Clinical Trials ◽  
Genomic Profiling ◽  
Hybrid Capture ◽  
Mutational Burden ◽  
Precision Therapy ◽  
Comprehensive Genomic Profiling ◽  
Tumor Mutational Burden ◽  
Upper Gastrointestinal ◽  
Colonic Adenocarcinomas

3583 Background: ERBB2 ( HER2) genomic alterations (GA) are evolving therapy taregets in metastatc coorectal cancer (mCRC). Methods: Hybrid capture based comprehensive genomic profiling (CGP) was performed on 8874 (9.6%) mCRC including both colonic adenocarcinomas (7587 cases; 85%) and rectal adenocarcinomas (1287 cases, 15%) Tumor mutational burden (TMB) was calculated from a minimum of 1.2 Mb of sequenced DNA. Results: ERBB2 amplifications or a short variant (SV) alterations or both were found in 433 (4.9%) of the total mCRC. 195 (45%) of the ERBB2 positive mCRC were female and 238 (55%) were male. Median age was 54 years (range 22 to 88 years). The most frequently co-altered genes were SV GA in TP53 (82%), APC (70%), KRAS (26%), SMAD4 (15%) and PIK3CA (13%). Clinically relevant GA significantly under-represented in ERBB2-altered CRC included significantly reduced GA in KRAS at 26% (p = 0.001) and BRAF at 4% (p = 0.003) as well as other kinases at 1% including EGFR, KIT, MET and RET. The frequency of TMB at > 10 mut/Mb (p < 0.0001), but at > 20 mut/Mb mCRC cases demonstrated virtually the same results regardless to ERBB2 status at a frequency of x%. The overall ERBB2 GA frequency at 5.3% in rectal mCRC is slightly higher than that seen in colonic mCRC at 4.9%, (p = 0.36). The frequency of TMB > 10 mut/Mb in ERBB2 WT mCRC is greater in the colonic mCRC than the rectal mCRC (p < 0.0001 for both comparisons). When > 20 mut/Mb is used as the cut-off, the greater frequency of TMB in colonic mCRC versus rectal mCRC remains significant (p < 0.0001). When the ERBB2altered mCRC cases are evaluated, the greater frequency of TMB > 10 mu/Mb in colonic mCRC versus rectal mCRC remains significant (p = 0.009), but the greater frequency in colonic verses rectal mCRC at the > 20 mut/Mb is not significant (p = 0.37). Conclusions: Although lower than observed in breast and upper gastrointestinal carcinomas where anti-HER2 therapies are approved indications, the frequency of ERBB2 GA in CRC at 4.9% is significant. Importantly, nearly half of CRC ERBB2 alterations are SVs, not detectable by routine IHC and FISH testing. However, the success of anti-HER2 therapies shown here and progress in on-going clinical trials indicates that targeting ERBB2 has potential to become an approved advance in precision therapy for mCRC patients.

Genomic alterations (GA) and tumor mutational burden (TMB) in large cell neuroendocrine carcinoma of lung (L-LCNEC) as compared to small cell lung carcinoma (SCLC) as assessed via comprehensive genomic profiling (CGP).

2017 ◽  
Vol 35 (15_suppl) ◽  
pp. 8517-8517 ◽  
Author(s):  
Young Kwang Chae ◽  
Keerthi Tamragouri ◽  
Jon Chung ◽  
Alexa Betzig Schrock ◽  
Bhaskar Kolla ◽  
...  
Keyword(s):  
Small Cell Lung Carcinoma ◽  
Clinical Care ◽  
Large Cell ◽  
Smoking History ◽  
Genomic Profiling ◽  
Wild Type ◽  
Cell Lung Carcinoma ◽  
Mutational Burden ◽  
Comprehensive Genomic Profiling ◽  
Tumor Mutational Burden

8517 Background: SCLC and L-LCNEC are aggressive neoplasms that are both associated with smoking history and are thought to overlap in clinical, histogenetic, and genomic features. We reviewed the genomic profiles of >1187 patients to assess the genomic similarities of these diseases. Methods: Comprehensive genomic profiling (CGP) of tumors from 300 L-LCNEC and 887 SCLC patients in the course of clinical care was performed to suggest pathways to benefit from therapy. Results: Commonly altered genes in both diseases included TP53, RB1, MYC/MYCL1, MLL2, LRP1B and PTEN; alterations in other genes occurred at somewhat differing frequencies (table). For both diseases, RB1 mutation significantly co-occurred with TP53 mutations (p<0.001), but occurred in a mutually exclusive fashion to STK11 and CDKN2A (p<0.001). RB1 was mutually exclusive with KRAS for L-LCNEC but not for SCLC. The interquartile range for SCLC and L-LCNEC TMB is 7.9 and 12.6 with the 75% quartile being 14.4 and 17.1 respectively. Cases of both diseases will be presented with radiographic response to genomically matched targeted therapy and immunotherapy, particularly in cases of high TMB. Conclusions: Given the similar overall genomic profiles and clinical behavior of a subset of these diseases, they could be conceived of as a single disease to be further classified by genomically defined classes such as SCLC-type ( TP53/ RB1mutated) and NSCLC-like (wild type for one or both). By analogy to NSLC and melanoma, benefit from immunotherapy appears most likely for only the upper quartile of cases in TMB. [Table: see text]

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