| Literature DB >> 25923662 |
Victoria C Ewan1, Andrew D Sails2, Angus W G Walls3, Steven Rushton4, Julia L Newton1.
Abstract
METHODS: We obtained a time series of tongue/throat swabs from 90 patients with lower limb fracture, aged 65-101 in a general hospital in the North East of England between April 2009-July 2010. We used novel real-time multiplex PCR assays to detect S. aureus, MRSA, E. coli, P. aeruginosa, S. pneumoniae, H. influenza and Acinetobacter spp. We collected data on dental/denture plaque (modified Quigley-Hein index) and outcomes of clinician-diagnosed HAP.Entities:
Mesh:
Year: 2015 PMID: 25923662 PMCID: PMC4414413 DOI: 10.1371/journal.pone.0123622
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Consort diagram of screened study participants.
Baseline characteristics of study cohort, shown by patients with or without HAP (Fisher’s exact test).
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| >2 samples positive, any bug | 53/90 | 8/10 | 45/80 | 0.188 | 3.08 (0.56–31.53) |
| >2 samples positive, opportunistic orgs only | 17/90 | 6/10 | 11/80 | 0.003 | 9.05 (1.82–51.27) |
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| 0.06,0 (0–1) | 0.14, 0 (0–1) | 0.05,0 (0–1) | 0.091 | |
| MRSA col index | 0.03, 0 (0–1) | 0.05,0 (0–0.37) | 0.03, 0 (0–1) | 0.197 | |
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| 0.03,0 (0–1) | 0.14,0 (0–1) | 0.02,0 (0–0.5) | 0.036 | |
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| 0.03,0 (0–0.5) | 0.05,0 (0–0.4) | 0.03,0 (0–0.5) | 0.125 | |
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| 0.25,0 (0–1) | 0.12.0 (0–0.87) | 0.27,0 (0–1) | 0.771 | |
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| 0.08,0 (0–0.9) | 0.05,0 (0–0.25) | 0.09,0 (0–0.9) | 0.330 | |
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| 0.01, 0 (0–0.33) | 0,0 (0) | 0.02,0 (0–0.33) | 1 | |
| Age | 81 | 83.5 | 80.58 | 0.061 | |
| Female | 61/90 | 5/10 | 56/80 | 0.281 | 0.43 (0.09–2.07) |
| Clinical Frailty Scale | 4.29 | 5 | 4.2 | 0.570 | |
| Charlson index | 5 | 7.4 | 5.1 | 0.067 | |
| HABAM (mobility score) | 52 | 45.7, 50.5 (18–61) | 52.4 | 0.194 | |
| Barthel score | 18.17, 20 (4–20) | 16.1, 19 (4–20) | 18.43, 20 (4–20) | 0.143 | |
| Number of teeth | 8.5, 5 (0–28) | 10, 7 (0–27) | 8.3, 3.5 (0–28) | 0.353 | |
| Denture wearing | 64/90 (71%) | 8/10 | 56/80 | 0.718 | 1.71 (0.31–17.66) |
| Home dwelling | 75/90 (83%) | 6/10 | 69/80 | 0.058 | 0.24 (0.05–1.37) |
| PQS day 1 n = 89 | 2.4, 2 (1–4) | 1.9, 3 (1–4) | 2.5, 2 (1–4) | 0.265 | |
| PQS day 7 n = 78 | 2.7, 3 (1–4) | 3, 3.5 (1–4) | 2.6, 3 (1–4) | 0.403 | |
| PQS day 14 n = 61 | 2.5, 3 (1–4) | 3, 3 (1–4) | 2.4, 2 (1–4) | 0.451 | |
| Deprivation score | 26.2, 20.5 (2.3–71.7) | 18.67, 14.0 (3.7–49.5) | 27.1, 22.4 (2.3–71.7) | 0.058 | |
| Number of drugs (admission) | 6 | 5.9 | 6.3 | 0.758 | |
| Proton pump inhibitor | 26/90 | 2/10 | 24/80 | 0.718 | 0.59 (0.06–3.25) |
| Angiotensin converting enzyme inhibitor | 20/90 | 1/10 | 19/80 | 0.448 | 0.36 (0.01–2.90) |
| Sedating drugs | 32/90 | 6/10 | 26/80 | 0.157 | 3.07 (0.66–16.15) |
| Inhaled steroid | 14/90 | 0/10 | 14/80 | 0.351 | 0.00 (0.00–2.41) |
| Oral steroid (<7.5mg) | 6/90 | 1/10 | 5/90 | 0.517 | 1.66 (0.03 17.49) |
| Statin | 48/90 | 7/10 | 41/80 | 0.327 | 2.20 (0.46–14.12) |
| Cefuroxime perioperatively | 20/87 | 3/10 | 17/77 | 0.690 | 0.66 (0.13–4.41) |
| Teicoplanin perioperatively | 67/87 | 7/10 | 60/77 | NA | |
| Number of comorbidities n = 89 | 6 | 6.4 | 6.4 | 0.913 | |
| Number of complications | 10, 8 (0–50) | 21.6, 18.5 (5–50) | 8.4, 7 (0–36) | 0.001 | |
| COPD | 17/90 (19%) | 1/10 | 16/80 | 0.680 | 0.45 (0.01–3.67) |
| Any respiratory comorbidity | 21/90 (23%) | 3/10 | 18/80 | 0.693 | 1.47 (0.22–7.30) |
| Cerebrovascular disease | 16/90 (18%) | 1/10 | 15/80 | 0.684 | 0.48 (0.01–4.00) |
| Cardiovascular disease | 30/90 (33%) | 3/10 | 27/80 | 1 | 0.84 (0.13–4.06) |
| Diabetes mellitus | 9/90 (10%) | 2/10 | 7/80 | 0.261 | 2.57 (0.22–17.15) |
| Dementia | 6/90 (7%) | 2/10 | 4/80 | 0.131 | 4.62 (0.36–38.76) |
| Active cancer | 4/90 (4%) | 4/10 | 3/80 | 0.002 | 15.97 (2.18–136.36) |
| Antibiotics pre admission | 15/90 (17%) | 3/10 | 12/80 | 0.361 | 2.40 (0.35–12.51) |
| Current smoking | 14/90 (16%) | 2/10 | 12/80 | 0.651 | 1.41 (0.13–8.40) |
| Current or ex smoking | 60/90 (67%) | 8/10 | 52/80 | 0.486 | 2.4 (0.39–22.0) |
| Operation length (mins) n = 87 | 88.90 | 91.50 | 88.56 | 0.175 | |
| Witnessed aspiration episode | 4/90 (4%) | 3/10 | 1/80 | 0.004 | 30.88 (2.18–1773.08) |
| Length of stay (days) | 38, 26 (4–265) | 54.9, 46 (13–140) | 36.31, 24.50 (4–265) | 0.010 | |
| Death (all causes) | 15/90 (17%) | 8/10 | 7/80 | <0.001 | 38.18 (6.14–434.01) |
| Death (excluding active cancer) n = 83 | 11/83 (12%) | 4/10 | 7/73 | 0.001 | 17.23 (2.44–203.26) |
HAP = hospital acquired pneumonia, HABAM = Hierarchical Assessment of Balance and Mobility, PQS = Plaque quartile score, COPD = Combined obstructive pulmonary disease, d.p. = decimal places
*statistically significant p<0.01
aincludes benzodiazepines, selective serotonin reuptake inhibitors, tricyclic antidepressants, opiates, gabapentin or anti-epileptic drugs.
1Where mean and median were similar, only the mean is shown. Where there was large disparity between these values, mean, median and range are given.
Fig 2Diagrammatic representation of the time-point during admission that each organism was first detected (when an organism was detected twice or more, i.e. colonisation).
Note that these data are not cumulative, because some organisms might have been detected on the first sample, not on the second and then been detected again on the third sample. The shaded area of each circle represents the number of patients in whom colonisation with that organism was detected at that time-point. The vast majority of these organisms were first acquired on sample 1 or 2 (i.e. during the initial 3 days in hospital), and not later in the hospital stay.
Fig 3Risk of HAP by number of days in hospital.
The risk of HAP declined with number of days in hospital, with the highest risk being in the first six weeks (green dashed lines). Around 50% of cases occurred within the first 25 days (red dashed lines).
Relating HAP and patient factors using univariate generalised linear modelling.
| Variable | Estimate | Standard error | Z value | Null deviance | Residual deviance | P value | Odds ratio (95% confidence intervals)to 2 d.p. | |
|---|---|---|---|---|---|---|---|---|
| >2 samples positive, any bug | 1.135 | 0.822 | 1.381 | 62.790 on 89 | 60.541 on 88 | 0.167 | 3.11 (0.62–15.58) | |
| >2 samples positive, opportunistic orgs only1 | 2.242 | 0.723 | 3.103 | 62.790 on 89 | 53.084 on 88 | 0.002 ** | 9.41 (2.28–38.78) | |
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| 2.136 | 1.447 | 1.476 | 62.79 on 89 | 60.90 on 88 | 0.14 | 8.46 (0.50–144.33) | |
| MRSA col index | 1.146 | 1.980 | 0.579 | 62.790 on 89 | 62.502 on 88 | 0.563 | 3.14 (0.06–152.53) | |
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| 4.456 | 2.459 | 1.812 | 62.790 on 89 | 58.046 on 88 | 0.07. | 86.17 (0.70–10680.08) | |
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| 2.496 | 3.231 | 0.773 | 62.790 on 89 | 62.267 on 88 | 0.44 | 12.14 (0.02–6827.16) | |
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| -1.390 | 1.224 | -1.136 | 62.790 on 89 | 61.141 on 88 | 0.256 | 0.25 (0.02–2.74) | |
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| -1.449 | 2.471 | -0.586 | 62.790 on 89 | 62.367 on 88 | 0.558 | 0.23 (0.00–29.79) | |
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| -153.807 | 15919.098 | -0.01 | 62.79 on 89 | 60.81 on 88 | 0.992 | NA | |
| Age | 0.058 | 0.049 | 1.175 | 62.790 on 89 | 61.322 on 88 | 0.240 | 1.06 (0.96–1.17) | |
| Clinical frailty scale | 0.334 | 0.221 | 1.510 | 62.790 on 89 | 60.432 on 88 | 0.131 | 1.40 (0.91–2.15) | |
| Decreased mobility | -0.048 | 0.027 | -1.767 | 62.790 on 89 | 59.817 on 88 | 0.077 | 0.95 (0.90–1.01) | |
| Barthel index | -0.121 | 0.069 | -1.76 | 62.790 on 89 | 60.054 on 88 | 0.078. | 0.89 (0.77–1.01) | |
| Charlson index | 0.382 | 0.137 | 2.788 | 62.790 on 89 | 54.803 on 88 | 0.005 ** | 1.46 (1.12–1.92) | |
| Number of teeth | 0.017 | 0.033 | 0.516 | 62.790 on 89 | 62.528 on 88 | 0.606 | 1.02 (0.95–1.09) | |
| Day 1 PQS | -0.492 | 0.323 | -1.522 | 62.553 on 88 | 59.995 on 87 | 0.128 | 0.61 (0.32–1.15) | |
| Day 7 PQS (n = 78) | 0.3261 | 0.358 | 0.912 | 51.586 on 77 | 50.704 on 76 | 0.362 | 1.39 (0.69–2.79) | |
| IMD | -0.026 | 0.021 | -1.258 | 62.553 on 88 | 60.718 on 87 | 0.208 | 0.97 (0.94–1.01) | |
| Female | -0.847 | 0.678 | -1.250 | 62.790 on 89 | 61.255 on 88 | 0.211 | 0.43 (0.11–1.62) | |
| HABAM (mobility) | -0.048 | 0.027 | -1.767 | 62.790 on 89 | 59.817 on 88 | 0.077. | 0.95 (0.90–1.01) | |
| Denture wearing | 0.539 | 0.827 | 0.651 | 62.790 on 89 | 62.328 on 88 | 0.515 | 1.71 (0.34–8.68) | |
| Not home dwelling | 1.431 | 0.723 | 1.980 | 62.790 on 89 | 59.213 on 88 | 0.048 * | 4.18 (1.01–17.23) | |
| Number of drugs | -0.027 | 0.085 | -0.318 | 62.790 on 89 | 62.686 on 88 | 0.750 | 0.97 (0.82–1.15) | |
| PPI | -0.539 | -0.539 | -0.651 | 62.790 on 89 | 62.328 on 88 | 0.515 | 0.58 (1.68–0.20) | |
| ACE-I | -1.031 | 1.086 | -0.949 | 62.790 on 89 | 61.653 on 88 | 0.343 | 0.36 (0.04–3.00) | |
| Sedating drug | 1.136 | 0.688 | 1.651 | 62.790 on 89 | 59.996 on 88 | 0.099. | 3.12 (0.81–12.00) | |
| Inhaled steroids | -16.679 | 1743.249 | -0.010 | 62.790 on 89 | 59.185 on 88 | 0.992 | NA | |
| Oral steroids <7.5mg | 0.511 | 1.151 | 0.444 | 62.790 on 89 | 62.611 on 88 | 0.657 | 1.67 (0.17–15.90) | |
| Statin | 0.797 | 0.725 | 1.099 | 62.790 on 89 | 61.494 on 88 | 0.272 | 2.22 (0.54–9.20) | |
| Number of comorbidities | -0.004 | 0.113 | -0.037 | 62.790 on 89 | 62.788 on 88 | 0.97 | 1.00 (0.80–1.24) | |
| COPD | -0.811 | 1.091 | -0.744 | 62.790 on 89 | 62.126 on 88 | 0.457 | 0.44 (0.05–3.77) | |
| Any resp | 0.390 | 0.740 | 0.526 | 62.790 on 89 | 62.524 on 88 | 0.599 | 1.48 (0.35–6.30) | |
| Cerebrovascular disease | -0.731 | 1.092 | -0.669 | 62.790 on 89 | 62.263 on 88 | 0.503 | 0.48 (0.06–4.10) | |
| Diabetes mellitus | 0.958 | 0.884 | 1.084 | 62.790 on 89 | 61.757 on 88 | 0.278 | 2.61 (0.46–14.75) | |
| Dementia | 1.558 | 0.942 | 1.653 | 62.790 on 89 | 60.473 on 88 | 0.098. | 4.75 (0.75–30.12) | |
| Cardiovascular disease | -0.173 | 0.729 | -0.237 | 62.790 on 89 | 62.733 on 88 | 0.813 | 0.84 (0.20–3.51) | |
| Active cancer | 2.840 | 0.874 | 3.251 | 62.790 on 89 | 52.641 on 88 | 0.001 ** | 17.11 (3.09–94.80) | |
| Antibiotics pre admit | 0.887 | 0.758 | 1.171 | 62.790 on 89 | 61.539 on 88 | 0.242 | 2.43 (0.55–10.73) | |
| Current smoking | -0.348 | 0.850 | -0.410 | 62.790 on 89 | 62.631 on 88 | 0.682 | 0.71 (0.13–3.74) | |
| Ex or current smoker | -0.767 | 0.825 | 0.8246 | 62.790 on 89 | 61.817 on 88 | 0.352 | 0.46 (0.09–2.34) | |
| Length of stay (days)(log) | 0.825 | 0.413 | 1.999 | 62.790 on 89 | 58.503 on 88 | 0.046 * | 2.28 (1.02–5.12) | |
| Witnessed aspiration | 3.522 | 1.220 | 2.887 | 62.790 on 89 | 53.031 on 88 | 0.004 ** | 33.86 (3.10–370.07) | |
Abbreviations: HAP = hospital acquired pneumonia, d.p. = decimal places, PQS = plaque quartile score, IMD = Index of multiple deprivation score, HABAM = Hierarchical Assessment of Balance and Mobility, PPI = proton pump inhibitor, ACE-I = Angiotensin converting enzyme inhibitor, Cef vs teic = Whether the patient received Cefuroxime or Teicoplanin perioperatively, COPD = Combined obstructive pulmonary disease, Any resp = Any respiratory comorbidity, log = logarithim
Relating HAP/LRTI and patient factors using univariate generalised linear modelling.
| Variable | Estimate | Standard error | Z value | Null deviance | Residual deviance | P value | Odds ratio (95% confidence intervals)to 2 d.p. | |
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| >2 samples positive, any bug | 0.732 | 0.577 | 1.269 | 90.072 on 89 | 88.358 on 88 | 0.205 | 2.08 (0.67–6.45) | |
| >2 samples positive, opportunistic orgs only | 1.723 | 0.593 | 2.904 | 90.072 on 89 | 81.829 on 88 | 0.004 ** | 5.60 (1.75–17.92) | |
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| 3.256 | 1.480 | 2.201 | 90.072 on 89 | 84.580 on 88 | 0.028 * | 25.95 (1.43–471.92) | |
| MRSA col index | 3.484 | 2.086 | 1.670 | 90.072 on 89 | 86.456 on 88 | 0.095. | 32.59 (0.54–1944.49) | |
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| 2.802 | 2.008 | 1.395 | 90.072 on 89 | 87.789 on 88 | 0.163 | 16.48 (0.32–843.60) | |
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| 0.301 | 3.126 | 0.096 | 90.072 on 89 | 90.063 on 88 | 0.923 | 1.35 (0.00–619.09) | |
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| -1.303 | 0.894 | -1.457 | 90.072 on 89 | 87.503 on 88 | 0.145 | 0.27 (0.05–1.57) | |
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| 0.619 | 1.345 | 0.460 | 90.072 on 89 | 89.870 on 88 | 0.645 | 1.86 (0.13–25.94) | |
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| -6.336 | 8.645 | -0.733 | 90.072 on 89 | 89.295 on 88 | 0.464 | NA | |
| Age | 0.062 | 0.039 | 1.577 | 90.072 on 89 | 87.378 on 88 | 0.115 | 1.06 (0.99–1.15) | |
| Clinical frailty scale | 0.527 | 0.196 | 2.682 | 90.072 on 89 | 81.648 on 88 | 0.007 ** | 1.69 (1.15–2.49) | |
| Barthel index | -0.078 | 0.062 | -1.253 | 90.072 on 89 | 88.605 on 88 | 0.210 | 0.93 (0.82–1.04) | |
| Charlson index | 0.389 | 0.119 | 3.267 | 90.072 on 89 | 78.302 on 88 | 0.001 ** | 1.48 (1.17–1.86) | |
| Number of teeth | 0.017 | 0.026 | 0.650 | 90.072 on 89 | 89.656 on 88 | 0.516 | 1.02 (0.97–1.07) | |
| Day 1 PQS | 0.327 | 0.236 | 1.385 | 89.623 on 88 | 87.645 on 87 | 0.166 | 1.39 (0.87–2.20) | |
| Day 7 PQS | 0.367 | 0.268 | 1.368 | 79.159 on 77 | 77.171 on 76 | 0.171 | 1.44 (0.85–2.44) | |
| IMD | -0.004 | 0.014 | -0.322 | 89.623 on 88 | 89.518 on 87 | 0.748 | 1.00 (0.97–1.02) | |
| Female | -0.956 | 0.540 | -1.770 | 90.072 on 89 | 86.971 on 88 | 0.077. | 0.38 (0.13–1.11) | |
| HABAM (mobility) | -0.047 | 0.023 | -2.064 | 90.072 on 89 | 85.788 on 88 | 0.039 * | 0.95 (0.91–1.00) | |
| Denture wearing | 0.432 | 0.622 | 0.694 | 90.072 on 89 | 89.566 on 86 | 0.488 | 1.54 (0.46–5.21 | |
| Home dwelling | 0.869 | 0.627 | 1.386 | 90.072 on 89 | 88.265 on 88 | 0.166 | 2.38 (0.70–8.15) | |
| Number of drugs | 0.062 | 0.062 | 1.007 | 90.072 on 89 | 89.075 on 88 | 0.314 | 1.064 (0.94–1.20) | |
| PPI | -0.068 | 0.587 | -0.116 | 90.072 on 89 | 90.059 on 88 | 0.907 | 0.93 (0.30–2.95) | |
| ACE-I | -0.435 | 0.691 | -0.63 | 90.072 on 89 | 89.650 on 88 | 0.529 | 0.65 (0.17–2.51) | |
| Sedating drug | 1.044 | 0.539 | 1.937 | 90.072 on 89 | 86.288 on 88 | 0.053. | 2.84 (0.99–8.17) | |
| Inhaled steroids | -0.470 | 0.814 | -0.577 | 90.072 on 89 | 89.711 on 88 | 0.564 | 0.63 (0.13–3.08) | |
| Oral steroids <7.5mg | 0.754 | 0.910 | 0.829 | 90.072 on 89 | 89.440 on 88 | 0.407 | 2.13 (0.36–12.63) | |
| Statin | 0.112 | 0.530 | 0.211 | 90.072 on 89 | 90.028 on 88 | 0.833 | 1.12 (0.40–3.16) | |
| Number of comorbidities | 0.129 | 0.086 | 1.494 | 90.072 on 89 | 87.841 on 88 | 0.135 | 1.14 (0.96–1.35) | |
| COPD | 0.260 | 0.644 | 0.403 | 90.072 on 89 | 89.914 on 88 | 0.687 | 1.30 (0.37–4.58) | |
| Any resp | 0.642 | 0.578 | 1.110 | 90.072 on 89 | 88.888 on 88 | 0.267 | 1.90 (0.61–5.90) | |
| Cerebrovascular disease | -0.097 | 0.703 | -0.138 | 90.072 on 89 | 90.053 on 88 | 0.89 | 0.91 (0.23–3.60) | |
| Diabetes mellitus | 0.789 | 0.763 | 1.034 | 90.072 on 89 | 89.082 on 88 | 0.301 | 2.20 (0.49–9.81) | |
| Dementia | 1.526 | 0.865 | 1.765 | 90.072 on 89 | 87.147 on 88 | 0.078 | 4.60 (0.84–25.06) | |
| Cardiovascular disease | 0.598 | 0.539 | 1.109 | 90.072 on 89 | 88.862 on 88 | 0.267 | 1.82 (0.63–5.23) | |
| Active cancer | 2.600 | 0.890 | 2.923 | 90.072 on 89 | 80.425 on 88 | 0.003** | 13.46 (2.35–76.95) | |
| Antibiotics pre admit | 1.253 | 0.614 | 2.040 | 90.072 on 89 | 86.141 on 88 | 0.041 * | 3.50 (1.05–11.66) | |
| Current smoking | -0.104 | 0.712 | -0.145 | 90.072 on 89 | 90.052 on 88 | 0.884 | 0.90 (0.22–3.64) | |
| Ex or current smoker | -0.682 | 0.618 | -1.104 | 90.072 on 89 | 88.753 on 88 | 0.269 | 0.51 (0.15–1.70) | |
| Length of stay (days)(log) | 0.925 | 0.346 | 2.678 | 90.072 on 89 | 81.901 on 88 | 0.007 ** | 2.52 (1.28–4.97) | |
| Witnessed aspiration | 2.653 | 1.189 | 2.231 | 90.072 on 89 | 84.104 on 88 | 0.026 * | 14.20 (1.38–146.06) | |
Abbreviations: HAP = hospital acquired pneumonia, LRTI = lower respiratory tract infection, d.p. = decimal places, PQS = plaque quartile score, IMD = Index of multiple deprivation score, HABAM = Hierarchical Assessment of Balance and Mobility, PPI = proton pump inhibitor, ACE-I = Angiotensin converting enzyme inhibitor, Cef vs teic = Whether the patient received Cefuroxime or Teicoplanin perioperatively, COPD = Combined obstructive pulmonary disease, Any resp = Any respiratory comorbidity
1: includes S. aureus, MRSA, P. aeruginosa, E. coli
Association between HAP and presence of opportunistic organisms by day sampled.
| Day | Estimate | Standard error | Z value | Null deviance | Residual deviance | P value | Odds ratio (95% confidence intervals)to 2 d.p. | |
|---|---|---|---|---|---|---|---|---|
| 1 | 0.758 | 0.470 | 1.612 | 154.55 on 199 | 152.14 on 198 | 0.107 | 2.13 (0.85–5.36) | |
| 3 | 0.460 | 0.614 | 0.749 | 107.42 on 176 | 106.90 on 175 | 0.454 | 1.58 (0.48–5.28) | |
| 5 | 1.479 | 0.476 | 3.105 | 139.61 on 173 | 130.63 on 172 | 0.002 ** | 4.39 (1.73–11.16) | |
| 7 | 1.099 | 0.596 | 1.842 | 99.953 on 161 | 96.904 on 160 | 0.065. | 3.00 (0.93–9.65) | |
| 14 | 1.900 | 0.522 | 3.644 | 117.70 on 137 | 104.95 on 136 | <0.001 *** | 6.69 (2.40–18.60) | |
Colinearity between covaiates which were significantly associated with HAP.
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| Admitted from hosp./inst. | 1 | Pearson | Pearson | Polyserial | Polyserial | Polyserial | Pearson | Pearson |
| HABAM |
| 1 | Pearson | Polyserial | Polyserial | Polyserial | Pearson | Pearson |
| Charlson Index | 0.144 |
| 1 | Polyserial | Polyserial | Polyserial | Pearson | Pearson |
| Abx pre admission | 0.040 | -0.123 | 0.136 | 1 | Polychoric | Polychoric | Polyserial | Polyserial |
| Witnessed aspiration |
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| 1 | Polychoric | Polyserial | Polyserial |
| Active cancer | -0.031 | 0.046 |
| -0.099 |
| 1 | Polyserial | Polyserial |
| >2 samples pos. opp. orgs. | -0.059 | 0.004 | 0.160 | 0.171 |
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| 1 | Pearson |
| Clinical frailty score |
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| 0.163 |
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| -0.018 | 1 |
Abbreviations: HABAM = Hierarchical Assessment of Balance and Mobility, ABX = antibiotics, orgs. = organisms. Variables which were co-linear (correlation estimate >0.20) are highlighted in boldface. The higher the number, the stronger the correlation. Negative correlation estimates mean the variable on the ‘y’ axis was associated with a lower score of the variable in the ‘x’ axis (e.g. higher Charlson index was associated with a lower or worse HABAM/mobility score). Where covariates are binomial (e.g. Admitted from hospital/institution, a negative correlation estimate refers to that event NOT having happened (e.g. higher HABAM/mobility score was associated with not having been admitted from hospital/institution, or in other words, having been admitted from home.). Covariates in the ‘y’ axis have been abbreviated to make viewing the table easier.