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: SMIM24

Gene summary for SMIM24

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SMIM24

Gene ID

284422

Gene namesmall integral membrane protein 24
Gene AliasC19orf77
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

O75264


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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
284422SMIM24HTA11_2487_2000001011HumanColorectumSER1.28e-094.42e-01-0.1808
284422SMIM24HTA11_1938_2000001011HumanColorectumAD2.16e-073.26e-01-0.0811
284422SMIM24HTA11_347_2000001011HumanColorectumAD1.11e-195.02e-01-0.1954
284422SMIM24HTA11_411_2000001011HumanColorectumSER4.84e-081.12e+00-0.2602
284422SMIM24HTA11_83_2000001011HumanColorectumSER1.82e-156.41e-01-0.1526
284422SMIM24HTA11_696_2000001011HumanColorectumAD1.66e-113.26e-01-0.1464
284422SMIM24HTA11_866_2000001011HumanColorectumAD2.30e-041.93e-01-0.1001
284422SMIM24HTA11_1391_2000001011HumanColorectumAD2.40e-051.97e-01-0.059
284422SMIM24HTA11_546_2000001011HumanColorectumAD7.42e-033.12e-01-0.0842
284422SMIM24HTA11_10623_2000001011HumanColorectumAD1.16e-043.18e-01-0.0177
284422SMIM24HTA11_7696_3000711011HumanColorectumAD6.00e-038.69e-020.0674
284422SMIM24HTA11_99999965062_69753HumanColorectumMSI-H2.97e-036.43e-010.3487
284422SMIM24HTA11_99999965104_69814HumanColorectumMSS7.61e-095.03e-010.281
284422SMIM24HTA11_99999971662_82457HumanColorectumMSS1.84e-062.31e-010.3859
284422SMIM24HTA11_99999974143_84620HumanColorectumMSS1.72e-184.70e-010.3005
284422SMIM24P26T-EHumanEsophagusESCC1.76e-122.79e-010.1276
284422SMIM24P74T-EHumanEsophagusESCC1.02e-052.09e-010.1479
284422SMIM24P82T-EHumanEsophagusESCC6.28e-044.04e-010.1072
284422SMIM24P94T-EHumanEsophagusESCC3.52e-142.00e+000.0879
284422SMIM24P104T-EHumanEsophagusESCC2.57e-135.78e-010.0931
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
∗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
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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
SMIM24SNVMissense_Mutationnovelc.82N>Ap.Leu28Metp.L28MO75264protein_codingtolerated(0.07)probably_damaging(0.986)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SMIM24SNVMissense_Mutationc.349N>Gp.Lys117Glup.K117EO75264protein_codingtolerated(0.51)benign(0)TCGA-E9-A1ND-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyaromasinSD
SMIM24SNVMissense_Mutationnovelc.347A>Gp.Glu116Glyp.E116GO75264protein_codingdeleterious(0)possibly_damaging(0.753)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
SMIM24SNVMissense_Mutationnovelc.41T>Cp.Leu14Prop.L14PO75264protein_codingdeleterious(0)possibly_damaging(0.598)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SMIM24SNVMissense_Mutationnovelc.71N>Tp.Thr24Metp.T24MO75264protein_codingdeleterious(0.01)possibly_damaging(0.801)TCGA-AP-A1DO-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SMIM24SNVMissense_Mutationnovelc.279N>Cp.Glu93Aspp.E93DO75264protein_codingtolerated(0.3)benign(0.154)TCGA-EO-A3B0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SMIM24SNVMissense_Mutationnovelc.160N>Ap.Leu54Ilep.L54IO75264protein_codingtolerated(1)benign(0.009)TCGA-EO-A3KX-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/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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