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106


Discovery of novel germline genetic biomarkers of melanoma recurrence impacting exonic and long non-coding RNA (lncRNA) transcripts [Meeting Abstract]

Kirchhoff, T.; Simpson, D.; Hekal, T.; Ferguson, R.; Kazlow, E.; Moran, U.; Lee, Y.; Izsak, A.; Wilson, M. A.; Shapiro, R.; Pavlick, A.; Osman, I.
ISI:000459277303067
ISSN: 0923-7534
CID: 4354702

The AGE-RAGE axis in an Arab population: The United Arab Emirates Healthy Futures (UAEHFS) pilot study

Inman, Claire K; Aljunaibi, Abdullah; Koh, Hyunwook; Abdulle, Abdishakur; Ali, Raghib; Alnaeemi, Abdullah; Al Zaabi, Eiman; Oumeziane, Naima; Al Bastaki, Marina; Al-Houqani, Mohammed; Al-Maskari, Fatma; Al Dhaheri, Ayesha; Shah, Syed M; Abdel Wareth, Laila; Al Mahmeed, Wael; Alsafar, Habiba; Al Anouti, Fatme; Al Hosani, Ayesha; Haji, Muna; Galani, Divya; O'Connor, Matthew J; Ahn, Jiyoung; Kirchhoff, Tomas; Sherman, Scott; Hayes, Richard B; Li, Huilin; Ramasamy, Ravichandran; Schmidt, Ann Marie
Aims/UNASSIGNED:The transformation of the United Arab Emirates (UAE) from a semi-nomadic to a high income society has been accompanied by increasing rates of obesity and Type 2 diabetes mellitus. We examined if the AGE-RAGE (receptor for advanced glycation endproducts) axis is associated with obesity and diabetes mellitus in the pilot phase of the UAE Healthy Futures Study (UAEHFS). Methods/UNASSIGNED:517 Emirati subjects were enrolled and plasma/serum levels of AGE, carboxy methyl lysine (CML)-AGE, soluble (s)RAGE and endogenous secretory (es)RAGE were measured along with weight, height, waist and hip circumference (WC/HC), blood pressure, HbA1c, Vitamin D levels and routine chemistries. The relationship between the AGE-RAGE axis and obesity and diabetes mellitus was tested using proportional odds models and linear regression. Results/UNASSIGNED:After covariate adjustment, AGE levels were significantly associated with diabetes status. Levels of sRAGE and esRAGE were associated with BMI and levels of sRAGE were associated with WC/HC. Conclusions/UNASSIGNED:The AGE-RAGE axis is associated with diabetes status and obesity in this Arab population. Prospective serial analysis of this axis may identify predictive biomarkers of obesity and cardiometabolic dysfunction in the UAEHFS.
PMCID:5691216
PMID: 29204365
ISSN: 2214-6237
CID: 2892882

Germline determinants of immune related adverse events (irAEs) in melanoma immunotherapy response [Meeting Abstract]

Kirchhoff, T; Ferguson, R; Simpson, D; Kazlow, E; Martinez, C; Vogelsang, M; Wilson, M; Pavlick, AC; Weber, JS; Osman, I
ISI:000411324003016
ISSN: 1569-8041
CID: 2738362

Mutation burden as a potential prognostic marker of melanoma progression and survival [Meeting Abstract]

Simpson, D; Ferguson, R; Martinez, C N; Kazlow, E; Moran, U; Heguy, A; Hanniford, D; Hernando, E; Osman, I; Kirchhoff, T
Background: Recently, tumor mutation burden (TMB) has been shown to increase the presentation of neoantigens that stimulate immune tumor recognition, resulting in improved immunotherapy (IT) outcomes in melanoma and other cancers. As melanoma is highly immunogenic, here we tested whether TMB associates with immune recognition during tumor progression, hence impacting melanoma overall survival (OS), independently of IT treatment. Methods: We have generated somatic mutation data from 314 IT-naive metastatic melanomas from The Cancer Genome Atlas (TCGA). In the TCGA cohort, TMB has been calculated for 210 genes (200GS) previously established from TMB studies of anti-CTLA4 and anti-PD1/PD-L1 IT. For validation, we have sequenced exonic regions of 20 genes (20GS) with the highest TMB among 200GS in 89 IT-naive metastatic melanomas ascertained at New York University Langone Medical Center. The TMB was defined using total number of somatic, non-synonymous mutations in either 200GS (TCGA discovery) or 20GS (validation), respectively. For discovery and validation cohorts, OS from primary diagnosis of samples with high TMB was compared against low TMB, using thresholds established in previous studies. Results: We found that total TMB predicts better OS (p = 0.03, HR = 2.64) in TCGA melanomas. Restricting the analysis only to the established 200GS, this association became more significant in all patients (p = 0.01, HR = 2.67) as well as in patients without IT (p = 0.01, HR = 2.67). In the validation stage of 89 melanomas without prior IT treatment, a high TMB in a subset of 20GS accurately determined favorable OS (p = 0.02, HR = 2.69) and confirmed TCGA observations from the 200GS. Conclusions: Here we show, for the first time, that in addition to IT, high TMB predicts more favorable OS in patients that never received IT, potentially serving as a novel marker of prognosis of melanoma and likely other immunogenic tumors at early stages. In addition, our study suggests that TMB test can be robust when applied to only a small subset of genes that trigger significantly higher immunogenicity. This may also eventually assist with accurate sub-selection of early stage patients likely to respond to IT regimens
EMBASE:617435426
ISSN: 0732-183x
CID: 2651092

Primary melanoma histologic subtype (HS) impacts melanoma specific survival (MSS) and response to systemic therapy [Meeting Abstract]

Lattanzi, M; Lee, Y; Robinson, E M; Weiss, S A; Moran, U; Simpson, D; Shapiro, R L; Berman, R S; Pavlick, A C; Wilson, M; Kirchhoff, T; Zhong, J; Osman, I
Background: Unlike other solid tumors, the impact of primary HS on melanoma survival and response to systemic therapy is not well studied. Nodular melanoma (NM) has a worse prognosis than superficial spreading melanoma (SSM), which is usually attributed to thicker primary tumors. Herein, we examine the hypothesis that HS might have an impact on MSS independent of thickness and that NM and SSM exhibit different mutational landscapes that associate with response to checkpoint inhibitor immunotherapy (IT) and BRAF targeted therapy (TT) in the metastatic setting. Methods: Primary NM and SSM patients prospectively enrolled at NYU (2002 - 2016) were compared to the most recent SEER cohort (1973 - 2012) and analyzed with respect to MSS. Next-Generation Sequencing (NGS) was performed on a subset of matched tumor-germline pairs, allowing a comparison of the mutational landscape between NM and SSM. In the metastatic setting, survival analyses were used to compare outcomes and responses to treatment across HS. Results: The NYU cohort of 1,621 patients with either NM (n = 510) or SSM (n = 1,111) was representative of the analogous SEER cohort (21,339 NM, 97,169 SSM), with NM presenting as thicker, more ulcerated, and later stage (all p < 0.001). Among the NYU cohort, NM was found to have lower rates of TIL (p = 0.047), higher mitotic index (p < 0.001), and higher rates of NRAS mutation (p < 0.001). In multivariate Cox models, NM was a significant predictor of worse MSS, independent of thickness and stage (p = 0.01). NM had a significantly lower mutational burden across the exome (p < 0.001). Some of the most under-mutated genes noted in NM were NOTCH4, BCL2L12 and RPS6KA6 (all p < 0.01). Among patients treated with TT (n = 56), NM remained a significant predictor of worse MSS (p = 0.004). However, there was no difference in response to IT. Conclusions: NM and SSM show divergent mutational patterns which may contribute to their different clinical behaviors and responses to BRAF targeted therapy. More studies are needed to better understand the key molecular and cellular processes driving such differences. Integration of HS data into prospective clinical trial reporting is needed to better assess its impact on response to treatment
EMBASE:617435330
ISSN: 0732-183x
CID: 2651132

Apolipoprotein L1 risk variants associate with prevalent atherosclerotic disease in African American systemic lupus erythematosus patients

Blazer, Ashira; Wang, Binhuan; Simpson, Danny; Kirchhoff, Tomas; Heffron, Sean; Clancy, Robert M; Heguy, Adriana; Ray, Karina; Snuderl, Matija; Buyon, Jill P
OBJECTIVE: Atherosclerosis is exaggerated in African American (AA) systemic lupus erythematosus (SLE) patients, with doubled cardiovascular disease (CVD) risk compared to White patients. The extent to which common Apolipoprotein L1 (APOL1) risk alleles (RA) contribute to this trend is unknown. This retrospective cohort study assessed prevalent atherosclerotic disease across APOL1 genotypes in AA SLE patients. METHODS: One hundred thirteen AA SLE subjects were APOL1-genotyped and stratified as having: zero risk alleles, one risk allele, or two risk alleles. Chart review assessed CVD manifestations including abdominal aortic aneurysm, angina, carotid artery disease, coronary artery disease, myocardial infarction, peripheral vascular disease, stroke, and vascular calcifications. Associations between the genotypes and a composite endpoint defined as one or more CVD manifestations were calculated using logistic regression. Symptomatic atherosclerotic disease, excluding incidental vascular calcifications, was also assessed. RESULTS: The 0-risk-allele, 1-risk-allele and 2-risk-allele groups, respectively, comprised 34%, 53%, and 13% of the cohort. Respectively, 13.2%, 41.7%, and 60.0% of the 0-risk allele, 1-risk-allele, and 2-risk-allele groups met the composite endpoint of atherosclerotic CVD (p = 0.001). Adjusting for risk factors-including smoking, ESRD, BMI >25 and hypertension-we observed an association between carrying one or more RA and atherosclerotic CVD (OR = 7.1; p = 0.002). For symptomatic disease, the OR was 3.5 (p = 0.02). In a time-to-event analysis, the proportion of subjects free from the composite primary endpoint, symptomatic atherosclerotic CVD, was higher in the 0-risk-allele group compared to the 1-risk-allele and 2-risk-allele groups (chi2 = 6.5; p = 0.04). CONCLUSIONS: Taken together, the APOL1 RAs associate with prevalent atherosclerotic CVD in this cohort of AA SLE patients, perhaps reflecting a potentiating effect of SLE on APOL1-related cardiovascular phenotypes.
PMCID:5574561
PMID: 28850570
ISSN: 1932-6203
CID: 2679052

Genetic markers of pigmentation are novel risk loci for uveal melanoma

Ferguson, Robert; Vogelsang, Matjaz; Ucisik-Akkaya, Esma; Rai, Karan; Pilarski, Robert; Martinez, Carlos N; Rendleman, Justin; Kazlow, Esther; Nagdimov, Khagay; Osman, Iman; Klein, Robert J; Davidorf, Frederick H; Cebulla, Colleen M; Abdel-Rahman, Mohamed H; Kirchhoff, Tomas
While the role of genetic risk factors in the etiology of uveal melanoma (UM) has been strongly suggested, the genetic susceptibility to UM is currently vastly unexplored. Due to shared epidemiological risk factors between cutaneous melanoma (CM) and UM, in this study we have selected 28 SNPs identified as risk variants in previous genome-wide association studies on CM or CM-related host phenotypes (such as pigmentation and eye color) and tested them for association with UM risk. By logistic regression analysis of 272 UM cases and 1782 controls using an additive model, we identified five variants significantly associated with UM risk, all passing adjustment for multiple testing. The three most significantly associated variants rs12913832 (OR = 0.529, 95% CI 0.415-0.673; p = 8.47E-08), rs1129038 (OR = 0.533, 95% CI 0.419-0.678; p = 1.19E-07) and rs916977 (OR = 0.465, 95% CI 0.339-0.637; p = 3.04E-07) are correlated (r(2) > 0.5) and map at 15q12 in the region of HERC2/OCA2, which determines eye-color in the human population. Our data provides first evidence that the genetic factors associated with pigmentation traits are risk loci of UM susceptibility.
PMCID:4976361
PMID: 27499155
ISSN: 2045-2322
CID: 2211632

The expression quantitative trait loci in immune pathways and their effect on cutaneous melanoma prognosis

Vogelsang, Matjaz; Martinez, Carlos N; Rendleman, Justin; Bapodra, Anuj Bapodra; Malecek, Karolina; Romanchuk, Artur; Kazlow, Esther; Shapiro, Richard L; Berman, Russell S; Krogsgaard, Michelle; Osman, Iman; Kirchhoff, Tomas
PURPOSE: The identification of personalized germline markers with biological relevance for the prediction of cutaneous melanoma (CM) prognosis is highly demanded but to date it has been largely unsuccessful. As melanoma progression is controlled by host immunity, here we present a novel approach interrogating immunoregulatory pathways using the genome-wide maps of expression quantitative trait loci (eQTL) to reveal biologically relevant germline variants modulating CM outcomes. EXPERIMENTAL DESIGN: Using whole genome eQTL data from a healthy population, we identified 385 variants -significantly impacting the expression of 268 immune-relevant genes. The 40 most significant eQTLs were tested in a prospective cohort of 1,221 CM patients for their association with overall (OS) and recurrence-free survival using Cox regression models. RESULTS: We identified highly significant associations with better melanoma OS for rs6673928, impacting IL19 expression (HR 0.56, 95% CI 0.41-0.77; P= 0.0002) and rs6695772, controlling the expression of BATF3 (HR 1.64, 95% CI 1.19-2.24; P= 0.0019). Both associations map in the previously suspected melanoma prognostic locus at 1q32. Furthermore, we show that their combined effect on melanoma OS is substantially enhanced reaching the level of clinical applicability (HR 1.92, 95% CI 1.43-2.60; P= 2.38e-5). CONCLUSIONS: Our unique approach of interrogating lymphocyte-specific eQTLs reveals novel and biologically relevant immunomodulatory eQTL predictors of CM prognosis that are independent of current histopathological markers. The significantly enhanced combined effect of identified eQTLs suggests the personalized utilization of both SNPs in a clinical setting, strongly indicating the promise of the proposed design for the discovery of prognostic or risk germline markers in other cancers.
PMCID:5024570
PMID: 26733611
ISSN: 1078-0432
CID: 1901132

Identification of a novel pathogenic germline KDR variant in melanoma

Pires Silva, Ines; Salhi, Amel; Giles, Keith M; Vogelsang, Matjaz; Han, Sung Won; Ismaili, Naima; Lui, Kevin P; Robinson, Eric M; Wilson, Melissa A; Shapiro, Richard L; Pavlick, Anna; Zhong, Judy; Kirchhoff, Tomas; Osman, Iman
PURPOSE: The application of pan-cancer next generation sequencing panels in the clinical setting has facilitated the identification of low frequency somatic mutations and the testing of new therapies in solid tumors using the 'basket trial' scheme. However, little consideration has been given to the relevance of non-synonymous germline variants which are likely to be uncovered in tumors and germline and which may be relevant to prognostication and prediction -of treatment response. EXPERIMENTAL DESIGN: We analyzed matched tumor and normal DNA from 34 melanoma patients using an Ion Torrent cancer-associated gene panel. We elected to study the germline variant Q472H in the kinase insert domain receptor (KDR), which was identified in 35% of melanoma patients in both a pilot and an independent 1,223 patient cohort. Using patient-derived melanoma cell lines and human samples, we assessed proliferation, invasion, VEGF levels and angiogenesis by analyzing tumor microvessel density using anti-CD34 antibody. RESULTS: Serum VEGF levels and tumor microvessel density were significantly higher in Q472H versus KDR wild-type patients. Primary cultures derived from melanomas harboring the KDR variant were more proliferative and invasive than KDR wild-type. Finally, using a VEGFR2 antibody, we showed that KDR Q472H cells were sensitive to targeted inhibition of VEGFR2, an effect that was not observed in KDR WT cells. CONCLUSION: Our data support the integration of germline analysis into personalized treatment decision-making and suggest that patients with germline KDR variant might benefit from anti-angiogenesis treatment.
PMCID:4867268
PMID: 26631613
ISSN: 1078-0432
CID: 1863552

Germline determinants of clinical outcome of cutaneous melanoma

Vogelsang, Matjaz; Wilson, Melissa; Kirchhoff, Tomas
Cutaneous melanoma (CM) is the most lethal form of skin cancer. Despite the constant increase of melanoma incidence, which is in part due to incremental advances in early diagnostic modalities, mortality rates have not improved over the last decade and for advanced stages remain steadily high. While conventional prognostic biomarkers currently in use find significant utility for predicting overall general survival probabilities, they are not sensitive enough for a more personalized clinical assessment on an individual level. In recent years, the advent of genomic technologies has brought the promise of identification of germline DNA alterations that may associate with CM outcomes and hence represent novel biomarkers for clinical utilization. This review attempts to summarize the current state of knowledge of germline genetic factors studied for their impact on melanoma clinical outcomes. We also discuss ongoing problems and hurdles in validating such surrogates, and we also project future directions in discovery of more powerful germline genetic factors with clinical utility in melanoma prognostication
PMCID:5024571
PMID: 26342156
ISSN: 1755-148x
CID: 1762052