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Gene: PSMD7 |
Gene summary for PSMD7 |
Gene summary. |
Gene information | Species | Human | Gene symbol | PSMD7 | Gene ID | 5713 |
Gene name | proteasome 26S subunit, non-ATPase 7 | |
Gene Alias | MOV34 | |
Cytomap | 16q23.1 | |
Gene Type | protein-coding | GO ID | GO:0006508 | UniProtAcc | P51665 |
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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 |
5713 | PSMD7 | LZE22D1 | Human | Esophagus | HGIN | 3.21e-02 | 1.84e-01 | 0.0595 |
5713 | PSMD7 | LZE22T | Human | Esophagus | ESCC | 1.97e-06 | 1.10e+00 | 0.068 |
5713 | PSMD7 | LZE24T | Human | Esophagus | ESCC | 9.11e-35 | 1.25e+00 | 0.0596 |
5713 | PSMD7 | LZE22D3 | Human | Esophagus | HGIN | 3.52e-05 | 5.48e-01 | 0.0653 |
5713 | PSMD7 | LZE21T | Human | Esophagus | ESCC | 2.46e-12 | 1.29e+00 | 0.0655 |
5713 | PSMD7 | LZE6T | Human | Esophagus | ESCC | 1.93e-07 | 5.87e-01 | 0.0845 |
5713 | PSMD7 | P1T-E | Human | Esophagus | ESCC | 8.16e-22 | 1.64e+00 | 0.0875 |
5713 | PSMD7 | P2T-E | Human | Esophagus | ESCC | 5.88e-59 | 1.23e+00 | 0.1177 |
5713 | PSMD7 | P4T-E | Human | Esophagus | ESCC | 1.22e-59 | 1.73e+00 | 0.1323 |
5713 | PSMD7 | P5T-E | Human | Esophagus | ESCC | 5.41e-70 | 1.67e+00 | 0.1327 |
5713 | PSMD7 | P8T-E | Human | Esophagus | ESCC | 1.44e-60 | 1.39e+00 | 0.0889 |
5713 | PSMD7 | P9T-E | Human | Esophagus | ESCC | 2.59e-41 | 1.06e+00 | 0.1131 |
5713 | PSMD7 | P10T-E | Human | Esophagus | ESCC | 2.21e-43 | 9.52e-01 | 0.116 |
5713 | PSMD7 | P11T-E | Human | Esophagus | ESCC | 4.14e-28 | 1.71e+00 | 0.1426 |
5713 | PSMD7 | P12T-E | Human | Esophagus | ESCC | 1.21e-48 | 1.03e+00 | 0.1122 |
5713 | PSMD7 | P15T-E | Human | Esophagus | ESCC | 6.01e-55 | 1.42e+00 | 0.1149 |
5713 | PSMD7 | P16T-E | Human | Esophagus | ESCC | 1.50e-40 | 8.67e-01 | 0.1153 |
5713 | PSMD7 | P17T-E | Human | Esophagus | ESCC | 1.43e-31 | 1.44e+00 | 0.1278 |
5713 | PSMD7 | P19T-E | Human | Esophagus | ESCC | 3.54e-17 | 1.84e+00 | 0.1662 |
5713 | PSMD7 | P20T-E | Human | Esophagus | ESCC | 1.41e-48 | 1.27e+00 | 0.1124 |
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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:00104989 | Breast | Precancer | proteasomal protein catabolic process | 58/1080 | 490/18723 | 1.54e-07 | 8.05e-06 | 58 |
GO:00431619 | Breast | Precancer | proteasome-mediated ubiquitin-dependent protein catabolic process | 42/1080 | 412/18723 | 2.49e-04 | 3.72e-03 | 42 |
GO:001049814 | Breast | IDC | proteasomal protein catabolic process | 75/1434 | 490/18723 | 5.59e-09 | 4.41e-07 | 75 |
GO:004316114 | Breast | IDC | proteasome-mediated ubiquitin-dependent protein catabolic process | 57/1434 | 412/18723 | 9.55e-06 | 2.68e-04 | 57 |
GO:001049824 | Breast | DCIS | proteasomal protein catabolic process | 75/1390 | 490/18723 | 1.44e-09 | 1.40e-07 | 75 |
GO:004316124 | Breast | DCIS | proteasome-mediated ubiquitin-dependent protein catabolic process | 57/1390 | 412/18723 | 3.76e-06 | 1.16e-04 | 57 |
GO:001049816 | Endometrium | AEH | proteasomal protein catabolic process | 108/2100 | 490/18723 | 2.73e-12 | 4.67e-10 | 108 |
GO:004316116 | Endometrium | AEH | proteasome-mediated ubiquitin-dependent protein catabolic process | 88/2100 | 412/18723 | 1.54e-09 | 1.36e-07 | 88 |
GO:001049817 | Endometrium | EEC | proteasomal protein catabolic process | 112/2168 | 490/18723 | 6.99e-13 | 1.40e-10 | 112 |
GO:004316117 | Endometrium | EEC | proteasome-mediated ubiquitin-dependent protein catabolic process | 92/2168 | 412/18723 | 3.01e-10 | 3.23e-08 | 92 |
GO:001049826 | Esophagus | HGIN | proteasomal protein catabolic process | 139/2587 | 490/18723 | 1.20e-17 | 3.41e-15 | 139 |
GO:004316126 | Esophagus | HGIN | proteasome-mediated ubiquitin-dependent protein catabolic process | 114/2587 | 412/18723 | 7.00e-14 | 1.20e-11 | 114 |
GO:0010498111 | Esophagus | ESCC | proteasomal protein catabolic process | 369/8552 | 490/18723 | 1.13e-41 | 1.80e-38 | 369 |
GO:0043161111 | Esophagus | ESCC | proteasome-mediated ubiquitin-dependent protein catabolic process | 312/8552 | 412/18723 | 3.53e-36 | 4.48e-33 | 312 |
GO:001049812 | Liver | Cirrhotic | proteasomal protein catabolic process | 216/4634 | 490/18723 | 2.52e-21 | 9.29e-19 | 216 |
GO:004316112 | Liver | Cirrhotic | proteasome-mediated ubiquitin-dependent protein catabolic process | 184/4634 | 412/18723 | 4.52e-19 | 8.85e-17 | 184 |
GO:001049822 | Liver | HCC | proteasomal protein catabolic process | 351/7958 | 490/18723 | 6.92e-40 | 1.46e-36 | 351 |
GO:004316122 | Liver | HCC | proteasome-mediated ubiquitin-dependent protein catabolic process | 299/7958 | 412/18723 | 7.82e-36 | 8.27e-33 | 299 |
GO:001049820 | Oral cavity | OSCC | proteasomal protein catabolic process | 336/7305 | 490/18723 | 5.45e-41 | 8.63e-38 | 336 |
GO:004316120 | Oral cavity | OSCC | proteasome-mediated ubiquitin-dependent protein catabolic process | 285/7305 | 412/18723 | 5.68e-36 | 5.99e-33 | 285 |
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Enriched KEGG pathways. |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0501218 | Breast | Precancer | Parkinson disease | 99/684 | 266/8465 | 3.58e-42 | 5.65e-40 | 4.33e-40 | 99 |
hsa0502016 | Breast | Precancer | Prion disease | 95/684 | 273/8465 | 1.39e-37 | 1.46e-35 | 1.12e-35 | 95 |
hsa0501616 | Breast | Precancer | Huntington disease | 98/684 | 306/8465 | 2.85e-35 | 2.25e-33 | 1.72e-33 | 98 |
hsa0501016 | Breast | Precancer | Alzheimer disease | 103/684 | 384/8465 | 1.03e-29 | 4.66e-28 | 3.57e-28 | 103 |
hsa0501416 | Breast | Precancer | Amyotrophic lateral sclerosis | 98/684 | 364/8465 | 2.13e-28 | 8.41e-27 | 6.44e-27 | 98 |
hsa0502216 | Breast | Precancer | Pathways of neurodegeneration - multiple diseases | 112/684 | 476/8465 | 6.96e-27 | 2.44e-25 | 1.87e-25 | 112 |
hsa0305010 | Breast | Precancer | Proteasome | 25/684 | 46/8465 | 4.35e-16 | 9.81e-15 | 7.52e-15 | 25 |
hsa0501714 | Breast | Precancer | Spinocerebellar ataxia | 29/684 | 143/8465 | 2.79e-06 | 3.83e-05 | 2.94e-05 | 29 |
hsa0516918 | Breast | Precancer | Epstein-Barr virus infection | 35/684 | 202/8465 | 1.15e-05 | 1.26e-04 | 9.64e-05 | 35 |
hsa0501219 | Breast | Precancer | Parkinson disease | 99/684 | 266/8465 | 3.58e-42 | 5.65e-40 | 4.33e-40 | 99 |
hsa0502017 | Breast | Precancer | Prion disease | 95/684 | 273/8465 | 1.39e-37 | 1.46e-35 | 1.12e-35 | 95 |
hsa0501617 | Breast | Precancer | Huntington disease | 98/684 | 306/8465 | 2.85e-35 | 2.25e-33 | 1.72e-33 | 98 |
hsa0501017 | Breast | Precancer | Alzheimer disease | 103/684 | 384/8465 | 1.03e-29 | 4.66e-28 | 3.57e-28 | 103 |
hsa0501417 | Breast | Precancer | Amyotrophic lateral sclerosis | 98/684 | 364/8465 | 2.13e-28 | 8.41e-27 | 6.44e-27 | 98 |
hsa0502217 | Breast | Precancer | Pathways of neurodegeneration - multiple diseases | 112/684 | 476/8465 | 6.96e-27 | 2.44e-25 | 1.87e-25 | 112 |
hsa0305013 | Breast | Precancer | Proteasome | 25/684 | 46/8465 | 4.35e-16 | 9.81e-15 | 7.52e-15 | 25 |
hsa0501715 | Breast | Precancer | Spinocerebellar ataxia | 29/684 | 143/8465 | 2.79e-06 | 3.83e-05 | 2.94e-05 | 29 |
hsa0516919 | Breast | Precancer | Epstein-Barr virus infection | 35/684 | 202/8465 | 1.15e-05 | 1.26e-04 | 9.64e-05 | 35 |
hsa0501224 | Breast | IDC | Parkinson disease | 107/867 | 266/8465 | 2.57e-39 | 8.36e-37 | 6.26e-37 | 107 |
hsa0502023 | Breast | IDC | Prion disease | 102/867 | 273/8465 | 3.70e-34 | 4.01e-32 | 3.00e-32 | 102 |
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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 |
PSMD7 | SNV | Missense_Mutation | c.148G>A | p.Val50Ile | p.V50I | P51665 | protein_coding | tolerated(0.17) | benign(0.085) | TCGA-AR-A1AI-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | cytoxan | PD | |
PSMD7 | SNV | Missense_Mutation | novel | c.502N>A | p.Glu168Lys | p.E168K | P51665 | protein_coding | deleterious(0.04) | probably_damaging(0.929) | TCGA-PE-A5DE-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | taxotere | CR |
PSMD7 | SNV | Missense_Mutation | novel | c.376N>A | p.Val126Met | p.V126M | P51665 | protein_coding | deleterious(0.05) | possibly_damaging(0.594) | TCGA-ZJ-AAXD-01 | Cervix | cervical & endocervical cancer | Female | <65 | III/IV | Unknown | Unknown | SD |
PSMD7 | SNV | Missense_Mutation | c.328N>A | p.Glu110Lys | p.E110K | P51665 | protein_coding | deleterious(0) | benign(0.406) | TCGA-AA-3672-01 | Colorectum | colon adenocarcinoma | Female | >=65 | III/IV | Unknown | Unknown | SD | |
PSMD7 | SNV | Missense_Mutation | novel | c.894N>T | p.Lys298Asn | p.K298N | P51665 | protein_coding | tolerated(0.2) | probably_damaging(0.95) | TCGA-F5-6814-01 | Colorectum | rectum adenocarcinoma | Male | <65 | I/II | Unknown | Unknown | SD |
PSMD7 | SNV | Missense_Mutation | novel | c.383N>T | p.Pro128Leu | p.P128L | P51665 | protein_coding | deleterious(0.02) | benign(0.014) | TCGA-A5-A0G2-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | III/IV | Unknown | Unknown | SD |
PSMD7 | SNV | Missense_Mutation | rs575506029 | c.569N>A | p.Arg190Gln | p.R190Q | P51665 | protein_coding | tolerated(0.16) | benign(0.036) | TCGA-A5-A1OF-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
PSMD7 | SNV | Missense_Mutation | novel | c.504N>T | p.Glu168Asp | p.E168D | P51665 | protein_coding | deleterious(0) | probably_damaging(0.977) | TCGA-AJ-A23O-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
PSMD7 | SNV | Missense_Mutation | c.661N>T | p.Pro221Ser | p.P221S | P51665 | protein_coding | deleterious(0.05) | possibly_damaging(0.808) | TCGA-AP-A0LM-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | III/IV | Chemotherapy | cisplatin | SD | |
PSMD7 | SNV | Missense_Mutation | c.79N>A | p.Gly27Ser | p.G27S | P51665 | protein_coding | tolerated(0.31) | benign(0.006) | TCGA-AP-A0LP-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | I/II | Hormone Therapy | megace | 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 |
5713 | PSMD7 | PROTEASE | PROTEASOME INHIBITOR | 15221960 | ||
5713 | PSMD7 | PROTEASE | BORTEZOMIB | BORTEZOMIB | 24524217 | |
5713 | PSMD7 | PROTEASE | inhibitor | CARFILZOMIB | CARFILZOMIB | |
5713 | PSMD7 | PROTEASE | CARFILZOMIB | CARFILZOMIB | 24524217 | |
5713 | PSMD7 | PROTEASE | inhibitor | CHEMBL451887 | CARFILZOMIB | |
5713 | PSMD7 | PROTEASE | inhibitor | BORTEZOMIB | BORTEZOMIB | |
5713 | PSMD7 | PROTEASE | inhibitor | CHEMBL325041 | BORTEZOMIB | |
5713 | PSMD7 | PROTEASE | inhibitor | CHEMBL2103884 | OPROZOMIB | |
5713 | PSMD7 | PROTEASE | inhibitor | CHEMBL3545432 | IXAZOMIB CITRATE |
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