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: SLC22A17

Gene summary for SLC22A17

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC22A17

Gene ID

51310

Gene namesolute carrier family 22 member 17
Gene Alias24p3R
Cytomap14q11.2
Gene Typeprotein-coding
GO ID

GO:0000041

UniProtAcc

Q8WUG5


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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
51310SLC22A17P2T-EHumanEsophagusESCC6.12e-071.38e-010.1177
51310SLC22A17P4T-EHumanEsophagusESCC4.51e-202.27e-010.1323
51310SLC22A17P8T-EHumanEsophagusESCC2.53e-041.06e-010.0889
51310SLC22A17P9T-EHumanEsophagusESCC1.45e-051.17e-010.1131
51310SLC22A17P10T-EHumanEsophagusESCC9.14e-244.01e-010.116
51310SLC22A17P11T-EHumanEsophagusESCC7.33e-186.99e-010.1426
51310SLC22A17P12T-EHumanEsophagusESCC2.29e-529.19e-010.1122
51310SLC22A17P15T-EHumanEsophagusESCC8.83e-092.10e-010.1149
51310SLC22A17P16T-EHumanEsophagusESCC1.21e-265.52e-010.1153
51310SLC22A17P17T-EHumanEsophagusESCC1.57e-031.64e-010.1278
51310SLC22A17P19T-EHumanEsophagusESCC5.32e-068.20e-010.1662
51310SLC22A17P22T-EHumanEsophagusESCC6.39e-081.19e-010.1236
51310SLC22A17P26T-EHumanEsophagusESCC1.87e-091.28e-010.1276
51310SLC22A17P27T-EHumanEsophagusESCC7.85e-081.04e-010.1055
51310SLC22A17P28T-EHumanEsophagusESCC2.42e-203.65e-010.1149
51310SLC22A17P31T-EHumanEsophagusESCC1.52e-055.84e-020.1251
51310SLC22A17P32T-EHumanEsophagusESCC3.01e-102.52e-010.1666
51310SLC22A17P37T-EHumanEsophagusESCC2.63e-121.89e-010.1371
51310SLC22A17P39T-EHumanEsophagusESCC2.09e-074.20e-020.0894
51310SLC22A17P42T-EHumanEsophagusESCC2.66e-081.44e-010.1175
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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
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:005507617EsophagusESCCtransition metal ion homeostasis87/8552138/187232.85e-052.37e-0487
GO:00469169EsophagusESCCcellular transition metal ion homeostasis70/8552115/187237.28e-043.79e-0370
GO:00550729EsophagusESCCiron ion homeostasis52/855285/187232.86e-031.21e-0252
GO:0055076110ThyroidPTCtransition metal ion homeostasis62/5968138/187238.66e-045.30e-0362
GO:005507210ThyroidPTCiron ion homeostasis39/596885/187234.71e-032.21e-0239
GO:005507632ThyroidATCtransition metal ion homeostasis66/6293138/187233.64e-042.25e-0366
GO:005507214ThyroidATCiron ion homeostasis41/629385/187233.62e-031.58e-0241
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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
SLC22A17SNVMissense_Mutationc.473N>Tp.Arg158Leup.R158LQ8WUG5protein_codingdeleterious(0)possibly_damaging(0.496)TCGA-E9-A1RC-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenSD
SLC22A17SNVMissense_Mutationrs747236415c.964N>Tp.Arg322Cysp.R322CQ8WUG5protein_codingtolerated(0.18)benign(0.007)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC22A17SNVMissense_Mutationrs377056957c.379N>Tp.Arg127Cysp.R127CQ8WUG5protein_codingdeleterious(0)probably_damaging(0.996)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC22A17SNVMissense_Mutationc.307N>Cp.Glu103Glnp.E103QQ8WUG5protein_codingtolerated(0.29)possibly_damaging(0.771)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
SLC22A17SNVMissense_Mutationnovelc.956N>Gp.His319Argp.H319RQ8WUG5protein_codingtolerated(0.09)benign(0.162)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
SLC22A17SNVMissense_Mutationc.191C>Tp.Pro64Leup.P64LQ8WUG5protein_codingtolerated(0.19)benign(0.326)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SLC22A17SNVMissense_Mutationc.917N>Cp.Lys306Thrp.K306TQ8WUG5protein_codingdeleterious(0)probably_damaging(0.979)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SLC22A17SNVMissense_Mutationc.1516C>Tp.Arg506Trpp.R506WQ8WUG5protein_codingdeleterious(0.01)probably_damaging(0.972)TCGA-AZ-4313-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SLC22A17SNVMissense_Mutationc.953N>Tp.Ala318Valp.A318VQ8WUG5protein_codingdeleterious(0.01)possibly_damaging(0.861)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
SLC22A17SNVMissense_Mutationc.23N>Tp.Thr8Metp.T8MQ8WUG5protein_codingdeleterious(0)possibly_damaging(0.78)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
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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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