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Gene: MIF |
Gene summary for MIF |
Gene summary. |
Gene information | Species | Human | Gene symbol | MIF | Gene ID | 4282 |
Gene name | macrophage migration inhibitory factor | |
Gene Alias | GIF | |
Cytomap | 22q11.23 | |
Gene Type | protein-coding | GO ID | GO:0000165 | UniProtAcc | I4AY87 |
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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 |
4282 | MIF | GSM4909281 | Human | Breast | IDC | 1.08e-77 | 6.83e-01 | 0.21 |
4282 | MIF | GSM4909285 | Human | Breast | IDC | 3.07e-22 | -3.93e-01 | 0.21 |
4282 | MIF | GSM4909286 | Human | Breast | IDC | 8.78e-17 | 4.21e-01 | 0.1081 |
4282 | MIF | GSM4909287 | Human | Breast | IDC | 1.14e-64 | 6.20e-01 | 0.2057 |
4282 | MIF | GSM4909288 | Human | Breast | IDC | 1.58e-02 | -2.18e-01 | 0.0988 |
4282 | MIF | GSM4909289 | Human | Breast | IDC | 8.47e-24 | 6.06e-01 | 0.1064 |
4282 | MIF | GSM4909290 | Human | Breast | IDC | 6.70e-79 | 7.59e-01 | 0.2096 |
4282 | MIF | GSM4909291 | Human | Breast | IDC | 8.23e-96 | 9.02e-01 | 0.1753 |
4282 | MIF | GSM4909292 | Human | Breast | IDC | 1.56e-10 | 4.37e-01 | 0.1236 |
4282 | MIF | GSM4909293 | Human | Breast | IDC | 8.84e-15 | -2.18e-01 | 0.1581 |
4282 | MIF | GSM4909294 | Human | Breast | IDC | 5.48e-12 | 1.47e-01 | 0.2022 |
4282 | MIF | GSM4909296 | Human | Breast | IDC | 2.28e-100 | 7.95e-01 | 0.1524 |
4282 | MIF | GSM4909297 | Human | Breast | IDC | 4.42e-22 | 9.80e-02 | 0.1517 |
4282 | MIF | GSM4909298 | Human | Breast | IDC | 1.16e-07 | 3.32e-01 | 0.1551 |
4282 | MIF | GSM4909300 | Human | Breast | IDC | 1.08e-14 | 4.42e-01 | 0.0334 |
4282 | MIF | GSM4909301 | Human | Breast | IDC | 1.40e-12 | 3.11e-01 | 0.1577 |
4282 | MIF | GSM4909302 | Human | Breast | IDC | 1.21e-18 | 2.14e-01 | 0.1545 |
4282 | MIF | GSM4909305 | Human | Breast | IDC | 4.92e-06 | 2.89e-01 | 0.0436 |
4282 | MIF | GSM4909306 | Human | Breast | IDC | 4.10e-81 | 7.13e-01 | 0.1564 |
4282 | MIF | GSM4909307 | Human | Breast | IDC | 6.23e-27 | 4.11e-01 | 0.1569 |
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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:009719320 | Oral cavity | OSCC | intrinsic apoptotic signaling pathway | 202/7305 | 288/18723 | 4.64e-27 | 1.73e-24 | 202 |
GO:000641318 | Oral cavity | OSCC | translational initiation | 96/7305 | 118/18723 | 4.02e-21 | 7.06e-19 | 96 |
GO:200124220 | Oral cavity | OSCC | regulation of intrinsic apoptotic signaling pathway | 123/7305 | 164/18723 | 5.71e-21 | 9.77e-19 | 123 |
GO:000641720 | Oral cavity | OSCC | regulation of translation | 274/7305 | 468/18723 | 4.39e-18 | 4.63e-16 | 274 |
GO:004572719 | Oral cavity | OSCC | positive regulation of translation | 101/7305 | 136/18723 | 5.85e-17 | 4.94e-15 | 101 |
GO:003425019 | Oral cavity | OSCC | positive regulation of cellular amide metabolic process | 115/7305 | 162/18723 | 1.28e-16 | 1.05e-14 | 115 |
GO:200123420 | Oral cavity | OSCC | negative regulation of apoptotic signaling pathway | 148/7305 | 224/18723 | 1.71e-16 | 1.36e-14 | 148 |
GO:00064469 | Oral cavity | OSCC | regulation of translational initiation | 64/7305 | 79/18723 | 2.32e-14 | 1.30e-12 | 64 |
GO:200124320 | Oral cavity | OSCC | negative regulation of intrinsic apoptotic signaling pathway | 73/7305 | 98/18723 | 9.33e-13 | 4.22e-11 | 73 |
GO:007233120 | Oral cavity | OSCC | signal transduction by p53 class mediator | 107/7305 | 163/18723 | 4.75e-12 | 1.83e-10 | 107 |
GO:000756818 | Oral cavity | OSCC | aging | 194/7305 | 339/18723 | 6.18e-12 | 2.33e-10 | 194 |
GO:000863018 | Oral cavity | OSCC | intrinsic apoptotic signaling pathway in response to DNA damage | 72/7305 | 99/18723 | 9.50e-12 | 3.50e-10 | 72 |
GO:200102017 | Oral cavity | OSCC | regulation of response to DNA damage stimulus | 131/7305 | 219/18723 | 3.21e-10 | 8.72e-09 | 131 |
GO:007233219 | Oral cavity | OSCC | intrinsic apoptotic signaling pathway by p53 class mediator | 56/7305 | 76/18723 | 8.43e-10 | 2.13e-08 | 56 |
GO:004277118 | Oral cavity | OSCC | intrinsic apoptotic signaling pathway in response to DNA damage by p53 class mediator | 36/7305 | 43/18723 | 2.12e-09 | 4.97e-08 | 36 |
GO:00427707 | Oral cavity | OSCC | signal transduction in response to DNA damage | 102/7305 | 172/18723 | 5.27e-08 | 9.68e-07 | 102 |
GO:190179620 | Oral cavity | OSCC | regulation of signal transduction by p53 class mediator | 62/7305 | 93/18723 | 5.99e-08 | 1.09e-06 | 62 |
GO:00182098 | Oral cavity | OSCC | peptidyl-serine modification | 175/7305 | 338/18723 | 1.09e-06 | 1.46e-05 | 175 |
GO:001810510 | Oral cavity | OSCC | peptidyl-serine phosphorylation | 164/7305 | 315/18723 | 1.51e-06 | 1.99e-05 | 164 |
GO:19022297 | Oral cavity | OSCC | regulation of intrinsic apoptotic signaling pathway in response to DNA damage | 28/7305 | 36/18723 | 2.45e-06 | 3.08e-05 | 28 |
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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 |
MIF | CD74_CXCR4 | MIF_CD74_CXCR4 | MIF | Breast | ADJ |
MIF | CD74_CD44 | MIF_CD74_CD44 | MIF | Breast | ADJ |
MIF | ACKR3 | MIF_ACKR3 | MIF | Breast | ADJ |
MIF | CD74_CXCR4 | MIF_CD74_CXCR4 | MIF | Breast | DCIS |
MIF | CD74_CD44 | MIF_CD74_CD44 | MIF | Breast | DCIS |
MIF | ACKR3 | MIF_ACKR3 | MIF | Breast | DCIS |
MIF | CD74_CXCR4 | MIF_CD74_CXCR4 | MIF | Breast | Healthy |
MIF | CD74_CD44 | MIF_CD74_CD44 | MIF | Breast | Healthy |
MIF | ACKR3 | MIF_ACKR3 | MIF | Breast | Healthy |
MIF | CD74_CXCR4 | MIF_CD74_CXCR4 | MIF | Breast | IDC |
MIF | CD74_CD44 | MIF_CD74_CD44 | MIF | Breast | IDC |
MIF | CD74_CXCR4 | MIF_CD74_CXCR4 | MIF | Breast | Precancer |
MIF | CD74_CD44 | MIF_CD74_CD44 | MIF | Breast | Precancer |
MIF | CD74_CXCR4 | MIF_CD74_CXCR4 | MIF | Cervix | ADJ |
MIF | CD74_CD44 | MIF_CD74_CD44 | MIF | Cervix | ADJ |
MIF | ACKR3 | MIF_ACKR3 | MIF | Cervix | ADJ |
MIF | CD74_CXCR4 | MIF_CD74_CXCR4 | MIF | Cervix | CC |
MIF | CD74_CD44 | MIF_CD74_CD44 | MIF | Cervix | CC |
MIF | ACKR3 | MIF_ACKR3 | MIF | Cervix | CC |
MIF | CD74_CXCR4 | MIF_CD74_CXCR4 | MIF | Cervix | Healthy |
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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 |
MIF | SNV | Missense_Mutation | novel | c.266N>C | p.Arg89Pro | p.R89P | P14174 | protein_coding | tolerated(0.21) | benign(0.219) | TCGA-VS-A94Z-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | CR |
MIF | insertion | Frame_Shift_Ins | rs767392036 | c.99_100insC | p.Gln36ProfsTer? | p.Q36Pfs*? | P14174 | protein_coding | TCGA-WS-AB45-01 | Colorectum | colon adenocarcinoma | Female | <65 | I/II | Unknown | Unknown | SD | ||
MIF | SNV | Missense_Mutation | novel | c.95N>A | p.Gly32Asp | p.G32D | P14174 | protein_coding | tolerated(0.06) | benign(0.136) | TCGA-FI-A2D5-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | III/IV | Chemotherapy | carboplatinum | PD |
MIF | insertion | Frame_Shift_Ins | rs767392036 | c.99_100insC | p.Gln36ProfsTer? | p.Q36Pfs*? | P14174 | protein_coding | TCGA-B5-A3FC-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD | ||
MIF | SNV | Missense_Mutation | c.52N>T | p.Gly18Trp | p.G18W | P14174 | protein_coding | deleterious(0.01) | probably_damaging(0.983) | TCGA-BR-6566-01 | Stomach | stomach adenocarcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
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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 |
4282 | MIF | DRUGGABLE GENOME, CELL SURFACE | ANTI-MIF MONOCLONAL ANTIBODY | |||
4282 | MIF | DRUGGABLE GENOME, CELL SURFACE | COR100140 | |||
4282 | MIF | DRUGGABLE GENOME, CELL SURFACE | PPD | 393437 | ||
4282 | MIF | DRUGGABLE GENOME, CELL SURFACE | Anti-MIF antibodies | 22238348 | ||
4282 | MIF | DRUGGABLE GENOME, CELL SURFACE | TCMDC-124484 | CHEMBL524449 | 21719283 | |
4282 | MIF | DRUGGABLE GENOME, CELL SURFACE | ISO-1 | |||
4282 | MIF | DRUGGABLE GENOME, CELL SURFACE | PMA | 3305746 |
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