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: SLC11A2

Gene summary for SLC11A2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC11A2

Gene ID

4891

Gene namesolute carrier family 11 member 2
Gene AliasAHMIO1
Cytomap12q13.12
Gene Typeprotein-coding
GO ID

GO:0000041

UniProtAcc

P49281


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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
4891SLC11A2LZE7THumanEsophagusESCC6.38e-061.69e-010.0667
4891SLC11A2LZE24THumanEsophagusESCC4.45e-071.88e-010.0596
4891SLC11A2P2T-EHumanEsophagusESCC2.24e-375.77e-010.1177
4891SLC11A2P4T-EHumanEsophagusESCC9.77e-171.57e-010.1323
4891SLC11A2P5T-EHumanEsophagusESCC3.15e-185.88e-020.1327
4891SLC11A2P8T-EHumanEsophagusESCC4.87e-203.48e-010.0889
4891SLC11A2P9T-EHumanEsophagusESCC5.51e-031.77e-020.1131
4891SLC11A2P10T-EHumanEsophagusESCC1.36e-107.10e-020.116
4891SLC11A2P11T-EHumanEsophagusESCC9.97e-069.55e-020.1426
4891SLC11A2P12T-EHumanEsophagusESCC1.29e-132.13e-010.1122
4891SLC11A2P15T-EHumanEsophagusESCC1.26e-132.23e-010.1149
4891SLC11A2P16T-EHumanEsophagusESCC4.71e-272.54e-010.1153
4891SLC11A2P20T-EHumanEsophagusESCC3.53e-093.65e-020.1124
4891SLC11A2P21T-EHumanEsophagusESCC1.77e-061.17e-010.1617
4891SLC11A2P22T-EHumanEsophagusESCC1.85e-187.22e-020.1236
4891SLC11A2P23T-EHumanEsophagusESCC3.74e-152.40e-010.108
4891SLC11A2P24T-EHumanEsophagusESCC1.78e-115.23e-020.1287
4891SLC11A2P26T-EHumanEsophagusESCC1.26e-122.53e-010.1276
4891SLC11A2P27T-EHumanEsophagusESCC1.33e-111.29e-010.1055
4891SLC11A2P28T-EHumanEsophagusESCC6.87e-076.99e-020.1149
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:003009918ProstateBPHmyeloid cell differentiation115/3107381/187232.22e-111.51e-09115
GO:007048217ProstateBPHresponse to oxygen levels104/3107347/187233.13e-101.67e-08104
GO:003629317ProstateBPHresponse to decreased oxygen levels96/3107322/187232.03e-098.26e-0896
GO:000166617ProstateBPHresponse to hypoxia92/3107307/187233.29e-091.27e-0792
GO:003410118ProstateBPHerythrocyte homeostasis48/3107129/187231.34e-084.26e-0748
GO:001003818ProstateBPHresponse to metal ion104/3107373/187232.32e-086.99e-07104
GO:000226218ProstateBPHmyeloid cell homeostasis54/3107157/187234.02e-081.12e-0654
GO:003021818ProstateBPHerythrocyte differentiation44/3107120/187238.72e-082.16e-0644
GO:004887218ProstateBPHhomeostasis of number of cells79/3107272/187231.79e-073.99e-0679
GO:190260015ProstateBPHproton transmembrane transport52/3107157/187232.81e-076.06e-0652
GO:00163589ProstateBPHdendrite development71/3107243/187235.73e-071.14e-0571
GO:00488136ProstateBPHdendrite morphogenesis45/3107146/187231.46e-051.88e-0445
GO:00550769ProstateBPHtransition metal ion homeostasis43/3107138/187231.66e-052.07e-0443
GO:00550727ProstateBPHiron ion homeostasis29/310785/187236.22e-056.23e-0429
GO:00469167ProstateBPHcellular transition metal ion homeostasis35/3107115/187231.64e-041.42e-0335
GO:0050890ProstateBPHcognition69/3107296/187231.68e-039.69e-0369
GO:00068793ProstateBPHcellular iron ion homeostasis21/310767/187232.09e-031.17e-0221
GO:00100392ProstateBPHresponse to iron ion12/310732/187233.66e-031.85e-0212
GO:0007611ProstateBPHlearning or memory59/3107255/187234.12e-032.04e-0259
GO:00615152ProstateBPHmyeloid cell development21/310771/187234.54e-032.19e-0221
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0501228ProstateBPHParkinson disease143/1718266/84651.19e-343.94e-322.44e-32143
hsa0501026ProstateBPHAlzheimer disease165/1718384/84654.03e-251.66e-231.03e-23165
hsa0421618ProstateBPHFerroptosis22/171841/84652.24e-062.00e-051.24e-0522
hsa0497814ProstateBPHMineral absorption20/171860/84651.22e-023.61e-022.23e-0220
hsa05012112ProstateBPHParkinson disease143/1718266/84651.19e-343.94e-322.44e-32143
hsa05010111ProstateBPHAlzheimer disease165/1718384/84654.03e-251.66e-231.03e-23165
hsa0421619ProstateBPHFerroptosis22/171841/84652.24e-062.00e-051.24e-0522
hsa0497815ProstateBPHMineral absorption20/171860/84651.22e-023.61e-022.23e-0220
hsa0501229ProstateTumorParkinson disease144/1791266/84653.33e-331.10e-306.83e-31144
hsa0501027ProstateTumorAlzheimer disease166/1791384/84651.64e-236.79e-224.21e-22166
hsa0421626ProstateTumorFerroptosis24/179141/84651.94e-072.14e-061.33e-0624
hsa0501237ProstateTumorParkinson disease144/1791266/84653.33e-331.10e-306.83e-31144
hsa0501036ProstateTumorAlzheimer disease166/1791384/84651.64e-236.79e-224.21e-22166
hsa0421636ProstateTumorFerroptosis24/179141/84651.94e-072.14e-061.33e-0624
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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
SLC11A2SNVMissense_Mutationc.1553N>Gp.Ser518Cysp.S518CP49281protein_codingtolerated(0.12)benign(0.012)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SLC11A2insertionIn_Frame_Insnovelc.851_852insCCTTAGGACTGAAATCAGGTCp.Gln284delinsHisLeuArgThrGluIleArgSerp.Q284delinsHLRTEIRSP49281protein_codingTCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
SLC11A2SNVMissense_Mutationnovelc.452N>Tp.Ala151Valp.A151VP49281protein_codingdeleterious(0)probably_damaging(0.994)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC11A2SNVMissense_Mutationc.614N>Gp.Ser205Cysp.S205CP49281protein_codingdeleterious(0)probably_damaging(0.998)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
SLC11A2SNVMissense_Mutationrs199762460c.1151N>Gp.Asp384Glyp.D384GP49281protein_codingdeleterious(0.03)benign(0.085)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
SLC11A2SNVMissense_Mutationrs770229023c.833G>Ap.Arg278Hisp.R278HP49281protein_codingdeleterious(0.05)benign(0.005)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
SLC11A2SNVMissense_Mutationrs768901870c.1309N>Tp.Arg437Cysp.R437CP49281protein_codingdeleterious(0)probably_damaging(0.993)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SLC11A2SNVMissense_Mutationc.382G>Ap.Val128Metp.V128MP49281protein_codingdeleterious(0.05)benign(0.149)TCGA-RU-A8FL-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
SLC11A2SNVMissense_Mutationrs368158015c.503N>Ap.Arg168Hisp.R168HP49281protein_codingdeleterious(0.04)benign(0.033)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SLC11A2SNVMissense_Mutationrs759374719c.1319G>Ap.Arg440Glnp.R440QP49281protein_codingdeleterious(0.01)probably_damaging(0.969)TCGA-A5-A0G2-01Endometriumuterine 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
4891SLC11A2TRANSPORTER, DRUGGABLE GENOME, CELL SURFACEinhibitor252827472
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