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Germline immunomodulatory expression quantitative trait loci (ieQTLs) associated with immune-related toxicity from checkpoint inhibition
Ferguson, Robert; Chat, Vylyny; Morales, Leah; Simpson, Danny; Monson, Kelsey R; Cohen, Elisheva; Zusin, Sarah; Madonna, Gabriele; Capone, Mariaelena; Simeone, Ester; Pavlick, Anna; Luke, Jason J; Gajewski, Thomas F; Osman, Iman; Ascierto, Paolo; Weber, Jeffrey; Kirchhoff, Tomas
BACKGROUND:Immune checkpoint inhibition (ICI) has improved clinical outcomes for metastatic melanoma patients; however, 65-80% of patients treated with ICI experience immune-related adverse events (irAEs). Given the plausible link of irAEs with underlying host immunity, we explored whether germline genetic variants controlling the expression of 42 immunomodulatory genes were associated with the risk of irAEs in melanoma patients treated with the single-agent anti-CTLA-4 antibody ipilimumab (IPI). METHODS:We identified 42 immunomodulatory expression quantitative trait loci (ieQTLs) most significantly associated with the expression of 382 immune-related genes. These germline variants were genotyped in IPI-treated melanoma patients, collected as part of a multi-institutional collaboration. We tested the association of ieQTLs with irAEs in a discovery cohort of 95 patients, followed by validation in an additional 97 patients. RESULTS:We found that the alternate allele of rs7036417, a variant linked to increased expression of SYK, was strongly associated with an increased risk of grade 3-4 toxicity [odds ratio (OR) = 7.46; 95% confidence interval (CI) = 2.65-21.03; p = 1.43E-04]. This variant was not associated with response (OR = 0.90; 95% CI = 0.37-2.21; p = 0.82). CONCLUSION/CONCLUSIONS:We report that rs7036417 is associated with increased risk of severe irAEs, independent of IPI efficacy. SYK plays an important role in B-cell/T-cell expansion, and increased pSYK has been reported in patients with autoimmune disease. The association between rs7036417 and IPI irAEs in our data suggests a role of SYK overexpression in irAE development. These findings support the hypothesis that inherited variation in immune-related pathways modulates ICI toxicity and suggests SYK as a possible future target for therapies to reduce irAEs.
PMID: 37301715
ISSN: 1879-0852
CID: 5535092
Perspectives in Melanoma: meeting report from the Melanoma Bridge (December 1st-3rd, 2022-Naples, Italy)
Ascierto, Paolo A; Agarwala, Sanjiv S; Warner, Allison Betof; Ernstoff, Marc S; Fox, Bernard A; Gajewski, Thomas F; Galon, Jérôme; Garbe, Claus; Gastman, Brian R; Gershenwald, Jeffrey E; Kalinski, Pawel; Krogsgaard, Michelle; Leidner, Rom S; Lo, Roger S; Menzies, Alexander M; Michielin, Olivier; Poulikakos, Poulikos I; Weber, Jeffrey S; Caracò, Corrado; Osman, Iman; Puzanov, Igor; Thurin, Magdalena
Outcomes for patients with melanoma have improved over the past decade with the clinical development and approval of immunotherapies targeting immune checkpoint receptors such as programmed death-1 (PD-1), programmed death ligand 1 (PD-L1) or cytotoxic T lymphocyte antigen-4 (CTLA-4). Combinations of these checkpoint therapies with other agents are now being explored to improve outcomes and enhance benefit-risk profiles of treatment. Alternative inhibitory receptors have been identified that may be targeted for anti-tumor immune therapy, such as lymphocyte-activation gene-3 (LAG-3), as have several potential target oncogenes for molecularly targeted therapy, such as tyrosine kinase inhibitors. Unfortunately, many patients still progress and acquire resistance to immunotherapy and molecularly targeted therapies. To bypass resistance, combination treatment with immunotherapies and single or multiple TKIs have been shown to improve prognosis compared to monotherapy. The number of new combinations treatment under development for melanoma provides options for the number of patients to achieve a therapeutic benefit. Many diagnostic and prognostic assays have begun to show clinical applicability providing additional tools to optimize and individualize treatments. However, the question on the optimal algorithm of first- and later-line therapies and the search for biomarkers to guide these decisions are still under investigation. This year, the Melanoma Bridge Congress (Dec 1st-3rd, 2022, Naples, Italy) addressed the latest advances in melanoma research, focusing on themes of paramount importance for melanoma prevention, diagnosis and treatment. This included sessions dedicated to systems biology on immunotherapy, immunogenicity and gene expression profiling, biomarkers, and combination treatment strategies.
PMCID:10375730
PMID: 37507765
ISSN: 1479-5876
CID: 5594222
Selective immune suppression using interleukin-6 receptor inhibitors for management of immune-related adverse events
Fa'ak, Faisal; Buni, Maryam; Falohun, Adewunmi; Lu, Huifang; Song, Juhee; Johnson, Daniel H; Zobniw, Chrystia M; Trinh, Van A; Awiwi, Muhammad Osama; Tahon, Nourel Hoda; Elsayes, Khaled M; Ludford, Kaysia; Montazari, Emma J; Chernis, Julia; Dimitrova, Maya; Sandigursky, Sabina; Sparks, Jeffrey A; Abu-Shawer, Osama; Rahma, Osama; Thanarajasingam, Uma; Zeman, Ashley M; Talukder, Rafee; Singh, Namrata; Chung, Sarah H; Grivas, Petros; Daher, May; Abudayyeh, Ala; Osman, Iman; Weber, Jeffrey; Tayar, Jean H; Suarez-Almazor, Maria E; Abdel-Wahab, Noha; Diab, Adi
BACKGROUND:Management of immune-related adverse events (irAEs) is important as they cause treatment interruption or discontinuation, more often seen with combination immune checkpoint inhibitor (ICI) therapy. Here, we retrospectively evaluated the safety and effectiveness of anti-interleukin-6 receptor (anti-IL-6R) as therapy for irAEs. METHODS:We performed a retrospective multicenter study evaluating patients diagnosed with de novo irAEs or flare of pre-existing autoimmune disease following ICI and were treated with anti-IL-6R. Our objectives were to assess the improvement of irAEs as well as the overall tumor response rate (ORR) before and after anti-IL-6R treatment. RESULTS:We identified a total of 92 patients who received therapeutic anti-IL-6R antibodies (tocilizumab or sarilumab). Median age was 61 years, 63% were men, 69% received anti-programmed cell death protein-1 (PD-1) antibodies alone, and 26% patients were treated with the combination of anti-cytotoxic T lymphocyte antigen-4 and anti-PD-1 antibodies. Cancer types were primarily melanoma (46%), genitourinary cancer (35%), and lung cancer (8%). Indications for using anti-IL-6R antibodies included inflammatory arthritis (73%), hepatitis/cholangitis (7%), myositis/myocarditis/myasthenia gravis (5%), polymyalgia rheumatica (4%), and one patient each with autoimmune scleroderma, nephritis, colitis, pneumonitis and central nervous system vasculitis. Notably, 88% of patients had received corticosteroids, and 36% received other disease-modifying antirheumatic drugs (DMARDs) as first-line therapies, but without adequate improvement. After initiation of anti-IL-6R (as first-line or post-corticosteroids and DMARDs), 73% of patients showed resolution or change to ≤grade 1 of irAEs after a median of 2.0 months from initiation of anti-IL-6R therapy. Six patients (7%) stopped anti-IL-6R due to adverse events. Of 70 evaluable patients by RECIST (Response Evaluation Criteria in Solid Tumors) V.1.1 criteria; the ORR was 66% prior versus 66% after anti-IL-6R (95% CI, 54% to 77%), with 8% higher complete response rate. Of 34 evaluable patients with melanoma, the ORR was 56% prior and increased to 68% after anti-IL-6R (p=0.04). CONCLUSION/CONCLUSIONS:Targeting IL-6R could be an effective approach to treat several irAE types without hindering antitumor immunity. This study supports ongoing clinical trials evaluating the safety and efficacy of tocilizumab (anti-IL-6R antibody) in combination with ICIs (NCT04940299, NCT03999749).
PMID: 37328287
ISSN: 2051-1426
CID: 5538402
The "Great Debate" at Melanoma Bridge 2022, Naples, December 1st-3rd, 2022
Ascierto, Paolo A; Blank, Christian; Eggermont, Alexander M; Garbe, Claus; Gershenwald, Jeffrey E; Hamid, Omid; Hauschild, Axel; Luke, Jason J; Mehnert, Janice M; Sosman, Jeffrey A; Tawbi, Hussein A; Mandalà, Mario; Testori, Alessandro; Caracò, Corrado; Osman, Iman; Puzanov, Igor
The Great Debate session at the 2022 Melanoma Bridge congress (December 1-3) featured counterpoint views from leading experts on five contemporary topics of debate in the management of melanoma. The debates considered the choice of anti-lymphocyte-activation gene (LAG)-3 therapy or ipilimumab in combination with anti-programmed death (PD)-1 therapy, whether anti-PD-1 monotherapy is still acceptable as a comparator arm in clinical trials, whether adjuvant treatment of melanoma is still a useful treatment option, the role of adjuvant therapy in stage II melanoma, what role surgery will continue to have in the treatment of melanoma. As is customary in the Melanoma Bridge Great Debates, the speakers are invited by the meeting Chairs to express one side of the assigned debate and the opinions given may not fully reflect personal views. Audiences voted in favour of either side of the argument both before and after each debate.
PMCID:10114457
PMID: 37072748
ISSN: 1479-5876
CID: 5464432
An epigenetic switch controls an alternative NR2F2 isoform that unleashes a metastatic program in melanoma
Davalos, Veronica; Lovell, Claudia D; Von Itter, Richard; Dolgalev, Igor; Agrawal, Praveen; Baptiste, Gillian; Kahler, David J; Sokolova, Elena; Moran, Sebastian; Piqué, Laia; Vega-Saenz de Miera, Eleazar; Fontanals-Cirera, Barbara; Karz, Alcida; Tsirigos, Aristotelis; Yun, Chi; Darvishian, Farbod; Etchevers, Heather C; Osman, Iman; Esteller, Manel; Schober, Markus; Hernando, Eva
Metastatic melanoma develops once transformed melanocytic cells begin to de-differentiate into migratory and invasive melanoma cells with neural crest cell (NCC)-like and epithelial-to-mesenchymal transition (EMT)-like features. However, it is still unclear how transformed melanocytes assume a metastatic melanoma cell state. Here, we define DNA methylation changes that accompany metastatic progression in melanoma patients and discover Nuclear Receptor Subfamily 2 Group F, Member 2 - isoform 2 (NR2F2-Iso2) as an epigenetically regulated metastasis driver. NR2F2-Iso2 is transcribed from an alternative transcriptional start site (TSS) and it is truncated at the N-terminal end which encodes the NR2F2 DNA-binding domain. We find that NR2F2-Iso2 expression is turned off by DNA methylation when NCCs differentiate into melanocytes. Conversely, this process is reversed during metastatic melanoma progression, when NR2F2-Iso2 becomes increasingly hypomethylated and re-expressed. Our functional and molecular studies suggest that NR2F2-Iso2 drives metastatic melanoma progression by modulating the activity of full-length NR2F2 (Isoform 1) over EMT- and NCC-associated target genes. Our findings indicate that DNA methylation changes play a crucial role during metastatic melanoma progression, and their control of NR2F2 activity allows transformed melanocytes to acquire NCC-like and EMT-like features. This epigenetically regulated transcriptional plasticity facilitates cell state transitions and metastatic spread.
PMCID:10073109
PMID: 37015919
ISSN: 2041-1723
CID: 5463692
Correction: Tumor immunogenomic signatures improve a prognostic model of melanoma survival
Morales, Leah; Simpson, Danny; Ferguson, Robert; Cadley, John; Esteva, Eduardo; Monson, Kelsey; Chat, Vylyny; Martinez, Carlos; Weber, Jefrey; Osman, Iman; Kirchhof, Tomas
PMID: 37004035
ISSN: 1479-5876
CID: 5463542
Genomic and transcriptomic analyses of NF1-mutant melanoma identify potential targeted approach for treatment
Jour, George; Illa-Bochaca, Irineu; Ibrahim, Milad; Donnelly, Douglas; Zhu, Kelsey; Vega-Saenz de Miera, Eleazar; Vasudevaraja, Varshini; Mezzano, Valeria; Ramswami, Sitharam; Yeh, Yu-Hsin; Winskill, Carolyn; Betensky, Rebecca A; Mehnert, Janice; Osman, Iman
There is currently no targeted therapy to treat NF1-mutant melanomas. Herein, we compared the genomic and transcriptomic signatures of NF1-mutant and NF1-WT melanoma to reveal potential treatment targets for this subset of patients. Genomic alterations were verified using qPCR, and differentially expressed genes were independently validated using TCGA data, and immunohistochemistry (IHC). Digital spatial profiling (DSP) with multiplex IHC and immunofluorescence (IF) were used to validate the signatures. The efficacy of combinational regimens driven by these signatures was tested through in vitro assays using low-passage cell lines. Pathogenic NF1 mutations were identified in 27% cases. NF1-mutant melanoma expressed higher proliferative markers MK167 and CDC20 compared to NF1-WT (P=0.008), which was independently validated both in the TCGA dataset (P=0.01, P=0.03) and with IHC (P=0.013, P=0.036), respectively. DSP analysis showed upregulation of LY6E within the tumor cells [FDR<0.01, lg2FC>1], confirmed with multiplex IF showing co-localization of LY6E in melanoma cells. The combination of MEK and CDC20 co-inhibition induced both cytotoxic and cytostatic effects, decreasing CDC20 expression in multiple NF1-MUT cell lines. In conclusion, NF1-mutant melanoma is associated with a distinct genomic and transcriptomic profile. Our data support investigating CDC20 inhibition with MAPK pathway inhibitors as a targeted regimen in this melanoma subtype.
PMID: 35988589
ISSN: 1523-1747
CID: 5338052
A genome-wide association study of germline variation and melanoma prognosis
Chat, Vylyny; Dagayev, Sasha; Moran, Una; Snuderl, Matija; Weber, Jeffrey; Ferguson, Robert; Osman, Iman; Kirchhoff, Tomas
Background: The high mortality of cutaneous melanoma (CM) is partly due to unpredictable patterns of disease progression in patients with early-stage lesions. The reliable prediction of advanced disease risk from early-stage CM, is an urgent clinical need, especially given the recent expansion of immune checkpoint inhibitor therapy to the adjuvant setting. In our study, we comprehensively investigated the role of germline variants as CM prognostic markers. Methods: We performed a genome-wide association analysis in two independent cohorts of N=551 (discovery), and N=550 (validation) early-stage immunotherapy-naïve melanoma patients. A multivariable Cox proportional hazard regression model was used to identify associations with overall survival in the discovery group, followed by a validation analysis. Transcriptomic profiling and survival analysis were used to elucidate the biological relevance of candidate genes associated with CM progression. Results: We found two independent associations of germline variants with melanoma prognosis. The alternate alleles of these two SNPs were both associated with an increased risk of death [rs60970102 in MELK: HR=3.14 (2.05"“4.81), p=1.48×10-7; and rs77480547 in SH3BP4: HR=3.02 (2.02"“4.52), p=7.58×10-8, both in the pooled cohort]. The addition of the combined risk alleles (CRA) of the identified variants into the prognostic model improved the predictive power, as opposed to a model of clinical covariates alone. Conclusions: Our study provides suggestive evidence of novel melanoma germline prognostic markers, implicating two candidate genes: an oncogene MELK and a tumor suppressor SH3BP4, both previously suggested to affect CM progression. Pending further validation, these findings suggest that the genetic factors may improve the prognostic stratification of high-risk early-stage CM patients, and propose putative biological insights for potential therapeutic investigation of these targets to prevent aggressive outcome from early-stage melanoma.
SCOPUS:85147381623
ISSN: 2234-943x
CID: 5424662
InterMEL: An international biorepository and clinical database to uncover predictors of survival in early-stage melanoma
Orlow, Irene; Sadeghi, Keimya D; Edmiston, Sharon N; Kenney, Jessica M; Lezcano, Cecilia; Wilmott, James S; Cust, Anne E; Scolyer, Richard A; Mann, Graham J; Lee, Tim K; Burke, Hazel; Jakrot, Valerie; Shang, Ping; Ferguson, Peter M; Boyce, Tawny W; Ko, Jennifer S; Ngo, Peter; Funchain, Pauline; Rees, Judy R; O'Connell, Kelli; Hao, Honglin; Parrish, Eloise; Conway, Kathleen; Googe, Paul B; Ollila, David W; Moschos, Stergios J; Hernando, Eva; Hanniford, Douglas; Argibay, Diana; Amos, Christopher I; Lee, Jeffrey E; Osman, Iman; Luo, Li; Kuan, Pei-Fen; Aurora, Arshi; Gould Rothberg, Bonnie E; Bosenberg, Marcus W; Gerstenblith, Meg R; Thompson, Cheryl; Bogner, Paul N; Gorlov, Ivan P; Holmen, Sheri L; Brunsgaard, Elise K; Saenger, Yvonne M; Shen, Ronglai; Seshan, Venkatraman; Nagore, Eduardo; Ernstoff, Marc S; Busam, Klaus J; Begg, Colin B; Thomas, Nancy E; Berwick, Marianne
INTRODUCTION:We are conducting a multicenter study to identify classifiers predictive of disease-specific survival in patients with primary melanomas. Here we delineate the unique aspects, challenges, and best practices for optimizing a study of generally small-sized pigmented tumor samples including primary melanomas of at least 1.05mm from AJTCC TNM stage IIA-IIID patients. We also evaluated tissue-derived predictors of extracted nucleic acids' quality and success in downstream testing. This ongoing study will target 1,000 melanomas within the international InterMEL consortium. METHODS:Following a pre-established protocol, participating centers ship formalin-fixed paraffin embedded (FFPE) tissue sections to Memorial Sloan Kettering Cancer Center for the centralized handling, dermatopathology review and histology-guided coextraction of RNA and DNA. Samples are distributed for evaluation of somatic mutations using next gen sequencing (NGS) with the MSK-IMPACTTM assay, methylation-profiling (Infinium MethylationEPIC arrays), and miRNA expression (Nanostring nCounter Human v3 miRNA Expression Assay). RESULTS:Sufficient material was obtained for screening of miRNA expression in 683/685 (99%) eligible melanomas, methylation in 467 (68%), and somatic mutations in 560 (82%). In 446/685 (65%) cases, aliquots of RNA/DNA were sufficient for testing with all three platforms. Among samples evaluated by the time of this analysis, the mean NGS coverage was 249x, 59 (18.6%) samples had coverage below 100x, and 41/414 (10%) failed methylation QC due to low intensity probes or insufficient Meta-Mixed Interquartile (BMIQ)- and single sample (ss)- Noob normalizations. Six of 683 RNAs (1%) failed Nanostring QC due to the low proportion of probes above the minimum threshold. Age of the FFPE tissue blocks (p<0.001) and time elapsed from sectioning to co-extraction (p = 0.002) were associated with methylation screening failures. Melanin reduced the ability to amplify fragments of 200bp or greater (absent/lightly pigmented vs heavily pigmented, p<0.003). Conversely, heavily pigmented tumors rendered greater amounts of RNA (p<0.001), and of RNA above 200 nucleotides (p<0.001). CONCLUSION:Our experience with many archival tissues demonstrates that with careful management of tissue processing and quality control it is possible to conduct multi-omic studies in a complex multi-institutional setting for investigations involving minute quantities of FFPE tumors, as in studies of early-stage melanoma. The study describes, for the first time, the optimal strategy for obtaining archival and limited tumor tissue, the characteristics of the nucleic acids co-extracted from a unique cell lysate, and success rate in downstream applications. In addition, our findings provide an estimate of the anticipated attrition that will guide other large multicenter research and consortia.
PMCID:10069769
PMID: 37011054
ISSN: 1932-6203
CID: 5463642
Associations between TERT promoter mutations and survival in superficial spreading and nodular melanomas in a large prospective patient cohort
Chang, Gregory A; Robinson, Eric; Wiggins, Jennifer M; Zhang, Yilong; Tadepalli, Jyothirmayee S; Schafer, Christine N; Darvishian, Farbod; Berman, Russell S; Shapiro, Richard; Shao, Yongzhao; Osman, Iman; Polsky, David
Survival outcomes in melanoma, and their association with mutations in the telomerase reverse transcriptase (TERT) promoter, remain uncertain. In addition, few studies have examined whether these associations are affected by a nearby common germline polymorphism, or vary based on melanoma histopathological subtype. We analyzed 408 primary tumors from a prospective melanoma cohort for somatic TERT-124[C>T] and TERT-146[C>T] mutations, the germline polymorphism rs2853669, and BRAFV600 and NRASQ61 mutations. We tested the associations between these variants and clinicopathologic factors and survival outcomes. TERT-124[C>T] was associated with thicker tumors, ulceration, mitoses (>0/mm2), nodular histotype and CNS involvement. In a multivariable model controlling for AJCC stage, TERT-124[C>T] was an independent predictor of shorter recurrence-free survival (RFS) (HR=2.58, p=0.001), and overall survival (HR=2.47, p=0.029). Patients with the germline variant and TERT-124[C>T] mutant melanomas had significantly shorter RFS than those patients lacking either or both sequence variants (p<0.04). The impact of the germline variant appeared to be more pronounced in superficial spreading compared to nodular melanoma. No associations were found between survival and TERT-146[C>T], BRAF or NRAS mutations. These findings strongly suggest that TERT-124[C>T] mutation is a biomarker of aggressive primary melanomas, an effect that may be modulated by rs2853669.
PMID: 35469904
ISSN: 1523-1747
CID: 5205542