PCSK9 Inhibitor Use and the Risk of Age-Related Macular Degeneration in Patients with Atherosclerotic Cardiovascular Disease
Abstract
1. Introduction
2. Results
2.1. Risk of AMD
2.2. Stratified and Subgroup Analyses
2.3. Sensitivity Analyses
3. Discussion
4. Materials and Methods
4.1. Study Design and Data Sources
4.2. Study Population and Exposure
4.3. Outcome Measures
4.4. Covariates and Confounders
4.5. Statistical Analyses
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| AMD | Age-related macular degeneration |
| ASCVD | Atherosclerotic cardiovascular disease |
| CI | Confidence interval |
| CVD | Cardiovascular disease |
| HR | Hazard ratio |
| ICD-10 | International Classification of Diseases, 10th Revision |
| LDL-C | Low-density lipoprotein cholesterol |
| PCSK9 | Proprotein convertase subtilisin/kexin type 9 |
| PSM | Propensity score matching |
| RPE | Retinal pigment epithelium |
| SD | Standard deviation |
| VEGF | Vascular endothelial growth factor |
References
- Younus, A.; Aneni, E.C.; Spatz, E.S.; Osondu, C.U.; Roberson, L.; Ogunmoroti, O.; Malik, R.; Ali, S.S.; Aziz, M.; Feldman, T.; et al. A systematic review of the prevalence and outcomes of ideal cardiovascular health in US and non-US populations. Mayo Clin. Proc. 2016, 91, 649–670. [Google Scholar] [CrossRef] [PubMed]
- Vasan, R.S.; Enserro, D.M.; Xanthakis, V.; Beiser, A.S.; Seshadri, S. Temporal trends in the remaining lifetime risk of cardiovascular disease among middle-aged adults across 6 decades: The Framingham Study. Circulation 2022, 145, 1324–1338. [Google Scholar] [CrossRef] [PubMed]
- Ference, B.A.; Ginsberg, H.N.; Graham, I.; Ray, K.K.; Packard, C.J.; Bruckert, E.; Hegele, R.A.; Krauss, R.M.; Raal, F.J.; Schunkert, H.; et al. Low-density lipoproteins cause atherosclerotic cardiovascular disease. 1. Evidence from genetic, epidemiologic, and clinical studies. A consensus statement from the European Atherosclerosis Society Consensus Panel. Eur. Heart J. 2017, 38, 2459–2472. [Google Scholar] [CrossRef] [PubMed]
- Urban, D.; Pöss, J.; Böhm, M.; Laufs, U. Targeting the proprotein convertase subtilisin/kexin type 9 for the treatment of dyslipidemia and atherosclerosis. J. Am. Coll. Cardiol. 2013, 62, 1401–1408. [Google Scholar] [CrossRef]
- Sabatine, M.S.; Giugliano, R.P.; Keech, A.C.; Honarpour, N.; Wiviott, S.D.; Murphy, S.A.; Kuder, J.F.; Wang, H.; Liu, T.; Wasserman, S.M.; et al. Evolocumab and clinical outcomes in patients with cardiovascular disease. N. Engl. J. Med. 2017, 376, 1713–1722. [Google Scholar] [CrossRef]
- Schwartz, G.G.; Steg, P.G.; Szarek, M.; Bhatt, D.L.; Bittner, V.A.; Diaz, R.; Edelberg, J.M.; Goodman, S.G.; Hanotin, C.; Harrington, R.A.; et al. Alirocumab and cardiovascular outcomes after acute coronary syndrome. N. Engl. J. Med. 2018, 379, 2097–2107. [Google Scholar] [CrossRef]
- Wong, W.L.; Su, X.; Li, X.; Cheung, C.M.G.; Klein, R.; Cheng, C.Y.; Wong, T.Y. Global prevalence of age-related macular degeneration and disease burden projection for 2020 and 2040: A systematic review and meta-analysis. Lancet Glob. Health 2014, 2, e106–e116. [Google Scholar] [CrossRef]
- Jonas, J.B.; Cheung, C.M.G.; Panda-Jonas, S. Updates on the epidemiology of age-related macular degeneration. Asia-Pac. J. Ophthalmol. 2017, 6, 493–497. [Google Scholar] [CrossRef]
- Wu, J.; Uchino, M.; Sastry, S.M.; Schaumberg, D.A. Age-related macular degeneration and the incidence of cardiovascular disease: A systematic review and meta-analysis. PLoS ONE 2014, 9, e89600. [Google Scholar] [CrossRef]
- Jung, W.; Han, K.; Kim, B.; Hwang, S.; Yoon, J.M.; Park, J.; Lim, D.H.; Shin, D.W. Age-related macular degeneration with visual disability is associated with cardiovascular disease risk in the Korean nationwide cohort. J. Am. Heart Assoc. 2023, 12, e028027. [Google Scholar] [CrossRef]
- Chang, C.C.; Huang, C.H.; Chou, Y.C.; Chang, J.Y.; Sun, C.A. Association between age-related macular degeneration and risk of heart failure: A population-based nested case-control study. J. Am. Heart Assoc. 2021, 10, e020071. [Google Scholar] [CrossRef]
- Binder, C.J.; Papac-Milicevic, N.; Witztum, J.L. Innate sensing of oxidation-specific epitopes in health and disease. Nat. Rev. Immunol. 2016, 16, 485–497. [Google Scholar] [CrossRef] [PubMed]
- Sene, A.; Khan, A.A.; Cox, D.; Nakamura, R.E.I.; Santeford, A.; Kim, B.M.; Sidhu, R.; Onken, M.D.; Harbour, J.W.; Hagbi-Levi, S.; et al. Impaired cholesterol efflux in senescent macrophages promotes age-related macular degeneration. Cell Metab. 2013, 17, 549–561. [Google Scholar] [CrossRef]
- Wynn, T.A. Common and unique mechanisms regulate fibrosis in various fibroproliferative diseases. J. Clin. Investig. 2007, 117, 524–529. [Google Scholar] [CrossRef]
- Handa, J.T.; Bowes Rickman, C.; Dick, A.D.; Gorin, M.B.; Miller, J.W.; Toth, C.A.; Ueffing, M.; Zarbin, M.; Farrer, L.A. A systems biology approach towards understanding and treating non-neovascular age-related macular degeneration. Nat. Commun. 2019, 10, 3347. [Google Scholar] [CrossRef]
- Álvarez-Barrios, A.; Álvarez, L.; Sáenz de Santa María, P.; García, M.; Álvarez-Buylla, J.R.; Pereiro, R.; González-Iglesias, H. Dysregulated lipid metabolism in a retinal pigment epithelial cell model and serum of patients with age-related macular degeneration. BMC Biol. 2025, 23, 96. [Google Scholar] [CrossRef] [PubMed]
- Cammisotto, V.; Baratta, F.; Simeone, P.G.; Barale, C.; Lupia, E.; Galardo, G.; Santilli, F.; Russo, I.; Pignatelli, P. Proprotein convertase subtilisin kexin type 9 (PCSK9) beyond lipids: The role in oxidative stress and thrombosis. Antioxidants 2022, 11, 569. [Google Scholar] [CrossRef]
- Schremmer, J.; Busch, L.; Baasen, S.; Heinen, Y.; Sansone, R.; Heiss, C.; Kelm, M.; Stern, M. Chronic PCSK9 inhibitor therapy leads to sustained improvements in endothelial function, arterial stiffness, and microvascular function. Microvasc. Res. 2023, 148, 104513. [Google Scholar] [CrossRef]
- Morales-Portano, J.D.; Trujillo-Cortés, R.; Roa-Martínez, B.M.; Pérez-Cabeza de Vaca, R.; García, S.; Mondragón-Terán, P.; Suárez-Cuenca, J.A. Expression of pro- and anti-inflammatory cytokines during anti-proprotein convertase subtilisin/kexin type 9 therapy in patients with statin-resistant familial hypercholesterolemia. Front. Cardiovasc. Med. 2024, 11, 1417044. [Google Scholar] [CrossRef]
- Vavvas, D.G.; Daniels, A.B.; Kapsala, Z.G.; Goldfarb, J.W.; Ganotakis, E.; Loewenstein, J.I.; Young, L.H.; Gragoudas, E.S.; Eliott, D.; Kim, I.K.; et al. Regression of some high-risk features of age-related macular degeneration (AMD) in patients receiving intensive statin treatment. eBioMedicine 2016, 5, 198–203. [Google Scholar] [CrossRef] [PubMed]
- Curcio, C.A.; Johnson, M.; Rudolf, M.; Huang, J.D. The oil spill in ageing Bruch membrane. Br. J. Ophthalmol. 2011, 95, 1638–1645. [Google Scholar] [CrossRef]
- Curcio, C.A.; Johnson, M.; Huang, J.D.; Rudolf, M. Aging, age-related macular degeneration, and the response-to-retention of apolipoprotein B-containing lipoproteins. Prog. Retin. Eye Res. 2009, 28, 393–422. [Google Scholar] [CrossRef]
- Curcio, C.A. Antecedents of Soft Drusen, the Specific Deposits of Age-Related Macular Degeneration, in the Biology of Human Macula. Investig. Ophthalmol. Vis. Sci. 2018, 59, AMD182–AMD194. [Google Scholar] [CrossRef]
- Wang, L.; Clark, M.E.; Crossman, D.K.; Kojima, K.; Messinger, J.D.; Mobley, J.A.; Curcio, C.A. Abundant lipid and protein components of drusen. PLoS ONE 2010, 5, e10329. [Google Scholar] [CrossRef]
- Chantarasorn, Y.; Funilkul, K. A Temporal association between regression of pachydrusen and use of proprotein convertase subtilisin kexin 9 inhibitor: A case report. Case Rep. Ophthalmol. 2024, 15, 614–620. [Google Scholar] [CrossRef] [PubMed]
- Santos, F.M.; Gaspar, L.M.; Ciordia, S.; Rocha, A.S.; Castro, E.; Sousa, J.P.; Paradela, A.; Passarinha, L.A.; Tomaz, C.T. iTRAQ quantitative proteomic analysis of vitreous from patients with retinal detachment. Int. J. Mol. Sci. 2018, 19, 1157. [Google Scholar] [CrossRef]
- Nassisi, M.; Tepelus, T.; Nittala, M.G.; Sadda, S.R. Choriocapillaris flow impairment predicts the development and enlargement of drusen. Graefe’s Arch. Clin. Exp. Ophthalmol. 2019, 257, 2079–2085. [Google Scholar] [CrossRef]
- Krytkowska, E.; Ulanczyk, Z.; Grabowicz, A.; Mozolewska-Piotrowska, K.; Safranow, K.; Palucha, A.; Krawczyk, M.; Sikora, P.; Matczynska, E.; Stahl, A.; et al. Retinal vessel functionality is linked with ARMS2 A69S and CFH Y402H polymorphisms and choroidal status in AMD patients. Investig. Ophthalmol. Vis. Sci. 2021, 62, 30. [Google Scholar] [CrossRef]
- Nägele, M.P.; Raemy, Y.; Kreysing, L.; Barthelmes, J.; Ruschitzka, F.; Flammer, A.J.; Sudano, I. Improvement of retinal microvascular function after initiation of lipid-lowering therapy with PCSK9 inhibitors—An observational study. J. Clin. Lipidol. 2025, 19, 982–989. [Google Scholar] [CrossRef] [PubMed]
- Zhou, Q.; Tang, H.; Li, S. Protective effect of evolocumab on Müller cells in the rat retina under hyperglycaemic and hypoxic conditions. J. Diabetes Complicat. 2023, 37, 108593. [Google Scholar] [CrossRef] [PubMed]
- Roshanipour, N.; Shahriyari, E.; Ghaffari Laleh, M.; Vahedi, L.; Mirjand Gerami, S.; Khamaneh, A. Associations of TLR4 and IL-8 genes polymorphisms with age-related macular degeneration (AMD): A systematic review and meta-analysis. Ophthal. Genet. 2021, 42, 641–649. [Google Scholar] [CrossRef] [PubMed]
- Navneet, S.; Wilson, K.; Rohrer, B. Müller glial cells in the macula: Their activation and cell-cell interactions in age-related macular degeneration. Investig. Ophthalmol. Vis. Sci. 2024, 65, 42. [Google Scholar] [CrossRef]
- Shah, J.; Gerendás, L.; Serhan, H.; Ahmed, H.; Festok, M.; Mahrous, M.A.; Kovacs, K.D.; Kiss, S. Association between PCSK9 inhibitor use and risk of age-related macular degeneration. Eye 2026, 40, 739–740. [Google Scholar] [CrossRef]
- Mauschitz, M.M.; Finger, R.P. Age-Related Macular Degeneration and Cardiovascular Diseases: Revisiting the Common Soil Theory. Asia-Pac. J. Ophthalmol. 2022, 11, 94–99. [Google Scholar] [CrossRef]
- Age-Related Eye Disease Study Research Group. Risk factors associated with age-related macular degeneration. A case-control study in the Age-Related Eye Disease Study: Age-Related Eye Disease Study Report Number 3: Age-Related Eye Disease Study Report number 3. Ophthalmology 2000, 107, 2224–2232. [Google Scholar] [CrossRef]
- Jia, F.; Fei, S.F.; Tong, D.B.; Xue, C.; Li, J.J. Sex difference in circulating PCSK9 and its clinical implications. Front. Pharmacol. 2022, 13, 953845. [Google Scholar] [CrossRef]
- Fu, W.; Gao, X.P.; Zhang, S.; Dai, Y.P.; Zou, W.J.; Yue, L.M. 17β-Estradiol Inhibits PCSK9-Mediated LDLR Degradation Through GPER/PLC Activation in HepG2 Cells. Front. Endocrinol. 2020, 10, 930. [Google Scholar] [CrossRef]
- Ghosh, M.; Gälman, C.; Rudling, M.; Angelin, B. Influence of physiological changes in endogenous estrogen on circulating PCSK9 and LDL cholesterol. J. Lipid Res. 2015, 56, 463–469. [Google Scholar] [CrossRef] [PubMed]
- Klein, R.; Klein, B.E.K.; Knudtson, M.D.; Wong, T.Y.; Cotch, M.F.; Liu, K.; Burke, G.; Saad, M.F.; Jacobs, D.R. Prevalence of age-related macular degeneration in 4 racial/ethnic groups in the multi-ethnic study of atherosclerosis. Ophthalmology 2006, 113, 373–380. [Google Scholar] [CrossRef] [PubMed]
- Nanna, M.G.; Navar, A.M.; Zakroysky, P.; Xiang, Q.; Goldberg, A.C.; Robinson, J.; Roger, V.L.; Virani, S.S.; Wilson, P.W.F.; Elassal, J.; et al. Association of Patient Perceptions of Cardiovascular Risk and Beliefs on Statin Drugs with Racial Differences in Statin Use: Insights from the Patient and Provider Assessment of Lipid Management Registry. JAMA Cardiol. 2018, 3, 739–748. [Google Scholar] [CrossRef]
- Enkhmaa, B.; Kim, K.; Zhang, W.; Prakash, N.; Truax, K.; Anuurad, E.; Berglund, L. PCSK9 in African Americans and Caucasians in Relation to Lp(a) Level, Apo(a) Size and Heritability. J. Endocr. Soc. 2020, 4, bvaa073. [Google Scholar] [CrossRef] [PubMed]
- Höfler, M. The effect of misclassification on the estimation of association: A review. Int. J. Methods Psychiatr. Res. 2005, 14, 92–101. [Google Scholar] [CrossRef]
- TriNetX. Available online: https://trinetx.com/ (accessed on 4 November 2025).
- Kahn, M.G.; Callahan, T.J.; Barnard, J.; Bauck, A.E.; Brown, J.; Davidson, B.N.; Estiri, H.; Goerg, C.; Holve, E.; Johnson, S.G.; et al. A harmonized data quality assessment terminology and framework for the secondary use of electronic health record data. EGEMs 2016, 4, 1244. [Google Scholar] [CrossRef]
- Hess, P.L.; Kennedy, K.; Cowherd, M.; Virani, S.S.; Masoudi, F.A.; Navar, A.M.; Yeh, R.W.; Ho, P.M.; Maddox, T.M. Implications of the FDA approval of PCSK9 inhibitors and FOURIER results for contemporary cardiovascular practice: An NCDR Research to Practice (R2P) project. Am. Heart J. 2018, 195, 151–152. [Google Scholar] [CrossRef] [PubMed]
- Fleckenstein, M.; Keenan, T.D.L.; Guymer, R.H.; Chakravarthy, U.; Schmitz-Valckenberg, S.; Klaver, C.C.; Wong, W.T.; Chew, E.Y. Age-related macular degeneration. Nat. Rev. Dis. Primers 2021, 7, 31. [Google Scholar] [CrossRef]
- Guymer, R.H.; Campbell, T.G. Age-related macular degeneration. Lancet 2023, 401, 1459–1472. [Google Scholar] [CrossRef]
- Austin, P.C. An introduction to propensity score methods for reducing the effects of confounding in observational studies. Multivar. Behav. Res. 2011, 46, 399–424. [Google Scholar] [CrossRef]
- Austin, P.C. Optimal caliper widths for propensity-score matching when estimating differences in means and differences in proportions in observational studies. Pharm. Stat. 2011, 10, 150–161. [Google Scholar] [CrossRef] [PubMed]
- Austin, P.C. Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samples. Stat. Med. 2009, 28, 3083–3107. [Google Scholar] [CrossRef] [PubMed]
- Xue, X.; Xie, X.; Gunter, M.; Rohan, T.E.; Wassertheil-Smoller, S.; Ho, G.Y.F.; Cirillo, D.; Yu, H.; Strickler, H.D. Testing the proportional hazards assumption in case-cohort analysis. BMC Med. Res. Methodol. 2013, 13, 88. [Google Scholar] [CrossRef]



| Characteristics * | |||
|---|---|---|---|
| PCSK9 Inhibitor Users (n = 50,102) | Statin Users (n = 50,102) | SMD † | |
| Age at the index date | 68.1 ± 8.4 | 67.9 ± 8.9 | 0.027 |
| Sex, n (%) | |||
| Male | 26,489 (52.9) | 26,311 (52.5) | 0.007 |
| Female | 23,563 (47.0) | 23,748 (47.4) | 0.007 |
| Unknown sex | 50 (0.1) | 43 (0.1) | 0.005 |
| Ethnicity, n (%) | |||
| Not Hispanic or Latino | 40,538 (80.9) | 40,943 (81.7) | 0.021 |
| Hispanic or Latino | 1408 (2.8) | 1251 (2.5) | 0.019 |
| Unknown ethnicity | 8156 (16.3) | 7908 (15.8) | 0.013 |
| Race, n (%) | |||
| White | 41,340 (82.5) | 42,327 (84.5) | 0.053 |
| African American | 3874 (7.7) | 3514 (7.0) | 0.027 |
| Asian | 1209 (2.4) | 1105 (2.2) | 0.014 |
| American Indian or Alaska Native | 173 (0.3) | 170 (0.3) | 0.001 |
| Native Hawaiian or Other Pacific Islander | 121 (0.2) | 131 (0.3) | 0.004 |
| Other race | 885 (1.8) | 818 (1.6) | 0.010 |
| Unknown race | 2500 (5.0) | 2037 (4.1) | 0.044 |
| Comorbidities, n (%) | |||
| Hypertension | 32,322 (64.5) | 31,934 (63.7) | 0.016 |
| Diabetes mellitus | 14,333 (28.6) | 13,454 (26.9) | 0.039 |
| Heart failure | 7300 (14.6) | 6591 (13.2) | 0.041 |
| Atrial fibrillation and flutter | 6797 (13.6) | 6387 (12.7) | 0.024 |
| Hypermetropia | 365 (0.7) | 332 (0.7) | 0.008 |
| Chronic kidney disease | 6563 (13.1) | 6032 (12.0) | 0.032 |
| Lifestyle | |||
| Tobacco use, n (%) | 1551 (3.1) | 1388 (2.8) | 0.019 |
| Laboratory data | |||
| BMI | 30.3 ± 6.1 | 30.6 ± 6.8 | 0.041 |
| BMI ≥ 30 kg/m2, n (%) | 18,261 (36.4) | 18,238 (36.4) | 0.001 |
| Triglyceride | 169.2 ± 149.5 | 173.0 ± 140.2 | 0.026 |
| HDL | 48.0 ± 17.4 | 47.1 ± 19.1 | 0.051 |
| LDL | 123.5 ± 50.4 | 122.8 ± 46.0 | 0.016 |
| LDL ≥ 130 mg/dL, n (%) | 15,509 (31.0) | 15,269 (30.5) | 0.010 |
| Total cholesterol | 204.5 ± 58.9 | 203.6 ± 56.8 | 0.016 |
| Medical service utilization, n (%) | |||
| Office or other outpatient services | 27,270 (54.4) | 27,345 (54.6) | 0.003 |
| Emergency department services | 9413 (18.8) | 8759 (17.5) | 0.034 |
| Hospital inpatient and observation care services | 7643 (15.3) | 6859 (13.7) | 0.044 |
| Medication, n (%) | |||
| Corticosteroid | 17,831 (35.6) | 17,800 (35.5) | 0.001 |
| Non-steroidal anti-inflammatory drug | 8977 (17.9) | 8776 (17.5) | 0.011 |
| Metformin | 4679 (9.3) | 4514 (9.0) | 0.011 |
| Lutein | 209 (0.4) | 168 (0.3) | 0.013 |
| Zeaxanthin | 25 (0.1) | 30 (0.1) | 0.004 |
| Patients with Outcome | ||||
|---|---|---|---|---|
| Outcomes | PCSK9 Inhibitor Users (n = 50,102) | Statin Users (n = 50,102) | HR * (95% CI) | p-Value for Log-Rank Test |
| AMD | 397 | 691 | 0.81 (0.72–0.92) | 0.001 |
| Dry AMD | 181 | 329 | 0.78 (0.65–0.94) | 0.011 |
| Wet AMD | 98 | 163 | 0.90 (0.70–1.16) | 0.444 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Tsai, H.-R.; Hsu, J.-Z.; Loh, C.-H.; Huang, H.-K. PCSK9 Inhibitor Use and the Risk of Age-Related Macular Degeneration in Patients with Atherosclerotic Cardiovascular Disease. Pharmaceuticals 2026, 19, 750. https://doi.org/10.3390/ph19050750
Tsai H-R, Hsu J-Z, Loh C-H, Huang H-K. PCSK9 Inhibitor Use and the Risk of Age-Related Macular Degeneration in Patients with Atherosclerotic Cardiovascular Disease. Pharmaceuticals. 2026; 19(5):750. https://doi.org/10.3390/ph19050750
Chicago/Turabian StyleTsai, Hou-Ren, Ji-Ze Hsu, Ching-Hui Loh, and Huei-Kai Huang. 2026. "PCSK9 Inhibitor Use and the Risk of Age-Related Macular Degeneration in Patients with Atherosclerotic Cardiovascular Disease" Pharmaceuticals 19, no. 5: 750. https://doi.org/10.3390/ph19050750
APA StyleTsai, H.-R., Hsu, J.-Z., Loh, C.-H., & Huang, H.-K. (2026). PCSK9 Inhibitor Use and the Risk of Age-Related Macular Degeneration in Patients with Atherosclerotic Cardiovascular Disease. Pharmaceuticals, 19(5), 750. https://doi.org/10.3390/ph19050750

