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游走的巨噬细胞:运动平衡巨噬细胞极化,促进健康。

Macrophages on the run: Exercise balances macrophage polarization for improved health.

机构信息

Department of Bioinformatics and System Biology, Jacobs School of Engineering, University of California San Diego, San Diego, United States.

Department of Bioengineering, University of California San Diego, United States; Department of Medicine, University of California San Diego, United States.

出版信息

Mol Metab. 2024 Dec;90:102058. doi: 10.1016/j.molmet.2024.102058. Epub 2024 Oct 29.

Abstract

OBJECTIVE

Exercise plays a crucial role in maintaining and improving human health. However, the precise molecular mechanisms that govern the body's response to exercise or/compared to periods of inactivity remain elusive. Current evidence appears to suggest that exercise exerts a seemingly dual influence on macrophage polarization states, inducing both pro-immune response M1 activation and cell-repair-focused M2 activation. To reconcile this apparent paradox, we leveraged a comprehensive meta-analysis of 75 diverse exercise and immobilization published datasets (7000+ samples), encompassing various exercise modalities, sampling techniques, and species.

METHODS

75 exercise and immobilization expression datasets were identified and processed for analysis. The data was analyzed using boolean relationships which uses binary gene expression relationships in order to increase the signal to noise achieved from the data, allowing for the use of comparison across such a diverse set of datasets. We utilized a boolean relationship-aided macrophage gene model [1], to model the macrophage polarization state in pre and post exercise samples in both immediate exercise and long term training.

RESULTS

Our modeling uncovered a key temporal dynamic: exercise triggers an immediate M1 surge, while long term training transitions to sustained M2 activation. These patterns were consistent across different species (human vs mouse), sampling methods (blood vs muscle biopsy), and exercise type (resistance vs endurance), and routinely showed statistically significant results. Immobilization was shown to have the opposite effect of exercise by triggering an immediate M2 activation. Individual characteristics like gender, exercise intensity and age were found to impact the degree of polarization without changing the overall patterns. To model macrophages within the specific context of muscle tissue, we identified a focused gene set signature of muscle resident macrophage polarization, allowing for the precise measurement of macrophage activity in response to exercise within the muscle.

CONCLUSIONS

These consistent patterns across all 75 examined studies suggest that the long term health benefits of exercise stem from its ability to orchestrate a balanced and temporally-regulated interplay between pro-immune response (M1) and reparative macrophage activity (M2). Similarly, it suggests that an imbalance between pro-immune and cell repair responses could facilitate disease development. Our findings shed light on the intricate molecular choreography behind exercise-induced health benefits with a particular insight on its effect on the macrophages within the muscle.

摘要

目的

运动在维持和改善人类健康方面起着至关重要的作用。然而,控制身体对运动或与不活动相比的反应的确切分子机制仍难以捉摸。目前的证据似乎表明,运动对巨噬细胞极化状态产生了一种看似双重的影响,既诱导了促免疫反应的 M1 激活,又诱导了以细胞修复为重点的 M2 激活。为了解决这个明显的悖论,我们利用了对 75 个不同的运动和固定发表数据集(7000 多个样本)的综合荟萃分析,这些数据集涵盖了各种运动方式、采样技术和物种。

方法

确定并处理了 75 个运动和固定表达数据集进行分析。该数据使用布尔关系进行分析,布尔关系使用二进制基因表达关系,以增加从数据中获得的信号与噪声的比值,从而允许在如此多样化的数据集之间进行比较。我们利用一个布尔关系辅助的巨噬细胞基因模型[1],在运动前后的样本中模拟即刻运动和长期训练时的巨噬细胞极化状态。

结果

我们的模型揭示了一个关键的时间动态:运动触发即时的 M1 激增,而长期训练则向持续的 M2 激活转变。这些模式在不同物种(人类与小鼠)、采样方法(血液与肌肉活检)和运动类型(抗阻与耐力)中是一致的,并且经常显示出统计学上的显著结果。固定通过触发即时的 M2 激活产生与运动相反的效果。研究发现个体特征,如性别、运动强度和年龄,会影响极化程度,但不会改变整体模式。为了在肌肉组织的特定背景下模拟巨噬细胞,我们确定了一个专注于肌肉驻留巨噬细胞极化的基因集特征,允许精确测量肌肉中运动对巨噬细胞活性的影响。

结论

这些一致的模式跨越了所有 75 项研究,表明运动的长期健康益处源于其协调促免疫反应(M1)和修复性巨噬细胞活动(M2)之间平衡和时间调节相互作用的能力。同样,它表明促免疫和细胞修复反应之间的不平衡可能促进疾病的发展。我们的研究结果揭示了运动诱导的健康益处背后的复杂分子编排,特别是对肌肉内巨噬细胞的影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5d56/11585839/c23d4ba3d4e5/gr1.jpg

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