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Gene: PARD3 |
Gene summary for PARD3 |
Gene summary. |
Gene information | Species | Human | Gene symbol | PARD3 | Gene ID | 56288 |
Gene name | par-3 family cell polarity regulator | |
Gene Alias | ASIP | |
Cytomap | 10p11.22-p11.21 | |
Gene Type | protein-coding | GO ID | GO:0000226 | UniProtAcc | Q8TEW0 |
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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 |
56288 | PARD3 | GSM5353247_PA_PR5269_3_S27_L002 | Human | Prostate | Tumor | 2.85e-05 | 6.30e-01 | 0.1532 |
56288 | PARD3 | P1_S1_AK | Human | Skin | AK | 4.51e-50 | 9.44e-01 | -0.3399 |
56288 | PARD3 | P2_S3_AK | Human | Skin | AK | 1.17e-51 | 9.05e-01 | -0.3287 |
56288 | PARD3 | P2_S4_SCCIS | Human | Skin | SCCIS | 1.63e-36 | 7.88e-01 | -0.3043 |
56288 | PARD3 | P3_S6_AK | Human | Skin | AK | 1.47e-33 | 8.49e-01 | -0.3256 |
56288 | PARD3 | P4_S8_cSCC | Human | Skin | cSCC | 9.32e-56 | 9.58e-01 | -0.3095 |
56288 | PARD3 | P5_S10_cSCC | Human | Skin | cSCC | 7.11e-37 | 6.32e-01 | -0.299 |
56288 | PARD3 | P1_cSCC | Human | Skin | cSCC | 3.12e-17 | 5.62e-01 | 0.0292 |
56288 | PARD3 | P2_cSCC | Human | Skin | cSCC | 4.93e-09 | 1.86e-01 | -0.024 |
56288 | PARD3 | P4_cSCC | Human | Skin | cSCC | 3.85e-12 | 2.90e-01 | -0.00290000000000005 |
56288 | PARD3 | P10_cSCC | Human | Skin | cSCC | 1.72e-10 | 3.49e-01 | 0.1017 |
56288 | PARD3 | cSCC_p10 | Human | Skin | cSCC | 2.14e-02 | 1.70e-01 | -0.2095 |
56288 | PARD3 | cSCC_p11 | Human | Skin | cSCC | 7.42e-03 | 1.58e-01 | -0.2102 |
56288 | PARD3 | cSCC_p8 | Human | Skin | cSCC | 7.53e-04 | 1.43e-01 | -0.1971 |
56288 | PARD3 | Pat01-B | Human | Stomach | GC | 4.12e-27 | 5.51e-01 | 0.5754 |
56288 | PARD3 | Pat02-B | Human | Stomach | GC | 1.00e-50 | 6.06e-01 | 0.0368 |
56288 | PARD3 | Pat03-B | Human | Stomach | GC | 3.17e-24 | 4.98e-01 | 0.3693 |
56288 | PARD3 | Pat04-B | Human | Stomach | GC | 3.23e-24 | 5.54e-01 | -0.1483 |
56288 | PARD3 | Pat05-B | Human | Stomach | GC | 5.09e-16 | 5.06e-01 | -0.0353 |
56288 | PARD3 | Pat06-B | Human | Stomach | GC | 8.72e-41 | 6.40e-01 | -0.1961 |
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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:00071639 | Cervix | CC | establishment or maintenance of cell polarity | 63/2311 | 218/18723 | 4.25e-11 | 8.76e-09 | 63 |
GO:00452169 | Cervix | CC | cell-cell junction organization | 53/2311 | 200/18723 | 3.83e-08 | 2.53e-06 | 53 |
GO:00300108 | Cervix | CC | establishment of cell polarity | 42/2311 | 143/18723 | 4.30e-08 | 2.62e-06 | 42 |
GO:00343298 | Cervix | CC | cell junction assembly | 88/2311 | 420/18723 | 3.42e-07 | 1.38e-05 | 88 |
GO:00070439 | Cervix | CC | cell-cell junction assembly | 39/2311 | 146/18723 | 1.86e-06 | 5.94e-05 | 39 |
GO:000660510 | Cervix | CC | protein targeting | 68/2311 | 314/18723 | 2.17e-06 | 6.55e-05 | 68 |
GO:004593610 | Cervix | CC | negative regulation of phosphate metabolic process | 88/2311 | 441/18723 | 2.92e-06 | 8.27e-05 | 88 |
GO:001056310 | Cervix | CC | negative regulation of phosphorus metabolic process | 88/2311 | 442/18723 | 3.21e-06 | 8.77e-05 | 88 |
GO:004232610 | Cervix | CC | negative regulation of phosphorylation | 77/2311 | 385/18723 | 1.09e-05 | 2.38e-04 | 77 |
GO:00432978 | Cervix | CC | apical junction assembly | 24/2311 | 78/18723 | 1.36e-05 | 2.73e-04 | 24 |
GO:00615647 | Cervix | CC | axon development | 89/2311 | 467/18723 | 1.71e-05 | 3.27e-04 | 89 |
GO:000193310 | Cervix | CC | negative regulation of protein phosphorylation | 69/2311 | 342/18723 | 2.29e-05 | 4.01e-04 | 69 |
GO:00516567 | Cervix | CC | establishment of organelle localization | 76/2311 | 390/18723 | 3.17e-05 | 5.21e-04 | 76 |
GO:00901509 | Cervix | CC | establishment of protein localization to membrane | 54/2311 | 260/18723 | 7.67e-05 | 1.05e-03 | 54 |
GO:00074097 | Cervix | CC | axonogenesis | 78/2311 | 418/18723 | 1.14e-04 | 1.43e-03 | 78 |
GO:01201927 | Cervix | CC | tight junction assembly | 21/2311 | 74/18723 | 1.69e-04 | 2.00e-03 | 21 |
GO:01201937 | Cervix | CC | tight junction organization | 22/2311 | 80/18723 | 1.97e-04 | 2.26e-03 | 22 |
GO:00901627 | Cervix | CC | establishment of epithelial cell polarity | 11/2311 | 31/18723 | 7.87e-04 | 6.96e-03 | 11 |
GO:00519603 | Cervix | CC | regulation of nervous system development | 77/2311 | 443/18723 | 1.13e-03 | 9.30e-03 | 77 |
GO:00618425 | Cervix | CC | microtubule organizing center localization | 11/2311 | 33/18723 | 1.42e-03 | 1.11e-02 | 11 |
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Enriched KEGG pathways. |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0452020 | Cervix | CC | Adherens junction | 33/1267 | 93/8465 | 6.99e-07 | 7.31e-06 | 4.32e-06 | 33 |
hsa0453020 | Cervix | CC | Tight junction | 49/1267 | 169/8465 | 1.87e-06 | 1.78e-05 | 1.05e-05 | 49 |
hsa0401512 | Cervix | CC | Rap1 signaling pathway | 56/1267 | 210/8465 | 6.23e-06 | 5.61e-05 | 3.32e-05 | 56 |
hsa0414418 | Cervix | CC | Endocytosis | 64/1267 | 251/8465 | 6.97e-06 | 6.10e-05 | 3.61e-05 | 64 |
hsa043609 | Cervix | CC | Axon guidance | 47/1267 | 182/8465 | 8.13e-05 | 5.38e-04 | 3.18e-04 | 47 |
hsa051657 | Cervix | CC | Human papillomavirus infection | 74/1267 | 331/8465 | 1.70e-04 | 1.02e-03 | 6.03e-04 | 74 |
hsa043908 | Cervix | CC | Hippo signaling pathway | 40/1267 | 157/8465 | 3.64e-04 | 1.82e-03 | 1.07e-03 | 40 |
hsa04062 | Cervix | CC | Chemokine signaling pathway | 43/1267 | 192/8465 | 3.60e-03 | 1.34e-02 | 7.91e-03 | 43 |
hsa04520110 | Cervix | CC | Adherens junction | 33/1267 | 93/8465 | 6.99e-07 | 7.31e-06 | 4.32e-06 | 33 |
hsa04530110 | Cervix | CC | Tight junction | 49/1267 | 169/8465 | 1.87e-06 | 1.78e-05 | 1.05e-05 | 49 |
hsa0401513 | Cervix | CC | Rap1 signaling pathway | 56/1267 | 210/8465 | 6.23e-06 | 5.61e-05 | 3.32e-05 | 56 |
hsa0414419 | Cervix | CC | Endocytosis | 64/1267 | 251/8465 | 6.97e-06 | 6.10e-05 | 3.61e-05 | 64 |
hsa0436012 | Cervix | CC | Axon guidance | 47/1267 | 182/8465 | 8.13e-05 | 5.38e-04 | 3.18e-04 | 47 |
hsa0516512 | Cervix | CC | Human papillomavirus infection | 74/1267 | 331/8465 | 1.70e-04 | 1.02e-03 | 6.03e-04 | 74 |
hsa0439013 | Cervix | CC | Hippo signaling pathway | 40/1267 | 157/8465 | 3.64e-04 | 1.82e-03 | 1.07e-03 | 40 |
hsa040621 | Cervix | CC | Chemokine signaling pathway | 43/1267 | 192/8465 | 3.60e-03 | 1.34e-02 | 7.91e-03 | 43 |
hsa04144 | Colorectum | AD | Endocytosis | 111/2092 | 251/8465 | 5.95e-12 | 1.42e-10 | 9.08e-11 | 111 |
hsa04520 | Colorectum | AD | Adherens junction | 50/2092 | 93/8465 | 1.52e-09 | 2.83e-08 | 1.81e-08 | 50 |
hsa04530 | Colorectum | AD | Tight junction | 76/2092 | 169/8465 | 5.49e-09 | 9.69e-08 | 6.18e-08 | 76 |
hsa04015 | Colorectum | AD | Rap1 signaling pathway | 71/2092 | 210/8465 | 1.72e-03 | 9.68e-03 | 6.18e-03 | 71 |
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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 |
GZMA | PARD3 | GZMA_PARD3 | PARs | Breast | ADJ |
PRSS3 | PARD3 | PRSS3_PARD3 | PARs | Cervix | CC |
CTSG | PARD3 | CTSG_PARD3 | PARs | Cervix | CC |
GZMA | PARD3 | GZMA_PARD3 | PARs | Cervix | CC |
PRSS3 | PARD3 | PRSS3_PARD3 | PARs | CRC | AD |
CTSG | PARD3 | CTSG_PARD3 | PARs | CRC | AD |
GZMA | PARD3 | GZMA_PARD3 | PARs | CRC | AD |
PRSS3 | PARD3 | PRSS3_PARD3 | PARs | CRC | ADJ |
CTSG | PARD3 | CTSG_PARD3 | PARs | CRC | ADJ |
GZMA | PARD3 | GZMA_PARD3 | PARs | CRC | ADJ |
PRSS3 | PARD3 | PRSS3_PARD3 | PARs | CRC | CRC |
PRSS3 | PARD3 | PRSS3_PARD3 | PARs | CRC | Healthy |
PRSS3 | PARD3 | PRSS3_PARD3 | PARs | CRC | MSI-H |
GZMA | PARD3 | GZMA_PARD3 | PARs | CRC | MSI-H |
PRSS3 | PARD3 | PRSS3_PARD3 | PARs | CRC | MSS |
GZMA | PARD3 | GZMA_PARD3 | PARs | CRC | MSS |
CTSG | PARD3 | CTSG_PARD3 | PARs | CRC | SER |
GZMA | PARD3 | GZMA_PARD3 | PARs | CRC | SER |
CTSG | PARD3 | CTSG_PARD3 | PARs | Endometrium | ADJ |
GZMA | PARD3 | GZMA_PARD3 | PARs | Endometrium | ADJ |
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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 |
PARD3 | SNV | Missense_Mutation | c.3714N>G | p.Asp1238Glu | p.D1238E | Q8TEW0 | protein_coding | deleterious_low_confidence(0.04) | probably_damaging(0.99) | TCGA-AR-A1AQ-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | doxorubicin | SD | |
PARD3 | SNV | Missense_Mutation | rs566752362 | c.2728N>T | p.Arg910Cys | p.R910C | Q8TEW0 | protein_coding | deleterious(0) | probably_damaging(0.995) | TCGA-AR-A1AV-01 | Breast | breast invasive carcinoma | Male | >=65 | I/II | Chemotherapy | cytoxan | SD |
PARD3 | SNV | Missense_Mutation | c.1741N>A | p.Asp581Asn | p.D581N | Q8TEW0 | protein_coding | deleterious(0.03) | benign(0.116) | TCGA-D8-A1XJ-01 | Breast | breast invasive carcinoma | Female | >=65 | III/IV | Hormone Therapy | tamoxiphen | SD | |
PARD3 | SNV | Missense_Mutation | c.2826N>A | p.Asp942Glu | p.D942E | Q8TEW0 | protein_coding | tolerated(0.12) | probably_damaging(0.992) | TCGA-E2-A15T-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Hormone Therapy | arimidex | SD | |
PARD3 | insertion | Frame_Shift_Ins | novel | c.3814_3815insTTTTTTTAAAACCTCGATGGTACTATGGAGTATTTCTGTTGTT | p.Gly1272ValfsTer54 | p.G1272Vfs*54 | Q8TEW0 | protein_coding | TCGA-A8-A06P-01 | Breast | breast invasive carcinoma | Female | <65 | III/IV | Unspecific | SD | |||
PARD3 | insertion | Nonsense_Mutation | novel | c.1625_1626insATTAATTATACAAATATAGGTCTTGTTACTTAGGATGACA | p.Val544IlefsTer5 | p.V544Ifs*5 | Q8TEW0 | protein_coding | TCGA-BH-A0HF-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Hormone Therapy | arimidex | SD | ||
PARD3 | SNV | Missense_Mutation | rs768549956 | c.3613C>T | p.Arg1205Trp | p.R1205W | Q8TEW0 | protein_coding | deleterious_low_confidence(0) | probably_damaging(0.928) | TCGA-2W-A8YY-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | CR |
PARD3 | SNV | Missense_Mutation | novel | c.2885C>A | p.Ser962Tyr | p.S962Y | Q8TEW0 | protein_coding | deleterious(0) | probably_damaging(0.997) | TCGA-2W-A8YY-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | CR |
PARD3 | SNV | Missense_Mutation | c.3253G>C | p.Asp1085His | p.D1085H | Q8TEW0 | protein_coding | tolerated(0.12) | probably_damaging(0.999) | TCGA-DG-A2KK-01 | Cervix | cervical & endocervical cancer | Female | <65 | III/IV | Chemotherapy | cisplatin | SD | |
PARD3 | SNV | Missense_Mutation | rs377613171 | c.3701C>T | p.Ser1234Leu | p.S1234L | Q8TEW0 | protein_coding | deleterious_low_confidence(0.01) | benign(0.124) | TCGA-EA-A50E-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Unknown | Unknown | 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 |
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