Literature DB >> 22399852

Utility of serum procalcitonin values in patients with acute exacerbations of chronic obstructive pulmonary disease: a cautionary note.

Ann R Falsey1, Kenneth L Becker, Andrew J Swinburne, Eric S Nylen, Richard H Snider, Maria A Formica, Patricia A Hennessey, Mary M Criddle, Derick R Peterson, Edward E Walsh.   

Abstract

BACKGROUND: Serum procalcitonin levels have been used as a biomarker of invasive bacterial infection and recently have been advocated to guide antibiotic therapy in patients with chronic obstructive pulmonary disease (COPD). However, rigorous studies correlating procalcitonin levels with microbiologic data are lacking. Acute exacerbations of COPD (AECOPD) have been linked to viral and bacterial infection as well as noninfectious causes. Therefore, we evaluated procalcitonin as a predictor of viral versus bacterial infection in patients hospitalized with AECOPD with and without evidence of pneumonia.
METHODS: Adults hospitalized during the winter with symptoms consistent with AECOPD underwent extensive testing for viral, bacterial, and atypical pathogens. Serum procalcitonin levels were measured on day 1 (admission), day 2, and at one month. Clinical and laboratory features of subjects with viral and bacterial diagnoses were compared.
RESULTS: In total, 224 subjects with COPD were admitted for 240 respiratory illnesses. Of these, 56 had pneumonia and 184 had AECOPD alone. A microbiologic diagnosis was made in 76 (56%) of 134 illnesses with reliable bacteriology (26 viral infection, 29 bacterial infection, and 21 mixed viral bacterial infection). Mean procalcitonin levels were significantly higher in patients with pneumonia compared with AECOPD. However, discrimination between viral and bacterial infection using a 0.25 ng/mL threshold for bacterial infection in patients with AECOPD was poor.
CONCLUSION: Procalcitonin is useful in COPD patients for alerting clinicians to invasive bacterial infections such as pneumonia but it does not distinguish bacterial from viral and noninfectious causes of AECOPD.

Entities:  

Keywords:  bacterial infection; bronchitis; chronic obstructive pulmonary disease; procalcitonin; virus

Mesh:

Substances:

Year:  2012        PMID: 22399852      PMCID: PMC3292390          DOI: 10.2147/COPD.S29149

Source DB:  PubMed          Journal:  Int J Chron Obstruct Pulmon Dis        ISSN: 1176-9106


Introduction

Guidelines from the Global Initiative for Chronic Obstructive Pulmonary Disease (GOLD) recommend antibiotics for the treatment of moderate to severe acute exacerbations of chronic obstructive pulmonary disease (AECOPD).1 Several meta-analyses support these recommendations to reduce mortality and treatment failures.2 Although purulent sputum and growth of a bacterial pathogen suggest infection, definitive causality with an AECOPD is difficult because patients may be chronically colonized.3,4 In addition, recent studies using molecular diagnostics indicate that a substantial proportion of AECOPD are associated with viral infection.5,6 Accurate methods to differentiate viral and bacterial respiratory infections to allow targeted antibiotic therapy would be beneficial. Measurement of serum procalcitonin has been proposed to discriminate bacterial infection from viral or noninfectious causes.7 Procalcitonin is a calcitonin precursor that is normally produced in neuroendocrine cells of the thyroid and lungs. However, in response to bacterial infections, procalcitonin is produced by cells throughout the body.8,9 Stimuli of procalcitonin include bacterial products, including endotoxin and proinflammatory cytokines such as tumor necrosis factor alpha, whereas procalcitonin is attenuated by viral-induced interferon-γ.8,10 Procalcitonin testing has been used successfully as a guide to predict serious bacterial infections and medical outcomes in patients with sepsis.11,12 Recently, procalcitonin has been assessed as a guide to antibiotic therapy in patients with respiratory illnesses, including COPD.7,13–18 However, microbiologic assessment to prove the presence or absence of bacterial infection was not performed in the majority of subjects in most trials, which is a concern for the Food and Drug Administration and Infectious Disease Society of America, as noted in a recent workshop.19 Therefore, we examined the utility of serum procalcitonin levels as predictors of viral and bacterial infection in patients hospitalized with AECOPD using rigorous viral and bacteriologic studies.

Methods

Patient population

The study was performed at Rochester General Hospital, a 520-bed general medical-surgical hospital located in Rochester (Monroe County), NY. Subjects were participating in a larger ongoing study of the relationship between procalcitonin level and definitive bacterial and viral diagnosis (to be described in a separate publication). Adults ≥21 years of age admitted through the Emergency Department to Rochester General Hospital with an admitting diagnosis compatible with acute respiratory tract infection were recruited from November 1 to May 30 during 2008–2009 and 2009–2010. A subset of subjects with a past medical history of COPD and smoking and symptoms consistent with AECOPD according to the GOLD criteria (increased dyspnea, cough, and/or increased sputum volume or purulence) were identified for the present analysis. Confirmation of COPD was sought as available in the hospital medical records. Patients were screened within 24 hours of admission and those given antibiotics prior to admission, or who had immunosuppression, cavitating lung disease, or witnessed aspiration were excluded.20 In addition, subjects with other conditions known to increase serum procalcitonin levels (burns, trauma, pancreatitis, renal failure, thyroid tumors) were excluded from the study. Subjects or legal guardians provided written informed consent. The study was approved by the University of Rochester and Rochester General Hospital institutional review boards.

Illness evaluation

At enrollment, demographic, clinical, and laboratory information was collected. Chest radiographs were classified by a pulmonary specialist as infiltrate or no infiltrate. Testing for bacterial pathogens included: blood cultures, sputum culture, and Gram stain; nose and throat swabs for Mycoplasma pneumoniae and Chlamydophila pneumoniae polymerase chain reaction; and urine for Streptococcus pneumoniae antigen and pneumococcal serology. Sputum was induced with normal saline if subjects were unable to expectorate an adequate sputum sample spontaneously. Specimens were considered adequate by standard criteria of >25 polymorphonuclear leukocytes and <10 epithelial cells per high power field. Nose and throat swabs and sputum were tested for viruses by reverse transcriptase polymerase chain reaction. Sera were collected on hospital day 1 (prior to antibiotics) and 4–6 weeks later for viral serology, pneumococcal serology, and procalcitonin measurements. Serum was also collected on hospital days 2 and 28 for procalcitonin measurement.

Laboratory methods

Standard microbiological testing including blood cultures, sputum Gram stain and culture, influenza antigen testing, and viral cultures were performed by the Rochester General Hospital clinical laboratory. Sputum samples were plated on blood, chocolate, and MacConkey agar. Legionella testing was performed at the discretion of the treating physician. Pneumococcal surface protein A antigens covering families 1 and 2, obtained from the University of Alabama Bacterial Respiratory Pathogen Reference Laboratory, were used in an enzyme immunoassay.21 A ≥4-fold rise in titer was considered evidence of infection. Urine samples were assayed for pneumococcal antigen using BinaxNOW® (Binax Inc, Scarborough, ME) urine assay.22

Procalcitonin

Procalcitonin was measured by resolved amplified cryptate emission technology (Kryptor PCT, Brahms, Henningsdorf, Germany). Functional sensitivity is 0.06 ng/mL (normal 0.033 ± 0.003 ng/mL).12,23,24 Immunoglobulin G titers in acute and convalescent serum for each virus was determined using established EIA methods.25 A ≥4-fold rise in viral specific immunoglobulin G was considered evidence of infection.

Real-time polymerase chain reaction

Assays for respiratory syncytial virus, human metapneumovirus, M. pneumoniae, and C. pneumoniae used published methods.25–27 Primers and probes for other viruses were as follows: influenza A (matrix gene), influenza B (nonstructural 1 [NS1] gene), coronaviruses (polymerase gene), and parainfluenza viruses (nucleocapsid gene). Sequences can be supplied on request. Bacteriology was considered unreliable if sputum was not obtained or was obtained after 6 hours of antibiotics, or was of inadequate quality. Subjects were not considered to be viral infection alone or no infectious diagnosis unless “reliable” bacteriology was negative.

Statistical analysis

Fisher’s Exact and t-tests were used to compare distributions of categorical and continuous clinical variables for pneumonia versus AECOPD patients. Differences in procalcitonin levels were evaluated using the Wilcoxon test, summarized using both means and standard deviations and medians with inter-quartile range, and receiver operator curves were plotted and area under the curve tabulated. Multiple logistic regression was used to model maximum (procalcitonin over days 1–2) ≥0.25 as a function of clinical covariates. SAS 9.2 was used for all analyses, with tests performed at the two-sided 0.05 level.

Results

Enrollment and microbiology

During two winters from 2008 to 2010, we enrolled 532 subjects, of whom 224 had a history of COPD and a respiratory illness with symptoms of AECOPD. Of these 224 subjects, 213 had a single illness, 12 had two, and one subject had three hospitalizations for a total of 240 illnesses evaluated. The average time between AECOPD admissions for subjects with more than one illness evaluation was 7 ± 4 months. A diagnosis of COPD was confirmed by pulmonary function testing, pulmonary physician evaluation, or radiographic changes in 90% of subjects. Chest radiographs on admission revealed pneumonia in 56 cases, and 184 illnesses were considered to be AECOPD alone (Figure 1). Bacteriology was considered reliable in 134 (56%) of the 240 illnesses (104 AECOPD and 30 pneumonia). Notably, 47 viral infections alone (37 AECOPD and 10 pneumonia) were excluded from further analyses of microbiology, primarily because sputum samples were collected more than 6 hours after antibiotics had been started. No patient was bacteremic. A variety of viral pathogens were identified and 45% were associated with bacterial infection (Table 1). S. pneumoniae (22 cases) was the most common bacterial organism identified and was associated with viral infection in 13 (59%) and mixed bacterial infection in three (14%). Of the 22 subjects with pneumococcal infection, half had more than one positive test (ie, sputum culture, pneumococcal serology, or urine antigen). Of the 31 subjects considered to have bacterial infection based on sputum culture alone, all had 3–4+ growth of a potential pathogen and 87% had a consistent Gram stain.
Figure 1

Flow chart of patient groups. Bacteriology is divided into reliable and not reliable.

Abbreviations: V, viral alone; B, bacterial alone; BV, bacterial + viral; none, no microbiologic diagnosis; COPD, chronic obstructive pulmonary disease.

Table 1

Microbiology in subjects with reliable bacteriology

OrganismAECOPDn = 104Pneumonian = 30
Single organism infections
 Influenza A50
 Influenza B00
 Respiratory syncytial virus70
 Human metapneumovirus10
 Parainfluenza viruses (1–3)30
 Coronaviruses (229E and OC43)81
Streptococcus pneumoniae24
Haemophilus influenzae41
Moraxella catarrhalis11
Staphylococcus aureus13
 Gram-negative rods42
Mycoplasma pneumoniae02
Chlamydophila pneumoniae00
Multiple pathogen infections
 Mixed viral10
 Viral + S. pneumoniae93
 Viral + other bacteria72
S. pneumoniae + other bacteria40
 Mixed other bacteria00

Abbreviation: AECOPD, acute exacerbations of chronic obstructive pulmonary disease.

Pneumonia procalcitonin analysis

Procalcitonin values were measured on day 1 (admission), day 2, and at one month convalescence. Mean procalcitonin values were higher in COPD patients with pneumonia compared with those with AECOPD only (Table 2). Procalcitonin values decreased significantly in both groups at the convalescent time point. Using published procalcitonin thresholds of ≥0.25 ng/mL as indicative of possible, and ≥0.5 ng/mL as probable bacterial infection, 59% of pneumonia patients would have been classified as possible and 48% as probable bacterial infection using the maximum procalcitonin on either the day 1 or day 2 measurement.15,16
Table 2

Procalcitonin values (ng/mL) of subjects with pneumonia compared with those with acute exacerbations of chronic obstructive pulmonary disease

Study group and dayMean ± SDProCT ng/mLMedian (IQR)ProCT ng/mLWilcoxon exact testAUC (95% CI)
Hospital day 1 (admission)
 Pneumonia (n = 56)3.62 ± 17.380.31 (1.29)P < 0.00010.76 (0.68–0.84)
 AECOPD (n = 181)0.39 ± 2.220.08 (0.07)
Hospital day 2
 Pneumonia (n = 54)3.30 ± 10.320.33 (0.69)P < 0.00010.75 (0.67–0.82)
 AECOPD (n = 172)0.49 ± 2.260.09 (0.09)
Maximum on day 1 or 2
 Pneumonia (n = 56)4.73 ± 17.920.39 (2.33)P < 0.00010.75 (0.67–0.83)
 AECOPD (n = 184)0.52 ± 2.310.09 (0.01)
Days 28–42
 Pneumonia (n = 46)0.22 ± 0.470.07 (0.09)P = 0.220.56 (0.46–0.66)
 AECOPD (n = 153)0.12 ± 0.330.06 (0.06)

Abbreviations: AECOPD, acute exacerbations of chronic obstructive pulmonary disease; AUC, area under the concentration-time curve; CI, confidence interval; IQR, interquartile range; ProCT, procalcitonin.

AECOPD procalcitonin analysis

Clinical features

Because empiric antibiotics are recommended for all patients with pneumonia, further analyses were restricted to those with AECOPD only. In contrast with subjects with radiographic evidence of pneumonia, only 31 of 184 (17%) in the AECOPD group had procalcitonin values ≥0.25 ng/mL. Clinical features associated with a procalcitonin value < or ≥0.25 ng/mL in the AECOPD group are shown in Table 3. Patients with elevated procalcitonin values more often received inhaled or oral steroids, had higher white blood cell levels, temperature, intensive care unit admission rates, and CURB-65 scores. Of note, the frequency of subjects having the three cardinal symptoms warranting antibiotics, as defined by Anthonisen criteria (increased dyspnea, sputum volume, sputum purulence), were similar in the two groups, as were the rates of documented bacterial infections. Clinical features were evaluated by logistic regression [odds ratio (OR), 95% confidence interval (CI)] and elevated white blood cells (OR 1.2 [95% CI 1.1–1.3], P = 0.0004), temperature (OR 1.9 [95% CI 1.2–3.0], P = 0.01). and ICU admission (OR 3.9 [95% CI 1.3–3.0], P = 0.01) remained significant associations.
Table 3

Clinical characteristics of subjects with nonpneumonic acute exacerbations of chronic obstructive pulmonary disease stratified by procalcitonin values above and below 0.25 ng/mL

ProCT < 0.25 ng/mLn = 153ProCT ≥ 0.25 ng/mLn = 31P value
Age (mean ± SD)66.3 ± 12.368.8 ± 14.20.31
Male (%)83 (54)14 (45)0.43
Race, white131 (86)29 (90)0.58
Diabetes52 (34)11 (35)1.0
Congestive heart failure47 (31)13 (42)0.29
Influenza vaccine108 (71)24 (74)0.52
Pneumococcal vaccine144 (94)30 (97)1.0
Chronic oral steroid use25 (16)11 (35)0.02
Chronic inhaled steroid use83 (54)24 (77)0.02
Home oxygen use63 (41)17 (55)0.17
Symptoms (%)
 Upper respiratory tract infection116 (76)20 (65)0.26
 Cough144 (94)29 (94)0.44
 Sputum production*120 (78)26 (84)0.62
 Purulent sputum*91 (59)18 (58)1.0
 Dyspnea*148 (97)30 (97)1.0
 Three Anthonisen criteria present87 (57)17 (55)0.85
 Rigors35 (23)6 (19)0.48
Physical examination (%)
 Wheezing123 (80)23 (74)0.48
 Rales36 (24)11 (35)0.18
 Rhonchi43 (28)8 (26)1.0
 Diaphoresis14 (9)7 (23)0.06
 Temperature (mean ± SD)36.9 ± 0.737.3 ± 1.20.01
 Respiratory rate (mean ± SD)26 ± 627 ± 100.17
 Oxygen saturation (mean ± SD)91.7 ± 692.8 ± 5.10.31
White blood cells × 103/mL (mean ± SD)10.4 ± 3.914.2 ± 6.40.0001
 % neutrophils (mean ± SD)72 ± 1375 ± 160.16
 % band forms (mean ± SD)1.5 ± 2.42.8 ± 3.70.01
CURB-65 score1.6 ± 1.02.3 ± 1.00.0002
Bacterial infection documented24 (16)8 (26)0.20
Intensive care12 (8)8 (26)0.008
Length of stay7 ± 328 ± 90.93
Death3 (2)1 (3)0.52

Note:

Anthonisen criteria.

Abbreviations: SD, standard deviation; ProCT, procalcitonin.

Microbiology

Clinical features were not significantly different for AECOPD due to viral infection alone compared with those with bacterial infection alone or mixed viral bacterial infection with the exception of greater inhaled corticosteroid use in the bacterial infection alone + mixed viral bacterial infection group (data not shown). Maximum procalcitonin values on day 1 or 2 in patients with bacterial infection (bacterial infection alone + mixed viral bacterial infection) were compared with those without bacterial infection (viral infection alone + no pathogen identified) and were not significantly different (Table 4, analysis A). Because procalcitonin is thought to be attenuated by virally induced interferon, procalcitonin values were compared for those having bacterial infection alone with those having both bacterial and viral infection (Table 4, analysis B). Procalcitonin values were slightly higher in the mixed viral bacterial infection group compared with the bacterial infection alone group, indicating that the presence of concomitant viral infection does not significantly attenuate the procalcitonin response in patients with dual infections. Furthermore, among patients with known viral infection (viral infection alone or mixed viral bacterial infection, Table 4, analysis C), procalcitonin values were significantly higher in the mixed viral bacterial infection group. Given the lack of difference noted in analysis A, this finding might suggest that the presence of a viral infection is necessary for invasive bacterial infection. Using the ≥0.25 ng/mL threshold, the specificity for bacterial infection among patients with a documented viral infection was 96% but sensitivity was low at 31%, with a positive predictive value of 83% and negative predictive value of 69% (Figure 2). Although a significant difference in the mean and median procalcitonin values in this group could be demonstrated, discrimination between viral and bacterial coinfection by procalcitonin was poor (Figure 3). Although only one of 25 patients with virus infection alone would have been misclassified as possible bacterial infection, 11 of 16 patients (69%) with concomitant bacterial infection would have been categorized as low risk of bacterial infection. Interestingly, the single patient with a viral infection alone and elevated procalcitonin levels had influenza complicated by pericardial tamponade, necessitating surgical intervention on the second hospital day. As demonstrated in Figure 3, most subjects in any category (viral alone, viral + bacterial, or bacterial alone) fell below the 0.25 ng/mL threshold on day 1 or 2 of hospitalization.
Table 4

Maximum day 1 or 2 serum ProCT values in subjects with acute exacerbations of chronic obstructive pulmonary disease and reliable bacteriology

AnalysisGroupsMean ± SDProCT ng/mLMedian (IQR)ProCT ng/mLWilcoxon exact testAUC (95% CI)
AAny bacterialn = 320.32 ± 0.570.10 (0.17)P = 0.060.62 (0.49–0.74)
Nonbacterialn = 720.20 ± 0.660.08 (0.06)
BBacterial alonen = 160.17 ± 0.210.09 (0.09)P = 0.060.70 (0.51–0.88)
Bacterial + virusn = 160.46 ± 0.760.14 (0.25)
CBacterial + virusn = 160.46 ± 0.760.14 (0.25)P = 0.030.70 (0.53–0.87)
Virus alonen = 250.11 ± 0.070.09 (0.07)

Abbreviations: AUC, area under the concentration-time curve; CI, confidence interval; IQR, interquartile range; ProCT, procalcitonin.

Figure 2

Receiver operator curve for procalcitonin as a diagnostic tool for bacterial infection in patients with a documented viral infection and acute exacerbations of chronic obstructive pulmonary disease without pneumonia. Specificity is indicated on y-axis and sensitivity on x-axis.

Figure 3

Procalcitonin values in subjects with acute exacerbations of chronic obstructive pulmonary disease without pneumonia. Individual procalcitonin values expressed as ng/mL on a log 10 scale. Viral alone patients are shown on admission (V1), day 2 (V2), and day 28 (V3) and bacterial + viral are shown on admission (BV1), day 2 (BV2), and day 28 (BV3) and bacterial alone on admission (B1), day 2 (B2), and day 28 (B3). The 0.25 ng/mL and 0.50 ng/mL procalcitonin levels are indicated by the dotted lines.

Discussion

Infection is a major cause of morbidity and mortality among patients with COPD.28 In COPD patients presenting to the hospital with dyspnea, our study demonstrates a wide variety of viral and bacterial pathogens, as well as a high incidence of pneumonia. Recently, use of procalcitonin to guide clinical decisions has been shown to reduce antibiotic use significantly in patients with respiratory illnesses without compromising composite patient outcomes in a number of randomized interventional trials.13–18,29 Although procalcitonin-guided decisions have been promulgated as a method to “rule out” bacterial infection, the 0.25 ng/mL threshold for recommending antibiotic treatment is not based on microbiologic data. Recovery without antibiotics or with an abbreviated course has been equated with the absence of a bacterial infection. The lack of microbiologic correlation with procalcitonin levels is likely to slow endorsement of procalcitonin-guided management in respiratory illness.19,30,31 Ours is the first study in the US to examine the utility of procalcitonin levels in patients with COPD, and consistent with the European literature, we found that a high procalcitonin level was relatively specific for invasive bacterial disease such as pneumonia.32,33 In addition, elevated procalcitonin values in the AECOPD group correlated with higher temperature, white blood cells, and more severe illness, suggesting the possibility of occult pneumonia. Thus, high procalcitonin values may alert clinicians to the presence of bacterial pneumonia when the chest radiograph results are negative or ambiguous. However, our results also indicate that minor elevations at the low end of the procalcitonin spectrum do not correlate with bacterial infection for subjects with AECOPD alone. It has been estimated that approximately 40%–50% of AECOPD cases are due to bacterial infections.34 The precise contribution of bacterial infection is difficult to define because the airways of COPD patients may be chronically colonized.3,4 Acquisition of new strains of Haemophilus influenzae and Moraxella catarrhalis, rather than bacterial load, appears to be the most important factor in the pathogenesis of acute exacerbations.35 This factor has not been accounted for in AECOPD antibiotic trials and might explain the modest beneficial effects of antimicrobial treatments observed. We accept that some subjects who were classified as having bacterial infection in our study were colonized rather than infected. However, only 17% of patients overall with AECOPD and without pneumonia, and only 25% of those with evidence of bacterial infection had procalcitonin levels ≥0.25 ng/mL. While it is possible that this small subgroup represents those who will actually benefit from antibiotic treatment, such a conclusion is premature. Notably, of those with procalcitonin levels <0.25 ng/mL, 57% had three Anthonisen criteria, suggesting they would benefit from antibiotic treatment based on past studies.36 Thus, only two conclusions are possible, ie, either the contribution of bacterial infection in AECOPD has been markedly overestimated or procalcitonin values do not differentiate bacterial bronchitis from viral or noninfectious etiologies. Our study adds to the growing body of literature which questions the utility of procalcitonin levels to discriminate viral-associated from bacterial-associated AECOPD. In a study by Daniels et al, procalcitonin levels were measured in outpatients enrolled in a trial of doxycycline for AECOPD.37 A significant benefit of doxycycline was noted for patients with procalcitonin levels <0.1 ng/mL. In this study, as well as in two additional reports, no differences in procalcitonin levels were noted in patients with or without bacteria in sputum during exacerbation.32,37,38 Our study provides the most rigorous microbiologic analysis of moderate to severe illness requiring hospitalization to date, particularly for subjects who were deemed negative for bacterial infection. Unlike prior studies, we did not consider patients to be free of bacterial infection unless adequate samples were taken in a timely fashion and without antibiotic use prior to hospitalization. Our study had several limitations. The number of patients with documented bacterial infection was relatively small. However, large numbers of subjects are not needed to show that a test is insensitive, especially if missing even a few patients with potentially treatable bacterial infections is considered unacceptable. Because medical information was restricted to that available in the hospital medical record, we could not classify the stage of COPD using GOLD criteria in our subjects. Lastly, we did not test for rhinovirus, a common pathogen in this population, although this omission does not invalidate the findings for those patients with a viral or bacterial infection identified. In conclusion, we found that elevated serum procalcitonin levels are associated with more severe illness in patients hospitalized with symptoms of AECOPD and that high values may alert clinicians to the possibility of pneumonia. However, low procalcitonin values do not “rule out” bacterial infection in AECOPD. Before procalcitonin-based treatment algorithms are endorsed, additional studies in COPD patients should be performed. Clinical trials focusing on antibiotic benefit are needed specifically in patients with nonpneumonic exacerbations associated with low procalcitonin values.
  36 in total

1.  The future diagnostic role of procalcitonin levels: the need for improved sensitivity.

Authors:  Eric Nylen; Beat Muller; Kenneth L Becker; Richard Snider
Journal:  Clin Infect Dis       Date:  2003-03-15       Impact factor: 9.079

Review 2.  Clinical review 167: Procalcitonin and the calcitonin gene family of peptides in inflammation, infection, and sepsis: a journey from calcitonin back to its precursors.

Authors:  K L Becker; E S Nylén; J C White; B Müller; R H Snider
Journal:  J Clin Endocrinol Metab       Date:  2004-04       Impact factor: 5.958

3.  Effect of procalcitonin-guided treatment on antibiotic use and outcome in lower respiratory tract infections: cluster-randomised, single-blinded intervention trial.

Authors:  Mirjam Christ-Crain; Daiana Jaccard-Stolz; Roland Bingisser; Mikael M Gencay; Peter R Huber; Michael Tamm; Beat Müller
Journal:  Lancet       Date:  2004-02-21       Impact factor: 79.321

Review 4.  Global strategy for the diagnosis, management, and prevention of chronic obstructive pulmonary disease. NHLBI/WHO Global Initiative for Chronic Obstructive Lung Disease (GOLD) Workshop summary.

Authors:  R A Pauwels; A S Buist; P M Calverley; C R Jenkins; S S Hurd
Journal:  Am J Respir Crit Care Med       Date:  2001-04       Impact factor: 21.405

Review 5.  The role of bacteria in exacerbations of COPD. A constructive view.

Authors:  T F Murphy; S Sethi; M S Niederman
Journal:  Chest       Date:  2000-07       Impact factor: 9.410

6.  Human metapneumovirus infections in young and elderly adults.

Authors:  Ann R Falsey; Dean Erdman; Larry J Anderson; Edward E Walsh
Journal:  J Infect Dis       Date:  2003-02-24       Impact factor: 5.226

7.  Antibiotic therapy in exacerbations of chronic obstructive pulmonary disease.

Authors:  N R Anthonisen; J Manfreda; C P Warren; E S Hershfield; G K Harding; N A Nelson
Journal:  Ann Intern Med       Date:  1987-02       Impact factor: 25.391

8.  New strains of bacteria and exacerbations of chronic obstructive pulmonary disease.

Authors:  Sanjay Sethi; Nancy Evans; Brydon J B Grant; Timothy F Murphy
Journal:  N Engl J Med       Date:  2002-08-15       Impact factor: 91.245

9.  Comparison of quantitative reverse transcription-PCR to viral culture for assessment of respiratory syncytial virus shedding.

Authors:  Ann R Falsey; Maria A Formica; John J Treanor; Edward E Walsh
Journal:  J Clin Microbiol       Date:  2003-09       Impact factor: 5.948

10.  Value of procalcitonin, C-reactive protein, and neopterin in exacerbations of chronic obstructive pulmonary disease.

Authors:  Alicia Lacoma; Cristina Prat; Felipe Andreo; Luis Lores; Juan Ruiz-Manzano; Vicente Ausina; Jose Domínguez
Journal:  Int J Chron Obstruct Pulmon Dis       Date:  2011-02-28
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  16 in total

1.  Reply to Musher et al.

Authors:  Ann R Falsey; Edward E Walsh
Journal:  J Infect Dis       Date:  2013-11-11       Impact factor: 5.226

2.  Optimal cut-off value of serum procalcitonin in predicting bacterial infection induced acute exacerbation in chronic obstructive pulmonary disease: A prospective observational study.

Authors:  Yan-Ping Ye; Hang Zhao; Tao Kang; Li-Hua Zhao; Ning Li; Jing Chen; Xiao-Xia Peng
Journal:  Chron Respir Dis       Date:  2022 Jan-Dec       Impact factor: 3.115

3.  Procalcitonin and C-reactive protein cannot differentiate bacterial or viral infection in COPD exacerbation requiring emergency department visits.

Authors:  Chih-Hao Chang; Kuo-Chien Tsao; Han-Chung Hu; Chung-Chi Huang; Kuo-Chin Kao; Ning-Hung Chen; Cheng-Ta Yang; Ying-Huang Tsai; Meng-Jer Hsieh
Journal:  Int J Chron Obstruct Pulmon Dis       Date:  2015-04-13

4.  Postobstructive Pneumonia: An Underdescribed Syndrome.

Authors:  Michael S Abers; Barcleigh P Sandvall; Rahul Sampath; Carlo Zuno; Natalie Uy; Victor L Yu; Charles E Stager; Daniel M Musher
Journal:  Clin Infect Dis       Date:  2016-02-21       Impact factor: 9.079

Review 5.  Host Biomarkers for Distinguishing Bacterial from Non-Bacterial Causes of Acute Febrile Illness: A Comprehensive Review.

Authors:  Anokhi J Kapasi; Sabine Dittrich; Iveth J González; Timothy C Rodwell
Journal:  PLoS One       Date:  2016-08-03       Impact factor: 3.240

Review 6.  A Systematic Review of Diagnostic Biomarkers of COPD Exacerbation.

Authors:  Yu-Wei Roy Chen; Janice M Leung; Don D Sin
Journal:  PLoS One       Date:  2016-07-19       Impact factor: 3.240

7.  Bacterial complications of respiratory tract viral illness: a comprehensive evaluation.

Authors:  Ann R Falsey; Kenneth L Becker; Andrew J Swinburne; Eric S Nylen; Maria A Formica; Patricia A Hennessey; Mary M Criddle; Derick R Peterson; Andrea Baran; Edward E Walsh
Journal:  J Infect Dis       Date:  2013-05-09       Impact factor: 5.226

8.  Antibiotic Discontinuation Rates Associated with Positive Respiratory Viral Panel and Low Procalcitonin Results in Proven or Suspected Respiratory Infections.

Authors:  Tristan Timbrook; Meshell Maxam; John Bosso
Journal:  Infect Dis Ther       Date:  2015-09-05

Review 9.  Biomarkers in chronic obstructive pulmonary disease: confusing or useful?

Authors:  Robert A Stockley
Journal:  Int J Chron Obstruct Pulmon Dis       Date:  2014-02-07

Review 10.  The Use of Serum Procalcitonin as a Diagnostic and Prognostic Biomarker in Chronic Obstructive Pulmonary Disease Exacerbations: A Literature Review Update.

Authors:  Nikolaos-Dimitrios Pantzaris; Diamantina-Xanthi Spilioti; Aikaterini Psaromyalou; Ioanna Koniari; Dimitrios Velissaris
Journal:  J Clin Med Res       Date:  2018-06-04
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