Background
Sepsis is defined as a life-threatening pathological host response to infection [
1]. Key components of this host response are (1) a dysfunctional (often overwhelming) immune reaction, (2) intravascular coagulopathy and (3) global endothelial dysfunction all together leading to a microvascular stasis, organ hypo-perfusion and ultimately fatal multi-organ failure. The mortality ranges between 32 and 56% [
1,
2]. A deleterious vascular maladaptation can occur in virtually all syndromes that are characterized by a systemic inflammatory response both in septic and aseptic conditions (e.g., pancreatitis, burns, post-cardiopulmonary bypass) [
3]. The underlying molecular mechanisms have been investigated for some time but are still incompletely understood. The molecular basis for maintenance of cell–cell contacts is the so-called
adherens and
tight junctions, transmembrane proteins that dynamically link adjacent cells to one another [
4]. These junctions consist of a variety of proteins that are connected and form a robust scaffold with the intracellular actin cytoskeleton. Targeting one component of these complicated structures might have catastrophic effects on the stability of the whole complex. Some of these junctional proteins have been demonstrated to be altered in expression, structure and/or localization in systemic inflammation (e.g., VE-cadherin, catenins, Claudin-1 [
5]).
MicroRNAs (MIR)—small non-coding RNAs that have the ability to simultaneously regulate a variety of proteins—have not been investigated in detail in modulating the endothelial junctional apparatus thus controlling permeability [
6]. In this context, one could hypothesize, that MIRs could trigger mechanisms that affect endothelial barrier function by targeting both essential proteins of the junctional apparatus or of the cytoskeleton either in a beneficial or harmful nature.
We hypothesized that specific MIRs might be up-/or down-regulated in systemic inflamed endothelium thereby contributing to the degradation of critical components of endothelial junctions or cytoskeletal components. To analyze this, we first performed an unbiased MIR analysis using a small RNA sequencing strategy from endotoxemic murine pulmonary endothelial cells and identified MIR155 as a potential candidate of interest. We then analyzed endothelial MIR155 regulation in systemic inflammation in transgenic zebrafish, wildtype and knockout mice, human endothelial cells, septic human kidney biopsies, and in bronchoalveolar lavage fluid (BALf) and serum samples from ARDS patients.
Material and methods
Antibodies and reagents
All chemical and reagents, unless otherwise specified, were purchased from Sigma-Aldrich. Antibodies against Claudin-1, ZO-1, GAPDH and Alexa Fluor 546 Phalloidin, 4′,6-diamidino-2-phenylindole (DAPI) (Sigma-Aldrich, St.Louis, MO) and Aqua-Poly/Mount were used.
miRNA analysis using smallRNA-Seq
RNA sequencing library was generated from 0.1 to 1 µg of total RNA using TruSeq® Small RNA Library Prep Kits v2 (Illumina) according to manufacturer’s protocols. The libraries were sequenced on Illumina HiSeq2500 using TruSeq SBS Kit v3-HS (50 cycles, single ended run) with an average of 10 × 106 reads per RNA sample. FASTQ files were trimmed with fastq-mcf (ea-utils,
https://expressionanalysis.github.io/ea-utils/) removing Illumina RNA adapter sequences (TGGAATTCTCGGGTGCCAAGG) and nucleotides with phred scores below 20. [
7‐
10]
Cell culture studies
Human umbilical vein endothelial cells (HUVECs) were isolated from human umbilical veins (donor approval, Hannover Medical School Nr. 1303-2012). Specific miRCURY LNA miRNA mimic (No. 339173) (Qiagen, Hilden, Germany) was used to overexpress the microRNA 155. To inhibit the microRNA 155, the miRCURY LNA miRNA Inhibitor 5 nM was used (No. 339121) (Qiagen, Hilden, Germany).
Mouse studies
All mouse experiments were approved by the local authorities at Hannover Medical School and conducted in accordance with institutional and governmental guidelines (LAVES Lower Saxony, Ref. No. 18/2817). Male B6.Cg-Mir155tm1.1Rsky/J were used as MIR155 knockout mouse. The mice, 10–12 weeks of age, were either injected intraperitoneally (i.p.) with 17.5 mg/kg bodyweight lipopolysaccharide (LPS) or a cecal ligature puncture (CLP) as described elsewhere [
11] was conducted. Briefly, the LPS originated from Escherichia coli, serotype O111:B4 (Sigma-Aldrich, St. Louis, MO) dissolved in 10 mL/kg sterile NaCl. The injected mice were monitored and scored according to Additional file
1: Table S4. After 16 h, they were killed and organs harvested. For the performance of the CLP experiment, the mice were anaesthetized with isoflurane (1–2% in medical air) and a midline laparotomy was placed by a single-blinded operator. The anti-mesenteric border was ligated, and through one single 20G needle puncture 1 mm of stool was extracted. As a sham surgery, laparotomy with cecal mobilization was performed. Followed by the two-layering closure, mice were given 200 µL of NaCl fluids s.c. and for analgesia once 10 mg/mL Butorphanol (Zoetis Manufacturing & Research, Spain). Until the organ harvest 24 h later, the mice were monitored and scored by a single-blinded investigator. The Evans Blue permeability assay (EB) was conducted as described [
11]. In brief, the mice were injected with the 100 µL of 2% wt/vol EB in the tail vein 12 h after LPS injection. For lung cuffing, mice were challenged with LPS (17.5 mg/kg BW) and killed 16 h later and organs were harvested. After the staining process, a lung cuffing score and a percentage of cuffing (yes / no) were raised by a single-blinded person (see Additional file
1: figure S1 and table S2). For Kaplan–Meier survival studies, both models, i.e., LPS and CLP were used. All experiments were performed and analyzed by a blinded investigator.
Western blot analysis
The Western Blot Analysis was conducted as in [
12] described using the SuperSignal™ West Pico Chemiluminescent Substrate (Life Technologies) and Versa Doc Imaging System Model 3000 (BioRad, Hercules, CA) was used to visualize the bands.
Fluorescent immunocyto-/histochemistry
HUVECs were grown to confluency on Collagen (Sigma-Aldrich, St.Louis, MO) covered coverslips. Antibodies and reagents were used as described above.
Paraffin slices were deparaffined and blocked with 10% donkey serum (Jackson Immuno Research Inc., West Grove, PA). GR-1 was used as primary antibody and pictured with the secondary antibody (goat anti-rat IgG (Alexa flour 555)) (Invitrogen, CA). To evaluate the amount of lung cuffing through scores, mice lungs were stained with Periodic Acid Schiff (PAS) Staining and scored according to Additional file
1: Table S2. The images were taken with the Leica DMI 6000B microscope under the same gain and offset conditions.
(Micro) RNA isolation and quantitative (q) PCR
For the isolation, the miRNeasy Mini Kit was used (Qiagen, Hilden, Germany) to extract both miRNA and RNA from HUVECs and organ tissue followed by Prime Script RT Reagent Kit (TaKaRa Bio Europe SAS, St Germain-en-Laye, France) after the manufacturer’s instructions.
Immunoprecipitation of MIR155
HUVECs were plated at 1.8 × 105 cells/well in 6 well-plate overnight and transfected with 200 pM biotinylated control miRNA mimics or 5′-Biotinylated MIR-155 mimics (No. 339178) (Qiagen, Hilden, Germany) using HiPerfect (Qiagen, Hilden, Germany) in accordance with the manufacturer’s instructions. After 48 h of transfection, cells were harvested in 700 µL lysis buffer supplemented with Protease Inhibitor Cocktail (Roche, South San Francisco, CA) and RNaseOUT (Invitrogen) and incubated on ice for 20 min. Lysates were centrifuged at 10,000 × g for 15 min at 4 °C after which 50 µl of the cytoplasmic lysate (input) was transferred into a new tube for RNA extraction. The remaining supernatant was incubated with activated Streptavidin-Dynabeads (Dynabeads M-280 Streptavidin, Invitrogen) for 4 h at 4 °C. After several washing steps and centrifugation, the supernatant was taken for RNA extraction. RNA was subjected to qPCR using Claudin-1 specific primers. The analysis was done as follows: MIRNA pull-down/control pull-down (‘A’), miRNA input/control input (‘B’); fold enrichment = A/B.
Zebrafish studies
Female Tg(flk1:mCherry) zebrafish were mated with male Tg(l-fabp:eGFP-DPB) to generate Tg(flk1:mCherry/l-fabp:eGFP-DPB) zebrafish offspring. Eggs were microinjected with a MIR155 mimic or a scrambled MIR (mirVana, life technologies) at the one to four cell stage at a concentration of 25 μM [
13]. At 96 h post-fertilization, the vascular integrity of the transgenic larvae based on flk1 expression in ECs was determined. In parallel, the plasma protein loss of eGFP-DBP was analyzed by measurement of fluorescence intensity in the retinal vessel plexus [
13]. The zebrafish animal studies were performed according to the National Institutes of Health Guideline for the Care and Use of Laboratory Animals. The Mount Desert Island Biological Laboratory (Bar Harbor, ME) animal care committee approved the animal protocol (IACUC protocol #1703). The analysis was performed using ImageJ (Version 1.60, National Institutes of Health, Bethesda, MD) and reported in arbitrary units.
Transendothelial electrical resistance (TER)
TER was measured using an electric cell-substrate impedance sensing system (ECIS) (Applied BioPhysics Inc.). The continuous values were pooled at discrete time points and plotted versus time. Each conditions’ end point resistance was divided by its starting resistance to give the normalized TER [
14].
Human kidney biopsies
Kidney biopsies were obtained directly post-mortem from patients aged 18 years or older, who died of sepsis. Kidneys from patients diagnosed with kidney cancer who underwent a total nephrectomy, served as controls as described in Aslan et al. Crit. Care. (2014) [
15]. The postmortem biopsies were waived by the Medical Ethical Committee of the UMCG, Groningen, The Netherlands (METc 2011/372) [
15].
Expression of MIR155 in human septic serum and bronchoalveolar lavage fluid (BALf) of patients with ARDS
MIR155 expression was measured in serum and BALf samples collected within 24 h of disease onset in patients with ARDS (
n = 16), with clinical details provided in Table
1 and in healthy controls (
n = 5). The collection of the BALf and serum samples was approved according to the ethics committee of Hannover Medical School (MHH, EK 8146_BO_K_2018). Total RNA was isolated from human BALf and serum samples using miRNeasy Serum/Plasma Advanced Kit (Qiagen, Cat. No. 217204) following manufacturer’s instructions. For the BALf analysis, we established a novel method base on the above kit used for the serum. Cel_MIR-39 miRNA mimic (Qiagen, Cat. No. 219610) at a concentration of 1.6 × 108 copies/µL was used as a spike-in miRNA control. The reverse transcription for miRNAs was done with equal volume of starting total RNA for each sample and specific TaqMan probes (Applied Biosystems; for MIR-155: Assay ID 002623 and for Cel_MIR-39: Assay ID 000200) using TaqMan MicroRNA Reverse Transcription Kit (Applied Biosystems, Cat. No. 4366597) as per the manufacturer’s guidelines. ViiA7 system (Applied Biosystems) was used to perform miRNAs’ quantification PCR (qPCR) with MIR-155 or Cel_MIR-39 specific TaqMan assays (Applied Biosystems) and Absolute Blue qPCR Mix (Abgene, Cat. No. AB-4136/B). The collection of the BALf and serum samples was approved according to the ethics committee of Hannover Medical School (MHH, EK 8146_BO_K_2018).
Table 1
Clinical features of acute respiratory distress syndrome (ARDS) patients
Age (y), median (IQR) | 52 (43–66) |
Male (%) | 12 (75) |
Body mass index (kg/m2), median (IQR) | 27.7 (24.4–33.3) |
Septic shock (%) | 9 (56) |
Pneumogenic focus (%) | 7 (78) |
Primary ARDS (%) | 14 (88) |
Diagnosis | |
Pneumonia due to | 14 (88) |
Influenza A | 4 (29) |
Streptococcus pneumononiae | 4 (29) |
Legionella pneumophilia | 1 (7) |
Staphylococcus aureus with septicaemia | 1 (7) |
Unidentified pathogen | 4 (29) |
Pancreatitis with sepsis and secondary ARDS | 1 (6) |
Septic shock of unknown focus with secondary ARDS | 1 (6) |
Laboratory at time of sampling | |
CRP (mg/L), median (IQR) | 252 (134–305) |
Procalcitonin (ng/L), median (IQR) | 7.7 (1.4–29.1) |
Leukocytes (gpt/L), median (IQR) | 8.2 (4.8–19.1) |
Lactate (mmol/L), median (IQR) | 1.6 (1.2–3.2) |
paO2 / FiO2 (mmHg), median (IQR) | 109 (77–132) |
SOFA score at day of sampling (IQR) | 11.5 (8.5–13.0) |
Treatment modalities at time of sampling | |
Invasive ventilation | 16 (100) |
PEEP (mbar), median (IQR) | 14 (12–15) |
Pmax (mbar), median (IQR) | 26 (23–28) |
Extracorporeal membrane oxygenation (%) | 7 (44) |
Renal replacement therapy (%) | 10 (63) |
Vasopressor use (%) | 13 (81) |
Noradrenaline dose (µg/kg/min), median (IQR) | 0.085 (0.02–0.35) |
28-day ICU-mortality (%) | 5 (31) |
Statistical analysis
Statistical significance was evaluated using Mann–Whitney test or one-way ANOVA unless otherwise noted. All experimental results are presented as mean ± SD, and a two-tailed p value of less than 0.05 was considered to indicate statistical significance. GraphPad Prism 6.0 (La Jolla, CA).
Discussion
Using an unbiased small RNA sequencing approach, we found that MIR155 was highly upregulated in the pulmonary endothelium of endotoxemic mice. MIR155 overexpression was sufficient to induce spontaneous vascular leakage in zebrafish, augment pathological responses in cultured human endothelial cell monolayers and exacerbate the endothelial inflammatory response in murine sepsis. Moreover, pharmacological inhibition or genetic depletion of MIR155 prevented breakdown of the vascular barrier and improved global outcome in animal models of systemic inflammation and sepsis. Finally, MIR155 was also detectable in diverse human samples highlighting the potential translational relevance of our experimental findings.
In general, the role of MIRs in endothelial response to systemic inflammation is not well understood. To our knowledge, only a single study has linked a panel of MIRs (including MIR155) to endothelial inflammation [
18], whereas most MIR155 research has focused on T-cell biology [
19,
20]. Three independent reports support our investigation of MIR155 in the inflamed vasculature. First, Han et al. reported increased circulating MIR155 levels in human sepsis [
21]. Second, Pena-Philippides et al. implicated MIR155 in the regulation of endothelial tight junctions after cerebral ischemia [
22]. Specifically, they reported that inhibition of MIR155 fortified monolayers of human primary brain microvascular endothelial cells against barrier breakdown following oxygen–glucose deprivation. Studying lung microvascular ECs, Pfeiffer, et al., concluded that inhibition of MIR155 could blunt microvascular endothelial expression of inflammatory mediators [
18].
Given that our transcriptomics approach in endotoxemic mice revealed MIR155 upregulation, we first sought to clarify if elevated endothelial MIR155 was injurious or adaptive. Transparency of larval zebrafish and ease of gene transduction makes this model amenable to studying vascular phenotypes. Overexpression of MIR155 indeed revealed compromised vascular integrity in two different assays, supporting the conclusion that excess MIR155 may be alone be injurious and may potentiate adverse responses to the septic milieu. Next, we investigated a B6.Cg-Mir155tm1.1Rsky/J knockout mouse to (1) test whether MIR155 was required for a severe inflammatory response; (2) evaluate the MIR155 hypothesis in a mammalian species; and (3) explore its relevance in models of human disease. Although endotoxemia is not a model of sepsis per se
, the consequences of sterile cytokine storm are still of translational interest, and this noxious stimulus is an established trigger of pulmonary vascular hyperpermeability, a key phenotype of interest [
23,
24]. LPS strain and dose were tailored in a pilot study to induce significant pulmonary edema early in cytokine storm rather than to evaluate overall survival. To study survival, we applied the murine gold standard sepsis model of CLP (that was piloted to a mortality of 75%) to MIR155 knockouts.
The absence of a gene-dose effect—namely that heterozygous mice were protected, whereas null mice were not—was unexpected. However, our group has observed similar results in the context of Angiopoietin-2, another regulator of endothelial permeability [
25]. Several hypotheses are possible. First, there might be a subtle developmental effect of complete gene loss that is exacerbated by the stress of sepsis—in the case of Angiopoietin-2, null mice have marked lymphedema from aberrant lymphangiogenesis. Second, compensatory developmental and/or physiological mechanisms may become activated with complete gene loss. For example, compensatory upregulation of MIR146a could be implicated in MIR155 knockouts [
18]. However, we did not find such an association with MIR155 gene dose (data not shown). Therefore, future experiments will be required in order to explore the lack of protection against sepsis exhibited by MIR155 knockout mice.
Different compartments (lung, kidney, serum) were analyzed in the human components of this study in order to parse local and systemic regulation of MIR155. First, we compared bronchoalveolar lavage (BAL) fluid and serum samples from patients with ARDS versus healthy controls. Although reported by others [
26], we did not observe a significant change in circulating MIR155 among ARDS patients. Yet, these very same patients showed clear MIR155 elevation in BAL samples. While this difference may be attributable to underlying patient and disease characteristics, the presence of a BAL-specific difference in MIR155 concentration raises the possibility of organ-specific actions of this microRNA. The human kidney data also suggest regional regulation of MIR155. However, results from these post-mortem specimens may be difficult to interpret as they represent the end stage of sepsis with multiple organ failure. On the other hand, biopsies from failing organs in sepsis are extremely challenging to acquire, and the biopsy itself could be harmful with limited potential benefit to the individual patient.
Our study has important limitations. The MIR155 knockout model was neither conditional nor organ-specific. Therefore, improvement in overall survival following CLP may be partially attributable to non-endothelial effects. The observation that heterozygosity but not complete gene depletion protects from endothelial injury requires further investigation. Finally, the underlying molecular mechanisms regulating MIR155 merit future study.
Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit
http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (
http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.