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. 2020 Nov 20;21:307. doi: 10.1186/s12931-020-01574-y

The efficacy of mesenchymal stromal cell-derived therapies for acute respiratory distress syndrome—a meta-analysis of preclinical trials

Fengyun Wang 1,#, Bin Fang 1,#, Xinhua Qiang 1, Jingsong Shao 1, Lixin Zhou 1,✉
PMCID: PMC7677103  PMID: 33218340

Abstract

Background

The investigation of mesenchymal stromal cell (MSC)-conditioned medium or extracellular vesicles (exosomes or microvesicles) as a remedy for acute lung injury (ALI) or acute respiratory distress syndrome (ARDS) has become a fast-growing field in recent years. Our purpose was to conduct a meta-analysis to investigate the efficacy of MSC-derived therapies (MDTs) for ALI/ARDS in animal models.

Methods

A meta-analysis of MDTs for ALI/ARDS in animal trials was performed. PubMed and EMBASE were searched to screen relevant preclinical trials with a predetermined search strategy.

Results

A total of 17 studies that compared MDT with the ALI control group were included in our study. The pooled result derived from the comparison of the two groups suggested that MDT could significantly reduce the lung injury score (standardized mean difference (SMD) = − 4.02, 95% CI [− 5.28, − 2.23], P < 0.0001) and improve animal survival (OR = − 6.45, 95% CI [2.78, 14.97], P < 0.0001). MDT mitigated the infiltration of neutrophils in alveoli (SMD = − 3.38, 95% CI [− 4.58, − 2.18], P < 0.00001). MDT also reduced the wet-dry weight ratio of the lung (SMD = − 2.34, 95% CI [− 3.42, − 1.26], P < 0.0001) and the total protein in BALF (SMD = − 2.23, 95% CI [− 3.07, − 1.40], P < 0.00001). Furthermore, MDT was found to downregulate proinflammatory mediators such as IL-1, IL-6 and TNF-a and to upregulate anti-inflammatory mediators such as IL-10.

Conclusion

MDT reduces lung injury and improves survival in animal ARDS models since it can ameliorate lung permeability, decrease inflammatory cell infiltration, downregulate proinflammatory mediators, and upregulate anti-inflammatory mediators. However, more animal studies and human trials are needed for further investigation.

Keywords: Acute lung injury, Acute respiratory distress syndrome, Conditioned medium, Extracellular vesicles, Exosomes, Microvesicles

Introduction

In critically ill patients, ARDS is a severe clinical syndrome with high morbidity and mortality [1]. The pathophysiological features of ARDS are characterized by diffuse alveolar damage, acute noncardiogenic lung oedema, and decreased functional lung volume [2]. Patients with moderate and severe ARDS are usually in need of intubated mechanical ventilation. If exacerbated, the patients need be put in a prone position; alternatively, if the patient is unresponsive to regular treatment, ECMO should be employed as a salvage therapy [3]. While mechanical ventilation can provide urgently needed respiratory support, it can cause volutrauma, atelectrauma, and biotrauma, all of which may accentuate the condition of patients with ARDS [4]. To date, there are no evidence-based pharmaceutical agents for ARDS or any treatments directly targeting the pathophysiology of ARDS [5]. Mesenchymal stromal cells (MSCs)—a type of pluripotent stem cell—were first found in the bone marrow. With antibacterial, immunomodulatory, and tissue and organ repair and regeneration characteristics, MSCs have been widely investigated as a potential therapy in different scenarios for ALI/ARDS in the last few decades [6]. MSCs may be effective for ALI/ARDS caused by a variety of pathogenic factors, as they can ameliorate lung permeability, decrease inflammatory cell infiltration, downregulate inflammatory mediators and upregulate anti-inflammatory mediators. The effects of MSCs were assumed to be due to their engraftment and proliferation, which were demonstrated to be rather limited [7]; however, according to current research, the paracrine- and endocrine-related secretomes are more important for tissue damage repair [8–10]. MSCs may manage intracellular oxidative stress via exosomes, which can be engulfed and reutilized by macrophages, thus suppressing inflammation and regulating immunity; therefore, MSCs may have potential in lung injury treatment [11, 12]. However, MSCs may be oncogenic, triggering an immune response that, per se, may exacerbate ARDS in patients. Furthermore, the storage of MSCs may interfere with their gene expression or viability. As extracellular vesicles (EVs) are manufactured from conditioned medium (CM) by centrifugation, in this study, they are collectively referred to as MSC-derived therapies (MDTs). MDTs that contain these secretomes may have potential for treating ALI/ARDS. Today, MDT-related research is a fast-growing field [9, 13–15]. Although MDTs cannot proliferate like MSCs, they have the advantages of easier preservation and transfer. Furthermore, in comparison with MSCs, MDTs have reduced immunogenicity and are thus an attractive solution for allogeneic transplants [16]. We will investigate the efficacy of MDT for ALI/ARDS to evaluate whether it can improve survival, lower lung injury severity, and regulate immune balance via a meta-analysis of animal models.

Methods

Data sources

PubMed and EMBASE (up to February 14, 2020) were searched to screen relevant preclinical trials with an exquisitely crafted search strategy. Search terms included the following: acute respiratory distress syndrome, acute lung injury, mesenchymal stem cell, mesenchymal stromal cell, vesicles, microvesicles, exosome, and medium. The search strategy was as follows: ((((((((((((vesicles[Title/Abstract]) OR microvesicles[Title/Abstract]) OR ectosomes[Title/Abstract]) OR exosome[Title/Abstract]) OR nanoparticles[Title/Abstract]) OR microparticles[Title/Abstract]) OR exosomes[Title/Abstract]) OR oncosomes[Title/Abstract])) OR medium[Title/Abstract])) AND (((stem cell[Title/Abstract]) OR stromal cell[Title/Abstract]) OR msc[Title/Abstract])) AND ((((Acute Respiratory Distress Syndrome[Title/Abstract]) OR acute lung injury[Title/Abstract]) OR ARDS[Title/Abstract]) OR ALI[Title/Abstract]).

Study selection

Two authors (FYW and BF) searched and screened the relevant literature independently and then checked the title and abstract of each retrieved article to decide which required further assessment. Full articles were retrieved if the titles and abstracts suggested that the study included a prospective design to investigate the therapeutic effects of MSC-derived therapy for ALI/ARDS in animal models. When there were disagreements, the two authors discussed them thoroughly to reach an agreement.

The inclusion criteria were as follows: (1) any controlled preclinical studies investigated MSC-derived therapy for ALI/ARDS; (2) any animal models of any species, age, or sex; and (3) MSC-derived therapy administered with any approach or any dosage. MSCs were defined using the minimal criteria set out in the International Society for Cellular Therapy (ISCT) consensus statement [17, 18].

The exclusion criteria were as follows: (1) non-interventional studies and (2) non-extractable data from a study that would prevent meta-analysis for at least one of the pre-specified outcomes.

Qualitative assessment and data extraction

Two authors (WFY and FB) independently extracted data with a customized data extraction form and assessed the risk of bias. Study characteristics were extracted if they were related to the construct and external validity. The data extraction form included the following detailed information: (1) references and publication date; (2) species of animal; (3) lung injury model; (4) descriptions of the source of MSC; (5) the dose, and route of MSC derived therapy; and (6) the time points of assessment.

As the data in the literature were mostly presented as figures and not in numerical form, a validated open source graphical digitizer (WebPlot-Digitizer, version 4.2) was utilized to extract data from figures. First, the images of the figures for relevant outcomes from all included studies were saved as screenshots. Then, these images were uploaded into the programme to extract data. The first step was to define the type of graph analysed, usually a two-dimensional bar plot. Second, the axis was calibrated by assigning four points of known values. Then, the related data points were extracted and added by directly clicking on the graph; thereupon, WebPlot-Digitizer calculated the precise coordinates of each point, which in turn was used to calculate the mean and standard deviation for each variable.

Data analysis and statistical methods

Data analyses of this review were performed by Review Manager 5.3. A heterogeneity assessment was performed via the χ2 test, where a p value less than 0.05 was considered significant. A funnel plot was applied to check for publication bias, and I2 was applied to estimate the total variation attributed to heterogeneity among studies. Values of I2 less than 25% were considered as having low heterogeneity, and a fixed-effect model for meta-analysis was used. Values of I2 no less than 25% represented moderate (25–75%) or high levels (> 75%) of heterogeneity existing among studies, and a random effects model was applied. For dichotomous variables, odds ratios (ORs) were used for statistical calculations, whereas for continuous variables, mean and standardized mean differences (SMDs) were used. All statistical tests were two-sided, and a p value of less than 0.05 was considered statistically significant.

Primary and secondary outcomes

Our primary outcomes were lung injury score and survival. Secondary outcomes included inflammatory factors IL-1β, IL-6 and TNF-α, anti-inflammatory factor IL-10, lung wet weight to dry weight ratio (W/D ratio), total protein in BALF, and neutrophil counts in BALF.

Results

Study selection process

Figure 1 is the flow diagram of the literature search process. In total, 404 articles were found by means of electronic database searches. After duplicates were deleted, a total of 307 articles were pooled to read the titles and abstracts. Of these, 202 articles were discarded, and 105 were retained for further evaluation. After reading the text of each paper, the full text of 39 articles was then retrieved for further assessment. Finally, 17 articles were found to have met the inclusion criteria [19–35].

Fig. 1.

Fig. 1

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The flow diagram of the literature search process

Characteristics of the included studies

All the included studies were conducted over the last few decades. The animal models were mostly established in mice and rats; only one study applied pigs. Intratracheal administration of LPS or E. coli to induce ALI was the most popular approach among the included studies. Bleomycin, VILI, H1N1 virus, and ischaemia–reperfusion were the respective causes of ALI in each study. The tissue sources of MSCs included bone marrow, umbilical cord, adipose tissue, and neural crest. The MDT doses were also diverse among the studies. Additionally, the outcome assessment time points of the studies differed significantly; most of them were completed within 3 days, while a few lasted up to 1 week. The detailed characteristics of the included studies are presented in Table 1.

Table 1.

The characteristics of the included preclinical studies

Reference Animal, gender Injury model MSCs source Type of stem cell derived therapy Time of assessment
Amir Varkouhi [19] SD rats E. coli (5. 109 CFUs), IT Human UC MSC Extracellular vesicles, 100*106/kg, IV 48 h after E. coli instillation
Antoine Monsel [20] Male C57BL/6 mice E. coli (2 or 3 × 106 CFUs), IT Human BM MSC Microvesicles, 1*106 cells/10 ul, IT/IV 18, 24, or 72 h after modeling
Chen Wenxia [21] Male SD rats BLM (4 mg/kg), IT Human WJ MSC Microvesicles, IT 48 h or 1 week after bleomycin treatment
Huang Ruoqiong [22] C57BL/6 mice LPS (4 mg/kg), IT Human AD MSC MSC extracellular vesicles, 100 μg/200 ul 48 h after LPS insult
James Devaney [23] Male SD rats E. coli (2 × 109), IT Human BM MSC hMSC-CM 48 h after E. coli instillation
Johnatas Silva [24] C57BL/6 mice LPS 2 mg/kg, IT Mouse BM MSC MSC extracellular vesicles, 1*105 cells, IV 24 h after MSCs, or EV administration
Lavinia Ionescu [25] Male C57BL/6 Mice 4 mg/kg LPS Mouse BM MSC MSC CM 250,000 cells/30 μl, IT 48 h post-LPS insult
Li Qing-Chun [26] Male SD rats Chest trauma induced ALI Rat BM MSC MSC-derived exosomes, 25 ug/100 μl, IV 7 days after modeling
Liu Jianpei [27] Male SD rats Intestinal IR induced ALI Rat BM MSC MSC-derived exosomes, 5–10 ug/500 μl, IV 20 h after modeling
Mahesh Khatri [28] White-Duroc pigs H1N1, 5 × 106 TCID50 per pig Porcine BM MSC MSC-derived extracellular vesicles, 10 μg/ml, IT 1 and 3 days post-infection
Mairead Hayes [29] Male SD rats Ventilator induced lung injury Rat BM MSC MSC-CM, 4 × 106 cells/500 μl, IV 4 h following VILI induction
Peng Chung-Kan [30] Male SD rats IR induced ALI RAT NC SCs NCSCs-CM, 5 × 106 cells/250 μl, IV 90 min after modeling
Tang Xiaodan [31] Male C57BL/6 mice LPS (4 mg/kg), IT Human BM MSC MSC microvesicles, 2 × 106 cells/30 μl, IV 48 h after microvesicles injection
Vincent Su [32] Male C57BL/6 mice LPS (5 mg/kg), IT Mouse MSC MSC-CM, 200 μl, IV 24 h after MSC-CM treatment
Xu Ning [33] Male SD rats Phosgene (8.33 g/m3), inhaled Rat BM MSC MSC-derived exosomes, 50 mL, IT 6, 24, and 48 h post-exposure
Yi Xiaomeng [34] C57BL/6 mice LPS (1 mg/kg), IT Mouse BM MSC MSC-derived exosomes (30 μL), IV 24 h after LPS induction
Zhu Ying-gang [35] Male C57BL/6 mice LPS (4 mg/kg), IT Human MSC MSC microvesicles, 1.5 × 106 cells/ 15 μl 48 h after microvesicles injection
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SD Sprague–Dawley, LPS lipopolysaccharide, CFU colony forming unit, IP intra-peritoneal, IT intratracheal, IV intravenous, BM bone marrow, UC umbilical cord, AD adipose-derived, MSC mesenchymal stromal cells, CM conditoned medium

Meta-analysis: MSC-derived therapies versus the ALI control group

Primary outcomes

Lung injury score and survival

A total of six studies investigated the lung injury score. The pooled result suggested that MDT, based upon comparison with the ALI control group, could significantly reduce the lung injury score, with a standardized mean difference (SMD) = − 4.02, 95% CI [− 5.28, − 2.23], P < 0.0001, and I2 = 67% (Fig. 2a). Four studies reported on post-injury survival. The synthesis of these results, derived from comparison with the ALI control group, indicated that MDT can significantly promote animal survival, with an OR = − 6.45, 95% CI [2.78, 14.97], P < 0.0001, and I2 = 2% (Fig. 2b).

Fig. 2.

Fig. 2

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Main outcome of the meta-analyses of MDT compared with the ALI control group: a lung injury score; b survival. The size of each square represents the proportion of information given by each trial. Crossing with the vertical line suggests no difference between the two groups. MDT MSC-derived therapy, ALI acute lung injury, IV inverse variance, CI confidence interval, M-H Mantel-Haensze, df degree of freedom

Secondary outcomes

Neutrophil counting in BALF

Neutrophil counting in BALF was reported in a total of 11 studies. In comparison with the control group, MDT mitigated the infiltration of neutrophils in alveoli (SMD = − 3.38, 95% CI [− 4.58, − 2.18], P < 0.00001, I2 = 89%) (Fig. 3a).

Fig. 3.

Fig. 3

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Meta-analyses of the neutrophils in BALF (a), total protein in BALF (b) and lung W/D ratio (c) between the MDT and ALI control groups. The size of each square represents the proportion of information given by each trial. Crossing with the vertical line suggests no difference between the two groups. MDT MSC-derived therapy, ALI acute lung injury, IV inverse variance, CI confidence interval, M-H Mantel-Haensze, df degree of freedom

Total protein level in BALF

In total, 12 studies investigated the total protein in BALF. Their pooled result indicated that, in comparison with the control group, MDT ameliorated protein leakage (SMD = − 2.23, 95% CI [− 3.07, − 1.40], P < 0.00001, I2 = 79%) (Fig. 3b).

Wet to dry weight ratio of lung (W/D ratio)

The synthesized results of 7 studies proved that MDT could reduce the W/D ratio when compared with the control group, SMD = -2.34, 95% CI [− 3.42, − 1.26], P < 0.0001, I2 = 74% (Fig. 3c).

Inflammatory and anti-inflammatory factors pertaining to lung injury.

A total of 5 studies investigated IL-1 in lung tissue. MDT was shown to decrease the level of IL-1 compared with that in the ALI control group (SMD = − 3.09, 95% CI [− 5.40, − 0.78], P = 0.0001, I2 = 88%) (Fig. 4a). A total of 8 studies reported IL-6, and their pooled result suggests that, in comparison with the control, MDT could reduce the level of IL-6 (SMD = − 2.91, 95% CI [− 4.41, − 1.41], P = 0.0001, I2 = 85%) (Fig. 4b). Additionally, 7 studies presented data about TNF-a, the synthetic result of which revealed that MDT could downregulate the level of TNF-a, with an SMD = − 3.69, 95% CI [− 5.27, − 2.11], P < 0.00001, and I2 = 73%, (Fig. 4c). The pooled results of 8 studies suggested that MDT upregulated the level of IL-10 (SMD = 1.49, 95% CI [0.61, 2.37], P = 0.0009, I2 = 69%) (Fig. 4d).

Fig. 4.

Fig. 4

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Meta-analyses of cytokines between the MDT and ALI control groups: a IL-1β, b IL-6, c TNF-α, and d IL-10. The size of each square represents the proportion of information given by each trial. Crossing with the vertical line suggests no difference between the two groups. MDT MSC-derived therapy, ALI acute lung injury, IV inverse variance, CI confidence interval, M-H Mantel-Haensze, df degree of freedom

Discussion

EVs comprising exosomes and microvesicles are extracted from conditioned medium (CM) through centrifugation; similar to CM, they also possess the MSC secretome [8, 36]. Thus, CM and EVs were integrated as MSC-derived therapies (MDTs) in this study, the purpose of which was to summarize the evidence of MDTs for ALI/ARDS. In our study, meta-analyses were conducted for parameters such as lung injury score (LIS), survival, neutrophils in BALF, protein in BALF, W/D ratio and inflammatory mediators. These thorough analyses were important and essential for demonstrating the efficacy of MDT for ALI/ARDS. To date, only a few similar studies regarding lung diseases have been conducted, and none of them have solely focused on ALI/ARDS [37, 38]. To our knowledge, this is the first meta-analysis focused on the efficacy of MDT for ALI/ARDS in preclinical studies.

Our meta-analysis demonstrated that MDT can mitigate the severity of ALI/ARDS in animal models. The lung injury score (LIS), a scoring scale under a microscope, is a widely used pathophysiological tool to assess lung injury severity in preclinical trials. In our study, the pooled result indicated that MDT significantly reduced LIS, which is direct evidence that MDT can attenuate lung injury severity. The results also suggested that, in animal trials, MDT was able to increase survival. Moreover, our study revealed that MDT can downregulate the levels of inflammatory factors such as IL-1, IL-6 and TFN-a while upregulating the level of IL-10, a well-known anti-inflammatory factor. Thus, MDT may regulate immunologic balance in a desirable manner. The immunomodulatory effects of MDT may be an important reason for ameliorated lung injury and improved survival.

The W/D ratio of the lung is an extensively utilized parameter to assess pulmonary vessel permeability in animal studies, which was demonstrated to be decreased in our study. This reduced ratio indicated that MDT can improve lung water clearance. Our meta-analysis suggests that MDT can downregulate the infiltration of neutrophils into the alveolar space. The decrease in neutrophils in alveoli not only attenuated inflammation and subsequent high vessel permeability in the lung but also reduced lung tissue damage, which in turn may improve the outcomes. In addition, our study discovered that the total protein in BALF was reduced with MDT treatment. The reduction in total protein was not just the consequence of downregulated lung vessel permeability but also may be the mechanism of improved lung compliance. As the “hyaline membrane” is a protein-rich fluid formed on the alveolar surface, it pathophysiologically increases alveolar interfacial tension and blocks oxygenation in ALI/ARDS.

EVs can be divided into exosomes, microvesicles, or apoptotic bodies depending on size, biogenesis, and composition. Exosomes are generally homogenous in size, with a diameter ranging from 40 to 200 nm, whereas microvesicles are relatively heterogeneous, ranging from 50 to 1000 nm in diameter up to the state of the cell during release [8, 39]. Furthermore, the process of vesicle formation and release from cells also differs between exosomes and microvesicles. Each of the EV subtypes has its own characteristic surface and intracellular markers. Although exosomes, microvesicles and conditioned medium may externally differ from one another, in our study, the available subgroup analyses of each subtype demonstrated that they were consistently efficacious for ALI/ARDS in preclinical trials. The probable reason for this consistency is that they all internally contain the therapeutic secretome which is irrelevant to size or formation. Specifically, exosome (EX), microvesicle (MV) and conditioned medium (CM) subgroup meta-analyses were available for outcomes such as LIS, neutrophil counting in BALF, total protein in BALF, IL-6 in the lung and IL-10 in the lung. Only the IL-6 subgroup meta-analysis detected statistically significant difference between the EX and CM subgroups. Whether this difference was generated by confounding factors or by original efficacious differences remains to be further studied. The detailed subgroup meta-analysis results can be found in the Additional file 1.

ARDS is a common clinical syndrome that causes respiratory distress due to refractory hypoxia for a variety of heterogeneous aetiologies. The hallmark of ARDS is noncardiogenic lung oedema, a result of diffuse alveolar damage, increased permeability of lung vessels, infiltration of inflammatory cells, and protein-rich fluid leakage into the alveolar space, which causes overwhelming hypoxia [2]. The popularity of lung protective ventilation [40, 41], mainly characterized by low tidal volume and low inspiratory pressure, decreased ARDS mortality in the early 2000s [42, 43]. Furthermore, in 2013, an RCT discovered that prone positioning can significantly reduce 28-d and 90-d mortality on the basis of lung protective ventilation [44]. The control of driving pressure was also associated with increased survival in ventilator settings in ARDS [45]. Other measures taken for respiratory support, such as lung recruitment and PEEP titration, may increase mortality; thus, they are not recommended in the clinical routine [46]. Although increased understanding of ARDS has been achieved in recent decades, no pharmaceutical agents have been verified as effective treatments. Trials for medications such as aspirin, intravenous salbutamol, recombinant human keratinocyte growth factor, rosuvastatin, and simvastatin were all ineffective because they did not result in reduced mortality of ARDS [5].

To date, with regard to treating ARDS, there is no targeted medicine that has proven to be effective [47]. Since 2007, a large body of preclinical trials have investigated the efficacy of MSC therapy for ALI/ARDS, demonstrating that MSCs can stabilize the alveolar-capillary barrier, enhance alveolar fluid clearance, and decrease infection and inflammation [48–50]. Microvesicles derived from stem cells were reported to contain secretomes, such as protein and mRNA components that are crucial for stem cell renewal and expansion [51]. Since MSCs have been revealed to have the potential to treat ALI/ARDS, conditioned medium (CM) or extracellular vesicles (EVs) of MSCs, which possess these secretomes, have been the subjects of studies in recent years.

In basic numerical research, MSCs exhibit lung protective potential via paracrine growth and anti-inflammatory factors and downregulation of inflammatory pathways. Not only were MSC intensively investigated in vivo and in vitro in preclinical trials, several human trials, regarding the safety of MSC’s for ARDS, were also carried out in the past few years [52–54]. Although the safety of MSCs has been questioned because of their oncogenic possibility, to date, no direct MSC-related adverse events have been detected in the above trials. The safety of MDT should be more reassuring since no live cells were transplanted during the treatment [55]. According to Katie Famous et al., clinically, ARDS can be divided into two subphenotypes, which have different inflammation statuses and respond differently to fluid infusion [56]. Whether these distinct ARDS subphenotypes respond differently to MSCs or MDTs is a topic worthy of future research.

There are several limitations in our meta-analysis. First, the overall sample size of our study was small due to the small sample size of preclinical trials. Second, the causes of ALI/ARDS were not unanimous within the studies. Third, the sources of MDT were not consistent within the studies; therefore, those of both human and animal origin were investigated. Additionally, the dosage of MDT and the intervention duration also varied among the studies. These limitations may generate substantial heterogeneity among the studies, which may thereby confound the results of our analyses. Finally, the lack of large animal trials and regular clinical parameters (such as respiratory mechanics) in the included MDT trials may miss some important information useful to guide its application in clinical settings.

Conclusion

MDT reduced lung injury and improved survival in animal ALI/ARDS models via the following mechanisms: ameliorating lung permeability, decreasing inflammatory cell infiltration, downregulating proinflammatory mediators, and upregulating anti-inflammatory mediators. However, more large-animal studies and human trials are needed for further investigation.

Supplementary information

12931_2020_1574_MOESM1_ESM.docx (146KB, docx)

Additional file 1. Subgroup meta-analysis.

Abbreviations

ARDS

Acute respiratory distress syndrome

ALI

Acute lung injury

LPS

Lipopolysaccharide

BM

Bone marrow

UC

Umbilical cord

AD

Adipose-derived

MSCs

Mesenchymal stem cells

Authors’ contributions

WFY and FB contributed equally to this work; they conceived the idea and analysed the medical files together. The manuscript was written in English by WFY. QXH and SJS made supportive contributions to this work. ZLX was involved in drafting the manuscript and revising it critically for important intellectual content. All authors read and approved the final manuscript.

Funding

No funding was received for this study.

Availability of data and materials

The datasets used and/or analysed in this study are available from the corresponding author upon reasonable request.

Ethics approval and consent to participate

Not applicable.

Consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

Footnotes

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Fengyun Wang and Bin Fang contributed equally to this work

Supplementary information

Supplementary information accompanies this paper at 10.1186/s12931-020-01574-y.

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

12931_2020_1574_MOESM1_ESM.docx (146KB, docx)

Additional file 1. Subgroup meta-analysis.

Data Availability Statement

The datasets used and/or analysed in this study are available from the corresponding author upon reasonable request.

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