| Literature DB >> 34413067 |
Lisa Nwankwo1, Kate McLaren2, Jackie Donovan3, Zhifang Ni4, Alberto Vidal-Diaz4, Michael Loebinger2,5, Alice Morrisey6, Adam Igra6, Anand Shah2,7.
Abstract
BACKGROUND: In a tertiary respiratory centre, large cohorts of patients are managed in an outpatient setting and require blood tests to monitor disease activity and organ toxicity. This requires either visits to tertiary centres for phlebotomy and physician review or utilisation of primary care services.Entities:
Keywords: PDSA; health services research; laboratory medicine; outpatients; quality improvement
Mesh:
Year: 2021 PMID: 34413067 PMCID: PMC8378365 DOI: 10.1136/bmjoq-2020-001192
Source DB: PubMed Journal: BMJ Open Qual ISSN: 2399-6641
Demographics of the patients involved in the validation study
| Characteristic | No of patients (%) |
| Age (years) | |
| Median, mean (range) | 49.5, 52 (19–90) |
| Sex | |
| Male | 62 (50%) |
| Female | 62 (50%) |
| Primary respiratory diagnosis | |
| Asthma | 21 (16.9) |
| Bronchiectasis | 11 (9.0) |
| CF | 34 (27.4) |
| COPD | 11 (9.0) |
| ILD | 29 (23.4) |
| Pulm HTN | 2 (1.6) |
| Sleep disorder | 11 (9.0) |
| Transplant | 5 (4.0) |
| Total | 124 |
CF, cystic fibrosis; COPD, chronic obstructive pulmonary disease; ILD, interstitial lung disease; Pulm HTN, pulmonary hypertension.
Figure 1Algorithm for determination of clinical acceptability of capillary test. Three points indicate venous blood is interchangeable with capillary blood in the clinical setting, 2 points indicate usefulness for longitudinal monitoring, 1 point indicates care is needed for interpretation of results and 0 points indicate that the capillary test is unsuitable for clinical use. ‘Bias’ is the average of the differences between the two methods of blood sampling, expressed as a percentage %. A p<0.05 indicates there is a statistically significant difference between the two measurements; r, Pearson’s correlation coefficient; rs, Spearman’s rank correlation coefficient.
Analysis of remote capillary versus venous phlebotomy in study subjects
| Test | No of paired samples | Paired t-test | Correlation | Bland Altman | Reference range of test | Interchangeably in clinical setting based Paired t-test p>0.05 | Interchangeably in clinical setting based on r>0.8 | Interchangeably in clinical setting based on small Bias OR max 10% difference between tests | Point scoring for clinical acceptability | ||||||||
| Mean of difference | SD | SEM | 95% CI | Two-tailed p value | r | 95% CI | Bias (%) | SD of bias (%) | 95% limits of agreement (%) | ||||||||
| From | To | ||||||||||||||||
|
| 30 | −0.20 | 11.49 | 2.10 | −4.49 to 4.09 | 0.9247 |
| 0.50 to 0.86 | 0.12 | 8.15 |
|
| 115–151 g/L | Yes | No | No | 1 |
|
| 29 | −0.69 | 1.16 | 0.22 | −1.14 to −0.25 |
| 0.92 | 0.83 to 0.96 | 7.88 | 12.99 |
|
| 5.1–11.4×109/L | No | Yes | No | 1 |
|
| 30 | 38.67 | 39.80 | 7.27 | 23.80 to 53.53 |
| 0.93 | 0.86 to 0.97 | −15.79 | 16.96 |
|
| 147–397×109/L | No | Yes | No | 1 |
|
| 31 | −0.05 | 0.20 | 0.03 | −0.12 to 0.026 | 0.2024 | 0.98 | 0.97 to 0.99 | −0.80 | 3.43 | −5.92 | 7.53 | 4.0%–6.0% | Yes | Yes | Yes | 3 |
|
| 32 | −0.47 | 2.05 | 0.36 | −1.20 to 0.27 | 0.2024 | 0.99 | 0.97 to 0.99 | 1.21 | 5.44 |
|
| 20–42 mmol/mol | Yes | Yes | No | 2 |
|
| 36 | −2.22 | 2.57 | 0.43 | −3.09 to −1.35 |
| 0.80 | 0.64 to 0.90 | 1.57 | 1.81 | −1.98 | 5.13 | 133–146 mmol/L | No | No | Yes | 2 |
|
| 18‡ | −1.45 | 0.94 | 0.22 | −1.92 to −0.98 |
|
| 0.44 to 0.90 | 27.77 | 14.19 |
|
| 3.5–5.3 mmol/L | No | No | No | 0 |
|
| 36 | −0.77 | 0.55 | 0.09 | −0.96 to 0.58 |
| 0.96 | 0.93 to 0.98 | 14.46 | 10.15 |
|
| 2.5–7.8 mmol/L | No | Yes | No | 1 |
|
| 36 | −9.14 | 14.38 | 2.40 | −14.00 to 4.27 |
| 0.83 | 0.69 to 0.91 | 11.63 | 17.89 |
|
| 60–120 umol/L | No | Yes | No | 1 |
|
| 59 | −0.41 | 0.85 | 0.11 | −0.63 to 0.18 |
| 0.98 | 0.97 to 0.99 | 5.88 | 10.38 |
|
| 0–20 umol/L | No | Yes | No | 1 |
|
| 59 | 4.10 | 55.92 | 7.28 | −10.47 to 18.68 | 0.2561 | 0.89 | 0.82 to 0.93 | 1.61 | 19.90 |
|
| 30–130 U/L | Yes | Yes | No | 2 |
|
| 59 | −0.70 | 3.66 | 0.48 | −1.65 to 0.26 | 0.7827 | 0.98 | 0.97 to 0.99 | 2.75 | 13.20 |
|
| 8–40 IU/L | Yes | Yes | No | 2 |
|
| 58 | 0.26 | 2.92 | 0.38 | −0.51 to 1.03 | 0.5032 | 0.86 | 0.78 to 0.92 | −0.37 | 3.92 | −8.07 | 7.32 | 60–80 g/L | Yes | Yes | Yes | 3 |
|
| 35 | 12.23 | 34.98 | 5.91 | 0.21 to 24.24 | 0.7104 | 0.99 | 0.99 to 1.00 | −34.87 | 69.23 |
|
| 3–150 IU/mol | Yes | Yes | No | 2 |
|
| 26‡ | −0.89 | 12.72 | 2.50 | −6.02 to 4.25 | 0.7258 | 0.90 | 0.78 to 0.95 | −7.26 | 53.68 |
|
| 50–75 nmol/L—adequate | Yes | Yes | No | 2 |
|
| 37 | 1.00 | 4.89 | 0.80 | −0.63 to 2.63 | 0.2213 | 0.99 | 0.99 to 1.00 | −0.41 | 4.30 | −8.83 | 8.00 | <100 mg/L | Yes | Yes | Yes | 3 |
|
| 59 | 0.00† | 0.4070 |
| −0.61 to 0.85 | −0.22 | 6.15 |
|
| 35–50 g/L | Yes | No | No | 1 | |||
Values in bold symbolise significant difference between the tests by p<0.05, poor correlation (r or rs<0.8), or wide limits of agreement.
Point scoring of clinical acceptability—refer to figure 1 for algorithm for determination of clinical acceptability of capillary test.
Mean, SD, SEM, CI, r, rs, % bias, % limits of agreement to two decimal places).
Bias is the average of the differences between the two methods of blood sampling, expressed as a percentage %.
HbA1c here expressed as a percentage (%) and as a value in mmol/mol (IFCC unit).
*Non-parametric statistics applied for non-Gaussian distribution: Wilcoxon matched pairs signed rank test, non-parametric Spearman correlation rs.
†Result represents median of difference and not mean.
‡Only 50% of potassium capillary samples were analysed due to haemolysis, and 72% of vitamin D capillary samples were analysed with the rest not processed due to insufficient blood in the capillary sample to process.
ALP, alkaline phosphatase; ALT, alanine transferase; CI, confidence interval; CRP, C reactive protein; Hb, haemoglobin; HbA1c, glycated haemoglobin; IgE, Immunoglobulin type E; r, Pearson’s correlation coefficient; rs, Spearman’s Rank correlation coefficient; SD, Standard deviation; SEM, SE of the mean of the difference; WCC, white cell count.
Figure 2Bland Altman comparison for capillary and venous samples. The % difference between the two measurements (capillary and venous) per test is plotted against the mean of the two measurements. A 10% overall difference (either side of the zero line) between tests shows the two tests can clinically be used interchangeably. The dotted lines represent the upper and lower limits of the 95% limits of agreement (LOA) (mean difference (bias) plus or minus 1.96 times its SD). Narrow limits of agreement show good agreement, wide LOA show poor agreement. The line of perfect agreement is the line crossing zero. The closer the points are to zero, that is, the smaller the scatter of points from zero, the stronger the agreement between the two measurements. ALP, alkaline phosphatase; ALT, alanine transferase; CRP, C reactive protein; Hb, haemoglobin; HbA1c, glycated haemoglobin; WCC, white cell count.
Figure 3Paired T comparison for capillary and venous samples. The paired t-test enables comparisons of the means of these two methods. ALP, alkaline phosphatase; ALT, alanine transferase; CRP, C reactive protein; Hb, haemoglobin; HbA1c, glycated haemoglobin; WCC, white cell count.
Figure 4Correlation of measurements (XY analysis). The line shows line of best fit where the simple linear regression test has been applied. ALP, alkaline phosphatase; ALT, alanine transferase; CRP, C reactive protein; Hb, haemoglobin; HbA1c, glycated haemoglobin; r, Pearson’s correlation coefficient; rs, Spearman’s rank correlation coefficient; WCC, white cell count.
Figure 5Summarises the usability results from the net promoter scores-patient experience. Zero indicates the most negative experience, and 10 indicates the most positive experience.