A human liver cell atlas reveals heterogeneity and epithelial progenitors
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Abstract
The human liver is an essential multifunctional organ. The incidence of liver diseases is rising and there are limited treatment options. However, the cellular composition of the liver remains poorly understood. Here we performed single-cell RNA sequencing of about 10,000 cells from normal liver tissue from nine human donors to construct a human liver cell atlas. Our analysis identified previously unknown subtypes of endothelial cells, Kupffer cells, and hepatocytes, with transcriptome-wide zonation of some of these populations. We show that the EPCAM+ population is heterogeneous, comprising hepatocyte-biased and cholangiocyte populations as well as a TROP2 int progenitor population with strong potential to form bipotent liver organoids. As a proof-of-principle, we used our atlas to unravel the phenotypic changes that occur in hepatocellular carcinoma cells and in human hepatocytes and liver endothelial cells engrafted into a mouse liver. Our human liver cell atlas provides a powerful resource to enable the discovery of previously unknown cell types in normal and diseased livers.
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Hepatocytes are the major parenchymal component of the liver, accounting for approximately 80% of its mass.
“Hepatocytes, the major parenchymal (epithelial) component of the liver accounting for approximately 80% of its mass”
From Multimodal decoding of human liver regeneration (2024) · cites this paper as [11]
The Single-Cell RNA-seq of the human liver section identifies hepatocytes as a main liver cell type, and the Extended Data say they strongly dominate samples collected without enrichment. Neither passage states that hepatocytes account for approximately 80% of liver mass; the sampled-cell proportions cannot establish that figure. No page numbers are available in our copy. (LLM, conf=0.82)
Experimental — accuracy not yet measuredRNA sequencing studies revealed evidence of differentiation, with early lineage genes being downregulated in favor of increased expression of genes associated with hepatic maturation, hematopoiesis, and stromal development, reaching levels intermediate between fetal and adult human liver, accompanied by an upregulation of genes related to regeneration.
“RNA sequencing studies revealed evidence of differentiation, with early lineage genes—which are predominant in fetal liver—being downregulated in favor of increased expression of genes associated with hepatic maturation, hematopoiesis, and stromal development, reaching levels intermediate between fetal and adult human liver, accompanied by an upregulation of genes related to regeneration [23,41,42”
From Decellularized liver scaffolds for constructing drug-metabolically functional ex vivo human liver models (2025) · cites this paper as [23]
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measuredBoth macrophage populations were identified by expression of CD74, while Mac 2 cells also expressed CD5L and MARCO, most consistent with non-inflammatory macrophages or Kupffer cells.
“Both macrophage populations were identified by expression of CD74, while Mac 2 cells also expressed CD5L and MARCO (Fig. 2d, i; Supplementary Fig. 6b), most consistent with non-inflammatory macrophages or Kupffer cells10,11,21.”
From Spatial transcriptomics of healthy and fibrotic human liver at single-cell resolution (2025) · cites this paper as [21]
ALDOB expression was observed in sheets of cells consistent with hepatocytes.
“We observed sheets of cells expressing ALDOB, consistent with hepatocytes21 (Supplementary Fig. 2), while CD5L expression was clustered in spaces between hepatocytes consistent with resident macrophages located in sinusoids10 (Supplementary Fig. 2a–f).”
From Spatial transcriptomics of healthy and fibrotic human liver at single-cell resolution (2025) · cites this paper as [21]
The Zonation of human liver cell types section identifies other hepatocyte-associated genes, including ALB and PCK1, but does not mention ALDOB. Searches of our copy for ALDOB, aldolase B, and hepatocyte sheets found no passage linking ALDOB expression to hepatocytes or describing the sheet-like pattern. (LLM, conf=0.70)
Experimental — accuracy not yet measuredMost B-cell subsets, such as mature, immature, B2, B1, and plasma cells, have been detected in the human liver.
“Although their precise function at steady state is less clear, most B‐cell subsets, such as mature, immature, B2, B1, and plasma cells, have been detected in the human liver.( 43 , 44 )”
From The Emerging Role of B Cells in the Pathogenesis of NAFLD (2021) · cites this paper as [44]
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Cites
Fast and accurate short read alignment with Burrows-Wheeler transform
Li, H., & Durbin, R. (2009) · Bioinformatics · doi:10.1093/bioinformatics/btp324 · Cited by 58,607 · see citing works
Subramanian, A., Tamayo, P., Mootha, V. K., Mukherjee, S., Ebert, B. L., Gillette, M. A., Paulovich, A., Pomeroy, S. L., Golub, T. R., Lander, E. S., et al. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0506580102 · Cited by 53,625 · see citing works
clusterProfiler: an R Package for Comparing Biological Themes Among Gene Clusters
Yu, G., Wang, L.-G., Han, Y., & He, Q.-Y. (2012) · OMICS: A Journal of Integrative Biology · doi:10.1089/omi.2011.0118 · Cited by 36,259 · see citing works
Differential expression analysis for sequence count data
Anders, S., & Huber, W. (2010) · Genome Biology · doi:10.1186/gb-2010-11-10-r106 · Cited by 15,581 · see citing works
Tissue-based map of the human proteome
Uhlén, M., Fagerberg, L., Hallström, B. M., Lindskog, C., Oksvold, P., Mardinoglu, A., Sivertsson, Å., Kampf, C., Sjöstedt, E., Asplund, A., et al. (2015) · Science · doi:10.1126/science.1260419 · Cited by 15,286 · see citing works
Fast and accurate long-read alignment with Burrows-Wheeler transform.
Li, H., & Durbin, R. (2010) · Bioinformatics · doi:10.1093/bioinformatics/btp698 · Cited by 12,063 · see citing works
Mootha, V. K., Lindgren, C. M., Eriksson, K.-F., Subramanian, A., Sihag, S., Lehar, J., Puigserver, P., Carlsson, E., Ridderstråle, M., Laurila, E., et al. (2003) · Nature Genetics · doi:10.1038/ng1180 · Cited by 10,197 · see citing works
Forner, A., Reig, M., & Bruix, J. (2018) · The Lancet · doi:10.1016/s0140-6736(18)30010-2 · Cited by 5,569 · see citing works
Cell types in the mouse cortex and hippocampus revealed by single-cell RNA-seq
Zeisel, A., Muñoz-Manchado, A. B., Codeluppi, S., Lönnerberg, P., La Manno, G., Juréus, A., Marques, S., Munguba, H., He, L., Betsholtz, C., et al. (2015) · Science · doi:10.1126/science.aaa1934 · Cited by 3,124 · see citing works
Michalopoulos, G. K., & DeFrances, M. C. (1997) · Science · doi:10.1126/science.276.5309.60 · Cited by 2,828 · see citing works
ReactomePA: an R/Bioconductor package for reactome pathway analysis and visualization
Yu, G., & He, Q. (2015) · Molecular BioSystems · doi:10.1039/c5mb00663e · Cited by 1,882 · see citing works
Long-Term Culture of Genome-Stable Bipotent Stem Cells from Adult Human Liver
Huch, M., Gehart, H., van Boxtel, R., Hamer, K., Blokzijl, F., Verstegen, M. M. A., Ellis, E., van Wenum, M., Fuchs, S. A., de Ligt, J., et al. (2015) · Cell · doi:10.1016/j.cell.2014.11.050 · Cited by 1,619 · see citing works
Single cell RNA sequencing of human liver reveals distinct intrahepatic macrophage populations
MacParland, S. A., Liu, J. C., Ma, X.-Z., Innes, B. T., Bartczak, A. M., Gage, B. K., Manuel, J., Khuu, N., Echeverri, J., Linares, I., et al. (2018) · Nature Communications · doi:10.1038/s41467-018-06318-7 · Cited by 1,552 · see citing works
Diffusion pseudotime robustly reconstructs lineage branching
Haghverdi, L., Büttner, M., Wolf, F. A., Buettner, F., & Theis, F. J. (2016) · Nature Methods · doi:10.1038/nmeth.3971 · Cited by 1,385 · see citing works
Reconstructing lineage hierarchies of the distal lung epithelium using single-cell RNA-seq
Treutlein, B., Brownfield, D. G., Wu, A. R., Neff, N. F., Mantalas, G. L., Espinoza, F. H., Desai, T. J., Krasnow, M. A., & Quake, S. R. (2014) · Nature · doi:10.1038/nature13173 · Cited by 1,342 · see citing works
Single-cell messenger RNA sequencing reveals rare intestinal cell types
Grün, D., Lyubimova, A., Kester, L., Wiebrands, K., Basak, O., Sasaki, N., Clevers, H., & van Oudenaarden, A. (2015) · Nature · doi:10.1038/nature14966 · Cited by 1,234 · see citing works
Self-citationCEL-seq2: sensitive highly-multiplexed single-cell RNA-Seq
Hashimshony, T., Senderovich, N., Avital, G., Klochendler, A., de Leeuw, Y., Anavy, L., Gennert, D., Li, S., Livak, K. J., Rozenblatt-Rosen, O., et al. (2016) · Genome Biology · doi:10.1186/s13059-016-0938-8 · Cited by 1,125 · see citing works
Transcriptional Heterogeneity and Lineage Commitment in Myeloid Progenitors
Paul, F., Arkin, Y., Giladi, A., Jaitin, D. A., Kenigsberg, E., Keren-Shaul, H., Winter, D., Lara-Astiaso, D., Gury, M., Weiner, A., et al. (2015) · Cell · doi:10.1016/j.cell.2015.11.013 · Cited by 1,082 · see citing works
Single-cell spatial reconstruction reveals global division of labour in the mammalian liver
Halpern, K. B., Shenhav, R., Matcovitch-Natan, O., Tóth, B., Lemze, D., Golan, M., Massasa, E. E., Baydatch, S., Landen, S., Moor, A. E., et al. (2017) · Nature · doi:10.1038/nature21065 · Cited by 1,059 · see citing works
Ryerson, A. B., Eheman, C. R., Altekruse, S. F., Ward, J. W., Jemal, A., Sherman, R., Henley, S. J., Holtzman, D. J., Lake, A., Noone, A., et al. (2016) · Cancer · doi:10.1002/cncr.29936 · Cited by 944 · see citing works
Pusztaszeri, M. P., Seelentag, W., & Bosman, F. T. (2006) · Journal of Histochemistry & Cytochemistry · doi:10.1369/jhc.4a6514.2005 · Cited by 865 · see citing works
Robust expansion of human hepatocytes in Fah−/−/Rag2−/−/Il2rg−/− mice
Azuma, H., Paulk, N., Ranade, A., Dorrell, C., Al-Dhalimy, M., Ellis, E., Strom, S., Kay, M. A., Finegold, M., & Grompe, M. (2007) · Nature Biotechnology · doi:10.1038/nbt1326 · Cited by 835 · see citing works
Broutier, L., Andersson-Rolf, A., Hindley, C. J., Boj, S. F., Clevers, H., Koo, B.-K., & Huch, M. (2016) · Nature Protocols · doi:10.1038/nprot.2016.097 · Cited by 834 · see citing works
The role of incretins in glucose homeostasis and diabetes treatment
Kim, W., & Egan, J. M. (2008) · Pharmacological Reviews · doi:10.1124/pr.108.000604 · Cited by 824 · see citing works
Structural and functional aspects of liver sinusoidal endothelial cell fenestrae: a review
Braet, F., & Wisse, E. (2002) · Comparative Hepatology · doi:10.1186/1476-5926-1-1 · Cited by 754 · see citing works
Validation of noise models for single-cell transcriptomics
Grün, D., Kester, L., & van Oudenaarden, A. (2014) · Nature Methods · doi:10.1038/nmeth.2930 · Cited by 721 · see citing works
Self-citationSelf-renewing diploid Axin2+ cells fuel homeostatic renewal of the liver
Wang, B., Zhao, L., Fish, M., Logan, C. Y., & Nusse, R. (2015) · Nature · doi:10.1038/nature14863 · Cited by 674 · see citing works
Metabolic zonation of the liver: Regulation and implications for liver function
Gebhardt, R. (1992) · Pharmacology & Therapeutics · doi:10.1016/0163-7258(92)90055-5 · Cited by 607 · see citing works
Williams, R. L., Aspinall, R., Bellis, M. A., Camps-Walsh, G., Cramp, M., Dhawan, A. K., Ferguson, J., Forton, D. M., Foster, G. R., Gilmore, S. I., et al. (2014) · The Lancet · doi:10.1016/s0140-6736(14)61838-9 · Cited by 601 · see citing works
Zonation of parenchymal and nonparenchymal metabolism in liver.
Jungermann, K., & Keitzmann, T. (1996) · Annual Review of Nutrition · doi:10.1146/annurev.nu.16.070196.001143 · Cited by 589 · see citing works
De Novo Prediction of Stem Cell Identity using Single-Cell Transcriptome Data
Grün, D., Muraro, M. J., Boisset, J.-C., Wiebrands, K., Lyubimova, A., Dharmadhikari, G., van den Born, M., van Es, J., Jansen, E., Clevers, H., et al. (2016) · Cell Stem Cell · doi:10.1016/j.stem.2016.05.010 · Cited by 586 · see citing works
Self-citationHuman hepatic stem cells from fetal and postnatal donors
Schmelzer, E., Zhang, L., Bruce, A., Wauthier, E., Ludlow, J. W., Yao, H.-L., Moss, N., Melhem, A., McClelland, R., Turner, W. S., et al. (2007) · The Journal of Experimental Medicine · doi:10.1084/jem.20061603 · Cited by 585 · see citing works
Stem/progenitor cells in liver development, homeostasis, regeneration, and reprogramming
Miyajima, A., Tanaka, M., & Itoh, T. (2014) · Cell Stem Cell · doi:10.1016/j.stem.2014.04.010 · Cited by 570 · see citing works
The netrin receptor UNC5B mediates guidance events controlling morphogenesis of the vascular system
Lu, X., le Noble, F. A. C., Li, Y., Jiang, Q., de Lafarge, B., Sugiyama, D., Bréant, C., Claes, F., Smet, F. D., Thomas, J., et al. (2004) · Nature · doi:10.1038/nature03080 · Cited by 550 · see citing works
Apc Tumor Suppressor Gene Is the “Zonation-Keeper” of Mouse Liver
Benhamouche, S., Decaens, T., Godard, C., Chambrey, R., Rickman, D. S., Moinard, C., Vasseur-Cognet, M., Kuo, C. J., Kahn, A., Perret, C., et al. (2006) · Developmental Cell · doi:10.1016/j.devcel.2006.03.015 · Cited by 543 · see citing works
Design and Analysis of Single-Cell Sequencing Experiments
Grün, D., & van Oudenaarden, A. (2015) · Cell · doi:10.1016/j.cell.2015.10.039 · Cited by 536 · see citing works
Self-citationCholangiocytes act as facultative liver stem cells during impaired hepatocyte regeneration
Raven, A., Lu, W.-Y., Man, T. Y., Ferreira-Gonzalez, S., O’Duibhir, E., Dwyer, B. J., Thomson, J. P., Meehan, R. R., Bogorad, R., Koteliansky, V., et al. (2017) · Nature · doi:10.1038/nature23015 · Cited by 533 · see citing works
Metabolic zonation of the liver: The oxygen gradient revisited
Kietzmann, T. (2017) · Redox Biology · doi:10.1016/j.redox.2017.01.012 · Cited by 499 · see citing works
Li, W., Ma, H., Zhang, J., Zhu, L., Wang, C., & Yang, Y. (2017) · Scientific Reports · doi:10.1038/s41598-017-14364-2 · Cited by 455 · see citing works
The protein disulfide isomerase AGR2 is essential for production of intestinal mucus
Park, S.-W., Zhen, G., Verhaeghe, C., Nakagami, Y., Nguyenvu, L. T., Barczak, A. J., Killeen, N. P., & Erle, D. J. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0808722106 · Cited by 418 · see citing works
Hepatocyte migration during liver development requires Prox1
Sosa-Pineda, B., Wigle, J. T., & Oliver, G. (2000) · Nature Genetics · doi:10.1038/76996 · Cited by 381 · see citing works
Paired-cell sequencing enables spatial gene expression mapping of liver endothelial cells
Halpern, K. B., Shenhav, R., Massalha, H., Toth, B., Egozi, A., Massasa, E. E., Medgalia, C., David, E., Giladi, A., Moor, A. E., et al. (2018) · Nature Biotechnology · doi:10.1038/nbt.4231 · Cited by 368 · see citing works
FateID infers cell fate bias in multipotent progenitors from single-cell RNA-seq data
Herman, J. S., Sagar, & Grün, D. (2018) · Nature Methods · doi:10.1038/nmeth.4662 · Cited by 363 · see citing works
Self-citationCardinale, V., Wang, Y.-F., Carpino, G., Cui, C.-B., Gatto, M., Rossi, M., Berloco, P. B., Cantafora, A., Wauthier, E., Furth, M., et al. (2011) · Hepatology · doi:10.1002/hep.24590 · Cited by 348 · see citing works
Borges, L., Hsu, M.-L., Fanger, N. A., Kubin, M. Z., & Cosman, D. J. (1997) · The Journal of Immunology · doi:10.4049/jimmunol.159.11.5192 · Cited by 340 · see citing works
Michalopoulos, G. K., Barua, L., & Bowen, W. C. (2005) · Hepatology · doi:10.1002/hep.20600 · Cited by 319 · see citing works
Human Hepatic Stem Cell and Maturational Liver Lineage Biology Δ
Turner, R., Lozoya, O. A., Wang, Y., Cardinale, V., Gaudio, E., Alpini, G. D., Mendel, G., Wauthier, E., Barbier, C., Alvaro, D., et al. (2011) · Hepatology · doi:10.1002/hep.24157 · Cited by 316 · see citing works
Potential hepatic stem cells reside in EpCAM+ cells of normal and injured mouse liver
Okabe, M., Tsukahara, Y., Tanaka, M., Suzuki, K., Saito, S., Kamiya, Y., Tsujimura, T., Nakamura, K., & Miyajima, A. (2009) · Development · doi:10.1242/dev.031369 · Cited by 287 · see citing works
Fraser, R., Dobbs, B. R., & ROGERS, G. (1995) · Hepatology · doi:10.1002/hep.1840210337 · Cited by 240 · see citing works
Rantakari, P., Auvinen, K., Jäppinen, N., Kapraali, M., Valtonen, J., Karikoski, M., Gerke, H., Iftakhar-E-Khuda, I., Keuschnigg, J., Umemoto, E., et al. (2015) · Nature Immunology · doi:10.1038/ni.3101 · Cited by 203 · see citing works
Krieger, S. E., Zeisel, M. B., Davis, C., et al. (2009) · Hepatology · doi:10.1002/hep.23445 · Cited by 192 · see citing works
Adachi, H., & Tsujimoto, M. (2002) · Journal of Biological Chemistry · doi:10.1074/jbc.m204277200 · Cited by 185 · see citing works
Lalor, P. F. (2006) · World Journal of Gastroenterology · doi:10.3748/wjg.v12.i34.5429 · Cited by 175 · see citing works
Barrier-tissue macrophages: functional adaptation to environmental challenges
Mowat, A. M., Scott, C. L., & Bain, C. C. (2017) · Nature Medicine · doi:10.1038/nm.4430 · Cited by 155 · see citing works
Mailly, L., Xiao, F., Lupberger, J., Wilson, G. K., Aubert, P., Duong, F. H. T., Calabrese, D., Leboeuf, C., Fofana, I., Thumann, C., et al. (2015) · Nature Biotechnology · doi:10.1038/nbt.3179 · Cited by 150 · see citing works
Self-citationMUC1, MUC2, MUC5AC, and MUC6 in colorectal cancer: expression profiles and clinical significance
Betge, J., Schneider, N. I., Harbaum, L., et al. (2016) · Archiv für Pathologische Anatomie und Physiologie und für Klinische Medicin · doi:10.1007/s00428-016-1970-5 · Cited by 144 · see citing works
Immunofluorescence identifies distinct subsets of endothelial cells in the human liver
Strauss, O., Phillips, A., Ruggiero, K., Bartlett, A., & Dunbar, P. (2017) · Scientific Reports · doi:10.1038/srep44356 · Cited by 134 · see citing works
Grompe, M., & Strom, S. C. (2013) · Gastroenterology · doi:10.1053/j.gastro.2013.09.009 · Cited by 133 · see citing works
The netrin receptor UNC5B promotes angiogenesis in specific vascular beds
Navankasattusas, S., Whitehead, K. J., Suli, A., Sorensen, L. K., Lim, A. H., Zhao, J., Park, K. W., Wythe, J. D., Thomas, K. R., Chien, C.-B., et al. (2008) · Development · doi:10.1242/dev.013623 · Cited by 127 · see citing works
Wang, Y.-F., Lanzoni, G., Carpino, G., Cui, C.-B., Domínguez-Bendala, J., Wauthier, E., Cardinale, V., Oikawa, T., Pileggi, A., Gerber, D., et al. (2013) · Stem Cells · doi:10.1002/stem.1460 · Cited by 126 · see citing works
Establishment of functional imprinting of the H19 gene in human developing placentae
Jinno, Y., Ikeda, Y., Yun, K., et al. (1995) · Nature Genetics · doi:10.1038/ng0795-318 · Cited by 113 · see citing works
Wisse, E., Zanger, R. D., Jacobs, R., et al. (1983) · PubMed · Cited by 113 · see citing works
CD163L1 and CLEC5A discriminate subsets of human resident and inflammatory macrophages in vivo
González‐Domínguez, E., Samaniego, R., Flores-Sevilla, J. L., Campos-Campos, S. F., Gómez-Campos, G., Salas, A., Campos‐Peña, V., Corbí, A. L., Sánchez‐Mateos, P., & Sánchez‐Torres, C. (2015) · Journal of Leukocyte Biology · doi:10.1189/jlb.3hi1114-531r · Cited by 102 · see citing works
Hamed, A., Griffiths, A. B., Tilby, M. J., Westley, B. R., & May, F. E. B. (2012) · American Journal Of Pathology · doi:10.1016/j.ajpath.2011.11.022 · Cited by 90 · see citing works
Tian, S., Hu, J., Tao, K., Wang, J., Chu, Y., Li, J., Liu, Z., Ding, X., Xu, L., Li, Q., et al. (2018) · Experimental Cell Research · doi:10.1016/j.yexcr.2018.02.004 · Cited by 74 · see citing works
Adult Mouse Liver Contains Two Distinct Populations of Cholangiocytes
Li, B., Dorrell, C., Canaday, P. S., Pelz, C., Haft, A., Finegold, M. J., & Grompe, M. (2017) · Stem Cell Reports · doi:10.1016/j.stemcr.2017.06.003 · Cited by 66 · see citing works
Matkowskyj, K. A., Bai, H., Liao, J., et al. (2013) · Human Pathology · doi:10.1016/j.humpath.2013.12.002 · Cited by 65 · see citing works
Fraser, R. (1995) · Hepatology · doi:10.1016/0270-9139(95)90542-1 · Cited by 59 · see citing works
AGR2 is associated with gastric cancer progression and poor survival
Zhang, J., Jin, Y., Xu, S., et al. (2016) · Oncology Letters · doi:10.3892/ol.2016.4160 · Cited by 51 · see citing works
A Modified Urokinase Plasminogen Activator Induces Liver Regeneration Without Bleeding
Lieber, A., Peeters, M.-J. T. F. D. V., Gown, A. M., Perkins, J. D., & Kay, M. A. (1995) · Human Gene Therapy · doi:10.1089/hum.1995.6.8-1029 · Cited by 50 · see citing works
Colnot, S., & Perret, C. (2010) · Molecular pathology library · doi:10.1007/978-1-4419-7107-4_2 · Cited by 50 · see citing works
Jin, J., Liao, W., Yao, W., et al. (2016) · Scientific Reports · doi:10.1038/srep22746 · Cited by 46 · see citing works
Hepatic Sinusoidal Endothelium Heterogeneity with Respect to the Recognition of Apoptotic Cells
Dini, L., & Carla’, E. C. (1998) · Experimental Cell Research · doi:10.1006/excr.1998.4015 · Cited by 36 · see citing works
Hesl is required for the development of intrahepatic bile ducts
Kodama, Y., Hatakeyama, J., Kageyama, R., et al. (2003) · Gastroenterology · doi:10.1016/s0016-5085(03)80604-2 · Cited by 4 · see citing works
Protocol for Single-Cell RNA-Sequencing of Cryopreserved Human Liver CellsPreprint
Aizarani, N., Saviano, A., Sagar, et al. (2019) · Research Square · doi:10.21203/rs.2.9620/v1 · Cited by 2 · see citing works
Self-citation
Flagged first, then by citations
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Henderson, N. C., Rieder, F., & Wynn, T. A. (2020) · Nature · doi:10.1038/s41586-020-2938-9 · Cited by 1,868 · see citing works
Construction of a human cell landscape at single-cell level
Han, X., Zhou, Z., Fei, L., Sun, H., Wang, R., Chen, Y., Chen, H., Wang, J., Tang, H., Ge, W., et al. (2020) · Nature · doi:10.1038/s41586-020-2157-4 · Cited by 1,087 · see citing works
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Guilliams, M., Bonnardel, J., Haest, B., Vanderborght, B., Wagner, C., Remmerie, A., Bujko, A., Martens, L., Thoné, T., Browaeys, R., et al. (2022) · Cell · doi:10.1016/j.cell.2021.12.018 · Cited by 985 · see citing works
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Chai, X., Hu, L., Zhang, Y., Han, W., Lu, Z., Ke, A., Zhou, J., Shi, G., Fang, N., Fan, J., et al. (2020) · doi:10.1101/2020.02.03.931766 · Cited by 952 · see citing works
Denisenko, E., Guo, B. B., Jones, M., Hou, R., de Kock, L., Lassmann, T., Poppe, D., Clément, O., Simmons, R. K., Lister, R., et al. (2020) · Genome Biology · doi:10.1186/s13059-020-02048-6 · Cited by 686 · see citing works
Microscopic examination of spatial transcriptome using Seq-Scope
Cho, C.-S., Xi, J., Si, Y., Park, S.-R., Hsu, J.-E., Kim, M., Jun, G., Kang, H. M., & Lee, J. H. (2021) · Cell · doi:10.1016/j.cell.2021.05.010 · Cited by 520 · see citing works
Vascular endothelial cell development and diversity
Trimm, E., & Red-Horse, K. (2023) · Nature Reviews Cardiology · doi:10.1038/s41569-022-00770-1 · Cited by 537 · see citing works
Giobbe, G. G., Crowley, C., Luni, C., Campinoti, S., Khedr, M., Kretzschmar, K., De Santis, M. M., Zambaiti, E., Michielin, F., Meran, L., et al. (2019) · Nature Communications · doi:10.1038/s41467-019-13605-4 · Cited by 500 · see citing works
Hepatic fibrosis 2022: Unmet needs and a blueprint for the future
Friedman, S. L., & Pinzani, M. (2022) · Hepatology · doi:10.1002/hep.32285 · Cited by 430 · see citing works
Liver macrophages in health and disease
Guilliams, M., & Scott, C. L. (2022) · Immunity · doi:10.1016/j.immuni.2022.08.002 · Cited by 395 · see citing works
Lipid nanoparticle technology for therapeutic gene regulation in the liver
Witzigmann, D., Kulkarni, J. A., Leung, J., Chen, S., Cullis, P. R., & van der Meel, R. (2020) · Advanced Drug Delivery Reviews · doi:10.1016/j.addr.2020.06.026 · Cited by 376 · see citing works
Andrews, T. S., Atif, J., Liu, J. C., Perciani, C. T., Ma, X., Thoeni, C., Slyper, M., Eraslan, G., Segerstolpe, A., Manuel, J., et al. (2022) · Hepatology Communications · doi:10.1002/hep4.1854 · Cited by 307 · see citing works
Liver regeneration and inflammation: from fundamental science to clinical applications
Campana, L., Esser, H., Huch, M., & Forbes, S. (2021) · Nature Reviews Molecular Cell Biology · doi:10.1038/s41580-021-00373-7 · Cited by 307 · see citing works
Building consensus on definition and nomenclature of hepatic, pancreatic, and biliary organoids
Marsee, A., Roos, F. J. M., Verstegen, M. M. A., Marsee, A., Roos, F., Verstegen, M., Clevers, H., Vallier, L., Takebe, T., Huch, M., et al. (2021) · Cell Stem Cell · doi:10.1016/j.stem.2021.04.005 · Cited by 310 · see citing works
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 · see citing works
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 · see citing works
A subset of Kupffer cells regulates metabolism through the expression of CD36
Blériot, C., Barreby, E., Dunsmore, G., Ballaire, R., Chakarov, S., Ficht, X., De Simone, G., Andreata, F., Fumagalli, V., Guo, W., et al. (2021) · Immunity · doi:10.1016/j.immuni.2021.08.006 · Cited by 236 · see citing works
Su, T., Yang, Y., Lai, S., Jeong, J., Jung, Y., McConnell, M., Utsumi, T., & Iwakiri, Y. (2021) · Cellular and Molecular Gastroenterology and Hepatology · doi:10.1016/j.jcmgh.2020.12.007 · Cited by 220 · see citing works
Single-cell sequencing to multi-omics: technologies and applications
Wu, X., Yang, X., Dai, Y., Zhao, Z., Zhu, J., Guo, H., & Yang, R. (2024) · Biomarker Research · doi:10.1186/s40364-024-00643-4 · Cited by 195 · see citing works
“…of the seven noteworthy technologies in 2024 [175], can display detailed information about various cell types within different organisms, allowing for the characterization of cellular diversity [176], the analysis of cellular heterogeneity [177], as well as the discovery of novel cell types [178].”
BackgroundThe evolving role of liver sinusoidal endothelial cells in liver health and disease
McConnell, M. J., Kostallari, E., Ibrahim, S. H., & Iwakiri, Y. (2023) · Hepatology · doi:10.1097/hep.0000000000000207 · Cited by 189 · see citing works
Spatial 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 · see citing works
Single-cell RNA sequencing of human liver reveals hepatic stellate cell heterogeneity
Payen, V. L., Lavergne, A., Alevra Sarika, N., Colonval, M., Karim, L., Deckers, M., Najimi, M., Coppieters, W., Charloteaux, B., Sokal, E. M., et al. (2021) · JHEP Reports · doi:10.1016/j.jhepr.2021.100278 · Cited by 160 · see citing works
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 · see citing works
Heterogeneity of HSCs in a Mouse Model of NASH
Rosenthal, S. B., Liu, X., Ganguly, S., Dhar, D., Pasillas, M. P., Ricciardelli, E., Li, R. Z., Troutman, T. D., Kisseleva, T., Glass, C. K., et al. (2021) · Hepatology · doi:10.1002/hep.31743 · Cited by 145 · see citing works
Multimodal decoding of human liver regeneration
Matchett, K. P., Wilson-Kanamori, J. R., Portman, J. R., Kapourani, C. A., Fercoq, F., May, S., Zajdel, E., Beltran, M., Sutherland, E. F., Mackey, J. B. G., et al. (2024) · Nature · doi:10.1038/s41586-024-07376-2 · Cited by 140 · see citing works
“5a).”
Longevity and replenishment of human liver-resident memory T cells and mononuclear phagocytes
Pallett, L. J., Burton, A. R., Amin, O. E., Rodriguez-Tajes, S., Patel, A. A., Zakeri, N., Jeffery-Smith, A., Swadling, L., Schmidt, N. M., Baiges, A., et al. (2020) · Journal of Experimental Medicine · doi:10.1084/jem.20200050 · Cited by 134 · see citing works
The Emerging Role of B Cells in the Pathogenesis of NAFLD
Barrow, F., Khan, S., Wang, H., & Revelo, X. S. (2021) · Hepatology · doi:10.1002/hep.31889 · Cited by 126 · see citing works
Spatial transcriptomics of healthy and fibrotic human liver at single-cell resolution
Watson, B. R., Paul, B., Rahman, R. U., Amir-Zilberstein, L., Segerstolpe, Å., Epstein, E. T., Murphy, S., Geistlinger, L., Lee, T., Shih, A., et al. (2025) · Nature Communications · doi:10.1038/s41467-024-55325-4 · Cited by 123 · see citing works
Super enhancer regulation of cytokine-induced chemokine production in alcoholic hepatitis
Liu, M., Cao, S., He, L., Gao, J., Arab, J. P., Cui, H., Xuan, W., Gao, Y., Sehrawat, T. S., Hamdan, F. H., et al. (2021) · Nature Communications · doi:10.1038/s41467-021-24843-w · Cited by 120 · see citing works
Reich, M., Spomer, L., Klindt, C., Fuchs, K., Stindt, J., Deutschmann, K., Höhne, J., Liaskou, E., Hov, J. R., Karlsen, T. H., et al. (2021) · Journal of Hepatology · doi:10.1016/j.jhep.2021.03.029 · Cited by 121 · see citing works
Scalable production of tissue-like vascularized liver organoids from human PSCs
Harrison, S. P., Siller, R., Tanaka, Y., Chollet, M. E., de la Morena-Barrio, M. E., Xiang, Y., Patterson, B., Andersen, E., Bravo-Pérez, C., Kempf, H., et al. (2023) · Experimental & Molecular Medicine · doi:10.1038/s12276-023-01074-1 · Cited by 119 · see citing works
Guillot, A., Winkler, M., Silva Afonso, M., Aggarwal, A., Lopez, D., Berger, H., Kohlhepp, M. S., Liu, H., Özdirik, B., Eschrich, J., et al. (2023) · Hepatology · doi:10.1097/hep.0000000000000270 · Cited by 116 · see citing works
Understanding the heterogeneity of resident liver macrophages
Blériot, C., & Ginhoux, F. (2019) · Frontiers in Immunology · doi:10.3389/fimmu.2019.02694 · Cited by 107 · see citing works
Regional Differences in Human Biliary Tissues and Corresponding In Vitro–Derived Organoids
Rimland, C. A., Tilson, S. G., Morell, C. M., Tomaz, R. A., Lu, W., Adams, S. E., Georgakopoulos, N., Otaizo‐Carrasquero, F., Myers, T. G., Ferdinand, J. R., et al. (2021) · Hepatology · doi:10.1002/hep.31252 · Cited by 110 · see citing works
Neuregulin 4 suppresses NASH-HCC development by restraining tumor-prone liver microenvironment
Zhang, P., Chen, Z., Kuang, H., Liu, T., Zhu, J., Zhou, L., Wang, Q., Xiong, X., Meng, Z., Qiu, X., et al. (2022) · Cell Metabolism · doi:10.1016/j.cmet.2022.07.010 · Cited by 105 · see citing works
Heterogeneity and Function of Kupffer Cells in Liver Injury
Li, W., Chang, N., & Li, L. (2022) · Frontiers in Immunology · doi:10.3389/fimmu.2022.940867 · Cited by 102 · see citing works
Cellular plasticity balances the metabolic and proliferation dynamics of a regenerating liver
Chembazhi, U. V., Bangru, S., Hernaez, M., & Kalsotra, A. (2021) · Genome Research · doi:10.1101/gr.267013.120 · Cited by 102 · see citing works
Humanized mouse liver reveals endothelial control of essential hepatic metabolic functions
Kaffe, E., Roulis, M., Zhao, J., Qu, R., Sefik, E., Mirza, H., Zhou, J., Zheng, Y., Charkoftaki, G., Vasiliou, V., et al. (2023) · Cell · doi:10.1016/j.cell.2023.07.017 · Cited by 99 · see citing works
Single-cell and bulk transcriptomics of the liver reveals potential targets of NASH with fibrosis
Wang, Z.-Y., Keogh, A., Waldt, A., Cuttat, R., Neri, M., Zhu, S., Schuierer, S., Ruchti, A., Crochemore, C., Knehr, J., et al. (2021) · Scientific Reports · doi:10.1038/s41598-021-98806-y · Cited by 103 · see citing works
Spatially restricted and ontogenically distinct hepatic macrophages are required for tissue repair
De Ponti, F. F., Bujko, A., Liu, Z., Collins, P. J., Schuermans, S., Maueroder, C., Amstelveen, S., Thoné, T., Martens, L., McKendrick, J. G., et al. (2025) · Immunity · doi:10.1016/j.immuni.2025.01.002 · Cited by 94 · see citing works
Verstegen, M. M. A., Roos, F. J. M., Burka, K., Gehart, H., Jager, M., de Wolf, M., Bijvelds, M. J. C., de Jonge, H. R., Ardisasmita, A. I., van Huizen, N. A., et al. (2020) · Scientific Reports · doi:10.1038/s41598-020-79082-8 · Cited by 86 · see citing works
Spatial transcriptomics identifies enriched gene expression and cell types in human liver fibrosis
Chung, B. K., Øgaard, J., Reims, H. M., Karlsen, T. H., & Melum, E. (2022) · Hepatology Communications · doi:10.1002/hep4.2001 · Cited by 85 · see citing works
Angiocrine signaling in sinusoidal homeostasis and liver diseases
Gao, J., Lan, T., Kostallari, E., Guo, Y., Lai, E., Guillot, A., Ding, B., Tacke, F., Tang, C., & Shah, V. H. (2024) · Journal of Hepatology · doi:10.1016/j.jhep.2024.05.014 · Cited by 90 · see citing works
Chen, T., Oh, S., Gregory, S., Shen, X., & Diehl, A. M. (2020) · JCI Insight · doi:10.1172/jci.insight.141024 · Cited by 79 · see citing works
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 · see citing works
Next-Generation Liver Medicine Using Organoid Models
Akbari, S., Arslan, N., Senturk, S., & Erdal, E. (2019) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2019.00345 · Cited by 72 · see citing works
Gut-liver axis: Recent concepts in pathophysiology in alcohol-associated liver disease
Raya Tonetti, F., Eguileor, A., Mrdjen, M., Pathak, V., Travers, J., Nagy, L. E., & Llorente, C. (2024) · Hepatology · doi:10.1097/hep.0000000000000924 · Cited by 78 · see citing works
Multi-zonal liver organoids from human pluripotent stem cells
Reza, H. A., Santangelo, C., Iwasawa, K., Reza, A. A., Sekiya, S., Glaser, K., Bondoc, A., Merola, J., & Takebe, T. (2025) · Nature · doi:10.1038/s41586-025-08850-1 · Cited by 71 · see citing works
A spatiotemporal atlas of cholestatic injury and repair in mice
Wu, B., Shentu, X., Nan, H., Guo, P., Hao, S., Xu, J., Shangguan, S., Cui, L., Cen, J., Deng, Q., et al. (2024) · Nature Genetics · doi:10.1038/s41588-024-01687-w · Cited by 65 · see citing works
Zhang, H., Ma, Y., Cheng, X., Wu, D., Huang, X., Chen, B., Ren, Y., Jiang, W., Tang, X., Bai, T., et al. (2021) · Science Translational Medicine · doi:10.1126/scitranslmed.abd1206 · Cited by 65 · see citing works
The Origin and Fate of Liver Myofibroblasts
Kim, H. Y., Sakane, S., Eguileor, A., Carvalho Gontijo Weber, R., Lee, W., Liu, X., Lam, K., Ishizuka, K., Rosenthal, S. B., Diggle, K., et al. (2024) · Cellular and Molecular Gastroenterology and Hepatology · doi:10.1016/j.jcmgh.2023.09.008 · Cited by 63 · see citing works
The Serum Proteome and Ursodeoxycholic Acid Response in Primary Biliary Cholangitis
Barron‐Millar, B., Ogle, L., Mells, G., Flack, S., Badrock, J., Sandford, R., Kirby, J., Palmer, J., Jopson, L., Brain, J., et al. (2021) · Hepatology · doi:10.1002/hep.32011 · Cited by 45 · see citing works
Roehlen, N., Saviano, A., El Saghire, H., Crouchet, E., Nehme, Z., Del Zompo, F., Jühling, F., Oudot, M. A., Durand, S. C., Duong, F. H. T., et al. (2022) · Science Translational Medicine · doi:10.1126/scitranslmed.abj4221 · Cited by 54 · see citing works
Self-citationComparative analysis of antibody- and lipid-based multiplexing methods for single-cell RNA-seq
Mylka, V., Matetovici, I., Poovathingal, S., Aerts, J., Vandamme, N., Seurinck, R., Verstaen, K., Hulselmans, G., Van den Hoecke, S., Scheyltjens, I., et al. (2022) · Genome Biology · doi:10.1186/s13059-022-02628-8 · Cited by 53 · see citing works
Loss of Kat2a enhances transcriptional noise and depletes acute myeloid leukemia stem-like cells
Domingues, A. F., Kulkarni, R., Giotopoulos, G., Gupta, S., Vinnenberg, L., Arede, L., Foerner, E., Khalili, M., Adao, R. R., Johns, A., et al. (2020) · eLife · doi:10.7554/elife.51754 · Cited by 52 · see citing works
Single-cell atlas of the liver myeloid compartment before and after cure of chronic viral hepatitis
Cui, A., Li, B., Wallace, M. S., Gonye, A. L. K., Oetheimer, C., Patel, H., Tonnerre, P., Holmes, J. A., Lieb, D., Yao, B. S., et al. (2024) · Journal of Hepatology · doi:10.1016/j.jhep.2023.02.040 · Cited by 46 · see citing works
Fetal liver development and implications for liver disease pathogenesis
Lotto, J., Stephan, T. L., & Hoodless, P. A. (2023) · Nature Reviews Gastroenterology & Hepatology · doi:10.1038/s41575-023-00775-2 · Cited by 47 · see citing works
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 · see citing works
Marinović, S., Lenartić, M., Mladenić, K., Šestan, M., Kavazović, I., Benić, A., Krapić, M., Rindlisbacher, L., Cokarić Brdovčak, M., Sparano, C., et al. (2023) · Science Immunology · doi:10.1126/sciimmunol.add1599 · Cited by 43 · see citing works
Cheng, Y., Schlosser, P., Hertel, J., Sekula, P., Oefner, P. J., Spiekerkoetter, U., Mielke, J., Freitag, D. F., Schmidts, M., GCKD Investigators, et al. (2021) · Nature Communications · doi:10.1038/s41467-020-20877-8 · Cited by 37 · see citing works
Fred, R. G., Steen Pedersen, J., Thompson, J. J., Lee, J., Timshel, P. N., Stender, S., Opseth Rygg, M., Gluud, L. L., Bjerregaard Kristiansen, V., Bendtsen, F., et al. (2022) · Scientific Reports · doi:10.1038/s41598-022-16754-7 · Cited by 44 · see citing works
Microfluidic Liver-on-a-Chip for Preclinical Drug Discovery
Fu, J., Qiu, H., & Tan, C. S. (2023) · Pharmaceutics · doi:10.3390/pharmaceutics15041300 · Cited by 42 · see citing works
Roos, F. J. M., Wu, H., Willemse, J., Lieshout, R., Albarinos, L. A. M., Kan, Y., Poley, J., Bruno, M. J., de Jonge, J., Bártfai, R., et al. (2021) · Clinical and Translational Medicine · doi:10.1002/ctm2.566 · Cited by 40 · see citing works
Willemse, J., Roos, F. J. M., Voogt, I. J., Schurink, I. J., Bijvelds, M., de Jonge, H. R., van der Laan, L. J. W., de Jonge, J., & Verstegen, M. M. A. (2021) · Biotechnology and Bioengineering · doi:10.1002/bit.27613 · Cited by 35 · see citing works
Rezvani, M., Vallier, L., & Guillot, A. (2023) · Cellular and Molecular Gastroenterology and Hepatology · doi:10.1016/j.jcmgh.2023.01.014 · Cited by 34 · see citing works
Sfaira accelerates data and model reuse in single cell genomics
Fischer, D. S., Dony, L., König, M., Moeed, A., Zappia, L., Heumos, L., Tritschler, S., Holmberg, O., Aliee, H., & Theis, F. J. (2021) · Genome Biology · doi:10.1186/s13059-021-02452-6 · Cited by 33 · see citing works
Desjardins, E. M., Wu, J., Lavoie, D. C. T., Ahmadi, E., Townsend, L. K., Morrow, M. R., Wang, D., Tsakiridis, E. E., Batchuluun, B., Fayyazi, R., et al. (2023) · Cell Reports Medicine · doi:10.1016/j.xcrm.2023.101193 · Cited by 33 · see citing works
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 · see citing works
Multicytokine-producing CD4+ T cells characterize the livers of patients with NASH
Woestemeier, A., Scognamiglio, P., Zhao, Y., Wagner, J., Muscate, F., Casar, C., Siracusa, F., Cortesi, F., Agalioti, T., Müller, S., et al. (2023) · JCI Insight · doi:10.1172/jci.insight.153831 · Cited by 28 · see citing works
Liver organoids: Current advances and future applications for hepatology
Kim, Y., Kang, M., Mamo, M. G., Adisasmita, M., Huch, M., & Choi, D. (2025) · Clinical and Molecular Hepatology · doi:10.3350/cmh.2024.1040 · Cited by 26 · see citing works
Signalling pathways and transcriptional regulators orchestrating liver development and cancer
Campbell, S. A., Stephan, T. L., Lotto, J., Cullum, R., Drissler, S., & Hoodless, P. A. (2021) · Development · doi:10.1242/dev.199814 · Cited by 22 · see citing works
GDF2 and BMP10 coordinate liver cellular crosstalk to maintain liver health
Zhao, D., Huang, Z., Li, X., Wang, H., Hou, Q., Wang, Y., Yan, F., Yang, W., Liu, D., Yi, S., et al. (2024) · eLife · doi:10.7554/elife.95811 · Cited by 17 · see citing works
Lee, J., Kim, C. M., Cha, J. H., Park, J. Y., Yu, Y. S., Wang, H. J., Sung, P. S., Jung, E. S., & Bae, S. H. (2022) · Cells · doi:10.3390/cells11213387 · Cited by 16 · see citing works
Angiocrine Signaling in Sinusoidal Health and Disease
Cooper, S. A., Kostallari, E., & Shah, V. H. (2023) · Seminars in Liver Disease · doi:10.1055/a-2128-5907 · Cited by 15 · see citing works
Iwakiri, Y. (2024) · Clinical and Molecular Hepatology · doi:10.3350/cmh.2024.0343 · Cited by 7 · see citing works
Liu, J., Hanson, A., Yin, W., Wu, Q., Wauthier, E., Diao, J., Dinh, T., Macdonald, J., Li, R., Terajima, M., et al. (2025) · Bioactive Materials · doi:10.1016/j.bioactmat.2024.09.029 · Cited by 9 · see citing works
“For the identification of signature genes specific to the portal vein (PV) and central vein (CV) regions of the liver, we integrated findings primarily from multiple research teams [21 – 23].”
BackgroundExploiting the plasticity of cholangiocytes to repair the biliary tree
Frau, C., & Vallier, L. (2024) · Current Opinion in Genetics & Development · doi:10.1016/j.gde.2024.102257 · Cited by 2 · see citing works
Order Matters: Ambient RNA correction confounds doublet detection in single-cell RNA sequencing
Meier, M., Howitt, G., Grima, C. V., Dixit, G., King, H., Gubbels, L., Levi, E., Davies, K., Shanthikumar, S., Neeland, M. R., et al. (2026) · doi:10.64898/2026.10.13.758369
“Since its introduction, scRNA-seq has had a profound impact on the identification and characterisation of cell types and cell states [3] and our understanding of cellular heterogeneity [4,5].”
- Authors
- Aizarani, N., Saviano, A., Sagar, Mailly, L., Durand, S., Herman, J. S., Pessaux, P., Baumert, T. F., & Grün, D.
- Affiliations
- University of Freiburg (DE)
- Inserm (FR)
- Max Planck Institute of Immunobiology and Epigenetics (DE)
- Corresponding author
- Baumert, Thomas F.
- Grün, Dominic
- ORCID
- Venue
- Nature
- Published
- 2019-07-10
- Volume
- 572
- Issue
- 7768
- Pages
- 199-204
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- PMC
- PMC6687507
- OpenAlex
- W2959566316
- Cited by
- 1,147
- References
- 75
- Citations by year
- 2026: 125 · 2025: 152 · 2024: 162 · 2023: 158 · 2022: 165 · 2021: 206 · 2020: 154 · 2019: 24
- FWCI
- 46.23
- Type
- journal article
- Language
- en
- Open access
- green
- doi.org
- Licence
- Locations
- Nature (publishedVersion)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- HAL (submittedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- FreiDok plus (Universitätsbibliothek Freiburg) (submittedVersion)
- MPG.PuRe (Max Planck Society) (submittedVersion)
- univOAK (4 institutions : Université de Strasbourg, Université de Haute Alsace, INSA Strasbourg, Bibliothèque Nationale et Universitaire de Strasbourg) (submittedVersion, cc-by-sa)
- Zenodo (CERN European Organization for Nuclear Research) (submittedVersion, cc-by)
- Funders
- European Commission (ERC-AdG-2014-671231-HEPCIR, ERC-AdG-2014, EU-H2020, #671231, 667273, H2020, ERC-PoC-2016-PRELICAN, LABEX ANR-10-LABX-0028_HEPSYS)
- Deutsche Forschungsgemeinschaft (SPP193 7, GR4980/1-1, EXC‐2189, 390939984, GRK 2344, GR4980/3-1)
- Agence Nationale de la Recherche (ANR-10-IDEX-0002, ANR-10, ANR-10-LABX-0028)
- Institut National de la Santé et de la Recherche Médicale
- Université de Strasbourg
- Max-Planck-Gesellschaft
- Horizon 2020 Framework Programme (EU‐H2020, H2020-667273-HEPCAR, 667273)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Single-cell and spatial transcriptomics
- Health Sciences › Medicine › Hepatology › Liver physiology and pathology
- Health Sciences › Medicine › Surgery › Organ Transplantation Techniques and Outcomes
- Keywords
- epithelial progenitors, cholangiocytes, Kupffer cells, liver endothelial cells, TROP2, hepatocellular carcinoma, liver zonation
- MeSH terms
- RNA-Seq, Adult, Animals, Antigens, Neoplasm, Chimera, Epithelial Cells, Female, Gene Expression Regulation, Carcinoma, Hepatocellular, Humans, Liver, Male, Organoids, Stem Cells, Reproducibility of Results, Cell Adhesion Molecules, RNA, Small Cytoplasmic, Hepatocytes, Endothelial Cells, Mice
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