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Procalcitonin guided antibiotic therapy of acute exacerbations of asthma: a randomized controlled trial
© Tang et al.; licensee BioMed Central Ltd. 2013
Received: 7 September 2012
Accepted: 9 December 2013
Published: 17 December 2013
This randomized controlled trial aimed to evaluate whether the serum procalcitonin (PCT) level can be utilized to guide the use of antibiotics in the treatment of acute exacerbations of asthma.
A total of 293 consecutive patients with suspected asthma attacks from February 2005 to July 2010 participated in this study. 225 patients completed the study. Serum PCT levels, and other inflammatory biomarkers of all patients were measured. In addition to the standard treatment, the control group received antibiotics according to the attending physicians’ discretions, while the patients in the PCT group were treated with antibiotics according to serum PCT concentrations. Antibiotics usage was strongly discouraged when the PCT concentration was below 0.1 μg/L; discouraged when the PCT concentration was between 0.1 μg/L and 0.25 μg/L; or encouraged when the PCT concentration was above 0.25 μg/L. The primary endpoint was the determination of antibiotics usage. The second endpoints included the diagnostic accuracy of PCT and other laboratory biomarkers the effectiveness of asthma control, secondary ED visits, hospital re-admissions, repeated needs for steroids or dosage increase, needs for antibiotics, WBC count, PCT levels and FEV1%.
At baseline, two groups were identical regarding clinical, laboratory and symptom score. Probability of the antibiotics usage in the PCT group (46.1%) was lower than that in the control group (74.8%) (χ2 = 21.97, p < 0.001. RR = 0.561, 95% CI 0.441-0.713). PCT and IL-6 showed good diagnostic significance for bacterial asthma (r = 0.705, p = 0.003). The degrees of asthma control in patients were categorized to three levels and were comparable between the two groups at the six weeks follow-up period (χ2 = 1.62, p = 0.45). There were no significant difference regarding other secondary outcomes (p > 0.05).
The serum PCT concentration can be used to effectively determine whether the acute asthma patients have bacterial infections in the respiratory tract, and to guide the use of antibiotics in the treatment of acute asthma exacerbations, which may substantially reduce unnecessary antibiotic use without compromising the therapeutic outcomes.
KeywordsAsthma Procalcitonin Antibiotic
Acute attacks of asthma are episodes that occur suddenly and may also occur repeatedly over time. The attacks seriously disturb the patient’s daily and work life, which impose great burdens on the family and the society. There are various causes for acute asthma, including allergen provocation, drugs, respiratory viruses, bacterial infections and so on. Since bacterial infection seems to only play a minor role in acute exacerbations of asthma, guidelines for asthma management do not recommend routine use of antibiotics . The majority of patients with acute asthma are treated with a number of conventional treatment measures, including repetitive administration of rapid-acting inhaled bronchodilator, introduction of systemic glucocorticosteroids, oxygen supplementation and so on, to alleviate the symptoms. However, clinical signs and symptoms and laboratory parameters of bacterial infection are often inconclusive, which makes it difficult for physicians to determine accurately in clinical practice whether there is bacterial infection in the respiratory tracts of patients. As a result, most patients are treated with antibiotics, leading to antibiotics abuse and bacterial resistance .
Procalcitonin (PCT) is the prehormone of calcitonin. The serum PCT level significantly increases in patients with bacterial infections but not viral infection or other inflammatory diseases, granting the PCT test high potential in discriminating bacterial and non-bacterial infections [3–5]. Therefore, the serum PCT level can guide the use of antibiotics in respiratory tract infections to prevent the abuse of antibiotics in the intensive care unit [6–15]. This study aimed to investigate whether the serum PCT level has diagnostic potential for bacterial asthma attack, and can serve to guide the use of antibiotics in the management of acute exacerbations of asthma.
Setting and study population
From February 2005 to July 2010 in the emergency department of the fifth people’s hospital of Shanghai, 293 suspected acute exacerbation of asthma patients were screened for eligibility to participate in this study. Of these, 265 patients meeting the Bronchial Asthma Guide were eligible and 255 patients completed the study, including 123 male patients and 132 female patients. Patients were eligible for the intervention if they met all the following criteria: 1) ≥ 18 years old; 2) has any, or all, of the following clinical features as defined by the Global Initiative for National Asthma (GINA) Guidelines: dyspnea, wheeze, acute cough, increased work of breathing, increased requirement for beta2-agonist from baseline use, O2 saturation <95%, a peak expiratory flow (PEF) at randomization ≤80% of their known best (within the last 12 months) or, in the absence of this information, of their predicted PEF . The exclusion criteria in the study are: 1) treatment with antibiotics within two weeks just before the recruitment; 2) bacterial infection in other parts of body than the respiratory system; 3) chest X-ray confirmed pneumonia; 4) suffering from other chronic respiratory diseases; 5) suffering from severe organ dysfunction. The protocol was approved by the Ethics Committee of the Fudan University. Written informed consent was obtained from all patients or their legally authorized representative.
We appointed an independent investigator team blinded to the group assignment to monitor the adherence to the protocol, the safety and efficacy of the intervention, as well as primary and secondary outcomes during the six-week follow-up period. All patients, laboratory technicians, investigators and research designers were blinded to patient assignments until the data analysis was completed. There were no protocol violations during the study.
Our primary endpoint was the use of antibiotics, which was evaluted by the antibiotic prescription rate and the relative risk of antibiotic exposure in patients with acute exacerbations of asthma. The secondary endpoints were patients’ clinical, laboratory, and lung function outcomes at the follow-up visit (6 weeks). During the six-week follow-up period, secondary ED visits, hospital re-admissions, repeated needs for steroids or dosage increase, needs for antibiotics, white blood cell count (WBC), PCT levels and FEV1% were assessed.
The serum PCT tests were done using a time-resolved amplified cryptate emission (TRACE) technology assay (Kryptor® PCT, Brahms AG, Hennigsdorf, Germany) with a functional assay sensitivity of 0.06 g/L, about four-fold above the mean normal PCT level. And several laboratory parameters of the patients, including the levels of high sensitivity C-reactive protein (hsCRP), interleukin 6 (IL-6), and tumor necrosis factor α (TNF-α), as well as WBC, were measured and collected. Arterial blood gas analysis was also performed on all patients. The usage of antibiotics in two groups was recorded. Forced expiratory volume in one second (FEV1) was collected before and after treatment. The symptom scores of asthma were also recorded. The patients were categorized into mild, moderate, and severe subgroups based on the severity level of their asthma, according to which antibiotics use was analyzed. The patients were re-categorized during the six-week follow-up period to assess the asthma control.
We assumed that 75% of the patients in the control group would use antibiotics and anticipated a 20% decrease in antibiotics usage in the PCT group. The current sample size of 128 patients in the PCT group and 127 in the control group yielded a power of 0.96 to detect difference in usage of antibiotics at 1-sided 5% significance level. Moreover, the power was 1.00 for non-inferiority testing on asthma control at a significance level of 2-sided 0.05, “controlled” percentage of 75% in both PCT and control groups and a non-inferiority limit (d) of 65%.
Discrete variables are expressed as counts (percentages) and continuous variables as mean ± SD. Comparability of groups was analyzed by χ2 test, two-sampled t test, Mann–Whitney U test, as appropriate. Correlation analyses of the level of serum PCT and levels of hsCRP, IL-6, TNF-α and WBC were performed using Spearman rank. A p value less than 0.05 was defined as significant. Data were analyzed using statistical software (Statistical Package for Social Sciences, version 14 for Windows; SPSS; Chicago IL).
Baseline characteristics of the two groups
PCT group (n = 128)
Control group (n = 127)
Median age, yr
Mean Asthma history, yr
Gender, no. (%)
8.2 (4.5 ~ 15.7)
6.9 (5.1 ~ 17.6)
0.137 (0.068 ~ 0.252)
0.119 (0.057 ~ 0.267)
14.5 (8.3 ~ 26.1)
17.3 (6.7 ~ 31.4)
27.5 (13.4 ~ 49.5)
32.4 (15.7 ~ 52.1)
Severity of asthma
Mean symptom score
The FEV1 score of both groups was significantly improved after treatment compared with that before treatment. Thirty-two (25.0%) patients in PCT group received corticosteroids therapy, while 36 (28.3%) patients received corticosteroids therapy in the control group (χ 2 = 0.13, p = 0.714). Eight (6.3%) patients in PCT group and nine (7.1%) patients in the control group (χ 2 = 0.05, p = 0.821) received mechanical ventilation treatment.
Comparison of inflammatory variables
Mild to Moderate (n = 203)
0.044 (0.027 ~ 0.241)
6.7 (3.8 ~ 13.5)
8.1 (4.5 ~ 13.4)
29.3 (12.5 ~ 46.2)
Severe to Critical (n = 52)
0.263 (0.158 ~ 0.482)
7.4 (4.9 ~ 16.4)
21.2 (13.7 ~ 48.1)
31.7 (14.1 ~ 50.6)
Z = −2.324
Z = −0.538
Z = −3.217
t = −0.615
Comparison of the usage of antibiotics
Usage of antibiotics, (%)
Comparison of the levels of asthma control and the follow-up outcomes between two groups
Levels of asthma control
χ2 = 1.62 p > 0.05
Other follow-up outcomes
Secondary ED visits
χ2 = 1.43 p > 0.05
χ2 = 0.75 p > 0.05
Repeated needs for steroids or dosage increase*
χ2 = 0.66 p >0.05
Needs for antibiotics
χ2 = 1.24 p > 0.05
t =1.08 p = 0.283
0.033 (0.024 ~ 0.039)
0.036 (0.027 ~ 0.040)
Z = 1.29 p = 0.071
t = −1.64 p = 0.103
This study showed that PCT test could help physicians to determine whether patients were suffering from respiratory tract bacterial infections. As a result, PCT test increases the safety level of the treatment strategies of acute exacerbations of asthma via avoiding antibiotics abuse. The study published by Briel et al. was not particularly convincing since only nine asthma patients were included . Thus far this is the only clinical study focusing on evaluating the PCT test in its effectiveness to guide antibiotics usage in treating acute exacerbations of asthma.
PCT, a protein of 116 amino acids with a molecular weight of 13 kDa, was discovered 25 years ago as a prohormone of calcitonin produced by C-cells of the thyroid gland . Under normal physiological conditions, PCT is stable in human body . PCT is intracellularly cleaved by proteolytic enzymes to generate the active hormone. Circulating levels of PCT in healthy subjects are below detection limit. It was found in 1993 that the serum PCT level is elevated in patients with bacterial infection . Since then PCT has become an important protein in the detection and differential diagnostics of inflammatory states [3–5]. In microbial infections and in various forms of inflammation, circulating levels of PCT increase to several thousand-fold of its normal level [18, 19]. In this case, PCT is produced by other tissues, especially adherent monocytes and macrophage-activated adipocytes . This increase correlates significantly with the severity of the condition and with mortality. However, PCT level does not increase markedly in patients with autoimmune inflammation or virus infection [3–5, 7]. PCT is released within four hours in the initial stages of infection, and peaks in eight hours. Then PCT level begins to decrease when the infection is under control. The half-life of PCT is between 20 and 24 hours [17, 20]. The serum PCT level is interfered by hormone levels and can easily be detected in a short time . Small doses of intravenous lipid polysaccharide in healthy volunteers could induce the production of PCT . The serum PCT can be detected after two hours and the PCT level increased rapidly in the following six to eight hours . The PCT level reaches the peak l2 to 48 hours later and returns to normal in two to three days . Respiratory tract infections induce the acute attacks of asthma. Bacterial infection seems to just play a minor role in acute exacerbations of asthma, while virus infection plays a major role [1, 23, 24]. So many patients with acute asthma don’t need antibiotics. Antibiotic therapy benefits those patients with bacterial infection by alleviating respiratory tract spasm and shortening the duration of acute exacerbation, while it harms patients without bacterial infection by worsening their condition and increasing the chance of selective bacterial resistance [2, 23]. The physicians often determine whether patients suffer from respiratory tract bacterial infections on the basis of sputum characteristics, body temperature, WBC, CRP and other indicators. However, clinical signs and symptoms of bacterial infection and other non-bacterial infections are often indistinguishable, making it difficult for physicians to determine accurately in clinical practice whether there is a bacterial infection in respiratory tract of patients . In general, bacterial culture is much accurate for diagnosis. However, bacterial culture takes too long time and it is difficult to obtain accurate information on etiology from asthma patients. Therefore bacterial culture is not suitable for the emergent treatment of asthma. And the positive rate of bacterial culture was limited by the hospital medical standards, medical technicians operating experience and other factors, which makes bacterial culture a less effective measure. When there is no effective approach for physicians to determine accurately whether there is a bacterial infection, physicians are more likely to use antibiotic therapy for most acute asthma patients, leading to antibiotics abuse and subsequent bacterial resistance . Recent studies showed that serum PCT level has higher sensitivity in determining whether bacterial infection exist in community acquired pneumonia, ventilator associated pneumonia and acute exacerbation of chronic obstructive pulmonary disease and can guide the usage of antibiotics [6, 8, 26]. The serum PCT level is also an early diagnostic index and can identify sepsis from systemic inflammatory response syndrome (SIRS) [3, 7, 14]. PCT test can objectively determine the severity of sepsis and be closely related to the severity of multiple organ dysfunction syndrome (MODS) [3, 7, 14]. Physicians can judge the direction of progression and evaluate the therapeutic effectiveness by continuously monitoring the serum PCT level [27, 28].
In this study, we treated the patients with antibiotics according to PCT serum level. Antibiotics usage was strongly discouraged when the serum PCT concentration was below 0.1 μg/L; antibiotics usage was discouraged when the serum PCT concentration was between 0.1 μg/L and 0.25 μg/L; and antibiotics usage was encouraged when the serum PCT concentration was greater than 0.25 μg/L. The results showed that many patients in the PCT group did not need antibiotics. The antibiotic usage rate was lower than that of the control group and the outcome of treatment was not significantly affected, especially for patients with mild to moderate asthma. Patients with mild to moderate asthma in the control group did not need antibiotics, which implicated that PCT could play an important role in guiding the use of antibiotics. Although there was no significant statistical difference in the rate of antibiotics usage in patients with severe to critical asthma between the two groups, the trend of antibiotics usage in PCT group deceased in comparison with the control group. Accordingly, we believe that PCT is a serum marker for the appropriate selection of antibiotics in the treatment of acute attack of asthma. PCT can be quickly tested to help determine whether there is bacterial infection and whether antibiotics are needed for the emergency treatment of patients.
In this study, the serum PCT level and IL-6 level were correlated, while there is no correlation between the serum PCT level and levels of other inflammatory indicators, including hsCRP, TNF-α, and WBC. Cellular IL-6 level rises sharply after exposure to bacterial toxins, falls rapidly as time elapses and has a longer half-life than TNF-α [29, 30]. As a critical mediator of survival following pulmonary infection and sepsis, it protects patients from death by augmenting neutrophil killing of bacteria, enhancing the release of adrenaline and cortisol, as well as selectively activating the coagulation system [31, 32]. IL-6 has the best discriminative power in sepsis and non-infectious SIRS, with sensitivity above 80% and specificity above 70%, which is higher than conventional inflammatory markers including CRP and TNF-α . There are limitations in the sensitivity and specificity of hsCRP, TNF-α, and WBC in judging whether patients with asthma are also suffering from bacterial infection. Both PCT and IL-6 levels of patients with severe to critical asthma in the PCT group were higher than that of patients with mild to moderate asthma in the same group. It implicated that patients with severe to critical asthma may be more prone to bacterial infection than patients with mild to moderate asthma. Zhang et al. found that bacterial colonization of the lower airways was common in patients with chronic severe asthma and was linked to the duration of asthma and the exacerbations in past years [34, 35]. Therefore, PCT test prevents antibiotics usage mostly in patients with mild to moderate asthma but without bacterial infection, while most patients with severe to critical asthma do suffer from bacterial infection and need to be treated with proper antibiotics.
In summary, this study showed the PCT test can be used accurately and effectively to determine whether the acute asthma patients have bacterial infections in respiratory tract, and to guide the use of antibiotics in the treatment of acute asthma. So PCT test has great value in reducing unnecessary antibiotics use and in preventing the occurrences of antibiotics resistance in the treatment of acute asthma, particularly in countries where patients are suffering from the abuse of antibiotics. Our study has several limitations. First, we included a relatively small number of patients. However, for the 128 patients in PCT group and 127 in control group, the power reached 0.99 with 1-sided 5% significance level to detect the difference in usage of antibiotics and was 0.88 for non-inferiority testing with a non-inferiority limit (d) of 65% on asthma control. Second, our results should not be generalized to other settings such as hospital-acquired pneumonia and chronic obstructive pulmonary disease. Third, we did not conduct a formal cost-benefit study. Larger clinical trials are needed to explore the overall clinical and economic impact of the reduction of exposure to antibiotics in asthma patients.
Co-first author Wei Long.
The study was sponsored by a grant from the Shanghai Fifth People’s Hospital Science Foundation (09YRCPY11) AND Minhang District Natural Science Foundation of Shanghai (10MHWSJ11).
The authors thank Wanghong Xu (Associate professor, Department of Epidemiology School of Public Health, Fudan University) for statistical guidance.
- Bateman ED, Hurd SS, Barnes PJ, Bousquet J, Drazen JM, FitzGerald M, Gibson P, Ohta K, O'Byrne P, Pedersen SE, Pizzichini E, Sullivan SD, Wenzel SE, Zar HJ: Global strategy for asthma management and prevention: GINA executive summary. Eur Respir J. 2008, 31 (1): 143-178. 10.1183/09031936.00138707.View ArticlePubMedGoogle Scholar
- Vanderweil SG, Tsai CL, Pelletier AJ, Espinola JA, Sullivan AF, Blumenthal D, Camargo CA: Inappropriate use of antibiotics for acute asthma in United States emergency departments. Acad Emerg Med. 2008, 15 (8): 736-743. 10.1111/j.1553-2712.2008.00167.x.View ArticlePubMedGoogle Scholar
- Uzzan B, Cohen R, Nicolas P, Cucherat M, Perret GY: Procalcitonin as a diagnostic test for sepsis in critically ill adults and after surgery or trauma: a systematic review and meta-analysis. Crit Care Med. 2006, 34 (7): 1996-2003. 10.1097/01.CCM.0000226413.54364.36.View ArticlePubMedGoogle Scholar
- Tang BM, Eslick GD, Craig JC, McLean AS: Accuracy of procalcitonin for sepsis diagnosis in critically ill patients: systematic review and meta-analysis. Lancet Infect Dis. 2007, 7 (3): 210-217. 10.1016/S1473-3099(07)70052-X.View ArticlePubMedGoogle Scholar
- Müller F, Christ-Crain M, Bregenzer T, Krause M, Zimmerli W, Mueller B, Schuetz P, ProHOSP Study Group: Procalcitonin levels predict bacteremia in patients with community-acquired pneumonia: a prospective cohort trial. Chest. 2010, 138 (1): 121-129. 10.1378/chest.09-2920.View ArticlePubMedGoogle Scholar
- Christ-Crain M, Stolz D, Bingisser R, Müller C, Miedinger D, Huber PR, Zimmerli W, Harbarth S, Tamm M, Müller B: Procalcitonin guidance of antibiotic therapy in community-acquired pneumonia: a randomized trial. Am J Respir Crit Care Med. 2006, 174 (1): 84-93. 10.1164/rccm.200512-1922OC.View ArticlePubMedGoogle Scholar
- Becker KL, Snider R, Nylen ES: Procalcitonin assay in systemic inflammation, infection, and sepsis: clinical utility and limitations. Crit Care Med. 2008, 36 (3): 941-952. 10.1097/CCM.0B013E318165BABB.View ArticlePubMedGoogle Scholar
- Stolz D, Christ-Crain M, Bingisser R, Leuppi J, Miedinger D, Müller C, Huber P, Müller B, Tamm M: Antibiotic treatment of exacerbations of COPD: a randomized, controlled trial comparing procalcitonin-guidance with standard therapy. Chest. 2007, 131 (1): 9-19. 10.1378/chest.06-1500.View ArticlePubMedGoogle Scholar
- Briel M, Schuetz P, Mueller B, Young J, Schild U, Nusbaumer C, Périat P, Bucher HC, Christ-Crain M: Procalcitonin-guided antibiotic use vs a standard approach for acute respiratory tract infections in primary care. Arch Intern Med. 2008, 168 (18): 2000-2007. 10.1001/archinte.168.18.2000. discussion 2007–8View ArticlePubMedGoogle Scholar
- Schuetz P, Christ-Crain M, Thomann R, Falconnier C, Wolbers M, Widmer I, Neidert S, Fricker T, Blum C, Schild U, Regez K, Schoenenberger R, Henzen C, Bregenzer T, Hoess C, Krause M, Bucher HC, Zimmerli W, Mueller B, ProHOSP Study Group: Effect of procalcitonin-based guidelines vs standard guidelines on antibiotic use in lower respiratory tract infections: the ProHOSP randomized controlled trial. JAMA. 2009, 302 (10): 1059-1066. 10.1001/jama.2009.1297.View ArticlePubMedGoogle Scholar
- Christ-Crain M, Jaccard-Stolz D, Bingisser R, Gencay MM, Huber PR, Tamm M, Müller B: Effect of procalcitonin-guided treatment on antibiotic use and outcome in lower respiratory tract infections: cluster-randomised, single-blinded intervention trial. Lancet. 2004, 363 (9409): 600-607. 10.1016/S0140-6736(04)15591-8.View ArticlePubMedGoogle Scholar
- Long W, Deng X, Zhang Y, Lu G, Xie J, Tang J: Procalcitonin guidance for reduction of antibiotic use in low-risk outpatients with community-acquired pneumonia. Respirology. 2011, 16 (5): 819-824. 10.1111/j.1440-1843.2011.01978.x.View ArticlePubMedGoogle Scholar
- Hochreiter M, Köhler T, Schweiger AM, Keck FS, Bein B, von Spiegel T, Schroeder S: Procalcitonin to guide duration of antibiotic therapy in intensive care patients: a randomized prospective controlled trial. Crit Care. 2009, 13 (3): R83-10.1186/cc7903.View ArticlePubMedPubMed CentralGoogle Scholar
- Nobre V, Harbarth S, Graf JD, Rohner P, Pugin J: Use of procalcitonin to shorten antibiotic treatment duration in septic patients: a randomized trial. Am J Respir Crit Care Med. 2008, 177 (5): 498-505. 10.1164/rccm.200708-1238OC.View ArticlePubMedGoogle Scholar
- Bouadma L, Luyt CE, Tubach F, Cracco C, Alvarez A, Schwebel C, Schortgen F, Lasocki S, Veber B, Dehoux M, Bernard M, Pasquet B, Régnier B, Brun-Buisson C, Chastre J, Wolff M, PRORATA trial group: Use of procalcitonin to reduce patients’ exposure to antibiotics in intensive care units (PRORATA trial): a multicentre randomised controlled trial. Lancet. 2010, 375 (9713): 463-474. 10.1016/S0140-6736(09)61879-1.View ArticlePubMedGoogle Scholar
- Braithwaite S: Procalcitonin: new insights on regulation and origin. Crit Care Med. 2000, 28 (2): 586-588. 10.1097/00003246-200002000-00058.View ArticlePubMedGoogle Scholar
- Meissner M: PCT, Procalcitonin: a new, innovative infection parameter. 1996, Berlin: Brahms DiagnosticaGoogle Scholar
- Assicot M, Gendrel D, Carsin H, Raymond J, Guilbaud J, Bohuon C: High serum procalcitonin concentrations in patients with sepsis and infection. Lancet. 1993, 341 (8844): 515-518. 10.1016/0140-6736(93)90277-N.View ArticlePubMedGoogle Scholar
- Linscheid P, Seboek D, Schaer DJ, Zulewski H, Keller U, Muller B: Expression and secretion of procalcitonin and calcitonin gene-related peptide by adherent monocytes and by macrophage-activated adipocytes. Crit Care Med. 2004, 32 (8): 1715-1721. 10.1097/01.CCM.0000134404.63292.71.View ArticlePubMedGoogle Scholar
- Oberhoffer M, Vogelsang H, Jäger L, Reinhart K: Katacalcin and calcitonin immunoreactivity in different types of leukocytes indicate intracellular procalcitonin content. J Crit Care. 1999, 14 (1): 29-33. 10.1016/S0883-9441(99)90005-9.View ArticlePubMedGoogle Scholar
- de Kruif MD, Lemaire LC, Giebelen IA, Struck J, Morgenthaler NG, Papassotiriou J, Elliott PJ, van der Poll T: The influence of corticosteroids on the release of novel biomarkers in human endotoxemia. Intensive Care Med. 2008, 34 (3): 518-522. 10.1007/s00134-007-0955-x.View ArticlePubMedGoogle Scholar
- Tugrul S, Esen F, Celebi S, Ozcan PE, Akinci O, Cakar N, Telci L: Reliability of procalcitonin as a severity marker in critically ill patients with inflammatory response. Anaesth Intensive Care. 2002, 30 (6): 747-754.PubMedGoogle Scholar
- Kraft M: The role of bacterial infections in asthma. Clin Chest Med. 2000, 21 (2): 301-313. 10.1016/S0272-5231(05)70268-9.View ArticlePubMedGoogle Scholar
- Gern JE, Busse WW: The role of viral infections in the natural history of asthma. J Allergy Clin Immunol. 2000, 106 (2): 201-212. 10.1067/mai.2000.108604.View ArticlePubMedGoogle Scholar
- Müller B, Harbarth S, Stolz D, Bingisser R, Mueller C, Leuppi J, Nusbaumer C, Tamm M, Christ-Crain M: Diagnostic and prognostic accuracy of clinical and laboratory parameters in community-acquired pneumonia. BMC Infect Dis. 2007, 7: 10-10.1186/1471-2334-7-10.View ArticlePubMedPubMed CentralGoogle Scholar
- Stolz D, Smyrnios N, Eggimann P, Pargger H, Thakkar N, Siegemund M, Marsch S, Azzola A, Rakic J, Mueller B, Tamm M: Procalcitonin for reduced antibiotic exposure in ventilator-associated pneumonia: a randomised study. Eur Respir J. 2009, 34 (6): 1364-1375. 10.1183/09031936.00053209.View ArticlePubMedGoogle Scholar
- Viallon A, Guyomarc'h S, Marjollet O, Berger C, Carricajo A, Robert F, Laporte S, Lambert C, Page Y, Zéni F, Bertrand JC: Can emergency physicians identify a high mortality subgroup of patients with sepsis: role of procalcitonin. Eur J Emerg Med. 2008, 15 (1): 26-33. 10.1097/MEJ.0b013e3280ec539b.View ArticlePubMedGoogle Scholar
- Tang H, Huang T, Jing J, Shen H, Cui W: Effect of procalcitonin-guided treatment in patients with infections: a systematic review and meta-analysis. Infection. 2009, 37 (6): 497-507. 10.1007/s15010-009-9034-2.View ArticlePubMedGoogle Scholar
- Abdollahi A, Shoar S, Nayyeri F, Shariat M: Diagnostic Value of Simultaneous Measurement of Procalcitonin, Interleukin-6 and hs-CRP in Prediction of Early-Onset Neonatal Sepsis. Mediterr J Hematol Infect Dis. 2012, 4 (1): e2012028-View ArticlePubMedPubMed CentralGoogle Scholar
- Ventetuolo CE, Levy MM: Biomarkers: diagnosis and risk assessment in sepsis. Clin Chest Med. 2008, 29 (4): 591-603. 10.1016/j.ccm.2008.07.001.View ArticlePubMedGoogle Scholar
- Sutherland RE, Olsen JS, McKinstry A, Villalta SA, Wolters PJ: Mast cell IL-6 improves survival from Klebsiella pneumonia and sepsis by enhancing neutrophil killing. J Immunol. 2008, 181 (8): 5598-5605.View ArticlePubMedPubMed CentralGoogle Scholar
- Tsujimoto H, Takahata R, Nomura S, Kumano I, Matsumoto Y, Yoshida K, Hiraki S, Aosasa S, Ono S, Yamamoto J, Hase K: Predictive value of pleural and serum interleukin-6 levels for pneumonia and hypo-oxygenations after esophagectomy. J Surg Res. 2013, 182 (2): e61-e67. 10.1016/j.jss.2012.11.015.View ArticlePubMedGoogle Scholar
- Du B, Pan J, Chen D, Li Y: Serum procalcitonin and interleukin-6 levels may help to differentiate systemic inflammatory response of infectious and non-infectious origin. Chin Med J (Engl). 2003, 116 (4): 538-542.Google Scholar
- Kraft M, Hamid Q: Mycoplasma in severe asthma. J Allergy Clin Immunol. 2006, 117 (5): 1197-1198. 10.1016/j.jaci.2006.03.001.View ArticlePubMedGoogle Scholar
- Zhang Q, Illing R, Hui CK, Downey K, Carr D, Stearn M, Alshafi K, Menzies-Gow A, Zhong N, Fan CK: Bacteria in sputum of stable severe asthma and increased airway wall thickness. Respir Res. 2012, 13: 35-10.1186/1465-9921-13-35.View ArticlePubMedPubMed CentralGoogle Scholar
- The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1471-2334/13/596/prepub
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