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: STMN1

Gene summary for STMN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STMN1

Gene ID

3925

Gene namestathmin 1
Gene AliasC1orf215
Cytomap1p36.11
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

A0A140VJW2


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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
3925STMN1GSM4909281HumanBreastIDC2.82e-601.05e+000.21
3925STMN1GSM4909282HumanBreastIDC3.22e-881.24e+00-0.0288
3925STMN1GSM4909285HumanBreastIDC1.09e-478.62e-010.21
3925STMN1GSM4909286HumanBreastIDC8.42e-548.73e-010.1081
3925STMN1GSM4909287HumanBreastIDC4.37e-308.35e-010.2057
3925STMN1GSM4909288HumanBreastIDC2.75e-065.97e-010.0988
3925STMN1GSM4909293HumanBreastIDC1.52e-226.59e-010.1581
3925STMN1GSM4909295HumanBreastIDC1.36e-096.52e-010.0898
3925STMN1GSM4909296HumanBreastIDC3.07e-092.08e-010.1524
3925STMN1GSM4909297HumanBreastIDC1.08e-068.78e-020.1517
3925STMN1GSM4909304HumanBreastIDC4.82e-022.48e-010.1636
3925STMN1GSM4909311HumanBreastIDC1.21e-17-3.56e-010.1534
3925STMN1GSM4909312HumanBreastIDC5.87e-07-9.27e-030.1552
3925STMN1GSM4909313HumanBreastIDC1.84e-02-2.46e-010.0391
3925STMN1GSM4909315HumanBreastIDC1.54e-105.55e-010.21
3925STMN1GSM4909316HumanBreastIDC1.80e-044.09e-010.21
3925STMN1GSM4909318HumanBreastIDC2.56e-067.50e-010.2031
3925STMN1GSM4909319HumanBreastIDC2.00e-241.86e-020.1563
3925STMN1GSM4909321HumanBreastIDC3.31e-08-2.81e-020.1559
3925STMN1M2HumanBreastIDC4.41e-211.05e+000.21
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
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
GO:005109814BreastIDCregulation of binding57/1434363/187231.59e-078.76e-0657
GO:004325414BreastIDCregulation of protein-containing complex assembly61/1434428/187231.77e-067.31e-0561
GO:003297014BreastIDCregulation of actin filament-based process56/1434397/187236.37e-061.99e-0456
GO:190290314BreastIDCregulation of supramolecular fiber organization54/1434383/187239.40e-062.66e-0454
GO:005109914BreastIDCpositive regulation of binding30/1434173/187231.96e-054.86e-0430
GO:003295614BreastIDCregulation of actin cytoskeleton organization48/1434358/187231.03e-041.96e-0348
GO:005087813BreastIDCregulation of body fluid levels50/1434379/187231.12e-042.10e-0350
GO:005149214BreastIDCregulation of stress fiber assembly18/143491/187231.60e-042.76e-0318
GO:000701514BreastIDCactin filament organization55/1434442/187232.45e-043.84e-0355
GO:00096157BreastIDCresponse to virus47/1434367/187233.53e-045.16e-0347
GO:003003814BreastIDCcontractile actin filament bundle assembly19/1434106/187234.05e-045.60e-0319
GO:004314914BreastIDCstress fiber assembly19/1434106/187234.05e-045.60e-0319
GO:011002014BreastIDCregulation of actomyosin structure organization18/1434100/187235.40e-046.96e-0318
GO:011005314BreastIDCregulation of actin filament organization37/1434278/187237.01e-048.58e-0337
GO:005101714BreastIDCactin filament bundle assembly24/1434157/187238.73e-041.01e-0224
GO:00322719BreastIDCregulation of protein polymerization32/1434233/187239.19e-041.05e-0232
GO:003223114BreastIDCregulation of actin filament bundle assembly18/1434105/187239.81e-041.11e-0218
GO:003133313BreastIDCnegative regulation of protein-containing complex assembly22/1434141/187231.07e-031.17e-0222
GO:006157214BreastIDCactin filament bundle organization24/1434161/187231.25e-031.33e-0224
GO:00512589BreastIDCprotein polymerization38/1434297/187231.26e-031.34e-0238
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa040109CervixCCMAPK signaling pathway62/1267302/84654.89e-031.67e-029.86e-0362
hsa0401012CervixCCMAPK signaling pathway62/1267302/84654.89e-031.67e-029.86e-0362
hsa0401014Oral cavityOSCCMAPK signaling pathway165/3704302/84657.11e-052.74e-041.40e-04165
hsa0401015Oral cavityOSCCMAPK signaling pathway165/3704302/84657.11e-052.74e-041.40e-04165
hsa0401010ProstateBPHMAPK signaling pathway87/1718302/84652.05e-041.13e-036.98e-0487
hsa0401013ProstateBPHMAPK signaling pathway87/1718302/84652.05e-041.13e-036.98e-0487
hsa0401022ProstateTumorMAPK signaling pathway87/1791302/84658.46e-043.94e-032.45e-0387
hsa0401032ProstateTumorMAPK signaling pathway87/1791302/84658.46e-043.94e-032.45e-0387
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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
STMN1SNVMissense_Mutationc.92N>Ap.Ser31Tyrp.S31YP16949protein_codingtolerated(0.06)possibly_damaging(0.689)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
STMN1SNVMissense_Mutationnovelc.335N>Ap.Arg112Glnp.R112QP16949protein_codingdeleterious(0.03)possibly_damaging(0.641)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
STMN1SNVMissense_Mutationnovelc.442C>Tp.Leu148Phep.L148FP16949protein_codingtolerated_low_confidence(0.18)benign(0)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
STMN1SNVMissense_Mutationc.248N>Cp.Leu83Prop.L83PP16949protein_codingdeleterious(0.01)possibly_damaging(0.884)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
STMN1SNVMissense_Mutationnovelc.196N>Ap.Ala66Thrp.A66TP16949protein_codingdeleterious(0.02)probably_damaging(0.995)TCGA-D1-A179-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVChemotherapypaclitaxelPD
STMN1SNVMissense_Mutationnovelc.382N>Cp.Tyr128Hisp.Y128HP16949protein_codingtolerated_low_confidence(0.4)benign(0.102)TCGA-DI-A1BU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
STMN1SNVMissense_Mutationnovelc.442N>Ap.Leu148Ilep.L148IP16949protein_codingtolerated_low_confidence(0.32)benign(0.015)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
STMN1SNVMissense_Mutationnovelc.508C>Ap.Leu170Ilep.L170IP16949protein_codingtolerated_low_confidence(0.16)benign(0.408)TCGA-EO-A22X-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnspecificCarboplatinComplete Response
STMN1SNVMissense_Mutationnovelc.86A>Tp.Lys29Ilep.K29IP16949protein_codingtolerated(0.26)benign(0.195)TCGA-DD-AADS-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownSD
STMN1SNVMissense_Mutationrs763117641c.182G>Ap.Arg61Hisp.R61HP16949protein_codingdeleterious(0.03)probably_damaging(0.935)TCGA-BR-4256-01Stomachstomach adenocarcinomaMale>=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
3925STMN1DRUG RESISTANCEPACLITAXELPACLITAXEL24587245
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