Single-cell transcriptomic analyses of the developing meninges reveal meningeal fibroblast diversity and function.
Open accessAbstract
The meninges are a multilayered structure composed of fibroblasts, blood and lymphatic vessels, and immune cells. Meningeal fibroblasts secrete a variety of factors that control CNS development, yet strikingly little is known about their heterogeneity or development. Using single-cell sequencing, we report distinct transcriptional signatures for fibroblasts in the embryonic dura, arachnoid, and pia. We define new markers for meningeal layers and show conservation in human meninges. We find that embryonic meningeal fibroblasts are transcriptionally distinct between brain regions and identify a regionally localized pial subpopulation marked by the expression of μ-crystallin. Developmental analysis reveals a progressive, ventral-to-dorsal maturation of telencephalic meninges. Our studies have generated an unparalleled view of meningeal fibroblasts, providing molecular profiles of embryonic meningeal fibroblasts by layer and yielding insights into the mechanisms of meninges development and function.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The pia is collagen and basement membrane-rich, abuts the glial limitans, and has regional heterogeneity within the developing mouse brain.
“Most proximate to the brain is the collagen and basement membrane-rich pia matter that abuts the glial limitans and has recently be shown to have regional heterogeneity within the developing mouse brain.”
From Living on the Edge of the CNS: Meninges Cell Diversity in Health and Disease (2021) · cites this paper as DeSisto et al., 2020
Arachnoid barrier cells are epithelial-like cells connected by tight and adherens junctions that regulate the movement of pathogens, molecules, and cells into and out of the CSF and brain parenchyma.
“Segregating the outer and inner meningeal compartments is the epithelial-like arachnoid barrier cells, connected by tight and adherens junctions, which regulate the movement of pathogens, molecules, and cells into and out of the cerebral spinal fluid (CSF) and brain parenchyma.”
From Living on the Edge of the CNS: Meninges Cell Diversity in Health and Disease (2021) · cites this paper as DeSisto et al., 2020
Arachnoid barrier cells can be first seen in the mouse forebrain around E13 and they differentiate from mesenchymal cells of the primary meninx.
“We recently found that arachnoid barrier cells can be first seen in the mouse forebrain around E13 and they differentiate from mesenchymal cells of the primary meninx (DeSisto et al., 2020).”
From Living on the Edge of the CNS: Meninges Cell Diversity in Health and Disease (2021) · cites this paper as DeSisto et al., 2020
Arachnoid fibroblasts express RALDH2 and CRABP2, a retinoic acid (RA) synthesizing enzyme and an RA binding protein, respectively.
“Arachnoid fibroblasts express RALDH2 and CRABP2, a retinoic acid (RA) synthesizing enzyme and an RA binding protein, respectively (Figures 1D,E; DeSisto et al., 2020).”
From Living on the Edge of the CNS: Meninges Cell Diversity in Health and Disease (2021) · cites this paper as DeSisto et al., 2020
Our recent scRNAseq of developing mouse meninges showed pia, arachnoid and dura fibroblasts are molecularly distinct and likely have layer specific functions.
“Our recent single cell RNA sequencing (scRNAseq) of developing mouse meninges showed pia, arachnoid and dura fibroblasts are molecularly distinct and likely have layer specific functions (DeSisto et al., 2020).”
From Living on the Edge of the CNS: Meninges Cell Diversity in Health and Disease (2021) · cites this paper as DeSisto et al., 2020
3V ChP fibroblasts shared expression signatures with meningeal fibroblasts and the ceiling cell fibroblast subtype.
“3V ChP fibroblasts (Topic 7) shared expression signatures with meningeal fibroblasts (e.g., Apod, Slc1a3) and the ‘ceiling cell’ fibroblast subtype (e.g., Crym, Figure 4B, S4E; DeSisto et al., 2020).”
From A cellular and spatial map of the choroid plexus across brain ventricles and ages (2021) · cites this paper as DeSisto et al., 2020
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Comprehensive Integration of Single-Cell Data
Stuart, T., Butler, A., Hoffman, P., Hafemeister, C., Papalexi, E., Mauck, W. M., Hao, Y., Stoeckius, M., Smibert, P., & Satija, R. (2019) · Cell · doi:10.1016/j.cell.2019.05.031 · Cited by 15,453 · see citing works
Learning the parts of objects by non-negative matrix factorization
Lee, D. D., & Seung, H. S. (1999) · Nature · doi:10.1038/44565 · Cited by 13,898 · see citing works
Integrating single-cell transcriptomic data across different conditions, technologies, and species
Butler, A., Hoffman, P., Smibert, P., Papalexi, E., & Satija, R. (2018) · Nature Biotechnology · doi:10.1038/nbt.4096 · Cited by 13,174 · see citing works
A robust and high-throughput Cre reporting and characterization system for the whole mouse brain
Madisen, L., Zwingman, T. A., Sunkin, S. M., Oh, S. W., Zariwala, H. A., Gu, H., Ng, L. L., Palmiter, R. D., Hawrylycz, M. J., Jones, A. R., et al. (2010) · Nature Neuroscience · doi:10.1038/nn.2467 · Cited by 6,907 · see citing works
Metagenes and molecular pattern discovery using matrix factorization
Brunet, J.-P., Tamayo, P., Golub, T. R., & Mesirov, J. P. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0308531101 · Cited by 2,183 · see citing works
A molecular atlas of cell types and zonation in the brain vasculature
Vanlandewijck, M., He, L., Mäe, M. A., Andrae, J., Ando, K., Del Gaudio, F., Nahar, K., Lebouvier, T., Laviña, B., Gouveia, L., et al. (2018) · Nature · doi:10.1038/nature25739 · Cited by 2,074 · cited 3× · see citing works
“The lineage relationship between perivascular and meningeal fibroblasts has not been rigorously explored, though we and others have previously shown that collagen 1- expressing perivascular fibroblasts and meningeal fibroblasts express RALDH1, RALDH2, and PDGFRα (Vanlandewijck et al., 2018; Kelly et al., 2016).”
BackgroundMolecular diversity and specializations among the cells of the adult mouse brain
Saunders, A., Macosko, E. Z., Wysoker, A., Goldman, M., Krienen, F. M., de Rivera, H., Bien, E., Baum, M., Bortolin, L., Wang, S., et al. (2018) · Cell · doi:10.1016/j.cell.2018.07.028 · Cited by 1,847 · cited 1× · see citing works
“We performed principal component, uniform manifold approximation and projection (UMAP), and cluster analyses on cells isolated from the frontal and posterior cortex classified as “fibroblast-like” (FL) clusters based on the expression of Col1a1 and Col1a2 (Saunders et al., 2018).”
MethodInterneuron Migration from Basal Forebrain to Neocortex: Dependence on <i>Dlx</i> Genes
Anderson, S. A., Eisenstat, D. D., Shi, L., & Rubenstein, J. L. R. (1997) · Science · doi:10.1126/science.278.5337.474 · Cited by 1,462 · see citing works
Origin, fate and dynamics of macrophages at central nervous system interfaces
Goldmann, T., Wieghofer, P., Jordão, M. J. C., Prutek, F., Hagemeyer, N., Frenzel, K., Amann, L., Staszewski, O., Kierdorf, K., Krueger, M., et al. (2016) · Nature Immunology · doi:10.1038/ni.3423 · Cited by 1,209 · see citing works
Fate of the mammalian cardiac neural crest
Jiang, X., Rowitch, D. H., Soriano, P. M., McMahon, A. P., & Sucov, H. M. (2000) · Development · doi:10.1242/dev.127.8.1607 · Cited by 1,163 · see citing works
Molecular logic of neocortical projection neuron specification, development and diversity
Greig, L. C., Woodworth, M. B., Galazo, M. J., Padmanabhan, H., & Macklis, J. D. (2013) · Nature Reviews Neuroscience · doi:10.1038/nrn3586 · Cited by 863 · see citing works
Lin, S., Kisseleva, T., Brenner, D. A., & Duffield, J. S. (2008) · American Journal Of Pathology · doi:10.2353/ajpath.2008.080433 · Cited by 834 · see citing works
Meningeal lymphatic vessels at the skull base drain cerebrospinal fluid
Ahn, J. H., Cho, H., Kim, J.-H., Kim, S. H., Ham, J.-S., Park, I., Suh, S. H., Hong, S. P., Song, J.-H., Hong, Y.-K., et al. (2019) · Nature · doi:10.1038/s41586-019-1419-5 · Cited by 811 · see citing works
Tissue origins and interactions in the mammalian skull vault.
Jiang, X., Iseki, S., Maxson, R. E., Sucov, H. M., & Morriss-Kay, G. M. (2002) · Developmental Biology · doi:10.1006/dbio.2001.0487 · Cited by 782 · see citing works
GenePaint.org: an atlas of gene expression patterns in the mouse embryo
Visel, A. (2004) · Nucleic Acids Research · doi:10.1093/nar/gkh029 · Cited by 528 · see citing works
Pericytes of Multiple Organs Do Not Behave as Mesenchymal Stem Cells In Vivo
Guimarães‐Camboa, N., Cattaneo, P., Sun, Y., Moore‐Morris, T., Gu, Y., Dalton, N. D., Rockenstein, E. M., Masliah, E., Peterson, K. L., Stallcup, W. B., et al. (2017) · Cell stem cell · doi:10.1016/j.stem.2016.12.006 · Cited by 491 · see citing works
Junctions in the meninges and marginal glia.
Nabeshima, S., Reese, T. S., Landis, D. M. D., & Brightman, M. W. (1975) · Journal of Comparative Neurology · doi:10.1002/cne.901640202 · Cited by 444 · see citing works
Early Fate Defines Microglia and Non-parenchymal Brain Macrophage Development
Utz, S. G., See, P., Mildenberger, W., Thion, M. S., Silvin, A., Lutz, M., Ingelfinger, F., Rayan, N. A., Lelios, I., Buttgereit, A., et al. (2020) · Cell · doi:10.1016/j.cell.2020.03.021 · Cited by 436 · see citing works
Perivascular Fibroblasts Form the Fibrotic Scar after Contusive Spinal Cord Injury
Soderblom, C., Luo, X., Blumenthal, E., Bray, E. R., Lyapichev, K. A., Ramos, J., Krishnan, V., Lai-Hsu, C., Park, K. K., Tsoulfas, P., et al. (2013) · Journal of Neuroscience · doi:10.1523/jneurosci.2524-13.2013 · Cited by 419 · see citing works
Integration of FGF and TWIST in calvarial bone and suture development
Rice, D. P. C., Åberg, T., Chan, Y.-S., Tang, Z., Kettunen, P. J., Pakarinen, L., Maxson, R. E., & Thesleff, I. (2000) · Development · doi:10.1242/dev.127.9.1845 · Cited by 407 · see citing works
Retinoic acid from the meninges regulates cortical neuron generation.
Siegenthaler, J. A., Ashique, A. M., Zarbalis, K., Patterson, K. P., Hecht, J. H., Kane, M. A., Folias, A. E., Choe, Y., May, S. R., Kume, T., et al. (2009) · Cell · doi:10.1016/j.cell.2009.10.004 · Cited by 402 · see citing works
Self-citationBalin, B. J., Broadwell, R. D., Salcman, M., & El‐Kalliny, M. (1986) · Journal of Comparative Neurology · doi:10.1002/cne.902510209 · Cited by 358 · see citing works
A Critical Function of the Pial Basement Membrane in Cortical Histogenesis
Halfter, W. M., Dong, S., Yip, Y.-P., Willem, M., & Mayer, U. (2002) · Journal of Neuroscience · doi:10.1523/jneurosci.22-14-06029.2002 · Cited by 290 · see citing works
Single-cell transcriptomic analysis of mouse neocortical development
Loo, L., Simon, J. M., Xing, L., McCoy, E. S., Niehaus, J. K., Guo, J., Anton, E. S., & Zylka, M. J. (2019) · Nature Communications · doi:10.1038/s41467-018-08079-9 · Cited by 289 · see citing works
Aldinger, K. A., Lehmann, O. J., Hudgins, L., Chizhikov, V. V., Bassuk, A. G., Adès, L. C., Krantz, I. D., Dobyns, W. B., & Millen, K. J. (2009) · Nature Genetics · doi:10.1038/ng.422 · Cited by 279 · see citing works
Meninges control tangential migration of hem-derived Cajal-Retzius cells via CXCL12/CXCR4 signaling
Borrell, V., & Marín, Ó. (2006) · Nature Neuroscience · doi:10.1038/nn1764 · Cited by 279 · see citing works
Niederreither, K., Fraulob, V., Garnier, J.-M., Chambon, P., & Dollé, P. (2002) · Mechanisms of Development · doi:10.1016/s0925-4773(01)00561-5 · Cited by 246 · see citing works
Role of the chemokine SDF-1 as the meningeal attractant for embryonic cerebellar neurons
Zhu, Y., Yu, T., Zhang, X.-C., Nagasawa, T., Wu, J. Y., & Rao, Y. (2002) · Nature Neuroscience · doi:10.1038/nn881 · Cited by 235 · see citing works
Weller, R. O., Sharp, M. M., Christodoulides, M., Carare, R. O., & Møllgård, K. (2018) · Acta Neuropathologica · doi:10.1007/s00401-018-1809-z · Cited by 222 · see citing works
DNase I-hypersensitive sites enhance α1(I) collagen gene expression in hepatic stellate cells
Yata, Y., Scanga, A. E., Gillan, A., Yang, L., Reif, S. S., Breindl, M., Brenner, D. A., & Rippe, R. A. (2003) · Hepatology · doi:10.1053/jhep.2003.50067 · Cited by 192 · see citing works
Reiss, K., Mentlein, R., Sievers, J., & Hartmann, D. (2002) · Neuroscience · doi:10.1016/s0306-4522(02)00307-x · Cited by 169 · see citing works
Kalamarides, M., Stemmer-Rachamimov, A. O., Niwa‐Kawakita, M., Chareyre, F., Clermont, E., Han, Z.-Y., Martinelli, C., Lusis, E. A., Hegedűs, B., Gutmann, D. H., et al. (2011) · Oncogene · doi:10.1038/onc.2010.609 · Cited by 160 · see citing works
RALDH-independent generation of retinoic acid during vertebrate embryogenesis by CYP1B1
Chambers, D., Wilson, L. J., Maden, M., & Lumsden, A. (2007) · Development · doi:10.1242/dev.02815 · Cited by 152 · see citing works
We have got you ‘covered’: how the meninges control brain development
Siegenthaler, J. A., & Pleasure, S. J. (2011) · Current Opinion in Genetics & Development · doi:10.1016/j.gde.2010.12.005 · Cited by 145 · see citing works
Self-citationDevelopmental Biology of the Meninges
Dasgupta, K., & Jeong, J. (2019) · Genesis · doi:10.1002/dvg.23288 · Cited by 141 · see citing works
Biomolecular Mechanisms of Calvarial Bone Induction: Immature versus Mature Dura Mater
Greenwald, J. A., Mehrara, B. J., Spector, J. A., Chin, G. S., Steinbrech, D. S., Saadeh, P. B., Luchs, J. S., Paccione, M. F., Gittes, G. K., & Longaker, M. T. (2000) · Plastic & Reconstructive Surgery · doi:10.1097/00006534-200004040-00018 · Cited by 121 · see citing works
Zarbalis, K. S., Siegenthaler, J. A., Choe, Y., May, S., Peterson, A. S., & Pleasure, S. J. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0702618104 · Cited by 113 · see citing works
Self-citationA Cascade of Morphogenic Signaling Initiated by the Meninges Controls Corpus Callosum Formation
Choe, Y., Siegenthaler, J. A., & Pleasure, S. J. (2012) · Neuron · doi:10.1016/j.neuron.2011.11.036 · Cited by 96 · see citing works
Self-citationSegklia, A., Seuntjens, E., Elkouris, M., Tsalavos, S., Stappers, E., Mitsiadis, T. A., Huylebroeck, D., Remboutsika, E., & Graf, D. (2012) · PLoS ONE · doi:10.1371/journal.pone.0034088 · Cited by 88 · see citing works
McConnell, B. B., Kim, S. S., Ke, Y., Ghaleb, A. M., Takeda, N., Manabe, I., Nusrat, A., Nagai, R., & Yang, V. W. (2011) · Gastroenterology · doi:10.1053/j.gastro.2011.06.086 · Cited by 88 · see citing works
Col1a1+ perivascular cells in the brain are a source of retinoic acid following stroke.
Kelly, K. K., MacPherson, A. M., Grewal, H., Strnad, F., Jones, J. W., Yu, J., Pierzchalski, K., Kane, M. A., Herson, P. S., & Siegenthaler, J. A. (2016) · BMC Neuroscience · doi:10.1186/s12868-016-0284-5 · Cited by 75 · see citing works
Self-citationMortazavi, M. M., Quadri, S. A., Khan, M. A., Gustin, A. J., Suriya, S. S., Hassanzadeh, T., Fahimdanesh, K. M., Adl, F. H., Fard, S. A., Taqi, M. A., et al. (2017) · World Neurosurgery · doi:10.1016/j.wneu.2017.12.041 · Cited by 74 · see citing works
Çağlayan, A. O., Baranoski, J. F., Aktar, F., Han, W., Tüysüz, B., Güzel, A., Güçlü, B., Kaymakçalan, H., Aktekin, B., Akgumus, G. T., et al. (2014) · Pediatric Neurology · doi:10.1016/j.pediatrneurol.2014.08.025 · Cited by 73 · see citing works
Osteoglycin, a novel coordinator of bone and glucose homeostasis
Lee, N. J., Ali, N. A., Zhang, L., Qi, Y., Clarke, I. M., Enriquez, R. F., Brzozowska, M. M., Lee, I. C., Rogers, M. J., Laybutt, D. R., et al. (2018) · Molecular Metabolism · doi:10.1016/j.molmet.2018.05.004 · Cited by 72 · see citing works
Hartmann, D., Sievers, J., Pehlemann, F. W., & Berry, M. (1992) · The Journal of Comparative Neurology · doi:10.1002/cne.903200103 · Cited by 63 · see citing works
Foxc1 dependent mesenchymal signalling drives embryonic cerebellar growth
Haldipur, P., Gillies, G. S., Janson, O. K., Chizhikov, V. V., Mithal, D. S., Miller, R. J., & Millen, K. J. (2014) · eLife · doi:10.7554/elife.03962 · Cited by 62 · see citing works
Mehrara, B. J., Most, D., Chang, J., Bresnick, S., Turk, A. E., Schendel, S. A., Gittes, G. K., & Longaker, M. T. (1999) · Plastic & Reconstructive Surgery · doi:10.1097/00006534-199908000-00017 · Cited by 52 · see citing works
Nakao, T., Ishizawa, A., & Ogawa, R. (1988) · The Anatomical Record · doi:10.1002/ar.1092210212 · Cited by 47 · see citing works
The Osteogenic Potential of the Neural Crest Lineage May Contribute to Craniosynostosis
Doro, D. H., Liu, A., Grigoriadis, A. E., & Liu, K. J. (2018) · Molecular Syndromology · doi:10.1159/000493106 · Cited by 47 · see citing works
Haldipur, P., Dang, D., Aldinger, K. A., Janson, O. K., Guimiot, F., Adle‐Biassette, H., Dobyns, W. B., Siebert, J. R., Russo, R., & Millen, K. J. (2017) · eLife · doi:10.7554/elife.20898 · Cited by 46 · see citing works
Self-citationMishra, S., Choe, Y., Pleasure, S. J., & Siegenthaler, J. A. (2016) · Developmental Biology · doi:10.1016/j.ydbio.2016.09.019 · Cited by 45 · see citing works
Self-citationIn Vitro and In Vivo Antiangiogenic Properties of the Serpin Protease Nexin-1
Selbonne, S., Azibani, F., Iatmanen-Harbi, S., Boulaftali, Y., Richard, B., Jandrot‐Perrus, M., Bouton, M., & Arocas, V. (2012) · Molecular and Cellular Biology · doi:10.1128/mcb.06554-11 · Cited by 41 · see citing works
Boucherie, C., Boutin, C., Jossin, Y., Schakman, O., Goffinet, A. M., Ris, L., Gailly, P. L., & Tissir, F. (2017) · Molecular Psychiatry · doi:10.1038/mp.2017.236 · Cited by 36 · see citing works
AKAP12 Mediates Barrier Functions of Fibrotic Scars during CNS Repair
Cha, J., Wee, H.-J., Seo, J. H., Ahn, B. J., Park, J., Yang, J.-M., Lee, S.-W., Kim, E. H., Lee, O.-H., Heo, J. H., et al. (2014) · PLoS ONE · doi:10.1371/journal.pone.0094695 · Cited by 35 · see citing works
Primary cellular meningeal defects cause neocortical dysplasia and dyslamination
Hecht, J. H., Siegenthaler, J. A., Patterson, K. P., & Pleasure, S. J. (2010) · Annals of Neurology · doi:10.1002/ana.22103 · Cited by 30 · see citing works
Self-citationChoe, Y., Zarbalis, K. S., & Pleasure, S. J. (2014) · PLoS ONE · doi:10.1371/journal.pone.0086025 · Cited by 26 · see citing works
Dasgupta, K., Chung, J. U., Asam, K. R., & Jeong, J. (2019) · Developmental Biology · doi:10.1016/j.ydbio.2019.07.015 · Cited by 25 · see citing works
Tissue Interactions Between Craniosynostotic Dura Mater and Bone
Cooper, G. M., Durham, E. L., Cray, J., Siegel, M. I., Losee, J. E., & Mooney, M. P. (2012) · Journal of Craniofacial Surgery · doi:10.1097/scs.0b013e31824e645f · Cited by 23 · see citing works
Haushalter, C., Schuhbaur, B., Dollé, P., & Rhinn, M. (2016) · Biology Open · doi:10.1242/bio.021063 · Cited by 23 · see citing works
Protease nexin-1 regulates retinal vascular development
Selbonne, S., François, D., Raoul, W., et al. (2015) · Cellular and Molecular Life Sciences · doi:10.1007/s00018-015-1972-5 · Cited by 20 · see citing works
Meningeal Bmps Regulate Cortical Layer Formation
Choe, Y., & Pleasure, S. J. (2018) · Brain Plasticity · doi:10.3233/bpl-170048 · Cited by 19 · see citing works
Dinuoscio, G. J., & Atit, R. P. (2019) · genesis · doi:10.1002/dvg.23279 · Cited by 17 · see citing works
Angelov, D. N. (1990) · Cell and Tissue Research · doi:10.1007/bf00297240 · Cited by 10 · see citing works
Haldipur, P., Gillies, G. S., Janson, O. K., et al. (2015) · International Journal of Developmental Neuroscience · doi:10.1016/j.ijdevneu.2015.04.097 · Cited by 4 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
A human brain vascular atlas reveals diverse mediators of Alzheimer’s risk
Yang, A. C., Vest, R. T., Kern, F., Lee, D. P., Agam, M., Maat, C. A., Losada, P. M., Chen, M. B., Schaum, N., Khoury, N., et al. (2022) · Nature · doi:10.1038/s41586-021-04369-3 · Cited by 797 · see citing works
Self-citationMolecular architecture of the developing mouse brain
La Manno, G., Siletti, K., Furlan, A., Gyllborg, D., Vinsland, E., Mossi Albiach, A., Mattsson Langseth, C., Khven, I., Lederer, A. R., Dratva, L. M., et al. (2021) · Nature · doi:10.1038/s41586-021-03775-x · Cited by 563 · see citing works
Heterogeneity of meningeal B cells reveals a lymphopoietic niche at the CNS borders
Brioschi, S., Wang, W.-L., Peng, V., Wang, M., Shchukina, I., Greenberg, Z. J., Bando, J. K., Jaeger, N., Czepielewski, R. S., Swain, A., et al. (2021) · Science · doi:10.1126/science.abf9277 · Cited by 472 · see citing works
A cellular and spatial map of the choroid plexus across brain ventricles and ages
Dani, N., Herbst, R. H., McCabe, C., Green, G. S., Kaiser, K., Head, J. P., Cui, J., Shipley, F. B., Jang, A., Dionne, D., et al. (2021) · Cell · doi:10.1016/j.cell.2021.04.003 · Cited by 388 · see citing works
Living on the Edge of the CNS: Meninges Cell Diversity in Health and Disease
Derk, J., Jones, H. E., Como, C., Pawlikowski, B., & Siegenthaler, J. A. (2021) · Frontiers in Cellular Neuroscience · doi:10.3389/fncel.2021.703944 · Cited by 120 · see citing works
Self-citationDissecting the human leptomeninges at single-cell resolution
Kearns, N. A., Iatrou, A., Flood, D. J., De Tissera, S., Mullaney, Z. M., Xu, J., Gaiteri, C., Bennett, D. A., & Wang, Y. (2023) · Nature Communications · doi:10.1038/s41467-023-42825-y · Cited by 75 · see citing works
A human brain vascular atlas reveals diverse cell mediators of Alzheimer’s disease risk
Yang, A. C., Vest, R. T., Kern, F., Lee, D. P., Maat, C. A., Losada, P. M., Chen, M. B., Agam, M., Schaum, N., Khoury, N., et al. (2021) · doi:10.1101/2021.04.26.441262 · Cited by 48 · see citing works
Self-citationMechanisms of myeloid cell entry to the healthy and diseased central nervous system
Amann, L., Masuda, T., & Prinz, M. (2023) · Nature Immunology · doi:10.1038/s41590-022-01415-8 · Cited by 50 · see citing works
Impact of aging on meningeal gene expression
Neutzner, M., Kohler, C., Frank, S., Killer, H. E., & Neutzner, A. (2023) · Fluids and Barriers of the CNS · doi:10.1186/s12987-023-00412-9 · Cited by 17 · see citing works
- Authors
- DeSisto, J., O’Rourke, R., Jones, H. E., Pawlikowski, B., Malek, A. D., Bonney, S., Guimiot, F., Jones, K. L., & Siegenthaler, J. A.
- Affiliations
- University of Colorado Anschutz (US)
- Inserm (FR)
- Corresponding author
- Siegenthaler, Julie A.
- ORCID
- Venue
- Developmental Cell
- Publisher
- Elsevier BV
- Published
- 2020-07
- Volume
- 54
- Issue
- 1
- Pages
- 43-59.e4
- ISSN
- 1534-5807 (ISSN-L)
- PMC
- PMC7769050
- OpenAlex
- W3038769421
- Cited by
- 241
- References
- 64
- Citations by year
- 2026: 42 · 2025: 49 · 2024: 43 · 2023: 43 · 2022: 35 · 2021: 23 · 2020: 5 · 2019: 1
- FWCI
- 8.60
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Developmental Cell (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health
- National Institute of Neurological Disorders and Stroke (R03 NS104566, R01 NS098273)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Single-cell and spatial transcriptomics
- Life Sciences › Neuroscience › Developmental Neuroscience › Neurogenesis and neuroplasticity mechanisms
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Developmental Biology and Gene Regulation
- Keywords
- meningeal fibroblasts, dura mater, arachnoid, pia mater, fibroblast heterogeneity, telencephalon, central nervous system development
- MeSH terms
- RNA-Seq, Animals, Brain, Crystallins, Fibroblasts, Humans, Meninges, Mice, Inbred C57BL, Mice, Single-Cell Analysis, Transcriptome
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review