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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: HP

Gene summary for HP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HP

Gene ID

3240

Gene namehaptoglobin
Gene AliasBP
Cytomap16q22.2
Gene Typeprotein-coding
GO ID

GO:0000302

UniProtAcc

P00738


Top

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
3240HPNAFLD1HumanLiverNAFLD1.17e-136.11e-01-0.04
3240HPS43HumanLiverCirrhotic3.13e-229.97e-01-0.0187
3240HPS44HumanLiverHCC1.37e-051.27e+00-0.0083
3240HPHCC1_MengHumanLiverHCC1.73e-44-2.90e-010.0246
3240HPHCC2_MengHumanLiverHCC2.37e-21-7.46e-010.0107
3240HPcirrhotic1HumanLiverCirrhotic2.90e-08-4.39e-010.0202
3240HPcirrhotic2HumanLiverCirrhotic2.47e-17-2.31e-010.0201
3240HPHCC1HumanLiverHCC2.12e-307.24e+000.5336
3240HPHCC2HumanLiverHCC3.26e-378.39e+000.5341
3240HPPt13.aHumanLiverHCC2.41e-981.32e+000.021
3240HPPt13.bHumanLiverHCC4.73e-941.17e+000.0251
3240HPPt13.cHumanLiverHCC6.36e-691.56e+000.0076
3240HPPt14.bHumanLiverHCC5.05e-206.19e-010.018
3240HPPt14.dHumanLiverHCC6.00e-202.11e-010.0143
3240HPS016HumanLiverHCC1.72e-09-6.26e-010.2243
3240HPS027HumanLiverHCC9.81e-495.21e-010.2446
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00020284ColorectumFAPregulation of sodium ion transport33/262290/187236.51e-084.54e-0633
GO:00510173ColorectumFAPactin filament bundle assembly48/2622157/187236.62e-084.56e-0648
GO:19029034ColorectumFAPregulation of supramolecular fiber organization92/2622383/187238.48e-085.77e-0692
GO:00516503ColorectumFAPestablishment of vesicle localization48/2622161/187231.56e-079.64e-0648
GO:00015583ColorectumFAPregulation of cell growth95/2622414/187235.02e-072.61e-0595
GO:00160503ColorectumFAPvesicle organization74/2622300/187235.16e-072.66e-0574
GO:00516483ColorectumFAPvesicle localization50/2622177/187235.41e-072.72e-0550
GO:00725944ColorectumFAPestablishment of protein localization to organelle96/2622422/187236.63e-073.20e-0596
GO:00163113ColorectumFAPdephosphorylation95/2622417/187237.07e-073.32e-0595
GO:19023054ColorectumFAPregulation of sodium ion transmembrane transport25/262268/187232.36e-069.21e-0525
GO:19033204ColorectumFAPregulation of protein modification by small protein conjugation or removal61/2622242/187232.36e-069.21e-0561
GO:00508214ColorectumFAPprotein stabilization51/2622191/187232.63e-069.96e-0551
GO:00323884ColorectumFAPpositive regulation of intracellular transport53/2622202/187232.99e-061.10e-0453
GO:00066054ColorectumFAPprotein targeting74/2622314/187233.21e-061.17e-0474
GO:00106393ColorectumFAPnegative regulation of organelle organization80/2622348/187233.62e-061.27e-0480
GO:00715591ColorectumFAPresponse to transforming growth factor beta63/2622256/187233.82e-061.32e-0463
GO:00071782ColorectumFAPtransmembrane receptor protein serine/threonine kinase signaling pathway81/2622355/187234.28e-061.46e-0481
GO:00002093ColorectumFAPprotein polyubiquitination59/2622236/187234.53e-061.52e-0459
GO:00310323ColorectumFAPactomyosin structure organization51/2622196/187235.89e-061.88e-0451
GO:00107654ColorectumFAPpositive regulation of sodium ion transport16/262235/187235.99e-061.90e-0416
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
HPSNVMissense_Mutationnovelc.593T>Ap.Leu198Glnp.L198QP00738protein_codingdeleterious(0)probably_damaging(1)TCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HPinsertionNonsense_Mutationnovelc.594_595insTTTTAAp.Leu198_Thr199insPheTerp.L198_T199insF*P00738protein_codingTCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HPinsertionFrame_Shift_Insnovelc.593_594insTCTTGCCCAAATTCAGp.Thr199LeufsTer9p.T199Lfs*9P00738protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
HPinsertionFrame_Shift_Insnovelc.125_126insAp.Tyr43LeufsTer11p.Y43Lfs*11P00738protein_codingTCGA-BH-A0DZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
HPinsertionIn_Frame_Insnovelc.127_128insCAGGCAp.Tyr43delinsSerGlyAsnp.Y43delinsSGNP00738protein_codingTCGA-BH-A0DZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
HPSNVMissense_Mutationnovelc.218A>Cp.Gln73Prop.Q73PP00738protein_codingtolerated(0.17)benign(0.278)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HPSNVMissense_Mutationnovelc.1153N>Cp.Glu385Glnp.E385QP00738protein_codingtolerated(0.09)possibly_damaging(0.624)TCGA-DG-A2KM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
HPSNVMissense_Mutationc.91G>Ap.Asp31Asnp.D31NP00738protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.709)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
HPSNVMissense_Mutationc.140C>Tp.Ser47Leup.S47LP00738protein_codingtolerated(0.23)benign(0)TCGA-MY-A5BD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HPSNVMissense_Mutationc.791N>Ap.Pro264Hisp.P264HP00738protein_codingdeleterious(0)probably_damaging(1)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
Page: 1 2 3 4 5 

Top

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
3240HPDRUGGABLE GENOME, PROTEASE, ENZYMEHEPATITIS B VACCINE8256500
3240HPDRUGGABLE GENOME, PROTEASE, ENZYME17 BETA-ESTRADIOL2078644
3240HPDRUGGABLE GENOME, PROTEASE, ENZYMEPYRIDOXINEPYRIDOXINE6935482
3240HPDRUGGABLE GENOME, PROTEASE, ENZYMEAT100122731712
3240HPDRUGGABLE GENOME, PROTEASE, ENZYMESTREPTOZOTOCINSTREPTOZOCIN16713232
3240HPDRUGGABLE GENOME, PROTEASE, ENZYMEVACCINE8228935
Page: 1