Regional distribution of mechanical strain and macrophage-associated lung inflammation after ventilator-induced lung injury: an experimental study.

IF 2.8 Q2 CRITICAL CARE MEDICINE Intensive Care Medicine Experimental Pub Date : 2024-09-03 DOI:10.1186/s40635-024-00663-2
Francesco Liggieri, Elena Chiodaroli, Mariangela Pellegrini, Emmi Puuvuori, Jonathan Sigfridsson, Irina Velikyan, Davide Chiumello, Lorenzo Ball, Paolo Pelosi, Sebastiano Stramaglia, Gunnar Antoni, Olof Eriksson, Gaetano Perchiazzi
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Abstract

Background: Alveolar macrophages activation to the pro-inflammatory phenotype M1 is pivotal in the pathophysiology of Ventilator-Induced Lung Injury (VILI). Increased lung strain is a known determinant of VILI, but a direct correspondence between regional lung strain and macrophagic activation remains unestablished. [68Ga]Ga-DOTA-TATE is a Positron Emission Tomography (PET) radiopharmaceutical with a high affinity for somatostatin receptor subtype 2 (SSTR2), which is overexpressed by pro-inflammatory-activated macrophages. Aim of the study was to determine, in a porcine model of VILI, whether mechanical strain correlates topographically with distribution of activated macrophages detected by [68Ga]Ga-DOTA-TATE uptake.

Methods: Seven anesthetized pigs underwent VILI, while three served as control. Lung CT scans were acquired at incremental tidal volumes, simultaneously recording lung mechanics. [68Ga]Ga-DOTA-TATE was administered, followed by dynamic PET scans. Custom MatLab scripts generated voxel-by-voxel gas volume and strain maps from CT slices at para-diaphragmatic (Para-D) and mid-thoracic (Mid-T) levels. Analysis of regional Voxel-associated Normal Strain (VoStrain) and [68Ga]Ga-DOTA-TATE uptake was performed and a measure of the statistical correlation between these two variables was quantified using the linear mutual information (LMI) method.

Results: Compared to controls, the VILI group exhibited statistically significant higher VoStrain and Standardized Uptake Value Ratios (SUVR) both at Para-D and Mid-T levels. Both VoStrain and SUVR increased along the gravitational axis with an increment described by statistically different regression lines between VILI and healthy controls and reaching the peak in the dependent regions of the lung (for strain in VILI vs. control was at Para-D: 760 ± 210 vs. 449 ± 106; at Mid-T level 497 ± 373 vs. 193 ± 160; for SUVR, in VILI vs. control was at Para-D: 2.2 ± 1.3 vs. 1.3 ± 0.1; at Mid-T level 1.3 ± 1.0 vs. 0.6 ± 0.03). LMI in both Para-D and Mid-T was statistically significantly higher in VILI than in controls.

Conclusions: In this porcine model of VILI, we found a topographical correlation between lung strain and [68Ga]Ga-DOTA-TATE uptake at voxel level, suggesting that mechanical alteration and specific activation of inflammatory cells are strongly linked in VILI. This study represents the first voxel-by-voxel examination of this relationship in a multi-modal imaging analysis.

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呼吸机诱发肺损伤后机械应变和巨噬细胞相关肺部炎症的区域分布:一项实验研究。
背景:肺泡巨噬细胞活化为促炎表型 M1 是呼吸机诱发肺损伤(VILI)病理生理学的关键。肺应变增加是VILI的一个已知决定因素,但区域肺应变与巨噬细胞活化之间的直接对应关系仍未确定。[68Ga]Ga-DOTA-TATE是一种正电子发射断层扫描(PET)放射性药物,对促炎激活巨噬细胞过度表达的体生长激素受体亚型2(SSTR2)具有高亲和力。本研究旨在确定在猪 VILI 模型中,机械应变是否与[68Ga]Ga-DOTA-TATE 摄取检测到的活化巨噬细胞分布在地形上相关:方法:七只麻醉猪接受了 VILI,三只作为对照组。在潮气量增加时采集肺 CT 扫描,同时记录肺力学。注射[68Ga]Ga-DOTA-TATE,然后进行动态 PET 扫描。定制的 MatLab 脚本根据膈旁(Para-D)和胸中(Mid-T)水平的 CT 切片生成逐个体素的气体体积和应变图。对区域体素相关正常应变(VoStrain)和[68Ga]Ga-DOTA-TATE摄取量进行了分析,并使用线性互信息(LMI)方法量化了这两个变量之间的统计相关性:结果:与对照组相比,VILI 组在 Para-D 和 Mid-T 水平上的 VoStrain 和标准化摄取值比(SUVR)均明显高于对照组。VILI 组和健康对照组的 VoStrain 和 SUVR 均沿重力轴增加,其增量由统计学上不同的回归线描述,并在肺部的依存区域达到峰值(VILI 组与对照组的应变对比为 Para-D: 7.0 - 6.0)。在 Para-D 阶段,VILI 与对照组的应变值为:760 ± 210 vs. 449 ± 106;在 Mid-T 阶段,应变值为 497 ± 373 vs. 193 ± 160;在 Para-D 阶段,VILI 与对照组的 SUVR 值为:2.2 ± 1.3 vs. 1.3 ± 0.1;在 Mid-T 阶段,应变值为 1.3 ± 1.0 vs. 0.6 ± 0.03)。从统计学角度看,VILI患者Para-D和Mid-T的LMI均明显高于对照组:结论:在这一猪 VILI 模型中,我们发现肺应变与[68Ga]Ga-DOTA-TATE 摄取在体素水平上存在地形相关性,这表明在 VILI 中机械改变与炎症细胞的特异性激活密切相关。这项研究是首次在多模态成像分析中逐个象素检查这种关系。
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来源期刊
Intensive Care Medicine Experimental
Intensive Care Medicine Experimental CRITICAL CARE MEDICINE-
CiteScore
5.10
自引率
2.90%
发文量
48
审稿时长
13 weeks
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