Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: DIMT1

Gene summary for DIMT1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DIMT1

Gene ID

27292

Gene nameDIM1 rRNA methyltransferase and ribosome maturation factor
Gene AliasDIM1
Cytomap5q12.1
Gene Typeprotein-coding
GO ID

GO:0000154

UniProtAcc

A0A0C4DGB1


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Malignant transformation analysis

check button 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
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
27292DIMT1LZE4THumanEsophagusESCC3.72e-057.83e-020.0811
27292DIMT1LZE7THumanEsophagusESCC8.72e-061.56e-010.0667
27292DIMT1LZE8THumanEsophagusESCC1.55e-083.57e-010.067
27292DIMT1LZE24THumanEsophagusESCC2.28e-134.68e-010.0596
27292DIMT1P1T-EHumanEsophagusESCC1.32e-043.14e-010.0875
27292DIMT1P2T-EHumanEsophagusESCC1.69e-458.05e-010.1177
27292DIMT1P4T-EHumanEsophagusESCC1.31e-154.85e-010.1323
27292DIMT1P5T-EHumanEsophagusESCC7.54e-096.19e-020.1327
27292DIMT1P8T-EHumanEsophagusESCC1.46e-152.95e-010.0889
27292DIMT1P9T-EHumanEsophagusESCC3.01e-153.51e-010.1131
27292DIMT1P10T-EHumanEsophagusESCC6.75e-208.60e-020.116
27292DIMT1P11T-EHumanEsophagusESCC3.21e-114.30e-010.1426
27292DIMT1P12T-EHumanEsophagusESCC5.68e-245.23e-010.1122
27292DIMT1P15T-EHumanEsophagusESCC6.90e-213.76e-010.1149
27292DIMT1P16T-EHumanEsophagusESCC2.20e-234.77e-010.1153
27292DIMT1P17T-EHumanEsophagusESCC2.44e-021.90e-010.1278
27292DIMT1P19T-EHumanEsophagusESCC1.04e-056.02e-010.1662
27292DIMT1P20T-EHumanEsophagusESCC3.06e-195.12e-010.1124
27292DIMT1P21T-EHumanEsophagusESCC1.56e-265.58e-010.1617
27292DIMT1P22T-EHumanEsophagusESCC2.21e-203.81e-010.1236
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe image shows the 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
Oral CavityThe image shows the 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe image shows the 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: 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).
ColorectumSERGO analysis - Figure of enriched GO biological processes: 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).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: 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).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: 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).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: 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).
∗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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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0022613111EsophagusESCCribonucleoprotein complex biogenesis365/8552463/187231.74e-491.11e-45365
GO:0042254111EsophagusESCCribosome biogenesis252/8552299/187233.27e-441.04e-40252
GO:003447015EsophagusESCCncRNA processing300/8552395/187233.09e-353.26e-32300
GO:0016072110EsophagusESCCrRNA metabolic process197/8552236/187231.31e-331.18e-30197
GO:0006364110EsophagusESCCrRNA processing189/8552225/187234.88e-333.87e-30189
GO:003466012EsophagusESCCncRNA metabolic process346/8552485/187234.35e-312.51e-28346
GO:00434143EsophagusESCCmacromolecule methylation199/8552316/187233.44e-109.57e-09199
GO:00322592EsophagusESCCmethylation222/8552364/187232.26e-095.09e-08222
GO:00094512EsophagusESCCRNA modification114/8552167/187232.76e-096.04e-08114
GO:00015101EsophagusESCCRNA methylation58/855283/187236.87e-066.94e-0558
GO:0000154EsophagusESCCrRNA modification26/855237/187232.16e-039.62e-0326
GO:2000234EsophagusESCCpositive regulation of rRNA processing9/855210/187235.09e-031.92e-029
GO:002261320Oral cavityOSCCribonucleoprotein complex biogenesis333/7305463/187238.28e-485.24e-44333
GO:004225420Oral cavityOSCCribosome biogenesis230/7305299/187233.22e-416.80e-38230
GO:000636410Oral cavityOSCCrRNA processing172/7305225/187231.57e-301.24e-27172
GO:00344709Oral cavityOSCCncRNA processing263/7305395/187234.38e-292.78e-26263
GO:001607210Oral cavityOSCCrRNA metabolic process176/7305236/187236.51e-293.24e-26176
GO:00346605Oral cavityOSCCncRNA metabolic process296/7305485/187232.94e-236.65e-21296
GO:00094511Oral cavityOSCCRNA modification95/7305167/187232.05e-062.62e-0595
GO:00434142Oral cavityOSCCmacromolecule methylation149/7305316/187231.82e-038.60e-03149
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon 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

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
DIMT1insertionIn_Frame_Insnovelc.428_429insCTCTACTAAAAATAAp.Leu143_His144insSerThrLysAsnLysp.L143_H144insSTKNKQ9UNQ2protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DIMT1SNVMissense_Mutationc.688A>Cp.Thr230Prop.T230PQ9UNQ2protein_codingdeleterious(0)possibly_damaging(0.463)TCGA-C5-A7CM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
DIMT1SNVMissense_Mutationnovelc.92N>Cp.Asn31Thrp.N31TQ9UNQ2protein_codingdeleterious(0.02)possibly_damaging(0.735)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
DIMT1SNVMissense_Mutationc.190G>Ap.Gly64Argp.G64RQ9UNQ2protein_codingdeleterious(0)probably_damaging(1)TCGA-G4-6586-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DIMT1SNVMissense_Mutationnovelc.722N>Tp.Ala241Valp.A241VQ9UNQ2protein_codingtolerated(0.53)benign(0.019)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
DIMT1SNVMissense_Mutationrs760325592c.302N>Tp.Thr101Metp.T101MQ9UNQ2protein_codingdeleterious(0.03)probably_damaging(0.971)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DIMT1SNVMissense_Mutationnovelc.656A>Cp.Asn219Thrp.N219TQ9UNQ2protein_codingdeleterious(0.03)possibly_damaging(0.791)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
DIMT1SNVMissense_Mutationnovelc.716N>Ap.Ser239Tyrp.S239YQ9UNQ2protein_codingtolerated(0.23)possibly_damaging(0.843)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DIMT1SNVMissense_Mutationc.518N>Ap.Cys173Tyrp.C173YQ9UNQ2protein_codingdeleterious(0)possibly_damaging(0.73)TCGA-D1-A0ZO-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DIMT1SNVMissense_Mutationnovelc.485G>Ap.Arg162Glnp.R162QQ9UNQ2protein_codingdeleterious(0)probably_damaging(0.961)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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