Paz-López Guillermo, Linares-Pineda Teresa M, González-Jiménez Andrés, Sancho-Marín Raquel, Ocaña-Wilhelmi Luis, Tinahones Francisco J, Morcillo Sonsoles, Gutiérrez-Repiso Carolina
Estructura Común de Apoyo a la Investigación de Bioinformática. Instituto de Investigación Biomédica de Málaga-Plataforma BIONAND (IBIMA-Plataforma Bionand), Málaga, Spain.
Instituto de Investigación Biomédica de Málaga-Plataforma BIONAND (IBIMA-Plataforma Bionand), Málaga, Spain; Unidad de Gestión Clínica de Endocrinología y Nutrición, Hospital Universitario Virgen de la Victoria de Málaga, Málaga, Spain.
Mol Metab. 2025 Feb;92:102087. doi: 10.1016/j.molmet.2024.102087. Epub 2024 Dec 24.
Although DNA methylation has been suggested to be a potential predictor of the progression of obesity and obesity-related diseases, little is known about its potential role as predictive marker of successful weight loss after bariatric surgery.
20 patients who underwent sleeve gastrectomy were classified according to the percentage of excess weight loss (%EWL) 1 year after bariatric surgery, using 60% as the cut-off point. Blood DNA methylation was analyzed prior to surgery using the Infinium Methylation EPIC Bead Chip array-based platform.
A total number of 76,559 differentially methylated positions (DMPs) (p < 0.05) were found between <60% EWL and >60% EWL groups. Of them, 59,308 DMPs were annotated to genes. KEGG enrichment analysis showed that pathways involved in the signalling of MAPK, Wnt, mTor, FoxO and AMPK, among others, were involved in weight loss trajectory. A stepwise logistic regression using the DMPs with an absolute Δβ >0.2 showed that higher methylation levels in the CpG sites cg02405213 (mapping to JAK2) (OR: 1.20098, [0.9586, 1.5044]) and cg01702330 (OR: 2.4426, [0.5761, 10.3567]), were shown to be associated with a higher probability of achieving >60 %EWL after sleeve gastrectomy, whereas higher methylation levels in the CpG site cg04863892 (mapping to HOXA5) were associated with lower probability of achieving >60 %EWL after sleeve gastrectomy (OR: 0.7966, [0.5637, 1.1259]).
Our results show a different pre-surgery methylation pattern according to %EWL. We identified three CpG sites (cg04863892, cg02405213, cg01702330) with potential value as predictor markers of weight loss response to bariatric surgery.
尽管DNA甲基化被认为是肥胖及肥胖相关疾病进展的潜在预测指标,但关于其作为减肥手术后成功减重的预测标志物的潜在作用,人们所知甚少。
对20例行袖状胃切除术的患者,根据减肥手术后1年的超重减轻百分比(%EWL)进行分类,以60%作为分界点。术前使用基于Infinium Methylation EPIC Bead Chip芯片阵列的平台分析血液DNA甲基化情况。
在%EWL<60%和>60%的两组之间共发现76,559个差异甲基化位点(DMPs)(p<0.05)。其中,59,308个DMPs被注释到基因。KEGG富集分析表明,丝裂原活化蛋白激酶(MAPK)、Wnt、哺乳动物雷帕霉素靶蛋白(mTor)、叉头框蛋白O(FoxO)和腺苷酸活化蛋白激酶(AMPK)等信号通路参与了体重减轻轨迹。使用绝对Δβ>0.2的DMPs进行逐步逻辑回归分析显示,CpG位点cg02405213(映射到JAK2)(比值比:1.20098,[0.9586, 1.5044])和cg01702330(比值比:2.4426,[0.5761, 10.3567])的甲基化水平较高,与袖状胃切除术后达到>60%EWL的较高概率相关,而CpG位点cg04863892(映射到HOXA5)的甲基化水平较高,则与袖状胃切除术后达到>60%EWL的较低概率相关(比值比:0.7966,[0.5637, 1.1259])。
我们的结果显示,根据%EWL不同,术前甲基化模式存在差异。我们鉴定出三个CpG位点(cg04863892、cg02405213、cg01702330),它们具有作为减肥手术体重减轻反应预测标志物的潜在价值。