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: HIST1H1C

Gene summary for HIST1H1C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HIST1H1C

Gene ID

3006

Gene nameH1.2 linker histone, cluster member
Gene AliasH1.2
Cytomap6p22.2
Gene Typeprotein-coding
GO ID

GO:0000018

UniProtAcc

P16403


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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
3006HIST1H1CGSM4909285HumanBreastIDC2.61e-09-4.61e-010.21
3006HIST1H1CGSM4909290HumanBreastIDC2.58e-02-3.29e-010.2096
3006HIST1H1CGSM4909293HumanBreastIDC3.45e-18-5.16e-010.1581
3006HIST1H1CGSM4909294HumanBreastIDC8.48e-08-3.91e-010.2022
3006HIST1H1CGSM4909296HumanBreastIDC1.08e-186.08e-010.1524
3006HIST1H1CGSM4909297HumanBreastIDC1.21e-11-4.47e-010.1517
3006HIST1H1CGSM4909298HumanBreastIDC6.12e-12-4.88e-010.1551
3006HIST1H1CGSM4909304HumanBreastIDC3.50e-05-3.66e-010.1636
3006HIST1H1CGSM4909305HumanBreastIDC3.75e-03-4.09e-010.0436
3006HIST1H1CGSM4909306HumanBreastIDC3.48e-07-4.35e-010.1564
3006HIST1H1CGSM4909308HumanBreastIDC7.48e-04-2.87e-010.158
3006HIST1H1CGSM4909311HumanBreastIDC6.97e-22-5.08e-010.1534
3006HIST1H1CGSM4909312HumanBreastIDC5.25e-17-5.19e-010.1552
3006HIST1H1CGSM4909319HumanBreastIDC1.65e-251.38e-010.1563
3006HIST1H1CGSM4909320HumanBreastIDC5.07e-178.50e-010.1575
3006HIST1H1CGSM4909321HumanBreastIDC4.74e-125.07e-010.1559
3006HIST1H1Cctrl6HumanBreastPrecancer8.55e-076.34e-01-0.0061
3006HIST1H1Cbrca10HumanBreastPrecancer2.76e-298.84e-01-0.0029
3006HIST1H1CNCCBC3HumanBreastDCIS2.13e-02-3.48e-010.1198
3006HIST1H1CNCCBC5HumanBreastDCIS1.46e-03-2.20e-010.2046
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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
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
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
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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
HIST1H1CSNVMissense_Mutationnovelc.551N>Gp.Lys184Argp.K184RP16403protein_codingdeleterious(0.01)probably_damaging(0.985)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
HIST1H1CSNVMissense_Mutationc.595N>Gp.Lys199Glup.K199EP16403protein_codingdeleterious(0)probably_damaging(0.985)TCGA-A8-A096-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HIST1H1CdeletionIn_Frame_Delc.475_489delNNNNNNNNNNNNNNNp.Lys159_Ala163delp.K159_A163delP16403protein_codingTCGA-E2-A14W-01Breastbreast invasive carcinomaMale>=65I/IIChemotherapycytoxanSD
HIST1H1CSNVMissense_Mutationrs766767455c.387G>Cp.Lys129Asnp.K129NP16403protein_codingtolerated(0.07)benign(0.439)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HIST1H1CinsertionFrame_Shift_Insnovelc.143_144insTp.Ala49GlyfsTer4p.A49Gfs*4P16403protein_codingTCGA-EX-A1H6-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HIST1H1CSNVMissense_Mutationrs550065694c.173N>Ap.Ser58Tyrp.S58YP16403protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HIST1H1CSNVMissense_Mutationrs527943061c.439N>Tp.Pro147Serp.P147SP16403protein_codingtolerated(0.11)benign(0.017)TCGA-AA-A01V-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
HIST1H1CSNVMissense_Mutationnovelc.568N>Ap.Ala190Thrp.A190TP16403protein_codingdeleterious(0)benign(0.001)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HIST1H1CSNVMissense_Mutationc.454A>Gp.Lys152Glup.K152EP16403protein_codingtolerated(0.67)probably_damaging(0.985)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HIST1H1CSNVMissense_Mutationc.314N>Gp.Phe105Cysp.F105CP16403protein_codingdeleterious(0)probably_damaging(1)TCGA-NH-A6GC-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilSD
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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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