Yolk sac cell atlas reveals multiorgan functions during human early development
The extraembryonic yolk sac (YS) ensures delivery of nutritional support and oxygen to the developing embryo, but remains ill-defined in humans. We therefore assembled a comprehensive multiomic reference of human YS from 3-8 post conception weeks by integrating single-cell protein and gene expression data. Beyond its recognized role as a site of hematopoiesis, we highlight roles in metabolism, coagulation, vascular development, and hematopoietic regulation. We reconstructed the emergence and decline of YS hematopoietic stem/progenitor cells from hemogenic endothelium and revealed a YS-specific accelerated route to macrophage production that seeds developing organs. The multiorgan functions of YS are superseded as intraembryonic organs develop, effecting a multifaceted relay of vital functions as pregnancy proceeds.
- Contact
- Muzlifah Haniffa
- DOI
- 10.1126/science.add7564
- Release
- 3 March 2022
- Lab
- Haniffa Lab
- Graphical abstract
- Tissue
- AGM, Bladder, Bone Marrow, Brain, Embryonic Liver, Fat, GO, Gut, Heart, Kidney, Large Intestine, Liver, Lung, Lymph Node, MLN, Mouse Yolk Sac, Muscle, Omentum, Pancreas, Prostate, Skin, Small Intestine, Spleen, Thymus, Trachea, Uterus, Vasculature, Yolk Sac, iPSC, iPSC (Definitive)
- Assay
- 10x 3', 10x 5', CITE-seq
- Disease
- None
- Organism
- Homo sapiens, Homo sapiens iPSC, Mus musculus
INTRODUCTION
The yolk sac (YS) is an extraembryonic structure that generates the first blood and immune cells, and provides nutritional and metabolic support to the developing embryo. Current knowledge of these functions is based on pivotal studies in model systems, and insights from human studies are limited. Single cell genomics technologies have facilitated the interrogation of human developmental tissues at unprecedented resolution. Atlases of blood and immune cells from multiple organs have been greatly enhanced by focused, time-resolved analyses of specific tissues.
RATIONALE
To characterize the functions of human YS, we performed single cell RNA sequencing (scRNA-seq) and cellular indexing of transcriptomes and epitopes (CITE-seq) on YS and paired embryonic liver. After integration with external datasets, our reference comprised 169,798 cells from 10 samples spanning 4-8 post-conception weeks (PCW) or Carnegie Stages (CS) 10-23, from which we identified 43 distinct cell states. A repertoire of 2D and 3D imaging techniques provided spatial context and validation. We benchmarked the cellular products and differentiation pathways in two haematopoietic inducible pluripotent stem cell (iPSC) culture protocols, compared against our reference.
RESULTS
We identified that YS metabolic and nutritional support originates in the endoderm, and discovered that endoderm produced coagulation proteins and growth factors that modulate hematopoiesis—erythropoietin (EPO) and thrombopoietin (THPO). While metabolic and coagulation protein production was conserved between human, mouse, and rabbit, EPO and THPO production was observed in human and rabbit only.
We reconstructed trajectories from the transient YS hemogenic endothelium to early haematopoietic stem/ progenitor cells (HSPCs). Using transcriptomic signatures of early and definitive haematopoiesis, we were able to parse YS HSPCs into myeloid-biased early HSPCs, rapidly outnumbered by lymphoid and megakaryocyte-biased definitive HSPCs around CS14, when haematopoietic cells first emerge from the aorta–gonad–mesonephros (AGM) region. Human embryonic liver remained macroscopically pale prior to CS14, and tracking hemoglobin subtypes led us to conclude that initial erythropoiesis is YS-restricted. This differed from the situation in the mouse, where Hb subtypes suggested two waves of pre-AGM erythropoiesis, including maturation in the macroscopically red embryonic liver.
Distinct myeloid cell types and differentiation pathways were observed pre– and post– AGM. Before CS14, monocytes were absent and macrophages originated from HPSCs via a pre-macrophage cell state. After CS14, monocytes emerged and a second, monocyte-dependent differentiation trajectory was reconstructed. A rare subset of TREM2+ macrophages, with a microglia-like transcriptomic signature, was present after CS14. Assembling a 12-organ reference of developing macrophages, we revealed that TREM2+ macrophages were found in skin, gonads, brain and AGM, but not in bone marrow, liver, kidney, thymus, mesenteric lymph nodes or gut. Using a transcriptomic signature of pre-AGM macrophages to predict the contribution of YS macrophages to developing tissue macrophage populations, we found retention of this signature in gonad, liver, skin, and AGM macrophages. The iPSC system optimized for macrophage production recapitulated the two routes to macrophage differentiation, but did not generate the diversity of macrophages (including TREM2+ macrophages) observed in developing tissues.
CONCLUSIONS
Our study illuminates a previously obscure phase of human development, where vital functions are delivered by the YS– a transient extraembryonic organ. Our comprehensive single cell atlas will provide a valuable resource for studying the cellular differentiation pathways unique to early life, and leveraging these for tissue engineering and cellular therapy.
scRNA-seq Datasets
Bone Marrow
Liver
Skin
iPSC
iPSC (Definitive)
Yolk Sac
10x 5'
10x 5'
10x 5'
Yolk Sac
10x 5'
Bone Marrow
Brain
GO
Gut
Kidney
Liver
MLN
Skin
Spleen
Thymus
Yolk Sac
10x 5'
Bone Marrow
Brain
Fat
Gut
Heart
Kidney
Large Intestine
Liver
Lung
Lymph Node
Omentum
Pancreas
Prostate
Skin
Small Intestine
Spleen
Thymus
Trachea
Uterus
Vasculature
Muscle
10x 5'
Bone Marrow
Brain
Fat
Gut
Heart
Kidney
Large Intestine
Liver
Lung
Lymph Node
Omentum
Pancreas
Prostate
Skin
Small Intestine
Spleen
Thymus
Trachea
Uterus
Vasculature
Muscle
10x 5'
CITE-seq Datasets
Yolk Sac
Supplementary Downloads
Supplementary tables (.xlsx)
Supplementary tables combined in one file containing supplementary data for our manuscript Multi-organ functions of yolk sac during human early development including annotations, statistical results, differentially expressed genes and logistic regression probabilities.Supplementary tables (.zip)
Supplementary tables containing supplementary data for our manuscript Multi-organ functions of yolk sac during human early development including annotations, statistical results, differentially expressed genes and logistic regression probabilities.Reviewer tables
EC_liver_model.sav
Celltypist compatible logistic regression model trained between combined low-dimensional LDVAE latent representations of our YS dataset integrated with our matched liver single cell scRNA-seq data and used for classification harmonisation between datasetsEC_FBM_model.sav
Celltypist compatible logistic regression model trained between combined low-dimensional LDVAE latent representations of our YS dataset integrated with the Jardine etal Fetal Bone marrow data (https://doi.org/10.1038/s41586-021-03929-x) and used for classification harmonisation between datasetsEC_AGM_model.sav
Combined 12 fetal atlas metadata
Combined 12 fetal atlas coordinates
YS_gene_expression_LR_model.sav
YS_scvi_vae_model_scArches
12_organ_scvi_vae_model_scArches
Combined 12 fetal atlas data h5ad
Elasticnet model - integrated 12_organ fetal atlas
Elasticnet logistic regression model trained on the ldVAE latent representation of the integrated 12_organ fetal atlasVideos
Video (CD34, HNF4A and LYVE1)
Light sheet microscopy of Yolk sac at 6.9 PCW including markers CD34, HNF4A and LYVE1
Video (CD34, ECAD and LYVE1)
Light sheet microscopy of Yolk sac at 6.9 PCW including markers CD34, ECAD and LYVE1
Video (PLVAP, IBA1 and LYVE1)
Light sheet microscopy of Yolk sac at 6.9 PCW including markers PLVAP, IBA1 and LYVE1
Imaging data
Reproducibility
Reproducibility is a major principle underpinning the scientific method. We make publicly available the raw data and analysis scripts associated with each collection.
- Code Repository
- https://github.com/haniffalab/FCA_yolkSac
- Reproducibility
- https://doi.org/10.5281/zenodo.7868304