Institute for Personalized Respiratory Medicine,University of Illinois at Chicago, Chicago, IL 60612, USA.
Am J Respir Crit Care Med. 2012 Aug 15;186(4):359-68. doi: 10.1164/rccm.201201-0057OC. Epub 2012 Jun 7.
An increased tricuspid regurgitation jet velocity (TRV > 2.5 m/s) and pulmonary hypertension defined by right heart catheterization both independently confer increased mortality in sickle cell disease (SCD).
We explored the usefulness of peripheral blood mononuclear cell-derived gene signatures as biomarkers for an elevated TRV in SCD.
Twenty-seven patients with SCD underwent echocardiography and peripheral blood mononuclear cell isolation for expression profiling and 112 patients with SCD were genotyped for single-nucleotide polymorphisms.
Genome-wide gene and miRNA expression profiles were correlated against TRV, yielding 631 transcripts and 12 miRNAs. Support vector machine analysis identified a 10-gene signature including GALNT13 (encoding polypeptide N-acetylgalactosaminyltransferase 13) that discriminates patients with and without increased TRV with 100% accuracy. This finding was then validated in a cohort of patients with SCD without (n = 10) and with pulmonary hypertension (n = 10, 90% accuracy). Increased TRV-related miRNAs revealed strong in silico binding predictions of miR-301a to GALNT13 corroborated by microarray analyses demonstrating an inverse correlation between their expression. A genetic association study comparing patients with an elevated (n = 49) versus normal (n = 63) TRV revealed five significant single-nucleotide polymorphisms within GALNT13 (P < 0.005), four trans-acting (P < 2.1 × 10(-7)) and one cis-acting (P = 0.6 × 10(-4)) expression quantitative trait locus upstream of the adenosine-A2B receptor gene (ADORA2B).
These studies validate the clinical usefulness of genomic signatures as potential biomarkers and highlight ADORA2B and GALNT13 as potential candidate genes in SCD-associated elevated TRV.
三尖瓣反流射流速度(TRV)升高(>2.5m/s)和右心导管检查定义的肺动脉高压在镰状细胞病(SCD)中均独立导致死亡率增加。
我们探讨外周血单个核细胞衍生基因特征作为 SCD 中 TRV 升高的生物标志物的有用性。
27 例 SCD 患者行超声心动图检查和外周血单个核细胞分离,进行表达谱分析;112 例 SCD 患者进行单核苷酸多态性基因分型。
全基因组基因和 miRNA 表达谱与 TRV 相关,产生了 631 个转录本和 12 个 miRNA。支持向量机分析确定了一个包含 GALNT13(编码多肽 N-乙酰半乳糖胺转移酶 13)的 10 个基因特征,该特征可 100%准确区分有无 TRV 升高的患者。这一发现随后在一组无肺动脉高压的 SCD 患者(n=10)和有肺动脉高压的 SCD 患者(n=10,准确率为 90%)中得到验证。与 TRV 升高相关的 miRNA 显示出 miR-301a 与 GALNT13 之间强烈的计算结合预测,微阵列分析证实了它们表达之间的反比关系。一项比较 TRV 升高患者(n=49)与正常患者(n=63)的遗传关联研究发现,GALNT13 内有 5 个显著的单核苷酸多态性(P<0.005),4 个反式作用(P<2.1×10(-7)) 和 1 个顺式作用(P=0.6×10(-4)) ADORA2B 基因上游的表达数量性状基因座。
这些研究验证了基因组特征作为潜在生物标志物的临床有用性,并强调了 ADORA2B 和 GALNT13 作为 SCD 相关 TRV 升高的潜在候选基因。