Elevated Na+/K+ Ratio in Alzheimer’s Disease: A Potential Biomarker for Braak Stage
Abstract
1. Introduction
2. Results
2.1. Study Subject Characteristics
2.2. Increased [Na+] and Na+/K+ Ratio in CSF and Brain Tissues of AD Patients
2.3. Relationship Between Brain Tissue and CSF [Na+] and [K+]
2.4. [Na+] and Na+/K+ Ratios Are Associated with the Severity of Braak Stage in AD Patients
3. Discussion
4. Materials and Methods
4.1. Human Subjects
4.2. Flame Photometry Measurement of [Na+] and [K+] in the CSF and Brain Tissues
4.3. Statistical Analysis
5. Conclusions and Perspectives
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- King, A.; Bodi, I.; Troakes, C. The Neuropathological Diagnosis of Alzheimer’s Disease-The Challenges of Pathological Mimics and Concomitant Pathology. Brain Sci. 2020, 10, 479. [Google Scholar] [CrossRef] [PubMed]
- DeTure, M.A.; Dickson, D.W. The neuropathological diagnosis of Alzheimer’s disease. Mol. Neurodegener. 2019, 14, 32. [Google Scholar] [CrossRef] [PubMed]
- Irvine, G.B.; El-Agnaf, O.M.; Shankar, G.M.; Walsh, D.M. Protein aggregation in the brain: The molecular basis for Alzheimer’s and Parkinson’s diseases. Mol. Med. 2008, 14, 451–464. [Google Scholar] [CrossRef] [PubMed]
- Heneka, M.T.; Carson, M.J.; El Khoury, J.; Landreth, G.E.; Brosseron, F.; Feinstein, D.L.; Jacobs, A.H.; Wyss-Coray, T.; Vitorica, J.; Ransohoff, R.M.; et al. Neuroinflammation in Alzheimer’s disease. Lancet Neurol. 2015, 14, 388–405. [Google Scholar] [CrossRef]
- Vitvitsky, V.M.; Garg, S.K.; Keep, R.F.; Albin, R.L.; Banerjee, R. Na+ and K+ ion imbalances in Alzheimer’s disease. Biochim. Biophys. Acta 2012, 1822, 1671–1681. [Google Scholar] [CrossRef]
- Chen, Y.H.; Wang, Z.B.; Liu, X.P.; Mao, Z.Q.; Alzheimer’s Disease Neuroimaging, I. Elevated serum sodium is linked to increased amyloid-dependent tau pathology, neurodegeneration, and cognitive impairment in Alzheimer’s disease. J. Neurochem. 2025, 169, e16257. [Google Scholar] [CrossRef]
- Roberts, B.R.; Doecke, J.D.; Rembach, A.; Yevenes, L.F.; Fowler, C.J.; McLean, C.A.; Lind, M.; Volitakis, I.; Masters, C.L.; Bush, A.I.; et al. Rubidium and potassium levels are altered in Alzheimer’s disease brain and blood but not in cerebrospinal fluid. Acta Neuropathol. Commun. 2016, 4, 119. [Google Scholar] [CrossRef]
- Sadegh-Zadeh, S.-A.; Kambhampati, C.; Davis, D.N. Ionic Imbalances and Coupling in Synchronization of Responses in Neurons. J 2019, 2, 17–40. [Google Scholar] [CrossRef]
- McCormick, D.A. CHAPTER 5—Membrane Potential and Action Potential. In From Molecules to Networks; Byrne, J.H., Roberts, J.L., Eds.; Academic Press: Burlington, MA, USA, 2004; pp. 115–140. [Google Scholar]
- Clausen, M.J.V.; Poulsen, H. Sodium/Potassium Homeostasis in the Cell. In Metallomics and the Cell; Banci, L., Ed.; Springer: Dordrecht, The Netherlands, 2013; pp. 41–67. [Google Scholar]
- Pohl, H.R.; Wheeler, J.S.; Murray, H.E. Sodium and Potassium in Health and Disease. In Interrelations Between Essential Metal Ions and Human Diseases; Sigel, A., Sigel, H., Sigel, R.K.O., Eds.; Springer: Dordrecht, The Netherlands, 2013; pp. 29–47. [Google Scholar]
- Stone, M.S.; Martyn, L.; Weaver, C.M. Potassium Intake, Bioavailability, Hypertension, and Glucose Control. Nutrients 2016, 8, 444. [Google Scholar] [CrossRef]
- Talal, E.; Mahmood, F.; Mohammed, G.; Merie, G.; Saadi, A. The Medical Importance of Sodium and Potassium. Int. J. Pharma Growth Res. Rev. 2025, 2, 1–10. [Google Scholar] [CrossRef]
- Huxley, A.F.; Stampfli, R. Effect of potassium and sodium on resting and action potentials of single myelinated nerve fibers. J. Physiol. 1951, 112, 496–508. [Google Scholar] [CrossRef] [PubMed]
- Dobrota, D.; Matejovicova, M.; Kurella, E.G.; Boldyrev, A.A. Na/K-ATPase under oxidative stress: Molecular mechanisms of injury. Cell. Mol. Neurobiol. 1999, 19, 141–149. [Google Scholar] [CrossRef] [PubMed]
- Zhang, X.; Lee, W.; Bian, J.S. Recent Advances in the Study of Na+/K+-ATPase in Neurodegenerative Diseases. Cells 2022, 11, 4075. [Google Scholar] [CrossRef] [PubMed]
- Boldyrev, A.A.; Bulygina, E.R.; Kramarenko, G.G. Is Na,K-ATPase the target of oxidative stress? Bull. Exp. Biol. Med. 1996, 121, 275–278. [Google Scholar] [CrossRef]
- Obradovic, M.; Sudar-Milovanovic, E.; Gluvic, Z.; Banjac, K.; Rizzo, M.; Isenovic, E.R. The Na+/K+-ATPase: A potential therapeutic target in cardiometabolic diseases. Front. Endocrinol. 2023, 14, 1150171. [Google Scholar] [CrossRef]
- Zhang, L.N.; Sun, Y.J.; Pan, S.; Li, J.X.; Qu, Y.E.; Li, Y.; Wang, Y.L.; Gao, Z.B. Na+/K+-ATPase, a potent neuroprotective modulator against Alzheimer disease. Fundam. Clin. Pharmacol. 2013, 27, 96–103. [Google Scholar] [CrossRef]
- Aronsen, J.M.; Skogestad, J.; Lewalle, A.; Louch, W.E.; Hougen, K.; Stokke, M.K.; Swift, F.; Niederer, S.; Smith, N.P.; Sejersted, O.M.; et al. Hypokalaemia induces Ca2+ overload and Ca2+ waves in ventricular myocytes by reducing Na+/K+-ATPase alpha(2) activity. J. Physiol. 2015, 593, 1509–1521. [Google Scholar] [CrossRef]
- Grinwald, P.M.; Brosnahan, C. Sodium imbalance as a cause of calcium overload in post-hypoxic reoxygenation injury. J. Mol. Cell. Cardiol. 1987, 19, 487–495. [Google Scholar] [CrossRef]
- Ding, F.; Sun, Q.; Long, C.; Rasmussen, R.N.; Peng, S.; Xu, Q.; Kang, N.; Song, W.; Weikop, P.; Goldman, S.A.; et al. Dysregulation of extracellular potassium distinguishes healthy ageing from neurodegeneration. Brain 2024, 147, 1726–1739. [Google Scholar] [CrossRef]
- Barros, L.F.; Castro, J.; Bittner, C.X. Ion movements in cell death: From protection to execution. Biol. Res. 2002, 35, 209–214. [Google Scholar] [CrossRef]
- Pasantes-Morales, H.; Tuz, K. Volume changes in neurons: Hyperexcitability and neuronal death. Contrib. Nephrol. 2006, 152, 221–240. [Google Scholar] [CrossRef] [PubMed]
- Cressman, J.R., Jr.; Ullah, G.; Ziburkus, J.; Schiff, S.J.; Barreto, E. The influence of sodium and potassium dynamics on excitability, seizures, and the stability of persistent states: I. Single neuron dynamics. J. Comput. Neurosci. 2009, 26, 159–170, Erratum in J. Comput. Neurosci. 2011, 30, 781. [Google Scholar] [CrossRef] [PubMed]
- Graham, S.F.; Nasarauddin, M.B.; Carey, M.; McGuinness, B.; Holscher, C.; Kehoe, P.G.; Love, S.; Passmore, A.P.; Elliott, C.T.; Meharg, A.; et al. Quantitative measurement of [Na+] and [K+] in postmortem human brain tissue indicates disturbances in subjects with Alzheimer’s disease and dementia with Lewy bodies. J. Alzheimers Dis. 2015, 44, 851–857. [Google Scholar] [CrossRef] [PubMed]
- Perez, V.; Chang, E.T. Sodium-to-potassium ratio and blood pressure, hypertension, and related factors. Adv. Nutr. 2014, 5, 712–741. [Google Scholar] [CrossRef]
- Kogure, M.; Nakaya, N.; Hirata, T.; Tsuchiya, N.; Nakamura, T.; Narita, A.; Suto, Y.; Honma, Y.; Sasaki, H.; Miyagawa, K.; et al. Sodium/potassium ratio change was associated with blood pressure change: Possibility of population approach for sodium/potassium ratio reduction in health checkup. Hypertens. Res. 2021, 44, 225–231, Erratum in Hypertens. Res. 2021, 44, 262. [Google Scholar] [CrossRef]
- Ndanuko, R.N.; Ibrahim, R.; Hapsari, R.A.; Neale, E.P.; Raubenheimer, D.; Charlton, K.E. Association between the Urinary Sodium to Potassium Ratio and Blood Pressure in Adults: A Systematic Review and Meta-Analysis. Adv. Nutr. 2021, 12, 1751–1767. [Google Scholar] [CrossRef]
- Ma, Y.; He, F.J.; Sun, Q.; Yuan, C.; Kieneker, L.M.; Curhan, G.C.; MacGregor, G.A.; Bakker, S.J.L.; Campbell, N.R.C.; Wang, M.; et al. 24-Hour Urinary Sodium and Potassium Excretion and Cardiovascular Risk. N. Engl. J. Med. 2022, 386, 252–263. [Google Scholar] [CrossRef]
- Brobak, K.M.; Melsom, T.; Eriksen, B.O.; Hoieggen, A.; Norvik, J.V.; Solbu, M.D. The Association between Urinary Sodium-Potassium Ratio, Kidney Function, and Blood Pressure in a Cohort from the General Population. Kidney Blood Press. Res. 2024, 49, 184–195. [Google Scholar] [CrossRef]
- Abe, T.; Endo, T.; Hamano, T.; Okuyama, K.; Yano, S. Changes in the Urinary Sodium-to-Potassium Ratio Are Associated with Blood Pressure Change in Older Japanese Adults: A 7-Year Longitudinal Study. J. Clin. Med. 2022, 11, 5093. [Google Scholar] [CrossRef]
- Hisamatsu, T.; Kogure, M.; Tabara, Y.; Hozawa, A.; Sakima, A.; Tsuchihashi, T.; Yoshita, K.; Hayabuchi, H.; Node, K.; Takemi, Y.; et al. Practical use and target value of urine sodium-to-potassium ratio in assessment of hypertension risk for Japanese: Consensus Statement by the Japanese Society of Hypertension Working Group on Urine Sodium-to-Potassium Ratio. Hypertens. Res. 2024, 47, 3288–3302. [Google Scholar] [CrossRef]
- Braak, H.; Alafuzoff, I.; Arzberger, T.; Kretzschmar, H.; Del Tredici, K. Staging of Alzheimer disease-associated neurofibrillary pathology using paraffin sections and immunocytochemistry. Acta Neuropathol. 2006, 112, 389–404. [Google Scholar] [CrossRef] [PubMed]
- Lowe, V.J.; Wiste, H.J.; Senjem, M.L.; Weigand, S.D.; Therneau, T.M.; Boeve, B.F.; Josephs, K.A.; Fang, P.; Pandey, M.K.; Murray, M.E.; et al. Widespread brain tau and its association with ageing, Braak stage and Alzheimer’s dementia. Brain 2018, 141, 271–287. [Google Scholar] [CrossRef] [PubMed]
- Breijyeh, Z.; Karaman, R. Comprehensive Review on Alzheimer’s Disease: Causes and Treatment. Molecules 2020, 25, 5789. [Google Scholar] [CrossRef] [PubMed]
- Xia, X.; Jiang, Q.; McDermott, J.; Han, J.J. Aging and Alzheimer’s disease: Comparison and associations from molecular to system level. Aging Cell 2018, 17, e12802. [Google Scholar] [CrossRef]
- Gong, J.; Harris, K.; Lipnicki, D.M.; Castro-Costa, E.; Lima-Costa, M.F.; Diniz, B.S.; Xiao, S.; Lipton, R.B.; Katz, M.J.; Wang, C.; et al. Sex differences in dementia risk and risk factors: Individual-participant data analysis using 21 cohorts across six continents from the COSMIC consortium. Alzheimers Dement. 2023, 19, 3365–3378. [Google Scholar] [CrossRef]
- Faraco, G.; Hochrainer, K.; Segarra, S.G.; Schaeffer, S.; Santisteban, M.M.; Menon, A.; Jiang, H.; Holtzman, D.M.; Anrather, J.; Iadecola, C. Dietary salt promotes cognitive impairment through tau phosphorylation. Nature 2019, 574, 686–690, Erratum in Nature 2020, 578, E9. [Google Scholar] [CrossRef]
- Liu, W.; Xing, S.; Wei, F.; Yao, Y.; Zhang, H.; Li, Y.C.; Liu, Z. Excessive Dietary Salt Intake Exacerbates Cognitive Impairment Progression and Increases Dementia Risk in Older Adults. J. Am. Med. Dir. Assoc. 2023, 24, 125–129 e124. [Google Scholar] [CrossRef]
- Mohan, D.; Yap, K.H.; Reidpath, D.; Soh, Y.C.; McGrattan, A.; Stephan, B.C.M.; Robinson, L.; Chaiyakunapruk, N.; Siervo, M.; DePEC team. Link Between Dietary Sodium Intake, Cognitive Function, and Dementia Risk in Middle-Aged and Older Adults: A Systematic Review. J. Alzheimers Dis. 2020, 76, 1347–1373. [Google Scholar] [CrossRef]
- Shi, K.; Yu, Y.; Li, Z.; Hou, M.; Li, X. Causal relationship between dietary salt intake and dementia risk: Mendelian randomization study. Genes Nutr. 2024, 19, 6. [Google Scholar] [CrossRef]
- Kerl, H.U.; Baazaoui, H.; Herrmann, K.; Adlung, A.; Ludwig, N.K.; Hausner, L.; Frolich, L.; Schad, L.; Groden, C.; Mohamed, S.A. Sodium signal intensity of CSF using 1H-guided 23Na-MRI as a potential noninvasive biomarker in Alzheimer’s disease. J. Neuroimaging 2024, 34, 619–626. [Google Scholar] [CrossRef]
- Kairane, C.; Roots, K.; Uusma, T.; Bogdanovic, N.; Karelson, E.; Koks, S.; Zilmer, M. Regulation of the frontocortical sodium pump by Na+ in Alzheimer’s disease: Difference from the age-matched control but similarity to the rat model. FEBS Lett. 2002, 531, 241–244. [Google Scholar] [CrossRef]
- Souza, L.A.C.; Trebak, F.; Kumar, V.; Satou, R.; Kehoe, P.G.; Yang, W.; Wharton, W.; Feng Earley, Y. Elevated cerebrospinal fluid sodium in hypertensive human subjects with a family history of Alzheimer’s disease. Physiol. Genom. 2020, 52, 133–142. [Google Scholar] [CrossRef]
- Hattori, N.; Kitagawa, K.; Higashida, T.; Yagyu, K.; Shimohama, S.; Wataya, T.; Perry, G.; Smith, M.A.; Inagaki, C. CI-ATPase and Na+/K+-ATPase activities in Alzheimer’s disease brains. Neurosci. Lett. 1998, 254, 141–144. [Google Scholar] [CrossRef] [PubMed]
- Clausen, M.V.; Hilbers, F.; Poulsen, H. The Structure and Function of the Na,K-ATPase Isoforms in Health and Disease. Front. Physiol. 2017, 8, 371. [Google Scholar] [CrossRef] [PubMed]
- Suhail, M. Na, K-ATPase: Ubiquitous Multifunctional Transmembrane Protein and its Relevance to Various Pathophysiological Conditions. J. Clin. Med. Res. 2010, 2, 1–17. [Google Scholar] [CrossRef] [PubMed]
- Dhalla, N.S.; Elimban, V.; Adameova, A.D. Role of Na+/K+ ATPase Alterations in the Development of Heart Failure. Int. J. Mol. Sci. 2024, 25, 10807. [Google Scholar] [CrossRef]
- Huang, B.S.; Van Vliet, B.N.; Leenen, F.H. Increases in CSF [Na+] precede the increases in blood pressure in Dahl S rats and SHR on a high-salt diet. Am. J. Physiol. Heart Circ. Physiol. 2004, 287, H1160–H1166. [Google Scholar] [CrossRef]
- Amin, M.S.; Reza, E.; Wang, H.; Leenen, F.H. Sodium transport in the choroid plexus and salt-sensitive hypertension. Hypertension 2009, 54, 860–867. [Google Scholar] [CrossRef]
- Mohamed, S.A.; Herrmann, K.; Adlung, A.; Paschke, N.; Hausner, L.; FrOlich, L.; Schad, L.; Groden, C.; Kerl, H.U. Evaluation of Sodium (23Na) MR-imaging as a Biomarker and Predictor for Neurodegenerative Changes in Patients with Alzheimer’s Disease. Vivo 2021, 35, 429–435. [Google Scholar] [CrossRef]
- Hyman, B.T.; Phelps, C.H.; Beach, T.G.; Bigio, E.H.; Cairns, N.J.; Carrillo, M.C.; Dickson, D.W.; Duyckaerts, C.; Frosch, M.P.; Masliah, E.; et al. National Institute on Aging-Alzheimer’s Association guidelines for the neuropathologic assessment of Alzheimer’s disease. Alzheimers Dement. 2012, 8, 1–13. [Google Scholar] [CrossRef]
- Sulyok, E.; Pal, J.; Vajda, Z.; Steier, R.; Doczi, T. Benzamil prevents brain water accumulation in hyponatraemic rats. Acta Neurochir. 2009, 151, 1121–1125. [Google Scholar] [CrossRef]
- Heinzinger, N.; Maass, A.; Berron, D.; Yakupov, R.; Peters, O.; Fiebach, J.; Villringer, K.; Preis, L.; Priller, J.; Spruth, E.J.; et al. Exploring the ATN classification system using brain morphology. Alzheimers Res. Ther. 2023, 15, 50. [Google Scholar] [CrossRef]
- Jack, C.R., Jr.; Bennett, D.A.; Blennow, K.; Carrillo, M.C.; Feldman, H.H.; Frisoni, G.B.; Hampel, H.; Jagust, W.J.; Johnson, K.A.; Knopman, D.S.; et al. A/T/N: An unbiased descriptive classification scheme for Alzheimer disease biomarkers. Neurology 2016, 87, 539–547. [Google Scholar] [CrossRef]
- Jack, C.R., Jr.; Bennett, D.A.; Blennow, K.; Carrillo, M.C.; Dunn, B.; Haeberlein, S.B.; Holtzman, D.M.; Jagust, W.; Jessen, F.; Karlawish, J.; et al. NIA-AA Research Framework: Toward a biological definition of Alzheimer’s disease. Alzheimers Dement. 2018, 14, 535–562. [Google Scholar] [CrossRef]
- Sasahara, T.; Satomura, K.; Tada, M.; Kakita, A.; Hoshi, M. Alzheimer’s Abeta assembly binds sodium pump and blocks endothelial NOS activity via ROS-PKC pathway in brain vascular endothelial cells. iScience 2021, 24, 102936. [Google Scholar] [CrossRef]
- Petrushanko, I.Y.; Mitkevich, V.A.; Anashkina, A.A.; Adzhubei, A.A.; Burnysheva, K.M.; Lakunina, V.A.; Kamanina, Y.V.; Dergousova, E.A.; Lopina, O.D.; Ogunshola, O.O.; et al. Direct interaction of beta-amyloid with Na,K-ATPase as a putative regulator of the enzyme function. Sci. Rep. 2016, 6, 27738. [Google Scholar] [CrossRef]
- Ohnishi, T.; Yanazawa, M.; Sasahara, T.; Kitamura, Y.; Hiroaki, H.; Fukazawa, Y.; Kii, I.; Nishiyama, T.; Kakita, A.; Takeda, H.; et al. Na, K-ATPase alpha3 is a death target of Alzheimer patient amyloid-beta assembly. Proc. Natl. Acad. Sci. USA 2015, 112, E4465–E4474. [Google Scholar] [CrossRef]



| Variables | Control | AD |
|---|---|---|
| Regions of the brain: Frontal Cortex, Thalamus, CSF | ||
| Number of subjects/groups | 30 | 67 |
| Demographics: | ||
| sex, men/women | 15/15 | 35/32 |
| race, White (European)/unknown | 27/3 | 64/3 |
| Age (at death), years (Median) | 84 ± 8 | 77 ± 10 * |
| Medical History: | ||
| Hypertensive/Normotensive | 20/10 | 35/32 |
| Braak Tangle Stage | 0–III | IV–VI |
| Region | Variable | Estimate | 95% CI | Std. Error | t-Value | Pr(>|t|) |
|---|---|---|---|---|---|---|
| Frontal cortex | ||||||
| Na+ | Intercept | 364.362 | (42.957, 685.768) | 161.852 | 2.251 | 2.67 × 10−2 * |
| Sex | −21.198 | (−84.329, 41.933) | 31.791 | −0.667 | 5.07 × 10−1 | |
| Age | 2.384 | (−1.069, 5.837) | 1.739 | 1.371 | 1.74 × 10−1 | |
| Braak tangle stage | 21.119 | (1.832, 40.407) | 9.713 | 2.174 | 3.22 × 10−2 * | |
| K+ | Intercept | 271.396 | (126.899, 415.893) | 72.765 | 3.730 | 3.29 × 10−4 * |
| Sex | −39.620 | (−68.002, −11.238) | 14.293 | −2.772 | 6.73 × 10−3 * | |
| Age | 1.315 | (−0.237, 2.868) | 0.782 | 1.682 | 9.58 × 10−2 | |
| Braak tangle stage | −4.735 | (−13.407, 3.936) | 4.367 | −1.084 | 2.81 × 10−1 | |
| Na+/K+ ratio | Intercept | 1.592 | (0.709, 2.474) | 0.444 | 3.582 | 5.45 × 10−4 * |
| Sex | 0.157 | (−0.016, 0.331) | 0.087 | 1.803 | 7.46 × 10−2 | |
| Age | −0.002 | (−0.011, 0.008) | 0.005 | −0.398 | 6.92 × 10−1 | |
| Braak tangle stage | 0.096 | (0.043, 0.149) | 0.027 | 3.590 | 5.31 × 10−4 * | |
| Thalamus | ||||||
| Na+ | Intercept | 368.341 | (81.651, 655.032) | 144.370 | 2.551 | 1.24 × 10−2 * |
| Sex | −4.386 | (−60.698, 51.926) | 28.357 | −0.155 | 8.77 × 10−1 | |
| Age | −1.483 | (−4.563, 1.597) | 1.551 | −0.956 | 3.41 × 10−1 | |
| Braak tangle stage | 18.681 | (1.477, 35.885) | 8.664 | 2.156 | 3.36 × 10−2 * | |
| K+ | Intercept | 218.169 | (80.657, 355.680) | 69.247 | 3.151 | 2.19 × 10−3 * |
| Sex | 24.570 | (−2.440, 51.580) | 13.602 | 1.806 | 7.41 × 10−2 | |
| Age | 0.275 | (−1.202, 1.752) | 0.744 | 0.369 | 7.13 × 10−1 | |
| Braak tangle stage | 3.466 | (−4.786, 11.718) | 4.156 | 0.834 | 4.06 × 10−1 | |
| Na+/K+ ratio | Intercept | 1.480 | (0.460, 2.500) | 0.514 | 2.882 | 4.91 × 10−3 * |
| Sex | −0.119 | (−0.319, 0.081) | 0.101 | −1.180 | 2.41 × 10−1 | |
| Age | −0.005 | (−0.016, 0.006) | 0.006 | −0.973 | 3.33 × 10−1 | |
| Braak tangle stage | 0.061 | (−0.001, 0.122) | 0.031 | 1.964 | 5.25 × 10−2 | |
| CSF | ||||||
| Na+ | Intercept | 75.468 | (24.327, 126.609) | 25.754 | 2.930 | 4.26 × 10−3 * |
| Sex | 0.133 | (−9.913, 10.178) | 5.059 | 0.026 | 9.79 × 10−1 | |
| Age | 0.316 | (−0.234, 0.865) | 0.277 | 1.141 | 2.57 × 10−1 | |
| Braak tangle stage | 8.378 | (5.309, 11.447) | 1.546 | 5.421 | 4.65 × 10−7 * | |
| K+ | Intercept | 41.255 | (23.133, 59.377) | 9.126 | 4.521 | 1.81 × 10−5 * |
| Sex | −2.705 | (−6.265, 0.854) | 1.793 | −1.509 | 1.35 × 10−1 | |
| Age | −0.001 | (−0.195, 0.194) | 0.098 | −0.006 | 9.95 × 10−1 | |
| Braak tangle stage | −2.224 | (−3.312, −1.137) | 0.548 | −4.061 | 1.02 × 10−4 * | |
| Na+/K+ ratio | Intercept | 3.463 | (−0.633, 7.559) | 2.063 | 1.679 | 9.66 × 10−2 |
| Sex | −0.035 | (−0.839, 0.770) | 0.405 | −0.086 | 9.32 × 10−1 | |
| Age | −0.014 | (−0.058, 0.030) | 0.022 | −0.649 | 5.18 × 10−1 | |
| Braak tangle stage | 0.649 | (0.403, 0.894) | 0.124 | 5.239 | 1.00 × 10−6 * |
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
Mizuno, Y.; Pan, S.; Zhou, T.; Kehoe, P.G.; Feng Earley, Y. Elevated Na+/K+ Ratio in Alzheimer’s Disease: A Potential Biomarker for Braak Stage. Int. J. Mol. Sci. 2026, 27, 1247. https://doi.org/10.3390/ijms27031247
Mizuno Y, Pan S, Zhou T, Kehoe PG, Feng Earley Y. Elevated Na+/K+ Ratio in Alzheimer’s Disease: A Potential Biomarker for Braak Stage. International Journal of Molecular Sciences. 2026; 27(3):1247. https://doi.org/10.3390/ijms27031247
Chicago/Turabian StyleMizuno, Yuma, Shiyue Pan, Tong Zhou, Patrick G. Kehoe, and Yumei Feng Earley. 2026. "Elevated Na+/K+ Ratio in Alzheimer’s Disease: A Potential Biomarker for Braak Stage" International Journal of Molecular Sciences 27, no. 3: 1247. https://doi.org/10.3390/ijms27031247
APA StyleMizuno, Y., Pan, S., Zhou, T., Kehoe, P. G., & Feng Earley, Y. (2026). Elevated Na+/K+ Ratio in Alzheimer’s Disease: A Potential Biomarker for Braak Stage. International Journal of Molecular Sciences, 27(3), 1247. https://doi.org/10.3390/ijms27031247

