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: TMEM35B

Gene summary for TMEM35B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM35B

Gene ID

100506144

Gene nametransmembrane protein 35B
Gene AliasZMYM6NB
Cytomap1p34.3
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q8NCS4


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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
100506144TMEM35BLZE2DHumanEsophagusHGIN3.64e-033.79e-010.0642
100506144TMEM35BLZE2THumanEsophagusESCC1.52e-087.78e-010.082
100506144TMEM35BLZE3DHumanEsophagusHGIN8.88e-077.66e-010.0668
100506144TMEM35BLZE4THumanEsophagusESCC7.96e-153.63e-010.0811
100506144TMEM35BLZE5THumanEsophagusESCC1.40e-063.63e-010.0514
100506144TMEM35BLZE7THumanEsophagusESCC1.40e-084.15e-010.0667
100506144TMEM35BLZE8THumanEsophagusESCC2.19e-195.07e-010.067
100506144TMEM35BLZE20THumanEsophagusESCC3.61e-133.80e-010.0662
100506144TMEM35BLZE22D1HumanEsophagusHGIN1.90e-053.26e-010.0595
100506144TMEM35BLZE22THumanEsophagusESCC1.00e-095.62e-010.068
100506144TMEM35BLZE24THumanEsophagusESCC3.76e-317.27e-010.0596
100506144TMEM35BLZE6THumanEsophagusESCC9.35e-216.96e-010.0845
100506144TMEM35BHCC2HumanLiverHCC7.17e-152.64e+000.5341
100506144TMEM35BS014HumanLiverHCC3.33e-154.24e-010.2254
100506144TMEM35BS015HumanLiverHCC7.49e-391.49e+000.2375
100506144TMEM35BS016HumanLiverHCC9.35e-369.41e-010.2243
100506144TMEM35BS027HumanLiverHCC2.78e-147.10e-010.2446
100506144TMEM35BS028HumanLiverHCC1.92e-339.15e-010.2503
100506144TMEM35BS029HumanLiverHCC2.69e-381.15e+000.2581
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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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
∗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
TMEM35BSNVMissense_Mutationc.125N>Gp.Gln42Argp.Q42RQ8NCS4protein_codingtolerated(0.29)benign(0.015)TCGA-B6-A1KF-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM35BSNVMissense_Mutationrs768108057c.260G>Ap.Ser87Asnp.S87NQ8NCS4protein_codingdeleterious(0)probably_damaging(0.99)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
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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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