Diabetic patients treated with metformin during early stages of Alzheimer's disease show a better integral performance: data from ADNI study

We evaluated the effect of the antidiabetic drug metformin on patients enrolled in the ADNI study considering patients with mild cognitive impairment (MCI) due to Alzheimer's disease (AD). Employing data from this observational study, we performed a principal component analysis focusing on the...

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Autores:
Pomilio, Carlos
González Pérez, Nicolás
Calandri, Ismael
Crivelli, Lucía
Allegri, Ricardo
Sevlever, Gustavo
Saravia, Flavia
Tipo de recurso:
Article of investigation
Fecha de publicación:
2022
Institución:
Corporación Universidad de la Costa
Repositorio:
REDICUC - Repositorio CUC
Idioma:
eng
OAI Identifier:
oai:repositorio.cuc.edu.co:11323/10907
Acceso en línea:
https://hdl.handle.net/11323/10907
https://repositorio.cuc.edu.co
Palabra clave:
Alzheimer's disease
Metformin
Type 2 diabetes
Rights
openAccess
License
Atribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)
id RCUC2_6ba94fef2996606e450346d449d16146
oai_identifier_str oai:repositorio.cuc.edu.co:11323/10907
network_acronym_str RCUC2
network_name_str REDICUC - Repositorio CUC
repository_id_str
dc.title.eng.fl_str_mv Diabetic patients treated with metformin during early stages of Alzheimer's disease show a better integral performance: data from ADNI study
title Diabetic patients treated with metformin during early stages of Alzheimer's disease show a better integral performance: data from ADNI study
spellingShingle Diabetic patients treated with metformin during early stages of Alzheimer's disease show a better integral performance: data from ADNI study
Alzheimer's disease
Metformin
Type 2 diabetes
title_short Diabetic patients treated with metformin during early stages of Alzheimer's disease show a better integral performance: data from ADNI study
title_full Diabetic patients treated with metformin during early stages of Alzheimer's disease show a better integral performance: data from ADNI study
title_fullStr Diabetic patients treated with metformin during early stages of Alzheimer's disease show a better integral performance: data from ADNI study
title_full_unstemmed Diabetic patients treated with metformin during early stages of Alzheimer's disease show a better integral performance: data from ADNI study
title_sort Diabetic patients treated with metformin during early stages of Alzheimer's disease show a better integral performance: data from ADNI study
dc.creator.fl_str_mv Pomilio, Carlos
González Pérez, Nicolás
Calandri, Ismael
Crivelli, Lucía
Allegri, Ricardo
Sevlever, Gustavo
Saravia, Flavia
dc.contributor.author.none.fl_str_mv Pomilio, Carlos
González Pérez, Nicolás
Calandri, Ismael
Crivelli, Lucía
Allegri, Ricardo
Sevlever, Gustavo
Saravia, Flavia
dc.subject.proposal.eng.fl_str_mv Alzheimer's disease
Metformin
Type 2 diabetes
topic Alzheimer's disease
Metformin
Type 2 diabetes
description We evaluated the effect of the antidiabetic drug metformin on patients enrolled in the ADNI study considering patients with mild cognitive impairment (MCI) due to Alzheimer's disease (AD). Employing data from this observational study, we performed a principal component analysis focusing on the cognitive sphere by evaluating data from neuropsychological tests included in a modified version of the Alzheimer's Disease Cooperative Study-Preclinical Alzheimer Cognitive Composite (ADCS-PACC). Second, we included the levels of amyloid-beta, tau, and phosphorylated tau in CSF. We found that MCI metformin-treated patients were globally characterized as subjects with a better cognitive performance and CSF biomarkers profile than the mean population of MCI patients. On the other hand, control subjects and type 2 diabetes patients (T2D) were paired by age, gender, ApoE allele, and years of education, defining three groups: MCI, MCI + T2D, and MCI + T2D + metformin. We evaluated the effect of T2D and metformin treatment employing the PACC score and composites defined from standardized ADNI variables to evaluate the memory and learning function. We found that MCI + T2D patients had a worse cognitive performance than MCI patients, but this deleterious effect was not observed in MCI + T2D + metformin patients. These cognitive variations were associated with changes in cortical thickness and hippocampal volume. Finally, no differences were found in metabolic plasmatic parameters (glycemia, cholesterol, triglycerides). Our study-employing different strategies for data analysis from the global study ADNI-shows a beneficial effect of metformin treatment on cognitive performance, CSF biomarkers profile, and neuroanatomical measures in MCI due to AD patients.
publishDate 2022
dc.date.issued.none.fl_str_mv 2022
dc.date.accessioned.none.fl_str_mv 2024-03-21T14:50:04Z
dc.date.available.none.fl_str_mv 2024-03-21T14:50:04Z
dc.type.spa.fl_str_mv Artículo de revista
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dc.type.content.spa.fl_str_mv Text
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dc.identifier.citation.spa.fl_str_mv Pomilio, C., Pérez, N.G., Calandri, I. et al. Diabetic patients treated with metformin during early stages of Alzheimer’s disease show a better integral performance: data from ADNI study. GeroScience 44, 1791–1805 (2022). https://doi-org.ezproxy.cuc.edu.co/10.1007/s11357-022-00568-6
dc.identifier.issn.spa.fl_str_mv 2509-2715
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/11323/10907
dc.identifier.doi.none.fl_str_mv 10.1007/s11357-022-00568-6
dc.identifier.instname.spa.fl_str_mv Corporación Universidad de la Costa
dc.identifier.reponame.spa.fl_str_mv REDICUC - Repositorio CUC
dc.identifier.repourl.spa.fl_str_mv https://repositorio.cuc.edu.co
identifier_str_mv Pomilio, C., Pérez, N.G., Calandri, I. et al. Diabetic patients treated with metformin during early stages of Alzheimer’s disease show a better integral performance: data from ADNI study. GeroScience 44, 1791–1805 (2022). https://doi-org.ezproxy.cuc.edu.co/10.1007/s11357-022-00568-6
2509-2715
10.1007/s11357-022-00568-6
Corporación Universidad de la Costa
REDICUC - Repositorio CUC
url https://hdl.handle.net/11323/10907
https://repositorio.cuc.edu.co
dc.language.iso.spa.fl_str_mv eng
language eng
dc.relation.ispartofjournal.spa.fl_str_mv GeroScience
dc.relation.references.spa.fl_str_mv 1. Abbatecola AM, Paolisso G, Lamponi M, Bandinelli S, Lauretani F, et al. Insulin resistance and executive dysfunction in older persons. Journal of the American Geriatrics Society. 2004;52:1713–8.
2. Andreasen N, Blennow K. Beta-amyloid (Abeta) protein in cerebrospinal fuid as a biomarker for Alzheimer’s disease. Peptides. 2002;23:1205–14.
3. Arai H, Terajima M, Miura M, Higuchi S, Muramatsu T, et al. Tau in cerebrospinal fuid: a potential diagnostic marker in Alzheimer’s disease. Ann Neurol. 1995;38:649–52.
4. Alzheimer’s Association. Alzheimer’s disease facts and fgures. 2018. https://www.alz.org/media/HomeOfce/ Facts%20and%20Figures/facts-and-fgures.pdf.
5. Bakkour A, Morris JC, Dickerson BC. The cortical signature of prodromal AD: regional thinning predicts mild AD dementia. Neurology. 2009;72:1048–55.
6. Bharath LP, Agrawal M, McCambridge G, Nicholas DA, Hasturk H, et al. Metformin enhances autophagy and normalizes mitochondrial function to alleviate aging-associated infammation. Cell metabolism. 2020;32:44-55 e6.
7. Biancardi VC, Son SJ, Ahmadi S, Filosa JA, Stern JE. Circulating angiotensin II gains access to the hypothalamus and brain stem during hypertension via breakdown of the blood-brain barrier. Hypertension. 2014;63:572–9.
8. Blennow K, Zetterberg H. Biomarkers for Alzheimer’s disease: current status and prospects for the future. J Intern Med. 2018;284:643–63.
9. Criado-Marrero M, Smith TM, Gould LA, Kim S, Penny HJ, et al. FKBP5 and early life stress afect the hippocampus by an age-dependent mechanism. Brain, behavior, & immunity - health. 2020;9:100143.
10. Chen J, Ou Y, Li Y, Hu S, Shao LW, Liu Y. Metformin extends C. elegans lifespan through lysosomal pathway. eLife 2017;6.
11. Chen Y, Zhao S, Fan Z, Li Z, Zhu Y, et al. Metformin attenuates plaque-associated tau pathology and reduces amyloid-beta burden in APP/PS1 mice. Alzheimer’s research & therapy. 2021;13:40.
12. Donohue MC, Sperling RA, Salmon DP, Rentz DM, Raman R, et al. The preclinical Alzheimer cognitive composite: measuring amyloid-related decline. JAMA Neurol. 2014;71:961–70.
13. Duarte AI, Moreira PI, Oliveira CR. Insulin in central nervous system: more than just a peripheral hormone. Journal of aging research. 2012;2012:384017.
14. Farr SA, Roesler E, Niehof ML, Roby DA, McKee A, Morley JE. Metformin improves learning and memory in the SAMP8 mouse model of Alzheimer’s disease. Journal of Alzheimer’s disease : JAD. 2019;68:1699–710.
15. Ghasemi R, Haeri A, Dargahi L, Mohamed Z, Ahmadiani A. Insulin in the brain: sources, localization and functions. Mol Neurobiol. 2013;47:145–71.
16. Han J, Li Y, Liu X, Zhou T, Sun H, et al. Metformin suppresses retinal angiogenesis and infammation in vitro and in vivo. PloS one. 2018;13:e0193031.
17. Ihara M, Saito S. Drug repositioning for Alzheimer’s disease: fnding hidden clues in old drugs. Journal of Alzheimer’s disease : JAD. 2020;74:1013–28.
18. Imfeld P, Bodmer M, Jick SS, Meier CR. Metformin, other antidiabetic drugs, and risk of Alzheimer’s disease: a population-based case-control study. J Am Geriatr Soc. 2012;60:916–21.
19. Jack CR Jr, Bennett DA, Blennow K, Carrillo MC, Dunn B, et al. NIA-AA research framework: toward a biological defnition of Alzheimer’s disease. Alzheimer’s Dementia. 2018;14:535–62.
20. Justice JN, Gubbi S, Kulkarni AS, Bartley JM, Kuchel GA, Barzilai N. A geroscience perspective on immune resilience and infectious diseases: a potential case for metformin. GeroScience. 2021;43:1093–112.
21. Kim D, Lee JE, Jung YJ, Lee AS, Lee S, et al. Metformin decreases high-fat diet-induced renal injury by regulating the expression of adipokines and the renal AMP-activated protein kinase/acetyl-CoA carboxylase pathway in mice. Int J Mol Med. 2013;32:1293–302.
22. Kinney JW, Bemiller SM, Murtishaw AS, Leisgang AM, Salazar AM, Lamb BT. Infammation as a central mechanism in Alzheimer’s disease. Alzheimers Dement (N Y). 2018;4:575–90.
23. Kivipelto M, Mangialasche F, Snyder HM, Allegri R, Andrieu S, et al. World-Wide FINGERS Network: a global approach to risk reduction and prevention of dementia. Alzheimer’s Dementia. 2020;16:1078–94.
24. Koenig AM, Mechanic-Hamilton D, Xie SX, Combs MF, Cappola AR, et al. Efects of the insulin sensitizer metformin in Alzheimer disease: pilot data from a randomized placebo-controlled crossover study. Alzheimer Dis Assoc Disord. 2017;31:107–13.
25. Lee S, Kang BM, Kim JH, Min J, Kim HS, et al. Real-time in vivo two-photon imaging study reveals decreased cerebro-vascular volume and increased bloodbrain barrier permeability in chronically stressed mice. Sci Rep. 2018;8:13064.
26. Li MZ, Zheng LJ, Shen J, Li XY, Zhang Q, et al. SIRT1 facilitates amyloid beta peptide degradation by upregulating lysosome number in primary astrocytes. Neural Regen Res. 2018;13:2005–13.
27. Liu X, Chhipa RR, Nakano I, Dasgupta B. The AMPK inhibitor compound C is a potent AMPK-independent antiglioma agent. Mol Cancer Ther. 2014;13:596–605.
28. Lv WS, Wen JP, Li L, Sun RX, Wang J, et al. The efect of metformin on food intake and its potential role in hypothalamic regulation in obese diabetic rats. Brain Res. 2012;1444:11–9.
29. Ma R, Yi B, Riker AI, Xi Y. Metformin and cancer immunity. Acta Pharmacol Sin. 2020;41:1403–9.
30. MacVicar BA, Newman EA. Astrocyte regulation of blood fow in the brain. Cold Spring Harbor Perspect Biol 2015;7.
31. Manaenko A, Chen H, Kammer J, Zhang JH, Tang J. Comparison Evans Blue injection routes: intravenous versus intraperitoneal, for measurement of blood-brain barrier in a mice hemorrhage model. J Neurosci Methods. 2011;195:206–10.
32. Markowicz-Piasecka M, Sikora J, Szydlowska A, Skupien A, Mikiciuk-Olasik E, Huttunen KM. Metformin - a future therapy for neurodegenerative diseases: Theme: Drug Discovery, Development and Delivery in Alzheimer’s Disease Guest Editor: Davide Brambilla. Pharm Res. 2017;34:2614–27.
33. Martin-Montalvo A, Mercken EM, Mitchell SJ, Palacios HH, Mote PL, et al. Metformin improves healthspan and lifespan in mice. Nat Commun. 2013;4:2192.
34. Moore EM, Mander AG, Ames D, Kotowicz MA, Carne RP, et al. Increased risk of cognitive impairment in patients with diabetes is associated with metformin. Diabetes Care. 2013;36:2981–7.
35. Ng TP, Feng L, Yap KB, Lee TS, Tan CH, Winblad B. Long-term metformin usage and cognitive function among older adults with diabetes. Journal of Alzheimer’s disease : JAD. 2014;41:61–8.
36. Ngandu T, Lehtisalo J, Solomon A, Levalahti E, Ahtiluoto S, et al. A 2 year multidomain intervention of diet, exercise, cognitive training, and vascular risk monitoring versus control to prevent cognitive decline in at-risk elderly people (FINGER): a randomised controlled trial. Lancet. 2015;385:2255–63.
37. Ping F, Jiang N, Li Y. Association between metformin and neurodegenerative diseases of observational studies: systematic review and meta-analysis. BMJ Open Diabetes Res Care 2020;8.
38. Ronaldson PT, Davis TP. Blood-brain barrier integrity and glial support: mechanisms that can be targeted for novel therapeutic approaches in stroke. Curr Pharm Des. 2012;18:3624–44.
39. Samaras K, Makkar S, Crawford JD, Kochan NA, Wen W, et al. Metformin use is associated with slowed cognitive decline and reduced incident dementia in older adults with type 2 diabetes: the Sydney Memory and Ageing Study. Diabetes Care. 2020;43:2691–701.
40. Soraya H, Clanachan AS, Rameshrad M, Maleki-Dizaji N, Ghazi-Khansari M, Garjani A. Chronic treatment with metformin suppresses toll-like receptor 4 signaling and attenuates left ventricular dysfunction following myocardial infarction. Eur J Pharmacol. 2014;737:77–84.
41. Stranahan AM, Arumugam TV, Cutler RG, Lee K, Egan JM, Mattson MP. Diabetes impairs hippocampal function through glucocorticoid-mediated efects on new and mature neurons. Nat Neurosci. 2008;11:309–17.
42. Vinuesa A, Bentivegna M, Calfa G, Filipello F, Pomilio C, et al. Early exposure to a high-fat diet impacts on hippocampal plasticity: implication of microglia-derived exosome-like extracellular vesicles. Mol Neurobiol. 2019;56:5075–94.
43. Wang YW, He SJ, Feng X, Cheng J, Luo YT, et al. Metformin: a review of its potential indications. Drug Des Dev Ther. 2017;11:2421–9.
44. White MD, Angiolini JF, Alvarez YD, Kaur G, Zhao ZW, et al. Long-lived binding of Sox2 to DNA predicts cell fate in the four-cell mouse embryo. Cell. 2016;165:75–87.
45. Yuan SY, Liu J, Zhou J, Lu W, Zhou HY, et al. AMPK mediates glucocorticoids stress-induced downregulation of the glucocorticoid receptor in cultured rat prefrontal cortical astrocytes. PloS one. 2016;11:e0159513.
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spelling Atribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)The Author(s), under exclusive licence to American Aging Association 2022https://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Pomilio, CarlosGonzález Pérez, NicolásCalandri, IsmaelCrivelli, LucíaAllegri, RicardoSevlever, GustavoSaravia, Flavia2024-03-21T14:50:04Z2024-03-21T14:50:04Z2022Pomilio, C., Pérez, N.G., Calandri, I. et al. Diabetic patients treated with metformin during early stages of Alzheimer’s disease show a better integral performance: data from ADNI study. GeroScience 44, 1791–1805 (2022). https://doi-org.ezproxy.cuc.edu.co/10.1007/s11357-022-00568-62509-2715https://hdl.handle.net/11323/1090710.1007/s11357-022-00568-6Corporación Universidad de la CostaREDICUC - Repositorio CUChttps://repositorio.cuc.edu.coWe evaluated the effect of the antidiabetic drug metformin on patients enrolled in the ADNI study considering patients with mild cognitive impairment (MCI) due to Alzheimer's disease (AD). Employing data from this observational study, we performed a principal component analysis focusing on the cognitive sphere by evaluating data from neuropsychological tests included in a modified version of the Alzheimer's Disease Cooperative Study-Preclinical Alzheimer Cognitive Composite (ADCS-PACC). Second, we included the levels of amyloid-beta, tau, and phosphorylated tau in CSF. We found that MCI metformin-treated patients were globally characterized as subjects with a better cognitive performance and CSF biomarkers profile than the mean population of MCI patients. On the other hand, control subjects and type 2 diabetes patients (T2D) were paired by age, gender, ApoE allele, and years of education, defining three groups: MCI, MCI + T2D, and MCI + T2D + metformin. We evaluated the effect of T2D and metformin treatment employing the PACC score and composites defined from standardized ADNI variables to evaluate the memory and learning function. We found that MCI + T2D patients had a worse cognitive performance than MCI patients, but this deleterious effect was not observed in MCI + T2D + metformin patients. These cognitive variations were associated with changes in cortical thickness and hippocampal volume. Finally, no differences were found in metabolic plasmatic parameters (glycemia, cholesterol, triglycerides). Our study-employing different strategies for data analysis from the global study ADNI-shows a beneficial effect of metformin treatment on cognitive performance, CSF biomarkers profile, and neuroanatomical measures in MCI due to AD patients.15 páginasapplication/pdfengSpringer International Publishing AGSwitzerlandhttps://www-webofscience-com.ezproxy.cuc.edu.co/wos/woscc/full-record/WOS:000784956600001Diabetic patients treated with metformin during early stages of Alzheimer's disease show a better integral performance: data from ADNI studyArtículo de revistahttp://purl.org/coar/resource_type/c_2df8fbb1Textinfo:eu-repo/semantics/articlehttp://purl.org/redcol/resource_type/ARTinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/version/c_970fb48d4fbd8a85GeroScience1. Abbatecola AM, Paolisso G, Lamponi M, Bandinelli S, Lauretani F, et al. Insulin resistance and executive dysfunction in older persons. Journal of the American Geriatrics Society. 2004;52:1713–8.2. Andreasen N, Blennow K. Beta-amyloid (Abeta) protein in cerebrospinal fuid as a biomarker for Alzheimer’s disease. Peptides. 2002;23:1205–14.3. Arai H, Terajima M, Miura M, Higuchi S, Muramatsu T, et al. Tau in cerebrospinal fuid: a potential diagnostic marker in Alzheimer’s disease. Ann Neurol. 1995;38:649–52.4. Alzheimer’s Association. Alzheimer’s disease facts and fgures. 2018. https://www.alz.org/media/HomeOfce/ Facts%20and%20Figures/facts-and-fgures.pdf.5. Bakkour A, Morris JC, Dickerson BC. The cortical signature of prodromal AD: regional thinning predicts mild AD dementia. Neurology. 2009;72:1048–55.6. Bharath LP, Agrawal M, McCambridge G, Nicholas DA, Hasturk H, et al. Metformin enhances autophagy and normalizes mitochondrial function to alleviate aging-associated infammation. Cell metabolism. 2020;32:44-55 e6.7. Biancardi VC, Son SJ, Ahmadi S, Filosa JA, Stern JE. Circulating angiotensin II gains access to the hypothalamus and brain stem during hypertension via breakdown of the blood-brain barrier. Hypertension. 2014;63:572–9.8. Blennow K, Zetterberg H. Biomarkers for Alzheimer’s disease: current status and prospects for the future. J Intern Med. 2018;284:643–63.9. Criado-Marrero M, Smith TM, Gould LA, Kim S, Penny HJ, et al. FKBP5 and early life stress afect the hippocampus by an age-dependent mechanism. Brain, behavior, & immunity - health. 2020;9:100143.10. Chen J, Ou Y, Li Y, Hu S, Shao LW, Liu Y. Metformin extends C. elegans lifespan through lysosomal pathway. eLife 2017;6.11. Chen Y, Zhao S, Fan Z, Li Z, Zhu Y, et al. Metformin attenuates plaque-associated tau pathology and reduces amyloid-beta burden in APP/PS1 mice. Alzheimer’s research & therapy. 2021;13:40.12. Donohue MC, Sperling RA, Salmon DP, Rentz DM, Raman R, et al. The preclinical Alzheimer cognitive composite: measuring amyloid-related decline. JAMA Neurol. 2014;71:961–70.13. Duarte AI, Moreira PI, Oliveira CR. Insulin in central nervous system: more than just a peripheral hormone. Journal of aging research. 2012;2012:384017.14. Farr SA, Roesler E, Niehof ML, Roby DA, McKee A, Morley JE. Metformin improves learning and memory in the SAMP8 mouse model of Alzheimer’s disease. Journal of Alzheimer’s disease : JAD. 2019;68:1699–710.15. Ghasemi R, Haeri A, Dargahi L, Mohamed Z, Ahmadiani A. Insulin in the brain: sources, localization and functions. Mol Neurobiol. 2013;47:145–71.16. Han J, Li Y, Liu X, Zhou T, Sun H, et al. Metformin suppresses retinal angiogenesis and infammation in vitro and in vivo. PloS one. 2018;13:e0193031.17. Ihara M, Saito S. Drug repositioning for Alzheimer’s disease: fnding hidden clues in old drugs. Journal of Alzheimer’s disease : JAD. 2020;74:1013–28.18. Imfeld P, Bodmer M, Jick SS, Meier CR. Metformin, other antidiabetic drugs, and risk of Alzheimer’s disease: a population-based case-control study. J Am Geriatr Soc. 2012;60:916–21.19. Jack CR Jr, Bennett DA, Blennow K, Carrillo MC, Dunn B, et al. NIA-AA research framework: toward a biological defnition of Alzheimer’s disease. Alzheimer’s Dementia. 2018;14:535–62.20. Justice JN, Gubbi S, Kulkarni AS, Bartley JM, Kuchel GA, Barzilai N. A geroscience perspective on immune resilience and infectious diseases: a potential case for metformin. GeroScience. 2021;43:1093–112.21. Kim D, Lee JE, Jung YJ, Lee AS, Lee S, et al. Metformin decreases high-fat diet-induced renal injury by regulating the expression of adipokines and the renal AMP-activated protein kinase/acetyl-CoA carboxylase pathway in mice. Int J Mol Med. 2013;32:1293–302.22. Kinney JW, Bemiller SM, Murtishaw AS, Leisgang AM, Salazar AM, Lamb BT. Infammation as a central mechanism in Alzheimer’s disease. Alzheimers Dement (N Y). 2018;4:575–90.23. Kivipelto M, Mangialasche F, Snyder HM, Allegri R, Andrieu S, et al. World-Wide FINGERS Network: a global approach to risk reduction and prevention of dementia. Alzheimer’s Dementia. 2020;16:1078–94.24. Koenig AM, Mechanic-Hamilton D, Xie SX, Combs MF, Cappola AR, et al. Efects of the insulin sensitizer metformin in Alzheimer disease: pilot data from a randomized placebo-controlled crossover study. Alzheimer Dis Assoc Disord. 2017;31:107–13.25. Lee S, Kang BM, Kim JH, Min J, Kim HS, et al. Real-time in vivo two-photon imaging study reveals decreased cerebro-vascular volume and increased bloodbrain barrier permeability in chronically stressed mice. Sci Rep. 2018;8:13064.26. Li MZ, Zheng LJ, Shen J, Li XY, Zhang Q, et al. SIRT1 facilitates amyloid beta peptide degradation by upregulating lysosome number in primary astrocytes. Neural Regen Res. 2018;13:2005–13.27. Liu X, Chhipa RR, Nakano I, Dasgupta B. The AMPK inhibitor compound C is a potent AMPK-independent antiglioma agent. Mol Cancer Ther. 2014;13:596–605.28. Lv WS, Wen JP, Li L, Sun RX, Wang J, et al. The efect of metformin on food intake and its potential role in hypothalamic regulation in obese diabetic rats. Brain Res. 2012;1444:11–9.29. Ma R, Yi B, Riker AI, Xi Y. Metformin and cancer immunity. Acta Pharmacol Sin. 2020;41:1403–9.30. MacVicar BA, Newman EA. Astrocyte regulation of blood fow in the brain. Cold Spring Harbor Perspect Biol 2015;7.31. Manaenko A, Chen H, Kammer J, Zhang JH, Tang J. Comparison Evans Blue injection routes: intravenous versus intraperitoneal, for measurement of blood-brain barrier in a mice hemorrhage model. J Neurosci Methods. 2011;195:206–10.32. Markowicz-Piasecka M, Sikora J, Szydlowska A, Skupien A, Mikiciuk-Olasik E, Huttunen KM. Metformin - a future therapy for neurodegenerative diseases: Theme: Drug Discovery, Development and Delivery in Alzheimer’s Disease Guest Editor: Davide Brambilla. Pharm Res. 2017;34:2614–27.33. Martin-Montalvo A, Mercken EM, Mitchell SJ, Palacios HH, Mote PL, et al. 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PloS one. 2016;11:e0159513.18051791344Alzheimer's diseaseMetforminType 2 diabetesPublicationORIGINALDiabetic patients treated with metformin during early stages of Alzheimer's disease show a better integral performance.pdfDiabetic patients treated with metformin during early stages of Alzheimer's disease show a better integral performance.pdfArtículoapplication/pdf1027836https://repositorio.cuc.edu.co/bitstreams/14f31c2d-76c9-434b-ab30-7ddcb4face54/downloadbe636c3445431ebfa7f8ba7c2bf60240MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-814828https://repositorio.cuc.edu.co/bitstreams/568d0f20-48f4-49c4-91c7-beb18961b481/download2f9959eaf5b71fae44bbf9ec84150c7aMD52TEXTDiabetic patients treated with metformin during early stages of Alzheimer's disease show a better integral performance.pdf.txtDiabetic patients treated with metformin during early stages of Alzheimer's disease show a better integral performance.pdf.txtExtracted texttext/plain57592https://repositorio.cuc.edu.co/bitstreams/8adf1b0f-e87e-4cf6-b14d-1d93a984cf93/download0965b2da184cf4b2fb1a9e8090bf34a1MD53THUMBNAILDiabetic patients treated with metformin during early stages of Alzheimer's disease show a better integral performance.pdf.jpgDiabetic patients treated with metformin during early stages of Alzheimer's disease show a better integral performance.pdf.jpgGenerated Thumbnailimage/jpeg14968https://repositorio.cuc.edu.co/bitstreams/11b2d907-fa5d-4ea8-91a1-5a7277f9af91/download65ec6fa465af64db32d5b263274a7bd9MD5411323/10907oai:repositorio.cuc.edu.co:11323/109072024-09-17 10:45:21.048https://creativecommons.org/licenses/by-nc-nd/4.0/The Author(s), under exclusive licence to American Aging Association 2022open.accesshttps://repositorio.cuc.edu.coRepositorio de la Universidad de la Costa 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ada en las Obras Colectivas.

b.	Distribuir copias o fonogramas de las Obras, exhibirlas públicamente, ejecutarlas públicamente y/o ponerlas a disposición pública, incluyéndolas como incorporadas en Obras Colectivas, según corresponda.

c.	Distribuir copias de las Obras Derivadas que se generen, exhibirlas públicamente, ejecutarlas públicamente y/o ponerlas a disposición pública.
Los derechos mencionados anteriormente pueden ser ejercidos en todos los medios y formatos, actualmente conocidos o que se inventen en el futuro. Los derechos antes mencionados incluyen el derecho a realizar dichas modificaciones en la medida que sean técnicamente necesarias para ejercer los derechos en otro medio o formatos, pero de otra manera usted no está autorizado para realizar obras derivadas. Todos los derechos no otorgados expresamente por el Licenciante quedan por este medio reservados, incluyendo pero sin limitarse a aquellos que se mencionan en las secciones 4(d) y 4(e).

4. Restricciones.
La licencia otorgada en la anterior Sección 3 está expresamente sujeta y limitada por las siguientes restricciones:

a.	Usted puede distribuir, exhibir públicamente, ejecutar públicamente, o poner a disposición pública la Obra sólo bajo las condiciones de esta Licencia, y Usted debe incluir una copia de esta licencia o del Identificador Universal de Recursos de la misma con cada copia de la Obra que distribuya, exhiba públicamente, ejecute públicamente o ponga a disposición pública. No es posible ofrecer o imponer ninguna condición sobre la Obra que altere o limite las condiciones de esta Licencia o el ejercicio de los derechos de los destinatarios otorgados en este documento. No es posible sublicenciar la Obra. Usted debe mantener intactos todos los avisos que hagan referencia a esta Licencia y a la cláusula de limitación de garantías. Usted no puede distribuir, exhibir públicamente, ejecutar públicamente, o poner a disposición pública la Obra con alguna medida tecnológica que controle el acceso o la utilización de ella de una forma que sea inconsistente con las condiciones de esta Licencia. Lo anterior se aplica a la Obra incorporada a una Obra Colectiva, pero esto no exige que la Obra Colectiva aparte de la obra misma quede sujeta a las condiciones de esta Licencia. Si Usted crea una Obra Colectiva, previo aviso de cualquier Licenciante debe, en la medida de lo posible, eliminar de la Obra Colectiva cualquier referencia a dicho Licenciante o al Autor Original, según lo solicitado por el Licenciante y conforme lo exige la cláusula 4(c).

b.	Usted no puede ejercer ninguno de los derechos que le han sido otorgados en la Sección 3 precedente de modo que estén principalmente destinados o directamente dirigidos a conseguir un provecho comercial o una compensación monetaria privada. El intercambio de la Obra por otras obras protegidas por derechos de autor, ya sea a través de un sistema para compartir archivos digitales (digital file-sharing) o de cualquier otra manera no será considerado como estar destinado principalmente o dirigido directamente a conseguir un provecho comercial o una compensación monetaria privada, siempre que no se realice un pago mediante una compensación monetaria en relación con el intercambio de obras protegidas por el derecho de autor.

c.	Si usted distribuye, exhibe públicamente, ejecuta públicamente o ejecuta públicamente en forma digital la Obra o cualquier Obra Derivada u Obra Colectiva, Usted debe mantener intacta toda la información de derecho de autor de la Obra y proporcionar, de forma razonable según el medio o manera que Usted esté utilizando: (i) el nombre del Autor Original si está provisto (o seudónimo, si fuere aplicable), y/o (ii) el nombre de la parte o las partes que el Autor Original y/o el Licenciante hubieren designado para la atribución (v.g., un instituto patrocinador, editorial, publicación) en la información de los derechos de autor del Licenciante, términos de servicios o de otras formas razonables; el título de la Obra si está provisto; en la medida de lo razonablemente factible y, si está provisto, el Identificador Uniforme de Recursos (Uniform Resource Identifier) que el Licenciante especifica para ser asociado con la Obra, salvo que tal URI no se refiera a la nota sobre los derechos de autor o a la información sobre el licenciamiento de la Obra; y en el caso de una Obra Derivada, atribuir el crédito identificando el uso de la Obra en la Obra Derivada (v.g., "Traducción Francesa de la Obra del Autor Original," o "Guión Cinematográfico basado en la Obra original del Autor Original"). Tal crédito puede ser implementado de cualquier forma razonable; en el caso, sin embargo, de Obras Derivadas u Obras Colectivas, tal crédito aparecerá, como mínimo, donde aparece el crédito de cualquier otro autor comparable y de una manera, al menos, tan destacada como el crédito de otro autor comparable.

d.	Para evitar toda confusión, el Licenciante aclara que, cuando la obra es una composición musical:

i.	Regalías por interpretación y ejecución bajo licencias generales. El Licenciante se reserva el derecho exclusivo de autorizar la ejecución pública o la ejecución pública digital de la obra y de recolectar, sea individualmente o a través de una sociedad de gestión colectiva de derechos de autor y derechos conexos (por ejemplo, SAYCO), las regalías por la ejecución pública o por la ejecución pública digital de la obra (por ejemplo Webcast) licenciada bajo licencias generales, si la interpretación o ejecución de la obra está primordialmente orientada por o dirigida a la obtención de una ventaja comercial o una compensación monetaria privada.

ii.	Regalías por Fonogramas. El Licenciante se reserva el derecho exclusivo de recolectar, individualmente o a través de una sociedad de gestión colectiva de derechos de autor y derechos conexos (por ejemplo, los consagrados por la SAYCO), una agencia de derechos musicales o algún agente designado, las regalías por cualquier fonograma que Usted cree a partir de la obra (“versión cover”) y distribuya, en los términos del régimen de derechos de autor, si la creación o distribución de esa versión cover está primordialmente destinada o dirigida a obtener una ventaja comercial o una compensación monetaria privada.

e.	Gestión de Derechos de Autor sobre Interpretaciones y Ejecuciones Digitales (WebCasting). Para evitar toda confusión, el Licenciante aclara que, cuando la obra sea un fonograma, el Licenciante se reserva el derecho exclusivo de autorizar la ejecución pública digital de la obra (por ejemplo, webcast) y de recolectar, individualmente o a través de una sociedad de gestión colectiva de derechos de autor y derechos conexos (por ejemplo, ACINPRO), las regalías por la ejecución pública digital de la obra (por ejemplo, webcast), sujeta a las disposiciones aplicables del régimen de Derecho de Autor, si esta ejecución pública digital está primordialmente dirigida a obtener una ventaja comercial o una compensación monetaria privada.

5. Representaciones, Garantías y Limitaciones de Responsabilidad.
A MENOS QUE LAS PARTES LO ACORDARAN DE OTRA FORMA POR ESCRITO, EL LICENCIANTE OFRECE LA OBRA (EN EL ESTADO EN EL QUE SE ENCUENTRA) “TAL CUAL”, SIN BRINDAR GARANTÍAS DE CLASE ALGUNA RESPECTO DE LA OBRA, YA SEA EXPRESA, IMPLÍCITA, LEGAL O CUALQUIERA OTRA, INCLUYENDO, SIN LIMITARSE A ELLAS, GARANTÍAS DE TITULARIDAD, COMERCIABILIDAD, ADAPTABILIDAD O ADECUACIÓN A PROPÓSITO DETERMINADO, AUSENCIA DE INFRACCIÓN, DE AUSENCIA DE DEFECTOS LATENTES O DE OTRO TIPO, O LA PRESENCIA O AUSENCIA DE ERRORES, SEAN O NO DESCUBRIBLES (PUEDAN O NO SER ESTOS DESCUBIERTOS). ALGUNAS JURISDICCIONES NO PERMITEN LA EXCLUSIÓN DE GARANTÍAS IMPLÍCITAS, EN CUYO CASO ESTA EXCLUSIÓN PUEDE NO APLICARSE A USTED.

6. Limitación de responsabilidad.
A MENOS QUE LO EXIJA EXPRESAMENTE LA LEY APLICABLE, EL LICENCIANTE NO SERÁ RESPONSABLE ANTE USTED POR DAÑO ALGUNO, SEA POR RESPONSABILIDAD EXTRACONTRACTUAL, PRECONTRACTUAL O CONTRACTUAL, OBJETIVA O SUBJETIVA, SE TRATE DE DAÑOS MORALES O PATRIMONIALES, DIRECTOS O INDIRECTOS, PREVISTOS O IMPREVISTOS PRODUCIDOS POR EL USO DE ESTA LICENCIA O DE LA OBRA, AUN CUANDO EL LICENCIANTE HAYA SIDO ADVERTIDO DE LA POSIBILIDAD DE DICHOS DAÑOS. ALGUNAS LEYES NO PERMITEN LA EXCLUSIÓN DE CIERTA RESPONSABILIDAD, EN CUYO CASO ESTA EXCLUSIÓN PUEDE NO APLICARSE A USTED.

7. Término.

a.	Esta Licencia y los derechos otorgados en virtud de ella terminarán automáticamente si Usted infringe alguna condición establecida en ella. Sin embargo, los individuos o entidades que han recibido Obras Derivadas o Colectivas de Usted de conformidad con esta Licencia, no verán terminadas sus licencias, siempre que estos individuos o entidades sigan cumpliendo íntegramente las condiciones de estas licencias. Las Secciones 1, 2, 5, 6, 7, y 8 subsistirán a cualquier terminación de esta Licencia.

b.	Sujeta a las condiciones y términos anteriores, la licencia otorgada aquí es perpetua (durante el período de vigencia de los derechos de autor de la obra). No obstante lo anterior, el Licenciante se reserva el derecho a publicar y/o estrenar la Obra bajo condiciones de licencia diferentes o a dejar de distribuirla en los términos de esta Licencia en cualquier momento; en el entendido, sin embargo, que esa elección no servirá para revocar esta licencia o que deba ser otorgada , bajo los términos de esta licencia), y esta licencia continuará en pleno vigor y efecto a menos que sea terminada como se expresa atrás. La Licencia revocada continuará siendo plenamente vigente y efectiva si no se le da término en las condiciones indicadas anteriormente.

8. Varios.

a.	Cada vez que Usted distribuya o ponga a disposición pública la Obra o una Obra Colectiva, el Licenciante ofrecerá al destinatario una licencia en los mismos términos y condiciones que la licencia otorgada a Usted bajo esta Licencia.

b.	Si alguna disposición de esta Licencia resulta invalidada o no exigible, según la legislación vigente, esto no afectará ni la validez ni la aplicabilidad del resto de condiciones de esta Licencia y, sin acción adicional por parte de los sujetos de este acuerdo, aquélla se entenderá reformada lo mínimo necesario para hacer que dicha disposición sea válida y exigible.

c.	Ningún término o disposición de esta Licencia se estimará renunciada y ninguna violación de ella será consentida a menos que esa renuncia o consentimiento sea otorgado por escrito y firmado por la parte que renuncie o consienta.

d.	Esta Licencia refleja el acuerdo pleno entre las partes respecto a la Obra aquí licenciada. No hay arreglos, acuerdos o declaraciones respecto a la Obra que no estén especificados en este documento. El Licenciante no se verá limitado por ninguna disposición adicional que pueda surgir en alguna comunicación emanada de Usted. Esta Licencia no puede ser modificada sin el consentimiento mutuo por escrito del Licenciante y Usted.
