Metformin activates chaperone-mediated autophagy and improves disease pathologies in an Alzheimer disease mouse model
Open accessAbstract
Chaperone-mediated autophagy (CMA) is a lysosome-dependent selective degradation pathway implicated in the pathogenesis of cancer and neurodegenerative diseases. However, the mechanisms that regulate CMA are not fully understood. Here, using unbiased drug screening approaches, we discover Metformin, a drug that is commonly the first medication prescribed for type 2 diabetes, can induce CMA. We delineate the mechanism of CMA induction by Metformin to be via activation of TAK1-IKKα/β signaling that leads to phosphorylation of Ser85 of the key mediator of CMA, Hsc70, and its activation. Notably, we find that amyloid-beta precursor protein (APP) is a CMA substrate and that it binds to Hsc70 in an IKKα/β-dependent manner. The inhibition of CMA-mediated degradation of APP enhances its cytotoxicity. Importantly, we find that in the APP/PS1 mouse model of Alzheimer’s disease (AD), activation of CMA by Hsc70 overexpression or Metformin potently reduces the accumulated brain Aβ plaque levels and reverses the molecular and behavioral AD phenotypes. Our study elucidates a novel mechanism of CMA regulation via Metformin-TAK1-IKKα/β-Hsc70 signaling and suggests Metformin as a new activator of CMA for diseases, such as AD, where such therapeutic intervention could be beneficial.
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CMA is a selective autophagy mechanism disrupted early in Alzheimer's disease, partly due to reduced LAMP2A expression.
“CMA is increasingly recognized as a selective mechanism disrupted early in AD, partly due to reduced LAMP2A expression [140, 141].”
From Toward a Unified Framework in Molecular Neurobiology of Alzheimer’s Disease: Revisiting the Pathophysiological Hypotheses (2026) · cites this paper as [141]
The Introduction describes CMA as selective and says AD-associated Tau can suppress it by binding to LAMP2A. The Discussion also calls compromised CMA a feature of AD. Neither section establishes that the disruption occurs early in AD or attributes it to reduced LAMP2A expression; the paper describes disrupted LAMP2A-mediated translocation instead. Page numbers are not available in our copy. (LLM, conf=0.87)
Experimental — accuracy not yet measuredDefective CMA reduces degradation of tau and α-synuclein, increasing aggregation-prone species.
“Third, defective CMA reduces the degradation of tau and α-synuclein, increasing aggregation-prone species [140, 141].”
From Toward a Unified Framework in Molecular Neurobiology of Alzheimer’s Disease: Revisiting the Pathophysiological Hypotheses (2026) · cites this paper as [141]
The Introduction and the Results section 'APP is a CMA substrate' state that CMA can degrade tau. They also say that aggregated tau can inhibit CMA, rather than establishing that defective CMA increases tau aggregation. No passage in our copy addresses α-synuclein degradation or aggregation (searched: α-synuclein, synuclein). Page numbers were not available. (LLM, conf=0.85)
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Cites
Metformin as a tool to target aging
Barzilai, N., Crandall, J. P., Kritchevsky, S. B., & Espeland, M. A. (2016) · Cell Metabolism · doi:10.1016/j.cmet.2016.05.011 · Cited by 1,096 · see citing works
Tau fragmentation, aggregation and clearance: the dual role of lysosomal processing
Wang, Y., Martinez-Vicente, M., Krüger, U., Kaushik, S., Wong, E., Mandelkow, E.-M., Cuervo, A. M., & Mandelkow, E. (2009) · Human Molecular Genetics · doi:10.1093/hmg/ddp367 · Cited by 617 · see citing works
Self-Assembly of Aβ <sub>1</sub> <sub>-</sub> <sub>42</sub> into Globular Neurotoxins
Chromy, B. A., Nowak, R. J., Lambert, M. P., Viola, K. L., Chang, L., Velasco, P. T., Jones, B. W., Fernandez, S. J., Lacor, P. N., Horowitz, P., et al. (2003) · Biochemistry · doi:10.1021/bi030029q · Cited by 522 · see citing works
The Diabetes Prevention Program Research Group (2012) · Diabetes Care · doi:10.2337/dc11-1299 · Cited by 494 · see citing works
TBK1 Suppresses RIPK1-Driven Apoptosis and Inflammation during Development and in Aging
Xu, D., Jin, T., Zhu, H., Chen, H., Ofengeim, D., Zou, C., Mifflin, L., Pan, L., Amin, P., Li, W., et al. (2018) · Cell · doi:10.1016/j.cell.2018.07.041 · Cited by 461 · see citing works
Self-citationGandini, S., Puntoni, M., Heckman-Stoddard, B. M., Dunn, B. K., Ford, L., DeCensi, A., & Szabo, E. (2014) · Cancer Prevention Research · doi:10.1158/1940-6207.capr-13-0424 · Cited by 457 · see citing works
Selective autophagy as a potential therapeutic target for neurodegenerative disorders
Scrivo, A., Bourdenx, M., Pampliega, O., & Cuervo, A. M. (2018) · The Lancet Neurology · doi:10.1016/s1474-4422(18)30238-2 · Cited by 355 · see citing works
Metformin activates AMPK through the lysosomal pathway
Zhang, C.-S., Li, M., Ma, T., Zong, Y., Cui, J., Feng, J.-W., Wu, Y.-Q., Lin, S.-Y., & Lin, S.-C. (2016) · Cell Metabolism · doi:10.1016/j.cmet.2016.09.003 · Cited by 280 · see citing works
Proteome-wide analysis of chaperone-mediated autophagy targeting motifs
Kirchner, P., Bourdenx, M., Madrigal-Matute, J., Tiano, S., Diaz, A., Bartholdy, B. A., Will, B., & Cuervo, A. M. (2019) · PLOS Biology · doi:10.1371/journal.pbio.3000301 · Cited by 257 · see citing works
Valdor, R., Mocholi, E., Botbol, Y., Guerrero-Ros, I., Chandra, D., Koga, H., Gravekamp, C., Cuervo, A. M., & Macian, F. (2014) · Nature Immunology · doi:10.1038/ni.3003 · Cited by 244 · see citing works
Scuderi, C., Steardo, L., & Esposito, G. (2014) · Phytotherapy Research · doi:10.1002/ptr.5095 · Cited by 161 · see citing works
Metformin monotherapy downregulates diabetes-associated inflammatory status and impacts on mortality
Tizazu, A. M., Nyunt, M. S. Z., Cexus, O., Suku, K., Mok, E., Xian, C. H., Chong, J., Tan, C., How, W., Hubert, S., et al. (2019) · Frontiers in Physiology · doi:10.3389/fphys.2019.00572 · Cited by 37 · see citing works
Flagged first, then by citations
Research works printed but not linked: 55
- Agarraberes FA Dice JF A molecular chaperone complex at the lysosomal membrane is required for protein translocation J Cell Sci 2001 114 2491 2499 10.1242/jcs.114.13.2491 11559757 · DOI
- Agarraberes FA Terlecky SR Dice JF An intralysosomal hsp70 is required for a selective pathway of lysosomal protein degradation J Cell Biol 1997 137 825 834 10.1083/jcb.137.4.825 9151685 PMC2139836 · DOI
- Bhat A Sebastiani G Bhat M Systematic review: Preventive and therapeutic applications of metformin in liver disease World J Hepatol 2015 7 1652 1659 10.4254/wjh.v7.i12.1652 26140084 PMC4483546 · DOI
- Breining P Metformin targets brown adipose tissue in vivo and reduces oxygen consumption in vitro Diabetes Obes Metab 2018 20 2264 2273 10.1111/dom.13362 29752759 · DOI
- Campbell JM Metformin use associated with reduced risk of dementia in patients with diabetes: A systematic review and meta-analysis J Alzheimers Dis 2018 65 1225 1236 10.3233/JAD-180263 30149446 PMC6218120 · DOI · Paper page
- Chen F Antidiabetic drugs restore abnormal transport of amyloid-beta across the blood-brain barrier and memory impairment in db/db mice Neuropharmacology 2016 101 123 136 10.1016/j.neuropharm.2015.07.023 26211973 · DOI
- Chiang HL Terlecky SR Plant CP Dice JF A role for a 70-kilodalton heat shock protein in lysosomal degradation of intracellular proteins Science 1989 246 382 385 10.1126/science.2799391 2799391 · DOI
- Comb WC Hutti JE Cogswell P Cantley LC Baldwin AS p85alpha SH2 domain phosphorylation by IKK promotes feedback inhibition of PI3K and Akt in response to cellular starvation Mol Cell 2012 45 719 730 10.1016/j.molcel.2012.01.010 22342344 PMC3319231 · DOI
- Cox J Mann M MaxQuant enables high peptide identification rates, individualized ppb-range mass accuracies and proteome-wide protein quantification Nat Biotechnol 2008 26 1367 1372 10.1038/nbt.1511 19029910 · DOI · Paper page
- Criollo A The IKK complex contributes to the induction of autophagy EMBO J 2010 29 619 631 10.1038/emboj.2009.364 19959994 PMC2830700 · DOI
- Cuervo AM Dice JF A receptor for the selective uptake and degradation of proteins by lysosomes Science 1996 273 501 503 10.1126/science.273.5274.501 8662539 · DOI · Paper page
- Cuervo AM Wong E Chaperone-mediated autophagy: roles in disease and aging Cell Res 2014 24 92 104 10.1038/cr.2013.153 24281265 PMC3879702 · DOI
- Dice JF Peptide sequences that target cytosolic proteins for lysosomal proteolysis Trends Biochem Sci 1990 15 305 309 10.1016/0968-0004(90)90019-8 2204156 · DOI
- Dice JF Chiang HL Spencer EP Backer JM Regulation of catabolism of microinjected ribonuclease A. Identification of residues 7–11 as the essential pentapeptide J Biol Chem 1986 261 6853 6859 10.1016/S0021-9258(19)62694-3 3700419 · DOI
- Ea CK Deng L Xia ZP Pineda G Chen ZJ Activation of IKK by TNFalpha requires site-specific ubiquitination of RIP1 and polyubiquitin binding by NEMO Mol Cell 2006 22 245 257 16603398
- Evans JM Donnelly LA Emslie-Smith AM Alessi DR Morris AD Metformin and reduced risk of cancer in diabetic patients BMJ 2005 330 1304 1305 10.1136/bmj.38415.708634.F7 15849206 PMC558205 · DOI · Paper page
- Fezoui Y A de novo designed helix-turn-helix peptide forms nontoxic amyloid fibrils Nat Struct Biol 2000 7 1095 1099 10.1038/81937 11101888 · DOI
- Gough NR Fambrough DM Different steady state subcellular distributions of the three splice variants of lysosome-associated membrane protein LAMP-2 are determined largely by the COOH-terminal amino acid residue J Cell Biol 1997 137 1161 1169 10.1083/jcb.137.5.1161 9166415 PMC2136218 · DOI
- Graham GG Clinical pharmacokinetics of metformin Clin Pharmacokinet 2011 50 81 98 10.2165/11534750-000000000-00000 21241070 · DOI · Paper page
- Groftehauge MK Hajizadeh NR Swann MJ Pohl E Protein-ligand interactions investigated by thermal shift assays (TSA) and dual polarization interferometry (DPI) Acta Crystallogr D Biol Crystallogr 2015 71 36 44 10.1107/S1399004714016617 25615858 PMC4304684 · DOI
- Guo Q Wang Z Li H Wiese M Zheng H APP physiological and pathophysiological functions: insights from animal models Cell Res 2012 22 78 89 10.1038/cr.2011.116 21769132 PMC3351924 · DOI
- Hardie DG Ross FA Hawley SA AMP-activated protein kinase: a target for drugs both ancient and modern Chem Biol 2012 19 1222 1236 10.1016/j.chembiol.2012.08.019 23102217 PMC5722193 · DOI
- Hettich MM The anti-diabetic drug metformin reduces BACE1 protein level by interfering with the MID1 complex PLoS ONE 2014 9 e102420 10.1371/journal.pone.0102420 25025689 PMC4099345 · DOI
- Kaushik S Cuervo AM Degradation of lipid droplet-associated proteins by chaperone-mediated autophagy facilitates lipolysis Nat Cell Biol 2015 17 759 770 10.1038/ncb3166 25961502 PMC4449813 · DOI
- Kaushik S Cuervo AM The coming of age of chaperone-mediated autophagy Nat Rev Mol Cell Biol 2018 19 365 381 10.1038/s41580-018-0001-6 29626215 PMC6399518 · DOI
- Keowkase R Neuroprotective effects and mechanism of cognitive-enhancing choline analogs JWB 1–84-1 and JAY 2–22-33 in neuronal culture and Caenorhabditis elegans Mol Neurodegener 2010 5 59 10.1186/1750-1326-5-59 21162742 PMC3017027 · DOI
- Kon M Chaperone-mediated autophagy is required for tumor growth Sci Transl Med 2011 3 109ra117 10.1126/scitranslmed.3003182 22089453 PMC4000261 · DOI
- Labuzek K Quantification of metformin by the HPLC method in brain regions, cerebrospinal fluid and plasma of rats treated with lipopolysaccharide Pharmacol Rep 2010 62 956 965 10.1016/S1734-1140(10)70357-1 21098880 · DOI
- Lamanna C Monami M Marchionni N Mannucci E Effect of metformin on cardiovascular events and mortality: a meta-analysis of randomized clinical trials Diabetes Obes Metab 2011 13 221 228 10.1111/j.1463-1326.2010.01349.x 21205121 · DOI
- Lane CA Hardy J Schott JM Alzheimer's disease Eur J Neurol 2018 25 59 70 10.1111/ene.13439 28872215 · DOI · Paper page
- Liu T Daniels CK Cao S Comprehensive review on the HSC70 functions, interactions with related molecules and involvement in clinical diseases and therapeutic potential Pharmacol Ther 2012 136 354 374 10.1016/j.pharmthera.2012.08.014 22960394 · DOI
- Mercurio F IKK-1 and IKK-2: cytokine-activated IkappaB kinases essential for NF-kappaB activation Science 1997 278 860 866 10.1126/science.278.5339.860 9346484 · DOI
- Neven E Metformin prevents the development of severe chronic kidney disease and its associated mineral and bone disorder Kidney Int 2018 94 102 113 10.1016/j.kint.2018.01.027 29716795 · DOI
- Ng TP Long-term metformin usage and cognitive function among older adults with diabetes J Alzheimers Dis 2014 41 61 68 10.3233/JAD-131901 24577463 · DOI · Paper page
- Park C Suh Y Cuervo AM Regulated degradation of Chk1 by chaperone-mediated autophagy in response to DNA damage Nat Commun 2015 6 6823 10.1038/ncomms7823 25880015 PMC4400843 · DOI
- Schneider JL Loss of hepatic chaperone-mediated autophagy accelerates proteostasis failure in aging Aging Cell 2015 14 249 264 10.1111/acel.12310 25620427 PMC4364837 · DOI
- Schneider JL Suh Y Cuervo AM Deficient chaperone-mediated autophagy in liver leads to metabolic dysregulation Cell Metab 2014 20 417 432 10.1016/j.cmet.2014.06.009 25043815 PMC4156578 · DOI · Paper page
- Smith DF Whitesell L Katsanis E Molecular chaperones: biology and prospects for pharmacological intervention Pharmacol Rev 1998 50 493 514 9860803
- Stricher F Macri C Ruff M Muller S HSPA8/HSC70 chaperone protein: structure, function, and chemical targeting Autophagy 2013 9 1937 1954 10.4161/auto.26448 24121476 · DOI
- Tiwari S Atluri V Kaushik A Yndart A Nair M Alzheimer's disease: pathogenesis, diagnostics, and therapeutics Int J Nanomedicine 2019 14 5541 5554 10.2147/IJN.S200490 31410002 PMC6650620 · DOI · Paper page
- Vakifahmetoglu-Norberg H Chaperone-mediated autophagy degrades mutant p53 Genes Dev 2013 27 1718 1730 10.1101/gad.220897.113 23913924 PMC3744729 · DOI
- Vorhees CV Williams MT Morris water maze: procedures for assessing spatial and related forms of learning and memory Nat Protoc 2006 1 848 858 10.1038/nprot.2006.116 17406317 PMC2895266 · DOI · Paper page
- Wang C TAK1 is a ubiquitin-dependent kinase of MKK and IKK Nature 2001 412 346 351 10.1038/35085597 11460167 · DOI · Paper page
- Wang X Modifications and trafficking of APP in the pathogenesis of alzheimer's disease Front Mol Neurosci 2017 10 294 10.3389/fnmol.2017.00294 28966576 PMC5605621 · DOI
- Wegmann S Bennett RE Amaral AS Hyman BT Studying tau protein propagation and pathology in the mouse brain using adeno-associated viruses Methods Cell Biol 2017 141 307 322 10.1016/bs.mcb.2017.06.014 28882310 · DOI
- Wentink AS Molecular dissection of amyloid disaggregation by human HSP70 Nature 2020 587 483 488 10.1038/s41586-020-2904-6 33177717 · DOI
- Wing SS Chiang HL Goldberg AL Dice JF Proteins containing peptide sequences related to Lys-Phe-Glu-Arg-Gln are selectively depleted in liver and heart, but not skeletal muscle, of fasted rats Biochem J 1991 275 Pt 1 165 169 10.1042/bj2750165 2018472 PMC1150027 · DOI
- Woronicz JD Gao X Cao Z Rothe M Goeddel DV IkappaB kinase-beta: NF-kappaB activation and complex formation with IkappaB kinase-alpha and NIK Science 1997 278 866 869 10.1126/science.278.5339.866 9346485 · DOI
- Xia HG Degradation of HK2 by chaperone-mediated autophagy promotes metabolic catastrophe and cell death J Cell Biol 2015 210 705 716 10.1083/jcb.201503044 26323688 PMC4555813 · DOI
- Xilouri M Impairment of chaperone-mediated autophagy induces dopaminergic neurodegeneration in rats Autophagy 2016 12 2230 2247 10.1080/15548627.2016.1214777 27541985 PMC5103347 · DOI
- Xu D Modulating TRADD to restore cellular homeostasis and inhibit apoptosis Nature 2020 587 133 138 10.1038/s41586-020-2757-z 32968279 · DOI
- Xue Y GPS 2.0, a tool to predict kinase-specific phosphorylation sites in hierarchy Mol Cell Proteomics 2008 7 1598 1608 10.1074/mcp.M700574-MCP200 18463090 PMC2528073 · DOI
- Yamagishi N Ishihara K Hatayama T Hsp105alpha suppresses Hsc70 chaperone activity by inhibiting Hsc70 ATPase activity J Biol Chem 2004 279 41727 41733 10.1074/jbc.M407947200 15292236 · DOI
- Yang Y Wu Y Zhang S Song W High glucose promotes Abeta production by inhibiting APP degradation PLoS ONE 2013 8 e69824 10.1371/journal.pone.0069824 23894546 PMC3720941 · DOI
- Zhang J Inflammation-induced inhibition of chaperone-mediated autophagy maintains the immunosuppressive function of murine mesenchymal stromal cells Cell Mol Immunol 2021 18 6 1476 1488 10.1038/s41423-019-0345-7 31900460 PMC8167126 · DOI
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- Authors
- Xu, X., Sun, Y., Cen, X., Shan, B., Zhao, Q., Xie, T., Wang, Z., Hou, T., Xue, Y., Zhang, M., Peng, D., Sun, Q., Yi, C., Najafov, A., & Xia, H.
- Affiliations
- First Affiliated Hospital Zhejiang University (CN)
- Chinese Academy of Sciences (CN)
- Zhejiang University (CN)
- Huazhong University of Science and Technology (CN)
- Harvard University (US)
- Corresponding author
- Najafov, Ayaz
- Xia, Hongguang
- ORCID
- Venue
- Protein & Cell
- Publisher
- Oxford University Press (OUP)
- Published
- 2021-07-21
- Volume
- 12
- Issue
- 10
- Pages
- 769-787
- ISSN
- 1674-800X (ISSN-L)
- 1674-8018
- PMC
- PMC8464644
- OpenAlex
- W3186382490
- Cited by
- 171
- References
- 12
- Citations by year
- 2026: 24 · 2025: 49 · 2024: 37 · 2023: 30 · 2022: 27 · 2021: 3
- FWCI
- 17.15
- Type
- journal article
- Language
- en
- Update notices
- correction (2021-11-01)
- Open access
- gold
- doi.org
- Locations
- Protein & Cell (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, other-oa)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Funders
- National Natural Science Foundation of China (81773182 and 31601121, 31601121, 81773182, 91854108)
- Chinese Academy of Sciences
- Zhejiang University
- Topics
- Health Sciences › Medicine › Epidemiology › Autophagy in Disease and Therapy
- Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Heat shock proteins research
- Keywords
- chaperone-mediated autophagy, metformin, Alzheimer's disease, Hsc70, TAK1, amyloid precursor protein, amyloid plaques, APP/PS1 mice, drug repurposing, lysosomal degradation
- MeSH terms
- Chaperone-Mediated Autophagy, MAP Kinase Kinase Kinase 7, Alzheimer Disease, Animals, Benzylamines, Disease Models, Animal, Gene Expression Regulation, HeLa Cells, Humans, Isoenzymes, Male, Metformin, Mice, Transgenic, Neurons, Phenylurea Compounds, Quinazolines, Signal Transduction, Amyloid beta-Protein Precursor, PC12 Cells, Neuroprotective Agents, MAP Kinase Kinase Kinases, Cell Line, Tumor, HSC70 Heat-Shock Proteins, Mice, Rats, I-kappa B Kinase, Benzothiazoles, HEK293 Cells
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