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Gene: CP |
Gene summary for CP |
Gene summary. |
Gene information | Species | Human | Gene symbol | CP | Gene ID | 1356 |
Gene name | ceruloplasmin | |
Gene Alias | CP-2 | |
Cytomap | 3q24-q25.1 | |
Gene Type | protein-coding | GO ID | GO:0000041 | UniProtAcc | A5PL27 |
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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 |
1356 | CP | GSM4909281 | Human | Breast | IDC | 2.40e-56 | 9.45e-01 | 0.21 |
1356 | CP | GSM4909282 | Human | Breast | IDC | 2.10e-17 | 3.80e-01 | -0.0288 |
1356 | CP | GSM4909290 | Human | Breast | IDC | 5.75e-06 | 3.01e-01 | 0.2096 |
1356 | CP | GSM4909295 | Human | Breast | IDC | 3.71e-03 | 2.70e-01 | 0.0898 |
1356 | CP | GSM4909307 | Human | Breast | IDC | 1.08e-14 | 4.03e-01 | 0.1569 |
1356 | CP | GSM4909308 | Human | Breast | IDC | 1.87e-13 | 3.49e-01 | 0.158 |
1356 | CP | brca2 | Human | Breast | Precancer | 2.58e-20 | 5.71e-01 | -0.024 |
1356 | CP | brca3 | Human | Breast | Precancer | 5.76e-10 | 3.76e-01 | -0.0263 |
1356 | CP | M2 | Human | Breast | IDC | 1.27e-14 | 1.04e+00 | 0.21 |
1356 | CP | NCCBC14 | Human | Breast | DCIS | 6.79e-06 | 4.61e-01 | 0.2021 |
1356 | CP | P2 | Human | Breast | IDC | 2.09e-14 | 7.78e-01 | 0.21 |
1356 | CP | DCIS2 | Human | Breast | DCIS | 2.37e-04 | 1.67e-01 | 0.0085 |
1356 | CP | CA_HPV_1 | Human | Cervix | CC | 1.12e-08 | -4.63e-01 | 0.0264 |
1356 | CP | CA_HPV_3 | Human | Cervix | CC | 3.97e-12 | -5.04e-01 | 0.0414 |
1356 | CP | HSIL_HPV_1 | Human | Cervix | HSIL_HPV | 4.70e-03 | -4.14e-01 | 0.0116 |
1356 | CP | N_HPV_1 | Human | Cervix | N_HPV | 6.31e-09 | -4.55e-01 | 0.0079 |
1356 | CP | N_HPV_2 | Human | Cervix | N_HPV | 2.75e-04 | -3.81e-01 | -0.0131 |
1356 | CP | CCII_1 | Human | Cervix | CC | 3.22e-04 | -4.98e-01 | 0.3249 |
1356 | CP | Tumor | Human | Cervix | CC | 5.04e-04 | -4.13e-01 | 0.1241 |
1356 | CP | sample1 | Human | Cervix | CC | 5.56e-11 | 7.38e-01 | 0.0959 |
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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:0032434110 | Oral cavity | LP | regulation of proteasomal ubiquitin-dependent protein catabolic process | 67/4623 | 134/18723 | 2.09e-10 | 1.13e-08 | 67 |
GO:0031331110 | Oral cavity | LP | positive regulation of cellular catabolic process | 163/4623 | 427/18723 | 3.03e-10 | 1.59e-08 | 163 |
GO:0043254110 | Oral cavity | LP | regulation of protein-containing complex assembly | 163/4623 | 428/18723 | 3.72e-10 | 1.92e-08 | 163 |
GO:004427017 | Oral cavity | LP | cellular nitrogen compound catabolic process | 170/4623 | 451/18723 | 3.93e-10 | 2.02e-08 | 170 |
GO:0052548110 | Oral cavity | LP | regulation of endopeptidase activity | 164/4623 | 432/18723 | 4.33e-10 | 2.20e-08 | 164 |
GO:004670016 | Oral cavity | LP | heterocycle catabolic process | 168/4623 | 445/18723 | 4.35e-10 | 2.20e-08 | 168 |
GO:0006417110 | Oral cavity | LP | regulation of translation | 175/4623 | 468/18723 | 4.49e-10 | 2.22e-08 | 175 |
GO:2000058110 | Oral cavity | LP | regulation of ubiquitin-dependent protein catabolic process | 77/4623 | 164/18723 | 4.50e-10 | 2.22e-08 | 77 |
GO:0010952110 | Oral cavity | LP | positive regulation of peptidase activity | 88/4623 | 197/18723 | 6.52e-10 | 3.14e-08 | 88 |
GO:000703415 | Oral cavity | LP | vacuolar transport | 74/4623 | 157/18723 | 7.85e-10 | 3.70e-08 | 74 |
GO:0009895110 | Oral cavity | LP | negative regulation of catabolic process | 128/4623 | 320/18723 | 8.36e-10 | 3.91e-08 | 128 |
GO:007124315 | Oral cavity | LP | cellular response to arsenic-containing substance | 18/4623 | 20/18723 | 1.27e-09 | 5.84e-08 | 18 |
GO:001619714 | Oral cavity | LP | endosomal transport | 98/4623 | 230/18723 | 1.65e-09 | 7.50e-08 | 98 |
GO:001593115 | Oral cavity | LP | nucleobase-containing compound transport | 95/4623 | 222/18723 | 2.23e-09 | 9.98e-08 | 95 |
GO:0051098110 | Oral cavity | LP | regulation of binding | 140/4623 | 363/18723 | 2.47e-09 | 1.10e-07 | 140 |
GO:1903364110 | Oral cavity | LP | positive regulation of cellular protein catabolic process | 72/4623 | 155/18723 | 2.93e-09 | 1.28e-07 | 72 |
GO:190136116 | Oral cavity | LP | organic cyclic compound catabolic process | 180/4623 | 495/18723 | 3.11e-09 | 1.35e-07 | 180 |
GO:004312219 | Oral cavity | LP | regulation of I-kappaB kinase/NF-kappaB signaling | 103/4623 | 249/18723 | 4.48e-09 | 1.90e-07 | 103 |
GO:190180019 | Oral cavity | LP | positive regulation of proteasomal protein catabolic process | 57/4623 | 114/18723 | 4.56e-09 | 1.91e-07 | 57 |
GO:0031334110 | Oral cavity | LP | positive regulation of protein-containing complex assembly | 99/4623 | 237/18723 | 4.83e-09 | 2.00e-07 | 99 |
Enriched KEGG pathways. |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0421642 | Breast | DCIS | Ferroptosis | 12/846 | 41/8465 | 4.69e-04 | 3.69e-03 | 2.72e-03 | 12 |
hsa0421652 | Breast | DCIS | Ferroptosis | 12/846 | 41/8465 | 4.69e-04 | 3.69e-03 | 2.72e-03 | 12 |
hsa0421614 | Cervix | CC | Ferroptosis | 14/1267 | 41/8465 | 1.75e-03 | 7.21e-03 | 4.26e-03 | 14 |
hsa0421615 | Cervix | CC | Ferroptosis | 14/1267 | 41/8465 | 1.75e-03 | 7.21e-03 | 4.26e-03 | 14 |
hsa0421629 | Esophagus | ESCC | Ferroptosis | 33/4205 | 41/8465 | 4.58e-05 | 1.99e-04 | 1.02e-04 | 33 |
hsa0421638 | Esophagus | ESCC | Ferroptosis | 33/4205 | 41/8465 | 4.58e-05 | 1.99e-04 | 1.02e-04 | 33 |
hsa042168 | Liver | NAFLD | Ferroptosis | 12/1043 | 41/8465 | 2.98e-03 | 2.96e-02 | 2.39e-02 | 12 |
hsa0421611 | Liver | NAFLD | Ferroptosis | 12/1043 | 41/8465 | 2.98e-03 | 2.96e-02 | 2.39e-02 | 12 |
hsa0421621 | Liver | Cirrhotic | Ferroptosis | 23/2530 | 41/8465 | 4.09e-04 | 2.57e-03 | 1.58e-03 | 23 |
hsa0421631 | Liver | Cirrhotic | Ferroptosis | 23/2530 | 41/8465 | 4.09e-04 | 2.57e-03 | 1.58e-03 | 23 |
hsa0421641 | Liver | HCC | Ferroptosis | 33/4020 | 41/8465 | 1.42e-05 | 9.88e-05 | 5.50e-05 | 33 |
hsa0421651 | Liver | HCC | Ferroptosis | 33/4020 | 41/8465 | 1.42e-05 | 9.88e-05 | 5.50e-05 | 33 |
hsa042169 | Lung | IAC | Ferroptosis | 11/1053 | 41/8465 | 9.62e-03 | 3.68e-02 | 2.44e-02 | 11 |
hsa0421612 | Lung | IAC | Ferroptosis | 11/1053 | 41/8465 | 9.62e-03 | 3.68e-02 | 2.44e-02 | 11 |
hsa0421620 | Oral cavity | OSCC | Ferroptosis | 29/3704 | 41/8465 | 4.26e-04 | 1.30e-03 | 6.60e-04 | 29 |
hsa04216110 | Oral cavity | OSCC | Ferroptosis | 29/3704 | 41/8465 | 4.26e-04 | 1.30e-03 | 6.60e-04 | 29 |
hsa0421643 | Oral cavity | NEOLP | Ferroptosis | 14/1112 | 41/8465 | 4.69e-04 | 2.71e-03 | 1.71e-03 | 14 |
hsa0421653 | Oral cavity | NEOLP | Ferroptosis | 14/1112 | 41/8465 | 4.69e-04 | 2.71e-03 | 1.71e-03 | 14 |
hsa0421618 | Prostate | BPH | Ferroptosis | 22/1718 | 41/8465 | 2.24e-06 | 2.00e-05 | 1.24e-05 | 22 |
hsa0421619 | Prostate | BPH | Ferroptosis | 22/1718 | 41/8465 | 2.24e-06 | 2.00e-05 | 1.24e-05 | 22 |
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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 |
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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 |
CP | SNV | Missense_Mutation | novel | c.1843N>A | p.Gln615Lys | p.Q615K | P00450 | protein_coding | tolerated(0.28) | possibly_damaging(0.521) | TCGA-A2-A25A-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unspecific | Cytoxan | SD |
CP | SNV | Missense_Mutation | c.204G>T | p.Lys68Asn | p.K68N | P00450 | protein_coding | deleterious(0) | probably_damaging(0.992) | TCGA-A2-A25C-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | taxotere | SD | |
CP | SNV | Missense_Mutation | c.2285A>C | p.Asn762Thr | p.N762T | P00450 | protein_coding | deleterious(0.04) | benign(0.061) | TCGA-A8-A08R-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | SD | |
CP | SNV | Missense_Mutation | c.1468N>C | p.Tyr490His | p.Y490H | P00450 | protein_coding | tolerated(0.5) | benign(0.003) | TCGA-AO-A128-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | doxorubicin | SD | |
CP | SNV | Missense_Mutation | c.616G>A | p.Asp206Asn | p.D206N | P00450 | protein_coding | tolerated(0.38) | benign(0.052) | TCGA-C8-A8HQ-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | SD | |
CP | SNV | Missense_Mutation | c.2254N>A | p.Glu752Lys | p.E752K | P00450 | protein_coding | deleterious(0.03) | probably_damaging(1) | TCGA-D8-A27G-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD | |
CP | insertion | Nonsense_Mutation | novel | c.208_209insACTCATCGGACCTTTAATAATCTGTAAAAAAGGTACAT | p.Ala70AspfsTer6 | p.A70Dfs*6 | P00450 | protein_coding | TCGA-BH-A0BJ-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | doxorubicin | SD | ||
CP | SNV | Missense_Mutation | novel | c.224A>G | p.Tyr75Cys | p.Y75C | P00450 | protein_coding | deleterious(0) | probably_damaging(0.994) | TCGA-2W-A8YY-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | CR |
CP | SNV | Missense_Mutation | c.550N>A | p.Asp184Asn | p.D184N | P00450 | protein_coding | tolerated(0.09) | possibly_damaging(0.803) | TCGA-C5-A1MJ-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Unknown | Unknown | SD | |
CP | SNV | Missense_Mutation | c.572N>T | p.Ser191Leu | p.S191L | P00450 | protein_coding | deleterious(0) | possibly_damaging(0.88) | TCGA-DR-A0ZM-01 | Cervix | cervical & endocervical cancer | Female | <65 | III/IV | Unspecific | Cisplatin | 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 |
1356 | CP | DRUGGABLE GENOME, ENZYME | DEXRAZOXANE | DEXRAZOXANE | 8285144 | |
1356 | CP | DRUGGABLE GENOME, ENZYME | IMMUNOSUPPRESSIVE | 8406056 | ||
1356 | CP | DRUGGABLE GENOME, ENZYME | AMPICILLIN | AMPICILLIN | 1427966 | |
1356 | CP | DRUGGABLE GENOME, ENZYME | SODIUM MOLYBDATE | 7504610 | ||
1356 | CP | DRUGGABLE GENOME, ENZYME | TUMOR NECROSIS FACTOR | 2439635 | ||
1356 | CP | DRUGGABLE GENOME, ENZYME | ORAL CONTRACEPTIVE | 12616983 | ||
1356 | CP | DRUGGABLE GENOME, ENZYME | CLOMIPHENE CITRATE | 1692793 | ||
1356 | CP | DRUGGABLE GENOME, ENZYME | CELL SURFACE ANTIGEN | 9242695 | ||
1356 | CP | DRUGGABLE GENOME, ENZYME | PENICILLAMINE | PENICILLAMINE | 11721763 | |
1356 | CP | DRUGGABLE GENOME, ENZYME | PROGESTERONE | PROGESTERONE | 8619904 |
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