| Literature DB >> 30375435 |
Athanasios Makristathis1, Nicole Harrison2, Franz Ratzinger3, Manuel Kussmann2, Brigitte Selitsch4, Christina Forstner2,5, Alexander M Hirschl4, Heinz Burgmann2.
Abstract
This study analyzed the performance of different molecular technologies along with blood culture (BC) in the diagnosis of bloodstream infections (BSI) in patients from internal medicine wards - including intensive care units (ICUs) - and the emergency room. Patients with systemic inflammatory response syndrome were prospectively included. BCs and EDTA whole blood were obtained simultaneously. The latter was analyzed by PCR combined with electrospray ionization mass spectrometry (PCR/ESI-MS; IRIDICA BAC BSI assay, Abbott) and by SeptiFast (Roche). Cases were classified as BSI according to adapted European Centre for Disease Prevention and Control criteria. Out of 462 analyzed episodes, 193 with valid test results fulfilled the inclusion criteria and were further evaluated. Sixty-nine (35.8%) were classified as BSI. PCR/ESI-MS showed a significantly better overall performance than BC (p = 0.004) or SeptiFast (p = 0.034). Only in patients from the ICU the performance of SeptiFast was comparable to that of PCR/ESI-MS. Mainly due to the negative effect of antimicrobial pre-treatment on BC results, the cumulative performance of each of the molecular tests with BC was significantly higher than that of BC alone (p < 0.001). SeptiFast and in particular the broad-range pathogen detection system PCR/ESI-MS proved to be an essential addition to BC-based diagnostics in BSI.Entities:
Mesh:
Year: 2018 PMID: 30375435 PMCID: PMC6207717 DOI: 10.1038/s41598-018-34298-7
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Demographic and clinical data of study patients.
| Parameter | Non-BSI (n = 124, 64.2%) | BSI (n = 69, 35.8%) | p-value |
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| Male:Female | 83:41 | 45:24 | 0.874 |
| ER:ICU:SC:SC o/h | 6:16:57:45 | 10:9:30:20 | 0.125 |
| Neoplasia | 55 (44.7%) | 27 (39.7%) | 0.544 |
| Antibiotics naivety | 53 (42.7%) | 28 (40.6%) | 0.879 |
| Intubation | 13 (10.5%) | 12 (17.4%) | 0.180 |
| Urinary catheter | 21 (17.2%) | 21 (30.4%) | 0.045 |
| Central venous catheter | 30 (24.2%) | 33 (47.8%) | 0.001a |
| Other catheter types | 20 (16.1%) | 14 (20.3%) | 0.555 |
| Chillsb | 51 (41.1%) | 34 (49.3%) | 0.293 |
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| Age | 57.0 (37.0–69.0) | 56.0 (48.0–68.0) | 0.923 |
| BMI | 25.0 (19.5–28.0) | 23.0 (18.0–28.0) | 0.347 |
| Heart beat rate | 100.0 (92.0–106.0) | 100.0 (93.0–113.5) | 0.115 |
| Body temperature | 38.3 (38.1–38.9) | 38.4 (38.1–39.0) | 0.398 |
| MAP | 84.7 (75.9–94.7) | 81.8 (70.0–91.7) | 0.088 |
| Respiration rate | 24.0 (23.0–28.0) | 24.0 (21.0–28.0) | 0.438 |
| Oxygen saturation | 97.0 (94.0–98.0) | 96.0 (91.0–97.0) | 0.123 |
| CRP | 9.6 (5.4–18.6) | 12.1 (5.7–22.5) | 0.564 |
| Neutrophils (%) | 74.3 (49.3–84.8) | 81.2 (60.7–88.2) | 0.047 |
| Lymphocytes (%) | 14.6 (7.4–27.5) | 7.5 (4.9–23.4) | 0.029 |
| N/L ratio | 5.1 (2.4–11.3) | 10.8 (2.8–17.4) | 0.042 |
| White blood cell count | 7.8 (2.1–13.1) | 9.5 (1.5–14.5) | 0.805 |
BSI = bloodstream infection; ER = emergency room; ICU = intensive care unit; SC = standard care wards; SC o/h = standard care wards oncology/hematology; asignificant after applying the Bonferroni-Holm correction; bin 45 cases (non-BSI: n = 27; BSI: n = 18) occurrence of chills was not assessable; BMI = body mass index; MAP = mean arterial pressure; CRP = C-reactive protein; N/L Ratio = neutrophils/lymphocytes ratio.
Figure 1Overall distribution of potential pathogens. *Out of three cases with Streptococcus species detected by SeptiFast, two corresponded to Streptococcus mitis/oralis and one to Streptococcus agalactiae as shown by both BAC BSI and blood culture; in another case Streptococcus agalactiae was detected only by BAC BSI. **Fungus other than Candica species was detected, but identification could not be provided.
BAC BSI and SeptiFast in comparison to blood culture.
| blood culture | BAC BSI | SeptiFast | ||
|---|---|---|---|---|
| neg | pos | neg | pos | |
| neg | 122 | 29 | 140 | 11 |
| pos | 8 | 34 | 11 | 31 |
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| % sensitivity (95% CI) | 81.0 (65.9–91.4) | 73.8 (58.0–86.1) | ||
| % specificity (95% CI) | 80.8 (73.6–86.7) | 92.7 (87.3–96.3) | ||
| % PPV (95% CI) | 54.0 (45.0–62.7) | 73.8 (60.8–83.7) | ||
| % NPV (95% CI) | 93.9 (89.0–96.6) | 92.7 (88.4–95.5) | ||
ROC-AUC = receiver operating characteristic-area under the curve; PPV = positive predictive value; NPV = negative predictive value; CI = confidence interval.
Test performance in comparison to BSI diagnosis according to the adapted ECDC criteria.
| BSI | BC | BAC BSI | SeptiFast | BC + BAC BSI | BC + SeptiFast | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| neg | pos | neg | pos | neg | pos | neg | pos | neg | pos | |
| neg | 115 | 9 | 119 | 5 | 124 | 0 | 111 | 13 | 115 | 9 |
| pos | 27 | 42 | 11 | 58 | 27 | 42 | 3 | 66 | 16 | 53 |
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| % sensitivity (95% CI) | 60.9 (48.4–72.4) | 84.1 (73.3–91.8) | 60.9 (48.4–72.4) | 95.7 (87.8–99.1) | 76.8 (65.1–86.1) | |||||
| % specificity (95% CI) | 92.7 (86.7–96.6) | 96.0 (90.8–98.7) | 100 (97.1–100) | 89.5 (82.7–94.3) | 92.7 (86.7–96.6) | |||||
| % PPV (95% CI) | 82.4 (70.8–90.0) | 92.1 (83.0–96.5) | 100 (−) | 83.5 (75.2–89.5) | 85.5 (75.6–91.8) | |||||
| % NPV (95% CI) | 81.0 (76.0–85.2) | 91.5 (86.3–94.9) | 82.1 (77.4–86.0) | 97.4 (92.4–99.1) | 87.8 (82.3–91.7) | |||||
BSI = bloodstream infection; ECDC = European Centre for Disease Prevention and Control; BC = blood culture; ROC-AUC = receiver operating characteristic-area under the curve; PPV = positive predictive value; NPV = negative predictive value; CI = confidence interval; aBAC BSI vs. BC: p = 0.004 and BAC BSI vs. SeptiFast: p = 0.034, bBC + BAC BSI vs. BC: p < 0.001 and BC + BAC BSI vs. BC + SeptiFast: p = 0.011, cBC + SeptiFast vs. BC: p < 0.001 as assessed by the Hanley & McNeil test.
Test performance in association with therapy, assigning ward and infection source.
| patient subgroup | test performance characteristics (95% CI) | blood culture (BC) | BAC BSI | SeptiFast (SF) | |
|---|---|---|---|---|---|
| antimicrobial therapy | no (n = 81, 35% BSI) | ROC-AUC | 0.91 (0.82–0.96) | 0.91 (0.83–0.96) | 0.88 (0.78–0.94) |
| % PPV | 86.2 (70.7–94.2) | 92.3 (75.3–97.9) | 100 (–) | ||
| % NPV | 94.2 (84.8–97.9) | 92.7 (83.7–96.9) | 88.3 (79.9–93.5) | ||
| yes (n = 112, 36% BSI) | ROC-AUC | 0.67 (0.58–0.76) | 0.89 (0.82–0.94)a | 0.76 (0.67–0.83) | |
| % PPV | 77.3 (57.5–89.5) | 91.9 (78.8–97.2) | 100 (–) | ||
| % NPV | 73.3 (67.8–78.2) | 90.7 (83.2–95.0) | 78.0 (72.2–82.9) | ||
| assigning ward | emergency room (n = 16, 63% BSI) | ROC-AUC | 0.95 (0.72–1) | 0.87 (0.61–0.98) | 0.85 (0.59–0.98) |
| % PPV | 100 (−) | 90.0 (59.8–98.2) | 100 (−) | ||
| % NPV | 85.7 (48.3–97.5) | 83.3 (42.9–97.1) | 66.7 (43.7–83.8) | ||
| intensive care unit (n = 25, 36% BSI) | ROC-AUC | 0.60 (0.39–0.79) | 0.94 (0.77–1)b | 0.89 (0.70–0.98)c | |
| % PPV | 60.0 (23.4–88.1) | 100 (−) | 100 (−) | ||
| % NPV | 70.0 (58.7–79.3) | 94.1 (71.6–99.9) | 88.9 (70.2–96.4) | ||
| standard care (n = 87, 35% BSI) | ROC-AUC | 0.81 (0.71–0.88) | 0.89 (0.81–0.95) | 0.80 (0.70–0.88) | |
| % PPV | 87.0 (68.3–95.4) | 89.3 (73.2–96.2) | 100 (−) | ||
| % NPV | 84.4 (76.4–90.0) | 91.5 (82.9–96.0) | 82.6 (75.4–88.0) | ||
| standard care oncology/hematology (n = 65, 29% BSI) | ROC-AUC | 0.71 (0.58–0.81) | 0.89 (0.79–0.95)d | 0.75 (0.63–0.85) | |
| % PPV | 71.4 (47.1–87.5) | 94.1 (69.5–99.1) | 100 (–) | ||
| % NPV | 80.4 (72.4–86.5) | 91.7 (82.1–96.4) | 81.8 (74.4–87.5) | ||
| infection source | Unknown (n = 96, 24% BSI) | ROC-AUC | 0.79 (0.68–0.86) | 0.87 (0.78–0.93) | 0.81 (0.72–0.89) |
| % PPV | 75.9 (54.9–88.1) | 94.7 (71.7–99.2) | 100 (−) | ||
| % NPV | 88.2 (81.6–92.6) | 92.2 (85.5–95.9) | 88.9 (82.7–93.1) | ||
| Respiratory tract (n = 47; 32% BSI) | ROC-AUC | 0.57 (0.42–0.71) | 0.95 (0.85–0.99)e | 0.73 (0.58–0.85) | |
| % PPV | 60.0 (21.8–89.0) | 83.3 (63.0–93.6) | 100 (−) | ||
| % NPV | 71.4 (65.7–76.6) | 100 (–) | 80.0 (71.4–86.5) | ||
| Urinary tract (n = 19, 42% BSI) | ROC-AUC | 0.83 (0.59–0.96) | 0.83 (0.59–0.96) | 0.75 (0.50–0.92) | |
| % PPV | 85.7 (47.0–97.6) | 85.7 (47.0–97.6) | 100 (−) | ||
| % NPV | 83.3 (59.7–94.4) | 83.3 (59.7–94.4) | 73.3 (57.9–84.6) | ||
| Central venous catheter (n = 14, 86% BSI) | ROC-AUC | 0.63 (0.34–0.86) | 0.92 (0.65–1.00) | 0.88 (0.59–0.99) | |
| % PPV | 90.0 (68.4–97.4) | 100 (−) | 100 (−) | ||
| % NPV | 25.0 (5.8–64.5) | 50.0 (22.0–78.0) | 40.0 (20.0–64.0) | ||
| Others (n = 17, 59% BSI) | ROC-AUC | 0.95 (0.73–0.99) | 0.95 (0.73–1.00) | 0.85 (0.60–0.97) | |
| % PPV | 100 (−) | 100 (−) | 100 (−) | ||
| % NPV | 87.5 (52.2–97.8) | 87.5 (52.2–97.8) | 70.0 (47.5–85.7) | ||
BSI = bloodstream infection according to the adapted European Centre for Disease Prevention and Control criteria; ROC-AUC = receiver operating characteristic-area under the curve; PPV = positive predictive value; NPV = negative predictive value; CI = confidence interval; aBAC BSI vs. BC: p < 0.001 and BAC BSI vs. SF: p = 0.028, bBAC BSI vs. BC: p = 0.007, cSF vs. BC: p = 0.049, dBAC BSI vs. BC: p = 0.020,eBAC BSI vs. BC: p < 0.001 and BAC BSI vs. SF: p = 0.020 as assessed by the Hanley & McNeil test.