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Gene: PDCD6 |
Gene summary for PDCD6 |
Gene summary. |
Gene information | Species | Human | Gene symbol | PDCD6 | Gene ID | 10016 |
Gene name | programmed cell death 6 | |
Gene Alias | ALG-2 | |
Cytomap | 5p15.33 | |
Gene Type | protein-coding | GO ID | GO:0001525 | UniProtAcc | O75340 |
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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 |
10016 | PDCD6 | GSM4909281 | Human | Breast | IDC | 1.61e-02 | 2.51e-01 | 0.21 |
10016 | PDCD6 | GSM4909282 | Human | Breast | IDC | 1.04e-11 | 4.15e-01 | -0.0288 |
10016 | PDCD6 | GSM4909285 | Human | Breast | IDC | 2.91e-31 | 6.81e-01 | 0.21 |
10016 | PDCD6 | GSM4909288 | Human | Breast | IDC | 3.09e-02 | 8.18e-02 | 0.0988 |
10016 | PDCD6 | GSM4909290 | Human | Breast | IDC | 4.62e-03 | 2.82e-01 | 0.2096 |
10016 | PDCD6 | GSM4909291 | Human | Breast | IDC | 2.29e-05 | 3.55e-01 | 0.1753 |
10016 | PDCD6 | GSM4909293 | Human | Breast | IDC | 7.23e-123 | 1.22e+00 | 0.1581 |
10016 | PDCD6 | GSM4909294 | Human | Breast | IDC | 4.03e-10 | 3.25e-01 | 0.2022 |
10016 | PDCD6 | GSM4909296 | Human | Breast | IDC | 3.29e-11 | 1.60e-01 | 0.1524 |
10016 | PDCD6 | GSM4909297 | Human | Breast | IDC | 3.01e-07 | -3.60e-02 | 0.1517 |
10016 | PDCD6 | GSM4909298 | Human | Breast | IDC | 6.37e-07 | 2.93e-01 | 0.1551 |
10016 | PDCD6 | GSM4909304 | Human | Breast | IDC | 1.07e-06 | 2.28e-01 | 0.1636 |
10016 | PDCD6 | GSM4909308 | Human | Breast | IDC | 2.18e-02 | 2.21e-01 | 0.158 |
10016 | PDCD6 | GSM4909311 | Human | Breast | IDC | 1.24e-22 | -3.30e-01 | 0.1534 |
10016 | PDCD6 | GSM4909312 | Human | Breast | IDC | 1.80e-10 | -5.38e-02 | 0.1552 |
10016 | PDCD6 | GSM4909316 | Human | Breast | IDC | 1.55e-07 | 3.61e-01 | 0.21 |
10016 | PDCD6 | GSM4909317 | Human | Breast | IDC | 2.50e-20 | 5.49e-01 | 0.1355 |
10016 | PDCD6 | GSM4909318 | Human | Breast | IDC | 1.58e-08 | 5.55e-01 | 0.2031 |
10016 | PDCD6 | GSM4909319 | Human | Breast | IDC | 3.04e-31 | -1.81e-01 | 0.1563 |
10016 | PDCD6 | GSM4909320 | Human | Breast | IDC | 1.24e-05 | -2.12e-01 | 0.1575 |
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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:004819320 | Thyroid | PTC | Golgi vesicle transport | 186/5968 | 296/18723 | 3.09e-28 | 1.22e-25 | 186 |
GO:0016032113 | Thyroid | PTC | viral process | 236/5968 | 415/18723 | 2.48e-26 | 8.24e-24 | 236 |
GO:1903320113 | Thyroid | PTC | regulation of protein modification by small protein conjugation or removal | 148/5968 | 242/18723 | 4.49e-21 | 8.10e-19 | 148 |
GO:0031396113 | Thyroid | PTC | regulation of protein ubiquitination | 128/5968 | 210/18723 | 3.06e-18 | 3.27e-16 | 128 |
GO:0045862113 | Thyroid | PTC | positive regulation of proteolysis | 198/5968 | 372/18723 | 6.68e-18 | 6.91e-16 | 198 |
GO:001605017 | Thyroid | PTC | vesicle organization | 163/5968 | 300/18723 | 4.74e-16 | 3.69e-14 | 163 |
GO:0019058113 | Thyroid | PTC | viral life cycle | 167/5968 | 317/18723 | 8.87e-15 | 5.89e-13 | 167 |
GO:000688817 | Thyroid | PTC | endoplasmic reticulum to Golgi vesicle-mediated transport | 83/5968 | 130/18723 | 6.19e-14 | 3.52e-12 | 83 |
GO:005165620 | Thyroid | PTC | establishment of organelle localization | 193/5968 | 390/18723 | 2.21e-13 | 1.15e-11 | 193 |
GO:0007163111 | Thyroid | PTC | establishment or maintenance of cell polarity | 115/5968 | 218/18723 | 1.15e-10 | 3.90e-09 | 115 |
GO:005165019 | Thyroid | PTC | establishment of vesicle localization | 89/5968 | 161/18723 | 6.38e-10 | 1.97e-08 | 89 |
GO:00362579 | Thyroid | PTC | multivesicular body organization | 26/5968 | 31/18723 | 3.25e-09 | 8.76e-08 | 26 |
GO:0006900113 | Thyroid | PTC | vesicle budding from membrane | 42/5968 | 61/18723 | 3.33e-09 | 8.94e-08 | 42 |
GO:005164817 | Thyroid | PTC | vesicle localization | 94/5968 | 177/18723 | 3.54e-09 | 9.45e-08 | 94 |
GO:00362588 | Thyroid | PTC | multivesicular body assembly | 25/5968 | 30/18723 | 8.60e-09 | 2.10e-07 | 25 |
GO:190332210 | Thyroid | PTC | positive regulation of protein modification by small protein conjugation or removal | 73/5968 | 138/18723 | 2.34e-07 | 4.11e-06 | 73 |
GO:000703210 | Thyroid | PTC | endosome organization | 48/5968 | 82/18723 | 5.65e-07 | 9.04e-06 | 48 |
GO:00002818 | Thyroid | PTC | mitotic cytokinesis | 43/5968 | 71/18723 | 5.93e-07 | 9.47e-06 | 43 |
GO:0030865110 | Thyroid | PTC | cortical cytoskeleton organization | 38/5968 | 61/18723 | 9.77e-07 | 1.46e-05 | 38 |
GO:0034329111 | Thyroid | PTC | cell junction assembly | 180/5968 | 420/18723 | 1.17e-06 | 1.69e-05 | 180 |
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Enriched KEGG pathways. |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
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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 |
PDCD6 | SNV | Missense_Mutation | novel | c.154N>G | p.Leu52Val | p.L52V | O75340 | protein_coding | deleterious(0) | possibly_damaging(0.544) | TCGA-A2-A0EY-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | adriamycin | SD |
PDCD6 | deletion | Frame_Shift_Del | c.221delG | p.Arg74LeufsTer7 | p.R74Lfs*7 | O75340 | protein_coding | TCGA-BH-A18G-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD | |||
PDCD6 | SNV | Missense_Mutation | rs370878298 | c.541N>A | p.Glu181Lys | p.E181K | O75340 | protein_coding | deleterious(0) | probably_damaging(0.921) | TCGA-C5-A7XC-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Unknown | Unknown | SD |
PDCD6 | SNV | Missense_Mutation | rs545985005 | c.302C>T | p.Thr101Met | p.T101M | O75340 | protein_coding | tolerated(0.08) | benign(0.262) | TCGA-VS-A8QC-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | paclitaxel | PD |
PDCD6 | SNV | Missense_Mutation | rs139334790 | c.500N>A | p.Arg167His | p.R167H | O75340 | protein_coding | deleterious(0.05) | benign(0.017) | TCGA-A6-2672-01 | Colorectum | colon adenocarcinoma | Female | >=65 | III/IV | Unknown | Unknown | SD |
PDCD6 | SNV | Missense_Mutation | c.235N>A | p.Gly79Ser | p.G79S | O75340 | protein_coding | tolerated(0.22) | benign(0.015) | TCGA-AA-3811-01 | Colorectum | colon adenocarcinoma | Female | >=65 | III/IV | Unknown | Unknown | PD | |
PDCD6 | SNV | Missense_Mutation | rs767684079 | c.427C>T | p.Arg143Trp | p.R143W | O75340 | protein_coding | deleterious(0.03) | possibly_damaging(0.85) | TCGA-AA-3864-01 | Colorectum | colon adenocarcinoma | Male | >=65 | I/II | Unknown | Unknown | SD |
PDCD6 | SNV | Missense_Mutation | rs373052818 | c.367N>A | p.Gly123Ser | p.G123S | O75340 | protein_coding | deleterious(0) | probably_damaging(0.999) | TCGA-AA-3939-01 | Colorectum | colon adenocarcinoma | Male | >=65 | I/II | Unknown | Unknown | SD |
PDCD6 | SNV | Missense_Mutation | novel | c.448N>A | p.Asp150Asn | p.D150N | O75340 | protein_coding | tolerated(0.22) | possibly_damaging(0.852) | TCGA-AD-6548-01 | Colorectum | colon adenocarcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
PDCD6 | SNV | Missense_Mutation | rs139334790 | c.500N>A | p.Arg167His | p.R167H | O75340 | protein_coding | deleterious(0.05) | benign(0.017) | TCGA-AP-A051-01 | 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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