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: LHFP

Gene summary for LHFP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LHFP

Gene ID

10186

Gene nameLHFPL tetraspan subfamily member 6
Gene AliasLHFP
Cytomap13q13.3-q14.11
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

A0A024RDR1


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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
10186LHFPHTA11_99999970781_79442HumanColorectumMSS3.52e-132.57e-010.294
10186LHFPHTA11_99999965062_69753HumanColorectumMSI-H1.89e-111.14e+000.3487
10186LHFPHTA11_99999965104_69814HumanColorectumMSS7.91e-052.35e-010.281
10186LHFPHTA11_99999971662_82457HumanColorectumMSS3.80e-255.87e-010.3859
10186LHFPHTA11_99999973899_84307HumanColorectumMSS5.98e-123.99e-010.2585
10186LHFPHTA11_99999974143_84620HumanColorectumMSS4.51e-407.87e-010.3005
10186LHFPP2T-EHumanEsophagusESCC9.37e-058.41e-020.1177
10186LHFPP4T-EHumanEsophagusESCC8.41e-033.15e-010.1323
10186LHFPP5T-EHumanEsophagusESCC3.87e-104.23e-010.1327
10186LHFPP8T-EHumanEsophagusESCC3.10e-084.39e-010.0889
10186LHFPP9T-EHumanEsophagusESCC5.81e-085.01e-010.1131
10186LHFPP10T-EHumanEsophagusESCC1.12e-143.03e-010.116
10186LHFPP11T-EHumanEsophagusESCC2.35e-074.35e-010.1426
10186LHFPP16T-EHumanEsophagusESCC3.89e-122.28e-010.1153
10186LHFPP19T-EHumanEsophagusESCC1.55e-034.32e-010.1662
10186LHFPP21T-EHumanEsophagusESCC2.02e-062.73e-010.1617
10186LHFPP23T-EHumanEsophagusESCC5.14e-046.78e-010.108
10186LHFPP26T-EHumanEsophagusESCC1.47e-153.69e-010.1276
10186LHFPP32T-EHumanEsophagusESCC1.82e-123.41e-010.1666
10186LHFPP37T-EHumanEsophagusESCC4.75e-103.86e-010.1371
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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
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
∗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:0002064ColorectumADepithelial cell development89/3918220/187232.98e-113.52e-0989
GO:0035315ColorectumADhair cell differentiation21/391847/187232.14e-042.82e-0321
GO:0060117ColorectumADauditory receptor cell development12/391821/187233.02e-043.62e-0312
GO:0042491ColorectumADinner ear auditory receptor cell differentiation17/391838/187238.26e-048.13e-0317
GO:0060088ColorectumADauditory receptor cell stereocilium organization8/391814/187233.23e-032.38e-028
GO:0042490ColorectumADmechanoreceptor differentiation24/391867/187233.48e-032.52e-0224
GO:0048568ColorectumADembryonic organ development112/3918427/187234.60e-033.14e-02112
GO:0009913ColorectumADepidermal cell differentiation58/3918202/187235.16e-033.42e-0258
GO:0008544ColorectumADepidermis development87/3918324/187235.99e-033.76e-0287
GO:0060119ColorectumADinner ear receptor cell development17/391845/187237.10e-034.33e-0217
GO:00020641ColorectumSERepithelial cell development64/2897220/187231.96e-071.10e-0564
GO:00601171ColorectumSERauditory receptor cell development9/289721/187232.50e-032.33e-029
GO:00600881ColorectumSERauditory receptor cell stereocilium organization7/289714/187232.64e-032.41e-027
GO:00353151ColorectumSERhair cell differentiation15/289747/187233.68e-033.07e-0215
GO:0002093ColorectumSERauditory receptor cell morphogenesis7/289716/187236.63e-034.69e-027
GO:00020642ColorectumMSSepithelial cell development81/3467220/187231.02e-101.06e-0881
GO:00601172ColorectumMSSauditory receptor cell development12/346721/187238.83e-051.41e-0312
GO:00353152ColorectumMSShair cell differentiation19/346747/187233.88e-044.86e-0319
GO:00424911ColorectumMSSinner ear auditory receptor cell differentiation16/346738/187236.47e-047.06e-0316
GO:00600882ColorectumMSSauditory receptor cell stereocilium organization8/346714/187231.42e-031.32e-028
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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
LHFPinsertionIn_Frame_Insnovelc.76_77insTCTTTATTATTCCACTTAAGTGTGATTTTTATCCATTTCACAp.Gly26delinsValPheIleIleProLeuLysCysAspPheTyrProPheHisArgp.G26delinsVFIIPLKCDFYPFHRQ9Y693protein_codingTCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
LHFPSNVMissense_Mutationrs549287054c.208N>Tp.Arg70Cysp.R70CQ9Y693protein_codingdeleterious(0)probably_damaging(1)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
LHFPSNVMissense_Mutationnovelc.598T>Cp.Tyr200Hisp.Y200HQ9Y693protein_codingdeleterious_low_confidence(0)benign(0.078)TCGA-AA-3666-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownPD
LHFPSNVMissense_Mutationrs769854247c.554N>Tp.Thr185Metp.T185MQ9Y693protein_codingtolerated(0.05)probably_damaging(0.911)TCGA-AA-3679-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolinicSD
LHFPSNVMissense_Mutationc.397N>Ap.Gly133Serp.G133SQ9Y693protein_codingtolerated(0.73)benign(0.021)TCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
LHFPSNVMissense_Mutationc.215C>Tp.Ala72Valp.A72VQ9Y693protein_codingdeleterious(0)probably_damaging(0.914)TCGA-DM-A1D7-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
LHFPSNVMissense_Mutationrs755812608c.518C>Tp.Thr173Metp.T173MQ9Y693protein_codingtolerated(0.11)possibly_damaging(0.897)TCGA-AG-3592-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownSD
LHFPSNVMissense_Mutationrs758624379c.268N>Ap.Gly90Serp.G90SQ9Y693protein_codingdeleterious(0.03)possibly_damaging(0.838)TCGA-A5-A0GP-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LHFPSNVMissense_Mutationc.404G>Ap.Gly135Aspp.G135DQ9Y693protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-AP-A0LT-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LHFPSNVMissense_Mutationnovelc.59N>Tp.Ala20Valp.A20VQ9Y693protein_codingdeleterious(0.01)probably_damaging(0.965)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid 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
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