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: SLC14A1

Gene summary for SLC14A1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC14A1

Gene ID

6563

Gene namesolute carrier family 14 member 1 (Kidd blood group)
Gene AliasHUT11
Cytomap18q12.3
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q13336


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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
6563SLC14A1P2T-EHumanEsophagusESCC5.17e-271.09e+000.1177
6563SLC14A1P8T-EHumanEsophagusESCC2.93e-154.81e-010.0889
6563SLC14A1P61T-EHumanEsophagusESCC2.42e-031.07e-010.099
6563SLC14A1P76T-EHumanEsophagusESCC4.16e-225.80e-010.1207
6563SLC14A1P79T-EHumanEsophagusESCC1.47e-144.72e-010.1154
6563SLC14A1GSM5252126_BPH283PrGF_ViaHumanProstateBPH6.26e-231.09e+00-0.1771
6563SLC14A1GSM5252127_BPH283PrSF_ViaHumanProstateBPH3.16e-077.62e-01-0.1453
6563SLC14A1GSM5252128_BPH327PrGF_ViaHumanProstateBPH3.49e-391.28e+00-0.1688
6563SLC14A1GSM5252129_BPH327PrSF_ViaHumanProstateBPH2.09e-171.22e+00-0.1697
6563SLC14A1GSM5252130_BPH340PrGF_ViaHumanProstateBPH9.50e-582.11e+00-0.1972
6563SLC14A1GSM5252131_BPH340PrSF_ViaHumanProstateBPH3.60e-622.10e+00-0.2126
6563SLC14A1GSM5252132_BPH389PrGFHumanProstateBPH9.31e-101.68e+00-0.2247
6563SLC14A1GSM5252133_BPH389PrSFHumanProstateBPH1.73e-041.81e+00-0.2027
6563SLC14A1GSM5252134_BPH511PrG_Fcol_3GEXHumanProstateBPH8.51e-201.23e+00-0.1433
6563SLC14A1GSM5252135_BPH511PrPUr_Fcol_3GEXHumanProstateBPH1.85e-191.42e+00-0.1833
6563SLC14A1GSM5252136_BPH556PrGA1_FcolHumanProstateBPH7.53e-281.71e+00-0.23
6563SLC14A1GSM5252137_BPH556PrGA2_FcolHumanProstateBPH3.84e-202.04e+00-0.23
6563SLC14A1047563_1562-all-cellsHumanProstateBPH6.49e-228.40e-020.0791
6563SLC14A1048752_1579-all-cellsHumanProstateBPH2.52e-609.70e-010.1008
6563SLC14A1052095_1628-all-cellsHumanProstateBPH9.75e-236.74e-010.1032
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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
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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
SLC14A1SNVMissense_Mutationrs760579000c.886N>Cp.Trp296Argp.W296RQ13336protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SLC14A1SNVMissense_Mutationnovelc.934N>Tp.Met312Leup.M312LQ13336protein_codingtolerated(0.4)benign(0.001)TCGA-LL-A73Y-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
SLC14A1deletionFrame_Shift_Delnovelc.906delNp.Gly303GlufsTer16p.G303Efs*16Q13336protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
SLC14A1SNVMissense_Mutationnovelc.167C>Tp.Ala56Valp.A56VQ13336protein_codingtolerated(0.35)benign(0.359)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SLC14A1SNVMissense_Mutationnovelc.284C>Tp.Thr95Ilep.T95IQ13336protein_codingdeleterious(0)benign(0.295)TCGA-AA-3688-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
SLC14A1SNVMissense_Mutationnovelc.1189N>Tp.Pro397Serp.P397SQ13336protein_codingtolerated(0.11)benign(0.072)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SLC14A1SNVMissense_Mutationc.92N>Tp.Ala31Valp.A31VQ13336protein_codingtolerated_low_confidence(0.26)benign(0.001)TCGA-AA-3968-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SLC14A1SNVMissense_Mutationc.1236N>Ap.Asn412Lysp.N412KQ13336protein_codingdeleterious(0)probably_damaging(0.91)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SLC14A1SNVMissense_Mutationnovelc.166N>Ap.Ala56Thrp.A56TQ13336protein_codingtolerated(0.66)benign(0.028)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SLC14A1SNVMissense_Mutationc.421N>Gp.Leu141Valp.L141VQ13336protein_codingdeleterious(0.02)probably_damaging(0.96)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=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
6563SLC14A1TRANSPORTERinhibitor252827538
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