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Spatial sorting enables comprehensive characterization of liver zonation
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Abstract
The mammalian liver is composed of repeating hexagonal units termed lobules. Spatially resolved single-cell transcriptomics revealed that about half of hepatocyte genes are differentially expressed across the lobule, yet technical limitations impeded reconstructing similar global spatial maps of other hepatocyte features. Here, we show how zonated surface markers can be used to sort hepatocytes from defined lobule zones with high spatial resolution. We apply transcriptomics, miRNA array measurements and mass spectrometry proteomics to reconstruct spatial atlases of multiple zonated features. We demonstrate that protein zonation largely overlaps with mRNA zonation, with the periportal HNF4α as an exception. We identify zonation of miRNAs such as miR-122, and inverse zonation of miRNAs and their hepatocyte target genes, highlighting potential regulation of protein levels through zonated mRNA degradation. Among the targets we find the pericentral Wnt receptors Fzd7 and Fzd8 and the periportal Wnt inhibitors Tcf7l1 and Ctnnbip1. Our approach facilitates reconstructing spatial atlases of multiple cellular features in the liver and other structured tissues.
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“Blood flow from the periportal to the perivenous zones along the lobular axis creates spatial gradients of oxygen, metabolites, and nutrients, which benefit hepatocytes and other cells (Tsukada et al., 2013;Ben-Moshe and Itzkovitz, 2019).”
From Fast formation and maturation enhancement of human liver organoids using a liver-organoid-on-a-chip (2024) · cites this paper as Ben-Moshe and Itzkovitz, 2019
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“The liver is a spatially and functionally heterogeneous organ that contains branches of the hepatic portal vein, hepatic artery, and biliary tree across its lobules (Ben-Moshe et al., 2019;Inverso et al., 2021).”
From Fast formation and maturation enhancement of human liver organoids using a liver-organoid-on-a-chip (2024) · cites this paper as Ben-Moshe et al., 2019
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“while it has been previously reported that Tcf7l1 and Tbx3 expression is zonated in the adult mouse liver43,53”
From Single-cell spatial multi-omics and deep learning dissect enhancer-driven gene regulatory networks in liver zonation (2024) · cites this paper as [43]
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“In contrast, expression of perivenous markers was significantly elevated close to the outlet where oxygenation is lower.”
From 3D microperfusion of mesoscale human microphysiological liver models improves functionality and recapitulates hepatic zonation (2023) · cites this paper as [33]
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“Close to the inlet, where oxygen concentrations are highest, we observed increased levels of the periportal marker proteins ARG1, BAAT, PYGL, FBP1 and ASL ( Fig. 6 a).”
From 3D microperfusion of mesoscale human microphysiological liver models improves functionality and recapitulates hepatic zonation (2023) · cites this paper as [33]
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“Spatial and functional hepatic zonation, established by the heterogeneous tissue along the portal-central axis of the liver, is important for ensuring optimal liver function.”
From Fast formation and maturation enhancement of human liver organoids using a liver-organoid-on-a-chip (2024) · cites this paper as Ben-Moshe and Itzkovitz, 2019
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Cites
Cytoscape: A software Environment for integrated models of biomolecular interaction networks
Shannon, P., Markiel, A., Ozier, O., Baliga, N. S., Wang, J. T., Ramage, D., Amin, N., Schwikowski, B., & Ideker, T. (2003) · Genome Research · doi:10.1101/gr.1239303 · Cited by 51,888
Robinson, M. D., McCarthy, D. J., & Smyth, G. K. (2010) · Bioinformatics · doi:10.1093/bioinformatics/btp616 · Cited by 41,364
KEGG: Kyoto Encyclopedia of Genes and Genomes
Kanehisa, M. (2000) · Nucleic Acids Research · doi:10.1093/nar/28.1.27 · Cited by 37,077
KEGG: Kyoto Encyclopedia of Genes and Genomes
Ogata, H., Goto, S., Sato, K., Fujibuchi, W., Bono, H., & Kanehisa, M. (1999) · Nucleic Acids Research · doi:10.1093/nar/27.1.29 · Cited by 31,232
Cox, J., & Mann, M. (2008) · Nature Biotechnology · doi:10.1038/nbt.1511 · Cited by 14,855
Robust enumeration of cell subsets from tissue expression profiles
Newman, A. M., Liu, C. L., Green, M. R., Gentles, A. J., Feng, W., Xu, Y., Hoang, C. D., Diehn, M., & Alizadeh, A. A. (2015) · Nature Methods · doi:10.1038/nmeth.3337 · Cited by 13,224
Circulating microRNAs as stable blood-based markers for cancer detection
Mitchell, P. S., Parkin, R. K., Kroh, E. M., Fritz, B. R., Wyman, S. K., Pogosova-Agadjanyan, E. L., Peterson, A., Noteboom, J., O'Briant, K. C., Allen, A., et al. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0804549105 · Cited by 7,969
A scaling normalization method for differential expression analysis of RNA-seq data
Robinson, M. D., & Oshlack, A. (2010) · Genome Biology · doi:10.1186/gb-2010-11-3-r25 · Cited by 7,876
Network motifs: simple building blocks of complex networks.
Milo, R., Shen-Orr, S., Itzkovitz, S., Kashtan, N., Chklovskii, D., & Alon, U. (2002) · Science · doi:10.1126/science.298.5594.824 · Cited by 7,368
Self-citationPredicting effective microRNA target sites in mammalian mRNAs
Agarwal, V., Bell, G. W., Nam, J.-W., & Bartel, D. P. (2015) · eLife · doi:10.7554/elife.05005 · Cited by 7,318
Cited by
Sorted by citations
Integrating single-cell and spatial transcriptomics to elucidate intercellular tissue dynamics
Longo, S. K., Guo, M. G., Ji, A. L., & Khavari, P. A. (2021) · Nature Reviews Genetics · doi:10.1038/s41576-021-00370-8 · Cited by 1,059
Spatial heterogeneity in the mammalian liver
Ben-Moshe, S., & Itzkovitz, S. (2019) · Nature Reviews Gastroenterology & Hepatology · doi:10.1038/s41575-019-0134-x · Cited by 485
Self-citationLiver homeostasis is maintained by midlobular zone 2 hepatocytes
Wei, Y., Wang, Y. G., Jia, Y., Li, L., Yoon, J., Zhang, S., Wang, Z., Zhang, Y., Zhu, M., Sharma, T., et al. (2021) · Science · doi:10.1126/science.abb1625 · Cited by 292
Saviano, A., Henderson, N. C., & Baumert, T. F. (2020) · Journal of Hepatology · doi:10.1016/j.jhep.2020.06.004 · Cited by 276
Single-cell technologies in hepatology: new insights into liver biology and disease pathogenesis
Ramachandran, P., Matchett, K. P., Dobie, R., Wilson-Kanamori, J. R., & Henderson, N. C. (2020) · Nature Reviews Gastroenterology & Hepatology · doi:10.1038/s41575-020-0304-x · Cited by 253
The spatiotemporal program of zonal liver regeneration following acute injury
Ben-Moshe, S., Veg, T., Manco, R., Dan, S., Papinutti, D., Lifshitz, A., Kolodziejczyk, A. A., Bahar Halpern, K., Elinav, E., & Itzkovitz, S. (2022) · Cell Stem Cell · doi:10.1016/j.stem.2022.04.008 · Cited by 224
Self-citationSpatial single-cell mass spectrometry defines zonation of the hepatocyte proteome
Rosenberger, F. A., Thielert, M., Strauss, M. T., Schweizer, L., Ammar, C., Mädler, S. C., Metousis, A., Skowronek, P., Wahle, M., Madden, K., et al. (2023) · Nature Methods · doi:10.1038/s41592-023-02007-6 · Cited by 176
A single cell atlas of the human liver tumor microenvironment
Massalha, H., Halpern, K. B., Abu‐Gazala, S., Jana, T., Massasa, E. E., Moor, A. E., Buchauer, L., Rozenberg, M., Pikarsky, E., Amit, I., et al. (2020) · Molecular Systems Biology · doi:10.15252/msb.20209682 · Cited by 167
Self-citationAmino acid metabolism, transport and signalling in the liver revisited
Paulusma, C. C., Lamers, W. H., Bröer, S., & van de Graaf, S. F. J. (2022) · Biochemical Pharmacology · doi:10.1016/j.bcp.2022.115074 · Cited by 185
Paris, J., & Henderson, N. C. (2022) · Hepatology · doi:10.1002/hep.32408 · Cited by 177
Liver Zonation – Revisiting Old Questions With New Technologies
Cunningham, R. P., & Porat‐Shliom, N. (2021) · Frontiers in Physiology · doi:10.3389/fphys.2021.732929 · Cited by 181
Metabolism drives macrophage heterogeneity in the tumor microenvironment
Li, S., Yu, J., Huber, A. K., Kryczek, I., Wang, Z., Jiang, L., Li, X., Du, W., Li, G., Wei, S., et al. (2022) · Cell Reports · doi:10.1016/j.celrep.2022.110609 · Cited by 179
Strategies for monitoring cell–cell interactions
Bechtel, T. J., Robles, T. R., Fadeyi, O., & Oslund, R. (2021) · Nature Chemical Biology · doi:10.1038/s41589-021-00790-x · Cited by 155
Space-time logic of liver gene expression at sub-lobular scale
Droin, C., Kholtei, J. E., Bahar Halpern, K., Hurni, C., Rozenberg, M., Muvkadi, S., Itzkovitz, S., & Naef, F. (2021) · Nature Metabolism · doi:10.1038/s42255-020-00323-1 · Cited by 148
Self-citationThe Scavenger Function of Liver Sinusoidal Endothelial Cells in Health and Disease
Bhandari, S., Larsen, A. K., McCourt, P., Smedsrød, B. H., & Sørensen, K. K. (2021) · Frontiers in Physiology · doi:10.3389/fphys.2021.757469 · Cited by 149
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TeSlaa, T. A., Bartman, C., Jankowski, C. S. R., Zhang, Z., Xu, X., Xing, X., Wang, L., Lu, W., Hui, S. T., & Rabinowitz, J. D. (2021) · Cell Metabolism · doi:10.1016/j.cmet.2020.12.020 · Cited by 123
Inverso, D., Shi, J., Lee, K. H., Jakab, M., Ben-Moshe, S., Kulkarni, S. R., Schneider, M., Wang, G., Komeili, M., Vélez, P. A., et al. (2021) · Developmental Cell · doi:10.1016/j.devcel.2021.05.001 · Cited by 114
Self-citationUnderstanding the heterogeneity of resident liver macrophages
Blériot, C., & Ginhoux, F. (2019) · Frontiers in Immunology · doi:10.3389/fimmu.2019.02694 · Cited by 107
Dobrowolski, C. N., Paunovska, K., Echeverri, E. S., Loughrey, D., Sanchez, A. J. D. S., Ni, H., Hatit, M. Z. C., Lokugamage, M. P., Kuzminich, Y., Peck, H. E., et al. (2022) · Nature Nanotechnology · doi:10.1038/s41565-022-01146-9 · Cited by 113
Spatial metabolomics and its application in the liver
Santos, A. A., Delgado, T. C., Marques, V., Ramírez-Moncayo, C., Alonso, C., Vidal‐Puig, A., Hall, Z., Martínez‐Chantar, M. L., & Rodrigues, C. M. P. (2023) · Hepatology · doi:10.1097/hep.0000000000000341 · Cited by 110
Lee, S. J., Jeong, W., & Atala, A. (2024) · Advanced Materials · doi:10.1002/adma.202408032 · Cited by 105
Bravo González-Blas, C., Matetovici, I., Hillen, H., Taskiran, I. I., Vandepoel, R., Christiaens, V., Sansores-García, L., Verboven, E., Hulselmans, G., Poovathingal, S., et al. (2024) · Nature Cell Biology · doi:10.1038/s41556-023-01316-4 · Cited by 85
“The protocol for hepatocyte staining was adapted from a previous study 43 .”
A spatiotemporal atlas of mouse liver homeostasis and regeneration
Xu, J., Guo, P., Hao, S., Shangguan, S., Shi, Q., Volpe, G., Huang, K., Zuo, J., An, J., Yuan, Y., et al. (2024) · Nature Genetics · doi:10.1038/s41588-024-01709-7 · Cited by 75
Single-nucleus RNA-seq2 reveals functional crosstalk between liver zonation and ploidy
Richter, M. L., Deligiannis, I. K., Yin, K., Danese, A., Lleshi, E., Coupland, P., Vallejos, C. A., Matchett, K. P., Henderson, N. C., Colome-Tatche, M., et al. (2021) · Nature Communications · doi:10.1038/s41467-021-24543-5 · Cited by 75
The elegant complexity of mammalian ecto-5′-nucleotidase (CD73)
Alcedo, K. P., Bowser, J. L., & Snider, N. T. (2021) · Trends in Cell Biology · doi:10.1016/j.tcb.2021.05.008 · Cited by 72
Nault, R., Fader, K. A., Bhattacharya, S., & Zacharewski, T. R. (2020) · Cellular and Molecular Gastroenterology and Hepatology · doi:10.1016/j.jcmgh.2020.07.012 · Cited by 71
Nikopoulou, C., Kleinenkuhnen, N., Parekh, S., Sandoval, T., Ziegenhain, C., Schneider, F., Giavalisco, P., Donahue, K.-F., Vesting, A. J., Kirchner, M., et al. (2023) · Nature Aging · doi:10.1038/s43587-023-00513-y · Cited by 76
Kang, S. W. S., Cunningham, R. P., Miller, C. B., Brown, L. A., Cultraro, C. M., Harned, A., Narayan, K., Hernandez, J. M., Jenkins, L. M. M., Lobanov, A. V., et al. (2024) · Nature Communications · doi:10.1038/s41467-024-45751-9 · Cited by 66
Choi, W., Ryu, T., Lee, J. H., Shim, Y., Kim, M., Kim, H., Kim, Y. E., Yang, K., Kim, K., Choi, S. E., et al. (2021) · Hepatology · doi:10.1002/hep.31875 · Cited by 60
Epigenetic Regulation of Hepatic Lipid Metabolism by DNA Methylation
Wang, S., Zha, L., Cui, X., Yeh, Y., Liu, R., Jing, J., Shi, H., Chen, W., Hanover, J. A., Yin, J., et al. (2023) · Advanced Science · doi:10.1002/advs.202206068 · Cited by 63
Spatial discordances between mRNAs and proteins in the intestinal epithelium
Harnik, Y., Buchauer, L., Ben‐Moshe, S., Averbukh, I., Levin, Y., Savidor, A., Eilam, R., Moor, A. E., & Itzkovitz, S. (2021) · Nature Metabolism · doi:10.1038/s42255-021-00504-6 · Cited by 56
Self-citationLocally sourced: site-specific immune barriers to metastasis
Correia, A. L. (2023) · Nature reviews. Immunology · doi:10.1038/s41577-023-00836-2 · Cited by 59
Qian, J., Shao, X., Bao, H., Yin, F., Guo, W., Li, C., Li, A., Hua, H., & Fan, X. (2025) · Nature Communications · doi:10.1038/s41467-025-57029-9 · Cited by 62
Nguyen, N. T., Umbaugh, D. S., Sánchez-Guerrero, G., Ramachandran, A., & Jaeschke, H. (2021) · Archives of Toxicology · doi:10.1007/s00204-021-03183-0 · Cited by 58
Priming and Maintenance of Adaptive Immunity in the Liver
Kawashima, K., Andreata, F., Beccaría, C. G., & Iannacone, M. (2024) · Annual Review of Immunology · doi:10.1146/annurev-immunol-090122-041354 · Cited by 56
Functional Consequences of Metabolic Zonation in Murine Livers: Insights for an Old Story
Berndt, N., Kolbe, E., Gajowski, R., Eckstein, J., Ott, F., Meierhofer, D., Holzhütter, H., & Matz‐Soja, M. (2020) · Hepatology · doi:10.1002/hep.31274 · Cited by 55
Macrophages harness hepatocyte glutamate to boost liver regeneration
Rigual, M. D. M., Angulo-Aguado, M., Zagorac, S., Álvarez-Díaz, R., Benítez-Mondéjar, M., Yi, F., Martínez-Garay, C., Santos-de-Frutos, K., Kim, E., Campos-Olivas, R., et al. (2025) · Nature · doi:10.1038/s41586-025-08778-6 · Cited by 53
Spatial Transcriptomics for Tumor Heterogeneity Analysis
Li, Q., Zhang, X., & Ke, R. (2022) · Frontiers in Genetics · doi:10.3389/fgene.2022.906158 · Cited by 57
Liver macrophages: development, dynamics, and functions
Nusse, Y., & Kubes, P. (2025) · Cellular & Molecular Immunology · doi:10.1038/s41423-025-01298-3 · Cited by 50
Single-cell and spatially resolved transcriptomics for liver biology
Lin, P., Yan, X., Jing, S., Wu, Y., Shan, Y., Guo, W., Gu, J., Li, Y., Zhang, H., & Li, H. (2023) · Hepatology · doi:10.1097/hep.0000000000000387 · Cited by 56
Mitochondrial heterogeneity and adaptations to cellular needs
Granath-Panelo, M., & Kajimura, S. (2024) · Nature Cell Biology · doi:10.1038/s41556-024-01410-1 · Cited by 50
The liver as an immunological barrier redefined by single‐cell analysis
Stamataki, Z., & Swadling, L. (2020) · Immunology · doi:10.1111/imm.13193 · Cited by 48
Goldfarb, C. N., Karri, K., Pyatkov, M., & Waxman, D. J. (2022) · Endocrinology · doi:10.1210/endocr/bqac059 · Cited by 46
Parlakgül, G., Pang, S., Artico, L. L., Min, N., Cagampan, E., Villa, R., Gonçalves, R. L. S., Lee, G. Y., Xu, C. S., Hotamışlıgil, G. S., et al. (2024) · Nature Communications · doi:10.1038/s41467-024-48272-7 · Cited by 53
Trinh, V. Q.-H., Lee, T.-F., Lemoinne, S., Ray, K. C., Ybanez, M. D., Tsuchida, T., Carter, J. K., Agudo, J., Brown, B. D., Akat, K. M., et al. (2023) · Science Signaling · doi:10.1126/scisignal.adf6696 · Cited by 45
Khanal, S., Liu, Y., Bamidele, A. O., Wixom, A. Q., Washington, A. M., Jalan-Sakrikar, N., Cooper, S. A., Vuckovic, I., Zhang, S., Zhong, J., et al. (2024) · Science Advances · doi:10.1126/sciadv.adn5228 · Cited by 41
Matz‐Soja, M., Berg, T., & Kietzmann, T. (2025) · Journal of Hepatology · doi:10.1016/j.jhep.2025.08.007 · Cited by 54
Umbaugh, D. S., Ramachandran, A., & Jaeschke, H. (2021) · Toxicological Sciences · doi:10.1093/toxsci/kfab052 · Cited by 42
Spatial metabolic gradients in the liver and small intestine
Samarah, L. Z., Zheng, C., Xing, X., Lee, W. D., Afriat, A., Chitra, U., MacArthur, M. R., Lu, W., Jankowski, C. S. R., Ma, C., et al. (2025) · Nature · doi:10.1038/s41586-025-09616-5 · Cited by 53
A Single‐Cell Perspective of the Mammalian Liver in Health and Disease
Xiong, X., Kuang, H., Liu, T., & Lin, J. D. (2020) · Hepatology · doi:10.1002/hep.31149 · Cited by 42
SOTIP is a versatile method for microenvironment modeling with spatial omics data
Yuan, Z., Li, Y., Shi, M., Yang, F., Gao, J. T., Yao, J., & Zhang, M. Q. (2022) · Nature Communications · doi:10.1038/s41467-022-34867-5 · Cited by 40
Wesseler, M. F., Taebnia, N., Harrison, S., Youhanna, S., Preiss, L. C., Kemas, A. M., Vegvari, A., Mokry, J., Sullivan, G. J., Lauschke, V. M., et al. (2023) · Acta Biomaterialia · doi:10.1016/j.actbio.2023.09.022 · Cited by 39
Liver sinusoidal endothelial cells induce BMP6 expression in response to non–transferrin-bound iron
Charlebois, E., Fillebeen, C., Presley, J., Cagnone, G., Lisi, V., Lavallée, V., Joyal, J., & Pantopoulos, K. (2022) · Blood · doi:10.1182/blood.2022016987 · Cited by 39
Scheidecker, B., Shinohara, M., Sugimoto, M., Danoy, M., Nishikawa, M., & Sakai, Y. (2020) · Frontiers in Bioengineering and Biotechnology · doi:10.3389/fbioe.2020.00524 · Cited by 38
Harnessing metabolism of hepatic macrophages to aid liver regeneration
Liu, R., Scimeca, M., Sun, Q., Melino, G., Mauriello, A., Shao, C., Bernassola, F., Bove, P., Candi, E., Valentina, R., et al. (2023) · Cell Death and Disease · doi:10.1038/s41419-023-06066-7 · Cited by 38
An immunohistochemical atlas of necroptotic pathway expression
Chiou, S., Al‐Ani, A., Pan, Y., Patel, K. M., Kong, I. Y., Whitehead, L. W., Light, A., Young, S. N., Barrios, M. H., Sargeant, C. J., et al. (2024) · EMBO Molecular Medicine · doi:10.1038/s44321-024-00074-6 · Cited by 37
Dall, M., Hassing, A. S., Niu, L., Nielsen, T. S., Ingerslev, L. R., Sulek, K., Trammell, S. A. J., Gillum, M. P., Barrès, R., Larsen, S., et al. (2021) · Journal of Biological Chemistry · doi:10.1016/j.jbc.2021.101388 · Cited by 37
Sardo, U., Perrier, P., Cormier, K., Sotin, M., Personnaz, J., Medjbeur, T., Desquesnes, A., Cannizzo, L., Ruíz-Martínez, M., Thevenin, J., et al. (2024) · Blood · doi:10.1182/blood.2023022724 · Cited by 36
Integrative systems analysis identifies genetic and dietary modulators of bile acid homeostasis
Li, H., Perino, A., Huang, Q. D., von Alvensleben, G., Banaei‐Esfahani, A., Velázquez‐Villegas, L. A., Gariani, K., Korbelius, M., Sleiman, M. S. B., Imbach, J., et al. (2022) · Cell Metabolism · doi:10.1016/j.cmet.2022.08.015 · Cited by 33
Graphene Oxide Causes Disordered Zonation Due to Differential Intralobular Localization in the Liver
Wu, Y., Feng, W., Liu, R., Xia, T., & Liu, S. (2019) · ACS Nano · doi:10.1021/acsnano.9b08127 · Cited by 34
Thomann, S., Weiler, S. M. E., Wei, T., Sticht, C., Torre, C. D. L., Tóth, M., Rose, F., Tang, Y., Ritz, T., Ball, C. R., et al. (2021) · Liver International · doi:10.1111/liv.15048 · Cited by 35
Zonal human hepatocytes are differentially permissive to Plasmodium falciparum malaria parasites
Yang, A., van Waardenburg, Y. M., van de Vegte‐Bolmer, M., van Gemert, G., Graumans, W., de Wilt, J. H. W., & Sauerwein, R. W. (2021) · The EMBO Journal · doi:10.15252/embj.2020106583 · Cited by 34
Distinct hepatocyte identities in liver homeostasis and regeneration
Chen, F., Schönberger, K., & Tchorz, J. S. (2023) · JHEP Reports · doi:10.1016/j.jhepr.2023.100779 · Cited by 30
Determination of key events in mouse hepatocyte maturation at the single-cell level
Li, Y., Wang, X., Zheng, J., Xu, Z., Li, L., Xiong, Y., Zhou, B.-C., Gao, J., & Xu, C. (2023) · Developmental Cell · doi:10.1016/j.devcel.2023.07.006 · Cited by 31
Spatial transcriptomics analysis of zone-dependent hepatic ischemia-reperfusion injury murine model
Xin, J., Yang, T., Wu, X., Wu, Y., Liu, Y. F., Liu, X., Jiang, M., & Gao, W. (2023) · Communications Biology · doi:10.1038/s42003-023-04564-0 · Cited by 28
Seubnooch, P., Montani, M., Tsouka, S., Claude, E., Rafiqi, U., Perren, A. A., Dufour, J., & Masoodi, M. (2023) · JHEP Reports · doi:10.1016/j.jhepr.2023.100725 · Cited by 30
Spatial transcriptome profiling of normal human liver
Yu, S., Wang, H., Yang, L., Yan, Y., Cai, Q., Ma, D., Jiang, L., Gao, Z., Yu, Z., & Xia, Z. (2022) · Scientific Data · doi:10.1038/s41597-022-01676-w · Cited by 27
Ren, L., Huang, D., Liu, H., Lin, N., Cai, P., Yu, X., Zhang, Y., Luo, N., Lin, H., Su, J., et al. (2024) · Oncology Letters · doi:10.3892/ol.2024.14285 · Cited by 28
Albadry, M., Küttner, J., Grzegorzewski, J., Dirsch, O., Kindler, E. M., Klopfleisch, R., Liška, V., Moulisová, V., Nickel, S., Pálek, R., et al. (2024) · Frontiers in Pharmacology · doi:10.3389/fphar.2024.1404938 · Cited by 26
Kim, H., Choi, S. E., & Jeong, W. (2020) · Clinical and Molecular Hepatology · doi:10.3350/cmh.2020.0152 · Cited by 26
The origin of hepatocellular carcinoma depends on metabolic zonation
Guo, J., Liang, R., Chung, A., Li, Z., Li, B., Chen, E., Li, L., Wang, J., Hsieh, M.-H., Fang, I. X., et al. (2026) · Science · doi:10.1126/science.adv7129 · Cited by 24
Pek, N. M. Q., Liu, K. J., Nichane, M., & Ang, L. T. (2020) · Cellular and Molecular Gastroenterology and Hepatology · doi:10.1016/j.jcmgh.2020.09.016 · Cited by 25
Hepatic adaptation to chronic metabolic stress primes tumorigenesis
Tzouanas, C. N., Shay, J. E. S., Sherman, M. S., Rubin, A. J., Mead, B. E., Dao, T. T., Tao, J., Lehrich, B. M., Eng, G. M., Patterson-Fortin, J., et al. (2025) · Cell · doi:10.1016/j.cell.2025.11.031 · Cited by 32
Metabolic landscape of disseminated cancer dormancy
Drápela, S., Garcia, B. M., Gomes, A. P., & Correia, A. L. (2024) · Trends in cancer · doi:10.1016/j.trecan.2024.10.005 · Cited by 24
Kupffer cells in liver homeostasis and disease: from immune sentinels to metabolic gatekeepers
David, B. A., Andreata, F., Blériot, C., Ginhoux, F., Kubes, P., & Iannacone, M. (2026) · Nature reviews. Immunology · doi:10.1038/s41577-026-01288-0 · Cited by 25
A spatial atlas of the healthy human liver from live donors
Yakubovsky, O., Halpern, K. B., Shir, S., Novoselsky, R., Afriat, A., Egozi, A., Barkai, T., Harnik, Y., Hoefflin, R., Kohanim, Y. K., et al. (2026) · Nature · doi:10.1038/s41586-026-10377-y · Cited by 25
Self-citationHepatocyte size fractionation allows dissection of human liver zonation
Ölander, M., Wegler, C., Flörkemeier, I., Treyer, A., Handin, N., Pedersen, J. M., Vildhede, A. M., Mateus, A., LeCluyse, E. L., Urdzik, J., et al. (2021) · Journal of Cellular Physiology · doi:10.1002/jcp.30273 · Cited by 22
Advances in liver and pancreas organoids: how far we have come and where we go next
Sljukic, A., Jenkinson, J. G., Niksic, A., Prior, N., & Huch, M. (2025) · Nature Reviews Gastroenterology & Hepatology · doi:10.1038/s41575-025-01116-1 · Cited by 25
Weiss, C. A. M., Brown, L. A., Miranda, L., Pellizzoni, P., Steigerwald, S., Remmert, K., Hernandez, J. M., Borgwardt, K. M., Kleiner, D. E., Ben‐Moshe, S., et al. (2026) · Nature Metabolism · doi:10.1038/s42255-026-01459-2 · Cited by 27
Self-citationDecoding liver fibrogenesis with single-cell technologies
Zhou, T., Musunuru, K., Lui, K. O., & Ding, Q. (2022) · Life Medicine · doi:10.1093/lifemedi/lnac040 · Cited by 22
Zhang, J., Li, D., Zhang, R., Peng, R., & Li, J. (2021) · Experimental Biology and Medicine · doi:10.1177/15353702211035689 · Cited by 20
Multiple Facets of Cellular Homeostasis and Regeneration of the Mammalian Liver
Huppert, S. S., & Schwartz, R. E. (2022) · Annual Review of Physiology · doi:10.1146/annurev-physiol-032822-094134 · Cited by 21
Brumer, R. P., Corrêa-Velloso, J. C., Thomas, S. J., Sandiford, O. A., Thomas, A. P., & Bartlett, P. J. (2023) · The Journal of Physiology · doi:10.1113/jp283691 · Cited by 18
CD73 Maintains Hepatocyte Metabolic Integrity and Mouse Liver Homeostasis in a Sex-Dependent Manner
Alcedo, K. P., Rouse, M. A., Jung, G. S., Fu, D., Minor, M., Willcockson, H. H., Greene, K. G., & Snider, N. T. (2021) · Cellular and Molecular Gastroenterology and Hepatology · doi:10.1016/j.jcmgh.2021.01.016 · Cited by 18
Social Bonds Retain Oxytocin-Mediated Brain-Liver Axis to Retard Atherosclerosis
Ko, S., Anzai, A., Liu, X., Kinouchi, K., Yamanoi, K., Torimitsu, T., Ichihara, G., Kitakata, H., Shirakawa, K., Katsumata, Y., et al. (2024) · Circulation Research · doi:10.1161/circresaha.124.324638 · Cited by 19
Magdy, A., Kim, H., Go, H., Lee, J. M., Sohn, H. A., Haam, K., Jung, H.-J., Park, J., Yoo, T., Kwon, E., et al. (2024) · Clinical and Molecular Hepatology · doi:10.3350/cmh.2024.0229 · Cited by 18
Okada, J., Landgraf, A., Xiaoli, A. M., Liu, L. P., Horton, M., Schuster, V. L., Yang, F., Sidoli, S., Qiu, Y., Kurland, I. J., et al. (2025) · Nature Metabolism · doi:10.1038/s42255-025-01269-y · Cited by 19
Chen, K.-W., Chen, Y.-S., Chen, P.-J., & Yeh, S.-H. (2022) · Metabolism · doi:10.1016/j.metabol.2022.155269 · Cited by 16
Moore, S. T., Lian, X., Vaidya, A., Chatterjee, S., Santelli, J., Sun, Y., Farbiak, L., Zhu, H., & Siegwart, D. J. (2026) · Nature Communications · doi:10.1038/s41467-025-68103-7 · Cited by 16
In Search of Zonation Markers to Identify Liver Functional Disorders
Yang, Q., Zhang, S., Ma, J., Liu, S., & Chen, S. (2020) · Oxidative Medicine and Cellular Longevity · doi:10.1155/2020/9374896 · Cited by 16
Sanchez-Quant, E., Richter, M., Martinez‐Jimenez, C. P., & Colomé‐Tatché, M. (2022) · Genome biology · doi:10.1016/s0168-8278(22)01138-2 · Cited by 18
A time- and space-resolved nuclear receptor atlas in mouse liver
Zummo, F. P., Berthier, A., Gheeraert, C., Vinod, M., Bobowski, M., Molendi‐Coste, O., Pineau, L., Jung, M., Guille, L., Dubois‐Chevalier, J., et al. (2023) · Journal of Molecular Endocrinology · doi:10.1530/jme-23-0017 · Cited by 15
Voilquin, L., Liu, T., Jung, Y., Taylor, N. P., Zhao, M., Charville, G. W., Nissen, S. B., Yki‐Järvinen, H., Altman, R. B., & Svensson, K. J. (2022) · iScience · doi:10.1016/j.isci.2022.105802 · Cited by 16
Karri, K., & Waxman, D. J. (2023) · RNA · doi:10.1261/rna.079580.123 · Cited by 15
Liver in infections: a single-cell and spatial transcriptomics perspective
Zou, J., Li, J., Zhong, X. Y., Tang, D., Fan, X., & Chen, R. (2023) · Journal of Biomedical Science · doi:10.1186/s12929-023-00945-z · Cited by 17
Lambers, L., Waschinsky, N., Schleicher, J., König, M., Tautenhahn, H., Albadry, M., Dahmen, U., & Ricken, T. (2024) · Biomechanics and Modeling in Mechanobiology · doi:10.1007/s10237-023-01797-0 · Cited by 13
Murine breast cancers disorganize the liver transcriptome in a zonated manner
Vandenbon, A., Mizuno, R., Konishi, R., Onishi, M., Masuda, K., Kobayashi, Y., Kawamoto, H., Suzuki, A., He, C., Nakamura, Y., et al. (2023) · Communications Biology · doi:10.1038/s42003-023-04479-w · Cited by 13
Fast formation and maturation enhancement of human liver organoids using a liver-organoid-on-a-chip
Byeon, J. H., Jung, D. J., Han, H.-J., Son, W.-C., & Jeong, G. S. (2024) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2024.1452485 · Cited by 15
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Yu, S., Gao, J., Wang, H., Liu, L., Liu, X., Xu, Y., Shi, J., Guo, W., & Zhang, S. (2022) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2022.806408 · Cited by 12
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Bader, G. D., McGilvray, I. D., MacParland, S. A., Atif, J., & Thoeni, C. E. (2022) · Seminars in Liver Disease · doi:10.1055/s-0042-1755272 · Cited by 12
Metadata
- Authors
- Ben-Moshe, S., Shapira, Y., Moor, A. E., Manco, R., Veg, T., Bahar Halpern, K., & Itzkovitz, S.
- Affiliations
- Weizmann Institute of Science (IL)
- University of Zurich (CH)
- Corresponding author
- Itzkovitz, Shalev
- Venue
- Nature Metabolism
- Published
- 2019-09-16
- Volume
- 1
- Issue
- 9
- Pages
- 899-911
- ISSN
- 2522-5812 (ISSN-L)
- PMC
- PMC6751089
- OpenAlex
- W2974173934
- Cited by
- 205
- References
- 82
- Citations by year
- 2026: 31 · 2025: 29 · 2024: 42 · 2023: 31 · 2022: 26 · 2021: 26 · 2020: 16 · 2019: 4
- FWCI
- 5.95
- Type
- journal article
- Language
- en
- Open access
- green
- doi.org
- Licence
- Locations
- Nature Metabolism (publishedVersion)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Zurich Open Repository and Archive (University of Zurich) (acceptedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- HAL (submittedVersion)
- Digital Access to Libraries (submittedVersion)
- Zurich Open Repository and Archive (University of Zurich) (submittedVersion)
- Zurich Open Repository and Archive (University of Zurich)
- Funders
- Howard Hughes Medical Institute (55008734)
- Vallee Foundation
- European Commission (2007–2013, FP7 2007-2013, FP7/2007)
- Weizmann Institute of Science
- Israel Science Foundation (FP7/2007-2013, 1486/16, 1796/12)
- Israeli Centers for Research Excellence (1796/12)
- Planning and Budgeting Committee of the Council for Higher Education of Israel
- FP7 Ideas: European Research Council (335122)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Single-cell and spatial transcriptomics
- Health Sciences › Medicine › Hepatology › Liver physiology and pathology
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Bioinformatics and Genomic Networks
- Keywords
- liver zonation, lobules, spatial sorting, HNF4α, miR-122, mRNA degradation, Wnt signaling, FZD7, FZD8, TCF7L1
- MeSH terms
- Animals, Humans, Liver, RNA, Messenger, Gene Expression Profiling, Protein Transport, Hepatocytes, MicroRNAs, Single-Cell Analysis
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