Cited by 55Digestive system and related healthDevelopmental Biology and Gene RegulationCRISPR and Genetic Engineering

An organoid-based CRISPR-Cas9 screen for regulators of intestinal epithelial maturation and cell fate

Open access
Hansen, Stine L., Larsen, Hjalte L., Pikkupeura, Laura M., Maciag, Grzegorz, Guiu, Jordi, Müller, Iris, Clement, Ditte L., Mueller, Christina +4 more·2023·Science Advances

Abstract

Generation of functionally mature organs requires exquisite control of transcriptional programs governing cell state transitions during development. Despite advances in understanding the behavior of adult intestinal stem cells and their progeny, the transcriptional regulators that control the emergence of the mature intestinal phenotype remain largely unknown. Using mouse fetal and adult small intestinal organoids, we uncover transcriptional differences between the fetal and adult state and identify rare adult-like cells present in fetal organoids. This suggests that fetal organoids have an inherent potential to mature, which is locked by a regulatory program. By implementing a CRISPR-Cas9 screen targeting transcriptional regulators expressed in fetal organoids, we establish Smarca4 and Smarcc1 as important factors safeguarding the immature progenitor state. Our approach demonstrates the utility of organoid models in the identification of factors regulating cell fate and state transitions during tissue maturation and reveals that SMARCA4 and SMARCC1 prevent precocious differentiation during intestinal development.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1126/sciadv.adg4055

Cites

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • CRISPR cutting screens in 3D organoids have been implemented to explore factors such as growth factor dependency for cell growth, identify potential cancer-driving forces, and uncover key genetic events in cell differentiation.

    “Even more exciting is the implementation of CRISPR cutting screens in 3D organoids to explore factors such as growth factor dependency for cell growth14–16, identifying potential cancer-driving forces17–19, and uncovering key genetic events in cell differentiation20–22.”

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

The citation lists haven’t been fetched yet

References 57 · Cited by 55

Research works printed but not linked: 50

  1. [1]J. Guiu, K. B. Jensen, From definitive endoderm to gut-a process of growth and maturation. Stem Cells Dev. 24, 1972– 1983 (2015). 26134088
  2. [2]J. Guiu, E. Hannezo, S. Yui, S. Demharter, S. Ulyanchenko, M. Maimets, A. Jorgensen, S. Perlman, L. Lundvall, L. S. Mamsen, A. Larsen, R. H. Olesen, C. Y. Andersen, L. L. Thuesen, K. J. Hare, T. H. Pers, K. Khodosevich, B. D. Simons, K. B. Jensen, Tracing the origin of adult intestinal stem cells. Nature 570, 107– 111 (2019). 31092921 PMC6986928
  3. [3]A. M. Chin, D. R. Hill, M. Aurora, J. R. Spence, Morphogenesis and maturation of the embryonic and postnatal intestine. Semin. Cell Dev. Biol. 66, 81– 93 (2017). 28161556 PMC5487846
  4. [4]F. de Sousa E Melo, F. J. de Sauvage, Cellular plasticity in intestinal homeostasis and disease. Cell Stem Cell 24, 54– 64 (2019). 30595498
  5. [5]K. K. Banerjee, M. Saxena, N. Kumar, L. Chen, A. Cavazza, N. H. Toke, N. K. O'Neill, S. Madha, U. Jadhav, M. P. Verzi, R. A. Shivdasani, Enhancer, transcriptional, and cell fate plasticity precedes intestinal determination during endoderm development. Genes Dev. 32, 1430– 1442 (2018). 30366903 PMC6217732
  6. [6]L. Chen, N. H. Toke, S. Luo, R. P. Vasoya, R. Aita, A. Parthasarathy, Y. H. Tsai, J. R. Spence, M. P. Verzi, HNF4 factors control chromatin accessibility and are redundantly required for maturation of the fetal intestine. Development 146, dev179432 (2019). 31345929 PMC6803367
  7. [7]N. Kumar, Y. H. Tsai, L. Chen, A. Zhou, K. K. Banerjee, M. Saxena, S. Huang, N. H. Toke, J. Xing, R. A. Shivdasani, J. R. Spence, M. P. Verzi, The lineage-specific transcription factor CDX2 navigates dynamic chromatin to control distinct stages of intestine development. Development 146, dev172189 (2019). 30745430 PMC6432663
  8. [9]R. T. Zwiggelaar, H. T. Lindholm, M. Fosslie, M. Terndrup Pedersen, Y. Ohta, A. Diez-Sanchez, M. Martin-Alonso, J. Ostrop, M. Matano, N. Parmar, E. Kvaloy, R. R. Spanjers, K. Nazmi, M. Rye, F. Drablos, C. Arrowsmith, J. Arne Dahl, K. B. Jensen, T. Sato, M. J. Oudhoff, LSD1 represses a neonatal/reparative gene program in adult intestinal epithelium. Sci. Adv. 6, eabc0367 (2020). 32917713 PMC7486101
  9. [10]V. Muncan, J. Heijmans, S. D. Krasinski, N. V. Buller, M. E. Wildenberg, S. Meisner, M. Radonjic, K. A. Stapleton, W. H. Lamers, I. Biemond, M. A. van den Bergh Weerman, D. O'Carroll, J. C. Hardwick, D. W. Hommes, G. R. van den Brink, Blimp1 regulates the transition of neonatal to adult intestinal epithelium. Nat. Commun. 2, 452 (2011). 21878906 PMC3167062
  10. [11]J. Harper, A. Mould, R. M. Andrews, E. K. Bikoff, E. J. Robertson, The transcriptional repressor Blimp1/Prdm1 regulates postnatal reprogramming of intestinal enterocytes. Proc. Natl. Acad. Sci. U.S.A. 108, 10585– 10590 (2011). 21670299 PMC3127883
  11. [12]T. Sato, R. G. Vries, H. J. Snippert, M. van de Wetering, N. Barker, D. E. Stange, J. H. van Es, A. Abo, P. Kujala, P. J. Peters, H. Clevers, Single Lgr5 stem cells build crypt-villus structures in vitro without a mesenchymal niche. Nature 459, 262– 265 (2009). 19329995
  12. [14]R. P. Fordham, S. Yui, N. R. Hannan, C. Soendergaard, A. Madgwick, P. J. Schweiger, O. H. Nielsen, L. Vallier, R. A. Pedersen, T. Nakamura, M. Watanabe, K. B. Jensen, Transplantation of expanded fetal intestinal progenitors contributes to colon regeneration after injury. Cell Stem Cell 13, 734– 744 (2013). 24139758 PMC3858813
  13. [15]R. C. Mustata, G. Vasile, V. Fernandez-Vallone, S. Strollo, A. Lefort, F. Libert, D. Monteyne, D. Perez-Morga, G. Vassart, M. I. Garcia, Identification of Lgr5-independent spheroid-generating progenitors of the mouse fetal intestinal epithelium. Cell Rep. 5, 421– 432 (2013). 24139799
  14. [16]D. Serra, U. Mayr, A. Boni, I. Lukonin, M. Rempfler, L. Challet Meylan, M. B. Stadler, P. Strnad, P. Papasaikas, D. Vischi, A. Waldt, G. Roma, P. Liberali, Self-organization and symmetry breaking in intestinal organoid development. Nature 569, 66– 72 (2019). 31019299 PMC6544541
  15. [17]S. Yui, L. Azzolin, M. Maimets, M. T. Pedersen, R. P. Fordham, S. L. Hansen, H. L. Larsen, J. Guiu, M. R. P. Alves, C. F. Rundsten, J. V. Johansen, Y. Li, C. D. Madsen, T. Nakamura, M. Watanabe, O. H. Nielsen, P. J. Schweiger, S. Piccolo, K. B. Jensen, YAP/TAZ-dependent reprogramming of colonic epithelium links ECM remodeling to tissue regeneration. Cell Stem Cell 22, 35– 49.e7 (2018). 29249464 PMC5766831
  16. [18]M. E. Rothenberg, Y. Nusse, T. Kalisky, J. J. Lee, P. Dalerba, F. Scheeren, N. Lobo, S. Kulkarni, S. Sim, D. Qian, P. A. Beachy, P. J. Pasricha, S. R. Quake, M. F. Clarke, Identification of a cKit+ colonic crypt base secretory cell that supports Lgr5+ stem cells in mice. Gastroenterology 142, 1195– 1205 (2012). 22333952 PMC3911891
  17. [19]L. M. Pikkupeura, R. B. Bressan, J. Guiu, Y. Chen, M. Maimets, D. Mayer, P. J. Schweiger, S. L. Hansen, G. J. Maciag, H. L. Larsen, K. Lõhmussaar, M. T. Pedersen, J. M. Yap Teves, J. Bornholdt, V. Benes, A. Sandelin, K. B. Jensen, Transcriptional and epigenomic profiling identifies YAP signaling as a key regulator of intestinal epithelium maturation. bioRxiv, 2023.05.10.540120 (2023). PMC10337905 37436997
  18. [20]A. Radzisheuskaya, D. Shlyueva, I. Muller, K. Helin, Optimizing sgRNA position markedly improves the efficiency of CRISPR/dCas9-mediated transcriptional repression. Nucleic Acids Res. 44, e141 (2016). 27353328 PMC5062975
  19. [21]I. Muller, A. S. Moroni, D. Shlyueva, S. Sahadevan, E. M. Schoof, A. Radzisheuskaya, J. W. Hojfeldt, T. Tatar, R. P. Koche, C. Huang, K. Helin, MPP8 is essential for sustaining self-renewal of ground-state pluripotent stem cells. Nat. Commun. 12, 3034 (2021). 34031396 PMC8144423
  20. [22]C. Kadoch, G. R. Crabtree, Mammalian SWI/SNF chromatin remodeling complexes and cancer: Mechanistic insights gained from human genomics. Sci. Adv. 1, e1500447 (2015). 26601204 PMC4640607
  21. [23]Y. Takada, A. Fukuda, T. Chiba, H. Seno, Brg1 plays an essential role in development and homeostasis of the duodenum through regulation of Notch signaling. Development 143, 3532– 3539 (2016). 27510977
  22. [24]A. Z. Holik, J. Krzystyniak, M. Young, K. Richardson, T. Jarde, P. Chambon, B. Y. Shorning, A. R. Clarke, Brg1 is required for stem cell maintenance in the murine intestinal epithelium in a tissue-specific manner. Stem Cells 31, 2457– 2466 (2013). 23922304
  23. [26]M. Fukuda, T. Mizutani, W. Mochizuki, T. Matsumoto, K. Nozaki, Y. Sakamaki, S. Ichinose, Y. Okada, T. Tanaka, M. Watanabe, T. Nakamura, Small intestinal stem cell identity is maintained with functional Paneth cells in heterotopically grafted epithelium onto the colon. Genes Dev. 28, 1752– 1757 (2014). 25128495 PMC4197962
  24. [28]J. Bernier-Latmani, T. V. Petrova, Intestinal lymphatic vasculature: Structure, mechanisms and functions. Nat. Rev. Gastroenterol. Hepatol. 14, 510– 526 (2017). 28655884
  25. [29]P. Falk, K. A. Roth, J. I. Gordon, Lectins are sensitive tools for defining the differentiation programs of mouse gut epithelial cell lineages. Am. J. Physiol. 266, G987– G1003 (1994). 8023947
  26. [30]W. Gu, H. Wang, X. Huang, J. Kraiczy, P. N. P. Singh, C. Ng, S. Dagdeviren, S. Houghton, O. Pellon-Cardenas, Y. Lan, Y. Nie, J. Zhang, K. K. Banerjee, E. J. Onufer, B. W. Warner, J. Spence, E. Scherl, S. Rafii, R. T. Lee, M. P. Verzi, D. Redmond, R. Longman, K. Helin, R. A. Shivdasani, Q. Zhou, SATB2 preserves colon stem cell identity and mediates ileum-colon conversion via enhancer remodeling. Cell Stem Cell 29, 101– 115.e10 (2022). 34582804 PMC8741647
  27. [31]A. L. Haber, M. Biton, N. Rogel, R. H. Herbst, K. Shekhar, C. Smillie, G. Burgin, T. M. Delorey, M. R. Howitt, Y. Katz, I. Tirosh, S. Beyaz, D. Dionne, M. Zhang, R. Raychowdhury, W. S. Garrett, O. Rozenblatt-Rosen, H. N. Shi, O. Yilmaz, R. J. Xavier, A. Regev, A single-cell survey of the small intestinal epithelium. Nature 551, 333– 339 (2017). 29144463 PMC6022292
  28. [32]U. Jadhav, M. Saxena, N. K. O'Neill, A. Saadatpour, G. C. Yuan, Z. Herbert, K. Murata, R. A. Shivdasani, Dynamic reorganization of chromatin accessibility signatures during dedifferentiation of secretory precursors into Lgr5+ intestinal stem cells. Cell Stem Cell 21, 65– 77.e5 (2017). 28648363 PMC5505276
  29. [33]Y. M. Nusse, A. K. Savage, P. Marangoni, A. K. M. Rosendahl-Huber, T. A. Landman, F. J. de Sauvage, R. M. Locksley, O. D. Klein, Parasitic helminths induce fetal-like reversion in the intestinal stem cell niche. Nature 559, 109– 113 (2018). 29950724 PMC6042247
  30. [34]H. L. Larsen, K. B. Jensen, Reprogramming cellular identity during intestinal regeneration. Curr. Opin. Genet. Dev. 70, 40– 47 (2021). 34062491
  31. [35]R. Elmentaite, A. D. B. Ross, K. Roberts, K. R. James, D. Ortmann, T. Gomes, K. Nayak, L. Tuck, S. Pritchard, O. A. Bayraktar, R. Heuschkel, L. Vallier, S. A. Teichmann, M. Zilbauer, Single-cell sequencing of developing human gut reveals transcriptional links to childhood Crohn's disease. Dev. Cell 55, 771– 783.e5 (2020). 33290721 PMC7762816
  32. [36]J. D. G. Leach, N. Vlahov, P. Tsantoulis, R. A. Ridgway, D. J. Flanagan, K. Gilroy, N. Sphyris, E. G. Vazquez, D. F. Vincent, W. J. Faller, M. C. Hodder, A. Raven, S. Fey, A. K. Najumudeen, D. Strathdee, C. Nixon, M. Hughes, W. Clark, R. Shaw; S:CORT consortium, S. R. van Hooff, D. J. Huels, J. P. Medema, S. T. Barry, M. C. Frame, A. Unciti-Broceta, S. J. Leedham, G. J. Inman, R. Jackstadt, B. J. Thompson, A. D. Campbell, S. Tejpar, O. J. Sansom, Oncogenic BRAF, unrestrained by TGFβ-receptor signalling, drives right-sided colonic tumorigenesis. Nat. Commun. 12, 3464 (2021). 34103493 PMC8187652
  33. [37]E. G. Vasquez, N. Nasreddin, G. N. Valbuena, E. J. Mulholland, H. L. Belnoue-Davis, H. R. Eggington, R. O. Schenck, V. M. Wouters, P. Wirapati, K. Gilroy, T. R. M. Lannagan, D. J. Flanagan, A. K. Najumudeen, S. Omwenga, A. M. B. McCorry, A. Easton, V. H. Koelzer, J. E. East, D. Morton, L. Trusolino, T. Maughan, A. D. Campbell, M. B. Loughrey, P. D. Dunne, P. Tsantoulis, D. J. Huels, S. Tejpar, O. J. Sansom, S. J. Leedham, Dynamic and adaptive cancer stem cell population admixture in colorectal neoplasia. Cell Stem Cell 29, 1213– 1228.e8 (2022). 35931031 PMC9592560
  34. [38]M. Stoeckius, S. Zheng, B. Houck-Loomis, S. Hao, B. Z. Yeung, W. M. Mauck 3rd, P. Smibert, R. Satija, Cell Hashing with barcoded antibodies enables multiplexing and doublet detection for single cell genomics. Genome Biol. 19, 224 (2018). 30567574 PMC6300015
  35. [39]G. X. Zheng, J. M. Terry, P. Belgrader, P. Ryvkin, Z. W. Bent, R. Wilson, S. B. Ziraldo, T. D. Wheeler, G. P. McDermott, J. Zhu, M. T. Gregory, J. Shuga, L. Montesclaros, J. G. Underwood, D. A. Masquelier, S. Y. Nishimura, M. Schnall-Levin, P. W. Wyatt, C. M. Hindson, R. Bharadwaj, A. Wong, K. D. Ness, L. W. Beppu, H. J. Deeg, C. McFarland, K. R. Loeb, W. J. Valente, N. G. Ericson, E. A. Stevens, J. P. Radich, T. S. Mikkelsen, B. J. Hindson, J. H. Bielas, Massively parallel digital transcriptional profiling of single cells. Nat. Commun. 8, 14049 (2017). 28091601 PMC5241818
  36. [40]F. A. Wolf, P. Angerer, F. J. Theis, SCANPY: Large-scale single-cell gene expression data analysis. Genome Biol. 19, 15 (2018). 29409532 PMC5802054
  37. [43]I. Tirosh, B. Izar, S. M. Prakadan, M. H. Wadsworth II, D. Treacy, J. J. Trombetta, A. Rotem, C. Rodman, C. Lian, G. Murphy, M. Fallahi-Sichani, K. Dutton-Regester, J. R. Lin, O. Cohen, P. Shah, D. Lu, A. S. Genshaft, T. K. Hughes, C. G. Ziegler, S. W. Kazer, A. Gaillard, K. E. Kolb, A. C. Villani, C. M. Johannessen, A. Y. Andreev, E. M. Van Allen, M. Bertagnolli, P. K. Sorger, R. J. Sullivan, K. T. Flaherty, D. T. Frederick, J. Jane-Valbuena, C. H. Yoon, O. Rozenblatt-Rosen, A. K. Shalek, A. Regev, L. A. Garraway, Dissecting the multicellular ecosystem of metastatic melanoma by single-cell RNA-seq. Science 352, 189– 196 (2016). 27124452 PMC4944528
  38. [44]F. A. Wolf, F. K. Hamey, M. Plass, J. Solana, J. S. Dahlin, B. Gottgens, N. Rajewsky, L. Simon, F. J. Theis, PAGA: Graph abstraction reconciles clustering with trajectory inference through a topology preserving map of single cells. Genome Biol. 20, 59 (2019). 30890159 PMC6425583
  39. [45]N. E. Sanjana, O. Shalem, F. Zhang, Improved vectors and genome-wide libraries for CRISPR screening. Nat. Methods 11, 783– 784 (2014). 25075903 PMC4486245
  40. [46]T. Wang, E. S. Lander, D. M. Sabatini, Single guide RNA library design and construction. Cold Spring Harb. Protoc. 2016, pdb.prot090803, (2016). 26933249 PMC4804709
  41. [47]B. Wang, M. Wang, W. Zhang, T. Xiao, C. H. Chen, A. Wu, F. Wu, N. Traugh, X. Wang, Z. Li, S. Mei, Y. Cui, S. Shi, J. J. Lipp, M. Hinterndorfer, J. Zuber, M. Brown, W. Li, X. S. Liu, Integrative analysis of pooled CRISPR genetic screens using MAGeCKFlute. Nat. Protoc. 14, 756– 780 (2019). 30710114 PMC6862721
  42. [48]A. M. Bolger, M. Lohse, B. Usadel, Trimmomatic: A flexible trimmer for Illumina sequence data. Bioinformatics 30, 2114– 2120 (2014). 24695404 PMC4103590
  43. [49]A. Dobin, C. A. Davis, F. Schlesinger, J. Drenkow, C. Zaleski, S. Jha, P. Batut, M. Chaisson, T. R. Gingeras, STAR: Ultrafast universal RNA-seq aligner. Bioinformatics 29, 15– 21 (2013). 23104886 PMC3530905
  44. [50]H. Li, B. Handsaker, A. Wysoker, T. Fennell, J. Ruan, N. Homer, G. Marth, G. Abecasis, R. Durbin; 1000 Genome Project Data Processing Subgroup, The sequence alignment/map format and SAMtools. Bioinformatics 25, 2078– 2079 (2009). 19505943 PMC2723002
  45. [51]Y. Liao, G. K. Smyth, W. Shi, featureCounts: An efficient general purpose program for assigning sequence reads to genomic features. Bioinformatics 30, 923– 930 (2014). 24227677
  46. [52]L. Wang, S. Wang, W. Li, RSeQC: Quality control of RNA-seq experiments. Bioinformatics 28, 2184– 2185 (2012). 22743226
  47. [53]M. I. Love, W. Huber, S. Anders, Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 15, 550 (2014). 25516281 PMC4302049
  48. [54]M. D. Robinson, D. J. McCarthy, G. K. Smyth, edgeR: A bioconductor package for differential expression analysis of digital gene expression data. Bioinformatics 26, 139– 140 (2010). 19910308 PMC2796818
  49. [55]J. D. Buenrostro, B. Wu, H. Y. Chang, W. J. Greenleaf, ATAC-seq: A method for assaying chromatin accessibility genome-wide. Curr Protoc Mol Biol 109, 21.29.1– 21.29.9 (2015). PMC4374986 25559105
  50. [56]M. Lerdrup, J. V. Johansen, S. Agrawal-Singh, K. Hansen, An interactive environment for agile analysis and visualization of ChIP-sequencing data. Nat. Struct. Mol. Biol. 23, 349– 357 (2016). 26926434

Authors
Hansen, S. L., Larsen, H. L., Pikkupeura, L. M., Maciag, G., Guiu, J., Müller, I., Clement, D. L., Mueller, C., Johansen, J. V., Helin, K., Lerdrup, M., & Jensen, K. B.
Affiliations
University of Copenhagen (DK)
Corresponding author
  • Hansen, Stine L.
  • Larsen, Hjalte L.
  • Jensen, Kim B.
Venue
Science Advances
Published
2023-07-14
Volume
9
Issue
28
Pages
eadg4055-eadg4055
ISSN
2375-2548 (ISSN-L)
OpenAlex
W4383988552
Cited by
55
References
57
Citations by year
2026: 15 · 2025: 21 · 2024: 16 · 2023: 3
FWCI
9.13
Type
journal article
Language
en
Open access
Licence
cc-by
Locations
  • Science Advances (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Research at the University of Copenhagen (University of Copenhagen) (publishedVersion, cc-by)
  • Dipòsit Digital de la Universitat de Barcelona (Universitat de Barcelona) (submittedVersion, cc-by)
Funders
  • Lundbeckfonden (R303-2018-3391)
  • Novo Nordisk Fonden (NNF20OC0064376)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Digestive system and related health
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Developmental Biology and Gene Regulation
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › CRISPR and Genetic Engineering
Keywords
intestinal organoids, small intestine development, cell fate transitions, transcription factors, SMARCA4, SMARCC1, CRISPR-Cas9 screen, intestinal stem cells, chromatin remodeling
MeSH terms
Animals, Cell Differentiation, Fetus, Organoids, Mice, Adult Stem Cells, CRISPR-Cas Systems

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.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review