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: SRRD

Gene summary for SRRD

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SRRD

Gene ID

402055

Gene nameSRR1 domain containing
Gene AliasHC/HCC
Cytomap22q12.1
Gene Typeprotein-coding
GO ID

GO:0006725

UniProtAcc

Q9UH36


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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
402055SRRDLZE24THumanEsophagusESCC5.17e-081.69e-010.0596
402055SRRDP2T-EHumanEsophagusESCC2.93e-152.17e-010.1177
402055SRRDP4T-EHumanEsophagusESCC7.22e-061.54e-010.1323
402055SRRDP5T-EHumanEsophagusESCC3.97e-041.05e-010.1327
402055SRRDP9T-EHumanEsophagusESCC5.64e-037.81e-020.1131
402055SRRDP10T-EHumanEsophagusESCC4.31e-061.28e-010.116
402055SRRDP12T-EHumanEsophagusESCC3.50e-028.13e-020.1122
402055SRRDP15T-EHumanEsophagusESCC5.71e-051.31e-010.1149
402055SRRDP16T-EHumanEsophagusESCC5.10e-031.15e-010.1153
402055SRRDP20T-EHumanEsophagusESCC1.76e-037.93e-020.1124
402055SRRDP22T-EHumanEsophagusESCC9.53e-091.77e-010.1236
402055SRRDP23T-EHumanEsophagusESCC3.80e-061.47e-010.108
402055SRRDP24T-EHumanEsophagusESCC9.53e-091.54e-010.1287
402055SRRDP26T-EHumanEsophagusESCC5.38e-061.74e-010.1276
402055SRRDP28T-EHumanEsophagusESCC4.44e-081.54e-010.1149
402055SRRDP30T-EHumanEsophagusESCC4.66e-031.80e-010.137
402055SRRDP31T-EHumanEsophagusESCC3.01e-031.44e-010.1251
402055SRRDP32T-EHumanEsophagusESCC3.28e-142.27e-010.1666
402055SRRDP37T-EHumanEsophagusESCC5.34e-051.60e-010.1371
402055SRRDP38T-EHumanEsophagusESCC1.23e-073.50e-010.127
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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
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
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
∗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:004851118EsophagusESCCrhythmic process164/8552298/187236.80e-043.57e-03164
GO:000762319EsophagusESCCcircadian rhythm119/8552210/187238.47e-044.36e-03119
GO:00067791EsophagusESCCporphyrin-containing compound biosynthetic process23/855231/187231.20e-035.88e-0323
GO:00330141EsophagusESCCtetrapyrrole biosynthetic process23/855231/187231.20e-035.88e-0323
GO:00461482EsophagusESCCpigment biosynthetic process40/855262/187232.14e-039.54e-0340
GO:00067832EsophagusESCCheme biosynthetic process20/855227/187232.61e-031.11e-0220
GO:00330132EsophagusESCCtetrapyrrole metabolic process37/855259/187236.23e-032.29e-0237
GO:00424401EsophagusESCCpigment metabolic process50/855284/187237.34e-032.64e-0250
GO:00421681EsophagusESCCheme metabolic process27/855242/187231.16e-023.90e-0227
GO:00427529EsophagusESCCregulation of circadian rhythm68/8552121/187231.27e-024.21e-0268
GO:004851116Oral cavityOSCCrhythmic process157/7305298/187231.00e-061.36e-05157
GO:000762316Oral cavityOSCCcircadian rhythm110/7305210/187235.40e-054.48e-04110
GO:00461481Oral cavityOSCCpigment biosynthetic process36/730562/187231.82e-038.57e-0336
GO:00067831Oral cavityOSCCheme biosynthetic process17/730527/187231.01e-023.49e-0217
GO:000762323SkincSCCcircadian rhythm89/4864210/187231.55e-073.51e-0689
GO:004851123SkincSCCrhythmic process110/4864298/187231.83e-052.19e-04110
GO:004275221SkincSCCregulation of circadian rhythm48/4864121/187236.58e-044.73e-0348
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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
SRRDSNVMissense_Mutationc.364N>Ap.Val122Metp.V122MQ9UH36protein_codingtolerated(0.08)benign(0.023)TCGA-AO-A12H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SRRDdeletionFrame_Shift_Delnovelc.874delGp.Asp292IlefsTer12p.D292Ifs*12Q9UH36protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SRRDSNVMissense_Mutationc.997G>Ap.Glu333Lysp.E333KQ9UH36protein_codingtolerated(0.74)benign(0)TCGA-Q1-A5R1-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SRRDSNVMissense_Mutationrs373728190c.220N>Cp.Phe74Leup.F74LQ9UH36protein_codingtolerated(1)benign(0)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SRRDSNVMissense_Mutationc.406A>Gp.Thr136Alap.T136AQ9UH36protein_codingtolerated(0.44)benign(0)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SRRDSNVMissense_Mutationnovelc.792T>Ap.Asn264Lysp.N264KQ9UH36protein_codingdeleterious(0.04)benign(0.012)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SRRDSNVMissense_Mutationrs377743213c.607N>Ap.Glu203Lysp.E203KQ9UH36protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
SRRDinsertionIn_Frame_Insnovelc.567_568insTCCAAAAATp.Glu189_Val190insSerLysAsnp.E189_V190insSKNQ9UH36protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SRRDSNVMissense_Mutationnovelc.310N>Ap.Leu104Ilep.L104IQ9UH36protein_codingtolerated(0.16)benign(0.382)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
SRRDSNVMissense_Mutationnovelc.299C>Ap.Pro100Hisp.P100HQ9UH36protein_codingdeleterious(0.01)possibly_damaging(0.635)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
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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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