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Gene: SULF2 |
Gene summary for SULF2 |
 Gene summary. |
| Gene information | Species | Human | Gene symbol | SULF2 | Gene ID | 55959 |
| Gene name | sulfatase 2 | |
| Gene Alias | HSULF-2 | |
| Cytomap | 20q13.12 | |
| Gene Type | protein-coding | GO ID | GO:0001501 | UniProtAcc | Q8IWU5 |
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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 |
| 55959 | SULF2 | GSM5276934 | Human | Endometrium | EEC | 7.87e-14 | -3.78e-01 | -0.0913 |
| 55959 | SULF2 | GSM5276935 | Human | Endometrium | EEC | 5.55e-12 | -3.89e-01 | -0.123 |
| 55959 | SULF2 | GSM5276937 | Human | Endometrium | EEC | 7.14e-09 | -3.84e-01 | -0.0897 |
| 55959 | SULF2 | GSM6177620_NYU_UCEC1_lib1_lib1 | Human | Endometrium | EEC | 1.21e-21 | -5.08e-01 | -0.1869 |
| 55959 | SULF2 | GSM6177620_NYU_UCEC1_lib2_lib2 | Human | Endometrium | EEC | 9.00e-21 | -4.96e-01 | -0.1875 |
| 55959 | SULF2 | GSM6177620_NYU_UCEC1_lib3_lib3 | Human | Endometrium | EEC | 1.16e-22 | -5.06e-01 | -0.1883 |
| 55959 | SULF2 | GSM6177621_NYU_UCEC2_lib1_lib1 | Human | Endometrium | EEC | 1.54e-22 | -4.11e-01 | -0.1934 |
| 55959 | SULF2 | GSM6177622_NYU_UCEC3_lib1_lib1 | Human | Endometrium | EEC | 2.43e-29 | -4.12e-01 | -0.1917 |
| 55959 | SULF2 | GSM6177622_NYU_UCEC3_lib2_lib2 | Human | Endometrium | EEC | 1.23e-24 | -4.26e-01 | -0.1916 |
| 55959 | SULF2 | GSM6177623_NYU_UCEC3_Vis | Human | Endometrium | EEC | 1.80e-03 | -3.20e-01 | -0.1269 |
| 55959 | SULF2 | LZE4T | Human | Esophagus | ESCC | 6.11e-09 | 3.37e-01 | 0.0811 |
| 55959 | SULF2 | LZE7T | Human | Esophagus | ESCC | 8.84e-05 | 4.96e-01 | 0.0667 |
| 55959 | SULF2 | LZE8T | Human | Esophagus | ESCC | 1.91e-03 | 1.27e-01 | 0.067 |
| 55959 | SULF2 | LZE21T | Human | Esophagus | ESCC | 1.77e-08 | 6.80e-01 | 0.0655 |
| 55959 | SULF2 | P2T-E | Human | Esophagus | ESCC | 1.38e-08 | 1.75e-01 | 0.1177 |
| 55959 | SULF2 | P4T-E | Human | Esophagus | ESCC | 2.95e-22 | 6.28e-01 | 0.1323 |
| 55959 | SULF2 | P5T-E | Human | Esophagus | ESCC | 1.17e-04 | 1.57e-01 | 0.1327 |
| 55959 | SULF2 | P8T-E | Human | Esophagus | ESCC | 1.41e-18 | 5.61e-01 | 0.0889 |
| 55959 | SULF2 | P9T-E | Human | Esophagus | ESCC | 1.91e-23 | 5.46e-01 | 0.1131 |
| 55959 | SULF2 | P10T-E | Human | Esophagus | ESCC | 5.72e-13 | 3.77e-01 | 0.116 |
| 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 | ||
| Endometrium |  | AEH: Atypical endometrial hyperplasia |
| EEC: Endometrioid 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 | ||
| 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:0048732 | Colorectum | AD | gland development | 149/3918 | 436/18723 | 6.07e-11 | 6.33e-09 | 149 |
| GO:0061008 | Colorectum | AD | hepaticobiliary system development | 55/3918 | 150/18723 | 6.34e-06 | 1.59e-04 | 55 |
| GO:0001889 | Colorectum | AD | liver development | 54/3918 | 147/18723 | 7.20e-06 | 1.77e-04 | 54 |
| GO:0030111 | Colorectum | AD | regulation of Wnt signaling pathway | 102/3918 | 328/18723 | 8.51e-06 | 2.03e-04 | 102 |
| GO:0016055 | Colorectum | AD | Wnt signaling pathway | 130/3918 | 444/18723 | 1.60e-05 | 3.37e-04 | 130 |
| GO:0198738 | Colorectum | AD | cell-cell signaling by wnt | 130/3918 | 446/18723 | 2.02e-05 | 4.10e-04 | 130 |
| GO:0097421 | Colorectum | AD | liver regeneration | 18/3918 | 35/18723 | 6.33e-05 | 1.05e-03 | 18 |
| GO:0022612 | Colorectum | AD | gland morphogenesis | 42/3918 | 118/18723 | 1.62e-04 | 2.23e-03 | 42 |
| GO:0060070 | Colorectum | AD | canonical Wnt signaling pathway | 90/3918 | 303/18723 | 1.76e-04 | 2.38e-03 | 90 |
| GO:0060828 | Colorectum | AD | regulation of canonical Wnt signaling pathway | 77/3918 | 253/18723 | 2.19e-04 | 2.87e-03 | 77 |
| GO:0050673 | Colorectum | AD | epithelial cell proliferation | 119/3918 | 437/18723 | 8.75e-04 | 8.51e-03 | 119 |
| GO:0030177 | Colorectum | AD | positive regulation of Wnt signaling pathway | 45/3918 | 140/18723 | 1.23e-03 | 1.09e-02 | 45 |
| GO:0003014 | Colorectum | AD | renal system process | 35/3918 | 110/18723 | 4.85e-03 | 3.27e-02 | 35 |
| GO:0031100 | Colorectum | AD | animal organ regeneration | 26/3918 | 76/18723 | 4.94e-03 | 3.32e-02 | 26 |
| GO:00487322 | Colorectum | MSS | gland development | 143/3467 | 436/18723 | 3.85e-13 | 8.01e-11 | 143 |
| GO:00301112 | Colorectum | MSS | regulation of Wnt signaling pathway | 98/3467 | 328/18723 | 3.37e-07 | 1.36e-05 | 98 |
| GO:00160552 | Colorectum | MSS | Wnt signaling pathway | 124/3467 | 444/18723 | 6.06e-07 | 2.26e-05 | 124 |
| GO:01987382 | Colorectum | MSS | cell-cell signaling by wnt | 124/3467 | 446/18723 | 7.83e-07 | 2.77e-05 | 124 |
| GO:00610082 | Colorectum | MSS | hepaticobiliary system development | 51/3467 | 150/18723 | 4.33e-06 | 1.23e-04 | 51 |
| GO:00018892 | Colorectum | MSS | liver development | 50/3467 | 147/18723 | 5.28e-06 | 1.44e-04 | 50 |
| Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 |
| 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 |
| Page: 1 |
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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 |
| SULF2 | SNV | Missense_Mutation | rs367871609 | c.518N>T | p.Thr173Met | p.T173M | Q8IWU5 | protein_coding | deleterious(0) | probably_damaging(0.995) | TCGA-A8-A09Z-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
| SULF2 | SNV | Missense_Mutation | c.1203G>C | p.Leu401Phe | p.L401F | Q8IWU5 | protein_coding | tolerated(0.21) | benign(0.035) | TCGA-AC-A23H-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | PD | |
| SULF2 | SNV | Missense_Mutation | rs149787530 | c.1492G>A | p.Gly498Arg | p.G498R | Q8IWU5 | protein_coding | tolerated(0.48) | benign(0.009) | TCGA-AO-A128-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | doxorubicin | SD |
| SULF2 | SNV | Missense_Mutation | rs781507832 | c.1181N>A | p.Arg394Gln | p.R394Q | Q8IWU5 | protein_coding | tolerated(0.08) | benign(0.017) | TCGA-BH-A0HI-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Hormone Therapy | arimidex | SD |
| SULF2 | SNV | Missense_Mutation | c.955N>A | p.Gly319Ser | p.G319S | Q8IWU5 | protein_coding | deleterious(0) | probably_damaging(1) | TCGA-D8-A1XY-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Chemotherapy | tamoxiphen | SD | |
| SULF2 | insertion | Frame_Shift_Ins | novel | c.454_455insTCCAGTTTGGGGTTATTACAAATAGCGCTGCTGA | p.Tyr152PhefsTer25 | p.Y152Ffs*25 | Q8IWU5 | protein_coding | TCGA-AN-A03X-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD | ||
| SULF2 | insertion | Frame_Shift_Ins | novel | c.511_512insGCCGGGTGTGTTGGCACATGCCTGTGGACCCAGCTACTAGAGAG | p.Asn171SerfsTer24 | p.N171Sfs*24 | Q8IWU5 | protein_coding | TCGA-AN-A0FX-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | SD | ||
| SULF2 | SNV | Missense_Mutation | novel | c.502N>T | p.Arg168Cys | p.R168C | Q8IWU5 | protein_coding | deleterious(0) | probably_damaging(1) | TCGA-2W-A8YY-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | CR |
| SULF2 | SNV | Missense_Mutation | novel | c.1225N>T | p.Arg409Trp | p.R409W | Q8IWU5 | protein_coding | deleterious(0) | probably_damaging(1) | TCGA-EA-A410-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Unknown | Unknown | SD |
| SULF2 | SNV | Missense_Mutation | c.439N>A | p.Glu147Lys | p.E147K | Q8IWU5 | protein_coding | tolerated(0.07) | probably_damaging(0.998) | TCGA-EK-A2PG-01 | Cervix | cervical & endocervical cancer | Female | >=65 | I/II | Unknown | Unknown | SD |
| Page: 1 2 3 4 5 6 7 8 9 10 |
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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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