CN113046308A - Novel fibroblast for promoting repair after heart injury and identification method thereof - Google Patents
Novel fibroblast for promoting repair after heart injury and identification method thereof Download PDFInfo
- Publication number
- CN113046308A CN113046308A CN202110245082.6A CN202110245082A CN113046308A CN 113046308 A CN113046308 A CN 113046308A CN 202110245082 A CN202110245082 A CN 202110245082A CN 113046308 A CN113046308 A CN 113046308A
- Authority
- CN
- China
- Prior art keywords
- fibroblast
- fibroblasts
- novel
- mouse
- myocardial infarction
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Images
Classifications
-
- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12N—MICROORGANISMS OR ENZYMES; COMPOSITIONS THEREOF; PROPAGATING, PRESERVING, OR MAINTAINING MICROORGANISMS; MUTATION OR GENETIC ENGINEERING; CULTURE MEDIA
- C12N5/00—Undifferentiated human, animal or plant cells, e.g. cell lines; Tissues; Cultivation or maintenance thereof; Culture media therefor
- C12N5/06—Animal cells or tissues; Human cells or tissues
- C12N5/0602—Vertebrate cells
- C12N5/0652—Cells of skeletal and connective tissues; Mesenchyme
- C12N5/0656—Adult fibroblasts
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61K—PREPARATIONS FOR MEDICAL, DENTAL OR TOILETRY PURPOSES
- A61K35/00—Medicinal preparations containing materials or reaction products thereof with undetermined constitution
- A61K35/12—Materials from mammals; Compositions comprising non-specified tissues or cells; Compositions comprising non-embryonic stem cells; Genetically modified cells
- A61K35/33—Fibroblasts
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61P—SPECIFIC THERAPEUTIC ACTIVITY OF CHEMICAL COMPOUNDS OR MEDICINAL PREPARATIONS
- A61P9/00—Drugs for disorders of the cardiovascular system
- A61P9/10—Drugs for disorders of the cardiovascular system for treating ischaemic or atherosclerotic diseases, e.g. antianginal drugs, coronary vasodilators, drugs for myocardial infarction, retinopathy, cerebrovascula insufficiency, renal arteriosclerosis
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- G01N33/48—Biological material, e.g. blood, urine; Haemocytometers
- G01N33/50—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
- G01N33/53—Immunoassay; Biospecific binding assay; Materials therefor
- G01N33/569—Immunoassay; Biospecific binding assay; Materials therefor for microorganisms, e.g. protozoa, bacteria, viruses
- G01N33/56966—Animal cells
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- G01N33/48—Biological material, e.g. blood, urine; Haemocytometers
- G01N33/50—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
- G01N33/58—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving labelled substances
- G01N33/582—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving labelled substances with fluorescent label
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- G01N33/48—Biological material, e.g. blood, urine; Haemocytometers
- G01N33/50—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
- G01N33/68—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving proteins, peptides or amino acids
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Engineering & Computer Science (AREA)
- Chemical & Material Sciences (AREA)
- Biomedical Technology (AREA)
- Immunology (AREA)
- Urology & Nephrology (AREA)
- Biotechnology (AREA)
- Cell Biology (AREA)
- Hematology (AREA)
- General Health & Medical Sciences (AREA)
- Molecular Biology (AREA)
- Medicinal Chemistry (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Biochemistry (AREA)
- Zoology (AREA)
- Microbiology (AREA)
- Food Science & Technology (AREA)
- Analytical Chemistry (AREA)
- General Physics & Mathematics (AREA)
- Pathology (AREA)
- Physics & Mathematics (AREA)
- Organic Chemistry (AREA)
- Genetics & Genomics (AREA)
- Veterinary Medicine (AREA)
- Virology (AREA)
- Animal Behavior & Ethology (AREA)
- Public Health (AREA)
- Wood Science & Technology (AREA)
- Pharmacology & Pharmacy (AREA)
- Vascular Medicine (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- General Chemical & Material Sciences (AREA)
- Developmental Biology & Embryology (AREA)
- Chemical Kinetics & Catalysis (AREA)
- Heart & Thoracic Surgery (AREA)
- Epidemiology (AREA)
- Tropical Medicine & Parasitology (AREA)
- Rheumatology (AREA)
- Cardiology (AREA)
Abstract
The invention provides a novel fibroblast for promoting repair after heart injury and an identification method thereof, which explores the difference change in the aspects of epigenetic inheritance and gene regulation in a mouse myocardial infarction disease model by using a single-cell ATAC-seq technology and chromatin patency research of high-throughput sequencing. The invention discovers a novel fibroblast in a myocardial infarction disease model, and the fibroblast has the characteristics of both a myocardial cell and a fibroblast, which has profound significance for researching the effect of the fibroblast on repairing the heart in the pathological process.
Description
Technical Field
The invention belongs to the technical field of cell biology, and relates to novel fibroblasts for promoting repair of damaged heart and a marking method thereof.
Background
Myocardial fibroblasts (CF) play a central role in ventricular remodeling associated with different types of fibrosis. At present, Farbehi, Patrick et al have found various cell subsets in myocardial tissue of myocardial-infarcted mice using the single-cell RNA-seq technique (Farbehi N, Patrick R, Dorison A, Xaymardan M, Janbandhu V, Wystub-Lis K, Ho JW, Nordon RE, Harvey RP.Single-cell expression profiling modified dynamic flux of cardiac molecular, vascular and animal cells in height and in essence.2019; 8: e 43882.). Recent studies have shown that fibroblasts do not respond uniformly to cardiac injury. Since true fibroblast markers are limited, the heterogeneity of fibroblast populations in response to cardiac injury remains poorly characterized.
Disclosure of Invention
In view of the above problems, the present invention aims to provide a novel fibroblast for promoting repair after cardiac injury and a method for identifying the same, which utilizes a single-cell ATAC-seq technique to explore the difference changes in epigenetic and genetic regulation in a mouse myocardial infarction disease model through chromatin patency study of high throughput sequencing.
In order to achieve the purpose, the invention adopts the following technical scheme:
a method for identifying a novel class of fibroblasts that promote repair following cardiac injury, comprising:
1) constructing a mouse myocardial infarction disease model;
2) collecting a tissue sample, and carrying out single cell ATAC-seq and subsequent data processing, calibration and cluster analysis to obtain a transcription factor with differential expression;
3) immunofluorescence localizes proteins or novel fibroblasts specifically expressed in two groups of mouse heart tissues.
Preferably, in the step 1), SPF-grade 8-10-week-old C57BL/6J male black mice are selected for constructing a mouse myocardial infarction disease model.
Preferably, step 2) comprises cell clustering based on chromatin opening enrichment peaks or motifs and footprint analysis of Gata 5.
Preferably, step 3) comprises: fixing frozen tissue section with 4% paraformaldehyde for 10min, penetrating with 0.3% Triton X-100 for 10min, sealing with 10% goat serum for 1h, and incubating with primary antibodies from Cola1 and Gata5 at 4 deg.C overnight; the slides were washed 3 times with 0.3% Tween 20 and the corresponding secondary antibodies, Goat Anti-Rabbit IgG H & L and Goat Anti-Mouse IgG H & L, were incubated for 1H at room temperature; after 3 washes with 0.3% Tween 20, the Isl1 primary standard antibody was incubated for 1h at room temperature.
The invention also provides fibroblasts obtained by the above identification method, the subpopulation of which expresses the gene Col1a1 characteristic of fibroblasts and also expresses Gata5 and Isl 1.
The invention has the following beneficial effects:
(1) by constructing a mouse myocardial infarction disease model, the single-cell ATAC-seq results of left ventricular tissues of myocardial infarction groups and sham operation groups show that, except for the detection of Farbehi, most of the fibroblast subgroups discovered by Patrick et al through scRNA-seq, we also discover an unreported fibroblast subgroup; this subgroup expresses genes characteristic of fibroblasts such as Col1a1, while also expressing Gata5 and Isl1, both of which have been shown to be associated with differentiation and identification of cardiac progenitors, which we speculate to be associated with repair following cardiac injury due to myocardial infarction.
(2) Cell clustering based on chromatin opening enrichment peaks or motifs indicates that novel fibroblasts have both cardiomyocytes and fibroblasts characteristics.
(3) Footprinting analysis of Gata5 indicated that Gata5 was upregulated in binding in novel fibroblasts and cardiomyocytes.
The invention discovers a novel fibroblast in a myocardial infarction disease model, and the fibroblast has the characteristics of both a myocardial cell and a fibroblast, which has profound significance for researching the effect of the fibroblast on repairing the heart in the pathological process.
Drawings
FIG. 1 shows the single-cell ATAC-seq results of the left ventricular tissue of the myocardial infarction group and sham operation group according to the present invention.
FIG. 2a Browser track shows the scaTAC-seq signal of Gata5 in different cell populations and FIG. 2b Browser track shows the scaTAC-seq signal of Isl1 in different cell populations.
Figure 3UAMP results show that Gata5+ fibroblast subpopulation simultaneously expressed as fibroblast and cardiomyocyte marker genes.
FIG. 4 shows GO analysis of the Gata5+ fibroblast subpopulation marker gene.
FIG. 5 shows labeling of fibroblasts in myocardial tissue with Col1a1, while locating cells expressing Gata 5.
FIG. 6 shows labeling of fibroblasts in myocardial tissue with Col1a1, while locating cells expressing Gata5 and Isl 1.
Detailed Description
In order to more clearly illustrate the technical solution of the present invention, the present invention is further described by the following examples so that those skilled in the art can further the present invention, but the following examples do not limit the present invention in any way.
If not specifically stated, the materials adopted in the application are all the existing materials, can be directly purchased from the market, and the adopted method can also be realized by the conventional technical means.
Examples
The implementation process of the embodiment is as follows:
1. establishing mouse myocardial infarction disease model
6 SPF-grade C57BL/6J male black mice with age of 8-10 weeks were selected and randomly divided into myocardial infarction group (n-3) and sham operation group (n-3). The isoflurane is sucked before skin preparation and operation, a 2cm oblique incision parallel to the costal arch is made on the left side of the xiphoid process, the heart is slightly pushed to the right side of a mouse by the thumb of a left hand, the heart is fixed leftwards by the index finger and the middle finger of the left hand, force is slightly applied to the fourth five intercostals by the elbow hemostatic forceps, the heart is pressed leftwards and downwards by the index finger and the middle finger of the left hand while the elbow hemostatic forceps enter a heart chamber, the heart apex part is exposed out of the body, the junction of the continuation line of the left atrial appendage towards the heart apex and 1/3 in the heart, namely the approximate position of the left anterior descending branch, the needle is inserted by 6-0 silk thread, the needle insertion thickness is 2-3. After the chest gas was fully evacuated, the mouse skin incision was sutured and the mouse was placed on a thermostatic table until awakened. The sham group performed the same procedure as the myocardial infarction group, except that ligation was not performed. Mice were euthanized 14 days after left anterior descending ligation, left ventricular infarct area tissue was taken from the myocardial infarction group, and left ventricular tissue was taken from the sham operation group. Tissues were snap frozen in liquid nitrogen and subsequently stored at-80 ℃ until single cell ATAC sequencing.
2. Single cell ATAC-seq and processing, calibration and cluster analysis of data.
In this example, the raw scATAC-seq data was first processed by a 'cellrange-atac' tool downloaded from 10XGenomics that maps sequencing reads to MM10 genomic references and generates fragment files. Downstream analysis was then performed using R packs 'archR' with the fragment file as input. For quality control, less than 4000 cells with unique fragments or a TSS enrichment fraction of less than 8 were removed. The duplets are also deleted using default settings. The cells that pass the filter are then clustered by using the 'search' method implemented in the 'archR' packet with high resolution value (1.5 or 2). The 30 neighborhoods of UMAP are used for dimensionality reduction and visualization. For cell cluster annotation, we first integrated the cell annotation generated from previous scRNA-seq data using the 'addGeneIntegrationmatrix' function of 'archR', and then further collated the cell cluster annotation for a particular marker gene. For peak calls, we used the recommended "MACS 2" and set default settings on the aggregate coverage profile of the identified cell population. For the motif interpretation, footprint analysis, and the rest of the downstream analysis of the trace map, we used the functionality provided by the "archR" software package with the recommended settings.
The important conclusion is as follows
(1) Single cell ATAC-seq results for myocardial infarction and sham operated left ventricular tissue are shown in FIG. 1. in addition to Farbehi being detected, the majority of the fibrous cell subpopulations found by Patrick et al by scRNA-seq, we also found an unreported fibroblast subpopulation (as indicated by the arrow in FIG. 1); the population of fibroblasts at Gata5+ is up-regulated at Gata5 and Isl 1.
Note: in the actual picture, the new fibroblast subpopulation is shown as a dot of a different color from the existing fibroblasts, and since the drawing is a black and white drawing, only a portion of the representative dots are indicated by arrows for illustration.
(2) FIGS. 2a and 2b Browser track show the scaTAC-seq signals of Gata5 and Isl1 in different cell populations. There are no reported subpopulations of fibroblasts expressing fibroblast signature genes, such as Ddr2, Col1a1, Adgrd1, and Twist 1. According to the expression patterns of Myom3, Myo5b, and Actl11, Gata5+ fibroblasts are more similar to myofibroblasts and cardiomyocytes than cardiac fibroblasts.
(3) Cell clustering based on chromatin opening enrichment peaks or motifs showed that the Gata5+ fibroblast subpopulation expressed both fibroblast and cardiomyocyte marker genes as shown by the UAMP results in fig. 3.
(4) This subpopulation expresses genes characteristic of fibroblasts such as Col1a1, while also expressing Gata5 and Isl1, both of which have been shown to be associated with differentiation and identification of cardiac progenitors, which we speculate to be associated with repair of such fibroblasts following cardiac injury caused by myocardial infarction, fig. 4 GO analysis of Gata5+ fibroblast subpopulation marker genes.
3. Immunofluorescence mapping of specifically expressed proteins or novel fibroblasts in two groups of mouse heart tissues to construct a mouse myocardial infarction disease model as described above, euthanization was performed 14 days after surgery. After perfusion with PBS, left ventricular tissue was removed, fixed in 4% paraformaldehyde overnight, dehydrated with 30% sucrose, embedded in optimal cutting temperature compound, and refrigerated at-80 ℃. The myocardial tissue was cut into 5 μm thick sections at-20 ℃ and stored in a cryostat at-20 ℃ for staining. Frozen tissue sections were fixed with 4% paraformaldehyde for 10min, infiltrated with 0.3% Triton X-100 for 10min, blocked with 10% goat serum for 1h, and primary antibodies from two non-identical species, Cola1(Abcam, ab260043) and Gata5(Santa Cruz, sc-373684) were incubated overnight at 4 ℃. The slides were washed 3 times with 0.3% Tween 20, the corresponding secondary antibody, Goat Anti-Rabbit IgG H&L(Alexa647) (Abcam, ab150083) and Goat Anti-Mouse IgG H&L(Alexa488) (Abcam, ab150117) incubated at room temperature for 1 h. By usingAfter 3 washes with 0.3% Tween 20, Isl1 direct primary antibody (Abcam, ab203406) was incubated for 1h at room temperature. Sections were washed 3 times with 0.3% Tween 20 before mounting with DAPI-containing anti-quench mounting agent. After standing at room temperature for 5min, the slide was placed in a refrigerator at 4 ℃ until observed under a confocal laser microscope. The immunofluorescence results are shown in FIG. 5 and FIG. 6.
In FIG. 5, the Col1a1 is used to mark the fibroblasts in the myocardial tissue, and the cells expressing Gata5 are located to be the novel fibroblasts. In FIG. 6, the Col1a1 is used to mark the fibroblasts in the myocardial tissue, and the cells expressing both Gata5 and Isl1 are located as novel fibroblasts.
Claims (5)
1. A method for identifying a novel class of fibroblasts that promote repair following cardiac injury, comprising:
1) constructing a mouse myocardial infarction disease model;
2) collecting a tissue sample to carry out single cell ATAC-seq and subsequent data processing, calibration and cluster analysis to obtain a transcription factor with differential expression;
3) immunofluorescence localizes proteins or novel fibroblasts specifically expressed in two groups of mouse heart tissues.
2. The method for identifying a novel fibroblast for promoting repair after heart injury according to claim 1, wherein in the step 1), SPF-grade C57BL/6J male black mice with age of 8-10 weeks are selected for constructing a mouse myocardial infarction disease model.
3. The method of claim 1, wherein step 2) comprises a cell clustering analysis based on chromatin opening enrichment peaks or motifs and a footprint analysis of Gata 5.
4. The method of claim 1, wherein step 3) comprises: fixing frozen tissue section with 4% paraformaldehyde for 10min, penetrating with 0.3% Triton X-100 for 10min, sealing with 10% goat serum for 1h, and incubating with primary antibodies from Cola1 and Gata5 at 4 deg.C overnight; the slides were washed 3 times with 0.3% Tween 20 and the corresponding secondary antibodies, Goat Anti-Rabbit IgG H & L and Goat Anti-Mouse IgG H & L, were incubated for 1H at room temperature; after 3 washes with 0.3% Tween 20, the Isl1 primary standard antibody was incubated for 1h at room temperature.
5. Fibroblast cells obtained by the method for identifying a novel class of fibroblasts promoting repair after cardiac injury according to any one of claims 1 to 4, a subgroup of which expresses the gene characteristic of fibroblast cells, Col1a1, and at the same time also expresses Gata5 and Isl 1.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202110245082.6A CN113046308A (en) | 2021-03-05 | 2021-03-05 | Novel fibroblast for promoting repair after heart injury and identification method thereof |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202110245082.6A CN113046308A (en) | 2021-03-05 | 2021-03-05 | Novel fibroblast for promoting repair after heart injury and identification method thereof |
Publications (1)
Publication Number | Publication Date |
---|---|
CN113046308A true CN113046308A (en) | 2021-06-29 |
Family
ID=76510088
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202110245082.6A Pending CN113046308A (en) | 2021-03-05 | 2021-03-05 | Novel fibroblast for promoting repair after heart injury and identification method thereof |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN113046308A (en) |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20130216503A1 (en) * | 2010-04-28 | 2013-08-22 | The J. David Gladstone Institutes | Methods for Generating Cardiomyocytes |
US20190062696A1 (en) * | 2017-08-23 | 2019-02-28 | Procella Therapeutics Ab | Use of neuropilin-1 (nrp1) as a cell surface marker for isolating human cardiac ventricular progenitor cells |
-
2021
- 2021-03-05 CN CN202110245082.6A patent/CN113046308A/en active Pending
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20130216503A1 (en) * | 2010-04-28 | 2013-08-22 | The J. David Gladstone Institutes | Methods for Generating Cardiomyocytes |
US20190062696A1 (en) * | 2017-08-23 | 2019-02-28 | Procella Therapeutics Ab | Use of neuropilin-1 (nrp1) as a cell surface marker for isolating human cardiac ventricular progenitor cells |
Non-Patent Citations (1)
Title |
---|
ADRIAN RUIZ-VILLALBA等: "Single-cell RNA sequencing analysis reveals a crucial role for CTHRC1 (collagen triple helix repeat containing 1) cardiac fibrolasts after myocardial infaction", 《CIRCULATION》 * |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
Ai et al. | Profiling chromatin states using single-cell itChIP-seq | |
Siersbæk et al. | Dynamic rewiring of promoter-anchored chromatin loops during adipocyte differentiation | |
Noseda et al. | PDGFRα demarcates the cardiogenic clonogenic Sca1+ stem/progenitor cell in adult murine myocardium | |
Gomez et al. | Detection of histone modifications at specific gene loci in single cells in histological sections | |
Fransioli et al. | Evolution of the c-kit-positive cell response to pathological challenge in the myocardium | |
Kalali et al. | Double-stranded RNA induces an antiviral defense status in epidermal keratinocytes through TLR3-, PKR-, and MDA5/RIG-I-mediated differential signaling | |
Lim et al. | Organoid modeling of human fetal lung alveolar development reveals mechanisms of cell fate patterning and neonatal respiratory disease | |
CN113528672B (en) | Primer and probe combination for early screening of bladder cancer, kit and application | |
Karagianni et al. | Transcriptional response of ovine lung to infection with jaagsiekte sheep retrovirus | |
EP4034142A1 (en) | Lung fibrosis model and methods of using the same | |
De Bono et al. | Single-cell transcriptomics uncovers a non-autonomous Tbx1-dependent genetic program controlling cardiac neural crest cell development | |
CN113046308A (en) | Novel fibroblast for promoting repair after heart injury and identification method thereof | |
Soliman et al. | Fibroblast and myofibroblast subtypes: single cell sequencing | |
Alsafadi et al. | Simultaneous isolation of proximal and distal lung progenitor cells from individual mice using a 3D printed guide reduces proximal cell contamination of distal lung epithelial cell isolations | |
Mark et al. | HER-2/neu oncogene amplification in cervical cancer studied by fluorescent in situ hybridization | |
CN107236709B (en) | High-metastasis human ovarian cancer cell line derived from lung metastasis and establishment and application thereof | |
NOZAKI et al. | Trypanosoma cruzi: flow cytometric analysis of developmental stage differences in DNA | |
CN109628599A (en) | ALK fusion gene detection and parting kit based on the analysis of sandwich method high-resolution fusion curve | |
Jabart et al. | Single-cell protein expression of hiPSC-derived cardiomyocytes using Single-Cell Westerns | |
US9523074B2 (en) | Sub-totipotent stem cell product and apparent hereditary modifying label thereof | |
CN104017886A (en) | Nested polymerase chain reaction (PCR) detection kit for cylindrocladium scoparium and using method of detection kit | |
Zhou et al. | STRA6 is essential for induction of vascular smooth muscle lineages in human embryonic cardiac outflow tract development | |
WO2019036823A1 (en) | Prediction of prognosis of colorectal cancer by expression levels of gene | |
Wang et al. | Intratumoral heterogeneity of esophageal squamous cell carcinoma and its clinical significance | |
Li et al. | Single‐cell transcriptomics provides insights into the origin and immune microenvironment of cervical precancerous lesions |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
RJ01 | Rejection of invention patent application after publication | ||
RJ01 | Rejection of invention patent application after publication |
Application publication date: 20210629 |