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Gene: SDC4 |
Gene summary for SDC4 |
Gene summary. |
Gene information | Species | Human | Gene symbol | SDC4 | Gene ID | 6385 |
Gene name | syndecan 4 | |
Gene Alias | SYND4 | |
Cytomap | 20q13.12 | |
Gene Type | protein-coding | GO ID | GO:0001655 | UniProtAcc | P31431 |
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Malignant transformation analysis |
Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells |
Malignant transformation involving gene list. |
Entrez ID | Symbol | Replicates | Species | Organ | Tissue | Adj P-value | Log2FC | Malignancy |
6385 | SDC4 | GSM4909285 | Human | Breast | IDC | 2.01e-09 | -4.73e-01 | 0.21 |
6385 | SDC4 | GSM4909288 | Human | Breast | IDC | 1.21e-03 | -3.37e-01 | 0.0988 |
6385 | SDC4 | GSM4909290 | Human | Breast | IDC | 1.62e-08 | -4.99e-01 | 0.2096 |
6385 | SDC4 | GSM4909294 | Human | Breast | IDC | 1.01e-15 | -5.57e-01 | 0.2022 |
6385 | SDC4 | GSM4909296 | Human | Breast | IDC | 2.30e-14 | -4.88e-01 | 0.1524 |
6385 | SDC4 | GSM4909297 | Human | Breast | IDC | 1.44e-07 | -1.89e-03 | 0.1517 |
6385 | SDC4 | GSM4909299 | Human | Breast | IDC | 3.62e-04 | 3.28e-01 | 0.035 |
6385 | SDC4 | GSM4909304 | Human | Breast | IDC | 9.01e-05 | -3.89e-01 | 0.1636 |
6385 | SDC4 | GSM4909306 | Human | Breast | IDC | 1.70e-08 | -4.43e-01 | 0.1564 |
6385 | SDC4 | GSM4909307 | Human | Breast | IDC | 1.42e-08 | -4.66e-01 | 0.1569 |
6385 | SDC4 | GSM4909311 | Human | Breast | IDC | 1.10e-31 | -4.50e-01 | 0.1534 |
6385 | SDC4 | GSM4909312 | Human | Breast | IDC | 4.20e-10 | -2.46e-01 | 0.1552 |
6385 | SDC4 | GSM4909313 | Human | Breast | IDC | 1.63e-08 | 3.12e-01 | 0.0391 |
6385 | SDC4 | GSM4909315 | Human | Breast | IDC | 2.32e-07 | -4.07e-01 | 0.21 |
6385 | SDC4 | GSM4909316 | Human | Breast | IDC | 6.95e-03 | -4.87e-01 | 0.21 |
6385 | SDC4 | GSM4909318 | Human | Breast | IDC | 5.82e-03 | -4.58e-01 | 0.2031 |
6385 | SDC4 | GSM4909319 | Human | Breast | IDC | 1.82e-37 | -7.22e-01 | 0.1563 |
6385 | SDC4 | GSM4909320 | Human | Breast | IDC | 3.22e-13 | -6.99e-01 | 0.1575 |
6385 | SDC4 | GSM4909321 | Human | Breast | IDC | 7.02e-16 | -3.60e-01 | 0.1559 |
6385 | SDC4 | brca1 | Human | Breast | Precancer | 2.27e-02 | -1.86e-01 | -0.0338 |
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Transcriptomic changes along malignancy continuum. |
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage. |
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Malignant transformation related pathway analysis |
Find out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer |
Figure of enriched GO biological processes. |
Tissue | Disease Stage | Enriched GO biological Processes |
Colorectum | AD | |
Colorectum | SER | |
Colorectum | MSS | |
Colorectum | MSI-H | |
Colorectum | FAP |
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust). |
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Enriched GO biological processes. |
GO ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | Count |
GO:00457859 | Breast | Precancer | positive regulation of cell adhesion | 52/1080 | 437/18723 | 5.74e-07 | 2.49e-05 | 52 |
GO:00420609 | Breast | Precancer | wound healing | 48/1080 | 422/18723 | 5.48e-06 | 1.63e-04 | 48 |
GO:00421107 | Breast | Precancer | T cell activation | 52/1080 | 487/18723 | 1.37e-05 | 3.42e-04 | 52 |
GO:19029059 | Breast | Precancer | positive regulation of supramolecular fiber organization | 28/1080 | 209/18723 | 2.79e-05 | 6.28e-04 | 28 |
GO:19029039 | Breast | Precancer | regulation of supramolecular fiber organization | 42/1080 | 383/18723 | 4.92e-05 | 1.04e-03 | 42 |
GO:00508637 | Breast | Precancer | regulation of T cell activation | 37/1080 | 329/18723 | 8.04e-05 | 1.56e-03 | 37 |
GO:00071597 | Breast | Precancer | leukocyte cell-cell adhesion | 40/1080 | 371/18723 | 1.07e-04 | 1.94e-03 | 40 |
GO:00329709 | Breast | Precancer | regulation of actin filament-based process | 42/1080 | 397/18723 | 1.11e-04 | 2.01e-03 | 42 |
GO:00514959 | Breast | Precancer | positive regulation of cytoskeleton organization | 28/1080 | 226/18723 | 1.13e-04 | 2.04e-03 | 28 |
GO:00224079 | Breast | Precancer | regulation of cell-cell adhesion | 45/1080 | 448/18723 | 2.12e-04 | 3.30e-03 | 45 |
GO:00016678 | Breast | Precancer | ameboidal-type cell migration | 47/1080 | 475/18723 | 2.19e-04 | 3.35e-03 | 47 |
GO:19030377 | Breast | Precancer | regulation of leukocyte cell-cell adhesion | 36/1080 | 336/18723 | 2.61e-04 | 3.84e-03 | 36 |
GO:00070159 | Breast | Precancer | actin filament organization | 44/1080 | 442/18723 | 3.02e-04 | 4.35e-03 | 44 |
GO:01501174 | Breast | Precancer | positive regulation of cell-substrate junction organization | 8/1080 | 33/18723 | 4.55e-04 | 6.02e-03 | 8 |
GO:00329569 | Breast | Precancer | regulation of actin cytoskeleton organization | 36/1080 | 358/18723 | 8.56e-04 | 9.88e-03 | 36 |
GO:00351486 | Breast | Precancer | tube formation | 19/1080 | 148/18723 | 8.79e-04 | 1.01e-02 | 19 |
GO:19035434 | Breast | Precancer | positive regulation of exosomal secretion | 5/1080 | 15/18723 | 1.17e-03 | 1.26e-02 | 5 |
GO:00420987 | Breast | Precancer | T cell proliferation | 23/1080 | 199/18723 | 1.17e-03 | 1.27e-02 | 23 |
GO:00026836 | Breast | Precancer | negative regulation of immune system process | 41/1080 | 434/18723 | 1.33e-03 | 1.40e-02 | 41 |
GO:01100539 | Breast | Precancer | regulation of actin filament organization | 29/1080 | 278/18723 | 1.50e-03 | 1.55e-02 | 29 |
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Enriched KEGG pathways. |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0541818 | Breast | Precancer | Fluid shear stress and atherosclerosis | 28/684 | 139/8465 | 4.74e-06 | 6.00e-05 | 4.59e-05 | 28 |
hsa0520514 | Breast | Precancer | Proteoglycans in cancer | 30/684 | 205/8465 | 1.00e-03 | 7.18e-03 | 5.50e-03 | 30 |
hsa0541819 | Breast | Precancer | Fluid shear stress and atherosclerosis | 28/684 | 139/8465 | 4.74e-06 | 6.00e-05 | 4.59e-05 | 28 |
hsa0520515 | Breast | Precancer | Proteoglycans in cancer | 30/684 | 205/8465 | 1.00e-03 | 7.18e-03 | 5.50e-03 | 30 |
hsa0541824 | Breast | IDC | Fluid shear stress and atherosclerosis | 34/867 | 139/8465 | 9.41e-07 | 1.61e-05 | 1.20e-05 | 34 |
hsa0520523 | Breast | IDC | Proteoglycans in cancer | 42/867 | 205/8465 | 7.69e-06 | 9.99e-05 | 7.48e-05 | 42 |
hsa0541834 | Breast | IDC | Fluid shear stress and atherosclerosis | 34/867 | 139/8465 | 9.41e-07 | 1.61e-05 | 1.20e-05 | 34 |
hsa0520533 | Breast | IDC | Proteoglycans in cancer | 42/867 | 205/8465 | 7.69e-06 | 9.99e-05 | 7.48e-05 | 42 |
hsa0541844 | Breast | DCIS | Fluid shear stress and atherosclerosis | 34/846 | 139/8465 | 5.31e-07 | 9.03e-06 | 6.65e-06 | 34 |
hsa0520542 | Breast | DCIS | Proteoglycans in cancer | 39/846 | 205/8465 | 5.36e-05 | 5.58e-04 | 4.11e-04 | 39 |
hsa0541854 | Breast | DCIS | Fluid shear stress and atherosclerosis | 34/846 | 139/8465 | 5.31e-07 | 9.03e-06 | 6.65e-06 | 34 |
hsa0520552 | Breast | DCIS | Proteoglycans in cancer | 39/846 | 205/8465 | 5.36e-05 | 5.58e-04 | 4.11e-04 | 39 |
hsa0541820 | Cervix | CC | Fluid shear stress and atherosclerosis | 50/1267 | 139/8465 | 5.71e-10 | 1.32e-08 | 7.81e-09 | 50 |
hsa0520516 | Cervix | CC | Proteoglycans in cancer | 60/1267 | 205/8465 | 9.13e-08 | 1.18e-06 | 7.00e-07 | 60 |
hsa045147 | Cervix | CC | Cell adhesion molecules | 36/1267 | 157/8465 | 4.94e-03 | 1.67e-02 | 9.86e-03 | 36 |
hsa05418110 | Cervix | CC | Fluid shear stress and atherosclerosis | 50/1267 | 139/8465 | 5.71e-10 | 1.32e-08 | 7.81e-09 | 50 |
hsa0520517 | Cervix | CC | Proteoglycans in cancer | 60/1267 | 205/8465 | 9.13e-08 | 1.18e-06 | 7.00e-07 | 60 |
hsa0451412 | Cervix | CC | Cell adhesion molecules | 36/1267 | 157/8465 | 4.94e-03 | 1.67e-02 | 9.86e-03 | 36 |
hsa0451421 | Cervix | HSIL_HPV | Cell adhesion molecules | 20/459 | 157/8465 | 3.03e-04 | 3.06e-03 | 2.47e-03 | 20 |
hsa045124 | Cervix | HSIL_HPV | ECM-receptor interaction | 12/459 | 89/8465 | 2.95e-03 | 1.88e-02 | 1.52e-02 | 12 |
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Cell-cell communication analysis |
Identification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states |
Ligand | Receptor | LRpair | Pathway | Tissue | Disease Stage |
COL1A1 | SDC4 | COL1A1_SDC4 | COLLAGEN | Breast | ADJ |
COL1A2 | SDC4 | COL1A2_SDC4 | COLLAGEN | Breast | ADJ |
COL4A1 | SDC4 | COL4A1_SDC4 | COLLAGEN | Breast | ADJ |
COL4A2 | SDC4 | COL4A2_SDC4 | COLLAGEN | Breast | ADJ |
COL6A1 | SDC4 | COL6A1_SDC4 | COLLAGEN | Breast | ADJ |
COL6A2 | SDC4 | COL6A2_SDC4 | COLLAGEN | Breast | ADJ |
COL6A3 | SDC4 | COL6A3_SDC4 | COLLAGEN | Breast | ADJ |
THBS1 | SDC4 | THBS1_SDC4 | THBS | Breast | ADJ |
THBS2 | SDC4 | THBS2_SDC4 | THBS | Breast | ADJ |
ANGPTL4 | SDC4 | ANGPTL4_SDC4 | ANGPTL | Breast | ADJ |
MDK | SDC4 | MDK_SDC4 | MK | Breast | ADJ |
FN1 | SDC4 | FN1_SDC4 | FN1 | Breast | ADJ |
TNC | SDC4 | TNC_SDC4 | TENASCIN | Breast | ADJ |
TNXB | SDC4 | TNXB_SDC4 | TENASCIN | Breast | ADJ |
COL1A1 | SDC4 | COL1A1_SDC4 | COLLAGEN | Breast | DCIS |
COL1A2 | SDC4 | COL1A2_SDC4 | COLLAGEN | Breast | DCIS |
COL4A1 | SDC4 | COL4A1_SDC4 | COLLAGEN | Breast | DCIS |
COL4A2 | SDC4 | COL4A2_SDC4 | COLLAGEN | Breast | DCIS |
COL6A1 | SDC4 | COL6A1_SDC4 | COLLAGEN | Breast | DCIS |
COL6A2 | SDC4 | COL6A2_SDC4 | COLLAGEN | Breast | DCIS |
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Single-cell gene regulatory network inference analysis |
Find out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states |
TF | Cell Type | Tissue | Disease Stage | Target Gene | RSS | Regulon Activity |
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression. |
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Somatic mutation of malignant transformation related genes |
Annotation of somatic variants for genes involved in malignant transformation |
Hugo Symbol | Variant Class | Variant Classification | dbSNP RS | HGVSc | HGVSp | HGVSp Short | SWISSPROT | BIOTYPE | SIFT | PolyPhen | Tumor Sample Barcode | Tissue | Histology | Sex | Age | Stage | Therapy Types | Drugs | Outcome |
SDC4 | SNV | Missense_Mutation | c.181N>A | p.Ser61Thr | p.S61T | P31431 | protein_coding | deleterious(0.04) | probably_damaging(0.994) | TCGA-A8-A09Z-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD | |
SDC4 | SNV | Missense_Mutation | c.74N>G | p.Glu25Gly | p.E25G | P31431 | protein_coding | deleterious(0) | probably_damaging(0.997) | TCGA-AZ-6601-01 | Colorectum | colon adenocarcinoma | Male | >=65 | I/II | Unknown | Unknown | PD | |
SDC4 | SNV | Missense_Mutation | rs201484099 | c.592N>A | p.Ala198Thr | p.A198T | P31431 | protein_coding | deleterious(0) | probably_damaging(0.997) | TCGA-A5-A1OF-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
SDC4 | SNV | Missense_Mutation | rs750355782 | c.431N>T | p.Thr144Met | p.T144M | P31431 | protein_coding | deleterious(0.05) | probably_damaging(0.99) | TCGA-A5-A1OF-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
SDC4 | SNV | Missense_Mutation | novel | c.517N>G | p.Lys173Glu | p.K173E | P31431 | protein_coding | deleterious(0) | probably_damaging(0.989) | TCGA-AX-A06F-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | III/IV | Chemotherapy | carboplatin | SD |
SDC4 | SNV | Missense_Mutation | c.552N>T | p.Lys184Asn | p.K184N | P31431 | protein_coding | deleterious(0) | probably_damaging(0.998) | TCGA-AX-A0J0-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD | |
SDC4 | SNV | Missense_Mutation | novel | c.97N>A | p.Leu33Ile | p.L33I | P31431 | protein_coding | tolerated(0.2) | possibly_damaging(0.551) | TCGA-B5-A1MX-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Hormone Therapy | megace | SD |
SDC4 | SNV | Missense_Mutation | c.287G>A | p.Gly96Glu | p.G96E | P31431 | protein_coding | tolerated(0.28) | benign(0.03) | TCGA-BS-A0U8-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | III/IV | Chemotherapy | doxorubicin | SD | |
SDC4 | SNV | Missense_Mutation | novel | c.344N>T | p.Arg115Ile | p.R115I | P31431 | protein_coding | deleterious(0.01) | possibly_damaging(0.773) | TCGA-BS-A0UV-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | III/IV | Unknown | Unknown | SD |
SDC4 | SNV | Missense_Mutation | novel | c.104G>A | p.Gly35Asp | p.G35D | P31431 | protein_coding | tolerated(0.2) | benign(0.003) | TCGA-D1-A2G0-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
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Related drugs of malignant transformation related genes |
Identification of chemicals and drugs interact with genes involved in malignant transfromation |
(DGIdb 4.0) |
Entrez ID | Symbol | Category | Interaction Types | Drug Claim Name | Drug Name | PMIDs |
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