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: SDSL

Gene summary for SDSL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SDSL

Gene ID

113675

Gene nameserine dehydratase like
Gene AliasSDH 2
Cytomap12q24.13
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

A0A024RBL2


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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
113675SDSLHCC1_MengHumanLiverHCC3.30e-682.73e-010.0246
113675SDSLHCC2_MengHumanLiverHCC9.91e-111.61e-020.0107
113675SDSLcirrhotic3HumanLiverCirrhotic3.32e-041.44e-010.0215
113675SDSLHCC2HumanLiverHCC2.62e-073.26e+000.5341
113675SDSLPt13.bHumanLiverHCC1.17e-051.68e-010.0251
113675SDSLPt14.bHumanLiverHCC1.00e-053.10e-010.018
113675SDSLS014HumanLiverHCC8.05e-094.21e-010.2254
113675SDSLS015HumanLiverHCC2.06e-096.88e-010.2375
113675SDSLS016HumanLiverHCC1.91e-084.29e-010.2243
113675SDSLS027HumanLiverHCC4.92e-111.06e+000.2446
113675SDSLS028HumanLiverHCC2.72e-311.27e+000.2503
113675SDSLS029HumanLiverHCC1.26e-291.47e+000.2581
113675SDSLmale-WTAHumanThyroidPTC4.36e-183.71e-020.1037
113675SDSLPTC01HumanThyroidPTC4.48e-161.13e-010.1899
113675SDSLPTC04HumanThyroidPTC3.37e-051.33e-010.1927
113675SDSLPTC05HumanThyroidPTC5.07e-072.33e-010.2065
113675SDSLPTC06HumanThyroidPTC1.11e-184.21e-010.2057
113675SDSLPTC07HumanThyroidPTC3.73e-253.18e-010.2044
113675SDSLATC12HumanThyroidATC2.21e-09-1.23e-020.34
113675SDSLATC13HumanThyroidATC5.46e-184.61e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:001605312LiverCirrhoticorganic acid biosynthetic process139/4634316/187234.28e-143.83e-12139
GO:004639412LiverCirrhoticcarboxylic acid biosynthetic process137/4634314/187231.40e-131.14e-11137
GO:004428211LiverCirrhoticsmall molecule catabolic process151/4634376/187232.20e-111.34e-09151
GO:001605411LiverCirrhoticorganic acid catabolic process104/4634240/187231.91e-109.53e-09104
GO:004639511LiverCirrhoticcarboxylic acid catabolic process102/4634236/187233.41e-101.63e-08102
GO:19016051LiverCirrhoticalpha-amino acid metabolic process82/4634195/187237.72e-082.30e-0682
GO:00090631LiverCirrhoticcellular amino acid catabolic process49/4634110/187234.47e-067.42e-0549
GO:000652011LiverCirrhoticcellular amino acid metabolic process103/4634284/187238.88e-061.30e-04103
GO:000908111LiverCirrhoticbranched-chain amino acid metabolic process14/463419/187231.00e-051.45e-0414
GO:00086521LiverCirrhoticcellular amino acid biosynthetic process36/463476/187231.55e-052.11e-0436
GO:19016071LiverCirrhoticalpha-amino acid biosynthetic process33/463468/187231.84e-052.49e-0433
GO:19016061LiverCirrhoticalpha-amino acid catabolic process36/463487/187234.69e-043.78e-0336
GO:00090661LiverCirrhoticaspartate family amino acid metabolic process21/463449/187234.13e-032.21e-0221
GO:001605321LiverHCCorganic acid biosynthetic process200/7958316/187235.24e-143.22e-12200
GO:004639421LiverHCCcarboxylic acid biosynthetic process198/7958314/187231.19e-136.78e-12198
GO:004428221LiverHCCsmall molecule catabolic process225/7958376/187236.50e-122.80e-10225
GO:001605421LiverHCCorganic acid catabolic process152/7958240/187235.11e-111.92e-09152
GO:00463952LiverHCCcarboxylic acid catabolic process149/7958236/187231.11e-103.87e-09149
GO:00086522LiverHCCcellular amino acid biosynthetic process58/795876/187231.98e-095.63e-0858
GO:19016052LiverHCCalpha-amino acid metabolic process124/7958195/187232.07e-095.79e-08124
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0120041LiverHCCCarbon metabolism89/4020115/84653.92e-116.56e-103.65e-1089
hsa0123021LiverHCCBiosynthesis of amino acids53/402075/84653.79e-052.11e-041.18e-0453
hsa002702LiverHCCCysteine and methionine metabolism35/402052/84653.03e-039.94e-035.53e-0335
hsa002602LiverHCCGlycine, serine and threonine metabolism28/402040/84653.28e-031.07e-025.93e-0328
hsa0120051LiverHCCCarbon metabolism89/4020115/84653.92e-116.56e-103.65e-1089
hsa0123031LiverHCCBiosynthesis of amino acids53/402075/84653.79e-052.11e-041.18e-0453
hsa002703LiverHCCCysteine and methionine metabolism35/402052/84653.03e-039.94e-035.53e-0335
hsa002603LiverHCCGlycine, serine and threonine metabolism28/402040/84653.28e-031.07e-025.93e-0328
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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
SDSLSNVMissense_Mutationrs779164441c.936N>Ap.Asn312Lysp.N312KQ96GA7protein_codingtolerated(0.05)possibly_damaging(0.647)TCGA-D8-A1JD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SDSLinsertionIn_Frame_Insnovelc.660_661insCAAATACATAATAAAGAAAATp.Pro220_Asp221insGlnIleHisAsnLysGluAsnp.P220_D221insQIHNKENQ96GA7protein_codingTCGA-A8-A09K-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SDSLinsertionNonsense_Mutationnovelc.143_144insATAAAAATCACAATGAGAAACTACTGCACACCCGTGAGAATp.Ile49Terp.I49*Q96GA7protein_codingTCGA-E2-A10A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyzoladexSD
SDSLSNVMissense_Mutationrs768208355c.337N>Ap.Val113Ilep.V113IQ96GA7protein_codingdeleterious(0.02)possibly_damaging(0.854)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SDSLSNVMissense_Mutationc.454N>Ap.Ala152Thrp.A152TQ96GA7protein_codingtolerated(0.36)benign(0.076)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SDSLSNVMissense_Mutationc.801N>Ap.Asp267Glup.D267EQ96GA7protein_codingtolerated(0.11)benign(0.067)TCGA-AA-3875-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SDSLSNVMissense_Mutationc.893N>Ap.Pro298Hisp.P298HQ96GA7protein_codingtolerated(0.16)benign(0.026)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SDSLSNVMissense_Mutationc.910G>Tp.Val304Phep.V304FQ96GA7protein_codingdeleterious(0)probably_damaging(0.95)TCGA-AZ-6599-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SDSLSNVMissense_Mutationrs777320814c.418C>Tp.Pro140Serp.P140SQ96GA7protein_codingtolerated(1)benign(0.031)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SDSLSNVMissense_Mutationc.407N>Tp.Trp136Leup.W136LQ96GA7protein_codingtolerated(0.23)benign(0.065)TCGA-CM-6680-01Colorectumcolon adenocarcinomaFemale>=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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