Yolk sac cell atlas reveals multiorgan functions during human early development

github

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 The multiorgan functions of YS are superseded as intraembryonic organs develop, effecting a multifaceted relay of vital functions as pregnancy proceeds.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

scRNA-seq Datasets

Dataset
Tissue
Assay
Disease
Organism
Count
Yolk Sac
10x 3'
10x 5'
None
Homo sapiens
169494
AGM
Bone Marrow
Liver
Skin
iPSC
iPSC (Definitive)
Yolk Sac
10x 3'
10x 5'
None
Homo sapiens
5008
Yolk Sac
10x 3'
10x 5'
None
Homo sapiens
3389
Yolk Sac
10x 3'
10x 5'
None
Homo sapiens
6291
Yolk Sac
10x 3'
10x 5'
None
Homo sapiens
2262
Embryonic Liver
10x 5'
None
Homo sapiens
49376
Embryonic Liver
Yolk Sac
10x 3'
10x 5'
None
Homo sapiens
218870
Mouse Yolk Sac
10x 5'
None
Mus musculus
4717
iPSC (Definitive)
10x 3'
None
Homo sapiens iPSC
900
AGM
Bone Marrow
Brain
GO
Gut
Kidney
Liver
MLN
Skin
Spleen
Thymus
Yolk Sac
10x 3'
10x 5'
None
Homo sapiens
147900
Bladder
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 3'
10x 5'
None
Homo sapiens
78964
Bladder
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 3'
10x 5'
None
Homo sapiens
43980

CITE-seq Datasets

Dataset
Tissue
Assay
Disease
Organism
Count
Yolk Sac
CITE-seq
None
Homo sapiens
3499
Yolk Sac
CITE-seq
None
Homo sapiens
3499
Yolk Sac
CITE-seq
None
Homo sapiens
3578
Liver
Yolk Sac
CITE-seq
None
Homo sapiens
61744
Liver
Yolk Sac
CITE-seq
None
Homo sapiens
61744
Liver
Yolk Sac
CITE-seq
None
Homo sapiens
61823

Supplementary Downloads

Name
Size

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.
229.2 MB

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.
225.4 MB

Reviewer tables

10.5 MB

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 datasets
2.2 KB

EC_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 datasets
2.2 KB

EC_AGM_model.sav

2.2 KB

Combined 12 fetal atlas metadata

267.7 MB

Combined 12 fetal atlas coordinates

153.7 MB

YS_gene_expression_LR_model.sav

1.4 MB

YS_scvi_vae_model_scArches

14.9 MB

12_organ_scvi_vae_model_scArches

121.5 MB

Combined 12 fetal atlas data h5ad

15.7 GB

Elasticnet model - integrated 12_organ fetal atlas

Elasticnet logistic regression model trained on the ldVAE latent representation of the integrated 12_organ fetal atlas
1.4 MB

Videos

Imaging data

YS Hiplex RNAScope

YS Hiplex AB Immuno

Reproducibility

Reproducibility is a major principle underpinning the scientific method. We make publicly available the raw data and analysis scripts associated with each collection.

Human Cell Atlas

Human Cell Atlas

Developmental

The Human Developmental Cell Atlas (HDCA) aims to generate a comprehensive profile of cell types and states present during development. This detailed study of development will be critical for understanding congenital and childhood disorders, as well as ageing.

Read More