Baluku Joseph Baruch, Namiiro Sharon, Zawedde Daphine Kigongo, Namanda Brenda, Kawalya Hakiimu, Najjingo Irene, Geoffrey Waiswa, Niyonzima Nixon, Bogere Naghib, Nuwagira Edwin, Rhein Joshua, Jones Nick, Kraef Christian, Shaughnessy Megan, Chauhan Arohi, Nankya Immaculate, Mfinanga Sayoki, Gerson Stanton, Kirenga Bruce
Makerere University Lung Institute, PO Box 26343, Kampala, Uganda.
Division of Pulmonology, Kiruddu National Referral Hospital, Kampala, Uganda.
Sci Rep. 2025 Aug 19;15(1):30349. doi: 10.1038/s41598-025-15532-5.
Mechanisms by which prior tuberculosis (TB) increases long-term risk for cancer, cardiovascular, and neurological disorders remain unclear, particularly in people with HIV (PWH). This study investigated DNA methylation (DNAm) patterns and associated pathways in PWH with and without prior TB infection. DNAm was analyzed in blood samples from 30 PWH (10 with prior latent TB infection [LTBI], 10 with previous successfully treated active TB, and 10 with no TB) using the Illumina MethylationEPIC BeadChip covering over 850,000 CpG sites. Epigenetic age was estimated, and age acceleration was calculated. Differentially methylated CpGs (dmCpGs) and regions (DMRs) were identified, and functional enrichment analyses for Gene Ontology, KEGG pathways, PANTHER database, and gene set enrichment analysis (DisGeNET, dbGaP) were performed. Statistical significance was set at a false discovery rate (FDR) of < 0.05. PWH exhibited significant epigenetic age acceleration, with a mean of 19.32 ± 10.82 years greater than chronological age. This accelerated aging was more pronounced in individuals with any prior TB infection (21.60 ± 12.03 years) compared to those without TB (17.42 ± 9.38 years). In the prior active TB vs. no TB comparison, 7461 dmCpGs were identified, corresponding to 150 DMRs (p < 0.05), with top associated genes including GRAMD1C (hypomethylation), DPP6 (hypermethylation), and HDAC4 (hypomethylation). In the LTBI vs. no TB comparison, 8598 dmCpGs were observed, corresponding to 39 DMRs (p < 0.05), associated with genes such as PLEKHG5 (hypermethylation), STK32C (hypermethylation), and SPATC1L. When comparing any prior TB (active or latent) to no TB, 71,774 dmCpGs and 14 DMRs were identified, including genes like PLEKHG5, KCNN3, and BRSK2. Pathway analyses of prior TB (active or latent) vs. no TB revealed enrichment in neurogenesis, neuron differentiation, axon guidance, and neuroactive ligand signaling. Additional enriched pathways included those related to platelet activation, vascular muscle contraction, and chemokine signaling. Cancer-related pathways such as proteoglycans in cancer, small cell lung cancer, prostate cancer, breast cancer, hepatocellular carcinoma, and thyroid cancer were also enriched. PANTHER analysis showed consistent enrichment in the Wnt signaling pathway and inflammation-mediated pathways across compared groups. DisGeNET analysis linked prior TB DNAm patterns to lymphoid leukemia, while dbGaP analysis identified associations with phenotypes like asthma, body mass index, tunica media, and lymphocyte count. Prior TB infection in PWH is associated with distinct DNAm changes in pathways related to neural function, cardiovascular health, and cancer risk, and is linked to more pronounced epigenetic age acceleration, suggesting epigenetic mechanisms for TB-related long-term complications.
既往结核病(TB)增加癌症、心血管疾病和神经疾病长期风险的机制尚不清楚,尤其是在艾滋病毒感染者(PWH)中。本研究调查了有或无既往结核感染的PWH的DNA甲基化(DNAm)模式及相关通路。使用覆盖超过850,000个CpG位点的Illumina MethylationEPIC BeadChip对30名PWH(10名有既往潜伏性结核感染[LTBI],10名既往活动性结核已成功治愈,10名无结核)的血样进行DNAm分析。估计表观遗传年龄并计算年龄加速。鉴定出差异甲基化的CpG(dmCpG)和区域(DMR),并对基因本体论、KEGG通路、PANTHER数据库和基因集富集分析(DisGeNET、dbGaP)进行功能富集分析。统计学显著性设定为错误发现率(FDR)<0.05。PWH表现出显著的表观遗传年龄加速,平均比实际年龄大19.32±10.82岁。与无结核感染的个体(17.42±9.38岁)相比,这种加速衰老在任何既往有结核感染的个体中(21.60±12.03岁)更为明显。在既往活动性结核与无结核的比较中,鉴定出7461个dmCpG,对应150个DMR(p<0.05),最相关的基因包括GRAMD1C(低甲基化)、DPP6(高甲基化)和HDAC4(低甲基化)。在LTBI与无结核的比较中,观察到8598个dmCpG,对应39个DMR(p<0.05),与PLEKHG5(高甲基化)、STK32C(高甲基化)和SPATC1L等基因相关。当比较任何既往有结核(活动性或潜伏性)与无结核时,鉴定出71,774个dmCpG和14个DMR,包括PLEKHG5、KCNN3和BRSK2等基因。既往结核(活动性或潜伏性)与无结核的通路分析显示在神经发生、神经元分化、轴突导向和神经活性配体信号传导方面富集。其他富集的通路包括与血小板活化、血管肌肉收缩和趋化因子信号传导相关的通路。癌症相关通路如癌症中的蛋白聚糖通路、小细胞肺癌、前列腺癌、乳腺癌、肝细胞癌和甲状腺癌也有富集。PANTHER分析显示在比较组中Wnt信号通路和炎症介导的通路持续富集。DisGeNET分析将既往结核DNAm模式与淋巴细胞白血病联系起来,而dbGaP分析确定了与哮喘、体重指数、中膜和淋巴细胞计数等表型的关联。PWH中的既往结核感染与神经功能、心血管健康和癌症风险相关通路中独特的DNAm变化有关,并与更明显的表观遗传年龄加速相关,提示了结核相关长期并发症的表观遗传机制。