| Literature DB >> 35673505 |
Anchal Lal1,2,3, Neha Dave4, Samia Kazi1,2, Paul Mitchell2,3, Aravinda Thiagalingam1,2.
Abstract
Aims: Endothelial dysfunction is an early risk marker of cardiovascular disease in diabetes mellitus. Timely screening is important in reducing cardiovascular disease-associated morbidity and mortality. This cross-sectional study investigates the acceptability and preferability of non-invasive cardiovascular risk procedures (EndoPAT2000 system and the ECG-gated fundoscope) in participants with diabetes mellitus compared to controls.Entities:
Keywords: Diabetes mellitus; Heart disease risk factors; Ophthalmoscopes; Surveys and questionnaires; Tonometry
Year: 2022 PMID: 35673505 PMCID: PMC9167168 DOI: 10.1007/s40200-022-00996-3
Source DB: PubMed Journal: J Diabetes Metab Disord ISSN: 2251-6581
Fig. 1Flowchart of participants from the Australian Heart Eye sub-study who completed the questionnaire. DM, Diabetes Mellitus; DR, Diabetic Retinopathy; T2DM, Type 2 Diabetes Mellitus
Questionnaire participant baseline characteristics
| Variable | Controls ( | DM ( | |||
|---|---|---|---|---|---|
| n (%) | Mean (± SD) | n (%) | Mean (± SD) | ||
| Age (years) | 106 | 40.4 ± 12.6 | 117 | 47.8 ± 13.0 | <0.0001 |
| Sex | 106 | 117 | 0.08 | ||
| Male | 42 (39.6) | 60 (51.3) | |||
| Female | 64 (60.4) | 57 (48.7) | |||
| Ethnicitya,b | 106 | 117 | 0.009** | ||
| Caucasian | 31 (29.2) | 37 (31.6) | 0.69 | ||
| South Asian | 32 (30.2) | 30 (25.6) | 0.42 | ||
| Middle Eastern | 8 (7.5) | 19 (16.2) | 0.046* | ||
| South-East Asian | 11(10.4) | 4 (3.4) | 0.04* | ||
| Pacific Islander | 3 (2.8) | 7 (6.0) | 0.27 | ||
| Mediterranean | 14 (13.2) | 4 (3.4) | 0.007** | ||
| Mixed race | 3 (2.8) | 8 (6.8) | 0.16 | ||
| Other | 4 (3.8) | 8 (6.8) | 0.32 | ||
| Educationa,c | 102 | 98 | <0.0001 | ||
| No school certificate | 1 (1.0) | 17 (17.3) | <0.0001 | ||
| School or intermediate certificate | 3 (2.9) | 7 (7.1) | 0.16 | ||
| Higher school or leaving certificate | 3 (2.9) | 13 (13.3) | 0.007** | ||
| Trade/apprenticeship | 3 (2.9) | 5 (5.1) | 0.42 | ||
| Certificate/diploma | 17 (16.7) | 23 (23.5) | 0.23 | ||
| University degree or higher | 75 (73.5) | 33 (33.7) | <0.0001 | ||
| Smoking statusa,d | 106 | 117 | 0.0005*** | ||
| Never smoker | 84 (79.2) | 66 (56.4) | 0.0003*** | ||
| Ex-smoker | 20 (18.9) | 48 (41.0) | 0.0003*** | ||
| Current smoker | 2 (1.9) | 3 (2.6) | 0.76 | ||
| Body mass index (kg.m−2) | 104 | 25.1 ± 5.9 | 117 | 30.4 ± 7.0 | <0.0001 |
| Waist circumference (cm) | 97 | 84.9 ± 15.0 | 111 | 106.4 ± 21.6 | <0.0001 |
| 103 | 117 | ||||
| Mean arterial pressure | 91.0 ± 9.2 | 96.1 ± 10.1 | <0.0001 | ||
| Systolic blood pressure | 119.4 ± 13.9 | 127.6 ± 17.0 | 0.0001*** | ||
| Diastolic blood pressure | 76.8 ± 7.8 | 80.4 ± 8.2 | 0.001** | ||
| Heart Rate (bpm) | 103 | 69.2 ± 11.1 | 117 | 78.7 ± 13.9 | <0.0001 |
| Diabetes duration (years) | – | 104 | 9.4 ± 8.7 | – | |
| Hypertension | 16 (15.2) | 49 (43.0) | <0.0001 | ||
| Hypercholesterolemia | 17 (16.3) | 60 (52.2) | <0.0001 | ||
| Fatty liver disease | 2 (1.9) | 12 (10.3) | 0.008** | ||
| 106 | 117 | <0.0001 | |||
| Nile | 102 (96.2) | 61 (52.1) | <0.0001 | ||
| Absentf | 4 (3.8) | 13 (11.1) | 0.04* | ||
| Questionableg | 0 (0.0) | 5 (4.3) | 0.03* | ||
| Minimal-mild NPDR | 0 (0.0) | 20 (17.1) | <0.0001 | ||
| Moderate-Severe NPDR | 0 (0.0) | 15 (12.8) | 0.0001*** | ||
| Inactive PDR | 0 (0.0) | 3 (2.6) | 0.09 | ||
DM Diabetes Mellitus, NPDR Non-Proliferative Diabetic Retinopathy, PDR Proliferative Diabetic Retinopathy
a. p value based on Fisher’s exact test
b. Bonferroni adjusted p < 0.003
c. Bonferroni adjusted p < 0.004
d. Bonferroni adjusted p < 0.008
e. No abnormal changes in retina
f. Vascular changes are related to hypertension rather than diabetes mellitus
g. Microaneurysms absent with either 1) definite hard exudates, soft exudates or intraretinal microvascular abnormalities or 2) definite haemorrhages
*p < 0.05, **p < 0.01, ***p < 0.001
Fig. 2Comparison of self-rated health between controls and participants with diabetes mellitus. DM, Diabetes Mellitus
Questionnaire responses from controls and participants with diabetes mellitus of being examined by EndoPAT2000 system and ECG-gated fundoscope
| Mean Score (SD) | |||
|---|---|---|---|
| Questiona | Controls | DM | |
| Do you prefer the EndoPAT or retinal photographs more? | |||
| 2.4 (1.1) | 2.5 (0.9) | 0.38 |
| EndoPAT2000 system questions | |||
| What level of difficulty did you experience fasting? | |||
| 1.6 (1.1) | 1.3 (0.7) | 0.03* |
| What degree of discomfort did you experience during the 5 minute compression around the arm? | |||
| 2.4 (1.1) | 2.0 (1.2) | 0.02* |
| How difficult was it lying still for 15 minutes? | |||
| 1.9 (1.0) | 1.4 (0.9) | 0.0005*** |
| Would you have the EndoPAT test performed again? | |||
| 1.7 (1.0) | 1.3 (0.8) | 0.0005*** |
| ECG-gated fundoscope questions | |||
| What degree of discomfort did the eyedrops provide? | |||
| 2.6 (0.9) | 2.4 (1.1) | 0.049* |
| How difficult was it to maintain still during retinal photograph acquisition? | |||
| 2.5 (1.2) | 2.5 (1.3) | 0.65 |
| How difficult was it not to blink during photo acquisition? | |||
| 3.1 (1.3) | 2.6 (1.3) | 0.003** |
| What degree of discomfort did the flash provide? | |||
| 3.1 (1.1) | 2.5 (1.3) | 0.0002*** |
| Did it make it easier to prepare for when the camera flashed with the study coordinator’s guidance? | |||
| 1.5 (0.9) | 1.1 (0.5) | 0.0001*** |
| What degree of discomfort did the green light provide? | |||
| 2.3 (1.0) | 1.6 (0.8) | <0.0001 |
| What degree of discomfort did the red light provide? | |||
| 2.7 (1.1) | 2.3 (1.2) | 0.02* |
| What degree of discomfort did the flickering light provide? | |||
| 2.7 (1.2) | 1.9 (1.1)b | <0.0001 |
| How would you rate the duration of the flicker test? | |||
| 2.4 (1.3)c | 1.9 (1.1)b | 0.001** |
| Did you feel reasonably well 5 hours post retinal photographs? | |||
| 1.7 (1.1) | 1.3 (0.8) | 0.001** |
| Would you do the eye test again? | |||
| 2.2 (1.3) | 1.5 (1.0) | <0.0001 |
DM Diabetes Mellitus
a. All responses are based on a total of 5
b. Valid n = 115
c. Valid n = 105
*p < 0.05, **p < 0.01, ***p < 0.001
Multiple linear regression analyses of the association between examination questions and participant characteristics
| Question | ß | 95%CI | ||
|---|---|---|---|---|
| All participants | ||||
| DM | How difficult was it lying still for 15 minutes? | −0.49 | −0.79 - -0.19 | 0.001** |
| Would you have the EndoPAT test performed again?a | −0.29 | −0.57 - -0.01 | 0.04* | |
| What degree of discomfort did the eyedrops provide? | −0.34 | −0.63 - -0.05 | 0.02* | |
| How difficult was it not to blink during photo acquisition?b | −0.68 | −1.09 - -0.26 | 0.001** | |
| Did it make it easier to prepare for when the camera flashed with the study coordinator’s guidance? | −0.38 | −0.60 - -0.17 | 0.0006*** | |
| What degree of discomfort did the green light provide? | −0.76 | −1.02 - -0.49 | <0.0001 | |
| What degree of discomfort did the red light provide? | −0.46 | −0.79 - -0.13 | 0.007** | |
| What degree of discomfort did the flickering light provide?c | −0.76 | −1.09 - -0.44 | <0.0001 | |
| How would you rate the duration of the flicker test?d | −0.45 | −0.80 - -0.11 | 0.01* | |
| Would you do the eye test again?e | −0.61 | −0.97 - -0.26 | 0.0009*** | |
| DM | ||||
| What level of difficulty did you experience fasting?f | 0.18 | 0.01 - 0.34 | 0.04* | |
| Self-rated health | What degree of discomfort did the eyedrops provide? | 0.27 | 0.001 - 0.54 | 0.049* |
| How difficult was it to maintain still during retinal photograph acquisition?g | 0.40 | 0.08 - 0.72 | 0.02* | |
| How difficult was it not to blink during photo acquisition?b | 0.38 | 0.07 - 0.70 | 0.02* | |
| What degree of discomfort did the green light provide? | 0.27 | 0.07 - 0.47 | 0.009** | |
| How would you rate the duration of the flicker test?d | 0.39 | 0.15 - 0.64 | 0.002** | |
| Would you do the eye test again?d | 0.29 | 0.07 - 0.52 | 0.01* | |
Independent variables included in the model were: self-rated health, age, sex, diabetic retinopathy status, smoking status, hypertension, hypercholesterolaemia, fatty liver disease, ethnicity, education status, body mass index, waist circumference, mean arterial pressure, systolic blood pressure, diastolic blood pressure and heart rate
DM Diabetes Mellitus
a. Adjusted for hypercholesterolaemia and smoking status
b. Adjusted for age and self-rated health
c. Adjusted for age
d. Adjusted for diastolic blood pressure
e. Adjusted for hypercholesterolaemia
f. Adjusted for body mass index
g. Adjusted for age and heart rate
*p < 0.05, **p < 0.01, *** p < 0.001