| Literature DB >> 33053025 |
Luís Filipe Gomes Malheiro1, Rita Gaio2, Manuel Vaz da Silva3, Sandra Martins4, Susana Sampaio5, Janete Quelhas-Santos5, Ana Cerqueira5, António Sarmento1, Lurdes Santos1.
Abstract
OBJECTIVE: To investigate whether reactive hyperemia measured by peripheral arterial tonometry correlates with markers of endothelial dysfunction and may be used to identify sepsis in critical illness.Entities:
Mesh:
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Year: 2020 PMID: 33053025 PMCID: PMC7595718 DOI: 10.5935/0103-507X.20200064
Source DB: PubMed Journal: Rev Bras Ter Intensiva ISSN: 0103-507X
Figure 1Reactive hyperemia evaluation by peripheral arterial tonometry in two different patients. (A and B) A patient with a normal reactive hyperemia index. (C and D) A patient with an impaired reactive hyperemia index.
A finger plethysmograph captures pulse wave amplitude after each cardiac beat. Following a baseline evaluation for 5 minutes in a resting state, a cuff is inflated in one of the arms for 5 minutes. After deflation, pulse wave amplitude is registered for another 5 minutes, and the mean pulse wave amplitude is calculated for the interval of 90-150 seconds postocclusion. The reactive hyperemia index is reported as the ratio of the occluded arm’s mean pulse wave amplitude post occlusion (A) to the mean pulse wave amplitude from baseline readings of the same arm (B), and the result is further divided by the same ratio in the control arm (C/D), allowing the device to account for systemic vascular changes during testing.
Patient characteristics and univariate analysis of septic vs control patients
| Septic (n = 58) | Controls (n = 28) | p value | Total (n = 86) | |
|---|---|---|---|---|
| Demographics and comorbidities | ||||
| Sex - male | 42 (71.4) | 16 (57.1) | 0.157 | 58 (67.4) |
| Age ≥ 60 years | 18 (31.0) | 17 (60.7) | < 0.01 | 35 (40.7) |
| Age | 55.9 [1.90] | 62.0 [4.20] | 0.051 | 57.4 [1.81] |
| BMI | 27.3 ± 5.5 | 27.4 ± 4.4 | 0.916 | 27.3 ± 5.1 |
| DM2 | 16 (27.6) | 6 (21.4) | 0.540 | 22 (25.6) |
| Arterial hypertension | 25 (43.1) | 18 (64.3) | 0.066 | 43 (50.0) |
| Dyslipidemia | 22 (37.9) | 13 (46.4) | 0.452 | 35 (40.7) |
| Statins use | 19 (32.8) | 11 (39.3) | 0.552 | 30 (34.9) |
| Peripheral arterial disease | 12 (20.7) | 9 (32.1) | 0.247 | 21 (24.4) |
| COPD | 10 (10.7) | 3 (17.2) | 0.529 | 13 (15.1) |
| Autoimmune disease | 5 (8.6) | 0 | 0.168 | 5 (4.8) |
| Smoking habits | 20 (34.5) | 8 (28.6) | 0.584 | 28 (32.6) |
| Coronary disease | 15 (25.9) | 9 (32.1) | 0.543 | 24 (27.9) |
| Hematological cancer | 1 (1.7) | 1 (3.6) | 0.548 | 2 (2.3) |
| HIV | 9 (15.5) | 3 (10.7) | 0.743 | 12 (14.0) |
| Solid neoplasia | 5 (8.6) | 3 (10.7) | 0.712 | 8 (9.3) |
| Clinical variables and severity scores | ||||
| APACHE score | 21.1 [7.6] | 19.1 [5.8) | 0.194 | 20.5 [7.1] |
| SAPS 2 score | 55.2 [21.1] | 55.5 [17.8] | 0.953 | 55.4 [20.0] |
| SOFA score | 10.1 [4.4] | 8.1 [3.3] | 0.035 | 9.5 [4.2] |
| Shock | 29 (50.0) | 9 (32.1) | 0.118 | 38 (44.2) |
| MAP (mm Hg) | 75.2 [1.70] | 81.0 [3.8] | 0.064 | 76.6 [1.60] |
| Ionized calcium (mmol/L) | 1.12 [0.05] | 1.21 [0.03] | 0.693 | 1.15 [0.04] |
| pH | 7.39 [0.01] | 7.42 [0.02] | 0.021 | 7.39 [0.01] |
| PaCO2 (mm Hg) | 36.9 [1.19] | 40.0 [2.89] | 0.628 | 37.6 [1.14] |
| Bicarbonate (mmol/L) | 21.7 [0.56] | 25.6 [1.36] | < 0.01 | 22.3 [0.56] |
| Potassium (mEq/L) | 4.02 [0.08] | 3.7 [0.96] | 0.013 | 3.91 [0.60] |
| Temperature‡ (Celsius) | 36.8 [0.25] | 36.8 [0.15] | 0.905 | 36.8 [0.13] |
| Respiratory rate‡ (beats/minute) | 19.6 [0.77] | 17.5 [1.0] | 0.153 | 19.1 [0.64] |
| CRP (mg/L) | 102.2 [12.89] | 69.3 [15.4] | 0.102 | 97.3 [13.5] |
| Lactate (mmol/L) | 2.1 [2.2] | 1.4 [0.5] | 0.022 | 2.5 [2.5] |
| Noradrenaline (mcg/kg/minute) | 0.25 [0.50] | 0.13 [0.21] | 0.105 | 0.38 [0.59] |
| Mortality (28th day) | 14 (24.1) | 7 (25.0) | 0.999 | 21 (24.4) |
| Biomarkers and PAT evaluation | ||||
| Ln_endocan (pg/mL) | 7.07 ± 0.85 | 7.27 ± 0.58 | 0.403 | 7.11 ± 0.79 |
| Ln_syndecan-1 (pg/mL) | 8.61 ± 0.58 | 8.44 ± 0.53 | 0.298 | 8.57 ± 0.57 |
| Ln_E-selectin (pg/mL) | 10.79 ± 0.84 | 10.19 ± 0.56 | 0.011 | 10.66 ± 0.82 |
| Endothelin-1 (pg/mL) | 5.28 ± 3.59 | 5.80 ± 3.14 | 0.880 | 5.69 ± 3.47 |
| Ln_RHI | 0.53 ± 0.48 | 0.69 ± 0.42 | 0.122 | 0.58 ± 0.46 |
| Diagnosis | ||||
| Neurological | Meningitis: 8 (13.7) | Intracranial hemorrhage: 6 (21.4) | - | 22 (25.6) |
| Pleuropulmonary and cardiovascular | Pneumonia: 17 (29.3) | Myocardial infarction: 5 | - | 22 (25.6) |
| Intra-abdominal | Peritonitis: 5 (8.6) | GI Neoplasia: 2 (7.1) | - | 16 (27.6) |
| Skin and soft tissue | NF: 1 (1.7) | - | - | 1 (1.2) |
| Systemic | Malaria: 10 (17.2) | Hemorrhagic shock: 3 (10.7) | - | 25 (29.0) |
| Confirmed microbiology | 43 (74.1) | - | - | - |
| Positive blood cultures | 24 (41.4) | - | - | - |
| Causative organism | - | - | - | |
| Gram-positive bacteria | 10 (17.2) | |||
| Gram-negative bacteria | 10 (17.2) | |||
| Atypical bacteria | 3 (5.2) | |||
| Mycobacteria | 2 (3.4) | |||
| Protozoa | 10 (17.2) | |||
| Virus | 4 (6.9) | |||
| Fungus | 3 (5.2) | |||
BMI - body mass index; DM2 - diabetes mellitus II; COPD - chronic obstructive pulmonary disease; APACHEII - Acute Physiology And Chronic Health Evaluation II; SAPS 2 - Simplified Acute Physiology Score 2; SOFA - Sequential Organ Failure Assessment; MAP - mean arterial pressure; PaCO2 – partial pressure of carbon dioxide; CRP - C-reactive protein; PAT - peripheral arterial tonometry; Ln - natural logarithm; NF - necrotizing fasciitis; RHI - reactive hyperemia index.
Fischer exact test. Results expressed as n (%), mean ± standard deviation or median [interquartile range].
Analysis of factors influencing Ln-RHI
| Categorical variables (t-test for means) | ||||
|---|---|---|---|---|
| Univariate analysis | Multivariable analysis | |||
| Yes | No | p value | p value; B (95%CI for OR) | |
| Sex - male | 0.59 ± 0.51 | 0.54 ± 0.33 | 0.617 | NS |
| Age ≥ 60 y.o. | 0.44 ± 0.47 | 0.67 ± 0.43 | 0.023 | NS |
| DM2 | 0.49 ± 0.42 | 0.61 ± 0.48 | 0.347 | NS |
| Arterial hypertension | 0.50 ± 0.46 | 0.65 ± 0.45 | 0.127 | NS |
| Dyslipidemia | 0.44 ± 0.47 | 0.68 ± 0.43 | 0.015 | 0.03; -0.908 (-1.463; -0.320) |
| Statins use | 0.43 ± 0.47 | 0.65 ± 0.43 | 0.031 | 0.029; 0.547 (0.058; 1.035) |
| Peripheral arterial disease | 0.58 ± 0.47 | 0.57 ± 0.44 | 0.939 | < 0.01; 0.490 (0.220; 0.880) |
| COPD | 0.47 ± 0.52 | 0.60 ± 0.45 | 0.351 | NS |
| Autoimmune disease | 0.60 ± 0.68 | 0.57 ± 0.45 | 0.911 | NS |
| Smoking habits | 0.55 ± 0.56 | 0.59 ± 0.41 | 0.709 | NS |
| Coronary disease | 0.42 ± 0.46 | 0.64 ± 0.45 | 0.047 | 0.02; -0.304 (-0.590; -0.040) |
| Hematological cancer | 1.06 ± 0.39 | 0.56 ± 0.45 | 0.135 | NS |
| HIV | 0.61 ± 0.43 | 0.57 ± 0.46 | 0.775 | NS |
| Metastatic solid neoplasia | 0.07 ± 0.51 | 0.63 ± 0.42 | < 0.01 | < 0.01; -0.275 (-0.72; -0.11) |
| Shock | 0.31 ± 0.41 | 0.79 ± 0.39 | < 0.01 | < 0.01; -0.261 (-0.53; -0.07) |
| APACHE II score | -0.406 | < 0.01 | < 0.01; -0.362 (-0.039 to -0.010) | |
| SAPS 2 score | -0.359 | < 0.01 | < 0.01; -0.320 (-0.013 to -0.003) | |
| SOFA score | -0.314 | < 0.01 | < 0.01; -0.414 (-0.067 to -0.022) | |
| MAP (mmHg) | 0.341 | 0.001 | NS | |
| Ionized calcium (mmol/L) | 0.201 | 0.540 | NS | |
| pH | 0.206 | 0.067 | NS | |
| pCO2 (mm Hg) | -0.140 | 0.895 | NS | |
| Potassium (mEq/L) | -0.224 | 0.023 | NS | |
| Temperature (Celsius) | 0.071 | 0.546 | NS | |
| Respiratory rate (beats/minute) | -0.102 | 0.556 | NS | |
| CRP (mg/L) | -0.135 | 0.445 | NS | |
| Lactate (mmol/L) | -0.499 | < 0.01 | 0.01; 0.410 (-0.117 to 0.936) | |
| Noradrenaline (mcg/kg/minute) | -0.348 | < 0.01 | NS | |
| Ln_endocan (pg/mL) | -0.137 | 0.265 | NS | |
| Ln_syndecan-1 (pg/mL) | -0.346 | < 0.01 | 0.010; -0.276 (-0.483 to -0.069) | |
| Ln_E-selectin (pg/mL) | -0.005 | 0.965 | 0.024; -0.245 (-0.273 to -0.02) | |
| Endothelin-1 (pg/mL) | 0.027 | 0.832 | NS | |
APACHE II - Acute Physiology and Chronic Health Evaluation II; B - coefficient; BMI - body mass index; COPD - chronic obstructive pulmonary disease; CRP - C-reactive protein; DM2 - Diabetes Mellitus II; Ln - natural logarithm; PAT - peripheral arterial tonometry; OR - odds ratio; RHI - reactive hyperemia index; SAPS II - Simplified Acute Physiology Score II; SOFA - Sequential Organ Failure Assessment.
Estimates from the logistic regression models studying the effect of Ln-RHI/Ln-sE-selectin and age group on the probability of infection
| Variable | Coefficient | Standard error | p value | OR | 95% CI for OR | ROC AUC; p value | Se/Sp | PPV/NPV | Threshold for predicted probabilities (Se/Sp) | |
|---|---|---|---|---|---|---|---|---|---|---|
| Ln_RHI | -1.368 | 0.605 | 0.024 | 0.255 | 0.078 - 0.833 | 0.726; p < 0 .01 | 75%/71% | 75%/71% | 0.55 (86%/54%) | |
| Age | ||||||||||
| < 60 y.o. | Reference | - | - | - | - | |||||
| ≥ 60 y.o. | -1.629 | 0.538 | 0.002 | 0.196 | 0.068 - 0.563 | |||||
| Ln_sE-selectin | 1.308 | 0.504 | 0.009 | 3.698 | 1.398 - 9.931 | 0.780; p < 0.01 | 94%/20% | 81%/50% | 0.52 (59%/93%) | |
| Age | ||||||||||
| < 60 y.o. | Reference | - | - | - | - | |||||
| ≥ 60 y.o. | -1.412 | 0.669 | 0.035 | 0.244 | 0.066 - 0.904 |
AUC - area under curve; CI - confidence interval; Ln - natural logarithm; OR - odds ratio; PPV - positive predictive value; NPV - negative predictive value; RHI - reactive hyperemia index; ROC - receiver operator curve; Se - sensitivity; Sp - specificity.