Phenotype-Guided Hypertension Management in the Era of Cardiovascular–Kidney–Metabolic Syndrome: Integrating the CKM and MACARENHA Models for Personalized Dual and Triple Antihypertensive Therapy

Main Article Content

Martin Rosas-Peralta
Luis Alcocer
Héctor Galván-Oseguera
Ernesto Cardona-Muñoz
Humberto Álvarez-López
Adolfo Chávez-Mendoza
J Manuel Enciso-Muñoz
Enrique Díaz-Díaz
Silvia Palomo-Piñón

Abstract

Background: Hypertension remains the leading modifiable contributor to cardiovascular morbidity and mortality worldwide despite the availability of effective antihypertensive therapies. One of the principal limitations of contemporary management is that treatment strategies continue to focus predominantly on blood pressure values rather than on the biological complexity of the patient. Increasing evidence demonstrates that hypertension rarely exists as an isolated disease; instead, it develops within a complex network of metabolic, vascular, renal, cardiac, hepatic and neurological alterations that interact continuously throughout the lifespan. This systemic interaction has recently been formalized by the American Heart Association through the Cardiovascular–Kidney–Metabolic (CKM) Syndrome, emphasizing that obesity, diabetes, chronic kidney disease and cardiovascular disease represent different manifestations of a common pathophysiological continuum.
Objective: To propose an integrated clinical framework combining CKM staging with the MACARENHA model in order to identify predominant organ phenotypes and personalize antihypertensive therapy through rational selection of dual or triple combination treatment.
Results: CKM staging identifies overall cardiometabolic risk, whereas MACARENHA identifies the predominant target-organ phenotype responsible for disease expression. Together, both models provide complementary information that facilitates precision medicine in hypertension. Patients exhibiting a vascular phenotype characterized by arterial stiffness, endothelial dysfunction, left ventricular hypertrophy or atherosclerotic disease may derive greater benefit from renin–angiotensin system inhibition combined with calcium channel blockade. Conversely, patients presenting with renal dysfunction, albuminuria, fluid retention or heart failure represent a cardiorenal phenotype in which renin–angiotensin inhibition plus thiazide-like diuretics may provide superior cardiorenal protection. Triple therapy should be considered early in patients with advanced CKM stages, persistent uncontrolled hypertension or multiple-organ involvement.
Conclusion: Hypertension should no longer be managed as an isolated hemodynamic disorder. Integrating CKM staging with organ-based phenotyping through the MACARENHA model represents a novel conceptual approach that aligns antihypertensive treatment with the patient’s predominant biological phenotype rather than blood pressure values alone.

Article Details

Rosas-Peralta, M., Alcocer, L., Galván-Oseguera, H., Cardona-Muñoz, E., Álvarez-López, H., Chávez-Mendoza, A., … Palomo-Piñón, S. (2026). Phenotype-Guided Hypertension Management in the Era of Cardiovascular–Kidney–Metabolic Syndrome: Integrating the CKM and MACARENHA Models for Personalized Dual and Triple Antihypertensive Therapy. Annals of Clinical Hypertension, 31–39. https://doi.org/10.29328/journal.ach.1001045
Research Articles

Copyright (c) 2026 Rosas-Peralta M, et al.

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

World Health Organization. Hypertension. Geneva: WHO; 2023.

Whelton PK, Carey RM, Aronow WS, Casey Jr DE, Collins KJ, Himmelfarb CD, et al. 2017 ACC/AHA Guideline for High Blood Pressure. Hypertension. 2018;71:e13–115. Available from: https://doi.org/10.1161/hyp.0000000000000065

Williams B, Mancia G, Spiering W, et al. 2023 ESH Guidelines for the management of arterial hypertension. J Hypertens. 2023;41:1874–2071.

Kjeldsen SE. Hypertension and cardiovascular risk. Blood Press. 2018;27:193–194.

Messerli FH, Rimoldi SF, Bangalore S. The transition from hypertension to heart failure. Eur Heart J. 2017;38:942–949.

Dzau VJ, Balatbat C. Future of hypertension. Circulation. 2019;139:272–274.

Hall JE, do Carmo JM, et al. Obesity-induced hypertension. Circ Res. 2015;116:991–1006.

Verma S, McMurray JJV. Cardiorenal-metabolic interactions. Circulation. 2018;138:2763–2766.

Tuttle KR, et al. Cardiorenal metabolic syndrome. Nat Rev Nephrol. 2022;18:267–281.

Visseren FLJ, Mach F, Smulders YM, Carballo D, Koskinas KC, Bäck M, et al. 2021 ESC Guidelines on cardiovascular prevention. Eur Heart J. 2021;42:3227–3337. Available from: https://doi.org/10.1093/eurheartj/ehab484

Ndumele CE, Rangaswami J, Chow SL, Neeland IJ, Tuttle KR, Khan SS, et al. Cardiovascular-Kidney-Metabolic Health: A Presidential Advisory From the American Heart Association. Circulation. 2023;148:1606–1635. Available from: https://doi.org/10.1161/cir.0000000000001184

American Heart Association. 2026 Guideline for the Prevention, Detection, Evaluation and Management of Cardiovascular–Kidney–Metabolic Syndrome. Circulation. 2026 Jul 28;154(4):e50-e158.

Alcocer-Díaz-Barreiro L, Alcocer A, Álvarez-López H, Ancona-Vadillo AE, Antonio-Villa NE, Barquera S et al. MetabolicAdipose-Cardio-Arterial-Renal-Enterohepatic-Neurological connection in arterial hypertension (MACARENHA): positioning for the new approach to prevention, diagnosis, treatment, and follow-up of patients living with arterial hypertension in Mexico. Cardiovasc Metab Sci. 2025; 36 (2): 79-93. Available from: https://dx.doi.org/10.35366/.

Hall JE, do Carmo JM, da Silva AA, Wang Z, Hal ME, et al. Obesity-induced hypertension: interaction of neurohumoral and renal mechanisms. Circ Res. 2021;128:991–1006. Available from: https://doi.org/10.1161/CIRCRESAHA.116.305697

Koufakis T, Vlahakos D, Vlachopoulos C, Kallistratos E, Kotsa K, Liberopoulos EN, et al. Definition, Classification, Diagnosis, and Management of an Emerging Threat: Cardio-Renal-Metabolic Syndrome. Am J Cardiovasc Drugs. 2026 Jan;26(1):11-19. Available from: https://doi.org/10.1007/s40256-025-00761-w

Tain YL, Hsu CN. The Renin-Angiotensin System and Cardiovascular-Kidney-Metabolic Syndrome: Focus on Early-Life Programming. Int J Mol Sci. 2024 Mar 14;25(6):3298. Available from: https://doi.org/10.3390/ijms25063298

Kidney Disease: Improving Global Outcomes (KDIGO) CKD Work Group. KDIGO 2024 Clinical Practice Guideline for the Evaluation and Management of Chronic Kidney Disease. Kidney Int. 2024 Apr;105(4S):S117-S314. Available from: https://dx.doi.org/10.1016/j.kint.2023.10.018.

Ndumele CE, Rangaswami J, Chow SL, Neeland IJ, Tuttle KR, Khan SS, et al. American Heart Association. Cardiovascular-Kidney-Metabolic Health: A Presidential Advisory From the American Heart Association. Circulation. 2023 Nov 14;148(20):1606-1635. Available from: https://dx.doi.org/10.1161/CIR.0000000000001184.

Blüher M. Obesity: global epidemiology and pathogenesis. Nat Rev Endocrinol. 2019 May;15(5):288-298. Available from: https://dx.doi.org/10.1038/s41574-019-0176-8.

Sesti G. Pathophysiology of insulin resistance. Best Pract Res Clin Endocrinol Metab. 2006 Dec;20(4):665-79. Available from: https://dx.doi.org/10.1016/j.beem.2006.09.007.

Kim HL. Arterial stiffness and hypertension. Clin Hypertens. 2023 Dec 1;29(1):31. Available from: https://dx.doi.org/10.1186/s40885-023-00258-1.

Zhu Y, Lv C, Yang H, Lu Q, Wang X, Zhang Y, Guo M, Yang B. Chronic cardiorenal syndrome: cardio-renal protective effect of SGLT2i. Ren Fail. 2025 Dec;47(1):2575921. Available from: https://dx.doi.org/10.1080/0886022X.2025.2575921.

Williams B, Mancia G, Spiering W, Agabiti Rosei E, Azizi M, Burnier M, et al. 2023 ESH Guidelines for the management of arterial hypertension. J Hypertens. 2023;41(12):1874-2071. Available from: https://doi.org/10.1097/hjh.0000000000003480

Whelton PK, Carey RM, Aronow WS, Casey DE Jr, Collins KJ, Dennison Himmelfarb C, et al. 2017 ACC/AHA Guideline for the Prevention, Detection, Evaluation, and Management of High Blood Pressure in Adults. Hypertension. 2018;71:e13-e115.

Visseren FLJ, Mach F, Smulders YM, Carballo D, Koskinas KC, Bäck M, et al. 2021 ESC Guidelines on cardiovascular disease prevention in clinical practice. Eur Heart J. 2021;42:3227-3337. Available from: https://doi.org/10.1093/eurheartj/ehab484

Carey RM, Muntner P, Bosworth HB, Whelton PK. Prevention and control of hypertension. J Am Coll Cardiol. 2018;72:1278-1293. Available from: https://doi.org/10.1016/j.jacc.2018.07.008

Dzau VJ, Balatbat C. Future of Hypertension. Circulation. 2019;139:272-274.

Hall JE, Granger JP, do Carmo JM et al. Hypertension: Physiology and Pathophysiology. Circ Res. 2021;128:847-863.

Hall JE, do Carmo JM, da Silva AA, Wang Z, Hall ME. Obesity-induced hypertension. Circ Res. 2015;116:991-1006.

Blüher M. Obesity: global epidemiology and pathogenesis. Nat Rev Endocrinol. 2019;15:288-298. Available from: https://doi.org/10.1038/s41574-019-0176-8

DeFronzo RA, Ferrannini E, Groop L, et al. Type 2 diabetes mellitus. Nat Rev Dis Primers. 2015;1:15019. Available from: https://doi.org/10.1038/nrdp.2015.19

Laurent S, Boutouyrie P. Arterial stiffness and hypertension. Hypertension. 2020;75:311-318.

Cases A, Broseta JJ, Marqués M, Cigarrán S, Julián JC, Alcázar R, Ortiz A. Cardiovascular-kidney-metabolic syndrome definition and its role in the prevention, risk staging, and treatment. An opportunity for Nephrology. Nefrologia (Engl Ed). 2024 Nov-Dec;44(6):771-783. Available from: https://dx.doi.org/10.1016/j.nefroe.2024.11.011.

Jamerson K, Weber MA, Bakris GL, Dahlöf B, Pitt B, Shi V, et al. Benazepril plus amlodipine or hydrochlorothiazide for hypertension in high-risk patients (ACCOMPLISH Trial). N Engl J Med. 2008;359:2417-2428. Available from: https://doi.org/10.1056/nejmoa0806182

Weber MA, Bakris GL, Jamerson K, et al. Cardiovascular outcomes with combination therapy in hypertension. J Am Coll Cardiol. 2010;56:77-85.

Wright JT Jr, Williamson JD, Whelton PK, Snyder JK, Sink KM, Rocco MV, et al. A Randomized Trial of Intensive versus Standard Blood-Pressure Control (SPRINT). N Engl J Med. 2015;373:2103-2116. Available from: https://doi.org/10.1056/nejmoa1511939

Agarwal R, Sinha AD, Cramer AE, Balmes-Fenwick M, Dickinson JH, Ouyang F, et al. Chlorthalidone for Hypertension in Advanced Chronic Kidney Disease (CLICK Trial). N Engl J Med. 2021;385:2507-2519. Available from: https://doi.org/10.1056/nejmoa2110730

Thomopoulos C, Parati G, Zanchetti A. Effects of blood pressure lowering treatment on outcome incidence. J Hypertens. 2017;35:215-233.

Burnier M, Egan BM. Adherence in hypertension. Circ Res. 2019;124:1124-1140. Available from: https://doi.org/10.1161/circresaha.118.313220

Darricarrere C, Simon V, Pladevall-Vila M, Jacquot E, Ballon M, Mangin M, et al. Effectiveness of Indapamide Prolonged-Release and Perindopril Versus Perindopril Monotherapy for Treated Uncontrolled Hypertension: A Target Trial Emulation. Pharmacoepidemiol Drug Saf. 2026 Feb;35(2):e70295. Available from: https://dx.doi.org/10.1002/pds.70295

Natov PS, Schwartz AR. Hydrochlorothiazide Is America's Most Popular Thiazide, But Should It Be? J Am Heart Assoc. 2025 Mar 18;14(6):e035573. Available from: https://dx.doi.org/10.1161/JAHA.124.035573

Brook RD, Kaciroti N, Bakris G, Dahlöf B, Pitt B, Velazquez E, et al. Prior Medications and the Cardiovascular Benefits From Combination Angiotensin-Converting Enzyme Inhibition Plus Calcium Channel Blockade Among High-Risk Hypertensive Patients. J Am Heart Assoc. 2018 Jan 4;7(1):e006940. Available from: https://dx.doi.org/10.1161/JAHA.117.006940

Chiarugi S, Margheriti F, De Lorenzi V, Martino E, Margheritis EG, Moscardini A, et al, NAPE-PLD is the target of thiazide diuretics. Cell Chemical Biology 2025; 32 (3): 449-462. Available from: https://doi.org/10.1016/j.chembiol.2025.01.008