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Kupffer cells abrogate homing and repopulation of allogeneic hepatic progenitors in injured liver site
Open accessAbstract
Background: Allogeneic hepatocyte transplantation is an emerging approach to treat acute liver defects. However, durable engraftment of the transplanted cells remains a daunting task, as they are actively cleared by the recipient’s immune system. Therefore, a detailed understanding of the innate or adaptive immune cells-derived responses against allogeneic transplanted hepatic cells is the key to rationalize cell-based therapies. Methods: Here, we induced an acute inflammatory regenerative niche (3–96 h) on the surface of the liver by the application of cryo-injury (CI) to systematically evaluate the innate immune response against transplanted allogeneic hepatic progenitors in a sustained micro-inflammatory environment. Results: The resulting data highlighted that the injured site was significantly repopulated by alternating numbers of innate immune cells, including neutrophils, monocytes and Kupffer cells (KCs), from 3 to 96 h. The transplanted allo-HPs, engrafted 6 h post-injury, were collectively eliminated by the innate immune response within 24 h of transplantation. Selective depletion of the KCs demonstrated a delayed recruitment of monocytes from day 2 to day 6. In addition, the intrasplenic engraftment of the hepatic progenitors 54 h post-transplantation was dismantled by KCs, while a time-dependent better survival and translocation of the transplanted cells into the injured site could be observed in samples devoid of KCs. Conclusion: Overall, this study provides evidence that KCs ablation enables a better survival and integration of allo-HPs in a sustained liver inflammatory environment, having implications for rationalizing the cell-based therapeutic interventions against liver defects.
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“Consequently, KCs depletion impairs these MoMFs response (21, 30).”
From Macrophage duality in liver diseases: heterogeneity, plasticity, and the quest for precision therapeutics (2026) · cites this paper as [30]
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Cites
Fate Mapping Reveals Origins and Dynamics of Monocytes and Tissue Macrophages under Homeostasis
Yona, S., Kim, K.-W., Wolf, Y., Mildner, A., Varol, D., Breker, M., Strauss-Ayali, D., Viukov, S., Guilliams, M., Misharin, A., et al. (2013) · Immunity · doi:10.1016/j.immuni.2012.12.001 · Cited by 3,245
A Lineage of Myeloid Cells Independent of Myb and Hematopoietic Stem Cells
Schulz, C., Perdiguero, E. G., Chorro, L., Szabo-Rogers, H., Cagnard, N., Kierdorf, K., Prinz, M., Wu, B., Jacobsen, S. E. W., Pollard, J. W., et al. (2012) · Science · doi:10.1126/science.1219179 · Cited by 2,578
van Rooijen, N., & Sanders, A. (1994) · Journal of Immunological Methods · doi:10.1016/0022-1759(94)90012-4 · Cited by 1,763
Liver inflammation and fibrosis
Koyama, Y., & Brenner, D. A. (2017) · Journal of Clinical Investigation · doi:10.1172/jci88881 · Cited by 1,295 · cited 1×
“Since wound repair is the manifestation of trans-differentiated HSCs into collagen-producing myofibroblasts after an injury [51, 52], the αSMA IHC analysis revealed active HSCs appeared in injured site at 24 h post-injury, it was 12 h later compared to appearance of KCs (Fig.”
ResultTreatment of the Crigler–Najjar Syndrome Type I with Hepatocyte Transplantation
Fox, I. J., Chowdhury, J. R., Kaufman, S. S., Goertzen, T. C., Chowdhury, N. R., Warkentin, P. I., Dorko, K., Sauter, B. V., & Strom, S. C. (1998) · New England Journal of Medicine · doi:10.1056/nejm199805143382004 · Cited by 1,022
Bone marrow-derived monocytes give rise to self-renewing and fully differentiated Kupffer cells
Scott, C. L., Zheng, F., De Baetselier, P., Martens, L., Saeys, Y., De Prijck, S., Lippens, S., Abels, C., Schoonooghe, S., Raes, G., et al. (2016) · Nature Communications · doi:10.1038/ncomms10321 · Cited by 860
Hepatic stellate cells in liver development, regeneration, and cancer
Yin, C., Evason, K. J., Asahina, K., & Stainier, D. Y. R. (2013) · Journal of Clinical Investigation · doi:10.1172/jci66369 · Cited by 719
Wen, Y., Lambrecht, J., Ju, C., & Tacke, F. (2021) · Cellular & Molecular Immunology · doi:10.1038/s41423-020-00558-8 · Cited by 695
Baeck, C., Wehr, A., Karlmark, K. R., Heymann, F., Vucur, M., Gassler, N., Huss, S., Klussmann, S., Eulberg, D., Luedde, T., et al. (2012) · Gut · doi:10.1136/gutjnl-2011-300304 · Cited by 609
Orthotopic liver transplantation for patients with hepatitis B virus-related liver disease
Todo, S., Demetris, A. J., Thiel, D. H. V., Teperman, L. W., Fung, J. J., & Starzl, T. E. (1991) · Hepatology · doi:10.1002/hep.1840130402 · Cited by 559
Moynihan, K. D., Opel, C. F., Szeto, G. L., Tzeng, A., Zhu, E. F., Engreitz, J., Williams, R. T., Rakhra, K., Zhang, M. H., Rothschilds, A. M., et al. (2016) · Nature Medicine · doi:10.1038/nm.4200 · Cited by 528
HEPATOCYTE TRANSPLANTATION AS A BRIDGE TO ORTHOTOPIC LIVER TRANSPLANTATION IN TERMINAL LIVER FAILURE
Strom, S. C., Fisher, R. A., Thompson, M. T., Sanyal, A. J., Cole, P. E., Ham, J. M., & Posner, M. P. (1997) · Transplantation · doi:10.1097/00007890-199702270-00014 · Cited by 516
Human Hepatocyte Transplantation: Worldwide Results
Fisher, R. A., & Strom, S. C. (2006) · Transplantation · doi:10.1097/01.tp.0000231689.44266.ac · Cited by 444
Seidman, J. S., Troutman, T. D., Sakai, M., Gola, A., Spann, N. J., Bennett, H., Bruni, C. M., Ouyang, Z., Li, R. Z., Sun, X., et al. (2020) · Immunity · doi:10.1016/j.immuni.2020.04.001 · Cited by 443
More friend than foe: the emerging role of neutrophils in tissue repair
Peiseler, M., & Kubes, P. (2019) · Journal of Clinical Investigation · doi:10.1172/jci124616 · Cited by 423
Sakai, M., Troutman, T. D., Seidman, J. S., Ouyang, Z., Spann, N. J., Abe, Y., Ego, K. M., Bruni, C. M., Deng, Z., Schlachetzki, J. C. M., et al. (2019) · Immunity · doi:10.1016/j.immuni.2019.09.002 · Cited by 418
Tran, S., Baba, I., Poupel, L., Dussaud, S., Moreau, M., Gélineau, A., Marcelin, G., Magréau-Davy, E., Ouhachi, M., Lesnik, P., et al. (2020) · Immunity · doi:10.1016/j.immuni.2020.06.003 · Cited by 400 · cited 1×
“Considering the observed poor expression of CLEC4F on Kupffer cells in various models of liver inflammation and injuries, such as NASH [36–38] and LPS [39], coupled with the documented loss of CLEC4F expression in primary Kupffer cell cultures and the complete absence of CLEC4F expression in the…”
BackgroundHuman hepatocyte transplantation: current experience and future challenges
Dhawan, A., Puppi, J., Hughes, R. D., & Mitry, R. R. (2010) · Nature Reviews Gastroenterology & Hepatology · doi:10.1038/nrgastro.2010.44 · Cited by 362
Bennet, W., Groth, C., Larsson, R. L., Nilsson, B., & Korsgren, O. (2000) · Upsala Journal of Medical Sciences · doi:10.1517/03009734000000059 · Cited by 352
Cell therapy for liver disease: From liver transplantation to cell factory
Forbes, S. J., Gupta, S. K., & Dhawan, A. K. (2015) · Journal of Hepatology · doi:10.1016/j.jhep.2015.02.040 · Cited by 332
Mechanisms of Immune-Mediated Liver Injury
Adams, D., Ju, C., Ramaiah, S. K., Uetrecht, J., & Jaeschke, H. (2010) · Toxicological Sciences · doi:10.1093/toxsci/kfq009 · Cited by 300
Gupta, S. K., Rajvanshi, P., Sokhi, R. P., Slehria, S., Yam, A., Kerr, A. S., & Novikoff, P. M. (1999) · Hepatology · doi:10.1002/hep.510290213 · Cited by 283
Innate Immune Cells in Liver Inflammation
Liaskou, E., Wilson, D. V., & Oo, Y. H. (2012) · Mediators of Inflammation · doi:10.1155/2012/949157 · Cited by 274
Acute liver failure: mechanisms of immune-mediated liver injury
Wu, Z., Han, M., Chen, T., Yan, W., & Ning, Q. (2010) · Liver International · doi:10.1111/j.1478-3231.2010.02262.x · Cited by 273
Özmen, L., Ekdahl, K. N., Elgue, G., Larsson, R. L., Korsgren, O., & Nilsson, B. (2002) · Diabetes · doi:10.2337/diabetes.51.6.1779 · Cited by 265
Katsuda, T., Kawamata, M., Hagiwara, K., Takahashi, R.-U., Yamamoto, Y., Camargo, F. D., & Ochiya, T. (2017) · Cell Stem Cell · doi:10.1016/j.stem.2016.10.007 · Cited by 260
Immunoprivileged no more: measuring the immunogenicity of allogeneic adult mesenchymal stem cells
Berglund, A. K., Fortier, L. A., Antczak, D. F., & Schnabel, L. V. (2017) · Stem Cell Research & Therapy · doi:10.1186/s13287-017-0742-8 · Cited by 250
Orthotopic Liver Transplantation for Alcoholic Liver Disease
Kumar, S., Stauber, R. E., Gavaler, J. S., Basista, M. H., Dindzans, V. J., Schade, R. R., Rabinovitz, M., Tarter, R. E., Gordon, R., Starzl, T. E., et al. (1990) · Hepatology · doi:10.1002/hep.1840110202 · Cited by 225
Human hepatocyte transplantation for liver disease: current status and future perspectives
Iansante, V, Mitry, R. R., Filippi, C., Fitzpatrick, E., & Dhawan, A. (2018) · Pediatric Research · doi:10.1038/pr.2017.284 · Cited by 225
Human hepatocyte transplantation: state of the art
Fitzpatrick, E., Mitry, R. R., & Dhawan, A. K. (2009) · Journal of Internal Medicine · doi:10.1111/j.1365-2796.2009.02152.x · Cited by 154
Kupffer cells participate in early clearance of syngeneic hepatocytes transplanted in the rat liver
Joseph, B., Malhi, H., Bhargava, K. K., Palestro, C. J., McCuskey, R. S., & Gupta, S. K. (2002) · Gastroenterology · doi:10.1053/gast.2002.36592 · Cited by 140
Chemokine-directed immune cell infiltration in acute and chronic liver disease
Karlmark, K. R., Wasmuth, H. E., Trautwein, C., & Tacke, F. (2008) · Expert Review of Gastroenterology & Hepatology · doi:10.1586/17474124.2.2.233 · Cited by 137
Auxiliary Partial Liver Transplantation for End-Stage Chronic Liver Disease
Terpstra, O. T., Schalm, S. W., Weimar, W. W., Willemse, P. J., Baumgartner, D., Groenland, T. H. N., ten Kate, F. J. W., Porte, R. J., de Rave, S., Reuvers, C. B., et al. (1988) · New England Journal of Medicine · doi:10.1056/nejm198812083192303 · Cited by 129
Yang, C.-Y., Chen, J.-B., Tsai, T., Tsai, Y.-C., Tsai, C., Liang, P., Hsu, T.-L., Wu, C.-Y., Netea, M. G., Wong, C., et al. (2013) · PLoS ONE · doi:10.1371/journal.pone.0065070 · Cited by 112
The History and Use of Human Hepatocytes for the Treatment of Liver Diseases: The First 100 Patients
Hansel, M. C., Gramignoli, R., Skvorak, K. J., Dorko, K., Marongiu, F., Blake, W. L., Davila, J., & Strom, S. C. (2014) · Current Protocols in Toxicology · doi:10.1002/0471140856.tx1412s62 · Cited by 100
Krohn, N., Kapoor, S., Enami, Y., Follenzi, A., Bandi, S., Joseph, B., & Gupta, S. K. (2009) · Gastroenterology · doi:10.1053/j.gastro.2009.01.063 · Cited by 93
The Instant Blood-Mediated Inflammatory Reaction Characterized in Hepatocyte Transplantation
Gustafson, E., Elgue, G., Hughes, R. D., Mitry, R., Sánchez, J., Haglund, U., Meurling, S., Dhawan, A., Korsgren, O., & Nilsson, B. (2011) · Transplantation · doi:10.1097/tp.0b013e31820ae459 · Cited by 88
Origin and Biology of the Allogeneic ResponsePreprint
Lakkis, F. G., & Lechler, R. I. (2013) · Cold Spring Harbor Perspectives in Medicine · doi:10.1101/cshperspect.a014993 · Cited by 84
van der Tuin, S. J. L., Zhuang, L., Berbée, J. F. P., Verkouter, I., Ringnalda, L. E., Neele, A. E., van Klinken, J. B., Rensen, S. S., Fu, J., de Winther, M. P. J., et al. (2018) · Journal of the American Heart Association · doi:10.1161/jaha.117.008105 · Cited by 83
Benten, D., Kumaran, V., Joseph, B., Schattenberg, J. M., Popov, Y. V., Schuppan, D., & Gupta, S. K. (2005) · Hepatology · doi:10.1002/hep.20889 · Cited by 79
Elsegood, C. L., Chan, C. W., Degli‐Esposti, M. A., Wikström, M. E., Domenichini, A., Lazarus, K. A., van Rooijen, N., Ganß, R., Olynyk, J. K., & Yeoh, G. C. (2015) · Hepatology · doi:10.1002/hep.27977 · Cited by 76
Role of macrophages in experimental liver injury and repair in mice (Review)
Dong, X., Liu, J., Xu, Y., & Cao, H. (2019) · Experimental and Therapeutic Medicine · doi:10.3892/etm.2019.7450 · Cited by 74
Innate Immune Cells in Immune Tolerance After Liver Transplantation
Huang, H., Lu, Y., Zhou, T., Gu, G., & Xia, Q. (2018) · Frontiers in Immunology · doi:10.3389/fimmu.2018.02401 · Cited by 72
Hepatic stem/progenitor cells and stem-cell transplantation for the treatment of liver disease
Kakinuma, S., Nakauchi, H., & Watanabe, M. (2009) · Journal of Gastroenterology · doi:10.1007/s00535-008-2297-z · Cited by 60
Feasibility of Hepatocyte Transplantation-Based Therapies for Primary Hyperoxalurias
Guha, C., Yamanouchi, K., Jiang, J., Wang, X., Chowdhury, N. R., Santana, A., Shapiro, L. J., SALIDO, E. C., & Roy‐Chowdhury, J. (2005) · American Journal of Nephrology · doi:10.1159/000085408 · Cited by 48
PATTERNS OF IMMUNE RESPONSES EVOKED BY ALLOGENEIC HEPATOCYTES
Bumgardner, G. L., Li, J., Prologo, J. D., Heininger, M., & Orosz, C. G. (1999) · Transplantation · doi:10.1097/00007890-199908270-00019 · Cited by 48
Viebahn, C. S., & Yeoh, G. C. (2008) · The International Journal of Biochemistry & Cell Biology · doi:10.1016/j.biocel.2007.11.025 · Cited by 46
Lee, C., Dhawan, A., Smith, R., Mitry, R., & Fitzpatrick, E. (2016) · Cell Transplantation · doi:10.3727/096368916x691286 · Cited by 45
Spontaneous tolerance: experience with the rat liver transplant model
Dresske, B., Lin, X., Huang, D., Zhou, X.-L., & Fändrich, F. (2002) · Human Immunology · doi:10.1016/s0198-8859(02)00448-2 · Cited by 41
Enami, Y., Bandi, S., Kapoor, S., Krohn, N., Joseph, B., & Gupta, S. K. (2009) · Gastroenterology · doi:10.1053/j.gastro.2009.03.003 · Cited by 38
Treating inborn errors of liver metabolism with stem cells: current clinical development
Sokal, E. M. (2014) · Journal of Inherited Metabolic Disease · doi:10.1007/s10545-014-9691-x · Cited by 37
Liver cell therapy and tissue engineering for transplantation
Vacanti, J. P., & Kulig, K. M. (2014) · Seminars in Pediatric Surgery · doi:10.1053/j.sempedsurg.2014.05.001 · Cited by 36
Amplification of Engrafted Hepatocytes by Preparative Manipulation of the Host Liver
Guha, C., Deb, N. J., Sappal, B. S., Ghosh, S. S., Roy‐Chowdhury, N., & Roy‐Chowdhury, J. (2001) · Artificial Organs · doi:10.1046/j.1525-1594.2001.025007522.x · Cited by 34
Baccarani, U., Adani, G. L., Sainz‐Barriga, M., Donini, A., Risaliti, A., & Bresadola, F. (2005) · Transplantation Proceedings · doi:10.1016/j.transproceed.2005.06.027 · Cited by 30
Dory, D., Echchannaoui, H., Letièmbre, M., Ferracin, F., Pieters, J., Adachi, Y., Akashi, S., Zimmerli, W., & Landmann, R. M. (2003) · Journal of Leukocyte Biology · doi:10.1189/jlb.0302133 · Cited by 29
Immunological aspects of liver cell transplantation
Oldhafer, F., Bock, M., Falk, C. S., & Vondran, F. W. R. (2016) · World Journal of Transplantation · doi:10.5500/wjt.v6.i1.42 · Cited by 29
Kupffer cells mediate the recruitment of hepatic stellate cells into the localized liver damage
Abbas, N., Getachew, A., You, K., Shah, Z., Chen, Y., Tao, J., Hussain, M., Yang, F., Zhuang, Y., Xu, Y., et al. (2020) · Biochemical and Biophysical Research Communications · doi:10.1016/j.bbrc.2020.06.041 · Cited by 28
Self-citationDusabineza, A.-C., Najimi, M., Hul, N. V., Legry, V., Khuu, D. N., van Grunsven, L. A., Sokal, E. M., & Leclercq, I. A. (2015) · Cell Transplantation · doi:10.3727/096368915x686788 · Cited by 21
SAA1/TLR2 axis directs chemotactic migration of hepatic stellate cells responding to injury
Getachew, A., Abbas, N., You, K., Yang, Z., Hussain, M., Huang, X., Cheng, Z., Tan, S., Tao, J., Yu, X., et al. (2021) · iScience · doi:10.1016/j.isci.2021.102483 · Cited by 19
Self-citationRobust expansion and functional maturation of human hepatoblasts by chemical strategy
Pan, T., Tao, J., Chen, Y., Zhang, J., Getachew, A., Zhuang, Y., Wang, N., Xu, Y., Tan, S., Fang, J., et al. (2021) · Stem Cell Research & Therapy · doi:10.1186/s13287-021-02233-9 · Cited by 16
Self-citationOlszewski, W. L., Jasklowska-Englisz, M., & Interewicz, B. (1997) · Transplantation Proceedings · doi:10.1016/s0041-1345(96)00455-1 · Cited by 16
Ghanem, L., Mansour, I., Abulata, N. N., Akl, M., Demerdash, Z. A., El-Baz, H., Mahmoud, S. S., Mohamed, S. H., Mahmoud, F. S., & Hassan, A. S. M. (2019) · Scientific Reports · doi:10.1038/s41598-018-37184-4 · Cited by 15
Repair of acute liver damage with immune evasive hESC derived hepato-blasts
Liu, J., Pan, T., Chen, Y., Liu, Y., Yang, F., Qu, C., Abbas, N., Zhong, M., Zhang, Q., Xu, Y., et al. (2020) · Stem Cell Research · doi:10.1016/j.scr.2020.102010 · Cited by 15
Self-citationPan, T., Wang, N., Zhang, J., Yang, F., Chen, Y., Zhuang, Y., Xu, Y., Ji, F., You, K., Lin, X.-H., et al. (2022) · Stem Cell Research & Therapy · doi:10.1186/s13287-022-02831-1 · Cited by 14
Self-citationOlszewski, W. L., Hiwot, H., Interewicz, B., Rudowska, A., Szyper, E., & Mecner, B. (1999) · PubMed · Cited by 13
Hong, I., Han, S., Ki, M., Moon, Y.-M., Park, J., You, S., Lee, E. M., Kim, A.-Y., Lee, E., Jeong, J.-H., et al. (2012) · Cell Transplantation · doi:10.3727/096368912x640583 · Cited by 12
Wl, O. (1994) · PubMed · Cited by 2
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Metadata
- Authors
- Abbas, N., You, K., Getachew, A., Wu, F., Hussain, M., Huang, X., Chen, Y., Pan, T., & Li, Y.
- Affiliations
- Chinese Academy of Sciences (CN)
- University of Alabama at Birmingham (US)
- New York University (US)
- Zhujiang Hospital (CN)
- Corresponding author
- Li, Yinxiong
- Venue
- Stem Cell Research & Therapy
- Published
- 2024-02-20
- Volume
- 15
- Issue
- 1
- Pages
- 48-48
- ISSN
- 1757-6512 (ISSN-L)
- PMC
- PMC10877762
- OpenAlex
- W4391965420
- Cited by
- 5
- References
- 67
- Citations by year
- 2026: 4 · 2024: 1
- FWCI
- 1.31
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Stem Cell Research & Therapy (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Funders
- National Key R&D Program of China (2019YFA0111300)
- China-New Zealand Joint Laboratory on Biomedicine and Health (2022YFE0210600)
- Guangdong Basic and Applied Basic Research Foundation (2021A1515220095)
- Guangzhou Science and technology planning project (202102021138)
- Guangzhou Science and Technology Program (2023B01J1004)
- Topics
- Health Sciences › Medicine › Hepatology › Liver physiology and pathology
- Health Sciences › Medicine › Surgery › Organ Transplantation Techniques and Outcomes
- Health Sciences › Medicine › Surgery › Tissue Engineering and Regenerative Medicine
- Keywords
- Kupffer cells, hepatocyte transplantation, cell engraftment, innate immune response, cryoinjury, liver regeneration, monocytes, neutrophils, Kupffer cell depletion, allogeneic rejection, cell therapy
- MeSH terms
- Kupffer Cells, Liver, Liver Regeneration, Hematopoietic Stem Cell Transplantation, Hepatocytes
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