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Gene: CST3 |
Gene summary for CST3 |
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Gene information | Species | Human | Gene symbol | CST3 | Gene ID | 1471 |
Gene name | cystatin C | |
Gene Alias | ARMD11 | |
Cytomap | 20p11.21 | |
Gene Type | protein-coding | GO ID | GO:0001974 | UniProtAcc | A0A0K0K1J1 |
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Malignant transformation analysis |
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Entrez ID | Symbol | Replicates | Species | Organ | Tissue | Adj P-value | Log2FC | Malignancy |
1471 | CST3 | GSM4909277 | Human | Breast | Precancer | 3.80e-04 | -8.89e-01 | 0.0177 |
1471 | CST3 | GSM4909282 | Human | Breast | IDC | 1.04e-27 | 6.27e-01 | -0.0288 |
1471 | CST3 | GSM4909285 | Human | Breast | IDC | 7.49e-07 | -3.37e-01 | 0.21 |
1471 | CST3 | GSM4909286 | Human | Breast | IDC | 3.50e-25 | 6.68e-01 | 0.1081 |
1471 | CST3 | GSM4909291 | Human | Breast | IDC | 1.73e-02 | 3.32e-01 | 0.1753 |
1471 | CST3 | GSM4909293 | Human | Breast | IDC | 9.19e-08 | 2.32e-01 | 0.1581 |
1471 | CST3 | GSM4909294 | Human | Breast | IDC | 1.06e-08 | -4.61e-01 | 0.2022 |
1471 | CST3 | GSM4909296 | Human | Breast | IDC | 1.51e-23 | -6.48e-01 | 0.1524 |
1471 | CST3 | GSM4909297 | Human | Breast | IDC | 2.79e-24 | 4.06e-01 | 0.1517 |
1471 | CST3 | GSM4909298 | Human | Breast | IDC | 1.48e-50 | 8.79e-01 | 0.1551 |
1471 | CST3 | GSM4909301 | Human | Breast | IDC | 3.63e-26 | 5.96e-01 | 0.1577 |
1471 | CST3 | GSM4909302 | Human | Breast | IDC | 5.19e-05 | 3.43e-01 | 0.1545 |
1471 | CST3 | GSM4909306 | Human | Breast | IDC | 1.89e-10 | 4.73e-01 | 0.1564 |
1471 | CST3 | GSM4909307 | Human | Breast | IDC | 3.66e-29 | 6.55e-01 | 0.1569 |
1471 | CST3 | GSM4909308 | Human | Breast | IDC | 4.86e-113 | 1.10e+00 | 0.158 |
1471 | CST3 | GSM4909311 | Human | Breast | IDC | 1.80e-32 | -6.04e-02 | 0.1534 |
1471 | CST3 | GSM4909312 | Human | Breast | IDC | 3.86e-19 | 4.43e-01 | 0.1552 |
1471 | CST3 | GSM4909315 | Human | Breast | IDC | 4.37e-17 | -5.87e-01 | 0.21 |
1471 | CST3 | GSM4909316 | Human | Breast | IDC | 6.38e-06 | -6.75e-01 | 0.21 |
1471 | CST3 | GSM4909319 | Human | Breast | IDC | 1.95e-53 | 3.46e-01 | 0.1563 |
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 |
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∗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 |
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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). |
Page: 1 2 3 4 5 6 7 8 9 |
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GO ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | Count |
GO:0009895112 | Skin | SCCIS | negative regulation of catabolic process | 30/919 | 320/18723 | 5.43e-04 | 8.33e-03 | 30 |
GO:004877111 | Skin | SCCIS | tissue remodeling | 19/919 | 175/18723 | 9.98e-04 | 1.25e-02 | 19 |
GO:00329632 | Skin | SCCIS | collagen metabolic process | 13/919 | 104/18723 | 1.72e-03 | 1.87e-02 | 13 |
GO:004217629 | Skin | cSCC | regulation of protein catabolic process | 198/4864 | 391/18723 | 6.03e-26 | 1.89e-23 | 198 |
GO:0022411112 | Skin | cSCC | cellular component disassembly | 201/4864 | 443/18723 | 4.09e-19 | 5.69e-17 | 201 |
GO:003133028 | Skin | cSCC | negative regulation of cellular catabolic process | 115/4864 | 262/18723 | 2.03e-10 | 8.72e-09 | 115 |
GO:000989527 | Skin | cSCC | negative regulation of catabolic process | 133/4864 | 320/18723 | 6.99e-10 | 2.77e-08 | 133 |
GO:004217725 | Skin | cSCC | negative regulation of protein catabolic process | 63/4864 | 121/18723 | 7.70e-10 | 3.04e-08 | 63 |
GO:005254728 | Skin | cSCC | regulation of peptidase activity | 177/4864 | 461/18723 | 2.21e-09 | 8.02e-08 | 177 |
GO:005254828 | Skin | cSCC | regulation of endopeptidase activity | 165/4864 | 432/18723 | 1.18e-08 | 3.63e-07 | 165 |
GO:004586128 | Skin | cSCC | negative regulation of proteolysis | 128/4864 | 351/18723 | 7.95e-06 | 1.09e-04 | 128 |
GO:005134627 | Skin | cSCC | negative regulation of hydrolase activity | 130/4864 | 379/18723 | 1.74e-04 | 1.49e-03 | 130 |
GO:001095125 | Skin | cSCC | negative regulation of endopeptidase activity | 89/4864 | 252/18723 | 6.05e-04 | 4.38e-03 | 89 |
GO:001046626 | Skin | cSCC | negative regulation of peptidase activity | 91/4864 | 262/18723 | 9.73e-04 | 6.58e-03 | 91 |
GO:00525476 | Stomach | GC | regulation of peptidase activity | 67/1159 | 461/18723 | 5.35e-11 | 1.10e-08 | 67 |
GO:00525486 | Stomach | GC | regulation of endopeptidase activity | 63/1159 | 432/18723 | 1.76e-10 | 2.82e-08 | 63 |
GO:00458616 | Stomach | GC | negative regulation of proteolysis | 50/1159 | 351/18723 | 2.96e-08 | 2.33e-06 | 50 |
GO:00513466 | Stomach | GC | negative regulation of hydrolase activity | 51/1159 | 379/18723 | 1.38e-07 | 8.14e-06 | 51 |
GO:00104666 | Stomach | GC | negative regulation of peptidase activity | 38/1159 | 262/18723 | 8.47e-07 | 4.18e-05 | 38 |
GO:00109516 | Stomach | GC | negative regulation of endopeptidase activity | 37/1159 | 252/18723 | 8.69e-07 | 4.26e-05 | 37 |
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Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa049704 | Breast | IDC | Salivary secretion | 18/867 | 93/8465 | 5.69e-03 | 3.13e-02 | 2.34e-02 | 18 |
hsa0497011 | Breast | IDC | Salivary secretion | 18/867 | 93/8465 | 5.69e-03 | 3.13e-02 | 2.34e-02 | 18 |
hsa04970 | Colorectum | FAP | Salivary secretion | 24/1404 | 93/8465 | 1.52e-02 | 4.99e-02 | 3.03e-02 | 24 |
hsa049701 | Colorectum | FAP | Salivary secretion | 24/1404 | 93/8465 | 1.52e-02 | 4.99e-02 | 3.03e-02 | 24 |
hsa049702 | Colorectum | CRC | Salivary secretion | 22/1091 | 93/8465 | 3.03e-03 | 1.91e-02 | 1.29e-02 | 22 |
hsa049703 | Colorectum | CRC | Salivary secretion | 22/1091 | 93/8465 | 3.03e-03 | 1.91e-02 | 1.29e-02 | 22 |
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Cell-cell communication analysis |
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Ligand | Receptor | LRpair | Pathway | Tissue | Disease Stage |
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Single-cell gene regulatory network inference analysis |
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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 |
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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 |
CST3 | SNV | Missense_Mutation | rs759445850 | c.416N>T | p.Ser139Leu | p.S139L | P01034 | protein_coding | tolerated(0.36) | benign(0.001) | TCGA-A8-A06O-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Hormone Therapy | letrozole | SD |
CST3 | SNV | Missense_Mutation | novel | c.267N>A | p.Phe89Leu | p.F89L | P01034 | protein_coding | tolerated(0.17) | benign(0.187) | TCGA-AN-A046-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
CST3 | SNV | Missense_Mutation | c.169N>T | p.Val57Phe | p.V57F | P01034 | protein_coding | deleterious(0.01) | probably_damaging(0.988) | TCGA-CK-4951-01 | Colorectum | colon adenocarcinoma | Female | >=65 | I/II | Unknown | Unknown | PD | |
CST3 | SNV | Missense_Mutation | c.399N>T | p.Gln133His | p.Q133H | P01034 | protein_coding | tolerated(0.13) | benign(0.407) | TCGA-AP-A051-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD | |
CST3 | SNV | Missense_Mutation | c.287N>A | p.Arg96Gln | p.R96Q | P01034 | protein_coding | deleterious(0.04) | probably_damaging(0.934) | TCGA-AX-A0J0-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD | |
CST3 | SNV | Missense_Mutation | novel | c.364N>A | p.Phe122Ile | p.F122I | P01034 | protein_coding | tolerated(0.12) | benign(0.043) | TCGA-EY-A547-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
CST3 | SNV | Missense_Mutation | c.359A>T | p.Lys120Ile | p.K120I | P01034 | protein_coding | deleterious(0.01) | possibly_damaging(0.626) | TCGA-97-7554-01 | Lung | lung adenocarcinoma | Female | >=65 | III/IV | Chemotherapy | alimta | SD | |
CST3 | SNV | Missense_Mutation | novel | c.385N>T | p.Ala129Ser | p.A129S | P01034 | protein_coding | tolerated(0.78) | benign(0.011) | TCGA-58-A46M-01 | Lung | lung squamous cell carcinoma | Male | <65 | I/II | Unknown | Unknown | SD |
CST3 | SNV | Missense_Mutation | novel | c.326N>A | p.Cys109Tyr | p.C109Y | P01034 | protein_coding | deleterious(0) | probably_damaging(1) | TCGA-P3-A5QF-01 | Oral cavity | head & neck squamous cell carcinoma | Male | <65 | I/II | Chemotherapy | cetuximab | PD |
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Related drugs of malignant transformation related genes |
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(DGIdb 4.0) |
Entrez ID | Symbol | Category | Interaction Types | Drug Claim Name | Drug Name | PMIDs |
1471 | CST3 | ENZYME, DRUGGABLE GENOME, PROTEASE INHIBITOR | DIGOXIN | DIGOXIN | 17698593 | |
1471 | CST3 | ENZYME, DRUGGABLE GENOME, PROTEASE INHIBITOR | RIBAVIRIN | RIBAVIRIN | 18637076 |
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