Abstract
Background
MicroRNAs (miRNAs) play important roles in the development and progression of sepsis. This study investigated the clinical value of miR-19b-3p in sepsis patients, and explored its role in regulating inflammatory responses in HUVECs cells.
Methods
103 patients with sepsis and 98 healthy individuals were recruited. qRT-PCR was used for the measurement of miR-19b-3p level. Cell viability was evaluated using CCK-8. The protein levels of TNF-α and IL-6 were measured using ELISA. Receiver operating characteristic (ROC) curve and logistic regression analysis were constructed to evaluate the diagnostic and prognostic values of miR-19b-3p in sepsis patients.
Results
MiR-19b-3p level was significantly reduced in the serum from patients with sepsis compared with healthy controls (P < 0.001). Sepsis patients in the survival group had significantly high miR-19b-3p levels compared with the non-survival group (P < 0.001). MiR-19b-3p was of a good value in predicting sepsis risk, and was an independent prognostic factor for 28-day survival in sepsis patients (OR = 3.226, 95% CI 1.076–9.670, P = 0.037). MiR-19b-3p level was negatively associated with serum levels of IL-6 (r = − 0.852, P < 0.001) and TNF-α (r = − 0.761, P < 0.001). Overexpression of miR-19b-3p alleviated LPS-induced inflammatory response of HUVECs, which was reflected by the decrease of the levels of IL-6 and TNF-α induced by LPS treatment (P < 0.001).
Conclusion
MiR-19b-3p might be a potential biomarker for the early diagnosis and prognosis of sepsis patients. Overexpression of miR-19b-3p alleviated sepsis-induced inflammatory responses.
Keywords: miR-19b-3p, Sepsis, Clinical value, Inflammatory response
Background
Sepsis is a condition caused by the inadequate response to the infection, leading to organ dysfunction. It is considered to be one of the most common causes of death among hospitalized patients in the intensive care unit (ICU) [1]. Sepsis is a systemic inflammatory reaction syndrome, accompanied by acute inflammatory responses, with the release of multiple inflammatory factors such as TNF-α and IL-6 [2]. Previously, several studies have discussed the occurrence of endothelial dysfunction during sepsis, which can further lead to thrombotic microangiopathy (TMA), remote organ dysfunction and death [3–5]. At present, the management of sepsis mainly focuses on containing the infection through source control and antibiotics plus organ function support [6]. The immediate diagnosis and intervention are of great significance for the favorable prognosis of sepsis patients.
MicroRNAs (miRNAs) are endogenous RNAs with about 23 nucleotides, which regulate target gene expression [7]. MiRNAs are involved in the regulation of various important biological processes and play crucial roles in the occurrence and development of diseases by regulating the stability or translation of miRNAs [8]. MicroRNAs have been reported to play a series of roles in the development and progression of sepsis, and numerous miRNAs have been determined to be abnormally expressed in sepsis samples, such as miR-21 and miR-26b [9–11]. MiR-19b-3p belongs to the miR-17/92 cluster of miRNAs, which is first originated from human B-cell lymphoma samples; this miRNA cluster has been found to have decisive biological significance in the development of cancer and many other pathological pathways [12, 13]. Accumulating evidence also suggests that miR-19b-3p plays an anti-inflammatory role in several human diseases, such as Crohn's disease and rheumatoid arthritis [14, 15]. In addition, miR-19b-3p is also reported to be involved in the regulation of different cell inflammatory response [16, 17]. However, limited studies have revealed association between sepsis and miR-19b-3p, which might be developed to be a reliable and sensitive biomarker for sepsis.
In the present study, a cohort of sepsis patients were recruited, and miR-19b-3p expression was determined to be downregulated in the serum of sepsis patients, we further explored its clinical values in sepsis patients. In addition, in vitro functional experiments were also performed to detect the role of miR-19b-3p in regulating inflammatory responses in HUVECs cells.
Materials and methods
Study population and sample collection
In the current study, a total of 103 patients with sepsis were enrolled, who were admitted to ICUs of Linyi People’s Hospital between August 2016 and December 2017. All patients were diagnosed according to the International Sepsis Definitions Conference diagnostic criteria for sepsis (2012) [18]. Patients who had the following conditions were excluded: in an immunocompromised state; pregnant; human immunodeficiency virus (HIV)-positive; receiving immunosuppressive, steroid, or radiation therapy. Another 98 healthy individuals were recruited as control group, who were proceeded with the routine physical examination in the same hospital. Within 24 h of admission to ICU, the blood samples were collected, and chronic health evaluation II (APACHE II) score and sequential organ failure assessment (SOFA) score of sepsis patients were evaluated and recorded. The clinical characteristics of the study population were collected, including age, gender, body mass index (BMI), serum creatinine (Scr), albumin, white blood cell (WBC), C-reactive protein (CRP), and procalcitonin (PCT). This study was approved by the Ethical Committee of Linyi People’s Hospital, and the written informed consent was collected from each participant.
Cell culture and transfection
HUVECs were purchased from American Type Culture Collection (ATCC) (Manassas, VA). The cells were cultured in Dulbecco’s Modified Eagle’s Medium (DMEM, Gibco, Grand Island, NY) supplemented with 10% heat-inactivated fetal bovine serum (FBS, Gibco) at 37 °C in a 5% CO2 atmosphere. For LPS group, cells were administrated with LPS (100 ng/mL) for 24 h.
MiR-19b-3p mimic, miR-19b-3p inhibitor, or their negative controls (mimic NC and inhibitor NC) were chemically produced by GenePharma Co., Ltd. (Shanghai, China). The cell transfection was performed using Lipofectamine 2000 (Invitrogen, Carlsbad, CA, USA).
CCK-8 assay
To evaluate the cell viability after different treatment, Cell Counting Kit-8 assay (CCK-8, Dojindo Molecular Technologies, Gaithersburg, MD) was performed. 10 μL CCK-8 solution was added to the cell culture medium. After incubation for 1 h at 37 °C with 5% CO2, the optical density was measured using a microplate reader (Bio-Tek Instruments, Winooski, VT, USA) at 450 nm. Cell viability was evaluated as the percentage of the control group.
RNA extraction and quantitative real-time polymerase chain reaction (qRT-PCR)
The total RNA was extracted using Trizol Reagent (Invitrogen, Carlsbad, CA, USA) according to the manufacture’s protocol. Then, reverse transcription reactions were performed using the miScript Reverse Transcription Kit (QIAGEN, Hilden, Germany). The level of miR-19b-3p was measured by qRT-PCR through using a SYBR Green I Real-Time PCR Kit (GenePharma, Shanghai, China). U6 was used as an internal standard. The relative expression of miR-19b-3p was measured using the comparative delta CT (2−ΔΔCt) method with values normalized to the expression of U6.
Measurement of cytokines
The protein levels of TNF-α and IL-6 were measured using ELISA kits according to the manufacturer’s protocols (R&D Systems China Co., Ltd.).
Statistical analysis
SPSS version 18.0 software (SPSS Inc.) and GraphPad Prism 5.0 software (GraphPad Software, Inc.) were used for data analysis. Data were checked for normality via the Kolmogorov–Smirnov (K–S) normality test. If the data were consistent with the normal distribution, the result was presented as Mean ± SD. Median and interquartile range (IQR) were used to express the non-normal distribution data. Differences between two groups were calculated using the Mann–Whitney U test for non-normally distributed continuous variables, Student’s t test for normally distributed continuous variables, and Chi-squared test for categorical variables. Differences between multiple groups were compared using one-way analysis of variance (ANOVA) analysis. The association between miR-19b-3p expression and clinical parameters was assessed using Spearman’s correlation coefficient. Receiver operating characteristic (ROC) curve analysis and logistic regression analysis were constructed to evaluate the diagnostic and prognostic values of miR-19b-3p in sepsis patients. P < 0.05 was considered an indication of a statistically significant difference.
Results
Demographics of the study population
The clinical characteristics of the study population are summarized in Table 1. According to the K–S test results, data of WBC (P = 0.079), CRP (P = 0.065), and SOFA score (P = 0.200) in sepsis group were consistent with the normal distribution, and other data (all P < 0.05) were non-normal distributional. We found that there was no significant difference in age (P = 0.229), gender (P = 0.409), and BMI (P = 0.315) between healthy and sepsis groups. However, the sepsis group had higher levels of Scr, WBC, CRP, and PCT in the serum, while had lower serum albumin levels than healthy group (all P < 0.001), and the differences reached significant level.
Table 1.
Parameters | Health (n = 98) | Sepsis (n = 103) | P value | ||
---|---|---|---|---|---|
Mean (IQR) | K–S test (P value) |
Mean (IQR) or ± SD | K–S test (P value) |
||
Age (years) | 55 (43) | < 0.001 | 50 (44) | 0.002 | 0.229 |
Gender (male/female) | 58/40 | – | 55/48 | – | 0.409 |
BMI (kg/m2) | 23.51 (21.75) | 0.030 | 23.40 (21.88) | 0.005 | 0.315 |
Scr (mg/dL) | 1.03 (0.85) | 0.037 | 1.63 (1.40) | < 0.001 | < 0.001 |
Albumin (g/L) | 35.15 (32.63) | 0.026 | 24.25 (22.02) | 0.007 | < 0.001 |
WBC (×109/L) | 8.29 (6.83) | 0.002 | 17.80 ± 5.95 | 0.079 | < 0.001 |
CRP (mg/L) | 6.94 (4.48) | 0.025 | 107.98 ± 30.05 | 0.065 | < 0.001 |
PCT (ng/mL) | 0.06 (0.03) | < 0.001 | 8.89 (8.15) | 0.011 | < 0.001 |
APACHE II score | – | 13.50 (11.00) | 0.002 | – | |
SOFA score | – | 5.74 ± 1.41 | 0.200 |
Mean ± SD was used to express the normal distribution data, and median and interquartile range (IQR) were used to express the non-normal distribution data
BMI body mass index, Scr serum creatinine, WBC white blood cell, CRP C-reactive protein, PCT procalcitonin, APACHE acute physiology and chronic health evaluation, SOFA sequential organ failure assessment
Serum miR-19b-3p level is reduced in sepsis patients
The serum miR-19b-3p level was compared between the healthy and patients’ groups. According to the qRT-PCR results, we observed that miR-19b-3p level was significantly reduced in the serum from patients with sepsis compared with healthy controls (Fig. 1a, P < 0.001). In addition, according to the 28-day survival status, all sepsis patients were further divided into survival group and non-survival group. Among 103 sepsis patients, 72 patients were survival. We further compared the miR-19b-3p levels between survival and non-survival groups. It was noted that sepsis patients in survival group had significantly high miR-19b-3p level compared with the non-survival group (Fig. 1b, P < 0.001). These data suggested that miR-19b-3p might have close association with the occurrence and prognosis of sepsis patients.
Clinical value of miR-19b-3p level for sepsis patients
Receiver operating characteristic curve was used to determine the diagnostic value of miR-19b-3p for sepsis. As shown in Fig. 2, the AUC value was 0.921, yielding the sensitivity of 85.4% and the specificity of 85.7% at the cutoff value of 0.817.
Considering the remarkable change of miR-19b-3p expression between survival and non-survival groups, we further explored the association of miR-19b-3p with the prognosis of the sepsis patients. As shown in Table 2, the logistic regression analysis results suggested that miR-19b-3p expression (OR = 3.226, 95% CI 1.076–9.670, P = 0.037) and SOFA score (OR = 2.848, 95% CI 1.046–7.755, P = 0.041) were independent prognostic factors for 28-day survival in sepsis patients.
Table 2.
Variables | OR | 95% CI | P value |
---|---|---|---|
MiR-19b-3p | 3.226 | 1.076–9.670 | 0.037 |
Age | 0.426 | 0.150–1.206 | 0.108 |
Gender | 1.280 | 0.432–3.792 | 0.656 |
BMI | 1.454 | 0.494–4.278 | 0.497 |
Scr | 1.475 | 0.537–4.055 | 0.451 |
Albumin | 1.544 | 0.582–4.097 | 0.383 |
WBC | 2.501 | 0.889–7.036 | 0.082 |
CRP | 1.850 | 0.622–5.508 | 0.269 |
PCT | 1.453 | 0.499–4.234 | 0.493 |
APACHE II score | 1.533 | 0.521–4.511 | 0.438 |
SOFA score | 2.848 | 1.046–7.755 | 0.041 |
BMI body mass index, Scr serum creatinine, WBC white blood cell, CRP C-reactive protein, PCT procalcitonin, APACHE acute physiology and chronic health evaluation, SOFA sequential organ failure assessment
Serum miR-19b-3p level is associated with IL-6 and TNF-α levels in sepsis patients
Considering the crucial role of acute inflammatory responses in the development of sepsis patients, we further evaluated the association of serum miR-19b-3p level with the release of inflammatory factors, including IL-6 and TNF-α (Fig. 3). It was found that miR-19b-3p level was negatively associated with serum levels of both IL-6 (r = − 0.852, P < 0.001) and TNF-α (r = − 0.761, P < 0.001), revealing that miR-19b-3p might be associated with inflammatory responses for sepsis patients.
Overexpression of miR-19b-3p alleviates LPS-induced inflammatory response of HUVECs
To investigate the role of miR-19b-3p in inflammatory responses of sepsis in vitro, miR-19b-3p levels were regulated by cell transfection in HUVECs. qRT-PCR analysis showed that LPS administration significantly reduced the miR-19b-3p level in HUVECs compared with control group. After cell transfection, it was noted that miR-19b-3p mimic transfection significantly increased the miR-19b-3p level, whereas miR-19b-3p inhibitor transfection further aggravated the reduce level of miR-19b-3p induced by LPS (Fig. 4a). In addition, CCK-8 assay was performed to detect cell viability after different treatments. As shown in Fig. 4b, overexpression of miR-19b-3p significantly weakened LPS-induced cell viability inhibition, while miR-19b-3p downregulation aggravated the inhibitory effect of LPS on cell viability. Furthermore, the ELISA results suggested that LPS treatment significantly increased the release of IL-6 and TNF-α (Fig. 4c, d). Then, the gain and lose function experiments indicated that miR-19b-3p overexpression reduced the levels of IL-6 and TNF-α induced by LPS treatment, whereas miR-19b-3p downregulation intensified the inductive effect of LPS on IL-6 and TNF-α (Fig. 4c, d). These data indicated that overexpression of miR-19b-3p alleviated LPS-induced inflammatory response of HUVECs.
Discussion
With the improvement of the medical treatment level, sepsis is still a potentially lethal complication, and there is no special method for the treatment of sepsis. In general, laboratory hematological, biochemical, and microbiological tests are applied for the diagnosis of sepsis. But etiology diagnosis is still slow despite of new multiplex PCR assays and mass spectrometry, leading to a delay in diagnosis [19]. Furthermore, these delays contribute to a greater risk of mortality [20, 21]. Recent studies focus on the identifying of biomarkers that are helpful for the early diagnosis of sepsis, such as CRP and PCT [22]. But these tools cannot be used alone, and need the combination analysis of clinical assessment and other laboratory data. Septic shock (SS) is a serious state of sepsis patients, with relatively high mortality rate [23]. Therefore, early initiation of treatment is essential, because a delay may lead to multiple organ dysfunction [24]. It is in high demand for new biomarkers that are able to identify sepsis and SS.
Recently, the role of circulating miRNAs incited great interest to employ these miRNAs as biomarkers for various diseases. Dysfunction of miR-19b-3p regulation has been widely reported to be related to many diseases. In a study of acute myocardial infarction (AMI), circulating miR-19b-3p was consider to be a promising biomarker for the early phase of AMI [25]. Another study in Alzheimer's disease (AD) indicated that miR-19b-3p was determined to be lower in the serum of AD patients, and the serum level of miR-19b-3p might be a helpful biomarker for AD diagnosis [26]. For sepsis, a variety of abnormally expressed miRNAs have been identified to be associated with the development and progression of sepsis, such as miR-21 and miR-26b [9, 10]. In the present study, a total of 103 sepsis patients were included, and miR-19b-3p was determined to be low-expressed in the serum of the sepsis patients. Furthermore, all sepsis patients were further divided into survival group and non-survival group according to the 28-day survival status. It was noted that sepsis patients in survival group had significantly high miR-19b-3p level compared with the non-survival group. These data suggested that miR-19b-3p might have close association with the occurrence and prognosis of sepsis patients. Considering the remarkable change of miR-19b-3p expression in sepsis patients, its clinical significance in diagnosis and prognosis attracts our attention. As expect, miR-19b-3p was determined to be of a good value in predicting sepsis risk. Furthermore, logistic regression analysis results suggested that miR-19b-3p expression was an independent prognostic factor for 28-day survival in sepsis patients. However, the therapeutic data of patients was not analyzed in the current study, which may influence the results. Therefore, future studies are needed to verify the present results.
Sepsis is a lethal condition, accompanied by acute inflammatory responses, with the release of multiple inflammatory factors such as TNF-α and IL-6 [2]. Previously, numerous in vitro and in vivo studies have discussed the potential role of miRNAs in the inflammation progression [27, 28]. In the current study, miR-19b-3p level was determined to be negatively associated with serum levels of both IL-6 and TNF-α in sepsis patients. These results were consistent with the previous studies, which proved that miR-19b-3p played the anti-inflammatory role in rheumatoid arthritis and Crohn disease [14, 29]. We concluded that miR-19b-3p might be associated with inflammatory responses for sepsis patients.
Some studies have revealed that miR-19b-3p is closely related to cell inflammatory response. As Qiao et al. [16] reported, miR-19b-3p alleviated LPS-induced inflammatory injury in human intestinal cells through regulating PI3K/AKT signaling pathways. Another study in osteoarthritis reported that miR-19b-3p was involved in the regulation of LPS-induced murine chondrogenic cell inflammatory injury by inactivating Wnt/β-catenin and NF-κB pathways [30]. It is known that the endothelium plays a crucial role in health and disease, and endothelial dysfunction has been determined to contribute to sepsis pathophysiology [3]. To reverse endothelial dysfunction is considered to be an important goal for sepsis treatment. Therefore, in the present study, we investigated the role of miR-19b-3p in LPS-mediated inflammatory response in HUVECs. The gain and lose function experiments indicated that overexpression of miR-19b-3p alleviated LPS-induced inflammatory response of HUVECs. These findings suggested the involvement of miR-19b-3p in the inflammatory response for sepsis patients. However, it is unclear for the underlying mechanism of the anti-inflammatory role of miR-19b-3p in sepsis.
Conclusion
In conclusion, the present results indicated that miR-19b-3p might be a potential biomarker for the early diagnosis and prognosis of sepsis patients. Overexpression of miR-19b-3p alleviated sepsis-induced inflammatory responses. These findings will be helpful for further understanding of the critical roles of miR-19b-3p in sepsis and may provide possible targets for sepsis diagnosis and treatment.
Acknowledgements
Not applicable.
Abbreviations
- miRNAs
MicroRNAs
- ROC
Receiver operating characteristic
- ICU
Intensive care unit
- TMA
Thrombotic micro angiopathy
- ICUs
Intensive care units
- HIV
Human immunodeficiency virus
- SOFA
Sequential organ failure assessment
- BMI
Body mass index
- Scr
Serum creatinine
- WBC
White blood cell
- CRP
c-Reactive protein
- PCT
Procalcitonin
- ATCC
American Type Culture Collection
- mimic NC
Mimic negative controls
- inhibitor NC
Inhibitor negative controls
- CCK-8
Cell Counting Kit-8 assay
- qRT-PCR
Quantitative real-time polymerase chain reaction
- ROC
Receiver operating characteristic
- SS
Septic shock
- AMI
Acute myocardial infarction
- AD
Alzheimer's disease
Authors' contributions
HX and HN made substantial contributions to conception and design, acquisition of data, and analysis and interpretation of data. HX, XL, and HN performed the experiment and drafted the manuscript. All authors read and approved the final manuscript.
Funding
Not applicable.
Availability of data and materials
The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
Ethics approval and consent to participate
This study was approved by the Ethical Committee of Linyi People’s Hospital, and the written informed consent was collected from each participant.
Consent for publication
Written informed consent for publication was collected from each participant.
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.
References
- 1.Faix JD. Biomarkers of sepsis. Crit Rev Clin Lab Sci. 2013;50(1):23–36. doi: 10.3109/10408363.2013.764490. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Wiersinga WJ, Leopold SJ, Cranendonk DR, van der Poll T. Host innate immune responses to sepsis. Virulence. 2014;5(1):36–44. doi: 10.4161/viru.25436. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Aird WC. Endothelium as a therapeutic target in sepsis. Curr Drug Targets. 2007;8(4):501–507. doi: 10.2174/138945007780362782. [DOI] [PubMed] [Google Scholar]
- 4.Kinasewitz GT, Zein JG, Lee GL, Nazir SA, Taylor FB., Jr Prognostic value of a simple evolving disseminated intravascular coagulation score in patients with severe sepsis. Crit Care Med. 2005;33(10):2214–2221. doi: 10.1097/01.CCM.0000181296.53204.DE. [DOI] [PubMed] [Google Scholar]
- 5.Ma F, Li Z, Cao J, Kong X, Gong G. A TGFBR2/SMAD2/DNMT1/miR-145 negative regulatory loop is responsible for LPS-induced sepsis. Biomed Pharmacother. 2019;112:108626. doi: 10.1016/j.biopha.2019.108626. [DOI] [PubMed] [Google Scholar]
- 6.Rello J, Valenzuela-Sanchez F, Ruiz-Rodriguez M, Moyano S. Sepsis: a review of advances in management. Adv Ther. 2017;34(11):2393–2411. doi: 10.1007/s12325-017-0622-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Wang L, Zhao Y, Xiong W, Ye W, Zhao W, Hua Y. MicroRNA-449a is downregulated in cervical cancer and inhibits proliferation, migration, and invasion. Oncol Res Treat. 2019;42(11):564–571. doi: 10.1159/000502122. [DOI] [PubMed] [Google Scholar]
- 8.Shi D, Wang H, Ding M, Yang M, Li C, Yang W, et al. MicroRNA-26a-5p inhibits proliferation, invasion and metastasis by repressing the expression of Wnt5a in papillary thyroid carcinoma. Onco Targets Ther. 2019;12:6605–6616. doi: 10.2147/OTT.S205994. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Na L, Ding H, Xing E, Zhang Y, Gao J, Liu B, et al. The predictive value of microRNA-21 for sepsis risk and its correlation with disease severity, systemic inflammation, and 28-day mortality in sepsis patients. J Clin Lab Anal. 2019 doi: 10.1002/jcla.23103. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Zhang J, Wang CJ, Tang XM, Wei YK. Urinary miR-26b as a potential biomarker for patients with sepsis-associated acute kidney injury: a Chinese population-based study. Eur Rev Med Pharmacol Sci. 2018;22(14):4604–4610. doi: 10.26355/eurrev_201807_15518. [DOI] [PubMed] [Google Scholar]
- 11.Qin Y, Guo X, Yu Y, Dong S, Yan Y, Bian X, et al. Screening key genes and miRNAs in sepsis by RNA-sequencing. J Chin Med Assoc. 2019;83(1):41–47. doi: 10.1097/JCMA.0000000000000209. [DOI] [PubMed] [Google Scholar]
- 12.He L, Thomson JM, Hemann MT, Hernando-Monge E, Mu D, Goodson S, et al. A microRNA polycistron as a potential human oncogene. Nature. 2005;435(7043):828–833. doi: 10.1038/nature03552. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Lewis A, Mehta S, Hanna LN, Rogalski LA, Jeffery R, Nijhuis A, et al. Low serum levels of MicroRNA-19 are associated with a stricturing Crohn's disease phenotype. Inflamm Bowel Dis. 2015;21(8):1926–1934. doi: 10.1097/MIB.0000000000000443. [DOI] [PubMed] [Google Scholar]
- 14.Cheng X, Zhang X, Su J, Zhang Y, Zhou W, Zhou J, et al. miR-19b downregulates intestinal SOCS3 to reduce intestinal inflammation in Crohn's disease. Sci Rep. 2015;5:10397. doi: 10.1038/srep10397. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Guggino G, Orlando V, Saieva L, Ruscitti P, Cipriani P, La Manna MP, et al. Downregulation of miRNA17-92 cluster marks Vgamma9Vdelta2 T cells from patients with rheumatoid arthritis. Arthritis Res Ther. 2018;20(1):236. doi: 10.1186/s13075-018-1740-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Qiao CX, Xu S, Wang DD, Gao SY, Zhao SF, Zhang ML, et al. MicroRNA-19b alleviates lipopolysaccharide-induced inflammatory injury in human intestinal cells by up-regulation of Runx3. Eur Rev Med Pharmacol Sci. 2018;22(16):5284–5294. doi: 10.26355/eurrev_201808_15728. [DOI] [PubMed] [Google Scholar]
- 17.Amjad N, Yang R, Li L, Fu J, Yang B, Xu B, et al. Decrease of miR-19b-3p in brain microvascular endothelial cells attenuates meningitic Escherichia coli-induced neuroinflammation via TNFAIP3-mediated NF-kappaB inhibition. Pathogens. 2019;8(4):268. doi: 10.3390/pathogens8040268. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Dellinger RP, Levy MM, Rhodes A, Annane D, Gerlach H, Opal SM, et al. Surviving Sepsis Campaign: international guidelines for management of severe sepsis and septic shock, 2012. Intensive Care Med. 2013;39(2):165–228. doi: 10.1007/s00134-012-2769-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Ding J, Chen Y, Gao Y. Effect of propofol, midazolam and dexmedetomidine on ICU patients with sepsis and on arterial blood gas. Exp Ther Med. 2019;18(6):4340–4346. doi: 10.3892/etm.2019.8091. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Kashiouris MG, Zemore Z, Kimball Z, Stefanou C, Fowler AA, 3rd, Fisher B, et al. Supply chain delays in antimicrobial administration after the initial clinician order and mortality in patients with sepsis. Crit Care Med. 2019;47(10):1388–1395. doi: 10.1097/CCM.0000000000003921. [DOI] [PubMed] [Google Scholar]
- 21.Seymour CW, Gesten F, Prescott HC, Friedrich ME, Iwashyna TJ, Phillips GS, et al. Time to treatment and mortality during mandated emergency care for sepsis. N Engl J Med. 2017;376(23):2235–2244. doi: 10.1056/NEJMoa1703058. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Hillas G, Vassilakopoulos T, Plantza P, Rasidakis A, Bakakos P. C-reactive protein and procalcitonin as predictors of survival and septic shock in ventilator-associated pneumonia. Eur Respir J. 2010;35(4):805–811. doi: 10.1183/09031936.00051309. [DOI] [PubMed] [Google Scholar]
- 23.Armstrong BA, Betzold RD, May AK. Sepsis and septic shock strategies. Surg Clin N Am. 2017;97(6):1339–1379. doi: 10.1016/j.suc.2017.07.003. [DOI] [PubMed] [Google Scholar]
- 24.Blanco J, Muriel-Bombin A, Sagredo V, Taboada F, Gandia F, Tamayo L, et al. Incidence, organ dysfunction and mortality in severe sepsis: a Spanish multicentre study. Crit Care. 2008;12(6):R158. doi: 10.1186/cc7157. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Wang KJ, Zhao X, Liu YZ, Zeng QT, Mao XB, Li SN, et al. Circulating MiR-19b-3p, MiR-134-5p and MiR-186-5p are promising novel biomarkers for early diagnosis of acute myocardial infarction. Cell Physiol Biochem. 2016;38(3):1015–1029. doi: 10.1159/000443053. [DOI] [PubMed] [Google Scholar]
- 26.Wu Y, Xu J, Xu J, Cheng J, Jiao D, Zhou C, et al. Lower serum levels of miR-29c-3p and miR-19b-3p as biomarkers for Alzheimer's disease. Tohoku J Exp Med. 2017;242(2):129–136. doi: 10.1620/tjem.242.129. [DOI] [PubMed] [Google Scholar]
- 27.Pfeiffer D, Rossmanith E, Lang I, Falkenhagen D. miR-146a, miR-146b, and miR-155 increase expression of IL-6 and IL-8 and support HSP10 in an in vitro sepsis model. PLoS ONE. 2017;12(6):e0179850. doi: 10.1371/journal.pone.0179850. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Gu W, Wen D, Lu H, Zhang A, Wang H, Du J, et al. MiR-608 exerts anti-inflammatory effects by targeting ELANE in monocytes. J Clin Immunol. 2019 doi: 10.1007/s10875-019-00702-8. [DOI] [PubMed] [Google Scholar]
- 29.Li Z, Cai J, Cao X. MiR-19 suppresses fibroblast-like synoviocytes cytokine release by targeting toll like receptor 2 in rheumatoid arthritis. Am J Transl Res. 2016;8(12):5512–5518. [PMC free article] [PubMed] [Google Scholar]
- 30.Pan L, Liu D, Zhao L, Wang L, Xin M, Li X. Long noncoding RNA MALAT1 alleviates lipopolysaccharide-induced inflammatory injury by upregulating microRNA-19b in murine chondrogenic ATDC5 cells. J Cell Biochem. 2018;119(12):10165–10175. doi: 10.1002/jcb.27357. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.