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Gene: CDK5RAP3 |
Gene summary for CDK5RAP3 |
 Gene summary. |
| Gene information | Species | Human | Gene symbol | CDK5RAP3 | Gene ID | 80279 |
| Gene name | CDK5 regulatory subunit associated protein 3 | |
| Gene Alias | C53 | |
| Cytomap | 17q21.32 | |
| Gene Type | protein-coding | GO ID | GO:0000075 | UniProtAcc | Q96JB5 |
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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 |
| 80279 | CDK5RAP3 | HTA11_2487_2000001011 | Human | Colorectum | SER | 5.15e-03 | 1.88e-01 | -0.1808 |
| 80279 | CDK5RAP3 | HTA11_78_2000001011 | Human | Colorectum | AD | 3.71e-03 | 2.30e-01 | -0.1088 |
| 80279 | CDK5RAP3 | HTA11_347_2000001011 | Human | Colorectum | AD | 2.44e-07 | 2.32e-01 | -0.1954 |
| 80279 | CDK5RAP3 | HTA11_411_2000001011 | Human | Colorectum | SER | 2.94e-02 | 4.83e-01 | -0.2602 |
| 80279 | CDK5RAP3 | HTA11_83_2000001011 | Human | Colorectum | SER | 3.04e-03 | 1.89e-01 | -0.1526 |
| 80279 | CDK5RAP3 | HTA11_696_2000001011 | Human | Colorectum | AD | 9.34e-04 | 2.48e-01 | -0.1464 |
| 80279 | CDK5RAP3 | HTA11_1391_2000001011 | Human | Colorectum | AD | 3.82e-08 | 3.86e-01 | -0.059 |
| 80279 | CDK5RAP3 | HTA11_866_3004761011 | Human | Colorectum | AD | 1.65e-05 | 2.61e-01 | 0.096 |
| 80279 | CDK5RAP3 | HTA11_4255_2000001011 | Human | Colorectum | SER | 4.01e-03 | 2.84e-01 | 0.0446 |
| 80279 | CDK5RAP3 | HTA11_99999970781_79442 | Human | Colorectum | MSS | 5.76e-04 | 2.95e-01 | 0.294 |
| 80279 | CDK5RAP3 | HTA11_99999971662_82457 | Human | Colorectum | MSS | 2.02e-11 | 5.41e-01 | 0.3859 |
| 80279 | CDK5RAP3 | HTA11_99999974143_84620 | Human | Colorectum | MSS | 2.06e-08 | 4.05e-01 | 0.3005 |
| 80279 | CDK5RAP3 | A015-C-203 | Human | Colorectum | FAP | 3.80e-06 | 3.77e-01 | -0.1294 |
| 80279 | CDK5RAP3 | A015-C-006 | Human | Colorectum | FAP | 2.12e-07 | 5.33e-01 | -0.0994 |
| 80279 | CDK5RAP3 | A015-C-104 | Human | Colorectum | FAP | 1.22e-08 | 4.20e-01 | -0.1899 |
| 80279 | CDK5RAP3 | A018-E-020 | Human | Colorectum | FAP | 6.60e-03 | 3.23e-01 | -0.2034 |
| 80279 | CDK5RAP3 | LZE2T | Human | Esophagus | ESCC | 2.94e-10 | 3.56e-01 | 0.082 |
| 80279 | CDK5RAP3 | LZE4T | Human | Esophagus | ESCC | 4.96e-12 | 2.06e-01 | 0.0811 |
| 80279 | CDK5RAP3 | LZE5T | Human | Esophagus | ESCC | 2.26e-05 | 3.10e-01 | 0.0514 |
| 80279 | CDK5RAP3 | LZE7T | Human | Esophagus | ESCC | 4.23e-11 | 6.73e-01 | 0.0667 |
| Page: 1 2 3 4 5 6 7 8 |
| Transcriptomic changes along malignancy continuum. |
| Tissue | Expression Dynamics | Abbreviation |
| Colorectum (GSE201348) |  | FAP: Familial adenomatous polyposis |
| CRC: Colorectal cancer | ||
| Colorectum (HTA11) |  | AD: Adenomas |
| SER: Sessile serrated lesions | ||
| MSI-H: Microsatellite-high colorectal cancer | ||
| MSS: Microsatellite stable colorectal cancer | ||
| Esophagus |  | ESCC: Esophageal squamous cell carcinoma |
| HGIN: High-grade intraepithelial neoplasias | ||
| LGIN: Low-grade intraepithelial neoplasias | ||
| Liver |  | HCC: Hepatocellular carcinoma |
| NAFLD: Non-alcoholic fatty liver disease | ||
| Oral Cavity |  | EOLP: Erosive Oral lichen planus |
| LP: leukoplakia | ||
| NEOLP: Non-erosive oral lichen planus | ||
| OSCC: Oral squamous cell carcinoma | ||
| Prostate |  | BPH: Benign Prostatic Hyperplasia |
| Skin |  | AK: Actinic keratosis |
| cSCC: Cutaneous squamous cell carcinoma | ||
| SCCIS:squamous cell carcinoma in situ | ||
| Thyroid |  | ATC: Anaplastic thyroid cancer |
| HT: Hashimoto's thyroiditis | ||
| PTC: Papillary thyroid cancer |
| ∗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). |
| Page: 1 2 3 4 5 6 7 8 9 |
| Enriched GO biological processes. |
| GO ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | Count |
| GO:190336222 | Liver | HCC | regulation of cellular protein catabolic process | 182/7958 | 255/18723 | 5.91e-21 | 8.52e-19 | 182 |
| GO:002241112 | Liver | HCC | cellular component disassembly | 282/7958 | 443/18723 | 1.02e-19 | 1.38e-17 | 282 |
| GO:003596612 | Liver | HCC | response to topologically incorrect protein | 123/7958 | 159/18723 | 2.60e-19 | 3.44e-17 | 123 |
| GO:003450421 | Liver | HCC | protein localization to nucleus | 194/7958 | 290/18723 | 2.84e-17 | 2.85e-15 | 194 |
| GO:190332022 | Liver | HCC | regulation of protein modification by small protein conjugation or removal | 167/7958 | 242/18723 | 4.99e-17 | 4.72e-15 | 167 |
| GO:000698612 | Liver | HCC | response to unfolded protein | 103/7958 | 137/18723 | 6.50e-15 | 4.48e-13 | 103 |
| GO:000188922 | Liver | HCC | liver development | 108/7958 | 147/18723 | 2.16e-14 | 1.41e-12 | 108 |
| GO:003596712 | Liver | HCC | cellular response to topologically incorrect protein | 89/7958 | 116/18723 | 5.61e-14 | 3.39e-12 | 89 |
| GO:006100822 | Liver | HCC | hepaticobiliary system development | 109/7958 | 150/18723 | 5.72e-14 | 3.42e-12 | 109 |
| GO:003139622 | Liver | HCC | regulation of protein ubiquitination | 142/7958 | 210/18723 | 1.39e-13 | 7.81e-12 | 142 |
| GO:001056322 | Liver | HCC | negative regulation of phosphorus metabolic process | 259/7958 | 442/18723 | 4.29e-12 | 1.92e-10 | 259 |
| GO:004593622 | Liver | HCC | negative regulation of phosphate metabolic process | 258/7958 | 441/18723 | 6.00e-12 | 2.60e-10 | 258 |
| GO:000989522 | Liver | HCC | negative regulation of catabolic process | 196/7958 | 320/18723 | 7.98e-12 | 3.35e-10 | 196 |
| GO:003133022 | Liver | HCC | negative regulation of cellular catabolic process | 164/7958 | 262/18723 | 3.52e-11 | 1.35e-09 | 164 |
| GO:004232622 | Liver | HCC | negative regulation of phosphorylation | 227/7958 | 385/18723 | 3.98e-11 | 1.52e-09 | 227 |
| GO:190018212 | Liver | HCC | positive regulation of protein localization to nucleus | 67/7958 | 87/18723 | 5.43e-11 | 2.00e-09 | 67 |
| GO:005134822 | Liver | HCC | negative regulation of transferase activity | 166/7958 | 268/18723 | 8.97e-11 | 3.18e-09 | 166 |
| GO:190018012 | Liver | HCC | regulation of protein localization to nucleus | 95/7958 | 136/18723 | 9.26e-11 | 3.26e-09 | 95 |
| GO:003462012 | Liver | HCC | cellular response to unfolded protein | 71/7958 | 96/18723 | 3.70e-10 | 1.22e-08 | 71 |
| GO:007233122 | Liver | HCC | signal transduction by p53 class mediator | 108/7958 | 163/18723 | 7.14e-10 | 2.23e-08 | 108 |
| Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 |
| 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. |
| Page: 1 |
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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 |
| CDK5RAP3 | SNV | Missense_Mutation | novel | c.814N>T | p.Pro272Ser | p.P272S | Q96JB5 | protein_coding | deleterious(0) | probably_damaging(0.999) | TCGA-A2-A0D1-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Chemotherapy | taxotere | SD |
| CDK5RAP3 | SNV | Missense_Mutation | novel | c.1164C>A | p.Phe388Leu | p.F388L | Q96JB5 | protein_coding | deleterious(0.03) | probably_damaging(0.997) | TCGA-A2-A3XT-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | cyclophosphamide | PR |
| CDK5RAP3 | SNV | Missense_Mutation | novel | c.371N>G | p.Glu124Gly | p.E124G | Q96JB5 | protein_coding | deleterious(0) | possibly_damaging(0.894) | TCGA-C8-A273-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Hormone Therapy | tamoxiphen | SD |
| CDK5RAP3 | SNV | Missense_Mutation | novel | c.371N>G | p.Glu124Gly | p.E124G | Q96JB5 | protein_coding | deleterious(0) | possibly_damaging(0.894) | TCGA-E9-A1NF-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | doxorubicin | PD |
| CDK5RAP3 | insertion | Frame_Shift_Ins | novel | c.354_355insGGCCC | p.Met119GlyfsTer3 | p.M119Gfs*3 | Q96JB5 | protein_coding | TCGA-BH-A0DS-01 | Breast | breast invasive carcinoma | Female | >=65 | III/IV | Chemotherapy | cyclophosphamide | SD | ||
| CDK5RAP3 | insertion | Nonsense_Mutation | novel | c.355_356insGACTTTGAGAGGTCAGTCCCAT | p.Met119ArgfsTer3 | p.M119Rfs*3 | Q96JB5 | protein_coding | TCGA-BH-A0DS-01 | Breast | breast invasive carcinoma | Female | >=65 | III/IV | Chemotherapy | cyclophosphamide | SD | ||
| CDK5RAP3 | deletion | Frame_Shift_Del | novel | c.528delN | p.Ala177GlnfsTer32 | p.A177Qfs*32 | Q96JB5 | protein_coding | TCGA-D8-A27V-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Hormone Therapy | tamoxiphen | SD | ||
| CDK5RAP3 | SNV | Missense_Mutation | c.832C>T | p.Pro278Ser | p.P278S | Q96JB5 | protein_coding | deleterious(0.01) | probably_damaging(0.999) | TCGA-C5-A7CO-01 | Cervix | cervical & endocervical cancer | Female | >=65 | I/II | Chemotherapy | cisplatin | SD | |
| CDK5RAP3 | SNV | Missense_Mutation | c.530N>A | p.Ala177Glu | p.A177E | Q96JB5 | protein_coding | tolerated(0.94) | benign(0.148) | TCGA-DR-A0ZM-01 | Cervix | cervical & endocervical cancer | Female | <65 | III/IV | Unspecific | Cisplatin | SD | |
| CDK5RAP3 | SNV | Missense_Mutation | c.450G>T | p.Glu150Asp | p.E150D | Q96JB5 | protein_coding | deleterious(0) | probably_damaging(0.998) | TCGA-AA-A010-01 | Colorectum | colon adenocarcinoma | Female | <65 | I/II | Chemotherapy | folinic | CR |
| Page: 1 2 3 4 |
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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 |
| Page: 1 |
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