| Literature DB >> 26976672 |
Rupesh Agrawal1,2,3,4, Thomas Smart5, João Nobre-Cardoso1, Christopher Richards5, Rhythm Bhatnagar2, Adnan Tufail1, David Shima3, Phil H Jones5, Carlos Pavesio1,3.
Abstract
A pilot cross sectional study was conducted to investigate the role of red blood cells (RBC) deformability in type 2 diabetes mellitus (T2DM) without and with diabetic retinopathy (DR) using a dual optical tweezers stretching technique. A dual optical tweezers was made by splitting and recombining a single Nd:YAG laser beam. RBCs were trapped directly (i.e., without microbead handles) in the dual optical tweezers where they were observed to adopt a "side-on" orientation. RBC initial and final lengths after stretching were measured by digital video microscopy, and a Deformability index (DI) calculated. Blood from 8 healthy controls, 5 T2DM and 7 DR patients with respective mean age of 52.4 yrs, 51.6 yrs and 52 yrs was analysed. Initial average length of RBCs for control group was 8.45 ± 0.25 μm, 8.68 ± 0.49 μm for DM RBCs and 8.82 ± 0.32 μm for DR RBCs (p < 0.001). The DI for control group was 0.0698 ± 0.0224, and that for DM RBCs was 0.0645 ± 0.03 and 0.0635 ± 0.028 (p < 0.001) for DR group. DI was inversely related to basal length of RBCs (p = .02). DI of RBC from DM and DR patients was significantly lower in comparison with normal healthy controls. A dual optical tweezers method can hence be reliably used to assess RBC deformability.Entities:
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Year: 2016 PMID: 26976672 PMCID: PMC4792142 DOI: 10.1038/srep15873
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Schematic diagram showing set up of dual-beam optical tweezer: Experimental set up.
(HWP = half-wave plate, QWP = quarter-wave plate, PBS = polarising beam splitter, MO = microscope objective, CMOS = Complementary Metal Oxide Silicon).
Figure 2Side on images of RBC under dual beam optical tweezer set up.
(2a) Unstretched RBC: Side on view of a unstretched RBC (scale bar: 5 um). (2b) Stretched RBC: Side on view of a Stretched RBC (scale bar: 5 um). (2c) RBC boundaries demarcated – continuous edges representing unstretched RBC, broken edges representing stretched RBC, black dots indicates laser spots at the start and white dots indicate the laser spot position at the time of maximum stretch.
Hematological and laboratory parameters for control and study (DR) group.
| Hematological/Biochemicalvariables | Normal range(units) | pvalue(t test) | ||
|---|---|---|---|---|
| Hemoglobin (Hb) | 13.0–17.0(g/dL) | 14.27(1.64,12.90–15.64) | 13.34(1.80, 11.67–15.01) | 0.31 |
| Hematocrit (Hct) | 37–50% | 42.12(0.04, 0.38–0.45) | 39.47(0.04, 0.35–0.43) | 0.27 |
| Red blood cell count (RBC) | 4.40–5.80(x10^12/L) | 4.8(0.51, 4.37–5.22) | 4.71(0.45, 4.51–5.01) | 0.74 |
| Mean corpuscular volume (MCV) | 80–99 | |||
| Mean corpuscular hemoglobin (MCH) | 26.0–33.5(pg) | |||
| Mean corpuscular hemoglobin concentration (MCHC) | 30.0–35.0(g/dL) | 29.90(10,72, 20.94–38.87) | 36.63(11.84, 32.53–34.72) | 0.38 |
| RBC distribution width (RDW) | 11.5–15.0 | 13.58(1.48, 12.34–14.82) | 13.65(1.37, 12.41–14.90) | 0.92 |
| Platelet count (PC) | 150–400(x10^9/L) | 270.5(76.63, 206.42–334.57) | 317.57(69.54, 253.25–381.8) | 0.23 |
| Mean platelet volume (MPV) | 7–13(fL) | 10.73(1.41, 9.55–11.91) | 10.88(0.77, 10.17–11.60) | 0.81 |
| White blood cell count (WBC) | 3.0–10.0(x10^9/L) | 7.07(1.63, 5.71–8.44) | 7.79(1.25, 6.64–8.95) | 0.36 |
| Neutrophils | 2.0–7.5(x10^9/L) | 3.67(1.00, 2.83–4.51) | 4.40(0.68, 3.76–5.03) | 0.12 |
| Lymphocytes | 1.2–3.65(x10^9/L) | 2.45(0.86, 1.73–3.18) | 2.55(0.71, 1.89–3.21) | 0.82 |
| Monocytes | 0.2–1.0(x10^9/L) | 4.32(1.4, 3.11–5.53) | 4.71(1.95, 2.90–6.52) | 0.66 |
| Eosinophils | 0.0–0.4(x10^9/L) | 3.5(0.9, 2.7–4.2) | 3.14(0.2, 0.12–0.50) | 0.66 |
| Basophils | 0.0–0.1(x10^9/L) | 3.28(1.81, 1.77–4.80) | 3.4(3.6, 0.67–6.73) | 0.94 |
| Erythrocyte sedimentation rate (ESR) | 1–20(mm/hr) | 7.87(6.26, 2.63–13.11) | 21.14(28.81, –5.50–47.78) | 0.22 |
| Sodium (Na) | 135–145(mmol/L) | 142.62(2.26,140.73–144.51) | 140(3.60, 136.66–143.33) | 0.11 |
| Potassium (K) | 3.5–5.1(mmol/L) | 4.46(0.36, 4.15–4.76) | 4.77(0.18, 4.32–5.22) | 0.18 |
| Chloride (Cl) | 98–107(mmol/L) | 102.37(1.76, 100.89–103.85) | 99.85(2.47, 97.56–102.14) | 0.04 |
| Bicarbonate | 22–29(mmol/L) | 23.62(2.50, 21.53–25.71) | 24.14(2.11, 22.18–26.09) | 0.67 |
| Urea | 1.7–8.3(mmol/L) | 4.61(1.59, 3.28–5.94) | 6.31(2.90, 3.62–8.99) | 0.17 |
| Creatinine | 66–112(mmol/L) | 83(24.85, 62.22–103.77) | 92.71(22.42, 71.97–113.45) | 0.44 |
| Bilirubin | 0–20(umol/L) | 5.375(2.77, 3.05–7.69) | 6(3.10, 3.12–8.87) | 0.69 |
| Alkaline phosphatase (ALP) | 40–129(IU/L) | 64(12.4,53.51–74.48) | 89.71(18.10, 72.96–106.46) | <0.001 |
| Aspartate aminotransferase (AST) | 0–37(IU/L) | 22.62(5.65, 17.89–27.35) | 23.71(15.25, 9.61–37.81) | 0.85 |
| Alanine transaminase (ALT) | 10–50(IU/L) | 23.12(10.80, 14.09–32.15) | 37.71(23.68, 15.81–59.61) | 0.14 |
| Protein | 63–83(g/L) | |||
| Albumin | 34–50(g/L) | 43.62(2.77, 41.30–45.94) | 43.57(3.35, 40.46–46.67) | 0.97 |
| Globulin | 19–35(g/L) | |||
| C-reactive protein (CRP) | 0–5.0(mg/L) | 2.18(2.33, 0.23–4.14) | 2.12(2.34, 0.04–4.29) | 0.962 |
| Random blood glucose (RBG) | 3.9–6.9(mmol/L) | |||
| Glycosylated hemoglobin (HbA1C) | 4.5–6.0% | |||
| Triglycerides (TG) | 0.0–2.2(mmol/L) | 1.62(0.98, 0.80–2.44) | 2.31(2.10, 0.36–4.26) | 0.42 |
| Cholesterol | 2.3–4.9(mmol/L) | 4.93(1.18, 3.94–5.93) | 4.47(1.18, 3.94–5.93) | 0.38 |
| High density lipoprotein (HDL) | 0.9–1.5(mmol/L) | 1.34(0.31, 1.05–1.63) | 1.17(0.29, 1.08–1.42) | 0.29 |
| Low density lipoprotein (LDL) | 0–3.0(mmol/L) | 2.82(0.84, 2.12–3.52) | 2.76(0.72, 2.00–3.53) | 0.89 |
| Angiotensin converting enzyme (ACE) | 8–52 Units/liter | 35.87(11.63, 26.15–45.60) | 31(26.41, 6.56–55.43) | 0.64 |
| Fibrinogen | 2–4 (g/L) | 3(0.59, 2.50–3.5) | 3.12(0.89, 2.29–3.95) | 0.74 |
RBC deformability indices using dual-beam optical tweezers for healthy control subjects and study subjects (diabetic retinopathy).
| Total number of cell cycles (5–10cycles/cell) | 925 | 925 | 925 | |
| Average unstretched cell size (μm) (SD, Range) | 8.45(±0.25, 8.03–9.25) | 8.68(±0.49, 7.33–10.27) | 8.82(±0.32, 8.03–9.62) | p < 0.001 |
| Avergae maximal stretched cell size (μm) (SD, Range) | 9.04(±0.17, 8.55–9.65) | 9.23(±0.49, 7.82–10.56) | 9.39(±0.26,8.70–10.03) | p < 0.001 |
| Average difference between stretched and unstretched cell size (μm) (SD, 95CI) | 0.59(±0.19, 0.57–0.60) | 0.56(±0.32, 0.49–0.51) | 0.56(±0.24, 0.55–0.58) | P = 0.009 |
| Deformability Index (SD, 95CI) | 0.0698(±0.024, 0.068–0.072) | 0.0645(±0.03, 0.063–0.067) | 0.0635(±0.029, 0.062–0.066) | p < 0.001 |
SD- Standard deviation, DM- Diabetes mellitus, DR – Diabetic retinopathy
Figure 3Scatter plot representing the linear relationship between initial unstretched length of RBCs with final stretched length of RBCs in the control group.
Figure 4Scatter plot representing the linear relationship between initial unstretched length of RBC with final stretched length of RBCs in the Type 2 diabetes mellitus group without diabetic retinopathy.
Figure 5Scatter plot representing the linear relationship between initial unstretched length of RBC with final stretched length of RBCs in the diabetic retinopathy group.
Figure 6Kernel Density Plots for Initial and Stretched cell sizes for control and diabetic retinopathy group.
Figure 7Kernel Density estimate plots for deformability indices for control, diabetic retinopathy and diabetic RBCs without diabetic retinopathy.
Figure 8Scatter plot showing the difference between linear fit lines for control and study groups for deformability index and initial RBC cell sizes.
Univariate regression analysis affecting the initial cell size:-
| Potassium | 0.334 | 0.047–0.565 | 0.024 |
| Random blood glucose | 0.424 | 0.012–0.071 | 0.008 |
| HbA1C | 0.406 | 0.019–0.096 | 0.006 |
| MCH | 0.274 | −0.14 to–0.001 | 0.045 |
MCH – Mean corpuscle hemoglobin, HbA1C – glyosylated hemoglobin