Single-cell RNA sequencing reveals profibrotic roles of distinct epithelial and mesenchymal lineages in pulmonary fibrosis
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Abstract
Single-cell RNA sequencing provides new insights into pathologic epithelial and mesenchymal remodeling in the human lung.
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Profibrotic macrophage populations dominate the immune cell landscape in IPF.
“In terms of the IPF immune cell compartment, profibrotic macrophage populations dominate the immune cell landscape in IPF (Adams et al., 2020; Habermann et al., 2020).”
From Pulmonary fibrosis: Emerging diagnostic and therapeutic strategies (2023) · cites this paper as Habermann et al., 2020
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Li, D., He, C., Wang, J., Wang, Y., Bu, J., Kong, X., & Sun, D. (2017) · Oncology Research Featuring Preclinical and Clinical Cancer Therapeutics · doi:10.3727/096504017x14973124850905 · Cited by 32 · see citing works
RetractedThe Sequence Alignment/Map format and SAMtools
Li, H., Handsaker, B., Wysoker, A., Fennell, T., Ruan, J., Homer, N., Marth, G., Abecasis, G., Durbin, R., & 1000 Genome Project Data Processing Subgroup (2009) · Bioinformatics · doi:10.1093/bioinformatics/btp352 · Cited by 62,041 · see citing works
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 · see citing works
Comprehensive Integration of Single-Cell Data
Stuart, T., Butler, A., Hoffman, P., Hafemeister, C., Papalexi, E., Mauck, W. M., Hao, Y., Stoeckius, M., Smibert, P., & Satija, R. (2019) · Cell · doi:10.1016/j.cell.2019.05.031 · Cited by 15,453 · see citing works
Heinz, S., Benner, C., Spann, N., Bertolino, E., Lin, Y. C., Laslo, P., Cheng, J. X., Murre, C., Singh, H., & Glass, C. K. (2010) · Molecular Cell · doi:10.1016/j.molcel.2010.05.004 · Cited by 13,382 · see citing works
Massively parallel digital transcriptional profiling of single cells
Zheng, G. X. Y., Terry, J. M., Belgrader, P., Ryvkin, P., Bent, Z. W., Wilson, R., Ziraldo, S. B., Wheeler, T. D., McDermott, G. P., Zhu, J., et al. (2017) · Nature Communications · doi:10.1038/ncomms14049 · Cited by 7,353 · see citing works
Highly parallel genome-wide expression profiling of individual cells using nanoliter droplets.
Macosko, E. Z., Basu, A., Satija, R., Nemesh, J., Shekhar, K., Goldman, M., Tirosh, I., Bialas, A. R., Kamitaki, N., Martersteck, E. M., et al. (2015) · Cell · doi:10.1016/j.cell.2015.05.002 · Cited by 7,110 · see citing works
Hafemeister, C., & Satija, R. (2019) · Genome Biology · doi:10.1186/s13059-019-1874-1 · Cited by 4,479 · cited 15× · see citing works
“The slingshot wrapper function was performed with the UMAP dimensionality reduction and cluster labels as in Seurat objects to identify the trajectory.”
MethodInfluentialTravis, W. D., Costabel, U., Hansell, D. M., King, T. E., Lynch, D. A., Nicholson, A. G., Ryerson, C. J., Ryu, J. H., Selman, M., Wells, A. U., et al. (2013) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.201308-1483st · Cited by 4,320 · see citing works
Self-citationLa Manno, G., Soldatov, R., Zeisel, A., Braun, E., Hochgerner, H., Petukhov, V., Lidschreiber, K., Kastriti, M. E., Lönnerberg, P., Furlan, A., et al. (2018) · Nature · doi:10.1038/s41586-018-0414-6 · Cited by 4,118 · see citing works
Droplet barcoding for single-cell transcriptomics applied to embryonic stem cells
Klein, A. M., Mazutis, L., Akartuna, I., Tallapragada, N., Veres, A., Li, V., Peshkin, L., Weitz, D. A., & Kirschner, M. W. (2015) · Cell · doi:10.1016/j.cell.2015.04.044 · Cited by 3,356 · see citing works
Slingshot: cell lineage and pseudotime inference for single-cell transcriptomics
Street, K., Risso, D., Fletcher, R. B., Das, D., Ngai, J., Yosef, N., Purdom, E., & Dudoit, S. (2018) · BMC Genomics · doi:10.1186/s12864-018-4772-0 · Cited by 3,159 · see citing works
WebGestalt 2019: gene set analysis toolkit with revamped UIs and APIs
Liao, Y., Wang, J., Jaehnig, E. J., Shi, Z., & Zhang, B. (2019) · Nucleic Acids Research · doi:10.1093/nar/gkz401 · Cited by 3,144 · see citing works
Cellular senescence: from physiology to pathology
Muñoz-Espín, D., & Serrano, M. (2014) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm3823 · Cited by 2,818 · see citing works
Identification of Bronchioalveolar Stem Cells in Normal Lung and Lung Cancer
Kim, C. F. B., Jackson, E. L., Woolfenden, A. E., Lawrence, S., Babar, I., Vogel, S., Crowley, D. G., Bronson, R. T., & Jacks, T. (2005) · Cell · doi:10.1016/j.cell.2005.03.032 · Cited by 2,196 · see citing works
Munger, J. S., Huang, X., Kawakatsu, H., Griffiths, M. J. D., Dalton, S. L., Wu, J., Pittet, J.-F., Kaminski, N., Garat, C., Matthay, M. A., et al. (1999) · Cell · doi:10.1016/s0092-8674(00)80545-0 · Cited by 2,076 · see citing works
Lederer, D. J., & Martinez, F. J. (2018) · New England Journal of Medicine · doi:10.1056/nejmra1705751 · Cited by 2,056 · see citing works
Type 2 alveolar cells are stem cells in adult lung
Barkauskas, C. E., Cronce, M. J., Rackley, C. R., Bowie, E. J., Keene, D. R., Stripp, B. R., Randell, S. H., Noble, P. W., & Hogan, B. L. M. (2013) · Journal of Clinical Investigation · doi:10.1172/jci68782 · Cited by 1,776 · cited 2× · see citing works
“This stands in contrast to genetic lineage-tracing studies performed in mouse models of PF (34, 35).”
Cellular senescence mediates fibrotic pulmonary disease
Schafer, M. J., White, T. A., Iijima, K., Haak, A. J., Ligresti, G., Atkinson, E. J., Oberg, A. L., Birch, J., Salmonowicz, H., Zhu, Y., et al. (2017) · Nature Communications · doi:10.1038/ncomms14532 · Cited by 1,613 · see citing works
Adams, T. S., Schupp, J. C., Poli, S., Ayaub, E. A., Neumark, N., Ahangari, F., Chu, S. G., Raby, B. A., DeIuliis, G., Januszyk, M., et al. (2020) · Science Advances · doi:10.1126/sciadv.aba1983 · Cited by 1,420 · 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
Kim, K. K., Kugler, M. C., Wolters, P. J., Robillard, L., Galvez, M. G., Brumwell, A. N., Sheppard, D., & Chapman, H. A. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0605669103 · Cited by 1,257 · see citing works
Reyfman, P. A., Walter, J. M., Joshi, N., Anekalla, K. R., McQuattie-Pimentel, A. C., Chiu, S., Fernandez, R., Akbarpour, M., Chen, C.-I., Ren, Z., et al. (2019) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.201712-2410oc · Cited by 1,203 · see citing works
A Common MUC5B Promoter Polymorphism and Pulmonary Fibrosis
Seibold, M. A., Wise, A. L., Speer, M. C., Steele, M. P., Brown, K. M., Loyd, J. E., Fingerlin, T. E., Zhang, W., Guðmundsson, G., Groshong, S. D., et al. (2011) · New England Journal of Medicine · doi:10.1056/nejmoa1013660 · Cited by 1,203 · see citing works
Self-citationA single-cell atlas of the airway epithelium reveals the CFTR-rich pulmonary ionocyte
Plasschaert, L. W., Žilionis, R., Choo-Wing, R., Savova, V., Knehr, J., Roma, G., Klein, A. M., & Jaffe, A. B. (2018) · Nature · doi:10.1038/s41586-018-0394-6 · Cited by 1,047 · see citing works
Rock, J. R., Barkauskas, C. E., Cronce, M. J., Xue, Y., Harris, J. R., Liang, J., Noble, P. W., & Hogan, B. L. M. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1117988108 · Cited by 1,033 · see citing works
A cellular census of human lungs identifies novel cell states in health and in asthma
Vieira Braga, F. A., Kar, G., Berg, M., Carpaij, O. A., Polanski, K., Simon, L. M., Brouwer, S., Gomes, T., Hesse, L., Jiang, J., et al. (2019) · Nature Medicine · doi:10.1038/s41591-019-0468-5 · Cited by 896 · see citing works
Proliferating SPP1/MERTK-expressing macrophages in idiopathic pulmonary fibrosis
Morse, C., Tabib, T., Sembrat, J., Buschur, K. L., Bittar, H. E. T., Valenzi, E., Jiang, Y., Kass, D. J., Gibson, K. F., Chen, W., et al. (2019) · European Respiratory Journal · doi:10.1183/13993003.02441-2018 · Cited by 832 · see citing works
Genome-wide association study identifies multiple susceptibility loci for pulmonary fibrosis
Fingerlin, T. E., Murphy, E., Zhang, W., Peljto, A. L., Brown, K. K., Steele, M. P., Loyd, J. E., Cosgrove, G. P., Lynch, D., Groshong, S., et al. (2013) · Nature Genetics · doi:10.1038/ng.2609 · Cited by 809 · see citing works
Self-citationBooth, A. J., Hadley, R., Cornett, A. M., Dreffs, A. A., Matthes, S. A., Tsui, J. L., Weiss, K., Horowitz, J. C., Fiore, V. F., Barker, T. H., et al. (2012) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.201204-0754oc · Cited by 665 · see citing works
Lineage-negative progenitors mobilize to regenerate lung epithelium after major injury
Vaughan, A. E., Brumwell, A. N., Xi, Y., Gotts, J. E., Brownfield, D., Treutlein, B., Tan, K., Tan, V. M., Liu, F. C., Looney, M. R., et al. (2014) · Nature · doi:10.1038/nature14112 · Cited by 662 · see citing works
Thomas, A. Q., Lane, K., Phillips, J., Prince, M., Markin, C., Speer, M., Schwartz, D. A., Gaddipati, R., Marney, A., Johnson, J., et al. (2002) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.200112-123oc · Cited by 641 · see citing works
Self-citationMMP1 and MMP7 as Potential Peripheral Blood Biomarkers in Idiopathic Pulmonary Fibrosis
Rosas, I. O., Richards, T. J., Konishi, K., Zhang, Y., Gibson, K., Lokshin, A. E., Lindell, K. O., Cisneros, J., MacDonald, S. D., Pardo, A., et al. (2008) · PLoS Medicine · doi:10.1371/journal.pmed.0050093 · Cited by 582 · see citing works
Xu, Y. J., Mizuno, T., Sridharan, A., Du, Y., Guo, M., Tang, J., Wikenheiser‐Brokamp, K. A., Perl, A. T., Funari, V. A., Gokey, J. J., et al. (2016) · JCI Insight · doi:10.1172/jci.insight.90558 · Cited by 571 · see citing works
Kobayashi, Y., Tata, A., Konkimalla, A., Katsura, H., Lee, R. F., Ou, J., Banovich, N. E., Kropski, J. A., & Tata, P. R. (2020) · Nature Cell Biology · doi:10.1038/s41556-020-0542-8 · Cited by 559 · see citing works
Self-citationp63+Krt5+ distal airway stem cells are essential for lung regeneration
Zuo, W., Zhang, T., Wu, D. Z., Guan, S. P., Liew, A.-A., Yamamoto, Y., Wang, X., Lim, S. J., Vincent, M., Lessard, M. D., et al. (2014) · Nature · doi:10.1038/nature13903 · Cited by 525 · see citing works
Genetic Defects in Surfactant Protein A2 Are Associated with Pulmonary Fibrosis and Lung Cancer
Wang, Y., Kuan, P. J., Xing, C., Cronkhite, J. T., Torres, F., Rosenblatt, R. L., DiMaio, J. M., Kinch, L. N., Grishin, N. V., & Garcia, C. K. (2008) · The American Journal of Human Genetics · doi:10.1016/j.ajhg.2008.11.010 · Cited by 496 · see citing works
Gene Expression Profiles Distinguish Idiopathic Pulmonary Fibrosis from Hypersensitivity Pneumonitis
Selman, M., Pardo, A., Barrera, L., Estrada, A., Watson, S. R., Wilson, K., Aziz, N. A., Kaminski, N., & Zlotnik, A. (2005) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.200504-644oc · Cited by 455 · see citing works
Animal Models of Fibrotic Lung Disease
Moore, B. B., Lawson, W. E., Oury, T. D., Sisson, T. H., Raghavendran, K., & Hogaboam, C. M. (2013) · American Journal of Respiratory Cell and Molecular Biology · doi:10.1165/rcmb.2013-0094tr · Cited by 417 · see citing works
Contribution of Epithelial-derived Fibroblasts to Bleomycin-induced Lung Fibrosis
Tanjore, H., Xu, X. C., Polosukhin, V. V., Degryse, A. L., Li, B., Han, W., Sherrill, T. P., Plieth, D., Neilson, E. G., Blackwell, T. S., et al. (2009) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.200903-0322oc · Cited by 405 · see citing works
Self-citationMicrofluidic Single-Cell mRNA Isolation and Analysis
Marcus, J. S., Anderson, W. F., & Quake, S. R. (2006) · Analytical Chemistry · doi:10.1021/ac0519460 · Cited by 351 · see citing works
Gene Expression Profiles of Acute Exacerbations of Idiopathic Pulmonary Fibrosis
Konishi, K., Gibson, K. F., Lindell, K. O., Richards, T. J., Zhang, Y., Dhir, R., Bisceglia, M., Gilbert, S., Yousem, S. A., Song, J. W., et al. (2009) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.200810-1596oc · Cited by 334 · see citing works
Idiopathic pulmonary fibrosis: Epithelial-mesenchymal interactions and emerging therapeutic targets
Hewlett, J. C., Kropski, J. A., & Blackwell, T. S. (2018) · Matrix Biology · doi:10.1016/j.matbio.2018.03.021 · Cited by 327 · see citing works
Self-citationLung regeneration by multipotent stem cells residing at the bronchioalveolar-duct junction
Liu, Q., Liu, K., Cui, G., Huang, X., Yao, S., Guo, W., Qin, Z., Li, Y., Yang, R., Pu, W., et al. (2019) · Nature Genetics · doi:10.1038/s41588-019-0346-6 · Cited by 320 · see citing works
Local lung hypoxia determines epithelial fate decisions during alveolar regeneration
Xi, Y., Kim, T., Brumwell, A. N., Driver, I. H., Wei, Y., Tan, V. M., Jackson, J., Xu, J., Lee, D.-K., Gotts, J. E., et al. (2017) · Nature Cell Biology · doi:10.1038/ncb3580 · Cited by 268 · see citing works
Sox9 plays multiple roles in the lung epithelium during branching morphogenesis
Rockich, B. E., Hrycaj, S., Shih, H.-P., Nagy, M. S., Ferguson, M. A. H., Kopp, J. L., Sander, M., Wellik, D. M., & Spence, J. R. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1311847110 · Cited by 267 · see citing works
Zhou, B., Liu, Y., Kahn, M., Ann, D. K., Han, A., Wang, H., Nguyen, C., Flodby, P., Zhong, Q., Krishnaveni, M. S., et al. (2012) · Journal of Biological Chemistry · doi:10.1074/jbc.m111.276311 · Cited by 260 · see citing works
Yang, I. V., Coldren, C. D., Leach, S. M., Seibold, M. A., Murphy, E., Lin, J., Rosen, R. Z., Neidermyer, A. J., McKean, D. F., Groshong, S. D., et al. (2013) · Thorax · doi:10.1136/thoraxjnl-2012-202943 · Cited by 244 · see citing works
Tanjore, H., Cheng, D., Degryse, A. L., Zoz, D. F., Abdolrasulnia, R., Lawson, W. E., & Blackwell, T. S. (2011) · Journal of Biological Chemistry · doi:10.1074/jbc.m110.181164 · Cited by 231 · see citing works
Self-citationThe genetic basis of idiopathic pulmonary fibrosis
Kropski, J. A., Blackwell, T. S., & Loyd, J. E. (2015) · European Respiratory Journal · doi:10.1183/09031936.00163814 · Cited by 193 · see citing works
Self-citationBronchioalveolar stem cells are a main source for regeneration of distal lung epithelia in vivo
Salwig, I., Spitznagel, B., Vazquez‐Armendariz, A. I., Khalooghi, K., Günther, S., Herold, S., Szibor, M., & Braun, T. W. (2019) · The EMBO Journal · doi:10.15252/embj.2019102099 · Cited by 192 · see citing works
A Novel Genomic Signature with Translational Significance for Human Idiopathic Pulmonary Fibrosis
Bauer, Y., Tedrow, J., de Bernard, S., Birker-Robaczewska, M., Gibson, K. F., Guardela, B. J., Hess, P., Klenk, A., Lindell, K. O., Poirey, S., et al. (2015) · American Journal of Respiratory Cell and Molecular Biology · doi:10.1165/rcmb.2013-0310oc · Cited by 182 · see citing works
Kropski, J. A., Pritchett, J. M., Zoz, D. F., Crossno, P. F., Markin, C. R., Garnett, E. T., Degryse, A. L., Mitchell, D. B., Polosukhin, V. V., Rickman, O. B., et al. (2014) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.201406-1162oc · Cited by 178 · see citing works
Self-citationMarmai, C., Sutherland, R. E., Kim, K. K., Dolganov, G., Fang, X., Kim, S. S., Jiang, S., Golden, J. A., Hoopes, C. W., Matthay, M. A., et al. (2011) · American Journal of Physiology-Lung Cellular and Molecular Physiology · doi:10.1152/ajplung.00212.2010 · Cited by 173 · see citing works
Idiopathic pulmonary fibrosis: new insights in its pathogenesis
Pardo, A., & Selman, M. (2002) · The International Journal of Biochemistry & Cell Biology · doi:10.1016/s1357-2725(02)00091-2 · Cited by 140 · see citing works
Kim, S. Y., Diggans, J., Pankratz, D., Huang, J., Pagan, M., Sindy, N., Tom, E., Anderson, J. D., Choi, Y., Lynch, D. A., et al. (2015) · The Lancet Respiratory Medicine · doi:10.1016/s2213-2600(15)00140-x · Cited by 137 · see citing works
TooManyCells identifies and visualizes relationships of single-cell clades
Schwartz, G. W., Zhou, Y., Petrovic, J., Fasolino, M., Xu, L., Shaffer, S. M., Pear, W. S., Vahedi, G., & Faryabi, R. B. (2020) · Nature Methods · doi:10.1038/s41592-020-0748-5 · Cited by 90 · see citing works
Sheppard, D. (2015) · Annals of the American Thoracic Society · doi:10.1513/annalsats.201406-245mg · Cited by 81 · see citing works
Li, Y., Chen, P., Zu, L., et al. (2016) · PubMed · Cited by 77 · see citing works
Vukmirovic, M., Herazo‐Maya, J. D., Blackmon, J., Škodrić-Trifunović, V., Jovanović, D. J., Pavlović, S., Stojšić, J. M., Zeljković, V., Yan, X., Homer, R., et al. (2017) · BMC Pulmonary Medicine · doi:10.1186/s12890-016-0356-4 · Cited by 64 · see citing works
Risso, D., Purvis, L., Fletcher, R. B., Das, D., Ngai, J., Dudoit, S., & Purdom, E. A. (2018) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1006378 · Cited by 63 · see citing works
The Role of Sox Genes in Lung Morphogenesis and Cancer
Zhu, Y., Li, Y., Wei, J., & Liu, X. (2012) · International Journal of Molecular Sciences · doi:10.3390/ijms131215767 · Cited by 53 · see citing works
Khatri, A., Kraft, B. D., Tata, P. R., Randell, S. H., Piantadosi, C. A., & Pendergast, A. M. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1816030116 · Cited by 18 · see citing works
MicroRNA-204 targets SOX4 to inhibit metastasis of lung adenocarcinoma.
Wb, H., Wang, L., Xr, H., et al. (2019) · PubMed · doi:10.26355/eurrev_201902_17114 · Cited by 12 · see citing works
Pan, B., Xue, X., Zhang, D., et al. (2017) · International Journal of Molecular Medicine · doi:10.3892/ijmm.2017.3171 · Cited by 11 · see citing works
Flagged first, then by citations
Research works printed but not linked: 4
- [38]M. Strunz, L. M. Simon, M. Ansari, L. F. Mattner, I. Angelidis, C. H. Mayr, J. Kathiriya, M. Yee, P. Ogar, A. Sengupta, I. Kukhtevich, R. Schneider, Z. Zhao, J. H. L. Neumann, J. Behr, C. Voss, T. Stöger, M. Lehmann, M. Königshoff, G. Burgstaller, M. O’Reilly, H. A. Chapman, F. J. Theis, H. B. Schiller, Longitudinal single cell transcriptomics reveals Krt8+ alveolar epithelial progenitors in lung regeneration. bioRxiv 705244 [Preprint]. 17 July 2019.
- [48]K. J. Travaglini, A. N. Nabhan, L. Penland, R. Sinha, A. Gillich, R. V. Sit, S. Chang, S. D. Conley, Y. Mori, J. Seita, G. J. Berry, J. B. Shrager, R. J. Metzger, C. S. Kuo, N. Neff, I. L. Weissman, S. R. Quake, M. A. Krasnow, A molecular cell atlas of the human lung from single cell RNA sequencing. bioRxiv 742320 [Preprint]. 27 August 2019.
- [55]Willis B. C., Liebler J. M., Luby-Phelps K., Nicholson A. G., Crandall E. D., du Bois R. M., Borok Z., Induction of epithelial-mesenchymal transition in alveolar epithelial cells by transforming growth factor-β1: Potential role in idiopathic pulmonary fibrosis. Am. J. Pathol. 166, 1321– 1332 (2005). 15855634 PMC1606388
- [67]Y. Wang, R. Wang, S. Zhang, S. Song, C. Jiang, G. Han, M. Wang, J. Ajani, A. Futreal, L. Wang, iTALK: An R package to characterize and illustrate intercellular communication. bioRxiv 507871 [Preprint]. 4 January 2019.
Cited by
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Raghu, G., Remy-Jardin, M., Richeldi, L., Thomson, C. C., Inoue, Y., Johkoh, T., Kreuter, M., Lynch, D. A., Maher, T. M., Martinez, F. J., et al. (2022) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.202202-0399st · Cited by 2,957 · see citing works
Transfer learning enables predictions in network biology
Theodoris, C. V., Xiao, L., Chopra, A., Chaffin, M. D., Al Sayed, Z. R., Hill, M. C., Mantineo, H., Brydon, E. M., Zeng, Z., Liu, X. S., et al. (2023) · Nature · doi:10.1038/s41586-023-06139-9 · Cited by 1,193 · see citing works
Kobayashi, Y., Tata, A., Konkimalla, A., Katsura, H., Lee, R. F., Ou, J., Banovich, N. E., Kropski, J. A., & Tata, P. R. (2020) · Nature Cell Biology · doi:10.1038/s41556-020-0542-8 · Cited by 559 · see citing works
Self-citationIntegrated Single-Cell Atlas of Endothelial Cells of the Human Lung
Schupp, J. C., Adams, T. S., Cosme, C., Raredon, M. S. B., Yuan, Y., Omote, N., Poli, S., Chioccioli, M., Rose, K.-A., Manning, E. P., et al. (2021) · Circulation · doi:10.1161/circulationaha.120.052318 · Cited by 453 · see citing works
Self-citationKatsura, H., Sontake, V., Tata, A., Kobayashi, Y., Edwards, C. E., Heaton, B. E., Konkimalla, A., Asakura, T., Mikami, Y., Fritch, E. J., et al. (2020) · Cell Stem Cell · doi:10.1016/j.stem.2020.10.005 · Cited by 416 · see citing works
Identification of a broadly fibrogenic macrophage subset induced by type 3 inflammation
Fabre, T., Barron, A. M. S., Christensen, S. M., Asano, S., Bound, K., Lech, M. P., Wadsworth, M. H., Chen, X., Wang, C., Wang, J., et al. (2023) · Science Immunology · doi:10.1126/sciimmunol.add8945 · Cited by 355 · see citing works
Three-dimensional human alveolar stem cell culture models reveal infection response to SARS-CoV-2
Youk, J., Kim, T., Evans, K. V., Jeong, Y.-I., Hur, Y., Hong, S. P., Kim, J. H., Yi, K., Kim, S. Y., Na, K. J., et al. (2020) · Cell Stem Cell · doi:10.1016/j.stem.2020.10.004 · Cited by 266 · see citing works
The lung microenvironment shapes a dysfunctional response of alveolar macrophages in aging
McQuattie-Pimentel, A. C., Ren, Z., Joshi, N., Watanabe, S., Stoeger, T., Chi, M., Lu, Z., Sichizya, L., Aillon, R. P., Chen, C.-I., et al. (2021) · Journal of Clinical Investigation · doi:10.1172/jci140299 · Cited by 177 · see citing works
Multipotent stromal cells: One name, multiple identities
Soliman, H., Theret, M., Scott, W., Hill, L., Underhill, T. M., Hinz, B., & Rossi, F. M. V. (2021) · Cell Stem Cell · doi:10.1016/j.stem.2021.09.001 · Cited by 147 · see citing works
Oncogenic KRAS Drives Lipofibrogenesis to Promote Angiogenesis and Colon Cancer Progression
Hsu, W.-H., LaBella, K. A., Lin, Y., Xu, P., Lee, R., Hsieh, C.-E., Yang, L., Zhou, A., Blecher, J. M., Wu, C.-J., et al. (2023) · Cancer Discovery · doi:10.1158/2159-8290.cd-22-1467 · Cited by 125 · see citing works
Myofibroblast YAP/TAZ activation is a key step in organ fibrogenesis
He, X., Tolosa, M. F., Zhang, T., Goru, S. K., Ulloa Severino, L., Misra, P. S., McEvoy, C. M., Caldwell, L., Szeto, S. G., Gao, F., et al. (2022) · JCI Insight · doi:10.1172/jci.insight.146243 · Cited by 106 · see citing works
Nicheformer: a foundation model for single-cell and spatial omics
Tejada-Lapuerta, A., Schaar, A. C., Gutgesell, R., Palla, G., Halle, L., Minaeva, M., Vornholz, L., Dony, L., Drummer, F., Richter, T., et al. (2025) · Nature Methods · doi:10.1038/s41592-025-02814-z · Cited by 100 · see citing works
Cherry, C., Andorko, J. I., Krishnan, K., Mejías, J. C., Nguyen, H. H., Stivers, K. B., Gray-Gaillard, E. F., Ruta, A., Han, J., Hamada, N., et al. (2023) · GeroScience · doi:10.1007/s11357-023-00785-7 · Cited by 66 · see citing works
LungMAP Portal Ecosystem: Systems-level Exploration of the Lung
Gaddis, N., Fortriede, J., Guo, M., Bardes, E. E., Kouril, M., Tabar, S., Burns, K., Ardini-Poleske, M. E., Loos, S., Schnell, D., et al. (2024) · American Journal of Respiratory Cell and Molecular Biology · doi:10.1165/rcmb.2022-0165oc · Cited by 62 · see citing works
Chen, Y., Wang, T., Liang, F., Han, J., Lou, Z., Yu, Y., Li, J., Zhan, T., Gu, Y., Dong, L., et al. (2024) · Theranostics · doi:10.7150/thno.94482 · Cited by 56 · see citing works
“Based on the reported single-cell sequencing results (GSE135893) [39], the cells in the lung were identified into 31 different cell populations.”
Pulmonary fibrosis: Emerging diagnostic and therapeutic strategies
Selvarajah, B., Platé, M., & Chambers, R. C. (2023) · Molecular Aspects of Medicine · doi:10.1016/j.mam.2023.101227 · Cited by 57 · 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
Reininger, D., Fundel‐Clemens, K., Mayr, C. H., Wollin, L., Laemmle, B., Quast, K., Nickolaus, P., & Herrmann, F. E. (2024) · British Journal of Pharmacology · doi:10.1111/bph.17303 · Cited by 48 · see citing works
“This kind of in vitro research is currently attracting significant attention, indicating that new tools in this field are likely to emerge in the near future (Burgess et al., 2024; Habermann et al., 2020; Konishi et al., 2022).”
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
Suzuki, T., Kropski, J. A., Chen, J., Carrier, E. J., Chen, X., Sherrill, T. P., Winters, N. I., Camarata, J. E., Polosukhin, V. V., Han, W., et al. (2022) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.202106-1503oc · Cited by 24 · see citing works
Self-citationCellDrift: inferring perturbation responses in temporally sampled single-cell data
Jin, K., Schnell, D., Li, G., Salomonis, N., Prasath, V. B. S., Szczesniak, R., & Aronow, B. J. (2022) · Briefings in Bioinformatics · doi:10.1093/bib/bbac324 · Cited by 11 · see citing works
Zheng, Y., Schupp, J., Adams, T., Clair, G., Justet, A., Ahangari, F., Yan, X., Hansen, P., Carlon, M., Cortesi, E., et al. (2023) · doi:10.21203/rs.3.rs-3676579/v1 · Cited by 34 · see citing works
Yan, T., Liu, J., Liu, Y., Gu, W., Liu, J., Li, Y., Lv, R., Zhang, C., Ding, J., Zha, C., et al. (2026) · Molecular Biomedicine · doi:10.1186/s43556-026-00542-0
- Authors
- Habermann, A. C., Gutierrez, A. J., Bui, L. T., Yahn, S. L., Winters, N. I., Calvi, C. L., Peter, L., Chung, M.-I., Taylor, C. J., Jetter, C., Raju, L., Roberson, J., Ding, G., Wood, L., Sucre, J. M. S., Richmond, B. W., Serezani, A. P., McDonnell, W. J., Mallal, S. B., Bacchetta, M. J., Loyd, J. E., Shaver, C. M., Ware, L. B., Bremner, R., Walia, R., Blackwell, T. S., Banovich, N. E., & Kropski, J. A.
- Affiliations
- Vanderbilt University Medical Center (US)
- Translational Genomics Research Institute (US)
- Department of Thoracic Disease and Transplantation, Norton Thoracic Institute, Phoenix, AZ, USA.
- Nashville VA Medical Center (US)
- Vanderbilt University (US)
- Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, TN, USA.
- Corresponding author
- Banovich, Nicholas E.
- Kropski, Jonathan A.
- ORCID
- Habermann, Arun C.
- Gutierrez, Austin J.
- Bui, Linh T.
- Yahn, Stephanie L.
- Peter, Lance
- Taylor, Chase J.
- Jetter, Christopher
- Raju, Latha
- Wood, Lori
- Sucre, Jennifer M. S.
- Richmond, Bradley W.
- Serezani, Ana P.
- McDonnell, Wyatt J.
- Loyd, James E.
- Shaver, Ciara M.
- Ware, Lorraine B.
- Bremner, Ross
- Walia, Rajat
- Blackwell, Timothy S.
- Banovich, Nicholas E.
- Kropski, Jonathan A.
- Venue
- Science Advances
- Published
- 2020-07-10
- Volume
- 6
- Issue
- 28
- Pages
- eaba1972-eaba1972
- ISSN
- 2375-2548 (ISSN-L)
- PMC
- PMC7439444
- OpenAlex
- W3040876684
- Cited by
- 1,129
- References
- 65
- Citations by year
- 2026: 195 · 2025: 211 · 2024: 196 · 2023: 177 · 2022: 165 · 2021: 120 · 2020: 60 · 2019: 3
- FWCI
- 73.47
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Science Advances (publishedVersion, cc-by-nc)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- Murdoch University Research Portal (submittedVersion)
- Funders
- National Heart, Lung, and Blood Institute (K08HL130595, P01HL92870, R01HL145372)
- Doris Duke Charitable Foundation
- Topics
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Single-cell and spatial transcriptomics
- Health Sciences › Medicine › Surgery › Transplantation: Methods and Outcomes
- Keywords
- pulmonary fibrosis, fibroblast subtypes, extracellular matrix expansion, distal lung epithelium, epithelial-mesenchymal plasticity, single-cell transcriptomics, lung fibrosis pathogenesis
- MeSH terms
- Extracellular Matrix, Fibrosis, Humans, Lung, Pulmonary Fibrosis, Sequence Analysis, RNA
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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