Characterization of a large panel of patient-derived hepatocellular carcinoma xenograft tumor models for preclinical development
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
SUBMITTER: Douglas Fang
PROVIDER: E-GEOD-55828 | biostudies-arrayexpress |
REPOSITORIES: biostudies-arrayexpress
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Project description:Human dendritic cells (DC) are suppressed by tumor-derived alpha fetoprotein (AFP), but less so by cord blood-derived normal AFP.
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Project description:Increased ?-fetoprotein (AFP) levels have been reported to predict a poor prognosis in hepatocellular carcinoma (HCC). We assessed the mechanism of AFP involvement in the progression of HCC and determined whether AFP could be a molecular target. We used human HCC cell lines to assess proliferation and apoptosis response to exogenous AFP. We introduced AFP small interfering RNA (siRNA) into HCC cell lines to examine whether it could inhibit cell proliferation and anti-apoptotic properties. The effects of systemically introduced AFP siRNA were assessed using a tumor xenotransplantation model. The effects of AFP on gene expression in HCC cell lines and human HCC specimens were examined. Exogenous AFP induced cell proliferation dose-dependently and inhibited apoptosis induced by 5-fluorouracil (5-FU) in all cell lines examined. AFP siRNA inhibited the proliferation of AFP-producing HCC cell lines and induced apoptosis in co-cultures with 5-FU. Tumor sizes in mice treated with AFP siRNA were significantly smaller than those in controls. AFP siRNA administration in mice induced a low proliferation index and a high apoptosis index in tumors. cDNA microarray analysis, reverse transcription-polymerase chain reaction (RT-PCR), and Western blot using HepG2 and HLE cells with AFP showed that AFP reduced expression of genes related to apoptosis (DFFB) and tumor suppression (NDRG2). Expression of these molecules was also suppressed in human HCC tissues that overexpress AFP. AFP is not only a passive tumor marker, but also an active tumor stimulator through several mechanisms. AFP siRNA introduction may be of possible therapeutic use for HCC. Keywords: Genetic modification Two-condition experiment, Control vs. AFP-stimulated cells.
2008-12-30 | E-GEOD-12307 | biostudies-arrayexpress
Project description:Alpha fetoprotein (AFP) is a circulating cancer biomarker implicated in multiple neoplastic malignancies, including hepatocellular carcinoma (HCC). AFP glycoforms with core fucosylation structure (AFP-L3) are used clinically as a biomarker, to predict risk of developing HCC and to monitor its recurrence. Mature AFP has a single glycosylation site, while there is a high degree of structural variation in AFP-glycan modifications. Because AFP has single glycosylation site, masses of intact AFP proteoforms can be used to differentiate and identify PTM in their native states. We developed a method for intact AFP glycoform analysis that utilizes AFP-specific immune-enrichment, followed by LC-high resolution mass spectrometry (LC-HRMS) analysis to differentiate and quantitate the relative abundance of AFP glycoforms and evaluated the method’s performance.
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Project description:The alpha-fetoprotein (AFP) gene is a member of the albumin gene family and encodes a serum glycoprotein with an onco-fetal pattern of expression. AFP is produced in high concentrations during embryonic life by the hepatocytes and the visceral endoderm of the yolk sac and to a lesser extent by the developing gastrointestinal tract and kidney. Alpha-fetoprotein is the major serum fetal protein in mammals, with a concentration that reaches the order of several mg/ml. Its synthesis decreases dramatically shortly after birth to reach only trace amounts a few weeks later but can be restored during life when liver pathologies or some types of tumors develop (hepatitis, cirrhosis, hepatoma, teratocarcinoma, and some pancreatic and renal tumors). AFP is then mainly expressed by the adult liver. AFP produced by the embryo is secreted in the amniotic fluid and is able to cross the placental barrier to reach the maternal blood circulation, where its titer is used as a diagnostic marker to reveal developmental anomalies of the fetus. Abnormally high levels of AFP in the maternal serum indicates elevated risk for neural tube defects of the fetus such as spina bifida or anencephaly, whereas abnormally low levels indicates elevated risk for a Down’s syndrome. Measurements of the AFP levels in the maternal serum are undertaken at 14-22 weeks of each pregnancy and are part, along with unconjugated estradiol, human chorionic gonadotropin and inhibin A, of the quadruple test for antenatal Down’s syndrome screening. Abnormal AFP levels can also be indicative of other fetal pathologies. The reason why these pathologies induce abnormal levels of AFP is still not known. Homozygous Afp knock-out females (AFP KO) are sterile, due to anovulation. Ovaries contain mature follicles and are functional, but lack a proper signal from the hypothalamic-pituitarian axis (HPG) in order to ovulate. The expression profile of several genes in the HPG is impaired. Furthermore, AFP KO females are masculinized and defeminized. They exhibit a loss of female sexual behaviour (no lordosis) and a male pattern of tyrosine hydroxylase expressing neurons distribution in some sexual dimorphic areas of the brain. The phenotype of those mice is a consequence of an estrogen overexposure of their brains during the perinatal period. This phenotype can be reversed if these mice develop in an embryonic environment strongly reduced in estrogens. Homozygous AFP KO mice that developed in those conditions are fertile in adulthood (no further treatment needed), and exhibit proper sexual behaviour. cDNA microarray analysis of embryonic and adult liver tissue of AFP1 kO mice. Single mutant mice were analysed versus a pool of wt RNA in two technical replicates (only for adult tissue) including a dye swap experiment. In total 6 adult mutant male mice and 6 embryos (3 male and 3 female) were analysed
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Project description:Glycosylation is an important post-translational modification (PTM) mechanism of proteins, that modulates protein function. Measurement of clinically adopted cancer protein biomarkers is commonly performed using affinity-based techniques, which often suffer from poor specificity and inability to distinguish between closely related proteoforms. Alpha fetoprotein (AFP) is a circulating cancer biomarker implicated in multiple neoplastic malignancies, including hepatocellular carcinoma (HCC). AFP glycoforms with core fucosylation structure (AFP-L3) are used clinically as a biomarker, to predict risk of developing HCC and to monitor its recurrence. Mature AFP has a single glycosylation site, while there is a high degree of structural variation in AFP-glycan modifications. Because AFP has single glycosylation site, masses of intact AFP proteoforms can be used to differentiate and identify PTM in their native states. We developed a method for intact AFP glycoform analysis that utilizes AFP-specific immune-enrichment, followed by LC-high resolution mass spectrometry (LC-HRMS) analysis to differentiate and quantitate the relative abundance of AFP glycoforms and evaluated the method’s performance.
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Project description:Increased α-fetoprotein (AFP) levels have been reported to predict a poor prognosis in hepatocellular carcinoma (HCC). We assessed the mechanism of AFP involvement in the progression of HCC and determined whether AFP could be a molecular target. We used human HCC cell lines to assess proliferation and apoptosis response to exogenous AFP. We introduced AFP small interfering RNA (siRNA) into HCC cell lines to examine whether it could inhibit cell proliferation and anti-apoptotic properties. The effects of systemically introduced AFP siRNA were assessed using a tumor xenotransplantation model. The effects of AFP on gene expression in HCC cell lines and human HCC specimens were examined. Exogenous AFP induced cell proliferation dose-dependently and inhibited apoptosis induced by 5-fluorouracil (5-FU) in all cell lines examined. AFP siRNA inhibited the proliferation of AFP-producing HCC cell lines and induced apoptosis in co-cultures with 5-FU. Tumor sizes in mice treated with AFP siRNA were significantly smaller than those in controls. AFP siRNA administration in mice induced a low proliferation index and a high apoptosis index in tumors. cDNA microarray analysis, reverse transcription-polymerase chain reaction (RT-PCR), and Western blot using HepG2 and HLE cells with AFP showed that AFP reduced expression of genes related to apoptosis (DFFB) and tumor suppression (NDRG2). Expression of these molecules was also suppressed in human HCC tissues that overexpress AFP. AFP is not only a passive tumor marker, but also an active tumor stimulator through several mechanisms. AFP siRNA introduction may be of possible therapeutic use for HCC. Keywords: Genetic modification
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Project description:Molecular phenotyping of biopsies affords opportunities for increased precision and improved disease classification to address the limitations of conventional histologic diagnostic systems. We applied archetypal analysis, an unsupervised method similar to cluster analysis, to microarray data from 1208 prospectively collected kidney transplant biopsies from 13 centers. Seven machine learning-generated cross-validated classifier scores per biopsy were used as input for the archetypal analysis. Six archetypes representing extreme phenotypes were generated: no rejection; T cell-mediated rejection (TCMR); three phenotypes associated with antibody-mediated rejection (ABMR) - early-stage, fully-developed, and late-stage; and mixed rejection (TCMR plus early-stage ABMR). Each biopsy was assigned six scores, one for each archetype, that together represent a probabilistic assessment of that biopsy based on its rejection-related molecular properties. Viewed as clusters, the archetypes were similar to existing histologic Banff categories, but there was 32% disagreement, much of it probably reflecting the “noise” in the current histologic assessment system. Graft survival was worst for fully-developed and late-stage ABMR and was better predicted by molecular archetype scores than histologic diagnoses. The results provide a system for precision molecular assessment of biopsies and a new standard for recalibrating conventional diagnostic systems. (ClinicalTrials.gov NTC1299168) We applied archetypal analysis, an unsupervised method similar to cluster analysis, to microarray data from 1208 prospectively collected kidney transplant biopsies from 13 centers. This dataset is part of the TransQST collection.
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Project description:Globally, hepatocellular carcinoma (HCC) accounts for 70-85% of primary liver cancers and ranks second in the leading cause of male cancer death. Serum alpha-fetoprotein (AFP), normally highly expressed in the liver only during fetal development, is reactivated in 60% of HCC tumors and associated with poor patient outcome. We hypothesize that AFP+ and AFP- tumors differ biologically. Using microarray-based global microRNA profiling in 223 HCC patients, we found that members of the miR-29 family were the most significantly (p<0.001) down-regulated miRNAs in AFP+ tumors. Consistent with miR-29's role in targeting DNA methyltransferase 3A (DNMT3A), a key enzyme regulating DNA methylation, we found a significant inverse correlation (p<0.001) between miR-29 and DNMT3A gene expression suggesting that they might be functionally antagonistic. Moreover, global DNA methylation array profiling reveals that AFP+ and AFP- HCC tumors have distinct global DNA methylation patterns and that increased DNA methylation is associated with AFP+ HCC. Interestingly, miR-29 family physiological expression is low in mouse embryonic livers but gradually increases after birth. This is in contrary to AFP expression, which dramatically decreases after birth. Experimentally, we demonstrated that increased AFP expression, or conditioned media from AFP expressing HCC cells, inhibits miR-29a expression in AFP- HCC cells. AFP also inhibited transcription of the miR-29a/b-1 locus and this effect is mediated through c-MYC binding to the miR-29a/b-1 promoter. Our findings indicate that tumor biology differs considerably between AFP+ HCC and AFP- HCC and that AFP is a functional antagonist of miR-29, which may contribute to global epigenetic alterations and poor prognosis in HCC. Illumina Human BeadChip Methylation microarrays were completed on 48 tumor HCC tissues.
2014-09-23 | E-GEOD-52018 | biostudies-arrayexpress
Project description:Globally, hepatocellular carcinoma (HCC) accounts for 70-85% of primary liver cancers and ranks second in the leading cause of male cancer death. Serum alpha-fetoprotein (AFP), normally highly expressed in the liver only during fetal development, is reactivated in 60% of HCC tumors and associated with poor patient outcome. We hypothesize that AFP+ and AFP- tumors differ biologically. Using microarray-based global microRNA profiling in 223 HCC patients, we found that members of the miR-29 family were the most significantly (p<0.001) down-regulated miRNAs in AFP+ tumors. Consistent with miR-29's role in targeting DNA methyltransferase 3A (DNMT3A), a key enzyme regulating DNA methylation, we found a significant inverse correlation (p<0.001) between miR-29 and DNMT3A gene expression suggesting that they might be functionally antagonistic. Moreover, global DNA methylation array profiling reveals that AFP+ and AFP- HCC tumors have distinct global DNA methylation patterns and that increased DNA methylation is associated with AFP+ HCC. Interestingly, miR-29 family physiological expression is low in mouse embryonic livers but gradually increases after birth. This is in contrary to AFP expression, which dramatically decreases after birth. Experimentally, we demonstrated that increased AFP expression, or conditioned media from AFP expressing HCC cells, inhibits miR-29a expression in AFP- HCC cells. AFP also inhibited transcription of the miR-29a/b-1 locus and this effect is mediated through c-MYC binding to the miR-29a/b-1 promoter. Our findings indicate that tumor biology differs considerably between AFP+ HCC and AFP- HCC and that AFP is a functional antagonist of miR-29, which may contribute to global epigenetic alterations and poor prognosis in HCC.
2014-09-23 | GSE52018 | GEO