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: FABP5

Gene summary for FABP5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FABP5

Gene ID

2171

Gene namefatty acid binding protein 5
Gene AliasE-FABP
Cytomap8q21.13
Gene Typeprotein-coding
GO ID

GO:0001516

UniProtAcc

E7DVW5


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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
2171FABP5GSM4909281HumanBreastIDC3.56e-579.75e-010.21
2171FABP5GSM4909282HumanBreastIDC3.67e-347.20e-01-0.0288
2171FABP5GSM4909285HumanBreastIDC2.22e-601.03e+000.21
2171FABP5GSM4909287HumanBreastIDC5.03e-114.90e-010.2057
2171FABP5GSM4909293HumanBreastIDC2.26e-061.03e-010.1581
2171FABP5GSM4909311HumanBreastIDC3.11e-02-1.78e-010.1534
2171FABP5brca10HumanBreastPrecancer6.34e-083.41e-01-0.0029
2171FABP5NCCBC3HumanBreastDCIS6.82e-033.26e-010.1198
2171FABP5NCCBC5HumanBreastDCIS3.93e-086.35e-010.2046
2171FABP5DCIS2HumanBreastDCIS1.69e-296.51e-020.0085
2171FABP5CA_HPV_1HumanCervixCC1.13e-08-5.23e-010.0264
2171FABP5CA_HPV_3HumanCervixCC1.30e-085.54e-010.0414
2171FABP5HSIL_HPV_1HumanCervixHSIL_HPV3.05e-20-9.17e-010.0116
2171FABP5HSIL_HPV_2HumanCervixHSIL_HPV1.38e-22-8.44e-010.0208
2171FABP5N_HPV_1HumanCervixN_HPV2.32e-08-5.38e-010.0079
2171FABP5N_HPV_2HumanCervixN_HPV1.25e-074.15e-01-0.0131
2171FABP5CCI_2HumanCervixCC2.45e-19-1.42e+000.5249
2171FABP5CCII_1HumanCervixCC5.98e-22-1.24e+000.3249
2171FABP5TumorHumanCervixCC1.44e-337.57e-010.1241
2171FABP5sample1HumanCervixCC1.31e-033.97e-010.0959
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:00066333StomachSIMfatty acid biosynthetic process19/708163/187231.34e-054.65e-0419
GO:00421802StomachSIMcellular ketone metabolic process22/708211/187231.73e-055.57e-0422
GO:00105651StomachSIMregulation of cellular ketone metabolic process16/708133/187234.30e-051.21e-0316
GO:00723302StomachSIMmonocarboxylic acid biosynthetic process21/708214/187236.55e-051.70e-0321
GO:00015164StomachSIMprostaglandin biosynthetic process7/70831/187231.28e-042.94e-037
GO:00464574StomachSIMprostanoid biosynthetic process7/70831/187231.28e-042.94e-037
GO:00192161StomachSIMregulation of lipid metabolic process27/708331/187231.58e-043.50e-0327
GO:00192171StomachSIMregulation of fatty acid metabolic process12/70893/187231.96e-044.08e-0312
GO:00464563StomachSIMicosanoid biosynthetic process9/70856/187232.31e-044.63e-039
GO:00468901StomachSIMregulation of lipid biosynthetic process17/708171/187232.71e-045.21e-0317
GO:00620123StomachSIMregulation of small molecule metabolic process26/708334/187234.29e-047.26e-0326
GO:00066361StomachSIMunsaturated fatty acid biosynthetic process8/70851/187236.07e-049.20e-038
GO:00108764StomachSIMlipid localization30/708448/187231.87e-032.08e-0230
GO:004259331StomachSIMglucose homeostasis20/708258/187231.99e-032.16e-0220
GO:003350031StomachSIMcarbohydrate homeostasis20/708259/187232.08e-032.23e-0220
GO:00068693StomachSIMlipid transport27/708398/187232.58e-032.55e-0227
GO:003052228ThyroidPTCintracellular receptor signaling pathway126/5968265/187236.31e-081.31e-06126
GO:001931810ThyroidPTChexose metabolic process108/5968237/187236.42e-067.65e-05108
GO:000599614ThyroidPTCmonosaccharide metabolic process115/5968257/187239.36e-061.05e-04115
GO:000600615ThyroidPTCglucose metabolic process90/5968196/187232.54e-052.50e-0490
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0332021LiverCirrhoticPPAR signaling pathway32/253075/84651.24e-023.92e-022.42e-0232
hsa0332031LiverCirrhoticPPAR signaling pathway32/253075/84651.24e-023.92e-022.42e-0232
hsa033204LiverHCCPPAR signaling pathway48/402075/84652.83e-039.37e-035.21e-0348
hsa033205LiverHCCPPAR signaling pathway48/402075/84652.83e-039.37e-035.21e-0348
hsa03320StomachGCPPAR signaling pathway18/70875/84653.26e-054.01e-042.82e-0418
hsa033201StomachGCPPAR signaling pathway18/70875/84653.26e-054.01e-042.82e-0418
hsa033202StomachSIMPPAR signaling pathway15/46575/84651.08e-051.42e-041.14e-0415
hsa033203StomachSIMPPAR signaling pathway15/46575/84651.08e-051.42e-041.14e-0415
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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
FABP5deletionFrame_Shift_Delnovelc.47delGp.Ser16ThrfsTer8p.S16Tfs*8Q01469protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
FABP5SNVMissense_Mutationnovelc.4N>Ap.Ala2Thrp.A2TQ01469protein_codingdeleterious_low_confidence(0.05)benign(0.309)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
FABP5SNVMissense_Mutationnovelc.165N>Cp.Lys55Asnp.K55NQ01469protein_codingdeleterious(0.02)benign(0.345)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
FABP5SNVMissense_Mutationnovelc.312N>Cp.Glu104Aspp.E104DQ01469protein_codingdeleterious(0.02)possibly_damaging(0.84)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
FABP5SNVMissense_Mutationc.346N>Ap.Leu116Ilep.L116IQ01469protein_codingdeleterious(0.01)possibly_damaging(0.712)TCGA-AP-A0LT-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FABP5SNVMissense_Mutationrs763394711c.263A>Gp.Asn88Serp.N88SQ01469protein_codingtolerated(0.17)benign(0.001)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
FABP5SNVMissense_Mutationnovelc.4G>Ap.Ala2Thrp.A2TQ01469protein_codingdeleterious_low_confidence(0.05)benign(0.309)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FABP5SNVMissense_Mutationrs201701039c.386G>Ap.Arg129Glnp.R129QQ01469protein_codingdeleterious(0.03)benign(0.345)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FABP5SNVMissense_Mutationnovelc.152N>Tp.Asn51Ilep.N51IQ01469protein_codingtolerated(0.41)benign(0.346)TCGA-39-5034-01Lunglung squamous cell carcinomaFemale>=65I/IIUnknownUnknownPD
FABP5SNVMissense_Mutationrs757111208c.314N>Tp.Ser105Ilep.S105IQ01469protein_codingdeleterious(0.04)probably_damaging(0.987)TCGA-60-2723-01Lunglung squamous cell carcinomaFemale>=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
2171FABP5NUCLEAR HORMONE RECEPTORPMID27109571-Compound-30
2171FABP5NUCLEAR HORMONE RECEPTORPMID27109571-Compound-12
2171FABP5NUCLEAR HORMONE RECEPTORPMID27109571-Compound-29
2171FABP5NUCLEAR HORMONE RECEPTORPMID27109571-Compound-20
2171FABP5NUCLEAR HORMONE RECEPTORPMID27109571-Compound-17
2171FABP5NUCLEAR HORMONE RECEPTORPMID27109571-Compound-27
2171FABP5NUCLEAR HORMONE RECEPTORPMID27109571-Compound-16
2171FABP5NUCLEAR HORMONE RECEPTORPMID27109571-Compound-26
2171FABP5NUCLEAR HORMONE RECEPTORPMID27109571-Compound-28
2171FABP5NUCLEAR HORMONE RECEPTORPMID27109571-Compound-23
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