Abstract
Adult Intestinal Stem Cells (ISCs) are located at the bottom of crypts of Lieberkühn, where they express markers such as Lgr51,2, and fuel the constant replenishment of the intestinal epithelium1. Although fetal Lgr5 expressing cells can give rise to adult ISCs3,4, it remains unclear whether this population in the patterned epithelium represents unique ISC precursors. Using unbiased quantitative lineage-tracing approaches, biophysical modeling and intestinal transplantation, we show that all cells of the mouse intestinal epithelium, irrespective of their location and pattern of Lgr5 expression in the fetal gut tube, contribute actively to the adult ISC pool. Based on 3D imaging, we find that, during fetal development, villi undergo gross remodeling and fission. This brings epithelial cells from the non-proliferative villus into the proliferative intervillus region, enabling them to contribute to the adult stem cell niche. Our results demonstrate that large-scale remodeling of the intestinal wall and cell fate specification are intertwined processes. Moreover, these findings provide a direct link between the observed plasticity and cellular reprogramming of differentiating cells in adult tissues following damage5–9, revealing that stem cell identity is an induced rather than a hardwired property.
The intestine forms from the pseudo-stratified gut tube, which becomes patterned during late fetal development into villi and a continuous intervillus region covered by Lgr5negative and Lgr5positive cells, respectively (Figure 1a; Extended Data Figure 1a-c)10. The continuous intervillus region is the major site for proliferation in the developing intestine (Extended Data Figure 1d-f), and crypts subsequently form from this region postnatally11. Despite the apparent transcriptional similarity between fetal and adult Lgr5positive cells4, it remains unclear how the fetal immature intestine transitions into the mature structure and how this is orchestrated at the cellular level. In particular, it is not known whether a specialized subset of fetal cells become adult ISCs or whether stem cell identity is an induced property.
To investigate the role of fetal Lgr5positive cells in the establishment of the adult ISC population, we lineage traced this population from embryonic day (E)16.5. Focusing on the proximal part of the small intestine, we observed that, in agreement with previous reports3,4,12, progeny of the Lgr5-expressing population was maintained into adulthood and thereby contributed to the adult ISC compartment (Figure 1b). Most of the clones observed at post-natal day (P)0 were, as expected, located in the intervillus regions (Extended Data Figure 2a). Moreover, it was not until P11 that clones extended as ribbons from the base of crypts to the tips of villi (Supplementary information; Supplementary video 1).
When assessing the quantitative contribution from Lgr5positive progeny, labelled at E16.5, we found this to be slightly greater than the overall degree of tissue expansion (Figure 1c; Extended Data Figure 2b-e). This confirmed that Lgr5positive cells were an important source of tissue growth. However, given that Lgr5positive cells constituted only a small fraction, f=7.0%±0.9 (mean±SEM), in the proximal part of the small intestine at the time of labeling (Extended Data Figure 2f-h), we reasoned that, if Lgr5positive cells were the main source of adult epithelium (Figure 1d), they would have to expand by a ratio 1/f greater than overall tissue to fuel growth and replace cells outside the intervillus regions. Thus, Lgr5-clones should expand 130-fold from P5 to adulthood, nearly an order of magnitude larger than the actual measured value (Figure 1e). Expansion of Lgr5 progeny was thus insufficient to explain tissue growth.
To resolve the cellular diversity in the epithelium at E16.5, we performed single-cell RNA sequencing (sc-RNAseq). In line with our characterization for Lgr5-eGFP, Lgr5 was detected in 7% of the 3509 cells analyzed, and despite detecting only goblet cells by immunostaining, we identified other differentiated cell types including Paneth cells (Lyz1), enteroendocrine cells (Chga) and enterocytes (Alpi) (Extended Data Figure 3a,b). In the adult epithelium, the differentiated villi compartment can be separated into at least 5 transcriptionally distinct populations13. In the fetal intestine, these largely collapse into 2 populations and a gene signature for crypt proliferation was detected beyond the Lgr5positive compartment, including cells expressing differentiation markers (Extended Data Figure 3c-e)14. This supported strongly the conclusion that cells in the fetal intestinal epithelium were distinct from their adult counterpart, while cells expressing differentiation markers have not completed their differentiation program.
To test experimentally how cells other than those within the intervillus region contributed to tissue growth, we went on to perform fate mapping using a ubiquitously expressed Keratin 19 driven cre model (Figure 2a; Extended Data Figure 3f-h). Although the sc-RNAseq data revealed that 49% of Krt19positive cells at E16.5 score positive for the proliferation signature, the expansion of clones closely mirrored the overall growth of the tissue (Figure 2b; Extended Data Figure 3i), confirming that Krt19 expressing cells were representative of the tissue. Remarkably, however, we found that both the long-term persistence, defined as the fraction of surviving clones, and size of Krt19-labeled clones, were very similar to their Lgr5-labeled counterparts (Figure 2c,d; Supplementary information). Importantly, several independent measurements confirmed that Krt19 labelled a population of cells distributed randomly along the villus/intervillus axis (Extended Data Figure 3j,k; Supplementary video 2). Moreover, apoptotic cells at the tips of villi appeared only from P7, meaning that Krt19 clones cannot be lost prior to P5, meaning that both P0 and P5 can be used for normalizing clonal persistence (Extended Data Figure 3l). This suggested strongly that fetal epithelial cells, irrespective of location, harbored long-term self-renewal potential, carrying the same probability to contribute to the adult ISC compartment (Figure 2e). Importantly, although the expansion of the Lgr5-targeted clones was slightly larger than that of tissue and Krt19-targeted clones, the bias was small (Figure 2f). This small bias likely reflects a transient proliferative advantage due to their privileged location at the time of induction, a point to which we will return. Together, these findings indicated that all fetal cells had a similar capacity to contribute to the growth of the intestinal epithelium during development, and give rise to adult ISCs, suggesting that cell fate potential was not fixed in the fetal epithelium.
This finding, however, raised a conundrum, as this implied that cells on villi, traditionally considered as committed to differentiation, contributed substantially in the long-term to intestinal growth. Given the influence of gut epithelial geometry on cell fate3,15, we hypothesized that extensive cell rearrangements linked to continuous villification could shed light on this paradox. Between E16.5 and birth, the total number of villi increased by approximately 6-fold, before reaching the final number characterizing the adult epithelium by P5 (Extended Data Figure 4a,b). Therefore, we posited that global 3D epithelial sheet movements during villification could provide a mechanism to allow relocation of villus cells to the proliferative intervillus regions and de novo intervilli formation. Strikingly, detailed 3D reconstruction of the E16.5 intestine revealed that around 30% of villi presented irregular structures of doublet form, with shared mesenchymal clusters within a specific interval of villus heights (Figure 3a; Supplementary Video 3,4; Extended Data Figure 4c-e). We speculated that this could be a sign of a single villus undergoing fission. Of note, cells found at the juncture between these structures were Lgr5negative (Extended Data Figure 4f) and often proliferative (68% of junctures analyzed, Figure 3b; Extended Data Figure 4g-h; Supplementary video 5), even though the fission points were distant from the proliferative intervillus regions (Extended Data Figure 4i). To challenge these observations, we turned to explant cultures which, despite the intestine not expanding in length, revealed fission events evident from the top of single villi (Figure 3c, Extended Data Figure 4j; Supplementary video 6,7). Thus, villi underwent active remodeling causing pronounced reorganization of the epithelial cell layer.
Based on these findings, we turned to a biophysical modeling approach to address whether a minimal model of villi fission could be sufficient to explain the observed long-term equipotency of epithelial cells at E16.5. We modeled both the neutral drift dynamics of proliferative cells restricted to intervillus regions, together with the bottom/up influx of cells driving villus elongation, using experimentally derived cell kinetics and geometrical parameters (Supplementary information; Extended Data Figure 5). Additionally, we incorporated stochastic villi fission (between E16.5 and P4), whereupon cells underwent positional changes and a fraction of cells from the parent villus became assigned to the new intervillus region (Figure 3d). To inform the model, we used the experimentally inferred growth rate of villi number (Extended Data Figure 6a), so that villi duplication and rapid underlying cell proliferation played a significant role in fueling epithelial growth. Within this simplified 2D framework, which takes into account the key features of a more complex 3D process, fission events resulted in the reversible transfer of cells between villus and intervillus regions. Importantly, we found that, with the experimentally inferred fission rate, just a few days were sufficient to fully erase the positional advantage of progeny from Lgr5positive cells, resulting in long-term equipotency amongst all epithelial cells (Figure 3e-g). In addition to reproducing well the global evolution of the mean clone size, clonal persistence and rootedness (Figure 3e-g), the model explained several non-trivial aspects of the observed short-term clonal dynamics. In particular, the model predicted that Krt19-clones should initially be bigger and more dispersed than Lgr5-clones because, even though Krt19 cells were predominantly induced in non-proliferative regions, they participated more readily in villi fission (Extended Data Figure 6b-e). Further, the model predicted that these Krt19 clones should still be less “rooted” in intervillus regions than Lgr5 clones in the short term (Fig. 3e), with the two converging at longer time points. These predictions showed consistently good agreement with the data (detailed statistics in Supplementary information).
We also performed sensitivity controls on our simulations. First, we assessed the clonal dynamics, only enabling fetal fission from E16.5 to P0. Importantly this result showed that fetal remodelling was sufficient to explain the bulk of equipotency between Lgr5 and Krt19 clones (Extended Figure 7a-c). By contrast, when the model was applied, either in the absence of de novo villi formation or with villi fission without epithelial reshuffling, a satisfactory fit to the data could not be obtained (Extended Data Figure 7d-i; Supplementary Information). Moreover, if we used a biophysical model based on the current model for villification, which involves successive rounds of de novo villi formation initiating from the intervillus regions16, it provided a poor fit to the data as this does not allow the relocation of villus cells to intervillus regions (Extended Data Figure 7j-o; Supplementary Theory Note). Finally, a last prediction of our biophysical model was that the contribution from the Krt19-labeled population should be drastically reduced once villi fission slowed down, which was corroborated by fate mapping experiments starting at P0 rather than E16.5 (Extended Data Fig. 8a-c). This suggested strongly that villi remodelling events were required for recruitment of villus cells into the future stem cell compartment.
To validate independently that cells specifically located on villi contributed to the adult intestinal epithelium, similarly to Lgr5-derived cells, we identified Krt20 as a marker of fetal and adult villi (Figure 3h; Extended Data Figure 9a-c). Interestingly, 27% of Krt20positive score positive for the proliferation signature, even though these cells are confined to villi. Using a Krt20 driven cre, it was evident that cells labelled in the adult epithelium were invariably lost, as reported for other differentiated cell types (Extended Data Figure 9b)5,6. However, in the fetal epithelium, although the majority of labeled cells were initially detected in villi, clones persisted and generated adult ISCs (Figure 3i; Extended Data Figure 9d; Supplementary information). Importantly, quantitative analysis confirmed the model predictions for rootedness, persistence and size for Krt20 clones, demonstrating once again that intervillus and villus cells display similar behavioral dynamics (Figure 3j-l). Altogether, these findings confirmed that the long-term self-renewal potential of intestinal cells become sensitive to location soon after birth17, i.e. after major structural changes of villi have ceased and cell migration streams established.
To further investigate mechanistically the surprising plasticity of cells from villus (Lgr5/CD44negative) and intervillus (Lgr5/CD44positive) regions (Extended Data Figure 10a-d), we took advantage of a 3D culture system that allowed cells to self-organize into villus and crypt domains18,19. When sorted from E16.5 proximal small intestine, both populations grew as spheroids mimicking the immature nature of the fetal small intestine with comparable plating efficiencies (Figure 4a; Extended Data Figure 10e,f). As reported for bulk cultures19, Wnt3a stimulation was sufficient, irrespective of their cell-of-origin, to convert spheres into budding intestinal organoids (Figure 4b). Importantly, CD44positive and CD44negative cells isolated from gestational week 8-10 human fetal intestine were capable of forming spheroids (Figure 4c). Finally, to challenge the murine cultures from the two cell population, these were transplanted into conditioned animals (Extended Data Figure 10g-j)20. Again, both cell populations engrafted with similar efficiencies and established CD44positive adult stem cell niches at the bottom of crypts and gave rise to appropriate differentiated lineages including Paneth cells (Lyz1), goblet cells (Muc2) and enterocytes (Alp) (Figure 4d-e; Extended Data Figure 10k). Altogether, these findings demonstrated that fetal villi and intervillus cells had similar potential to grow in vivo and in vitro, and exhibited the same regenerative potential.
Altogether, using in vivo lineage tracing in combination with biophysical modeling and in vitro analysis of both mouse and human fetal samples, these results demonstrate that fetal intestinal cells irrespective of their location and marker expression represent equipotent precursors for adult intestinal stem cells (Extended Data Figure 10l). We propose that the process of villi-fission/tissue bending during intestinal morphogenesis provides a biophysical mechanism to remodel the local microenvironment, allowing cells to switch reversibly between Lgr5negative and Lgr5positive states. This behavior mirrors the findings from various adult injury models, where Lgr5positive cells lost through damage were subsequently replenished through the recolonization by Lgr5negative cells5,6,8,9,21,22. Interestingly, the fission mechanism resembled the proposed model for villification in avians, where longitudinal epithelial ridges generate a zig-zag pattern that break-up into individual villi15, and where villi geometry was proposed to define gradients of growth factors thereby establishing distinct cell fates3. We propose that these growth factor gradients impose specific expression patterns without irreversibly changing cell fates. This is evident from the profound cellular plasticity observed within cells covering both villi and intervillus regions with respect to their long-term self-renewal potential. This could be a generic property of developmental systems, ensuring the robust coordination of morphogenesis and fate specification23.
These findings have important implications for the improvement of differentiation protocols to e.g. generate intestinal stem cells from hiPSC24,25. Consistent with our findings, fetal-like intestinal cells derived from hiPSC generate cells with adult stem cell characteristics only upon transplantation26–29. In this sense, the plastic fetal precursor state, which retains the capacity to be induced into an adult stem cell state, represents an attainable target for our strategies to direct differentiation. Understanding how these fetal precursors are induced to become adult stem cells will provide insight into how the process can be orchestrated in vitro. As fetal progenitors have been identified in multiple tissues, and all appear to mature in a similar manner upon transplantation26–29, the precursor state is most likely a general intermediate during tissue maturation. It is, therefore, tempting to speculate that the plasticity observed during tissue regeneration may be explained via the equipotent progenitor state observed during fetal development.
Methods
Mice
Unless otherwise specified, C57BL/6J mice (purchased from Taconic, Denmark) were used for all the experiments. Transgenic murine lines used in the experiments have been previously described: Rosa26-mT/mG30, Lgr5-eGFP-ires-CreERT2 2, Krt19CreERT 31, RAG2-/- (Taconic, US), Rosa26-lsl-Confetti32, Lgr5-DTR-eGFP22, Villin-Cre34, Krt20-T2A-CreERT2 (Jackson laboratories, Stock No: 030600), and Rosa26-lsl-tdTomato33. CD1 mice (Janvier) were used as foster mothers in the lineage tracing experiments.
None of the animals used in these studies had been subjected to prior procedures and were drug and test naïve. All animals were housed in SPF (specific pathogen free) animal facilities, in either open or individually ventilated cages always with companion mice, and cages were placed under a 12hr light-dark cycle. Food and water were provided ad libitum. Randomized cohorts including both male and female animals were distributed in an unblinded manner into the experimental time points for analysis. Sample sizes were selected to provide sufficient statistical power for analysis. The National animal ethics committee in Denmark reviewed and approved all animal procedures (Permit numbers 2013-15-2934-00756 and 2013-15-2934-00927).
Lineage tracing experiments and quantification
Pregnant females carrying embryos at E16.5 were intraperitoneally injected with 4-Hydroxytamoxifen (4OHT) at the indicated amount (Sigma) and Progesterone (50μg, Sigma) in corn oil (Sigma). Lgr5-eGFP-ires-CreERT2 and Krt20-T2A-CreERT2 pregnant mice were injected with 1mg of 4OHT; Krt19CreRT pregnant mice were injected with 100μg of 4OHT. Krt19CreERT/Rosa26mT/mG pregnant mice were injected with 1mg of 4OHT. Krt19CreERT/Rosa26-lsl-Confetti and Lgr5-eGFP-ires-CreERT2/Rosa26-lsl-Confetti P0 newborns were injected with 10μg of 4OHT. Lgr5-eGFP-ires-CreERT2 mice were delivered by Cesarean sections at E18.5 and newborns were transferred to CD1 foster mothers. The proximal half of the small intestine was collected at the time points indicated in the figures. In Krt19CreERT/Rosa26-lsl-Confetti and Lgr5-eGFP-ires-CreERT2/Rosa26-lsl-Confetti quantifications only red clones were considered in Krt20-T2A-CreERT2 red and YFP clones were considered. The projections of “volume”, “number of villi” and “number of clones (persistence)” at the indicated time points was calculated by multiplying the “volume/unit area”, “number of villi/unit area” and “number of clones/unit area” by the total surface of the proximal half of the intestine at each time point analyzed.
Transplantation
Transplantation was performed using RAG2-/- mice as recipients, essentially as previously described20. Briefly, Colitis was induced in RAG2-/- animals (3-6 months old) by administration of 3.3% DSS (MP Biomedicals; MW; 36.000-50.000) in the drinking water for 5 days followed by normal water. Animals were subsequently infused with cultured intestinal epithelial cells derived from Rosa26mT/mG mice on day 8 and day 11 after the beginning of DSS treatment. Cells were cultured as described below in Matrigel. At passage 5, epithelial cells were released from matrix, and mechanically dissociated into epithelial sheets. After washing, cell fragments from approximately 600 organoids were resuspended in 300μL 5% Matrigel in PBS. Under general anesthesia (Isoflurane; Piramal Healthcare), a flexible catheter was inserted into the colon of mice and the cell suspension was subsequently infused slowly into the colonic lumen. The anus was sealed with surgical histoacryl glue (B. Brawn) for 3 hours to reduce flow in the colon. The animals were carefully monitored during the colitis and following transplantation. Two weeks after the second transplantation, recipient mice were sacrificed and colons were harvested and processed for analysis.
Human Fetal Samples
Human fetal tissue collection was approved by the regional ethics committee (permit number H-1-2012-007 and 258206). Women gave their informed written and oral consent. None of the terminations were for reasons of fetal abnormality and the fetal tissue was available following elective termination of pregnancy during first trimester.
Imaging and histology
Whole mount immunostainings
Proximal half of the small intestines were fixed with 4% Paraformaldehyde (PFA) from 3 hours to overnight at 4°C. Then the samples were dissected into smaller fragments (approx. 4mm x 4mm) followed by dehydration in methanol. Samples were stored in methanol at -20C. Then, the tissue was rehydrated in series of PBS prior to staining with all steps being performed at 4°C. Briefly, samples were blocked and permeabilized in 1% Bovine Serum Albumin (Sigma), 0.5% Triton X-100 (Triton™ X-100 Surfact-Amps™ Detergent Solution, Thermo Fisher) in PBS for 24h. Primary antibodies (indicated in Supplementary Table) were incubated in 1% Bovine Serum Albumin (Sigma), 0.5% Triton in PBS for 48h. Tissue was subsequently washed in 0.5%Triton (Triton™ X-100 Surfact-Amps™ Detergent Solution, Thermo Fisher) in PBS overnight. Secondary antibodies (indicated in Supplementary Table) were incubated in 1% Bovine Serum Albumin (Sigma) 0.5% Triton X-100 (Triton™ X-100 Surfact-Amps™ Detergent Solution, Thermo Fisher) in PBS for 48h and the tissue was subsequently washed overnight with 0.5% Triton X-100 (Triton™ X-100 Surfact-Amps™ Detergent Solution, Thermo Fisher) in PBS. Diamidino-2-phenylindole dihydrochloride (DAPI; 1μM; Sigma) was used to counterstain nuclei in the indicated experiments. Samples were then dehydrated in Methanol and kept at -20°C. Samples were cleared using 1:2 Benzyl alchol:Benzyl Benzoate (BABB) (Sigma). Briefly, 5 changes (1 minute each) of BABB:Methanol 1:1, then 5 changes (2 minutes each) of BABB. The samples were subsequently mounted within a Fast well (FW20-FastWells 20mm Dia. X 1.0mm Depth / 25 X 25mm, Grace-Biolabs). Z-stack images were acquired using laser scanning confocal microscopy (Leica TSC SP8). 3-dimensional reconstructions were done using Fiji software and clone volume was assessed using Volocity 6.3.0 (Perkin Elmer).
EdU staining
Mice were intraperitoneally injected with EdU (Pregnant females carrying embryos at E16.5 with 250μg; P0 with 25μg; P5 with 31.25μg, P11 37.5μg and Adult with 250μg) and processed according to manufacturer’s instructions (Click-iT® Plus EdU Alexa Fluor® 488 Flow Cytometry Assay Kit / Click-iT™ EdU Alexa Fluor™ 555 Imaging Kit, Thermo Fisher). Following a 1-hour chase, the tissue was processed as detailed in the previous section. Before (2-dimensional stainings) or after (whole mount immunostainings) primary and secondary antibody staining, EdU was developed using Click-iT® technology. Diamidino-2-phenylindole dihydrochloride (DAPI; 1μM; Sigma) was used to counterstain nuclei in the indicated experiments
2-Dimensional immunostainings
Proximal halves of the small intestine were fixed with 4% Paraformaldehyde (PFA) from 3 hours to overnight at 4°C and following dehydration embedded in Paraffin. 5-8μm-sections were prepared with a microtome.
The luminal perimeter was measured at the indicated time points in sections of small intestines stained with Hematoxylin QS (Vector) and Eosin Solution Aqueous (Sigma). Alkaline Phosphatase staining was performed using Vector Red Substrate Kit (Vector). Images were acquired and using NDP Zoomer Digital Pathology (Hamamatsu) and subsequently analyzed in NDP.view2 software.
To perform immunohistochemistry and immunofluorescence on paraffin embedded tissues, sections were rehydrated prior to antigen retrieval. Diva Decloaker solution (Biocare Medical) and Retriever 2100 (Aptum) were used at this step. Then, blocking and permeabilization was performed in 10% Adult bovine serum (Sigma), 0.3% Triton X-100 (Triton™ X-100 Surfact-Amps™ Detergent Solution, Thermo Fisher) in PBS for at least 1h at room temperature. Primary Antibodies (indicated in Supplementary Table) were incubated overnight in 10% Adult bovine serum (Sigma) at 4°C. Secondary antibodies (indicated in Supplementary Table) were incubated 1-2h at room temperature in 0.5% Bovine Serum Albumin (Sigma) or in the ready to use solutions (Vector), when using Horseradish Peroxidase conjugated secondary antibodies. For immunofluorescence Diamidino-2-phenylindole dihydrochloride (DAPI; 1μM; Sigma) was used to counterstain nuclei in the indicated experiments. For immunofluorescence Alexa™ conjugated secondary antibodies were used (detailed in Supplementary table) except for anti-CD44 antibody (indicated in Supplementary table), were TSA Plus Cyanine 3 and Fluorescein System (Perkin Elmer) was used. For the immunohistochemistry secondary antibodies were developed using DAB (ImmPACT DAB Peroxidase (HRP) Substrate, Vector) and nuclei subsequently visualized with Hematoxylin QS (Vector). Fluorescent images were acquired using laser scanning confocal microscopes (Leica TSC SP8), images of engrafted patches were acquired using a Zeiss Imager M2 microscope equipped with ORCA-R2 Digital CCD camera C10600 (Hamamatsu), and immunohistochemistry sample were imaged using NDP Zoomer Digital Pathology (Hamamatsu). All images were subsequently analyzed in NDP.view2 software, Fiji and Adobe Photoshop CS6.
Sequential sectioning of grafted epithelial patches
Two weeks after the second transplantation, recipient RAG2-/- mice were culled by cervical dislocation and colons were dissected. After washing with PBS, colons were opened longitudinally and imaged by stereomicroscopy (Leica M165FC). Engrafted patches were dissected from colon and fixed with 4% PFA for 3 hours followed by incubation in 20% Sucrose solution in PBS for overnight. Tissue fragments were embedded in OCT. Eight μm sequential frozen sections were analyzed histologically as described above.
Intestinal live imaging of explant cultures
Proximal half of small intestine was isolated from E16.5 embryos. The intestine was subsequently cut opened longitudinally and attached from both ends of the intestine to a bottom glass plate using surgical histoacryl glue (B. Brawn). Explant cultures were covered in BGJb Medium (ThermoFisher Scientific) supplemented with 0.1 mg/ml Ascorbic Acid (Sigma) and 1% PenStrep (Life technologies, GIBCO) as previously described35. Samples were imaged using a Delta Vision deconvolution microscope (GE Healthcare) and Widefield Zeiss AxioImager microscope.
Isolation of epithelial cells from the fetal epithelium and purification by flow cytometry
Fetal small intestine from mouse or human fetuses was dissected and incubated with collagenase solution (125μg/mL in PBS) for 45 min at 37°C, and subjected to vigorously pipetting every 15 min using a P1000 pipette. Released cells were pelleted and resuspended in PBS supplemented with 1% BSA and incubated with fluorescent conjugated primary antibodies (indicated in Supplementary Table) for 30 min on ice. After washing, 4′,6-Diamidino-2-phenylindole dihydrochloride (DAPI; Sigma; 1μM) was added to the cell suspension to facilitate exclusion of dead cells by flow cytometry. Purified cell populations were subsequently isolated using a FACSAria I or III (BD Bioscience). After isolation, cells were embedded in growth factor reduced Matrigel (Corning) in the presence of human EGF (Peprotech; 50ng/mL), murine Noggin (Peprotech; 100ng/mL), human Noggin (Peprotech; 100ng/mL), mouse R-spondin1 (R&D; 500ng/mL) as previously reported20. In some experiments Wnt3a conditioned medium (50% in volume) was added as a supplement as indicated. Prostaglandin E2 (2.5 μM, Sigma) was added to the human fetal cultures. In all experiments using murine organoids, cells were harvested from WT C57/BL6 animals (Taconic, Denmark). Cells were cultured in a dome-shaped 25μl extracellular matrix droplet and 250μl culture medium was added to each well in a 48-well plate (flat bottom; Corning). Medium was subsequently changed every 2-3 days. For human samples we observed no discernable effect of whether the pregnant mother was a smoker or not.
Single cell sequencing
Cells were isolated from a pool of six proximal small intestines (1cm of length each) at E16.5 using collagenase treatment and cell sorting as described in the previous section. 20,000 DAPInegCD31negCD45negEpCAMpos cells were processed using 10x Genomics Chromium protocols (version 2 chemistry).
RNA sequencing data analysis
Reads were de-multiplexed, aligned and counted using the 10x Genomics Cellranger 2.1.0 software36. The refdata-cellranger-mm10-1.2.0 reference was downloaded from the 10x Genomics website https://support.10xgenomics.com/. The resulting filtered count matrix was loaded into Pagoda 237 for data exploration and Seurat 2.338 for visualization purposes. Genes that were expressed in less than 5 cells were removed. Cells with less than 200 genes, more than 6000 genes or more than 10% mitochondrial genes were removed. Before filtering the dataset consisted of 3770 cells. After quality control, 3509 cells remained.
Scores for signatures for adult epithelium single cell zones 1-5 and the proliferation signature were calculated using Seurat’s AddModuleScore function. The corresponding gene lists were extracted from Table S114,15.
Cells were considered as positive for a particular Moor et al. Zone signature, when their expression was higher than mean + 1 sd for that particular signature. Cells were considered as positive for the proliferation signature when their scores were >0 in Seurat 2.3’s normalized expression value. Similarly, cells were considered as positive for individual genes when their scores were >0 in Seurat’s normalized expression value.
Statistics
The number of biological and technical replicates and the number of animals are indicated in figure legends and text. All tested animals were included. Sample size was not predetermined. For all experiments with error bars, the standard error of the mean (S.E.M.) or standard deviation (SD) was calculated to indicate the variation within each experiment or sample. T-test was used to assessed the significance in the indicated experiments.
Extended Data
Supplementary Material
Acknowledgement
We thank members of the Jensen and Simons lab for comments and suggestion; H. Clevers (Rosa26-lsl-Confetti and Lgr5-eGFP-iresCreERT2), F. de Sauvage (Lgr5-iDTR-eGFP) and G. Gu (Krt19-CreER) for gifts of mice; and Yasuko Antoku in Imaging core facilities at BRIC and the Center for Advanced Bioimaging at University of Copenhagen for experimental support. This work was supported by Lundbeck Foundation (R105-A9755 to KBJ; R190-2014-3904 to THP), the Novo Nordisk Foundation (NNF14OC0012927 to KBJ and NNF16OC0019920 to KK), the Carlsberg Foundation, EMBO Young Investigator programme (to KBJ), the Marie Curie fellowship programme (SY and JG; 625238/FP7-PEOPLE-2013-IIF, 656099/H2020-MSCA-IF-2014) and the Wellcome Trust (098357/Z/12/Z to BDS, 110326/Z/15/Z to EH). B.D.S also acknowledges funding from the Royal Society E.P. Abraham Research Professorship (RP\R1\180165). This project has received funding from the European Union’s Horizon 2020 research and innovation programme (grant agreements STEMHEALTH ERCCoG682665 and INTENS 668294 to KBJ). The Novo Nordisk Foundation Center for Stem Cell Biology and the Novo Nordisk Foundation Center for Basic Metabolic Research are supported by Novo Nordisk Foundation grants (NNF17CC0027852 and NNF18CC0034900, respectively).
Footnotes
Data availability
RNA sequencing data that support the findings of this study have been deposited in the ArrayExpress database at EMBL-EBI (www.ebi.ac.uk/arrayexpress) under accession number E-MTAB-7660. All other data supporting the findings of this study are available from the corresponding author on reasonable request. Code for the biophysical modelling is provided as a Supplementary file.
Author contribution
JG and KBJ conceived the project. JG, EH, BDS and KBJ designed experiments. JG, SY, SU and MM performed experiments. AJ, SP, LL, LSM, CYA, LLT, KJH, AL, RHO collected and processed human fetal material. SD, THP and KK analyzed single cell sequencing data. EH and BDS designed and performed the mathematical modeling. JG wrote the manuscript with input from KBJ, EH, and BDS; Funding Acquisition, JG, SY, BDS and KBJ; Supervision, BDS and KBJ.
Competing financial interests
The authors declare no competing financial interests.
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