Van Pee Thessa, Croons Hanne, Bijnens Esmée, Vandeputte Doris, Renaers Eleni, Sleurs Hanne, Verheyen Lore, Giesberts Nick, Vangeneugden Maartje, Rasking Leen, Plusquin Michelle, Hogervorst Janneke, Nawrot Tim S
Centre for Environmental Sciences, Hasselt University, Agoralaan Building D, 3590 Diepenbeek, Belgium.
Department of Environmental Sciences, Open Universiteit, Valkenburgerweg 177, Heerlen 6419, The Netherlands.
PNAS Nexus. 2025 May 19;4(5):pgaf115. doi: 10.1093/pnasnexus/pgaf115. eCollection 2025 May.
Skin is the exterior interface of the human body with the environment and harbors millions of microorganisms crucial for skin health. Associations between early-life green space exposure and the skin microbiome of children remain unstudied. Skin swabs were collected from 402 children (4-12 years old) enrolled in the ENVIRAGE birth cohort. Skin alpha diversity indices and the relative abundance at family and species levels were determined using 16S rRNA gene HiFi amplicon sequencing. Total green, high-growing green, and low-growing green were estimated in several radii around their current residential and school address based on high-resolution land cover data. Multiple linear regression models between green-space indices and skin microbiome alpha diversity indices were adjusted for sex, age, frequency of soap use, maternal education, season of skin swab collection, sequencing batch, and storage duration of the skin swab. As interaction terms between green-space indices and season were borderline statistically significant, we also ran the linear regression models stratified by season. Last, we performed a differential relative abundance analysis, accounting for the covariables above. Total green and high-growing green in multiple radii (from 100 to 500 m) were positively associated with observed richness (regression coefficients ranging from 10.06 to 15.31 [-value ranging from 0.03 to 0.12] per interquartile range increase in green). The associations were only statistically significant when skin swabs were collected in the warm season. The relative abundance of the bacterial families , , , and was statistically significantly positively associated with total and high-growing green within 300 m. Our findings suggest an influential role of early-life green space exposure on skin microbiome composition. Additional research is needed to investigate whether the observed positive relationship between green space and skin bacterial richness has implications for human health.
皮肤是人体与外界环境的界面,栖息着数百万对皮肤健康至关重要的微生物。儿童早期接触绿地与皮肤微生物群之间的关联尚未得到研究。我们从ENVIRAGE出生队列中的402名儿童(4至12岁)身上采集了皮肤拭子。使用16S rRNA基因HiFi扩增子测序确定皮肤α多样性指数以及科和种水平的相对丰度。根据高分辨率土地覆盖数据,估算了他们当前居住和学校地址周围几个半径范围内的总绿地、高生长绿地和低生长绿地。针对绿地指数与皮肤微生物群α多样性指数之间的多元线性回归模型,我们对性别、年龄、肥皂使用频率、母亲教育程度、皮肤拭子采集季节、测序批次和皮肤拭子储存时间进行了调整。由于绿地指数与季节之间的交互项在统计学上接近显著,我们还按季节分层运行了线性回归模型。最后,我们进行了差异相对丰度分析,并考虑了上述协变量。多个半径(从100至500米)范围内的总绿地和高生长绿地与观察到的丰富度呈正相关(每增加一个四分位数间距的绿地,回归系数范围为10.06至15.31[P值范围为0.03至0.12])。只有在温暖季节采集皮肤拭子时,这种关联才具有统计学意义。细菌科、、、和的相对丰度与300米范围内的总绿地和高生长绿地在统计学上显著正相关。我们的研究结果表明,儿童早期接触绿地对皮肤微生物群组成具有重要影响。需要进一步研究来调查观察到的绿地与皮肤细菌丰富度之间的正相关关系是否对人类健康有影响。