| Literature DB >> 36172290 |
Jong-Nam Oh1, Jinsol Jeong1, Mingyun Lee1, Gyung Cheol Choe1, Dong-Kyung Lee1, Kwang-Hwan Choi1, Seung-Hun Kim1, Chang-Kyu Lee1,2.
Abstract
Many types of embryonic stem cells have been induced from pre-implantation blastocysts to study the specification of early lineages. Various cell lines have been established using chemicals, including excessive inhibitory molecules. Previous studies have also aimed to purify cell populations representing a single embryonic lineage from a protocol. In this study, we used a novel culture condition to induce cells from blastocyst seeding and analyzed their characteristics. Next, signaling inhibitors were introduced during the cell culture period. Furthermore, we investigated the cell types using RNA sequencing. Each type of cell population showed a distinct morphology and reactivity with alkaline phosphatase. Marker proteins enabled each cell type to be distinguished by immunocytochemistry, and genes such as Sox17, Gata4, Gata6, T, and Cdx2 showed applicability for the discrimination of cell types. Signaling inhibitors suppressed the production of some cell types, and gene expression and marker protein patterns were collapsed. RNA-sequencing suggested cell-type-specific marker genes and the correlation among samples. In conclusion, four types of cells could be induced from porcine embryos using a single protocol, and they could be isolated manually. Our data will help promote the study of lineage segregation based on embryonic cells.Entities:
Keywords: RNA-seq; blastocyst attachment; embryo; lineage; segregation
Year: 2022 PMID: 36172290 PMCID: PMC9510650 DOI: 10.3389/fcell.2022.918222
Source DB: PubMed Journal: Front Cell Dev Biol ISSN: 2296-634X
List of antibodies.
| Primary antibodies | |||
|---|---|---|---|
| Target | Host | Company | Catalog number |
| SOX SOX172 | Goat | R&D systems | AF1924 |
| SOX2 | Rabbit | Millipore | AB5603 |
| GATA6 | Goat | R&D systems | AF1700 |
| NANOG | Rabbit | Peprotech | 500-P236 |
|
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| Alexa594 | Rabbit/donkey | Invitrogen | A-21207 |
| Alexa488 | Goat/donkey | Invitrogen | A-11055 |
List of oligonucleotides for quantitative PCR.
| Cell lineage | Gene | Forward sequence | Reverse sequence | Annealing temperature (°C) | Product size (base pairs) |
|---|---|---|---|---|---|
| Reference |
| TGCTCCTCCCCGTTCGAC | ATGCGGCCAAATCCGTTC | 60 | 100 |
| Epiblast |
| CTTGGAGAGCCCTGGTTTTACT | GCCAGGTCCGAGGATCAAC | 68 | 159 |
|
| CGGCGGTGGCAACTCTAC | TCGGGACCACACCATGAAAG | 64 | 100 | |
|
| CATCTGCTGAGACCCTCGAC | GGGTCTGCGAGAACACAGTT | 60 | 195 | |
|
| GCTTCTTTCGGAGGAGTGTG | TTGACCTGCGAGTGCTGAT | 60 | 183 | |
|
| GGACCACCTTGCCTTACACA | CTTTCCAGCTGGGTTCCTCC | 60 | 146 | |
|
| GAAAAAGACGTGCTGCGGAA | CCAGCCAAGGTTGTGAGGTT | 60 | 253 | |
| PrE |
| GGTCACCTGTGCCGTCTTTA | TTTGATGGACGGGACCTTGG | 60 | 115 |
|
| GCTGTGGATACCTCGCCAAT | CTTCTCTTCCTCCGAACGGG | 60 | 132 | |
|
| GCAAGATGCTGGGCAAGT | TTGTAGTTGGGGTGGTCCTG | 60 | 112 | |
|
| GACCACCACCACCACGCT | AATCCCCTCTTTCCGCATT | 60 | 121 | |
|
| CGGCCTCTACAGCAAGATGA | AGTTGGCACAGGACAATCCA | 60 | 98 | |
| TE |
| CAGCGGCGGAACCTGTG | ACTCGGTATTTGTCTTTCGTCCTG | 63 | 92 |
|
| TGGGAGTGAGGCCCTAATGA | GGACTACTTAGGTCGGGAGGT | 60 | 111 | |
|
| GCGGGCTCTACCACAAAA | CGTTGGCATTTCTTCTCCA | 60 | 141 | |
| XEN |
| CAGGAGTACCAGAGCCGAAG | ACCTCGGGAGACTTGGACTT | 60 | 107 |
|
| TTTTCAGCAGCCCTATGACC | CCAGGAGAGAGTCCCAGATG | 60 | 107 | |
|
| GGACCATCAGTCCTCTGGAA | AGTTCTGCGTCTCCCAAAGA | 60 | 111 | |
| Mesoderm |
| GGGCAAGGGATGGGAATAAGG | ACCGCTGAGGATGGACAAAG | 60 | 112 |
|
| GAAGCCCTGGAGAACCTCTT | GCTTTCGACGACGTCTTGTT | 60 | 200 | |
|
| GAAACCCGAGCCCAGCC | GGAGTGAAGAGGCAGCGAG | 60 | 172 | |
|
| AGATGTGAACTGCCTGCCC | ATTCTGGTGTGTGTCTCCCTG | 60 | 232 | |
| Germ cell |
| TTCGTGGCTTTCGCCTACTC | CCAGTGGTGCAAACGATGAT | 60 | 161 |
|
| GAACCCAGTTGGGGCATTCA | TTTGATGGCATTCCTGGGCA | 64 | 211 | |
|
| GTTCAGGCAGAGGCATCCTT | GAGTGTGCTGGGTTCACGTA | 60 | 272 | |
|
| CCAGTCAGAGGCGCTATGTG | TGGCAGACCACAAACTGAGG | 64 | 151 |
List of RNA-seq data.
| Access number of GEO | Name of sample | Run | Description | Sample name in this study |
|---|---|---|---|---|
| GSE189477 | GSM5702418 | Not published (private until publication) | Epiblast-like cells | Type A (A) |
| GSM5702419 | Not published (private until publication) | Epiblast-like cells | Type A (A1) | |
| GSM5702420 | Not published (private until publication) | Epiblast-like cells | Type A (A2) | |
| GSM5702421 | Not published (private until publication) | Primitive endoderm-like cells | Type B (B) | |
| GSM5702422 | Not published (private until publication) | Primitive endoderm-like cells | Type B (B1) | |
| GSM5702423 | Not published (private until publication) | Primitive endoderm-like cells | Type B (B2) | |
| GSM5702424 | Not published (private until publication) | Trophectoderm-like cells | Type C (C) | |
| GSM5702425 | Not published (private until publication) | Trophectoderm-like cells | Type C (C1) | |
| GSM5702426 | Not published (private until publication) | Trophectoderm-like cells | Type C (C2) | |
| GSM5702427 | Not published (private until publication) | Mesoderm-like cells | Type D (D) | |
| GSM5702428 | Not published (private until publication) | Mesoderm-like cells | Type D (D1) | |
| GSM5702429 | Not published (private until publication) | Mesoderm-like cells | Type D (D2) | |
| GSE120031 | GSM3391893 | SRR7851658 | Pig fetal fibroblasts | PEF |
| GSM3391894 | SRR7851659 | Pig fetal fibroblasts | PEF | |
| GSM3391895 | SRR7851660 | Pig fetal fibroblasts | PEF | |
| GSM3391902 | SRR7851667 | Pig ESCs | IVF-ES | |
| GSM3391903 | SRR7851668 | Pig ESCs | IVF-ES | |
| GSM3391904 | SRR7851669 | Pig ESCs | IVF-ES | |
| GSE112380 | GSM3069020 | SRR6904203 | Pig embryo: Morula | Morula |
| GSM3069022 | SRR6904205 | Pig embryo: Morula | Morula | |
| GSM3069025 | SRR6904208 | Pig embryo: Morula | Morula | |
| GSM3069058 | SRR6904241 | Pig embryo: EB ICM | EB_ICM | |
| GSM3069061 | SRR6904244 | Pig embryo: EB ICM | EB_ICM | |
| GSM3069065 | SRR6904248 | Pig embryo: EB ICM | EB_ICM | |
| GSM3069081 | SRR6904264 | Pig embryo: EB TE | EB_TE | |
| GSM3069092 | SRR6904275 | Pig embryo: EB TE | EB_TE | |
| GSM3069094 | SRR6904277 | Pig embryo: EB TE | EB_TE | |
| GSM3069096 | SRR6904279 | Pig embryo: LB EPI | LB_Epi | |
| GSM3069113 | SRR6904296 | Pig embryo: LB EPI | LB_Epi | |
| GSM3069118 | SRR6904301 | Pig embryo: LB EPI | LB_Epi | |
| GSM3069131 | SRR6904314 | Pig embryo: HYPO | LB_PrE | |
| GSM3069134 | SRR6904317 | Pig embryo: HYPO | LB_PrE | |
| GSM3069142 | SRR6904325 | Pig embryo: HYPO | LB_PrE | |
| GSE66507 | GSM1624222 | SRR1825955 | Human embryo: TE | TE |
| GSM1624225 | SRR1825958 | Human embryo: TE | TE | |
| GSM1624228 | SRR1825961 | Human embryo: EPI | Epiblast | |
| GSM1624229 | SRR1825962 | Human embryo: TE | TE | |
| GSM1624232 | SRR1825965 | Human embryo: PE | PrE | |
| GSM1868810 | SRR2240580 | Human embryo: PE | PrE | |
| GSM1868810 | SRR2240581 | Human embryo: PE | PrE | |
| GSM1868823 | SRR2240644 | Human embryo: EPI | Epiblast | |
| GSM1868823 | SRR2240645 | Human embryo: EPI | Epiblast |
Tools and parameters.
| Tools_1 | Name of tool | Version | Parameter | Reference |
|---|---|---|---|---|
| Preprocessing | ||||
| Low-quality reads and adapter sequences were filtered according to the following parameters | cutadapt | 2.8 | quality-cutoff (20) and minimum-length (50) |
|
| Alignment | ||||
| Filtered reads were mapped to the reference genome related to the species. The parameters have been set based on ENCODE standard options. | STAR | 2.7.1a | outFilterType (BySJout), outFilterMultimapNmax (20), alignSJoverhangMin (8), alignSJDBoverhangMin (1), outFilterMismatchNmax (999), outFilterMismatchNoverLmax (0.04), alignIntronMin (20), alignIntronMax (1000000), and alignMatesGapMax (1000000) |
|
| Abundance estimation | ||||
| The expression levels of genes and transcripts were calculated using the read mapping information obtained from the aligner in the following manner | RSEM | 1.3.1 | — |
|
| featureCounts | 2.0.0 | — |
| |
| HTSeq-count | 0.11.2 | minaqual (0) and mode (intersection-nonempty) |
| |
| Cufflinks | 2.2.1 | multiread-correct and frag-bias-correct |
| |
| Tools_2 | Name of the tool | Version | Ref | |
| Differentially expressed gene (DEG) analysis | ||||
| Using genes and transcript expression information, genes were predicted with statistically significant differences in expression between samples or groups | TCC | 1.26.0 |
| |
| edgeR | 3.28.1 |
| ||
| DESeq | 1.38.0 |
| ||
| DESeq2 | 1.26.0 |
| ||
| EnhancedVolcano | - |
| ||
| Functional study | ||||
| The biological function of DEGs is being investigated to identify biological clues for research using differences in the expression levels | goseq | 1.38.0 |
| |
| GOplot | 1.0.2 |
| ||
| Data quality control (QC) | ||||
| Data QC was performed to verify sequencing and alignment data, etc. | FastQC | 0.11.9 |
| |
| PCAtools | — |
| ||
| Gviz | 1.30.0 |
|
FIGURE 1Morphologies, alkaline phosphatase staining, and immunocytochemistry of the four types of cells. (A) Morphologies of the four cell types. (B) Alkaline phosphatase staining of the four cell types. (C) Immunocytochemistry staining images of the four cell types for SOX17 and SOX2 (the arrow indicates the area of type A cells). (D) Immunocytochemistry staining images of the four cell types for GATA6 and NANOG. All scale bars are 100 μm.
FIGURE 3Summary of the results from the four types of cells. (A) Summary of characteristics for the cell types. mRNA levels were determined using porcine embryonic fibroblasts as a control. The number of + or − represents the level of statistical significance. (+ or −, p < 0.05; ++ or −, p < 0.01; +++ or −, p < 0.001; ++++ or−, p < 0.0001) (B) Summary of bright-field and immunocytochemistry images. Images were collected from Figure 1.
FIGURE 2Relative expression levels of lineage marker genes. Epiblast: OCT4A, SOX2, NANOG, HNF4A, KLF4, MYC. Primitive endoderm: PDGFRA, PDGFA, SOX17, GATA4, GATA6. Trophectoderm: CDX2, DAB2, GATA3. Extraembryonic endoderm cells: SALL4, SNAI1, SPARC. Mesoderm: T, GSC, GATA5, MIXL1. Germ cells: IFITM3, DDX4, PRDM1, PTEM.
FIGURE 4Effects of signaling inhibitors on the four types of cells. (A) Morphology of each cell type with inhibitor-treated cell types. Images were collected from Figure 5. (B) Expression patterns of marker genes in cell types with inhibitor treatment. All scale bars are 100 μm. Different letters show significant differences among samples. (PDGFRi, platelet-derived growth factor receptor inhibitor; TGFβi, transforming growth factor β inhibitor; MEKi, mitogen-activated protein kinase inhibitor; ND, not detected).
FIGURE 5Immunocytochemistry images of inhibitor-treated cell types for marker proteins. (A) Immunocytochemistry staining of SOX17 and SOX2 with inhibitor-treated cell types. (B) Immunocytochemistry staining of GATA6 and NANOG with inhibitor-treated cell types. (TGFβi, transforming growth factor β inhibitor; MEKi, mitogen-activated protein kinase inhibitor).
List of type-specific up- or down-regulated genes from the four cell types.
| Sample | Upregulated genes | Downregulated genes |
|---|---|---|
| Type A | KRT8, APOE, RBP4, TF, FETUB, GPC3, CLDN6, P3H1, MDH1, APOA1, GSN, ISYNA1, CKB | |
| Type B | CXCL14, COX3, S100A6, CRABP1, APOA1, ENSSSCG00000032599, ENSSSCG00000034846, ENSSSCG00000041596, ENSSSCG00000041875 | |
| Type C | LGMN, S100A6, TACSTD2, ANXA2, B2M, CLDN4, CST6, PTGS2, MEST, ENSSSCG00000017061, GRN, COX1, CD9, MT1A, ENSSSCG00000024911, PLBD1, CSTB, TIMP3, PLET1, ENSSSCG00000035724, ENSSSCG00000037567, KRT7, HSPB1, CTSD, ENSSSCG00000048235 | TMSB10, MDK, PRDX2, ENSSSCG00000014540, UBB, ENO1, H3-3A, ENSSSCG00000032003, IGFBP2 |
| Type D | CKB, CRABP1, HMGN2, S100A11, TMSB10, H2AFZ, ENSSSCG00000009327, ENSSSCG00000012119, MDK, PRDX2, ENSSSCG00000017202, UBB, COX2, ATP8, COX3, ENO1, H3-3A, STMN1, ENSSSCG00000032599, ENSSSCG00000034846, PTMA, ENSSSCG00000039506, ID3 | KRT8, KRT18 |
FIGURE 6RNA-seq data of the four types of cells and comparison of RNA-seq results. (A) Normalized RPKM values of marker genes. Epiblast: OCT4, NANOG, HNF4A, MYC. Primitive endoderm: GATA4, GATA6, SOX17. Trophectoderm: CDX2, DAB2, GATA3. XEN; SPARC. Mesoderm: GATA5, Germ cell: PRDM1. Multidimensional scaling of samples. (B) Multidimensional scaling of 12 samples from the four cell types. (C) Comparison of 12 samples with cultured porcine cells. (D) Comparison of 12 samples with single-cell RNA-seq results from porcine embryos. (E) Comparison of 12 samples with single-cell RNA-seq results from human embryos. (BL, blastocysts; IVF-ES, embryonic stem cells established from in vitro fertilized embryos; PEF, porcine embryonic fibroblasts; EB, early blastocysts; LB, late blastocysts; ICM, inner cell mass; TE, trophectoderm; Epi, epiblasts; PrE, primitive endoderm).