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: PSRC1

Gene summary for PSRC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PSRC1

Gene ID

84722

Gene nameproline and serine rich coiled-coil 1
Gene AliasDDA3
Cytomap1p13.3
Gene Typeprotein-coding
GO ID

GO:0000070

UniProtAcc

Q6PGN9


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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
84722PSRC1P2T-EHumanEsophagusESCC8.69e-031.94e-010.1177
84722PSRC1P4T-EHumanEsophagusESCC2.81e-071.86e-010.1323
84722PSRC1P9T-EHumanEsophagusESCC1.11e-031.72e-010.1131
84722PSRC1P17T-EHumanEsophagusESCC1.49e-053.11e-010.1278
84722PSRC1P20T-EHumanEsophagusESCC1.17e-041.36e-010.1124
84722PSRC1P23T-EHumanEsophagusESCC1.14e-031.52e-010.108
84722PSRC1P32T-EHumanEsophagusESCC3.27e-082.58e-010.1666
84722PSRC1P37T-EHumanEsophagusESCC6.65e-041.35e-010.1371
84722PSRC1P38T-EHumanEsophagusESCC1.93e-042.87e-010.127
84722PSRC1P48T-EHumanEsophagusESCC7.33e-041.12e-010.0959
84722PSRC1P52T-EHumanEsophagusESCC8.70e-031.34e-010.1555
84722PSRC1P62T-EHumanEsophagusESCC1.20e-021.34e-010.1302
84722PSRC1P74T-EHumanEsophagusESCC4.85e-083.89e-010.1479
84722PSRC1P76T-EHumanEsophagusESCC3.20e-022.11e-010.1207
84722PSRC1P83T-EHumanEsophagusESCC2.62e-073.29e-010.1738
84722PSRC1P89T-EHumanEsophagusESCC4.36e-044.56e-010.1752
84722PSRC1P91T-EHumanEsophagusESCC8.74e-051.07e+000.1828
84722PSRC1P107T-EHumanEsophagusESCC3.13e-051.54e-010.171
84722PSRC1P130T-EHumanEsophagusESCC6.24e-105.05e-010.1676
84722PSRC1HCC1_MengHumanLiverHCC1.32e-023.87e-030.0246
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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
GO:014001414EsophagusESCCmitotic nuclear division218/8552287/187236.17e-261.78e-23218
GO:005165617EsophagusESCCestablishment of organelle localization273/8552390/187239.13e-231.81e-20273
GO:000007011EsophagusESCCmitotic sister chromatid segregation138/8552168/187231.37e-222.63e-20138
GO:00008194EsophagusESCCsister chromatid segregation157/8552202/187238.41e-211.33e-18157
GO:000705911EsophagusESCCchromosome segregation238/8552346/187231.72e-181.82e-16238
GO:190285015EsophagusESCCmicrotubule cytoskeleton organization involved in mitosis116/8552147/187231.25e-169.91e-15116
GO:0043254111EsophagusESCCregulation of protein-containing complex assembly278/8552428/187233.81e-162.77e-14278
GO:000705214EsophagusESCCmitotic spindle organization97/8552120/187232.17e-151.33e-1397
GO:0031334111EsophagusESCCpositive regulation of protein-containing complex assembly166/8552237/187232.06e-141.07e-12166
GO:000705114EsophagusESCCspindle organization134/8552184/187235.70e-142.87e-12134
GO:005131011EsophagusESCCmetaphase plate congression58/855265/187231.81e-138.63e-1258
GO:000708011EsophagusESCCmitotic metaphase plate congression47/855250/187233.15e-131.47e-1147
GO:00482853EsophagusESCCorganelle fission301/8552488/187234.64e-132.12e-11301
GO:00988133EsophagusESCCnuclear chromosome segregation187/8552281/187231.00e-124.36e-11187
GO:005130311EsophagusESCCestablishment of chromosome localization67/855280/187231.92e-128.09e-1167
GO:005000011EsophagusESCCchromosome localization68/855282/187233.37e-121.32e-1068
GO:007190016EsophagusESCCregulation of protein serine/threonine kinase activity227/8552359/187231.12e-114.10e-10227
GO:00002802EsophagusESCCnuclear division270/8552439/187231.17e-114.24e-10270
GO:1902905111EsophagusESCCpositive regulation of supramolecular fiber organization142/8552209/187235.51e-111.76e-09142
GO:1902903111EsophagusESCCregulation of supramolecular fiber organization237/8552383/187239.06e-112.75e-09237
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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
PSRC1SNVMissense_Mutationc.214N>Cp.Glu72Glnp.E72QQ6PGN9protein_codingdeleterious(0.01)possibly_damaging(0.466)TCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
PSRC1insertionFrame_Shift_Insnovelc.640_641insTCTGTp.Pro214LeufsTer97p.P214Lfs*97Q6PGN9protein_codingTCGA-A8-A08X-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinPD
PSRC1deletionFrame_Shift_Delnovelc.732delCp.Ser245ValfsTer64p.S245Vfs*64Q6PGN9protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PSRC1SNVMissense_Mutationrs760943124c.707C>Tp.Pro236Leup.P236LQ6PGN9protein_codingtolerated(0.25)benign(0.095)TCGA-AA-3494-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolinicPR
PSRC1SNVMissense_Mutationc.193N>Tp.Ser65Cysp.S65CQ6PGN9protein_codingtolerated(0.11)probably_damaging(0.998)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
PSRC1SNVMissense_Mutationrs141272790c.340N>Tp.Arg114Trpp.R114WQ6PGN9protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
PSRC1SNVMissense_Mutationrs754495062c.256N>Ap.Ala86Thrp.A86TQ6PGN9protein_codingtolerated(0.18)benign(0.012)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
PSRC1SNVMissense_Mutationc.965C>Ap.Pro322Hisp.P322HQ6PGN9protein_codingdeleterious(0)possibly_damaging(0.847)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
PSRC1SNVMissense_Mutationrs148605172c.434N>Tp.Thr145Metp.T145MQ6PGN9protein_codingdeleterious(0.02)probably_damaging(0.951)TCGA-CK-6746-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PSRC1SNVMissense_Mutationrs201557600c.886N>Tp.Arg296Trpp.R296WQ6PGN9protein_codingdeleterious(0.04)possibly_damaging(0.76)TCGA-A5-A0G1-01Endometriumuterine 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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