CIRCULATING LEPTIN AND IMMUNE-RELATED TRANSCRIPTOMIC SIGNATURES IN TUMOR AND PERINEPHRIC OF CLEAR CELL RENAL CELL CARCINOMA PATIENTS

IF 2.4 3区 医学 Q3 ONCOLOGY
Lina Posada Calderon, Linnea Olson, Fengshen Kuo, Hui Jiang, Mark Dawidek, Daniel Barbakoff, Marc Ganz, Jonathan Coleman, Paul Russo, Helena Furberg, A. Ari Hakimi
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引用次数: 0

Abstract

Introduction

Although obesity has been associated with improved outcomes in localized and metastatic clear cell renal cell carcinoma (ccRCC), the exact underlying mechanisms remain unknown. Obese individuals have higher circulating leptin, a metabolically and immunologically active adipokine. Leptin has been shown to promote inflammation, angiogenesis and modulate tumor growth and invasiveness in breast and colorectal cancers. Although previous attempts to understand the relationship between leptin and cancer have been made, only a few studies have focused on perinephric fat (PNF), where leptin exerts most of its effect. Furthermore, obese patients with ccRCC have been shown to have increased peritumoral adipose tissue inflammation. In this study, we examined how circulating leptin levels, and a transcriptomic signature of leptin activation, relate to both tumor and PNF immune-related transcriptomic patterns in a cohort of localized ccRCC patients.

Methods

We conducted a retrospective cohort study of 92 treatment-naïve ccRCC patients undergoing nephrectomy at Memorial Sloan Kettering Cancer Center. Available data included circulating leptin from fasting blood samples, clinical characteristics from medical records, and, in a subset of patients, RNA sequencing data from tumor and PNF specimens. We performed differentially expressed genes (DEG) analysis according to circulating leptin levels and followed by Gene Set Enrichment Analysis (GSEA) with GO Biological Process gene set collection to describe pathways that were enriched by the changes of blood leptin level. Additionally, we used the Molecular Signatures Database (MSigDB) to identify a leptin downstream signature, which we validated in our cohort. This signature was then correlated to immune cell scores in the tumor and PNF. We performed the analysis both in the cohort as a whole and stratified by sex.

Results

From the 92 patients, 51 and 54 had available tumor and PNF RNA sequencing data, respectively. In total, 64 (70%) were male and most tumors were low grade and stage. Leptin distribution was significantly different in males (median 7 ng/ml, IQR 4-14) than females (median 22 ng/ml, IQR 9-52). Higher BMI was associated with higher leptin levels, with a correlation coefficient of 0.63 (p<0.001) in males and 0.77 (p<0.001) in females. Tumor GSEA results showed upregulation of pathways related to adaptive immunity in patients with higher leptin levels across sexes. Strikingly, in the PNF there were differences in opposite directions in female and male specimens, with females showing up-regulated genes significantly enriched in adaptive and humoral immune response gene sets. Similarly, the leptin downstream activation signature in the PNF showed a significant correlation with myeloid associated signatures in both sexes, while humoral responses were only associated to leptin in females.

Conclusions

Higher leptin levels were associated with a modest increase of adaptive immune-related gene expression in the tumors in both males and females. These associations were more robust in the perinephric fat, where both males and females had increased associated myeloid inflammatory signals, but leptin had an association with adaptive and humoral responses only in females. Circulating leptin may be involved in peritumoral immune responses which may link host factors to sex and adiposity-related tumor outcomes. Further studies should aim to address the relationship between leptin activity and specific compartments of the tumor and PNF microenvironment.
透明细胞肾癌患者肿瘤和肾周循环瘦素和免疫相关转录组特征
虽然肥胖与局部和转移性透明细胞肾细胞癌(ccRCC)的预后改善有关,但其确切的潜在机制尚不清楚。肥胖个体有较高的循环瘦素,这是一种代谢和免疫活性的脂肪因子。瘦素已被证明可以促进炎症、血管生成、调节乳腺癌和结直肠癌的肿瘤生长和侵袭性。尽管之前已经尝试了解瘦素和癌症之间的关系,但只有少数研究关注于瘦素发挥其大部分作用的肾周脂肪(PNF)。此外,患有ccRCC的肥胖患者肿瘤周围脂肪组织炎症增加。在这项研究中,我们在一组局部ccRCC患者中研究了循环瘦素水平和瘦素激活的转录组特征与肿瘤和PNF免疫相关的转录组模式的关系。方法回顾性队列研究92例treatment-naïve ccRCC患者在纪念斯隆凯特琳癌症中心行肾切除术。现有数据包括来自空腹血液样本的循环瘦素,来自医疗记录的临床特征,以及来自肿瘤和PNF样本的一部分患者的RNA测序数据。我们根据循环瘦素水平进行差异表达基因(DEG)分析,随后使用GO生物过程基因集收集进行基因集富集分析(GSEA),以描述血瘦素水平变化富集的途径。此外,我们使用分子特征数据库(MSigDB)来识别瘦素下游特征,并在我们的队列中进行了验证。然后将该特征与肿瘤和PNF中的免疫细胞评分相关联。我们对整个队列和按性别分层进行了分析。结果92例患者中,分别有51例和54例具有可用的肿瘤和PNF RNA测序数据。64例(70%)为男性,多数为低分级和分期。瘦素在男性中的分布(中位数为7 ng/ml, IQR 4-14)与女性(中位数为22 ng/ml, IQR 9-52)有显著差异。高BMI与高瘦素水平相关,男性的相关系数为0.63 (p<0.001),女性的相关系数为0.77 (p<0.001)。肿瘤GSEA结果显示,在瘦素水平较高的患者中,与适应性免疫相关的途径上调,不分性别。引人注目的是,在PNF中,雌性和雄性标本存在相反方向的差异,雌性在适应性和体液免疫反应基因集中表现出显著富集的上调基因。同样,在两性中,PNF中的瘦素下游激活信号显示与髓系相关信号显著相关,而体液反应仅与女性中的瘦素相关。结论高瘦素水平与肿瘤组织中适应性免疫相关基因表达的适度升高有关。这些关联在肾周脂肪中更为明显,在那里男性和女性都增加了相关的髓系炎症信号,但瘦素仅在女性中与适应性和体液反应相关。循环瘦素可能参与肿瘤周围免疫反应,这可能将宿主因素与性别和肥胖相关的肿瘤结果联系起来。进一步的研究应旨在解决瘦素活性与肿瘤和PNF微环境的特定区室之间的关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.80
自引率
3.70%
发文量
297
审稿时长
7.6 weeks
期刊介绍: Urologic Oncology: Seminars and Original Investigations is the official journal of the Society of Urologic Oncology. The journal publishes practical, timely, and relevant clinical and basic science research articles which address any aspect of urologic oncology. Each issue comprises original research, news and topics, survey articles providing short commentaries on other important articles in the urologic oncology literature, and reviews including an in-depth Seminar examining a specific clinical dilemma. The journal periodically publishes supplement issues devoted to areas of current interest to the urologic oncology community. Articles published are of interest to researchers and the clinicians involved in the practice of urologic oncology including urologists, oncologists, and radiologists.
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