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: FHOD3

Gene summary for FHOD3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FHOD3

Gene ID

80206

Gene nameformin homology 2 domain containing 3
Gene AliasCMH28
Cytomap18q12.2
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

Q2V2M9


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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
80206FHOD3P2T-EHumanEsophagusESCC7.11e-183.33e-010.1177
80206FHOD3P5T-EHumanEsophagusESCC1.52e-122.12e-010.1327
80206FHOD3P10T-EHumanEsophagusESCC2.81e-326.67e-010.116
80206FHOD3P11T-EHumanEsophagusESCC1.06e-064.77e-010.1426
80206FHOD3P12T-EHumanEsophagusESCC3.14e-072.81e-010.1122
80206FHOD3P16T-EHumanEsophagusESCC4.90e-047.08e-020.1153
80206FHOD3P22T-EHumanEsophagusESCC7.56e-152.16e-010.1236
80206FHOD3P23T-EHumanEsophagusESCC8.96e-061.91e-010.108
80206FHOD3P24T-EHumanEsophagusESCC2.24e-082.77e-010.1287
80206FHOD3P32T-EHumanEsophagusESCC1.19e-051.99e-010.1666
80206FHOD3P36T-EHumanEsophagusESCC5.20e-146.02e-010.1187
80206FHOD3P37T-EHumanEsophagusESCC1.59e-234.57e-010.1371
80206FHOD3P44T-EHumanEsophagusESCC1.26e-062.03e-010.1096
80206FHOD3P47T-EHumanEsophagusESCC8.24e-062.26e-010.1067
80206FHOD3P52T-EHumanEsophagusESCC2.17e-082.87e-010.1555
80206FHOD3P61T-EHumanEsophagusESCC9.06e-051.35e-010.099
80206FHOD3P62T-EHumanEsophagusESCC1.20e-103.18e-010.1302
80206FHOD3P74T-EHumanEsophagusESCC1.56e-052.39e-010.1479
80206FHOD3P75T-EHumanEsophagusESCC1.33e-031.82e-010.1125
80206FHOD3P76T-EHumanEsophagusESCC3.41e-041.81e-010.1207
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:0043254111EsophagusESCCregulation of protein-containing complex assembly278/8552428/187233.81e-162.77e-14278
GO:1902903111EsophagusESCCregulation of supramolecular fiber organization237/8552383/187239.06e-112.75e-09237
GO:0010639110EsophagusESCCnegative regulation of organelle organization215/8552348/187238.20e-102.01e-08215
GO:0051258111EsophagusESCCprotein polymerization183/8552297/187231.94e-083.75e-07183
GO:000701527EsophagusESCCactin filament organization259/8552442/187232.37e-084.50e-07259
GO:003253520EsophagusESCCregulation of cellular component size227/8552383/187234.77e-088.60e-07227
GO:0032970111EsophagusESCCregulation of actin filament-based process231/8552397/187232.91e-074.20e-06231
GO:0032956111EsophagusESCCregulation of actin cytoskeleton organization210/8552358/187234.40e-076.00e-06210
GO:0032271111EsophagusESCCregulation of protein polymerization143/8552233/187239.21e-071.17e-05143
GO:011005327EsophagusESCCregulation of actin filament organization166/8552278/187231.54e-061.85e-05166
GO:000815420EsophagusESCCactin polymerization or depolymerization130/8552218/187232.19e-051.88e-04130
GO:003086517EsophagusESCCcortical cytoskeleton organization44/855261/187232.50e-052.13e-0444
GO:0030041110EsophagusESCCactin filament polymerization114/8552191/187236.46e-054.92e-04114
GO:000806419EsophagusESCCregulation of actin polymerization or depolymerization112/8552188/187238.31e-056.06e-04112
GO:003083218EsophagusESCCregulation of actin filament length112/8552189/187231.13e-047.85e-04112
GO:003083320EsophagusESCCregulation of actin filament polymerization103/8552172/187231.19e-048.15e-04103
GO:0031333110EsophagusESCCnegative regulation of protein-containing complex assembly86/8552141/187231.74e-041.14e-0386
GO:003086610EsophagusESCCcortical actin cytoskeleton organization28/855240/187231.61e-037.50e-0328
GO:006053716EsophagusESCCmuscle tissue development211/8552403/187233.84e-031.56e-02211
GO:003103219EsophagusESCCactomyosin structure organization108/8552196/187234.86e-031.88e-02108
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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
FHOD3SNVMissense_Mutationnovelc.2030N>Gp.Tyr677Cysp.Y677CQ2V2M9protein_codingtolerated_low_confidence(0.05)probably_damaging(0.992)TCGA-A2-A0D2-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FHOD3SNVMissense_Mutationrs201185019c.4790N>Ap.Arg1597Glnp.R1597QQ2V2M9protein_codingdeleterious(0)probably_damaging(0.96)TCGA-A7-A26E-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanSD
FHOD3SNVMissense_Mutationrs747642309c.3194N>Gp.Gln1065Argp.Q1065RQ2V2M9protein_codingtolerated(0.26)probably_damaging(0.977)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
FHOD3SNVMissense_Mutationrs778305842c.4018N>Ap.Gly1340Argp.G1340RQ2V2M9protein_codingdeleterious(0)probably_damaging(1)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
FHOD3SNVMissense_Mutationc.2418G>Tp.Arg806Serp.R806SQ2V2M9protein_codingdeleterious_low_confidence(0.04)benign(0.381)TCGA-AR-A1AY-01Breastbreast invasive carcinomaFemale>=65I/IIUnspecificDoxorubicinSD
FHOD3SNVMissense_Mutationc.2903N>Gp.Ala968Glyp.A968GQ2V2M9protein_codingtolerated(0.18)benign(0.013)TCGA-AR-A24V-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
FHOD3SNVMissense_Mutationc.3329N>Gp.Leu1110Argp.L1110RQ2V2M9protein_codingdeleterious(0)probably_damaging(0.983)TCGA-C8-A12K-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FHOD3SNVMissense_Mutationc.2536T>Gp.Leu846Valp.L846VQ2V2M9protein_codingtolerated(0.35)benign(0.017)TCGA-D8-A1JF-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
FHOD3SNVMissense_Mutationc.4300N>Cp.Phe1434Leup.F1434LQ2V2M9protein_codingdeleterious(0.02)probably_damaging(0.995)TCGA-D8-A1XW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycin+cyclophosphamideSD
FHOD3SNVMissense_Mutationc.2255N>Gp.Glu752Glyp.E752GQ2V2M9protein_codingtolerated_low_confidence(0.15)benign(0.005)TCGA-E2-A14W-01Breastbreast invasive carcinomaMale>=65I/IIChemotherapycytoxanSD
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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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