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: SMIM3

Gene summary for SMIM3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SMIM3

Gene ID

85027

Gene namesmall integral membrane protein 3
Gene AliasC5orf62
Cytomap5q33.1
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q9BZL3


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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
85027SMIM3LZE4THumanEsophagusESCC7.92e-08-2.88e-010.0811
85027SMIM3LZE8THumanEsophagusESCC7.80e-05-4.12e-010.067
85027SMIM3LZE20THumanEsophagusESCC9.91e-07-3.77e-010.0662
85027SMIM3LZE24THumanEsophagusESCC2.29e-14-2.72e-010.0596
85027SMIM3LZE6THumanEsophagusESCC6.12e-03-1.54e-010.0845
85027SMIM3P1T-EHumanEsophagusESCC2.32e-04-3.44e-010.0875
85027SMIM3P2T-EHumanEsophagusESCC1.29e-228.80e-010.1177
85027SMIM3P4T-EHumanEsophagusESCC3.64e-105.80e-020.1323
85027SMIM3P8T-EHumanEsophagusESCC5.49e-04-2.62e-010.0889
85027SMIM3P11T-EHumanEsophagusESCC3.84e-046.34e-010.1426
85027SMIM3P12T-EHumanEsophagusESCC1.33e-14-1.58e-020.1122
85027SMIM3P16T-EHumanEsophagusESCC7.27e-102.95e-010.1153
85027SMIM3P20T-EHumanEsophagusESCC2.01e-15-1.42e-010.1124
85027SMIM3P21T-EHumanEsophagusESCC1.85e-102.25e-010.1617
85027SMIM3P22T-EHumanEsophagusESCC2.50e-04-1.29e-010.1236
85027SMIM3P24T-EHumanEsophagusESCC1.04e-08-1.00e-010.1287
85027SMIM3P26T-EHumanEsophagusESCC5.80e-145.64e-030.1276
85027SMIM3P27T-EHumanEsophagusESCC1.09e-101.99e-010.1055
85027SMIM3P31T-EHumanEsophagusESCC1.44e-15-3.35e-010.1251
85027SMIM3P32T-EHumanEsophagusESCC5.50e-073.43e-010.1666
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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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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
SMIM3SNVMissense_Mutationrs745884586c.152N>Ap.Arg51Glnp.R51QQ9BZL3protein_codingtolerated_low_confidence(0.29)benign(0.412)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SMIM3insertionFrame_Shift_Insnovelc.147_148insGTGGTTCAAGTAAGGACTGAATGTGTTAATAGACATAp.Met50ValfsTer20p.M50Vfs*20Q9BZL3protein_codingTCGA-BH-A0BM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SMIM3SNVMissense_Mutationrs745884586c.152G>Ap.Arg51Glnp.R51QQ9BZL3protein_codingtolerated_low_confidence(0.29)benign(0.412)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SMIM3SNVMissense_Mutationrs546977535c.145N>Tp.Arg49Cysp.R49CQ9BZL3protein_codingdeleterious_low_confidence(0)possibly_damaging(0.833)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SMIM3SNVMissense_Mutationrs534788836c.68N>Cp.Ile23Thrp.I23TQ9BZL3protein_codingtolerated_low_confidence(0.13)benign(0.3)TCGA-DJ-A3VL-01Thyroidthyroid carcinomaMale<65I/IIUnknownUnknownPD
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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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