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: SCD5

Gene summary for SCD5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SCD5

Gene ID

79966

Gene namestearoyl-CoA desaturase 5
Gene AliasACOD4
Cytomap4q21.22
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

Q86SK9


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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
79966SCD5C46HumanOral cavityOSCC4.29e-153.86e-010.1673
79966SCD5C51HumanOral cavityOSCC3.26e-043.14e-010.2674
79966SCD5C08HumanOral cavityOSCC8.25e-244.99e-010.1919
79966SCD5C09HumanOral cavityOSCC5.09e-236.43e-010.1431
79966SCD5LN46HumanOral cavityOSCC1.74e-104.41e-010.1666
79966SCD5LP15HumanOral cavityLP1.65e-056.98e-010.2174
79966SCD5SYSMH1HumanOral cavityOSCC1.00e-101.27e-010.1127
79966SCD5SYSMH2HumanOral cavityOSCC4.39e-037.23e-020.2326
79966SCD5SYSMH3HumanOral cavityOSCC3.58e-102.26e-010.2442
79966SCD5SYSMH6HumanOral cavityOSCC8.67e-093.11e-010.1275
79966SCD5HTA12-23-1HumanPancreasPDAC2.51e-036.40e-010.3405
79966SCD5HTA12-26-1HumanPancreasPDAC3.71e-096.60e-010.3728
79966SCD5HTA12-29-1HumanPancreasPDAC8.93e-277.08e-010.3722
79966SCD5male-WTAHumanThyroidPTC1.85e-555.85e-010.1037
79966SCD5PTC01HumanThyroidPTC3.19e-214.30e-010.1899
79966SCD5PTC03HumanThyroidPTC3.33e-027.09e-020.1784
79966SCD5PTC04HumanThyroidPTC4.32e-061.42e-010.1927
79966SCD5PTC05HumanThyroidPTC1.07e-178.87e-010.2065
79966SCD5PTC06HumanThyroidPTC2.30e-308.26e-010.2057
79966SCD5PTC07HumanThyroidPTC4.34e-245.63e-010.2044
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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:00066318EsophagusESCCfatty acid metabolic process217/8552390/187234.21e-053.39e-04217
GO:00463948EsophagusESCCcarboxylic acid biosynthetic process175/8552314/187231.98e-041.26e-03175
GO:00160538EsophagusESCCorganic acid biosynthetic process175/8552316/187233.04e-041.82e-03175
GO:00160537Oral cavityOSCCorganic acid biosynthetic process155/7305316/187231.64e-041.13e-03155
GO:00463947Oral cavityOSCCcarboxylic acid biosynthetic process154/7305314/187231.73e-041.19e-03154
GO:00066317Oral cavityOSCCfatty acid metabolic process186/7305390/187232.65e-041.69e-03186
GO:00066363Oral cavityOSCCunsaturated fatty acid biosynthetic process28/730551/187231.54e-024.99e-0228
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0415210EsophagusESCCAMPK signaling pathway80/4205121/84651.73e-046.67e-043.42e-0480
hsa012129EsophagusESCCFatty acid metabolism41/420557/84655.13e-041.75e-038.98e-0441
hsa0415213EsophagusESCCAMPK signaling pathway80/4205121/84651.73e-046.67e-043.42e-0480
hsa0121214EsophagusESCCFatty acid metabolism41/420557/84655.13e-041.75e-038.98e-0441
hsa041529Oral cavityOSCCAMPK signaling pathway71/3704121/84656.29e-041.86e-039.49e-0471
hsa049365Oral cavityOSCCAlcoholic liver disease78/3704142/84654.53e-031.12e-025.68e-0378
hsa012128Oral cavityOSCCFatty acid metabolism35/370457/84655.37e-031.29e-026.55e-0335
hsa0415212Oral cavityOSCCAMPK signaling pathway71/3704121/84656.29e-041.86e-039.49e-0471
hsa0493612Oral cavityOSCCAlcoholic liver disease78/3704142/84654.53e-031.12e-025.68e-0378
hsa0121213Oral cavityOSCCFatty acid metabolism35/370457/84655.37e-031.29e-026.55e-0335
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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
SCD5SNVMissense_Mutationc.88N>Tp.Gly30Cysp.G30CQ86SK9protein_codingtolerated(0.06)benign(0.374)TCGA-A1-A0SK-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
SCD5SNVMissense_Mutationrs369204191c.223N>Gp.Leu75Valp.L75VQ86SK9protein_codingtolerated(0.37)benign(0.1)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SCD5SNVMissense_Mutationrs781504369c.484C>Tp.Arg162Cysp.R162CQ86SK9protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SCD5SNVMissense_Mutationrs868598058c.265N>Ap.Val89Metp.V89MQ86SK9protein_codingdeleterious(0)probably_damaging(0.977)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SCD5SNVMissense_Mutationrs200922750c.445N>Tp.Arg149Trpp.R149WQ86SK9protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3696-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
SCD5SNVMissense_Mutationrs770103071c.742C>Tp.Arg248Trpp.R248WQ86SK9protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SCD5SNVMissense_Mutationc.289N>Cp.Trp97Argp.W97RQ86SK9protein_codingdeleterious(0)probably_damaging(1)TCGA-G4-6586-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SCD5SNVMissense_Mutationc.884N>Gp.Thr295Serp.T295SQ86SK9protein_codingdeleterious(0.03)benign(0.411)TCGA-RU-A8FL-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
SCD5SNVMissense_Mutationrs762891080c.557N>Ap.Arg186Glnp.R186QQ86SK9protein_codingtolerated(0.15)benign(0.025)TCGA-AF-6136-01Colorectumrectum adenocarcinomaFemale>=65III/IVChemotherapy5-fluorouracilPD
SCD5SNVMissense_Mutationrs770103071c.742C>Tp.Arg248Trpp.R248WQ86SK9protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AJ-A3BG-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinPD
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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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