Retinal Vascular Changes in Heart Failure with Preserved Ejection Fraction Using Optical Coherence Tomography Angiography
Abstract
:1. Introduction
2. Methods
2.1. Design and Participants
2.2. OCT-A Measurements
2.3. Echocardiographic Analysis
2.4. Statistical Analysis
3. Results
3.1. Retinal Differences in HFpEF
3.2. Associations between OCT-A Markers
3.3. Asymmetry and Impact of Ocular Pathologies
4. Discussion
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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HFpEF n = 22 | Controls n = 24 | p-Value | |
---|---|---|---|
Age, years | 74 [68–80] | 68 [58–77] | 0.027 |
Female sex, n (%) | 16 (73) | 10 (42) | 0.034 |
Cardiovascular comorbidities, n (%) | |||
Atrial fibrillation | 12 (55) | 2 (8) | <0.001 |
Diabetes mellitus type 2 | 6 (27) | 0 (0) | 0.008 |
Hypertension | 18 (82) | 12 (50) | 0.024 |
Dyslipidaemia | 14 (64) | 3 (13) | <0.001 |
Stroke | 5 (23) | 0 (0) | 0.019 |
Clinical presentation | |||
Diastolic blood pressure, mmHg | 81 [66–89] | - | |
Systolic blood pressure, mmHg | 141 [124–151] | - | |
NT-proBNP, pg/mL | 553 [302–1277] | - | |
BMI, kg/m2 | 29 [25–37] | - | |
Echocardiography | |||
LVEF, % | 62 [58–66] | - | |
LVMI, g/m2 | 72 [60–86] | - | |
e’ septal, cm/s | 6.0 [5.3–7.8] | - | |
e’ lateral, cm/s | 7.9 [6.2–10.2] | - | |
E/e’ septal | 14.1 [11.6–19.5] | - | |
E/e’ lateral | 12.5 [9.3–15.9] | - | |
E/e’ average | 13.6 [10.7–17.8] | - | |
TR speed, cm/s | 2.6 [2.3–3.0] | - | |
RVSP, mmHg | 32.5 [25.0–41.3] | - | |
LAVI, ml/m2 | 48 [39–55] | - | |
OCT angiographic measurements | |||
Central retinal perfusion density | 0.22 [0.19–0.32] | 0.26 [0.21–0.31] | 0.525 |
Central retinal vessel density, mm−1 | 10.8 [9.2–15.7] | 12.9 [10.5–15.4] | 0.540 |
Macular vessel density, mm−1 | 19.9 [18.6–20.7] | 21.1 [20.6–21.4] | <0.001 |
Macular GCIPL thickness, µm | 58.8 [55.8–61.8] | 62.0 [58.6–67.4] | 0.025 |
Average central retinal thickness, µm | 281 [257–296] | 279 [263–286] | 0.668 |
Total retinal volume, mm3 | 9.5 [10.1–10.4] | 10.3 [9.9–10.7] | 0.050 |
FAZ perimeter, mm | 1.92 [1.48–2.18] | 1.98 [1.67–2.39] | 0.632 |
FAZ area, mm2 | 0.23 [0.13–0.29] | 0.23 [0.16–0.28] | 0.743 |
FAZ circularity index | 0.76 [0.71–0.80] | 0.71 [0.70–0.78] | 0.279 |
Β | 95%CI | SE β | Standardized β | p-Value | R2 | |
---|---|---|---|---|---|---|
E/e’ septal | 0.09 | 0.03–0.16 | 0.03 | 0.60 | 0.011 | 0.36 |
Adjusted for age | 0.09 | 0.02–0.16 | 0.03 | 0.59 | 0.015 | 0.37 |
Adjusted for sex | 0.11 | 0.05–0.17 | 0.03 | 0.70 | 0.002 | 0.53 |
Adjusted for DM | 0.10 | 0.04–0.17 | 0.03 | 0.66 | 0.013 | 0.47 |
Adjusted for AF | 0.10 | 0.02–0.18 | 0.04 | 0.67 | 0.017 | 0.37 |
e’ septal (log(cm/s)) | −3.42 | −5.74–−1.10 | 1.09 | −0.62 | 0.006 | 0.38 |
Adjusted for age | −3.41 | −5.81–−1.00 | 1.13 | −0.61 | 0.009 | 0.38 |
Adjusted for sex | −3.73 | −6.07–−1.40 | 1.10 | −0.67 | 0.004 | 0.44 |
Adjusted for DM | −3.32 | −5.68–−0.96 | 1.11 | −0.60 | 0.009 | 0.41 |
Adjusted for AF | −3.78 | −6.62–−0.95 | 1.33 | −0.68 | 0.012 | 0.39 |
E/e’ average | 0.09 | 0.004–0.17 | 0.04 | 0.50 | 0.041 | 0.25 |
Adjusted for age | 0.09 | 0.006–0.18 | 0.04 | 0.52 | 0.038 | 0.29 |
Adjusted for sex | 0.12 | 0.04–0.20 | 0.04 | 0.66 | 0.008 | 0.45 |
Adjusted for DM | 0.10 | 0.01–0.18 | 0.04 | 0.54 | 0.030 | 0.33 |
Adjusted for AF | 0.09 | −0.01–0.20 | 0.05 | 0.52 | 0.067 | 0.25 |
OCT Angiographic Measurements | HFpEF n = 22 | Controls n = 24 | p-Value |
---|---|---|---|
Central retinal perfusion density | 0.22 [0.19–0.32] | 0.26 [0.21–0.31] | 0.525 |
OS (n = 21/15) | 0.25 [0.18–0.33] | 0.26 [0.18–0.31] | 0.680 |
OD (n = 18/18) | 0.24 [0.20–0.31] | 0.25 [0.21–0.31] | 0.606 |
Central retinal vessel density, mm−1 | 10.8 [9.2–15.7] | 12.9 [10.5–15.4] | 0.540 |
OS (n = 21/15) | 11.8 [9.3–16.0] | 13.0 [8.9–15.4] | 0.849 |
OD (n = 18/18) | 11.8 [8.5–15.3] | 12.4 [10.4–14.9] | 0.650 |
Macular vessel density, mm−1 | 19.9 [18.6–20.7] | 21.1 [20.6–21.4] | <0.001 |
OS (n = 21/15) | 20.3 [18.8–20.8] | 20.8 [20.5–21.5] | 0.009 |
OD (n = 18/18) | 20.0 [17.8–20.9] | 21.0 [20.8–21.3] | 0.002 |
Macular GCIPL thickness, µm | 58.8 [55.8–61.8] | 62.0 [58.6–67.4] | 0.025 |
OS (n = 20/15) | 60.7 [56.0–63.8] | 61.1 [58.6–64.9] | 0.191 |
OD (n = 19/18) | 58.2 [53.7–60.1] | 62.2 [59.8–67.4] | 0.004 |
Average central retinal thickness, µm | 281 [257–296] | 279 [263–286] | 0.668 |
OS (n = 19/15) | 284 [265–299] | 270 [250–280] | 0.111 |
OD (n = 20/19) | 287 [256–302] | 282 [261–286] | 0.647 |
Total retinal volume, mm3 | 9.5 [10.1–10.4] | 10.3 [9.9–10.7] | 0.050 |
OS (n = 19/15) | 10.2 [9.8–10.4] | 10.3 [10.0–10.6] | 0.354 |
OD (n = 20/19) | 10.0 [9.5–10.4] | 10.5 [9.9–10.9] | 0.038 |
FAZ perimeter, mm | 1.92 [1.48–2.18] | 1.98 [1.67–2.39] | 0.632 |
OS (n = 17/15) | 1.94 [1.52–2.38] | 2.05 [1.85–2.48] | 0.295 |
OD (n = 14/17) | 1.74 [1.23–2.10] | 1.99 [1.66–2.35] | 0.215 |
FAZ area, mm2 | 0.23 [0.13–0.29] | 0.23 [0.16–0.28] | 0.743 |
OS (n = 17/15) | 0.23 [0.14–0.30] | 0.24 [0.21–0.38] | 0.551 |
OD (n = 14/17) | 0.17 [0.09–0.27] | 0.23 [0.16–0.30] | 0.316 |
FAZ circularity index | 0.76 [0.71–0.80] | 0.71 [0.70–0.78] | 0.279 |
OS (n = 17/15) | 0.77 [0.71–0.81] | 0.70 [0.66–0.78] | 0.216 |
OD (n = 14/17) | 0.75 [0.73–0.78] | 0.72 [0.70–0.77] | 0.262 |
Left Eye | Right Eye | |||||||
---|---|---|---|---|---|---|---|---|
β | St. β | p-Value | R2 | β | St. β | p-Value | R2 | |
E/e’ septal | 0.02 | 0.112 | 0.680 | 0.013 | 0.17 | 0.687 | 0.003 | 0.471 |
Adjusted for age | 0.02 | −0.190 | 0.496 | 0.049 | 0.17 | 0.685 | 0.005 | 0.474 |
Adjusted for sex | 0.05 | 0.249 | 0.349 | 0.220 | 0.17 | 0.720 | 0.004 | 0.491 |
Adjusted for diabetes mellitus | 0.04 | 0.185 | 0.507 | 0.101 | 0.17 | 0.706 | 0.004 | 0.488 |
Adjusted for atrial fibrillation | −0.01 | −0.055 | 0.872 | 0.063 | 0.19 | 0.804 | 0.003 | 0.518 |
e’ septal (log(cm/s)) | −1.12 | −0.168 | 0.519 | 0.028 | −5.77 | −0.677 | 0.003 | 0.458 |
Adjusted for age | −0.03 | −0.153 | 0.543 | 0.052 | −5.77 | −0.677 | 0.004 | 0.458 |
Adjusted for sex | −1.66 | −0.250 | 0.340 | 0.149 | −5.82 | −0.682 | 0.004 | 0.459 |
Adjusted for diabetes mellitus | −0.96 | −0.144 | 0.580 | 0.098 | −5.80 | −0.680 | 0.004 | 0.459 |
Adjusted for atrial fibrillation | −0.12 | −0.019 | 0.953 | 0.073 | −6.89 | −0.808 | 0.003 | 0.502 |
E/e’ average | 0.02 | 0.084 | 0.757 | 0.007 | 0.16 | 0.568 | 0.022 | 0.322 |
Adjusted for age | 0.02 | 0.105 | 0.706 | 0.049 | 0.16 | 0.583 | 0.023 | 0.340 |
Adjusted for sex | 0.06 | 0.267 | 0.327 | 0.225 | 0.17 | 0.626 | 0.020 | 0.352 |
Adjusted for diabetes mellitus | 0.03 | 0.132 | 0.633 | 0.085 | 0.16 | 0.577 | 0.025 | 0.329 |
Adjusted for atrial fibrillation | −0.02 | −0.071 | 0.828 | 0.065 | 0.18 | 0.638 | 0.026 | 0.341 |
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Weerts, J.; Raafs, A.G.; Sandhoefner, B.; van der Heide, F.C.T.; Mourmans, S.G.J.; Wolff, N.; Finger, R.P.; Falahat, P.; Wintergerst, M.W.M.; van Empel, V.P.M.; et al. Retinal Vascular Changes in Heart Failure with Preserved Ejection Fraction Using Optical Coherence Tomography Angiography. J. Clin. Med. 2024, 13, 1892. https://doi.org/10.3390/jcm13071892
Weerts J, Raafs AG, Sandhoefner B, van der Heide FCT, Mourmans SGJ, Wolff N, Finger RP, Falahat P, Wintergerst MWM, van Empel VPM, et al. Retinal Vascular Changes in Heart Failure with Preserved Ejection Fraction Using Optical Coherence Tomography Angiography. Journal of Clinical Medicine. 2024; 13(7):1892. https://doi.org/10.3390/jcm13071892
Chicago/Turabian StyleWeerts, Jerremy, Anne G. Raafs, Birgit Sandhoefner, Frank C. T. van der Heide, Sanne G. J. Mourmans, Nicolas Wolff, Robert P. Finger, Peyman Falahat, Maximilian W. M. Wintergerst, Vanessa P. M. van Empel, and et al. 2024. "Retinal Vascular Changes in Heart Failure with Preserved Ejection Fraction Using Optical Coherence Tomography Angiography" Journal of Clinical Medicine 13, no. 7: 1892. https://doi.org/10.3390/jcm13071892
APA StyleWeerts, J., Raafs, A. G., Sandhoefner, B., van der Heide, F. C. T., Mourmans, S. G. J., Wolff, N., Finger, R. P., Falahat, P., Wintergerst, M. W. M., van Empel, V. P. M., & Heymans, S. R. B. (2024). Retinal Vascular Changes in Heart Failure with Preserved Ejection Fraction Using Optical Coherence Tomography Angiography. Journal of Clinical Medicine, 13(7), 1892. https://doi.org/10.3390/jcm13071892