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: CRMP1

Gene summary for CRMP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CRMP1

Gene ID

1400

Gene namecollapsin response mediator protein 1
Gene AliasCRMP-1
Cytomap4p16.2
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

B3KT07


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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
1400CRMP1LZE7THumanEsophagusESCC8.32e-042.55e-010.0667
1400CRMP1P10T-EHumanEsophagusESCC1.56e-082.10e-010.116
1400CRMP1P12T-EHumanEsophagusESCC2.63e-134.21e-010.1122
1400CRMP1P21T-EHumanEsophagusESCC2.96e-041.42e-010.1617
1400CRMP1P26T-EHumanEsophagusESCC2.18e-028.32e-020.1276
1400CRMP1P28T-EHumanEsophagusESCC2.45e-183.63e-010.1149
1400CRMP1P30T-EHumanEsophagusESCC1.11e-147.72e-010.137
1400CRMP1P32T-EHumanEsophagusESCC6.66e-092.29e-010.1666
1400CRMP1P49T-EHumanEsophagusESCC1.17e-108.88e-010.1768
1400CRMP1P52T-EHumanEsophagusESCC1.54e-123.82e-010.1555
1400CRMP1P74T-EHumanEsophagusESCC5.51e-093.29e-010.1479
1400CRMP1P107T-EHumanEsophagusESCC9.41e-052.51e-010.171
1400CRMP1ATC13HumanThyroidATC3.80e-367.75e-010.34
1400CRMP1ATC3HumanThyroidATC6.22e-032.13e-010.338
1400CRMP1ATC5HumanThyroidATC2.60e-448.31e-010.34
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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
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:0051098111EsophagusESCCregulation of binding251/8552363/187236.73e-208.46e-18251
GO:004339320EsophagusESCCregulation of protein binding135/8552196/187233.69e-111.22e-09135
GO:0051100111EsophagusESCCnegative regulation of binding109/8552162/187232.10e-084.03e-07109
GO:003209116EsophagusESCCnegative regulation of protein binding65/855294/187233.46e-063.82e-0565
GO:006156415EsophagusESCCaxon development251/8552467/187232.41e-041.49e-03251
GO:001097516EsophagusESCCregulation of neuron projection development240/8552445/187232.48e-041.53e-03240
GO:000740915EsophagusESCCaxonogenesis219/8552418/187233.14e-031.31e-02219
GO:005109834ThyroidATCregulation of binding203/6293363/187231.18e-181.55e-16203
GO:004339327ThyroidATCregulation of protein binding110/6293196/187236.99e-112.22e-09110
GO:001097523ThyroidATCregulation of neuron projection development212/6293445/187234.16e-101.14e-08212
GO:006156423ThyroidATCaxon development220/6293467/187236.85e-101.80e-08220
GO:000740919ThyroidATCaxonogenesis197/6293418/187235.09e-091.13e-07197
GO:005110027ThyroidATCnegative regulation of binding86/6293162/187232.41e-073.73e-0686
GO:003209119ThyroidATCnegative regulation of protein binding51/629394/187232.97e-052.48e-0451
GO:003134514ThyroidATCnegative regulation of cell projection organization86/6293186/187232.25e-041.46e-0386
GO:001097712ThyroidATCnegative regulation of neuron projection development66/6293137/187232.82e-041.80e-0366
GO:00074113ThyroidATCaxon guidance96/6293227/187233.74e-031.63e-0296
GO:00974853ThyroidATCneuron projection guidance96/6293228/187234.36e-031.81e-0296
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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
CRMP1SNVMissense_Mutationrs768870212c.1625N>Tp.Ala542Valp.A542VQ14194protein_codingtolerated(0.06)benign(0.013)TCGA-A7-A26H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozolePD
CRMP1SNVMissense_Mutationnovelc.1177N>Gp.Ile393Valp.I393VQ14194protein_codingdeleterious(0.03)benign(0.018)TCGA-AC-A3W5-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
CRMP1SNVMissense_Mutationrs187171314c.1907N>Tp.Ser636Leup.S636LQ14194protein_codingdeleterious(0.05)probably_damaging(0.93)TCGA-AC-A62Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CRMP1SNVMissense_Mutationnovelc.932T>Cp.Val311Alap.V311AQ14194protein_codingdeleterious(0.01)possibly_damaging(0.55)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CRMP1SNVMissense_Mutationrs758401728c.1622C>Tp.Ser541Leup.S541LQ14194protein_codingtolerated(0.71)benign(0.051)TCGA-E2-A155-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CRMP1SNVMissense_Mutationrs201976585c.1750C>Tp.Pro584Serp.P584SQ14194protein_codingtolerated(0.08)benign(0.009)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
CRMP1deletionFrame_Shift_Delnovelc.865delNp.Gln289LysfsTer20p.Q289Kfs*20Q14194protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
CRMP1SNVMissense_Mutationc.683C>Gp.Ser228Cysp.S228CQ14194protein_codingtolerated(0.19)benign(0.029)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
CRMP1SNVMissense_Mutationrs768763171c.1754G>Ap.Arg585Glnp.R585QQ14194protein_codingtolerated(0.11)probably_damaging(0.984)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CRMP1SNVMissense_Mutationnovelc.479N>Tp.Gly160Valp.G160VQ14194protein_codingdeleterious(0)probably_damaging(0.996)TCGA-VS-A9U6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
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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
1400CRMP1NAMETHIMAZOLEMETHIMAZOLE11694350
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