Accelerated microglial pathology is associated with A β plaques in mouse models of A lzheimer's disease
Open accessAbstract
Microglia integrate within the neural tissue with a distinct ramified morphology through which they scan the surrounding neuronal network. Here, we used a digital tool for the quantitative morphometric characterization of fine cortical microglial structures in mice, and the changes they undergo with aging and in Alzheimer's-like disease. We show that, compared with microglia in young mice, microglia in old mice are less ramified and possess fewer branches and fine processes along with a slightly increased proinflammatory cytokine expression. A similar microglial pathology appeared 6-12 months earlier in mouse models of Alzheimer's disease (AD), along with a significant increase in brain parenchyma lacking coverage by microglial processes. We further demonstrate that microglia near amyloid plaques acquire unique activated phenotypes with impaired process complexity. We thus show that along with a chronic proinflammatory reaction in the brain, aging causes a significant reduction in the capacity of microglia to scan their environment. This type of pathology is markedly accelerated in mouse models of AD, resulting in a severe microglial process deficiency, and possibly contributing to enhanced cognitive decline.
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Plaque-associated microglia exhibit morphological and molecular differences compared to non-plaque-associated cells in AD.
“Plaque-associated microglia exhibit morphological and molecular differences compared to non-plaque-associated cells in AD44,45,46.”
From Amyloid-β induces lipid droplet-mediated microglial dysfunction via the enzyme DGAT2 in Alzheimer’s disease (2025) · cites this paper as [45]
The Results section, “Differential pattern of CD39 expression in plaque-associated microglia” (page unavailable), describes differences in morphology and CD39 and activation-marker expression among microglia near plaques and in the surrounding tissue. The study examines mouse models of AD, however, so it does not establish the comparison in human AD. (LLM, conf=0.84)
Experimental — accuracy not yet measuredThis impairment has been shown to correlate with increased production of proinflammatory cytokines and overwhelming accumulation of Aβ plaques in the AD brain.
“This impairment has been shown to correlate with increased production of proinflammatory cytokines and overwhelming accumulation of Aβ plaques in the AD brain [20–22].”
From IL-1β-driven amyloid plaque clearance is associated with an expansion of transcriptionally reprogrammed microglia (2019) · cites this paper as [21]
The Results section on APP transgenic mice and the Discussion associate impaired microglial coverage with Aβ plaques in mouse models. The reported cytokine increase was measured during aging in wild-type mice; the Discussion cautions that plaque-associated microglial changes do not readily translate into robust cytokine upregulation. The paper therefore does not establish the full correlation claimed for the human AD brain. (LLM, conf=0.86)
Experimental — accuracy not yet measuredP2ry12 is expressed in highly ramified iMGLs resembling quiescent cortical microglia.
“At higher magnification, P2ry12 is expressed in highly ramified iMGLs resembling quiescent cortical microglia; the membrane distribution accentuates the finer extended processes (Figure 7B–D)(Baron et al., 2014).”
From iPSC-derived human microglia-like cells to study neurological diseases (2017) · cites this paper as Baron et al., 2014
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Cites
Fiji: an open-source platform for biological-image analysis
Schindelin, J., Arganda-Carreras, I., Frise, E., Kaynig, V., Longair, M., Pietzsch, T., Preibisch, S., Rueden, C., Saalfeld, S., Schmid, B., et al. (2012) · Nature Methods · doi:10.1038/nmeth.2019 · Cited by 66,890 · see citing works
The Amyloid Hypothesis of Alzheimer’s Disease: Progress and Problems on the Road to Therapeutics
Hardy, J., & Selkoe, D. J. (2002) · Science · doi:10.1126/science.1072994 · Cited by 13,864 · see citing works
Resting microglial cells are highly dynamic surveillants of brain parenchyma in vivo
Nimmerjahn, A., Kirchhoff, F., & Helmchen, F. (2005) · Science · doi:10.1126/science.1110647 · Cited by 5,827 · see citing works
Microglia Sculpt Postnatal Neural Circuits in an Activity and Complement-Dependent Manner
Schafer, D. P., Lehrman, E. K., Kautzman, A. G., Koyama, R., Mardinly, A. R., Yamasaki, R., Ransohoff, R. M., Greenberg, M. E., Barres, B. A., & Stevens, B. (2012) · Neuron · doi:10.1016/j.neuron.2012.03.026 · Cited by 4,089 · cited 3× · see citing works
“Although traditionally characterized by their role in host defense, a growing body of evidence suggests that microglia also contribute to the integrity and maintenance of the neuronal network (Sierra et al., 2010; Tremblay et al., 2011; Schafer et al., 2012; Kettenmann et al., 2013).”
BackgroundATP mediates rapid microglial response to local brain injury in vivo
Davalos, D., Grutzendler, J., Yang, G., Kim, J. V., Zuo, Y., Jung, S., Littman, D. R., Dustin, M. L., & Gan, W.-B. (2005) · Nature Neuroscience · doi:10.1038/nn1472 · Cited by 3,913 · see citing works
Microglia: Active sensor and versatile effector cells in the normal and pathologic brain
Hanisch, U.-K., & Kettenmann, H. (2007) · Nature Neuroscience · doi:10.1038/nn1997 · Cited by 3,676 · see citing works
NLRP3 is activated in Alzheimer’s disease and contributes to pathology in APP/PS1 mice
Heneka, M. T., Kummer, M. P., Stutz, A., Delekate, A., Schwartz, S., Vieira-Saecker, A., Griep, A., Axt, D., Remus, A., Tzeng, T.-C., et al. (2013) · Nature · doi:10.1038/nature11729 · Cited by 2,898 · see citing works
Jung, S., Aliberti, J., Graemmel, P., Sunshine, M. J., Kreutzberg, G. W., Sher, A., & Littman, D. R. (2000) · Molecular and Cellular Biology · doi:10.1128/mcb.20.11.4106-4114.2000 · Cited by 2,632 · see citing works
Microglia promote learning-dependent synapse formation through brain-derived neurotrophic factor
Parkhurst, C. N., Yang, G., Ninan, I., Savas, J. N., Yates, J. R., Lafaille, J. J., Hempstead, B. L., Littman, D. R., & Gan, W.-B. (2013) · Cell · doi:10.1016/j.cell.2013.11.030 · Cited by 2,599 · see citing works
The toxic Aβ oligomer and Alzheimer's disease: an emperor in need of clothes
Benilova, I., Karran, E., & De Strooper, B. (2012) · Nature Neuroscience · doi:10.1038/nn.3028 · Cited by 1,962 · see citing works
Mucke, L., Masliah, E., Yu, G.-Q., Mallory, M., Rockenstein, E. M., Tatsuno, G., Hu, K., Kholodenko, D., Johnson-Wood, K., & McConlogue, L. (2000) · The Journal of Neuroscience · doi:10.1523/jneurosci.20-11-04050.2000 · Cited by 1,856 · see citing works
The ageing systemic milieu negatively regulates neurogenesis and cognitive function
Villeda, S. A., Luo, J., Mosher, K. I., Zou, B., Britschgi, M., Bieri, G., Stan, T. M., Fainberg, N., Ding, Z., Eggel, A., et al. (2011) · Nature · doi:10.1038/nature10357 · Cited by 1,763 · see citing works
The Amyloid State of Proteins in Human Diseases
Eisenberg, D. S., & Jucker, M. (2012) · Cell · doi:10.1016/j.cell.2012.02.022 · Cited by 1,732 · see citing works
Microglia Shape Adult Hippocampal Neurogenesis through Apoptosis-Coupled Phagocytosis
Sierra, A., Encinas, J. M., Deudero, J. J. P., Chancey, J. H., Enikolopov, G., Overstreet-Wadiche, L. S., Tsirka, S. E., & Maletic-Savatic, M. (2010) · Cell Stem Cell · doi:10.1016/j.stem.2010.08.014 · Cited by 1,622 · see citing works
Wake, H., Moorhouse, A. J., Jinno, S., Kohsaka, S., & Nabekura, J. (2009) · The Journal of Neuroscience · doi:10.1523/jneurosci.4363-08.2009 · Cited by 1,619 · see citing works
Jankowsky, J. L., Fadale, D. J., Anderson, J., Xu, G. M., Gonzales, V., Jenkins, N. A., Copeland, N. G., Lee, M. K., Younkin, L. H., Wagner, S. L., et al. (2004) · Human Molecular Genetics · doi:10.1093/hmg/ddh019 · Cited by 1,575 · see citing works
Control of microglial neurotoxicity by the fractalkine receptor
Cardona, A. E., Pioro, E. P., Sasse, M. E., Kostenko, V., Cardona, S. M., Dijkstra, I. M., Huang, D., Kidd, G., Dombrowski, S., Dutta, R., et al. (2006) · Nature Neuroscience · doi:10.1038/nn1715 · Cited by 1,531 · see citing works
Aβ peptide vaccination prevents memory loss in an animal model of Alzheimer's disease
Morgan, D., Diamond, D. M., Gottschall, P. E., Ugen, K. E., Dickey, C. A., Hardy, J., Duff, K., Jantzen, P. T., DiCarlo, G., Wilcock, D. M., et al. (2000) · Nature · doi:10.1038/35050116 · Cited by 1,488 · see citing works
Microglial Dysfunction and Defective β-Amyloid Clearance Pathways in Aging Alzheimer's Disease Mice
Hickman, S. E., Allison, E. K., & El Khoury, J. (2008) · The Journal of Neuroscience · doi:10.1523/jneurosci.0616-08.2008 · Cited by 1,329 · cited 3× · see citing works
“Indeed, microglia are more abundant at sites of Ab plaques, with altered morphology reminiscent of cell activation (Mucke et al., 2000; Hickman et al., 2008; Eisenberg & Jucker, 2012).”
BackgroundMicroglia: new roles for the synaptic stripper
Kettenmann, H., Kirchhoff, F., & Verkhratsky, A. (2013) · Neuron · doi:10.1016/j.neuron.2012.12.023 · Cited by 1,173 · see citing works
Microglial cell origin and phenotypes in health and disease
Saijo, K., & Glass, C. K. (2011) · Nature Reviews Immunology · doi:10.1038/nri3086 · Cited by 1,100 · see citing works
ApoE-Directed Therapeutics Rapidly Clear β-Amyloid and Reverse Deficits in AD Mouse Models
Cramer, P. E., Cirrito, J. R., Wesson, D. W., Lee, C. Y. D., Karlo, J. C., Zinn, A. E., Casali, B. T., Restivo, J. L., Goebel, W. D., James, M. J., et al. (2012) · Science · doi:10.1126/science.1217697 · Cited by 1,050 · see citing works
The Role of Microglia in the Healthy Brain: Figure 1.
Tremblay, M.-È., Stevens, B., Sierra, A., Wake, H., Bessis, A., & Nimmerjahn, A. (2011) · The Journal of Neuroscience · doi:10.1523/jneurosci.4158-11.2011 · Cited by 992 · see citing works
Longair, M., Baker, D. A., & Armstrong, J. D. (2011) · Bioinformatics · doi:10.1093/bioinformatics/btr390 · Cited by 939 · see citing works
Jin, M., Shepardson, N., Yang, T., Chen, G., Walsh, D., & Selkoe, D. J. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1017033108 · Cited by 876 · see citing works
Antibodies against β-Amyloid Slow Cognitive Decline in Alzheimer's Disease
Höck, C., Konietzko, U., Streffer, J. R., Tracy, J., Signorell, A., Müller-Tillmanns, B., Lemke, U., Henke, K., Moritz, E., Garcia, E., et al. (2003) · Neuron · doi:10.1016/s0896-6273(03)00294-0 · Cited by 777 · see citing works
Microglia and neurodegeneration: The role of systemic inflammation
Cunningham, C. (2013) · Glia · doi:10.1002/glia.22350 · Cited by 769 · see citing works
Immune activation in brain aging and neurodegeneration: too much or too little?
Lucin, K. M., & Wyss-Coray, T. (2009) · Neuron · doi:10.1016/j.neuron.2009.08.039 · Cited by 679 · see citing works
Age-related alterations in the dynamic behavior of microglia
Damani, M. R., Zhao, L., Fontainhas, A. M., Amaral, J., Fariss, R. N., & Wong, W. T. (2011) · Aging Cell · doi:10.1111/j.1474-9726.2010.00660.x · Cited by 504 · see citing works
The impact of systemic infection on the progression of neurodegenerative disease
Perry, V. H., Newman, T. A., & Cunningham, C. (2003) · Nature Reviews Neuroscience · doi:10.1038/nrn1032 · Cited by 428 · see citing works
Heterogeneity in astrocyte morphology and physiology
Matyash, V., & Kettenmann, H. (2009) · Brain Research Reviews · doi:10.1016/j.brainresrev.2009.12.001 · Cited by 413 · see citing works
Regulation of Microglial Proliferation during Chronic Neurodegeneration
Gómez-Nicola, D., Fransen, N. L., Suzzi, S., & Perry, V. H. (2013) · The Journal of Neuroscience · doi:10.1523/jneurosci.4440-12.2013 · Cited by 407 · see citing works
Scorcioni, R., Polavaram, S., & Ascoli, G. A. (2008) · Nature Protocols · doi:10.1038/nprot.2008.51 · Cited by 354 · cited 3× · see citing works
“The data obtained with the plug-in were further analyzed with the L-measure software (Scorcioni et al., 2008) to extract the following parameters: (i) total branch length, namely the sum of all branch segments identified with the Simple Neurite Tracer plug-in; (ii) number of branches and bifurcations (Fig.”
MethodInfluentialFontainhas, A. M., Wang, M., Liang, K. J., Chen, S., Mettu, P., Damani, M., Fariss, R. N., Li, W., & Wong, W. T. (2011) · PLoS ONE · doi:10.1371/journal.pone.0015973 · Cited by 334 · see citing works
Effects of aging and sensory loss on glial cells in mouse visual and auditory cortices
Tremblay, M., Zettel, M. L., Ison, J. R., Allen, P. D., & Majewska, A. K. (2012) · Glia · doi:10.1002/glia.22287 · Cited by 309 · see citing works
Olah, M., Biber, K. P. H., Vinet, J., & Boddeke, H. W. G. M. (2011) · CNS & Neurological Disorders - Drug Targets · doi:10.2174/187152711794488575 · Cited by 251 · see citing works
Microglial repopulation model reveals a robust homeostatic process for replacing CNS myeloid cells
Varvel, N. H., Grathwohl, S. A., Baumann, F., Liebig, C., Bosch, A., Brawek, B., Thal, D. R., Charo, I. F., Heppner, F. L., Aguzzi, A., et al. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1210150109 · Cited by 240 · see citing works
Long-Range Ca2+ Waves Transmit Brain-Damage Signals to Microglia
Sieger, D., Moritz, C., Ziegenhals, T., Prykhozhij, S. V., & Peri, F. (2012) · Developmental Cell · doi:10.1016/j.devcel.2012.04.012 · Cited by 218 · see citing works
Streit, W. J., & Xue, Q.-S. (2009) · Journal of Neuroimmune Pharmacology · doi:10.1007/s11481-009-9163-5 · Cited by 205 · see citing works
Toll-Like Receptor 2 Signaling in Response to Brain Injury: An Innate Bridge to Neuroinflammation
Babcock, A. A., Wirenfeldt, M., Holm, T. H., Nielsen, H. H., Dissing‐Olesen, L., Toft‐Hansen, H., Millward, J. M., Landmann, R. M., Rivest, S., Finsen, B. R., et al. (2006) · Journal of Neuroscience · doi:10.1523/jneurosci.4937-05.2006 · Cited by 186 · see citing works
Self-citationKanazawa, H., Ohsawa, K., Sasaki, Y., Kohsaka, S., & Imai, Y. (2002) · Journal of Biological Chemistry · doi:10.1074/jbc.m109218200 · Cited by 170 · see citing works
Braun, N., Sévigny, J., Robson, S. C., Enjyoji, K., Guckelberger, O., Hammer, K., Virgilio, F. D., & Zimmermann, H. (2000) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2000.01342.x · Cited by 169 · see citing works
Harris, J. A., Devidze, N., Halabisky, B., Lo, I., Thwin, M. T., Yu, G.-Q., Bredesen, D. E., Masliah, E., & Mucke, L. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.5341-09.2010 · Cited by 146 · see citing works
Abutbul, S., Shapiro, J., Szaingurten‐Solodkin, I., Levy, N., Carmy, Y., Baron, R., Jung, S., & Monsonego, A. (2012) · Glia · doi:10.1002/glia.22343 · Cited by 122 · see citing works
Self-citationThe ectonucleotidase cd39/ENTPDase1 modulates purinergic‐mediated microglial migration
Färber, K., Markworth, S., Pannasch, U., Nolte, C., Prinz, V., Kronenberg, G., Gertz, K. R., Endres, M., Bechmann, I., Enjyoji, K., et al. (2007) · Glia · doi:10.1002/glia.20606 · Cited by 102 · see citing works
Shapiro, L. A., Perez, Z. D., Foresti, M. L., Arisi, G. M., & Ribak, C. E. (2009) · Brain Research · doi:10.1016/j.brainres.2009.02.031 · Cited by 90 · see citing works
Cognitive and Behavioral Consequences of Impaired Immunoregulation in Aging
Corona, A. W., Fenn, A. M., & Godbout, J. P. (2011) · Journal of Neuroimmune Pharmacology · doi:10.1007/s11481-011-9313-4 · Cited by 84 · see citing works
NTPDase1 activity attenuates microglial phagocytosis
Bulavina, L., Szulzewsky, F., Rocha, A., Krabbe, G., Robson, S. C., Matyash, V., & Kettenmann, H. (2012) · Purinergic Signalling · doi:10.1007/s11302-012-9339-y · Cited by 36 · see citing works
Ladostigil prevents age-related glial activation and spatial memory deficits in rats
Weinstock, M., Luques, L., Poltyrev, T., Bejar, C., & Shoham, S. (2009) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2009.06.004 · Cited by 36 · see citing works
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- Authors
- Baron, R., Babcock, A. A., Nemirovsky, A., Finsen, B., & Monsonego, A.
- Affiliations
- Ben-Gurion University of the Negev (IL)
- University of Southern Denmark (DK)
- Corresponding author
- Monsonego, Alon
- Venue
- Aging Cell
- Publisher
- Wiley
- Published
- 2014-03-18
- Volume
- 13
- Issue
- 4
- Pages
- 584-595
- ISSN
- 1474-9718 (ISSN-L)
- 1474-9726
- PMC
- PMC4326940
- OpenAlex
- W2068354213
- Cited by
- 118
- References
- 49
- Citations by year
- 2026: 3 · 2025: 7 · 2024: 5 · 2023: 7 · 2022: 8 · 2021: 19 · 2020: 6 · 2019: 11 · 2018: 8 · 2017: 12 · 2016: 14 · 2015: 14 · 2014: 3
- FWCI
- 7.44
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Aging Cell (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- University of Southern Denmark Research Portal (University of Southern Denmark) (submittedVersion)
- Funders
- Israel Science Foundation
- Danish Medical Research Council
- Lundbeck Foundation
- The Danish Alzheimer Research Foundation
- Topics
- Life Sciences › Neuroscience › Neurology › Neuroinflammation and Neurodegeneration Mechanisms
- Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
- Life Sciences › Neuroscience › Neurology › Neurological Disease Mechanisms and Treatments
- Keywords
- microglia, Alzheimer's disease, amyloid plaques, microglial ramification, microglial morphology, aging, inflammatory cytokines, microglial activation, cognitive decline, mouse models of Alzheimer's disease, cortical microglia
- MeSH terms
- Aging, Alzheimer Disease, Animals, Apyrase, Cerebral Cortex, Disease Models, Animal, Mice, Transgenic, Antigens, CD, Cytokines, Amyloid beta-Peptides, Leukocyte Common Antigens, Microglia, Inflammation Mediators, CD11b Antigen, Cell Shape, Green Fluorescent Proteins, Mice, Plaque, Amyloid
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