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: HPCAL1

Gene summary for HPCAL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HPCAL1

Gene ID

3241

Gene namehippocalcin like 1
Gene AliasBDR1
Cytomap2p25.1
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

O75544


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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
3241HPCAL1HTA11_2487_2000001011HumanColorectumSER1.96e-025.36e-01-0.1808
3241HPCAL1HTA11_1938_2000001011HumanColorectumAD2.29e-076.28e-01-0.0811
3241HPCAL1HTA11_78_2000001011HumanColorectumAD2.03e-066.77e-01-0.1088
3241HPCAL1HTA11_347_2000001011HumanColorectumAD2.23e-096.04e-01-0.1954
3241HPCAL1HTA11_411_2000001011HumanColorectumSER6.43e-051.21e+00-0.2602
3241HPCAL1HTA11_3361_2000001011HumanColorectumAD1.00e-101.08e+00-0.1207
3241HPCAL1HTA11_83_2000001011HumanColorectumSER6.81e-077.14e-01-0.1526
3241HPCAL1HTA11_696_2000001011HumanColorectumAD4.21e-261.33e+00-0.1464
3241HPCAL1HTA11_866_2000001011HumanColorectumAD7.16e-109.56e-01-0.1001
3241HPCAL1HTA11_1391_2000001011HumanColorectumAD2.74e-181.11e+00-0.059
3241HPCAL1HTA11_546_2000001011HumanColorectumAD1.02e-049.18e-01-0.0842
3241HPCAL1HTA11_866_3004761011HumanColorectumAD4.57e-043.82e-010.096
3241HPCAL1HTA11_99999965062_69753HumanColorectumMSI-H4.27e-121.60e+000.3487
3241HPCAL1HTA11_99999971662_82457HumanColorectumMSS4.58e-066.61e-010.3859
3241HPCAL1HTA11_99999974143_84620HumanColorectumMSS2.11e-054.75e-010.3005
3241HPCAL1A015-C-203HumanColorectumFAP1.27e-14-2.10e-01-0.1294
3241HPCAL1A002-C-201HumanColorectumFAP1.63e-045.20e-020.0324
3241HPCAL1A001-C-108HumanColorectumFAP1.28e-06-1.65e-01-0.0272
3241HPCAL1A002-C-205HumanColorectumFAP1.14e-09-3.61e-02-0.1236
3241HPCAL1A001-C-104HumanColorectumFAP1.11e-02-1.13e-010.0184
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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
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
HPCAL1SNVMissense_Mutationc.424N>Ap.Glu142Lysp.E142KP37235protein_codingdeleterious(0.01)benign(0.027)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
HPCAL1SNVMissense_Mutationc.73N>Tp.His25Tyrp.H25YP37235protein_codingdeleterious(0)benign(0.001)TCGA-BH-A0DP-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
HPCAL1SNVMissense_Mutationnovelc.86N>Gp.Glu29Glyp.E29GP37235protein_codingdeleterious(0.04)benign(0.003)TCGA-GI-A2C9-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificSD
HPCAL1SNVMissense_Mutationc.502G>Cp.Glu168Glnp.E168QP37235protein_codingdeleterious(0)probably_damaging(0.99)TCGA-C5-A0TN-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
HPCAL1SNVMissense_Mutationnovelc.454N>Gp.Ile152Valp.I152VP37235protein_codingdeleterious(0.02)benign(0.027)TCGA-AA-3534-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HPCAL1SNVMissense_Mutationc.49N>Tp.Arg17Trpp.R17WP37235protein_codingdeleterious(0.01)benign(0.035)TCGA-AZ-4313-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
HPCAL1SNVMissense_Mutationc.248N>Ap.Arg83Glnp.R83QP37235protein_codingdeleterious(0.02)probably_damaging(0.912)TCGA-NH-A50U-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinPD
HPCAL1SNVMissense_Mutationc.278N>Tp.Ser93Leup.S93LP37235protein_codingdeleterious(0)possibly_damaging(0.709)TCGA-F5-6810-01Colorectumrectum adenocarcinomaUnknownUnknownI/IIUnknownUnknownUnknown
HPCAL1SNVMissense_Mutationnovelc.182C>Tp.Ala61Valp.A61VP37235protein_codingdeleterious(0.02)possibly_damaging(0.642)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
HPCAL1SNVMissense_Mutationrs375884714c.157N>Ap.Ala53Thrp.A53TP37235protein_codingtolerated(0.17)benign(0.082)TCGA-B5-A11E-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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