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: SECTM1

Gene summary for SECTM1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SECTM1

Gene ID

6398

Gene namesecreted and transmembrane 1
Gene AliasK12
Cytomap17q25.3
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q8WVN6


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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
6398SECTM1HTA11_2487_2000001011HumanColorectumSER7.61e-064.99e-01-0.1808
6398SECTM1HTA11_411_2000001011HumanColorectumSER2.79e-031.16e+00-0.2602
6398SECTM1HTA11_3361_2000001011HumanColorectumAD2.33e-064.58e-01-0.1207
6398SECTM1HTA11_1391_2000001011HumanColorectumAD8.90e-043.75e-01-0.059
6398SECTM1HTA11_5212_2000001011HumanColorectumAD2.17e-059.40e-01-0.2061
6398SECTM1HTA11_99999970781_79442HumanColorectumMSS1.10e-022.34e-010.294
6398SECTM1LZE24D1HumanEsophagusHGIN4.84e-037.14e-010.054
6398SECTM1LZE24THumanEsophagusESCC2.85e-218.46e-010.0596
6398SECTM1P2T-EHumanEsophagusESCC2.06e-092.97e-020.1177
6398SECTM1P9T-EHumanEsophagusESCC3.47e-092.62e-010.1131
6398SECTM1P21T-EHumanEsophagusESCC4.58e-172.72e-010.1617
6398SECTM1P26T-EHumanEsophagusESCC8.11e-085.21e-020.1276
6398SECTM1P27T-EHumanEsophagusESCC3.56e-034.09e-020.1055
6398SECTM1P39T-EHumanEsophagusESCC2.60e-041.37e-010.0894
6398SECTM1P40T-EHumanEsophagusESCC3.61e-062.00e-010.109
6398SECTM1P48T-EHumanEsophagusESCC7.19e-042.71e-020.0959
6398SECTM1P52T-EHumanEsophagusESCC5.87e-031.35e-010.1555
6398SECTM1P54T-EHumanEsophagusESCC2.54e-021.25e-010.0975
6398SECTM1P57T-EHumanEsophagusESCC1.01e-088.21e-020.0926
6398SECTM1P61T-EHumanEsophagusESCC1.61e-051.21e-010.099
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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
∗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:0043123ColorectumADpositive regulation of I-kappaB kinase/NF-kappaB signaling60/3918186/187231.91e-042.56e-0360
GO:0043122ColorectumADregulation of I-kappaB kinase/NF-kappaB signaling76/3918249/187232.17e-042.85e-0376
GO:0007249ColorectumADI-kappaB kinase/NF-kappaB signaling82/3918281/187236.09e-046.40e-0382
GO:00431221ColorectumMSSregulation of I-kappaB kinase/NF-kappaB signaling71/3467249/187237.12e-051.21e-0371
GO:00072491ColorectumMSSI-kappaB kinase/NF-kappaB signaling77/3467281/187231.51e-042.19e-0377
GO:00431231ColorectumMSSpositive regulation of I-kappaB kinase/NF-kappaB signaling55/3467186/187231.60e-042.29e-0355
GO:004312318EsophagusESCCpositive regulation of I-kappaB kinase/NF-kappaB signaling132/8552186/187232.07e-128.58e-11132
GO:0043122110EsophagusESCCregulation of I-kappaB kinase/NF-kappaB signaling167/8552249/187236.11e-122.32e-10167
GO:000724919EsophagusESCCI-kappaB kinase/NF-kappaB signaling183/8552281/187233.02e-111.01e-09183
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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
SECTM1SNVMissense_Mutationnovelc.611N>Cp.Arg204Thrp.R204TQ8WVN6protein_codingtolerated_low_confidence(0.05)benign(0.151)TCGA-OL-A5RW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
SECTM1SNVMissense_Mutationnovelc.628T>Cp.Trp210Argp.W210RQ8WVN6protein_codingdeleterious_low_confidence(0)benign(0.361)TCGA-CK-4952-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownSD
SECTM1SNVMissense_Mutationrs749551747c.124G>Tp.Val42Leup.V42LQ8WVN6protein_codingdeleterious(0.04)benign(0.298)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
SECTM1SNVMissense_Mutationc.299C>Tp.Ala100Valp.A100VQ8WVN6protein_codingdeleterious(0)probably_damaging(0.996)TCGA-G4-6320-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyoxaliplatinSD
SECTM1SNVMissense_Mutationnovelc.380N>Tp.Arg127Ilep.R127IQ8WVN6protein_codingtolerated(0.06)benign(0.019)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SECTM1SNVMissense_Mutationnovelc.298N>Ap.Ala100Thrp.A100TQ8WVN6protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
SECTM1SNVMissense_Mutationnovelc.50N>Ap.Gly17Glup.G17EQ8WVN6protein_codingtolerated(0.28)benign(0.104)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
SECTM1SNVMissense_Mutationrs150899553c.529C>Tp.Arg177Cysp.R177CQ8WVN6protein_codingdeleterious(0.01)benign(0.439)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SECTM1SNVMissense_Mutationrs766594826c.592N>Ap.Ala198Thrp.A198TQ8WVN6protein_codingtolerated_low_confidence(1)benign(0)TCGA-G3-AAV0-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownSD
SECTM1SNVMissense_Mutationc.734N>Gp.Ala245Glyp.A245GQ8WVN6protein_codingdeleterious_low_confidence(0)benign(0.139)TCGA-64-1678-01Lunglung adenocarcinomaFemale>=65I/IIChemotherapycarboplatinSD
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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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