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Cited by 874

The DOI matches its Crossref record; 94 of the 94 references it cites were found in a registry or an index.

Spatially organized multicellular immune hubs in human colorectal cancer

Open access
Pelka, Karin, Hofree, Matan, Chen, Jonathan H., Sarkizova, Siranush, Pirl, Joshua D., Jorgji, Vjola, Bejnood, Alborz, Dionne, Danielle, Ge, William H., Xu, Katherine H., Chao, Sherry X., Zollinger, Daniel R., Lieb, David J., Reeves, Jason W., Fuhrman, Christopher A., Hoang, Margaret L., Delorey, Toni, Nguyen, Lan T., Waldman, Julia, Klapholz, Max, Wakiro, Isaac, Cohen, Ofir, Albers, Julian, Smillie, Christopher S., Cuoco, Michael S., Wu, Jingyi, Su, Mei-ju, Yeung, Jason, Vijaykumar, Brinda, Magnuson, Angela M., Asinovski, Natasha, Moll, Tabea, Goder-Reiser, Max N., Applebaum, Anise S., Brais, Lauren K., DelloStritto, Laura K., Denning, Sarah L., Phillips, Susannah T., Hill, Emma K., Meehan, Julia K., Frederick, Dennie T., Sharova, Tatyana, Kanodia, Abhay, Todres, Ellen Z., Jané-Valbuena, Judit, Biton, Moshe, Izar, Benjamin, Lambden, Conner D., Clancy, Thomas E., Bleday, Ronald, Melnitchouk, Nelya, Irani, Jennifer, Kunitake, Hiroko, Berger, David L., Srivastava, Amitabh, Hornick, Jason L., Ogino, Shuji, Rotem, Asaf, Vigneau, Sébastien, Johnson, Bruce E., Corcoran, Ryan B., Sharpe, Arlene H., Kuchroo, Vijay K., Ng, Kimmie, Giannakis, Marios, Nieman, Linda T., Boland, Genevieve M., Aguirre, Andrew J., Anderson, Ana C., Rozenblatt-Rosen, Orit, Regev, Aviv, Hacohen, Nir·2021·Cell

Abstract

Immune responses to cancer are highly variable, with mismatch repair-deficient (MMRd) tumors exhibiting more anti-tumor immunity than mismatch repair-proficient (MMRp) tumors. To understand the rules governing these varied responses, we transcriptionally profiled 371,223 cells from colorectal tumors and adjacent normal tissues of 28 MMRp and 34 MMRd individuals. Analysis of 88 cell subsets and their 204 associated gene expression programs revealed extensive transcriptional and spatial remodeling across tumors. To discover hubs of interacting malignant and immune cells, we identified expression programs in different cell types that co-varied across tumors from affected individuals and used spatial profiling to localize coordinated programs. We discovered a myeloid cell-attracting hub at the tumor-luminal interface associated with tissue damage and an MMRd-enriched immune hub within the tumor, with activated T cells together with malignant and myeloid cells expressing T cell-attracting chemokines. By identifying interacting cellular programs, we reveal the logic underlying spatially organized immune-malignant cell networks.

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Authors
Pelka, K., Hofree, M., Chen, J. H., Sarkizova, S., Pirl, J. D., Jorgji, V., Bejnood, A., Dionne, D., Ge, W. H., Xu, K. H., Chao, S. X., Zollinger, D. R., Lieb, D. J., Reeves, J. W., Fuhrman, C. A., Hoang, M. L., Delorey, T., Nguyen, L. T., Waldman, J., Klapholz, M., Wakiro, I., Cohen, O., Albers, J., Smillie, C. S., Cuoco, M. S., Wu, J., Su, M.-J., Yeung, J., Vijaykumar, B., Magnuson, A. M., Asinovski, N., Moll, T., Goder-Reiser, M. N., Applebaum, A. S., Brais, L. K., DelloStritto, L. K., Denning, S. L., Phillips, S. T., Hill, E. K., Meehan, J. K., Frederick, D. T., Sharova, T., Kanodia, A., Todres, E. Z., Jané-Valbuena, J., Biton, M., Izar, B., Lambden, C. D., Clancy, T. E., Bleday, R., Melnitchouk, N., Irani, J., Kunitake, H., Berger, D. L., Srivastava, A., Hornick, J. L., Ogino, S., Rotem, A., Vigneau, S., Johnson, B. E., Corcoran, R. B., Sharpe, A. H., Kuchroo, V. K., Ng, K., Giannakis, M., Nieman, L. T., Boland, G. M., Aguirre, A. J., Anderson, A. C., Rozenblatt-Rosen, O., Regev, A., & Hacohen, N.
Venue
Cell
Publisher
Elsevier BV
Published
2021-09
Volume
184
Issue
18
Pages
4734-4752.e20
ISSN
0092-8674 (ISSN-L)
OpenAlex
W3193419934
Cited by
874
References
94
FWCI
33.02
Type
journal article
Language
en
Open access
hybrid

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CoChat. (2026). Citation check: Spatially organized multicellular immune hubs in human colorectal cancer. https://app.cochat.ai/papers/10.1016/j.cell.2021.08.003
The paper
Pelka, K., Hofree, M., Chen, J. H., Sarkizova, S., Pirl, J. D., Jorgji, V., Bejnood, A., Dionne, D., Ge, W. H., Xu, K. H., Chao, S. X., Zollinger, D. R., Lieb, D. J., Reeves, J. W., Fuhrman, C. A., Hoang, M. L., Delorey, T., Nguyen, L. T., Waldman, J., . . . Hacohen, N. (2021). Spatially organized multicellular immune hubs in human colorectal cancer. Cell. https://doi.org/10.1016/j.cell.2021.08.003

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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.