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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 | CA_HPV_1 | Human | Cervix | CC | 1.81e-04 | -1.66e-01 | 0.0264 |
56288 | PARD3 | CA_HPV_3 | Human | Cervix | CC | 1.82e-05 | 2.16e-01 | 0.0414 |
56288 | PARD3 | CCI_1 | Human | Cervix | CC | 6.58e-33 | 2.76e+00 | 0.528 |
56288 | PARD3 | CCI_2 | Human | Cervix | CC | 2.00e-17 | 2.39e+00 | 0.5249 |
56288 | PARD3 | CCI_3 | Human | Cervix | CC | 4.06e-44 | 2.55e+00 | 0.516 |
56288 | PARD3 | CCII_1 | Human | Cervix | CC | 4.96e-22 | 7.81e-01 | 0.3249 |
56288 | PARD3 | HTA11_3410_2000001011 | Human | Colorectum | AD | 2.65e-26 | -6.21e-01 | 0.0155 |
56288 | PARD3 | HTA11_2951_2000001011 | Human | Colorectum | AD | 1.02e-05 | -7.74e-01 | 0.0216 |
56288 | PARD3 | HTA11_1938_2000001011 | Human | Colorectum | AD | 2.23e-06 | 4.11e-01 | -0.0811 |
56288 | PARD3 | HTA11_347_2000001011 | Human | Colorectum | AD | 3.78e-21 | 9.00e-01 | -0.1954 |
56288 | PARD3 | HTA11_411_2000001011 | Human | Colorectum | SER | 5.52e-13 | 6.91e-01 | -0.2602 |
56288 | PARD3 | HTA11_1391_2000001011 | Human | Colorectum | AD | 1.66e-02 | 4.51e-01 | -0.059 |
56288 | PARD3 | HTA11_866_3004761011 | Human | Colorectum | AD | 1.05e-02 | -4.33e-01 | 0.096 |
56288 | PARD3 | HTA11_9408_2000001011 | Human | Colorectum | AD | 5.68e-03 | -3.99e-01 | 0.0451 |
56288 | PARD3 | HTA11_7696_3000711011 | Human | Colorectum | AD | 1.82e-02 | -2.80e-01 | 0.0674 |
56288 | PARD3 | HTA11_99999970781_79442 | Human | Colorectum | MSS | 1.70e-11 | -4.56e-01 | 0.294 |
56288 | PARD3 | HTA11_99999965104_69814 | Human | Colorectum | MSS | 2.69e-23 | 9.74e-01 | 0.281 |
56288 | PARD3 | HTA11_99999971662_82457 | Human | Colorectum | MSS | 3.73e-02 | -1.79e-02 | 0.3859 |
56288 | PARD3 | HTA11_99999973899_84307 | Human | Colorectum | MSS | 5.88e-04 | -5.88e-01 | 0.2585 |
56288 | PARD3 | HTA11_99999974143_84620 | Human | Colorectum | MSS | 2.28e-66 | -9.29e-01 | 0.3005 |
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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 |
hsa0453042 | Liver | HCC | Tight junction | 110/4020 | 169/8465 | 2.45e-06 | 2.28e-05 | 1.27e-05 | 110 |
hsa051652 | Liver | HCC | Human papillomavirus infection | 188/4020 | 331/8465 | 3.34e-04 | 1.49e-03 | 8.29e-04 | 188 |
hsa0414432 | Liver | HCC | Endocytosis | 178/4020 | 251/8465 | 2.03e-14 | 5.22e-13 | 2.91e-13 | 178 |
hsa0452052 | Liver | HCC | Adherens junction | 68/4020 | 93/8465 | 3.99e-07 | 4.46e-06 | 2.48e-06 | 68 |
hsa0453052 | Liver | HCC | Tight junction | 110/4020 | 169/8465 | 2.45e-06 | 2.28e-05 | 1.27e-05 | 110 |
hsa051653 | Liver | HCC | Human papillomavirus infection | 188/4020 | 331/8465 | 3.34e-04 | 1.49e-03 | 8.29e-04 | 188 |
hsa0452016 | Lung | IAC | Adherens junction | 37/1053 | 93/8465 | 1.99e-11 | 2.16e-09 | 1.43e-09 | 37 |
hsa051656 | Lung | IAC | Human papillomavirus infection | 71/1053 | 331/8465 | 1.88e-06 | 7.63e-05 | 5.06e-05 | 71 |
hsa0453016 | Lung | IAC | Tight junction | 43/1053 | 169/8465 | 2.44e-06 | 8.81e-05 | 5.85e-05 | 43 |
hsa0414414 | Lung | IAC | Endocytosis | 51/1053 | 251/8465 | 2.25e-04 | 2.54e-03 | 1.68e-03 | 51 |
hsa043907 | Lung | IAC | Hippo signaling pathway | 35/1053 | 157/8465 | 3.60e-04 | 3.45e-03 | 2.29e-03 | 35 |
hsa0401510 | Lung | IAC | Rap1 signaling pathway | 41/1053 | 210/8465 | 2.01e-03 | 1.07e-02 | 7.10e-03 | 41 |
hsa043608 | Lung | IAC | Axon guidance | 34/1053 | 182/8465 | 9.31e-03 | 3.62e-02 | 2.41e-02 | 34 |
hsa0452017 | Lung | IAC | Adherens junction | 37/1053 | 93/8465 | 1.99e-11 | 2.16e-09 | 1.43e-09 | 37 |
hsa0516511 | Lung | IAC | Human papillomavirus infection | 71/1053 | 331/8465 | 1.88e-06 | 7.63e-05 | 5.06e-05 | 71 |
hsa0453017 | Lung | IAC | Tight junction | 43/1053 | 169/8465 | 2.44e-06 | 8.81e-05 | 5.85e-05 | 43 |
hsa0414415 | Lung | IAC | Endocytosis | 51/1053 | 251/8465 | 2.25e-04 | 2.54e-03 | 1.68e-03 | 51 |
hsa0439012 | Lung | IAC | Hippo signaling pathway | 35/1053 | 157/8465 | 3.60e-04 | 3.45e-03 | 2.29e-03 | 35 |
hsa0401511 | Lung | IAC | Rap1 signaling pathway | 41/1053 | 210/8465 | 2.01e-03 | 1.07e-02 | 7.10e-03 | 41 |
hsa0436011 | Lung | IAC | Axon guidance | 34/1053 | 182/8465 | 9.31e-03 | 3.62e-02 | 2.41e-02 | 34 |
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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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