Skip to main content
  • Research article
  • Open access
  • Published:

Association of mitochondrial respiratory chain enzymes with the risk and mortality of sepsis among Chinese children

Abstract

Background

Sepsis is a leading cause of pediatric morbidity and mortality worldwide. The aim of this study was to explore the association of decreased mitochondrial respiratory chain enzyme activities with the risk for pediatric sepsis, and explore their association with mortality among affected children.

Methods

A total of 50 incident cases with sepsis and 49 healthy controls participated in this study. The level of serum coenzyme Q10 was measured by high-performance liquid chromatography, and selected mitochondrial respiratory chain enzymes in WBC were measured using spectrophotometric. Logistic regression models were used to estimate odds ratio (OR) and 95% confidence interval (CI).

Results

The levels of CoQ10, complex II, complex I + III and FoF1-ATPase were significantly higher in healthy controls than in children with sepsis (p < 0.001, = 0.004, < 0.001 and < 0.001, respectively). In children with sepsis, levels of CoQ10 and complex I + III were significantly higher in survived cases than in deceased cases (p < 0.001). Per 0.05 μmol/L, 50 nmol/min.mg and 100 nmol/min.mg increment in CoQ10, complex I + III and FoF1-ATPase were associated with significantly lowered risk of having sepsis, even after adjusting for confounding factors (OR = 0.85, 0.68 and 0.04, p = 0.001, < 0.001 and < 0.001, respectively). Per 0.05 μmol/L and 50 nmol/min.mg increment in CoQ10 and complex I + III was associated with significantly lowered risk of dying from sepsis during hospitalization, and significance retained after adjustment (OR = 0.73 and 0.76, 95% CI: 0.59 to 0.90 and 0.64 to 0.89, p = 0.004 and 0.001, respectively) in children with sepsis.

Conclusions

Our findings indicate the promising predictive contribution of low serum CoQ10 and complex I + III to the risk of pediatric sepsis and its associated mortality during hospitalization among Chinese children.

Trial registration The trial was registered with www.chictr.org.cn, number ChiCTR-IOR-15006446 on May 05, 2015. Retrospectively registered.

Peer Review reports

Background

Sepsis is a leading cause of morbidity and mortality in children worldwide, with the case-fatality rate of 31.7% in developing countries and 19.3% in developed countries [1, 2]. In China, the incidence rate of pediatric sepsis was estimated to be 181/100,000 in 2014 [3]. The resolution of the World Health Assembly in 2017 has stressed the importance of developing more tools for sepsis diagnosis and treatment [4]. Current diagnostic strategies for identifying patients with sepsis mainly rely on clinical manifestations and markers of end-organ dysfunction, and the latest research has found that heat-shock-protein (HSP) 90α and human glucocorticoid receptor are also closely related to the death rate or severity of illness [5,6,7]. Since the definition, guidelines, biomarkers and pathways are constantly being improved and updated, early detection of sepsis using powerful tools or sensitive biomarkers and individualized close monitoring of patients at risk are of clinical and public health importance [8, 9].

Mitochondrial dysfunction is a feature of many pathologies, including sepsis [10,11,12]. Recent studies have shown a sharp decline in mitochondrial respiration of peripheral blood mononuclear cells in children with sepsis [13]. Moreover, mitochondrial dysfunction is also associated with kidney and liver injuries in patients with sepsis [14,15,16]. Besides, animal studies have shown that the reduction of mitochondrial calcium uptake was associated with the survival rate of rats [17]. Currently, most mitochondrion-sepsis correlation studies have focused on mitochondrial respiration or mitochondrial DNA [18, 19], yet few studies examined the enzymes and complexes on respiratory chains.

To fill this gap in knowledge and yield more information for future studies, we enrolled children suffering sepsis and healthy controls and assayed the activities of major mitochondrial respiratory chain enzymes in circulation, aiming to explore the association of mitochondrial respiratory chain enzyme activities with the risk for pediatric sepsis, and explore their association with hospitalized mortality among affected children.

Methods

Study Subjects

All study subjects were recruited from the Children’s Hospital Affiliated to the Capital Institute of Pediatrics during the period from March 2013 to August 2014. This study received approval from the Ethics Committee of this hospital, and was conducted in compliance with the Declaration of Helsinki. This study complied with the STROBE standard as was listed in Additional file 1: eFile S1.

A total of 50 children who were clinically confirmed to have sepsis were classified as the case group, and 49 age- and sex-matched healthy controls who had no signs of sepsis formed the control group. Healthy controls were from those undergoing health check-ups at the health clinic in our hospital. All study subjects in control group had no physical discomfort and abnormal indexes in blood routine or biochemical examinations.

Tissue collection and diagnosis

Children aged 1 month to 192 months who were admitted to the Pediatric Intensive Care Unit (PICU) diagnosed with sepsis (Sepsis was SIRS in the presence of or as a result of suspected or proven infection. Severe Sepsis was defined as the presence of two or more systemic inflammatory response syndrome criteria, documented or suspected infection, and evidence of sepsis-induced organ dysfunction or tissue hypoperfusion as defined by International pediatric sepsis consensus conference: Definitions for sepsis and organ dysfunction in pediatrics [20]) were consecutively enrolled. For the definition of sepsis, please see Additional file 2: eFile S2. Children were excluded due to the following reasons: (i) taking medications affecting mitochondrial function, such as adenosine, ATP, CoQ10 inhibitors or modeling inhibitors; (ii) using immunosuppressant or immunomodulator within 4 weeks; (iii) congenital organ dysfunction; (iv) congenital and acquired immunodeficiency diseases; (v) not being of Han nationality. The participant flow diagram was shown in Fig. 1.

Fig. 1
figure 1

Flow diagram of included participants

Baseline characteristics and clinical biomarkers

Baseline information was abstracted from the medical record system. Blood samples were collected from all affected children in the first 24 h of admission and stored with ethylenediaminetetraacetic acid (EDTA) at 4℃. Then blood samples were centrifuged at 2000 rpm for 10 min to separate the serum frozen at −80 ℃ within 4 h.

The following markers were assayed from blood samples: complete blood count, electrolytes, lymphocyte cells, IgM, IgA, IgG, C-Reactive Protein (CRP), Procalcitonin (PCT), serum coenzyme Q10 level (using high-performance liquid chromatography), Laboratories of BIOTECNOVO (Methanol (HPLC) Sigma-Aldrich America), and selected mitochondrial respiratory chain enzymes in WBC measured (using spectrophotometric method, Laboratories of BIOTECNOVO, Sigma-Aldrich America). Pediatric Critical Illness Score (PCIS) was tested at the time of the first diagnosis of sepsis, and vital status was determined at the time of discharge from PICU. Blood samples of healthy controls were collected on the date of physical examination. Serum coenzyme Q10 concentration levels and mitochondrial complex activities were assayed at the Institute of Experimental Science, and according to the signed informed consent form, children in the healthy group only extracted these indicators.

As mentioned earlier, it is used high-performance liquid Chromatography to measure CoQ10 levels [21]. In a nutshell, 25 µL of ethanol solution included 12.5 ng CoQ9 (used as internal standard) in an eppendorf tube was blended wit 25 µL of defrosted plasma. After adding 450 µL 1-Propanol, the tube vortexes were mixed for 2 min, then the high-speed was centrifuge in a cold room for 10 min. The divisible (~ 300 µL) superclear is filtered by a 0.2 µm filter column and transferred to an HPLC injection flask and a divisible 50 µL extract injected into an HPLC system equipped with a C18 reversed phase column and ESA Coulochem II electrochemical detector(ESA, Inc., Chelmsford, MA).In our study measured the plasma CoQ10 in 49 age- and sex-matched healthy controls,and discovered the mid-value of 0.88 µmol L − 1 (IQR 0.82–0.95),which is similar to the establishment of health control ranges in the literature (1.04 ± 0.33 µmol L − 1).

Once plasma was collected, peripheral blood mononuclear cells (PBMCs) were segregated by high speed centrifuge [22]. PBMCs were used to measure mitochondrial, apoptotic, and oxidative stress markers; fresh cells were used to measure mitochondrial membrane potential and oxygen consumption, and frozen cells were used for the remaining measures. All PBMCs were normalized to protein content measured according to the Bradford protein dye binding based method [23].The enzymatic mitochondrial complexes were measured by thermostat zed spectrophotometry at 37 ℃ according to the methodology of Rustin et al. [24], slightly modified for complex IV measurement in minute amounts of biological samples [25]. Measurement the cells requiring treatment prior to complex I and triton activities, digitalis saponin detergent was used to obtain specific mitochondrial NADH-dehydrogenase activity [26]. Mitochondrial respiratory chain enzyme was represented as nanomoles substrate or produce products that consume and milligramme of protein per minute.

Statistical analyses

The χ2 tests for categorical data and Wilcoxon rank-sum tests for continuous data were used to assess the baseline characteristics among deceased and survived in patients with sepsis, as well as between survived and deceased children during hospitalization. Logistic regression analyses were conducted to assess the association of serum coenzyme Q10 and mitochondrial complex activities with the risk and mortality risk of sepsis at a significance level of 5% before and after adjusting for age and gender. Effect size estimates are expressed as odds ratio (OR) and 95% confidence interval (95% CI).

To test the performance of Logistic regression model, statistical indexes from calibration and discrimination aspects were adopted. Calibration capability was evaluated using the −2 log-likelihood ratio test, Akaike information criterion (AIC), and Bayesian information criterion (BIC) [27] to see how closely the prediction probability for the addition of serum coenzyme Q10 and mitochondrial complex activities reflected the actual observed risk and the global fit of modified risk model. Net reclassification improvement (NRI) and integrated discrimination improvement (IDI) [28, 29] were calculated to judge the discrimination capability of serum coenzyme Q10 and mitochondrial complex activities. Receiver operating characteristic (ROC) curves [30] were plotted based on the basic model and the plus of each enzyme detection index.

Finally, a prediction nomogram model was constructed based on factors of significance using the “rms” package in the open-source R software, version 3.5.1 (available at the website: https://www.r-project.org).

Unless otherwise indicated, STATA software Release 14.1 (Stata Corp, TX, USA) was used for statistical analyses. A P value of less than 0.05 was considered statistically significant, and for multiple comparisons, Bonferroni correction method was used.

Results

Baseline characteristics

This study included 50 children with sepsis with an average age of 27.21 months, including 36 (72.0%) males. The control group contained 49 gender, age-matched healthy children with an average age of 26.72 months, containing 35 (71.4%) males (P > 0.05). The baseline characteristics between deceased and survived children with sepsis are presented in Table 1.

Table 1 Baseline characteristics of study participants in this study

Distributions and comparisons of the activities of mitochondrial respiratory chain enzymes between healthy controls and children with sepsis, as well as between deceased and survived children during hospitalization, are shown in Table 2. The levels of CoQ10, complex II, complex I + III and FoF1-ATPase were significantly higher in controls than in cases (P: < 0.001, 0.004, < 0.001 and < 0.001, respectively). In children with sepsis, levels of CoQ10 and complex I + III were significantly higher in survived cases than in deceased cases (both P < 0.001).

Table 2 The comparisons of circulating biomarkers between children with sepsis and controls, as well as between survived and deceased in children with sepsis

Sepsis risk and mortality risk

The association of mitochondrial respiratory chain enzymes with sepsis development and mortality is shown in Table 3 before and after confounding adjustment. Per 0.05 μmol/L, 50 nmol/min.mg and 100 nmol/min.mg increment in CoQ10, complex I + III and FoF1-ATPase (a rotary molecular motor driven by ATP-hydrolysis) were associated with significantly lowered risk of having sepsis, even after adjusting for age and sex (OR = 0.85, 0.68 and 0.53, P: 0.001, < 0.001 and < 0.001, respectively), yet the association of complex II and complex II + III with sepsis risk was only marginally significant.

Table 3 Risk prediction of circulating biomarkers for the risk of sepsis, as well as the mortality risk

In children with sepsis, per 0.05 μmol/L and 50 nmol/min.mg in CoQ10 and complex I + III was associated with significantly lowered risk of dying from sepsis during hospitalization, and significance retained after controlling for age and sex (OR = 0.73 and 0.76, 95% CI: 0.59 to 0.90 and 0.64 to 0.89, P = 0.004 and 0.001, respectively). No signs of significance were noted for the other biomarkers.

Accuracy appraisal of mortality prediction

The prediction accuracy gained by adding mitochondrial respiratory chain enzymes individually to the basic model is summarized in Table 4. As reflected by both calibration and discrimination statistics, only CoQ10 and complex I + III exhibited significant contribution to the mortality risk of hospitalized children with sepsis. Prediction accuracy was reinforced after adding both biomarkers simultaneously to the basic model.

Table 4 Prediction accuracy for sepsis mortality risk gained by adding each circulating biomarker to basic model

Nomogram prediction model

In light of the significant contribution of low serum CoQ10 and complex I + III to mortality risk, a nomogram prediction model incorporating age, PCIS, CoQ10 and complex I + III was constructed (Fig. 2). The accuracy of this model reached as high as 92.3% (P < 0.001).

Fig. 2
figure 2

Nomogram prediction model of significant attributes for mortality risk in children with sepsis

Discussion

The aim of this study was to explore the association of mitochondrial respiratory chain enzyme activities with the risk of sepsis and its associated mortality risk among hospital-based children. The key findings are the promising predictive contribution of low serum CoQ10 and complex I + III levels to the risk of pediatric sepsis and its associated mortality during hospitalization, highlighting the importance of mitochondrial respiratory chain enzymes in the development and progression of pediatric sepsis. To the best of our knowledge, this is the first study that has evaluated the association of circulating mitochondrial respiratory chain enzyme activities with sepsis risk in the literature.

Currently, the biological implications of mitochondrial dysfunction in sepsis have been widely evaluated [10, 31, 32]. Mitochondria produce ATP by transferring electrons from substrates sequentially across four respiratory chain complexes (I to IV) and two mobile carriers (coenzyme Q and cytochrome C) to final electron acceptors [33]. Mitochondrial dysfunction is deemed as a key cellular event involved in the pathogenesis of multi-organ failure in sepsis, and it is secondary to tissue hypoxia and involves various toxins or mediators of inflammation that impair oxygen utilization (cytopathic hypoxia) [33, 34]. There is evidence that damaged mitochondria contribute to NACHT, LRR and PYD domains‑containing protein 3 (NLRP3) inflammasome‑related sepsis [31]. In addition, hydrogen was found to alleviate mitochondrial dysfunction and cytokine release via autophagy‑mediated NLRP3 inflammasome inactivation [13]. On the basis of above evidence, it is reasonable to hypothesize that mitochondrial dysfunction plays a contributory role in the development of sepsis, especially the abnormal expressions of mitochondrial respiratory chain complexes and mobile carriers. In support of this hypothesis, Donnino and colleagues conducted a randomized, double-blind, placebo-controlled, pilot trial, by showing that plasma CoQ10 levels were increased in patients with severe sepsis or septic shock, with the administration of oral ubiquinol [35]. However, the contribution of mitochondrial respiratory chain complexes and mobile carriers to the development and progression of sepsis has been rarely reported. To shed some light, we assayed the activities of mitochondrial respiratory chain enzymes in circulation among children with and without clinically-confirmed sepsis to examine their association with the risk and mortality of pediatric sepsis.

After a comprehensive analysis, we interestingly found that high CoQ10 and complex I + III levels were significantly associated with the reduced risk of having pediatric sepsis, as well as the reduced risk of dying from sepsis during hospitalization. CoQ10 has been proposed as an effective agent for reducing the deleterious effects of septic shock by acting as an oxygen free radical scavenger and thus stabilizing mitochondrial membranes, as well as by inhibiting the arachidonic acid metabolic pathway and the formation of various prostaglandins. There is evidence that CoQ10 is effective in alleviating histological organ damage in sepsis via mortality statistics of mice model [36]. In addition, animal studies indicated that complex I + III activity was higher in the sepsis groups than healthy controls in septic mice models caused by lipopolysaccharide, and after treatment with Simvastatin, mitochondrial complex I + III expression was increased [37]. Given the significant association observed in this present study and strong biological implications, it would be tempting to speculate that dysregulation of mitochondrial respiratory chain, in particular CoQ10 and complex I + III, is attributable to the pathogenesis of pediatric sepsis. Moreover, considering the high mortality rate of sepsis in children, identification of circulating biomarkers is of great importance in sanitary science and public health.

Although CoQ10 cannot be bedside-tested at present, it can be administered exogenously to improve the low-level of CoQ10 in septic children. Currently, oral CoQ 10 has been reported to inhibit the inflammatory response in migraine in a randomized double-blind placebo-controlled clinical trial [38]. Meanwhile, due to the important role of CoQ10 in the mitochondrial electron transport chain oxidation respiratory chain, it has shown useful effects in other interventional experiments such as polycystic ovary syndrome, fibromyalgia et al. [39, 40]. Based on the available evidence, it is reasonable to believe that CoQ10 opens the potential for future therapeutic interventions in septic children. In addition, to improve the serum CoQ10 by supplementing appropriate vitamins B2, B9, B12, and C are all possible to improve pediatric sepsis by maintaining mitochondrial function [41]. Additional research are worth designing to investigate the potential of CoQ10 as a therapeutic agent in children with sepsis.

Several limitations should be acknowledged for this study. First, the small sample size involved may limit the power to detect small contributions. Second, all study participants are of Chinese descent, which may limit the extrapolation of our findings to other ethnic groups. Third, only a death-or-discharge outcome was recorded during hospitalization and further follow-up evaluation was not available for us. At the same time, this research lack laboratory indicators for the healthy group. Fourth, mitochondrial respiratory chain enzyme activities were assayed only once, and their dynamic monitoring is of added interest.

Taken together, our findings indicate the promising predictive contribution of low serum CoQ10 and complex I+III to the risk of pediatric sepsis and its associated mortality during hospitalization among Chinese children. Given the aforementioned limitations, we agree that further investigations on the molecular mechanisms linking mitochondrial respiratory chain enzymes and pediatric sepsis are warranted.

Conclusion

Low serum CoQ10 and decreased mitochondrial complex I + III activity can predict the sepsis incidence and related mortality among Chinese children.

Availability of data and materials

The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.

Abbreviations

CoQ10:

Coenzyme Q10

PICU:

Pediatric Intensive Care Unit

SOFA:

Sequential organ failure score

PCIS:

Pediatric critical illness score

ARDS:

Acute respiratory distress syndrome

LD:

Lactate dehydrogenase

HBDH:

Hydroxybutyrate dehydrogenase

AIC:

Akaike information criterion

BIC:

Bayesian information criterion

NRI:

Net reclassification improvement

IDI:

Integrated discrimination improvement

ROC:

Receiver operating characteristic

OR:

Odds ratio

CI:

Confidence interval

I 2 :

Inconsistency index

References

  1. Tan B, Wong JJ, Sultana R, Koh J, Jit M, Mok YH, Lee JH. Global case-fatality rates in pediatric severe sepsis and septic shock: a systematic review and meta-analysis. JAMA Pediatr. 2019;173(4):352–62.

    Article  Google Scholar 

  2. Weiss SL, Nicolson SC, Naim MY. Clinical update in pediatric sepsis: focus on children with pre-existing heart disease. J Cardiothorac Vasc Anesth. 2019;34(5):1324–32.

    Article  Google Scholar 

  3. Wang Y, Sun B, Yue H, Lin X, Li B, Yang X, Shan C, Fan Y, Dong M, Zhang Y, et al. An epidemiologic survey of pediatric sepsis in regional hospitals in China. Pediatric Crit Care Med. 2014;15(9):814–20.

    Article  Google Scholar 

  4. Organization GWH: Seventieth World Health Assembly update [news release]: www.whoint/mediacentre/news/releases/2017/wha­70/en/ .Accessed 2018 Mar 2017.

  5. Mikkelsen ME, Miltiades AN, Gaieski DF, Goyal M, Fuchs BD, Shah CV, Bellamy SL, Christie JD. Serum lactate is associated with mortality in severe sepsis independent of organ failure and shock. Crit Care Med. 2009;37(5):1670–7.

    Article  CAS  Google Scholar 

  6. Fitrolaki MD, Dimitriou H, Venihaki M, Katrinaki M, Ilia S, Briassoulis G. Increased extracellular heat shock protein 90α in severe sepsis and SIRS associated with multiple organ failure and related to acute inflammatory-metabolic stress response in children. Medicine. 2016;95(35):e4651.

    Article  CAS  Google Scholar 

  7. Vardas K, Ilia S, Sertedaki A, Charmandari E, Briassouli E, Goukos D, Apostolou K, Psarra K, Botoula E, Tsagarakis S, et al. Increased glucocorticoid receptor expression in sepsis is related to heat shock proteins, cytokines, and cortisol and is associated with increased mortality. Intensive Care Med Exp. 2017;5(1):10.

    Article  Google Scholar 

  8. Ilia S, Briassoulis G. Sepsis is change and flows ever onwards. Expert Rev Anti Infect Ther. 2017;15(6):515–7.

    Article  CAS  Google Scholar 

  9. Briassoulis G, Briassoulis P, Miliaraki M, Ilia S, Parlato M, Philippart F, Rouquette A, Moucadel V, Cavaillon JM, Misset B. Biomarker cruises in sepsis: who is the CAPTAIN? Discussion on “Circulating biomarkers may be unable to detect infection at the early phase of sepsis in ICU patients: the CAPTAIN prospective multicenter cohort study.” Intensive Care Med. 2019;45(1):132–3.

    Article  Google Scholar 

  10. Beloborodova N, Pautova A, Sergeev A, Fedotcheva N. Serum levels of mitochondrial and microbial metabolites reflect mitochondrial dysfunction in different stages of sepsis. Metabolites. 2019;9:10.

    Article  Google Scholar 

  11. Colunga Biancatelli RML, Berrill M, Mohammed YH, Marik PE. Melatonin for the treatment of sepsis: the scientific rationale. J Thorac Dis. 2020;12(Suppl 1):S54–65.

    Article  Google Scholar 

  12. Manfredini A, Constantino L, Pinto MC, Michels M, Burger H, Kist LW, Silva MC, Gomes LM, Dominguini D, Steckert A, et al. Mitochondrial dysfunction is associated with long-term cognitive impairment in an animal sepsis model. Clin Sci (Lond). 2019;133(18):1993–2004.

    Article  CAS  Google Scholar 

  13. Weiss SL, Zhang D, Bush J, Graham K, Starr J, Tuluc F, Henrickson S, Kilbaugh T, Deutschman CS, Murdock D, et al. Persistent mitochondrial dysfunction linked to prolonged organ dysfunction in pediatric sepsis. Crit Care Med. 2019;47(10):1433–41.

    Article  CAS  Google Scholar 

  14. Sun J, Zhang J, Tian J, Virzi GM, Digvijay K, Cueto L, Yin Y, Rosner MH, Ronco C. Mitochondria in Sepsis-Induced AKI. J Am Soc Nephrol. 2019;30(7):1151–61.

    Article  CAS  Google Scholar 

  15. Sureshbabu A, Patino E, Ma KC, Laursen K, Finkelsztein EJ, Akchurin O, Muthukumar T, Ryter SW, Gudas L, Choi AMK, et al. RIPK3 promotes sepsis-induced acute kidney injury via mitochondrial dysfunction. JCI insight. 2018;3:11.

    Article  Google Scholar 

  16. Inata Y, Kikuchi S, Samraj RS, Hake PW, O’Connor M, Ledford JR, O’Connor J, Lahni P, Wolfe V, Piraino G, et al. Autophagy and mitochondrial biogenesis impairment contribute to age-dependent liver injury in experimental sepsis: dysregulation of AMP-activated protein kinase pathway. FASEB J. 2018;32(2):728–41.

    Article  CAS  Google Scholar 

  17. Pinto BB, Dyson A, Umbrello M, Carre JE, Ritter C, Clatworthy I, Duchen MR, Singer M. Improved survival in a long-term rat model of sepsis is associated with reduced mitochondrial calcium uptake despite increased energetic demand. Crit Care Med. 2017;45(8):e840–8.

    Article  CAS  Google Scholar 

  18. Samuels DC, Hulgan T, Fessel JP. Mitochondrial DNA Haplogroups and delirium during sepsis. Crit Care Med. 2019;47(8):1065–71.

    Article  CAS  Google Scholar 

  19. Xin T, Lu C. SirT3 activates AMPK-related mitochondrial biogenesis and ameliorates sepsis-induced myocardial injury. Aging. 2020;12(16):16224–37.

    Article  CAS  Google Scholar 

  20. Goldstein B, Giroir B, Randolph A. International pediatric sepsis consensus conference: definitions for sepsis and organ dysfunction in pediatrics. Pediatric Crit Care Med. 2005;6(1):2–8.

    Article  Google Scholar 

  21. Tang PH, Miles MV, DeGrauw A, Hershey A, Pesce A. HPLC analysis of reduced and oxidized coenzyme Q(10) in human plasma. Clin Chem. 2001;47(2):256–65.

    Article  CAS  Google Scholar 

  22. Prilutskiĭ AS, Khodakovskiĭ AV, Maĭlian EA. A method of separating mononuclears on a density gradient. Lab Delo. 1990;2:20–3.

    Google Scholar 

  23. Bradford MM. A rapid and sensitive method for the quantitation of microgram quantities of protein utilizing the principle of protein-dye binding. Anal Biochem. 1976;72:248–54.

    Article  CAS  Google Scholar 

  24. Rustin P, Chretien D, Bourgeron T, Gérard B, Rötig A, Saudubray JM, Munnich A. Biochemical and molecular investigations in respiratory chain deficiencies. Clinica Chimica Acta. 1994;228(1):35–51.

    Article  CAS  Google Scholar 

  25. Miró O, Cardellach F, Barrientos A, Casademont J, Rötig A, Rustin P. Cytochrome c oxidase assay in minute amounts of human skeletal muscle using single wavelength spectrophotometers. J Neurosci Methods. 1998;80(1):107–11.

    Article  Google Scholar 

  26. Chretien D, Bénit P, Chol M, Lebon S, Rötig A, Munnich A, Rustin P. Assay of mitochondrial respiratory chain complex I in human lymphocytes and cultured skin fibroblasts. Biochem Biophys Res Commun. 2003;301(1):222–4.

    Article  CAS  Google Scholar 

  27. Ternes N, Rotolo F, Michiels S. Empirical extensions of the lasso penalty to reduce the false discovery rate in high-dimensional Cox regression models. Stat Med. 2016;35(15):2561–73.

    Article  Google Scholar 

  28. Pencina MJ, D'Agostino RB,, D'Agostino RB, Jr., Vasan RS: Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond. Statistics in medicine 2008, 27(2):157–172. (discussion 207–112).

  29. Pencina MJ, D’Agostino RB, Vasan RS. Statistical methods for assessment of added usefulness of new biomarkers. Clin Chem Lab Med. 2010;48(12):1703–11.

    Article  CAS  Google Scholar 

  30. Beam CA. Analysis of clustered data in receiver operating characteristic studies. Stat Methods Med Res. 1998;7(4):324–36.

    Article  CAS  Google Scholar 

  31. Chen H, Mao X, Meng X, Li Y, Feng J, Zhang L, Zhang Y, Wang Y, Yu Y, Xie K. Hydrogen alleviates mitochondrial dysfunction and organ damage via autophagymediated NLRP3 inflammasome inactivation in sepsis. Int J Mol Med. 2019;44(4):1309–24.

    CAS  PubMed  PubMed Central  Google Scholar 

  32. Chen G, Li X, Huang M, Zhou X, Li Y, Mao X, Bai J. The role of thioredoxin-1 in suppression sepsis through inhibiting mitochondrial-induced apoptosis in spleen. Shock. 2017;47(6):753–8.

    Article  CAS  Google Scholar 

  33. Kohoutova M, Dejmek J, Tuma Z, Kuncova J. Variability of mitochondrial respiration in relation to sepsis-induced multiple organ dysfunction. Physiol Res. 2018;67(Suppl 4):S577-s592.

    Article  CAS  Google Scholar 

  34. Singer M. Mitochondrial function in sepsis: acute phase versus multiple organ failure. Crit Care Med. 2007;35(9 Suppl):S441-448.

    Article  CAS  Google Scholar 

  35. Donnino MW, Mortensen SJ, Andersen LW, Chase M, Berg KM, Balkema J, Radhakrishnan J, Gazmuri RJ, Liu X, Cocchi MN. Ubiquinol (reduced Coenzyme Q10) in patients with severe sepsis or septic shock: a randomized, double-blind, placebo-controlled, pilot trial. Crit Care (London, England). 2015;19:275.

    Article  Google Scholar 

  36. Abitagaoglu S, Akinci SB, Saricaoglu F, Akinci M, Zeybek ND, Muftuoglu S, Aypar U. Effect of coenzyme Q10 on organ damage in sepsis. Bratisl Lek Listy. 2015;116(7):433–9.

    CAS  PubMed  Google Scholar 

  37. Ozkok E, Yorulmaz H, Ates G, Serdaroglu-Oflazer P, Tamer AS. Effects of prior treatment with simvastatin on skeletal muscle structure and mitochondrial enzyme activities during early phases of sepsis. Int J Clin Exp Pathol. 2014;7(12):8356–65.

    PubMed  PubMed Central  Google Scholar 

  38. Dahri M, Tarighat-Esfanjani A, Asghari-Jafarabadi M, Hashemilar M. Oral coenzyme Q10 supplementation in patients with migraine: Effects on clinical features and inflammatory markers. Nutr Neurosci. 2019;22(9):607–15.

    Article  CAS  Google Scholar 

  39. Liu M, Zhu H, Hu X, Zhu Y, Chen H. Efficacy of coenzyme Q10 supplementation on glucose metabolism, lipid profiles, and biomarkers of inflammation in women with polycystic ovary syndrome: A protocol for a systematic review and meta-analysis. Medicine. 2020;99(46):e23130.

    Article  CAS  Google Scholar 

  40. Pagliai G, Giangrandi I, Dinu M, Sofi F, Colombini B. Nutritional Interventions in the Management of Fibromyalgia Syndrome. Nutrients. 2020;12:9.

    Article  Google Scholar 

  41. Can A, Temel M, Dokuyucu R, Mutaf M. The effect of coenzyme Q10 (Ubiquinone) on random pattern skin flap survival in rat model. Ann Plast Surg. 2016;77(2):e9–14.

    Article  CAS  Google Scholar 

Download references

Acknowledgements

We are grateful to all participating patients for their cooperation and willingness.

Funding

This work was financially supported by the Clinical Technology Innovation Project of Beijing Municipal Administration of Hospitals (Grant No. XM201412), and the Beijing Natural Science Foundation (Grant No. 7172037). The funder had no role in any other part of the trial (including study design, data collection, and data interpretation et al.) or writing the manuscript.

Author information

Authors and Affiliations

Authors

Contributions

QZ planned and designed the study, and directed its implementation. QZ drafted the protocol. NL, LZ, and XL obtained statutory and ethics approvals. DH, NL, and XC contributed to data acquisition. DH, YC, LG, and WN conducted statistical analyses. DH, ZS, WL, XL and GS did the data preparation and quality control. DH, WN, LZ and QZ wrote the manuscript. All authors read and approved the final manuscript.

Corresponding authors

Correspondence to Wenquan Niu or Qi Zhang.

Ethics declarations

Ethics approval and consent to participate

Our study design received approval from ethics committee of Children’s Hospital Affiliated to the Capital Institute of Pediatrics. Written informed consent was obtained from a parent or guardian for all study participants. The authors are accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved.

Consent to publication

Not applicable.

Competing interests

The authors declare no Competing Interest.

Additional information

Publisher's Note

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

Supplementary Information

Additional file 1: eFile S1.

The STROBE checklist.

Additional file 2: eFile S2.

Definitions of systemic inflammatory response syndrome (SIRS), infection, sepsis.

Rights and permissions

Open Access This 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.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

He, D., Li, N., Lu, X. et al. Association of mitochondrial respiratory chain enzymes with the risk and mortality of sepsis among Chinese children. BMC Infect Dis 22, 34 (2022). https://doi.org/10.1186/s12879-021-07014-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1186/s12879-021-07014-6

Keywords