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Gene: DHX36 |
Gene summary for DHX36 |
Gene summary. |
Gene information | Species | Human | Gene symbol | DHX36 | Gene ID | 170506 |
Gene name | DEAH-box helicase 36 | |
Gene Alias | DDX36 | |
Cytomap | 3q25.2 | |
Gene Type | protein-coding | GO ID | GO:0000003 | UniProtAcc | Q9H2U1 |
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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 |
170506 | DHX36 | CA_HPV_1 | Human | Cervix | CC | 4.89e-06 | -9.12e-02 | 0.0264 |
170506 | DHX36 | CCI_2 | Human | Cervix | CC | 2.02e-10 | 9.69e-01 | 0.5249 |
170506 | DHX36 | CCI_3 | Human | Cervix | CC | 4.22e-03 | 5.61e-01 | 0.516 |
170506 | DHX36 | L1 | Human | Cervix | CC | 3.61e-02 | -2.59e-01 | 0.0802 |
170506 | DHX36 | LZE2T | Human | Esophagus | ESCC | 1.71e-11 | 1.54e+00 | 0.082 |
170506 | DHX36 | LZE3D | Human | Esophagus | HGIN | 1.07e-02 | 3.13e-01 | 0.0668 |
170506 | DHX36 | LZE4T | Human | Esophagus | ESCC | 5.44e-29 | 9.90e-01 | 0.0811 |
170506 | DHX36 | LZE5T | Human | Esophagus | ESCC | 1.18e-03 | 4.36e-01 | 0.0514 |
170506 | DHX36 | LZE7T | Human | Esophagus | ESCC | 1.26e-13 | 9.67e-01 | 0.0667 |
170506 | DHX36 | LZE8T | Human | Esophagus | ESCC | 3.23e-14 | 3.61e-01 | 0.067 |
170506 | DHX36 | LZE22T | Human | Esophagus | ESCC | 1.82e-05 | 4.13e-01 | 0.068 |
170506 | DHX36 | LZE24T | Human | Esophagus | ESCC | 8.51e-30 | 9.52e-01 | 0.0596 |
170506 | DHX36 | LZE22D3 | Human | Esophagus | HGIN | 4.37e-02 | 3.42e-01 | 0.0653 |
170506 | DHX36 | LZE21T | Human | Esophagus | ESCC | 1.77e-15 | 1.24e+00 | 0.0655 |
170506 | DHX36 | P1T-E | Human | Esophagus | ESCC | 4.39e-25 | 1.28e+00 | 0.0875 |
170506 | DHX36 | P2T-E | Human | Esophagus | ESCC | 3.41e-107 | 2.18e+00 | 0.1177 |
170506 | DHX36 | P4T-E | Human | Esophagus | ESCC | 1.12e-56 | 1.60e+00 | 0.1323 |
170506 | DHX36 | P5T-E | Human | Esophagus | ESCC | 4.49e-55 | 1.01e+00 | 0.1327 |
170506 | DHX36 | P8T-E | Human | Esophagus | ESCC | 9.12e-79 | 1.35e+00 | 0.0889 |
170506 | DHX36 | P9T-E | Human | Esophagus | ESCC | 6.51e-51 | 1.26e+00 | 0.1131 |
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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:190136115 | Oral cavity | OSCC | organic cyclic compound catabolic process | 272/7305 | 495/18723 | 2.73e-13 | 1.36e-11 | 272 |
GO:005105210 | Oral cavity | OSCC | regulation of DNA metabolic process | 207/7305 | 359/18723 | 4.45e-13 | 2.17e-11 | 207 |
GO:000724910 | Oral cavity | OSCC | I-kappaB kinase/NF-kappaB signaling | 169/7305 | 281/18723 | 4.69e-13 | 2.25e-11 | 169 |
GO:000095610 | Oral cavity | OSCC | nuclear-transcribed mRNA catabolic process | 81/7305 | 112/18723 | 7.95e-13 | 3.70e-11 | 81 |
GO:005105414 | Oral cavity | OSCC | positive regulation of DNA metabolic process | 126/7305 | 201/18723 | 8.12e-12 | 3.01e-10 | 126 |
GO:00094114 | Oral cavity | OSCC | response to UV | 99/7305 | 149/18723 | 1.01e-11 | 3.70e-10 | 99 |
GO:19033139 | Oral cavity | OSCC | positive regulation of mRNA metabolic process | 82/7305 | 118/18723 | 1.77e-11 | 6.13e-10 | 82 |
GO:007121416 | Oral cavity | OSCC | cellular response to abiotic stimulus | 186/7305 | 331/18723 | 1.38e-10 | 4.10e-09 | 186 |
GO:010400416 | Oral cavity | OSCC | cellular response to environmental stimulus | 186/7305 | 331/18723 | 1.38e-10 | 4.10e-09 | 186 |
GO:00311242 | Oral cavity | OSCC | mRNA 3'-end processing | 49/7305 | 62/18723 | 1.40e-10 | 4.14e-09 | 49 |
GO:00516074 | Oral cavity | OSCC | defense response to virus | 154/7305 | 265/18723 | 1.96e-10 | 5.63e-09 | 154 |
GO:01405464 | Oral cavity | OSCC | defense response to symbiont | 154/7305 | 265/18723 | 1.96e-10 | 5.63e-09 | 154 |
GO:006101316 | Oral cavity | OSCC | regulation of mRNA catabolic process | 105/7305 | 166/18723 | 2.04e-10 | 5.82e-09 | 105 |
GO:000989519 | Oral cavity | OSCC | negative regulation of catabolic process | 180/7305 | 320/18723 | 2.44e-10 | 6.86e-09 | 180 |
GO:003133020 | Oral cavity | OSCC | negative regulation of cellular catabolic process | 152/7305 | 262/18723 | 3.04e-10 | 8.28e-09 | 152 |
GO:004348716 | Oral cavity | OSCC | regulation of RNA stability | 106/7305 | 170/18723 | 5.65e-10 | 1.47e-08 | 106 |
GO:000931416 | Oral cavity | OSCC | response to radiation | 241/7305 | 456/18723 | 9.76e-10 | 2.40e-08 | 241 |
GO:004348816 | Oral cavity | OSCC | regulation of mRNA stability | 99/7305 | 158/18723 | 1.41e-09 | 3.39e-08 | 99 |
GO:000072316 | Oral cavity | OSCC | telomere maintenance | 85/7305 | 131/18723 | 1.72e-09 | 4.09e-08 | 85 |
GO:00346444 | Oral cavity | OSCC | cellular response to UV | 63/7305 | 90/18723 | 2.42e-09 | 5.60e-08 | 63 |
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Enriched KEGG pathways. |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0301824 | Esophagus | ESCC | RNA degradation | 62/4205 | 79/8465 | 1.18e-07 | 9.39e-07 | 4.81e-07 | 62 |
hsa0301834 | Esophagus | ESCC | RNA degradation | 62/4205 | 79/8465 | 1.18e-07 | 9.39e-07 | 4.81e-07 | 62 |
hsa03018 | Liver | Cirrhotic | RNA degradation | 44/2530 | 79/8465 | 1.43e-06 | 1.65e-05 | 1.02e-05 | 44 |
hsa030181 | Liver | Cirrhotic | RNA degradation | 44/2530 | 79/8465 | 1.43e-06 | 1.65e-05 | 1.02e-05 | 44 |
hsa030182 | Liver | HCC | RNA degradation | 58/4020 | 79/8465 | 2.29e-06 | 2.19e-05 | 1.22e-05 | 58 |
hsa030183 | Liver | HCC | RNA degradation | 58/4020 | 79/8465 | 2.29e-06 | 2.19e-05 | 1.22e-05 | 58 |
hsa030189 | Oral cavity | OSCC | RNA degradation | 59/3704 | 79/8465 | 2.05e-08 | 1.91e-07 | 9.70e-08 | 59 |
hsa0301814 | Oral cavity | OSCC | RNA degradation | 59/3704 | 79/8465 | 2.05e-08 | 1.91e-07 | 9.70e-08 | 59 |
hsa0301823 | Oral cavity | LP | RNA degradation | 39/2418 | 79/8465 | 6.98e-05 | 4.38e-04 | 2.83e-04 | 39 |
hsa0301833 | Oral cavity | LP | RNA degradation | 39/2418 | 79/8465 | 6.98e-05 | 4.38e-04 | 2.83e-04 | 39 |
hsa0301841 | Oral cavity | EOLP | RNA degradation | 22/1218 | 79/8465 | 1.33e-03 | 4.80e-03 | 2.83e-03 | 22 |
hsa0301851 | Oral cavity | EOLP | RNA degradation | 22/1218 | 79/8465 | 1.33e-03 | 4.80e-03 | 2.83e-03 | 22 |
hsa0301861 | Oral cavity | NEOLP | RNA degradation | 18/1112 | 79/8465 | 1.25e-02 | 4.06e-02 | 2.56e-02 | 18 |
hsa0301871 | Oral cavity | NEOLP | RNA degradation | 18/1112 | 79/8465 | 1.25e-02 | 4.06e-02 | 2.56e-02 | 18 |
hsa030188 | Prostate | BPH | RNA degradation | 29/1718 | 79/8465 | 5.17e-04 | 2.67e-03 | 1.65e-03 | 29 |
hsa0301813 | Prostate | BPH | RNA degradation | 29/1718 | 79/8465 | 5.17e-04 | 2.67e-03 | 1.65e-03 | 29 |
hsa0301822 | Prostate | Tumor | RNA degradation | 30/1791 | 79/8465 | 4.48e-04 | 2.35e-03 | 1.46e-03 | 30 |
hsa0301832 | Prostate | Tumor | RNA degradation | 30/1791 | 79/8465 | 4.48e-04 | 2.35e-03 | 1.46e-03 | 30 |
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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 |
DHX36 | SNV | Missense_Mutation | novel | c.2971N>A | p.Glu991Lys | p.E991K | Q9H2U1 | protein_coding | deleterious(0.02) | benign(0.013) | TCGA-AC-A23H-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | PD |
DHX36 | SNV | Missense_Mutation | c.319N>A | p.Asp107Asn | p.D107N | Q9H2U1 | protein_coding | tolerated(0.31) | benign(0) | TCGA-AC-A23H-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | PD | |
DHX36 | SNV | Missense_Mutation | rs151135113 | c.1070N>A | p.Arg357Gln | p.R357Q | Q9H2U1 | protein_coding | deleterious(0) | probably_damaging(0.997) | TCGA-AN-A046-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
DHX36 | SNV | Missense_Mutation | novel | c.2400G>C | p.Gln800His | p.Q800H | Q9H2U1 | protein_coding | deleterious(0) | probably_damaging(0.986) | TCGA-B6-A402-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | cyclophosphamide | PD |
DHX36 | SNV | Missense_Mutation | novel | c.140N>A | p.Arg47Gln | p.R47Q | Q9H2U1 | protein_coding | tolerated(0.59) | possibly_damaging(0.885) | TCGA-BH-A0B6-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
DHX36 | SNV | Missense_Mutation | novel | c.875N>T | p.Tyr292Phe | p.Y292F | Q9H2U1 | protein_coding | tolerated(0.12) | probably_damaging(0.979) | TCGA-D8-A1XQ-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
DHX36 | insertion | Nonsense_Mutation | novel | c.1464_1465insTAATTATTTATTTATTAATTTATTTTTGAAAC | p.Gly489Ter | p.G489* | Q9H2U1 | protein_coding | TCGA-A8-A07Z-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unspecific | Exemestane | SD | ||
DHX36 | SNV | Missense_Mutation | novel | c.418N>T | p.Leu140Phe | p.L140F | Q9H2U1 | protein_coding | tolerated(0.73) | benign(0) | TCGA-DS-A1OC-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | gemcitabine | SD |
DHX36 | SNV | Missense_Mutation | rs747063807 | c.1949N>A | p.Gly650Glu | p.G650E | Q9H2U1 | protein_coding | tolerated(0.71) | benign(0.007) | TCGA-JX-A3Q0-01 | Cervix | cervical & endocervical cancer | Female | <65 | III/IV | Unknown | Unknown | SD |
DHX36 | SNV | Missense_Mutation | novel | c.1003G>A | p.Glu335Lys | p.E335K | Q9H2U1 | protein_coding | deleterious(0) | probably_damaging(1) | TCGA-VS-A8QM-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | PD |
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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 |
170506 | DHX36 | NA | MANOALIDE | MANOALIDE | 22394195 |
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