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1.
J Hepatol ; 76(2): 343-352, 2022 02.
Article in English | MEDLINE | ID: mdl-34624411

ABSTRACT

BACKGROUND & AIMS: Microvascular invasion (MVI), a major risk factor for tumor recurrence after surgery in hepatocellular carcinoma (HCC), is only detectable by microscopic examination of the surgical specimen. We aimed to define a transcriptomic signature associated with MVI in HCC than can be applied to formalin-fixed paraffin-embedded (FFPE) biopsies for use in clinical practice. METHODS: To identify a gene expression signature related to MVI by using NanoString technology, we selected a set of 200 genes according to the literature and RNA-sequencing data obtained from a cohort of 150 frozen HCC samples previously published. We used 178 FFPE-archived HCC samples, including 109 surgical samples for the training set and 69 paired pre-operative biopsies for the validation set. In 14 cases of the training set, a paired biopsy was available and was also analyzed. RESULTS: We identified a 6-gene signature (ROS1, UGT2B7, FAS, ANGPTL7, GMNN, MKI67) strongly associated with MVI in the training set of FFPE surgical HCC samples, with 82% accuracy (sensitivity 82%, specificity 81%, AUC 0.82). The NanoString gene expression was highly correlated in 14 paired surgical/biopsy HCC samples (mean R: 0.97). In the validation set of 69 FFPE HCC biopsies, the 6-gene NanoString signature predicted MVI with 74% accuracy (sensitivity 73%, specificity 76%, AUC 0.74). Moreover, on multivariate analysis, the MVI signature was associated with overall survival in both sets (hazard ratio 2.29; 95% CI 1.03-5.07; p = 0.041). CONCLUSION: We defined a 6-gene signature that can accurately predict MVI in FFPE HCC biopsy samples, which is also associated with overall survival, although its survival impact must be confirmed by extensive study with further clinical data. LAY SUMMARY: Microvascular invasion, a major risk factor for tumor recurrence after surgery in hepatocellular carcinoma, is only detectable by microscopic examination of a surgical specimen. In this study, we defined a relevant surrogate signature of microvascular invasion in hepatocellular carcinoma that may be applied in clinical practice with routine tumor biopsy and integrated into the therapeutic strategy.


Subject(s)
Biopsy/statistics & numerical data , Carcinoma, Hepatocellular/blood , Carcinoma, Hepatocellular/pathology , Gene Expression/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Angiopoietin-Like Protein 7/analysis , Angiopoietin-Like Protein 7/blood , Angiopoietin-like Proteins/analysis , Angiopoietin-like Proteins/blood , Biomarkers/analysis , Biomarkers/blood , Biopsy/methods , Carcinoma, Hepatocellular/epidemiology , Cohort Studies , Female , France/epidemiology , Geminin/analysis , Geminin/blood , Gene Expression/physiology , Glucuronosyltransferase/analysis , Glucuronosyltransferase/blood , Humans , Ki-67 Antigen/analysis , Ki-67 Antigen/blood , Liver Neoplasms/blood , Liver Neoplasms/epidemiology , Liver Neoplasms/pathology , Male , Microvessels/physiopathology , Middle Aged , Protein-Tyrosine Kinases/analysis , Protein-Tyrosine Kinases/blood , Proto-Oncogene Proteins/analysis , Proto-Oncogene Proteins/blood , fas Receptor/analysis , fas Receptor/blood
2.
Virchows Arch ; 467(3): 319-27, 2015 Sep.
Article in English | MEDLINE | ID: mdl-26199132

ABSTRACT

Expression profile analysis of cell cycle biomarkers provides a powerful index of the proliferative state of tumors, which is linked to disease aggressiveness. We investigated the impact of the biomarkers of S-G2-M phases of cell cycle, Aurora kinase B (AURKB) and geminin (GMNN), on disease progression in neuroblastomas. The expression of AURKB and GMNN was studied by immunostaining 84 neuroblastomas. A proliferation index (PI) was obtained on scanned immunostained slides using image analysis software. The median PI was 8.5 % for AURKB- and 16.8 % for GMNN-stained slides with a high correlation between the two (r s = 0.72, P < 0.001). The PI for both markers was significantly higher in neuroblastomas from patients with unfavorable clinical (high-risk group, advanced stage, age ≥18 months at presentation, primary abdominal compared to extra-abdominal sites), biological (MYCN amplification, 1p deletion, 17q gain), and pathological (undifferentiated or poorly differentiated status, high mitosis-karyorrhexis index, [MKI], unfavorable histology) factors. Using Cox regression models, a higher-than-median AURKB and GMNN PI was associated with a significantly shorter overall survival (OS) and event-free survival (EFS) in univariable analysis. In multivariable analysis, a high AURKB PI was associated with significantly shorter OS and EFS, independent of MYCN amplification, and significantly shorter EFS, independent of MKI. High GMNN PI was also associated with significantly shorter OS and EFS after adjusting for MYCN amplification but failed to reach statistical significance after adjusting for MKI. Our study shows that in neuroblastomas, AURKB- or GMNN-based PI provides valuable prognostic information and high PI indicates aggressive disease.


Subject(s)
Aurora Kinase B/analysis , Geminin/analysis , Mitotic Index/methods , Neuroblastoma/pathology , Adolescent , Biomarkers, Tumor/analysis , Child , Child, Preschool , Female , Humans , Image Processing, Computer-Assisted , Immunohistochemistry , Infant , Infant, Newborn , Kaplan-Meier Estimate , Male , Neuroblastoma/mortality , Prognosis , Proportional Hazards Models
3.
J Clin Pathol ; 68(4): 274-82, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25595275

ABSTRACT

AIMS: To assess the expression of the following cell cycle regulatory proteins in primary metastatic breast carcinomas (MBCs) and on availability in matched distant metastases (DMs): Ki67, cyclin A, geminin and aurora-kinase A (aurkA); and to compare the expression of these markers in early MBC (EMBC) and late MBC separated into groups according to median time point on metastatic event occurred (28 months). METHODS: The expression of the above mentioned markers was analysed in a total of 47 primary MBCs and 59 DMs (out of which 37 were pairs) by immunohistochemistry. Fourteen breast carcinomas with no relapse over a 10-year follow-up period were utilised as control cases (CBC). RESULTS: Among the MBCs, 22 metastasised to the bone, 4 to the lung and 21 to the central nervous system (CNS). Geminin (p<0.001) and Ki67 (p=0.001) were increased in the MBCs while aurkA and cyclin A showed no difference when compared with CBCs. There were no differences between aurkA, cyclin A and geminin expression in MBCs and DMs in general. Expression of Ki67 was, however, elevated (p=0.027) in DMs. In CNS metastases all markers showed elevated expression as compared to MBCs. In bone metastases, geminin was lower (p<0.001) compared with primary MBCs. In the metastases of the lung, the evaluated markers did not show different expression. According to the median follow-up until the metastatic event, Ki67 was found to be significantly elevated in EMBC (p=0.018). CONCLUSIONS: Ki67 index and geminin distinguish a fraction of MBC with worse prognosis, showing increased levels in the latter in comparison to CBC being tumour-free over a 10-year follow-up period. Ki67 could possibly identify a group of MBCs that develop early DMs.


Subject(s)
Aurora Kinase A/analysis , Breast Neoplasms/enzymology , Breast Neoplasms/pathology , Carcinoma/enzymology , Carcinoma/secondary , Cell Proliferation , Cyclin A/analysis , Geminin/analysis , Ki-67 Antigen/analysis , Adult , Aged , Aged, 80 and over , Bone Neoplasms/enzymology , Bone Neoplasms/secondary , Breast Neoplasms/mortality , Breast Neoplasms/therapy , Carcinoma/mortality , Carcinoma/therapy , Central Nervous System Neoplasms/enzymology , Central Nervous System Neoplasms/secondary , Disease-Free Survival , Female , Humans , Hungary , Immunohistochemistry , Kaplan-Meier Estimate , Lung Neoplasms/enzymology , Lung Neoplasms/secondary , Middle Aged , Predictive Value of Tests , Retrospective Studies , Risk Factors , Time Factors , Tissue Array Analysis
4.
Methods Mol Biol ; 1170: 357-65, 2014.
Article in English | MEDLINE | ID: mdl-24906323

ABSTRACT

Numerous cell cycle-regulating proteins are controlled by protein degradation. Recent work shows that ubiquitination-dependent proteolysis plays an important role in once-per-cell cycle control of DNA replication. Cdt1 is a licensing factor essential for assembling the pre-replicative complex on replication origins. Cdt1 is present in G1 phase, but after S phase ubiquitin-mediated proteolysis maintains Cdt1 at low levels. This is important to prevent the re-replication of chromosomal DNA. The cell cycle-dependent degradation of Cdt1 can be monitored by dual staining of the cell nuclei with antibodies against Cdt1- and S/G2-phase marker proteins, such as cyclin A or geminin.


Subject(s)
Cell Cycle Proteins/analysis , Cell Cycle Proteins/metabolism , Cell Cycle , Microscopy, Fluorescence/methods , Proteolysis , Antibodies/analysis , Cyclin A/analysis , Cyclin A/metabolism , Geminin/analysis , Geminin/metabolism , HeLa Cells , Humans , Optical Imaging/methods , Ubiquitin/metabolism
5.
Br J Neurosurg ; 27(6): 752-8, 2013 Dec.
Article in English | MEDLINE | ID: mdl-23477614

ABSTRACT

OBJECTIVE: To investigate whether expression of regulatory components of the cell division cycle can be used independently to predict survival and response to adjuvant therapy in glioblastomas. METHOD: A tissue micro-array, constructed using glioblastomas (n = 66), was stained using antibodies against minichromosome maintenance protein-2 (Mcm-2), expressed throughout the cell-division cycle; geminin, a protein that prevents re-initiation of DNA replication; and cyclin A, an S-phase cyclin. A semi-quantitative labelling index (LI) was calculated using an average of 18 high-power fields (hpf) in three replicate cores. The patients were divided into two groups: Group 1 (n = 50) underwent surgery and radiotherapy with 24 patients receiving temozolomide, and Group 2 (n = 16) received surgical treatment only. RESULTS: The LIs (median +/- IQR) for Group 1 were as follows: Mcm-2, 36.7% (22.9%-51.8%); geminin, 7.8% (5.8%-10.5%); and cyclin A, 4.2% (2.4%-6.9%). Elevated LIs, higher than the median, for geminin and cyclin A correlated with prolonged survival when the tumours received adjuvant therapy (Kaplan-Meier curves, p = 0.0046 and p = 0.0063 for geminin and cyclin A, respectively). Linear regression analysis revealed positive correlations with survival for Mcm-2 (p = 0.0376), geminin (p = 0.0006) and cyclin A (p = 0.004). In Group 2, there was no relationship between the patient survival and the LI for any marker. CONCLUSIONS: Geminin and cyclin A, each show potential as independent prognostic markers in glioblastomas receiving adjuvant therapy. This may reflect the fact that both geminin and cyclin A estimate proliferating tumour cell subpopulations sensitive to radio/chemotherapy. These markers could provide valuable prognostic information, even in small biopsies, especially if combined with O(6)MGMT expression and 1p;19q deletion status.


Subject(s)
Brain Neoplasms/pathology , Cell Cycle/physiology , Cell Division/physiology , Glioblastoma/pathology , Aged , Antineoplastic Agents/therapeutic use , Biomarkers, Tumor , Biopsy , Brain Neoplasms/surgery , Cell Cycle Proteins/analysis , Chemoradiotherapy , Combined Modality Therapy , Cyclin A/analysis , Cyclin A/metabolism , Female , Geminin/analysis , Geminin/metabolism , Glioblastoma/surgery , Humans , Immunohistochemistry , Karnofsky Performance Status , Male , Microarray Analysis , Middle Aged , Minichromosome Maintenance Complex Component 2/analysis , Minichromosome Maintenance Complex Component 2/metabolism , Neoplasm Recurrence, Local/epidemiology , Neoplasm Recurrence, Local/pathology , Prognosis , S Phase/drug effects , Survival Analysis , Treatment Outcome
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