| Literature DB >> 33259164 |
Zsolt Szakács1,2, Beáta Csiszár2,3, Mátyás Nagy1, Nelli Farkas1,4, Péter Kenyeres2,3, Adrienn Erős1,5, Alizadeh Hussain2,6, Katalin Márta1,2, Andrea Szentesi1, Margit Tőkés-Füzesi7, Tímea Berki8, Áron Vincze2,9, Kálmán Tóth2,3, Péter Hegyi1,2, Judit Bajor9.
Abstract
INTRODUCTION: Hemorheology is the study of the flow properties of the blood and its elements, which, together with natural anticoagulants, are important determinants of cardiovascular events. This study aimed to assess hemorheological and natural anticoagulant profiles of patients with celiac disease (CeD) comprehensively.Entities:
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Year: 2020 PMID: 33259164 PMCID: PMC7665261 DOI: 10.14309/ctg.0000000000000256
Source DB: PubMed Journal: Clin Transl Gastroenterol ISSN: 2155-384X Impact factor: 4.396
Hemorheology-related terms and measurements
| Parameter (abbreviation) | Measurement (abbreviation or symbol, unit) | Definition | Unfavorable alteration[ |
| Erythrocyte deformability (ED) | Elongation index (EI, no unit) | Change in the shape of red blood cells at high (from EI30Pa to EI3Pa in this study) and low shear stresses (from EI3Pa to EI0.3Pa in this study) (shown in Figure | ↓ |
| Erythrocyte aggregation (EA) | Aggregation index (AI, %) | Integral in the change of light intensity 10 s after disaggregation | ↑ |
| Aggregation half-time (t1/2, s) | The time required for achieving half of the maximal aggregation after disaggregation | ↓ | |
| Threshold shear rate (γ, s-1) | Lowest shear that can maintain complete disaggregation | ↑ | |
| Viscosity | Whole blood viscosity (WBV, mPa·s) | An intrinsic property of fluid related to the internal friction of adjacent fluid layers sliding past one another (i.e., the measure of a fluid's resistance | ↑ |
| Plasma viscosity (PV, mPa·s) | ↑ |
Regarding thrombus formation. AI, t1/2, and γ were measured with Laser-assisted Optical Rotational Cell Analyzer (LORCA; R&R Mechatronics, Hoorn, the Netherlands), EI was measured with laser-diffraction ektacytometry with a LORCA, and WBV and PV were measured with Brookfield DV-III Ultra LV Programmable rotational viscometer (Brookfield Engineering Labs, Middleboro, MA) at mid-shear (90 s−1).
Clinical characteristics of the study population
| Celiac group (n = 50) | Control group (n = 50) | |
| Age (mean; median [min–max], yr) | 40.0; 40.0 [18.0–75.0] | 40.4; 41.0 [19.0–74.0] |
| Females (n, %) | 33 (66.0) | 37 (74.0) |
| Venous thrombotic event in the history (n, %) | 0 (0.0) | 1 (2.0) |
| Arterial thrombotic event in the history (n, %) | 1 (2.0) | 0 (0.0) |
| Thrombotic events in first-degree relatives (n, %) | 14 (28.0) | 12 (24.0) |
| Current smoker (n, %) | 9 (18.0) | 6 (12.0) |
| Alcohol consumption (≥7 units/wk) (n, %) | 3 (6.0) | 4 (8.0) |
| Chronic alcohol abuse (n, %) | 3 (6.0) | 2 (4.0) |
| Body mass index (mean; median [min–max], kg/m2) | 23.6; 23.0 [16.4–40.5] | 24.1; 23.7 [18.0–39.2] |
| Hypertension (n, %) | 13 (26.0) | 12 (24.0) |
| Peripheral arterial disease (n, %) | 0 (0.0) | 1 (2.0) |
| Type 2 diabetes mellitus (n, %) | 3 (6.0) | 3 (6.0) |
| Lower limb varicose veins (n, %) | 14 (28.0) | 11 (22.0) |
| Surgery (≤1 yr) (n, %) | 7 (14.0) | 7 (14.0) |
| Immobilization (≤14 d) (n, %) | 1 (2.0) | 0 (0.0) |
| Travel by plane, bus, or car (≥6 hr continuously; ≤14 d) (n, %) | 3 (6.0) | 5 (10.0) |
| Oral contraceptives (n, % of females) | 8 (24.2) | 10 (27.0) |
Statistical comparison was not performed if the event number was ≤1 for categorical variables, P ≥ 0.05 for all comparisons otherwise.
Biochemical characteristics of the study population
| Celiac group (n = 50) | Control group (n = 50) | ||
| Total cholesterol (mmol/L) | 4.55; 4.45 (2.70–6.60) | 5.32; 5.05 (3.20–9.30) | |
| HDL cholesterol (mmol/L) | 1.43; 1.39 (0.65–2.97) | 1.70; 1.63 (0.77–3.09) | |
| LDL cholesterol (mmol/L) | 2.98; 3.02 (1.13–4.97) | 3.50; 3.30 (0.45–7.85) | |
| Non–HDL cholesterol (mmol/L) | 3.14; 3.14 (1.13–5.27) | 3.61; 3.42 (1.98–7.67) | |
| Triglyceride (mmol/L) | 1.47; 1.31 (0.46–3.74) | 1.69; 1.32 (0.60–7.18) | 0.456[ |
| Creatinine (umol/L) | 71.6; 68.5 (39.0–110.0) | 72.8; 68.5 (49.0–105.0) | 0.668 |
| Carbamide (mmol/L) | 4.2; 4.1 (2.2–7.3) | 4.5; 4.3 (2.2–7.9) | 0.257 |
| Total bilirubin (umol/L) | 8.1; 7.9 (2.7–20.0) | 9.5; 8.1 (2.1–24.5) | 0.120[ |
| AST (U/L) | 25.6; 19.0 (10.0–200.0) | 22.0; 20.0 (10.0–89.0) | 0.806[ |
| ALT (U/L) | 24.1; 18.0 (9.0–158.0) | 21.7; 18.0 (8.0–60.0) | 0.901[ |
| ALP (U/L) | 74.3; 68.0 (36.0–269.0) | 67.9; 67.5 (35.0–108.0) | 0.696[ |
| γ-GT (U/L) | 23.1; 16.0 (10.0–94.0) | 26.1; 16.0 (7.0–210.0) | 0.825[ |
| Total protein (g/L)[ | 74.5; 74.7 (62.4–93.0) | 75.3; 74.7 (67.7–85.2) | 0.445 |
| Albumin (g/L) | 48.2; 47.8 (37.8–56.6) | 49.2; 49.1 (43.9–57.8) | 0.182 |
| Ultrasensitive CRP (mg/L) | 3.4; 1.8 (0.0–23.5) | 2.3; 1.4 (0.0–10.1) | 0.342[ |
| ESR (mm/hr) | 9.0; 4.0 (1.0–46.0) | 6.1; 5.0 (1.0–27.0) | 0.808[ |
| Prothrombin time (s) | 11.4; 11.3 (9.6–14.0) | 11.2; 11.2 (9.8–13.2) | 0.252 |
| Thrombin time (s) | 14.5; 14.6 (12.6–16.9) | 14.3; 14.2 (12.0–17.4) | 0.213 |
| APTI (s) | 28.6; 28.3 (23.3–36.1) | 30.1; 28.7 (19.0–72.9) | 0.176 |
| INR | 0.99; 0.98 (0.84–1.23) | 0.98; 0.97 (0.86–1.09) | 0.460 |
| White blood cells (G/L) | 7.3; 6.8 (3.7–16.2) | 6.7; 6.4 (4.1–12.4) | 0.165 |
| Neutrophil granulocytes (%) | 59; 59 (41–83) | 58; 58 (43–74) | 0.353 |
| Neutrophil granulocytes (G/L) | 4.4; 4.2 (1.7–13.4) | 3.9; 3.6 (1.8–9.2) | 0.134 |
| Lymphocytes (%) | 30; 29 (9–45) | 32; 33 (16–47) | 0.171 |
| Lymphocytes (G/L) | 2.1; 2.0 (1.2–4.2) | 2.1; 2.1 (1.1–3.9) | 0.947 |
| Monocytes (%) | 7.3; 7.0 (2.6–11.5) | 7.4; 7.4 (4.2–10.7) | 0.773 |
| Monocytes (G/L) | 0.52; 0.48 (0.15–1.14) | 0.50; 0.47 (0.18–0.99) | 0.469 |
| Eosinophil granulocytes (%) | 2.5; 2.0 (0.3–8.5) | 1.8; 1.5 (0.0–7.8) | |
| Eosinophil granulocytes (G/L) | 0.18; 0.14 (0.01–0.60) | 0.11; 0.10 (0.00–0.47) | |
| Basophil granulocytes (%) | 0.77; 0.60 (0.30–4.00) | 0.70; 0.70 (0.20–1.90) | 0.487 |
| Basophil granulocytes (G/L) | 0.05; 0.04 (0.02–0.15) | 0.05; 0.04 (0.01–0.09) | 0.659 |
| Red blood cells (T/L) | 4.8; 4.8 (3.8–5.8) | 4.9; 4.8 (3.9–5.8) | 0.441 |
| Hemoglobin (g/L) | 140; 138 (99–169) | 144; 142 (115–176) | 0.149 |
| MCV (fL) | 84.8; 84.8 (65.6–97.6) | 85.3; 85.3 (70.3–94.8) | 0.603 |
| MCH (pg) | 29.0; 29.4 (20.3–32.8) | 29.5; 29.7 (22.9–33.4) | 0.252 |
| MCHC (g/L) | 343; 343 (309–361) | 346; 346 (321–364) | 0.118 |
| RDW (%CV) | 13.3; 12.6 (11.8–19.8) | 12.6; 12.6 (11.0–14.5) | |
| Platelets (G/L) | 297; 283 (179–601) | 282; 277 (126–432) | 0.309 |
| Homocysteine (µmol/L) | 9.0; 8.3 (5.1–13.7) | 8.7; 7.7 (4.4–42.9) | |
| Vitamin B12 (ng/L) | 450; 450 (156–785) | 396; 424 (192–613) | 0.076[ |
Boldface type indicates a statistically significant difference between the groups.
Values were generated with the Mann-Whitney test; all the other values were generated with the Welch test.
Based on protein electrophoresis, paraproteins were not present.
Values are given in the following format: mean; median [min–max]. Missing data due to unsuccessful measurement(s): blood counts – 1 patient with CeD, erythrocyte sedimentation rate – 2 patients with CeD, coagulatory parameters – 1 patient with CeD and 1 control subject; vitamin B12 level – 3 patients with CeD and 7 control subjects.
γ-GT, gamma-glutamyl transferase; ALP, alkaline phosphatase; ALT, alanine aminotransferase; APTI, activated partial thromboplastin time; AST, aspartate aminotransferase; CeD, celiac disease; CRP, C-reactive protein; CV, cardiovascular; ESR, erythrocyte sedimentation rate; HDL, high-density lipoprotein; INR, international normalized ratio; LDL, low-density lipoprotein; MCH, mean corpuscular hemoglobin; MCHC, mean corpuscular hemoglobin concentration; MCV, mean corpuscular volume; RDW, red cell distribution width.
Figure 1.Erythrocyte deformability at different shears (ektacytogram) in patients with celiac disease and control subjects. The horizontal axis indicates the different shears from 0.3 to 30 Pa; the vertical axis shows the elongation index (EI, calculated based on the equation presented in the inlet). Measurements of EI were performed with LORCA. P values < 0.05 are highlighted with bold, and were generated with the Mann-Whitney test. Inlet: model for erythrocyte deformation at different shears describing the transition from biconcave to ellipsoid shape. In the equation, A and B represent the long and short axes of the cells, respectively, as indicated with blue arrows in the figure. EI, elongation index (no. of patients = 100).
Figure 2.Important predictors of erythrocyte deformability represented by the elongation index at different shears. Panel A: 30 Pa; panel B: 16.87 Pa; panel C: 9.49 Pa; and panel D: 5.33 Pa. Celiac disease is highlighted with bold. The figure was generated with random forest analysis. We imputed 34 covariates, but only those above 0 are displayed because these should be considered important predictors of the outcome. The relative importance is proportional to the height of the bars. MCH, mean corpuscular hemoglobin; MCHC, mean corpuscular hemoglobin concentration; MCV, mean corpuscular volume; RBC, red blood cell (no. of patients = 97).
Figure 3.Association of erythrocyte deformability with the CeD-specific serology, adherence based on dietary interview, and urine GIP measurement. Erythrocyte deformability is represented by the elongation index. Panels A and D: serology (based on EMA-IgA/G and tTG-IgA/G) and erythrocyte deformability at low and high shears, respectively. Panels B and E: adherence estimated through dietary interview and erythrocyte deformability at low and high shears, respectively. Panels C and F: adherence estimated through urine GIP detection and erythrocyte deformability at low and high shears, respectively. P values were adjusted for multiplicity. Green solid lines represent P < 0.05 at 3–5 shears favoring the group at the arrow tip. Blue dashed lines represent P < 0.05 at 1 shear favoring the group at the arrow tip. Yellow dashed lines represent no significant difference between groups. CeD, celiac disease; EI, elongation index; EMA, endomysial antibody; GIP, gluten immunogenic peptide; tTG, tissue transglutaminase antibody (no. of patients = 100).
Figure 4.Association of erythrocyte aggregation with dietician-reported dietary adherence. Panel A: aggregation index across groups. Panel B: aggregation half-time across groups. Panel C: threshold shear rate across groups. P values were generated after logarithmic transformation of the data and were adjusted for multiplicity in the analysis. AI, aggregation index (no. of patients = 100); CeD, celiac disease.
Natural anticoagulants
| Celiac group (n = 50) | Control group (n = 50) | ||
| Antithrombin activity (%) | 120.28 ± 14.39 | 121.84 ± 14.16 | 0.589 |
| Protein C activity (%) | 124.60 ± 33.72 | 134.30 ± 32.47 | 0.146 |
| Protein S activity (%) | 98.40 ± 29.44 | 104.02 ± 30.35 | 0.338 |
Values are given in mean ± SD. P values were generated with the Welch test after logarithmic transformation in the case of antithrombin and protein S activity. Missing data due to unsuccessful measurement(s) in the case of 1 patient with CeD and 1 control subject.
CeD, celiac disease.