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: POMC

Gene summary for POMC

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

POMC

Gene ID

5443

Gene nameproopiomelanocortin
Gene AliasACTH
Cytomap2p23.3
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

P01189


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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
5443POMCLZE4THumanEsophagusESCC7.66e-063.49e-010.0811
5443POMCLZE21THumanEsophagusESCC4.07e-085.98e-010.0655
5443POMCP4T-EHumanEsophagusESCC7.63e-164.43e-010.1323
5443POMCP9T-EHumanEsophagusESCC4.58e-052.10e-010.1131
5443POMCP10T-EHumanEsophagusESCC2.69e-062.17e-010.116
5443POMCP12T-EHumanEsophagusESCC3.14e-481.03e+000.1122
5443POMCP15T-EHumanEsophagusESCC5.71e-381.43e+000.1149
5443POMCP16T-EHumanEsophagusESCC2.35e-082.37e-010.1153
5443POMCP26T-EHumanEsophagusESCC5.16e-244.91e-010.1276
5443POMCP27T-EHumanEsophagusESCC1.36e-286.75e-010.1055
5443POMCP28T-EHumanEsophagusESCC4.02e-163.43e-010.1149
5443POMCP30T-EHumanEsophagusESCC6.55e-239.87e-010.137
5443POMCP42T-EHumanEsophagusESCC3.00e-062.61e-010.1175
5443POMCP48T-EHumanEsophagusESCC2.44e-021.22e-010.0959
5443POMCP49T-EHumanEsophagusESCC9.52e-224.09e+000.1768
5443POMCP56T-EHumanEsophagusESCC7.71e-081.22e+000.1613
5443POMCP74T-EHumanEsophagusESCC1.67e-041.75e-010.1479
5443POMCP76T-EHumanEsophagusESCC6.70e-083.07e-010.1207
5443POMCP79T-EHumanEsophagusESCC1.01e-031.45e-010.1154
5443POMCP107T-EHumanEsophagusESCC8.82e-083.06e-010.171
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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
∗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:0006091110EsophagusESCCgeneration of precursor metabolites and energy331/8552490/187233.86e-238.45e-21331
GO:0015980110EsophagusESCCenergy derivation by oxidation of organic compounds220/8552318/187231.20e-171.09e-15220
GO:0031667111EsophagusESCCresponse to nutrient levels289/8552474/187239.25e-123.47e-10289
GO:00059969EsophagusESCCmonosaccharide metabolic process159/8552257/187231.11e-071.81e-06159
GO:00193189EsophagusESCChexose metabolic process147/8552237/187232.63e-073.94e-06147
GO:0043434111EsophagusESCCresponse to peptide hormone234/8552414/187234.93e-065.21e-05234
GO:00330593EsophagusESCCcellular pigmentation40/855253/187239.67e-069.21e-0540
GO:00060069EsophagusESCCglucose metabolic process119/8552196/187231.51e-051.36e-04119
GO:004346719EsophagusESCCregulation of generation of precursor metabolites and energy81/8552130/187239.58e-056.81e-0481
GO:00442626EsophagusESCCcellular carbohydrate metabolic process160/8552283/187231.43e-049.66e-04160
GO:00620129EsophagusESCCregulation of small molecule metabolic process184/8552334/187233.11e-041.85e-03184
GO:00109065EsophagusESCCregulation of glucose metabolic process71/8552119/187231.46e-036.92e-0371
GO:00061096EsophagusESCCregulation of carbohydrate metabolic process101/8552178/187231.89e-038.52e-03101
GO:00434731EsophagusESCCpigmentation59/855298/187232.64e-031.12e-0259
GO:00106755EsophagusESCCregulation of cellular carbohydrate metabolic process83/8552146/187234.24e-031.69e-0283
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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
POMCSNVMissense_Mutationnovelc.323C>Tp.Ser108Leup.S108LP01189protein_codingtolerated(0.09)benign(0)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
POMCSNVMissense_Mutationnovelc.595G>Ap.Ala199Thrp.A199TP01189protein_codingtolerated(0.75)benign(0.007)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
POMCSNVMissense_Mutationrs766183863c.11N>Tp.Ser4Leup.S4LP01189protein_codingtolerated_low_confidence(0.54)benign(0)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
POMCSNVMissense_Mutationrs758527241c.557N>Ap.Arg186Glnp.R186QP01189protein_codingtolerated(0.63)benign(0.011)TCGA-LP-A4AU-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
POMCSNVMissense_Mutationrs746318172c.692N>Tp.Pro231Leup.P231LP01189protein_codingdeleterious(0)probably_damaging(0.916)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
POMCSNVMissense_Mutationrs775998713c.755N>Tp.Thr252Metp.T252MP01189protein_codingdeleterious(0)probably_damaging(0.958)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
POMCSNVMissense_Mutationnovelc.331N>Ap.Glu111Lysp.E111KP01189protein_codingtolerated(0.77)benign(0.017)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
POMCSNVMissense_Mutationnovelc.67N>Ap.Glu23Lysp.E23KP01189protein_codingtolerated(0.37)benign(0.326)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
POMCSNVMissense_Mutationrs146551109c.23N>Ap.Arg8Hisp.R8HP01189protein_codingtolerated(0.39)benign(0.436)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
POMCSNVMissense_Mutationc.508N>Ap.Glu170Lysp.E170KP01189protein_codingdeleterious(0)possibly_damaging(0.472)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<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
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