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1.
Sci Rep ; 12(1): 11027, 2022 06 30.
Article in English | MEDLINE | ID: mdl-35773268

ABSTRACT

Pancreatic ductal adenocarcinoma (PDAC) is categorized as the leading cause of cancer mortality worldwide. However, its predictive markers for long-term survival are not well known. It is interesting to delineate individual-specific perturbed genes when comparing long-term (LT) and short-term (ST) PDAC survivors and integrate individual- and group-based transcriptome profiling. Using a discovery cohort of 19 PDAC patients from CHU-Liège (Belgium), we first performed differential gene expression analysis comparing LT to ST survivor. Second, we adopted systems biology approaches to obtain clinically relevant gene modules. Third, we created individual-specific perturbation profiles. Furthermore, we used Degree-Aware disease gene prioritizing (DADA) method to develop PDAC disease modules; Network-based Integration of Multi-omics Data (NetICS) to integrate group-based and individual-specific perturbed genes in relation to PDAC LT survival. We identified 173 differentially expressed genes (DEGs) in ST and LT survivors and five modules (including 38 DEGs) showing associations to clinical traits. Validation of DEGs in the molecular lab suggested a role of REG4 and TSPAN8 in PDAC survival. Via NetICS and DADA, we identified various known oncogenes such as CUL1 and TGFB1. Our proposed analytic workflow shows the advantages of combining clinical and omics data as well as individual- and group-level transcriptome profiling.


Subject(s)
Carcinoma, Pancreatic Ductal , Pancreatic Neoplasms , Biomarkers, Tumor/genetics , Carcinoma, Pancreatic Ductal/pathology , Gene Expression Profiling/methods , Gene Expression Regulation, Neoplastic , Humans , Pancreatic Neoplasms/pathology , Tetraspanins/metabolism , Transcriptome , Pancreatic Neoplasms
2.
Front Oncol ; 12: 835581, 2022.
Article in English | MEDLINE | ID: mdl-35280729

ABSTRACT

Objective: The link between BRCA1 and homologous recombination deficiency (HRD) in cancer has gained importance with the emergence of new targeted cancer treatments, while the available data on the role of the gene in colorectal cancer (CRC) remain contradictory. The aim of this case series was to elucidate the role of known pathogenic BRCA1 variants in the development of early-onset CRC. Design: Patients were evaluated using targeted next generation sequencing, exome sequencing and chromosomal microarray analysis of the paired germline and tumor samples. These results were used to calculate the HRD score and the frequency of mutational signatures in the tumors. Results: Three patients with metastatic CRC were heterozygous for a previously known BRCA1 nonsense variant. All tumors showed remarkably high HRD scores, and the HRD-related signature 3 had the second highest contribution to the somatic pattern of variant accumulation in the samples (23% in 1 and 2, and 13% in sample 3). Conclusions: A BRCA1 germline pathogenic variant can be involved in CRC development through HRD. Thus, BRCA1 testing should be considered in young patients with a personal history of microsatellite stable CRC as this could further allow a personalized treatment approach.

3.
Int J Mol Sci ; 23(4)2022 Feb 18.
Article in English | MEDLINE | ID: mdl-35216372

ABSTRACT

Branched-chain amino acids (BCAA) are essential amino acids playing crucial roles in protein synthesis and brain neurotransmission. Branched-chain ketoacid dehydrogenase (BCKDH), the flux-generating step of BCAA catabolism, is tightly regulated by reversible phosphorylation of its E1α-subunit. BCKDK is the kinase responsible for the phosphorylation-mediated inactivation of BCKDH. In three siblings with severe developmental delays, microcephaly, autism spectrum disorder and epileptic encephalopathy, we identified a new homozygous in-frame deletion (c.999_1001delCAC; p.Thr334del) of BCKDK. Plasma and cerebrospinal fluid concentrations of BCAA were markedly reduced. Hyperactivity of BCKDH and over-consumption of BCAA were demonstrated by functional tests in cells transfected with the mutant BCKDK. Treatment with pharmacological doses of BCAA allowed the restoring of BCAA concentrations and greatly improved seizure control. Behavioral and developmental skills of the patients improved to a lesser extent. Importantly, a retrospective review of the newborn screening results allowed the identification of a strong decrease in BCAA concentrations on dried blood spots, suggesting that BCKDK is a new treatable metabolic disorder probably amenable to newborn screening programs.


Subject(s)
Amino Acids, Branched-Chain/genetics , Brain Diseases/genetics , Brain/pathology , Epilepsy, Generalized/genetics , Loss of Function Mutation/genetics , 3-Methyl-2-Oxobutanoate Dehydrogenase (Lipoamide)/genetics , Amino Acid Sequence , Autism Spectrum Disorder/genetics , Autism Spectrum Disorder/pathology , Brain Diseases/pathology , Cell Line , Female , HEK293 Cells , Humans , Male , Phosphorylation/genetics , Retrospective Studies
4.
Biomedicines ; 9(9)2021 Aug 26.
Article in English | MEDLINE | ID: mdl-34572273

ABSTRACT

The role of eosinophils, a cell type involved in the immune response to parasitic infections and allergies, has been investigated in different cancer types, in both tumor tissue and at the circulating level. Most studies showed a role mainly in conjunction with immunotherapy in melanomas and lung tumors, while few data are available in breast cancer. In this review, we summarize literature data on breast cancer, showing a prognostic role of circulating eosinophil counts as well as of the presence of tumor tissue infiltration by eosinophils. In particular, some studies showed an association between a higher circulating eosinophil count and a good prognosis, as well as an association with response to neoadjuvant chemotherapy in hormone receptor-negative/HER2-positive and in triple negative breast cancer. Several mechanistic studies have also been conducted in in vivo models, but the exact mechanism by which eosinophils act in the presence of breast cancer is still unknown. Further studies on this subject are desirable, in order to understand their role at the cellular level, identify related biomarkers and/or possibly search for new therapeutic targets.

5.
Sci Rep ; 11(1): 11698, 2021 06 03.
Article in English | MEDLINE | ID: mdl-34083680

ABSTRACT

Circulating microRNAs are non-invasive biomarkers that can be used for breast cancer diagnosis. However, differences in cancer tissue microRNA expression are observed in populations with different genetic/environmental backgrounds. This work aims at checking if a previously identified diagnostic circulating microRNA signature is efficient in other genetic and environmental contexts, and if a universal circulating signature might be possible. Two populations are used: women recruited in Belgium and Rwanda. Breast cancer patients and healthy controls were recruited in both populations (Belgium: 143 primary breast cancers and 136 healthy controls; Rwanda: 82 primary breast cancers and 73 healthy controls; Ntot = 434), and cohorts with matched age and cancer subtypes were compared. Plasmatic microRNA profiling was performed by RT-qPCR. Random Forest was used to (1) evaluate the performances of the previously described breast cancer diagnostic tool identified in Belgian-recruited cohorts on Rwandan-recruited cohorts and vice versa; (2) define new diagnostic signatures common to both recruitment sites; (3) define new diagnostic signatures efficient in the Rwandan population. None of the circulating microRNA signatures identified is accurate enough to be used as a diagnostic test in both populations. However, accurate circulating microRNA signatures can be found for each specific population, when taken separately.


Subject(s)
Biomarkers, Tumor/blood , Breast Neoplasms/blood , Circulating MicroRNA/blood , Adult , Aged , Breast Neoplasms/diagnosis , Female , Gene Expression Regulation, Neoplastic/genetics , Gene Expression Regulation, Neoplastic/physiology , Humans , Middle Aged
6.
Mol Genet Genomic Med ; 8(11): e1500, 2020 11.
Article in English | MEDLINE | ID: mdl-32959997

ABSTRACT

BACKGROUND: In Sub-Saharan Africa breast cancer is commonly detected at younger age and the profile is more aggressive with a high mortality rate compared to the European countries. It is suggested that African-specific genetic background plays a key role in this matter. The present study aimed at understanding the role of genetic factors in breast cancer development in young Rwandan. METHODS: We performed a massive parallel sequencing on Illumina MiSeq NGS system for the screening of 26 genes associated with hereditary breast cancer from 40 patients under 35 years old from two University Teaching Hospitals in Kigali, Rwanda. Sanger sequencing was used to confirm pathogenic and likely pathogenic mutations. RESULTS: Five patients out of 40 (12.5%) presented with pathogenic mutations including four patients (10%) carrying BRCA1 or BRCA2 pathogenic variants. One patient showed a missense likely pathogenic TP53 variant. We have also detected additional missense, intronic, and 3'UTR variants of unknown significance in all study participants. CONCLUSION: This preliminary study suggests that the frequency of germline mutations in young Rwandan patients with breast cancer is similar to the observations made in Caucasians. However, further large studies including patients and controls are needed to better understand the impact of genetic factors as well as the environmental risk factors in the development of breast cancer in young Rwandans.


Subject(s)
Breast Neoplasms/genetics , Germ-Line Mutation , 3' Untranslated Regions , Adult , BRCA1 Protein/genetics , BRCA2 Protein/genetics , Female , Humans , Rwanda , Tumor Suppressor Protein p53/genetics
7.
Oncoimmunology ; 9(1): 1761176, 2020 05 13.
Article in English | MEDLINE | ID: mdl-32923121

ABSTRACT

Background: Cancer outcome is associated with circulating immune cells, including eosinophils. Here we analyze the relative eosinophil count (REC) in different breast cancer subtypes. Methods: Stage I-III breast cancer patients were included in the study and classified as REC-high vs low (cutoff 1.5%) or relative lymphocyte count (RLC)-high vs low (cutoff 17.5%). The co-primary endpoints were the breast cancer-specific survival (BCSS) or the time to treatment failure (TTF) in the REC groups. Results: Overall 930 patients were included in the study. We observed a benefit for REC-high vs REC-low in TTF (HR 0.610, 95% CI 0.458-0.812), and in BCSS (HR 0.632, 95% CI 0.433-0.923). Similarly, we observed a better TTF (HR 0.421, 95% CI 0.262-0.677) and BCSS (HR 0.350, 95% CI 0.200-0.614) in RLC-high vs low. A lower relapse rate was observed in the REC-high vs REC-low group (17.1% vs 24.7%, p = 0.005), not confirmed in the multivariate analysis. A lower median REC at baseline and at relapse was observed compared to REC after surgery and during cancer-free follow-up (p < .0001). Conclusions: REC could be a new promising, affordable and accessible predictive and prognostic biomarker in all breast cancer subtypes.


Subject(s)
Breast Neoplasms , Adult , Aged , Aged, 80 and over , Breast Neoplasms/diagnosis , Humans , Middle Aged , Neoplasm Recurrence, Local/diagnosis , Prognosis
8.
Horm Cancer ; 11(5-6): 240-249, 2020 10.
Article in English | MEDLINE | ID: mdl-32772262

ABSTRACT

Breast cancer is a complex disease, and it is the most common cause of morbidity and mortality among women worldwide. In Sub-Saharan Africa, the clinical characteristics and tumor profiles of breast cancer are still unknown. In the present study we aimed to determine breast tumor profiles of the Rwandan patients in relation to age and tumor stages. We compare our findings to related results from other sub-Saharan Africa studies. Data on age at diagnosis, tumor stage, and hormonal profiles of 138 patients diagnosed between January 2015 and December 2018 were retrospectively retrieved from electronic medical records at three referral hospitals in Rwanda. We compared our results to related findings reported in other Sub-Saharan African countries. All statistical analyses were done using SPSS Inc., Chicago, IL, USA, version 20 and R software languages. The mean age at diagnosis was 49.7 years (SD = 13) and ranged from 17 to 86 years. The majority of patients (57.2%) were diagnosed before 50 years of age compared with 42.8% aged > 50 years. Tumor stage III was the commonest accounting for 62% followed by stage II with 24.8%. The distribution of breast tumor subtypes was ER-, PR-, HER2-: 37.7%; ER+, PR+, HER2-: 31.2%; ER-, PR-, HER2+: 14.5%; ER+, PR+, HER2+: 5.1%; and other subtypes represented 11.6%. There was no statistically significant difference in age and tumor stages between the molecular subtypes. Our findings revealed the predominance of hormonal negative tumors among Rwandan patients with breast cancer. Triple negative was found to be the most common breast tumor subtype regardless of age and tumor stage. Larger prospective studies could examine genetics and environmental factors that may play a role in the differences of tumor characteristics in Sub-Saharan populations.


Subject(s)
Breast Neoplasms/physiopathology , Adolescent , Adult , Age Factors , Aged , Aged, 80 and over , Breast Neoplasms/epidemiology , Female , Humans , Middle Aged , Neoplasm Staging , Prevalence , Rwanda , Young Adult
9.
Clin Genet ; 98(2): 126-137, 2020 08.
Article in English | MEDLINE | ID: mdl-32378186

ABSTRACT

Congenital uterine anomalies (CUA) may have major impacts on the health and social well-being of affected individuals. Their expressivity is variable, with the most severe end of the spectrum being the absence of any fully or unilaterally developed uterus (aplastic uterus), which is a major feature in Mayer-Rokitansky-Kuster-Hauser syndrome (MRKH). So far, etiologies of CUA remain largely unknown. As reports of familial occurrences argue for strong genetic contributors in some cases, we performed whole exome sequencing in nine multiplex families with recurrence of uterine and kidney malformations, a condition called hereditary urogenital adysplasia. Heterozygous likely causative variants in the gene GREB1L were identified in four of these families, confirming GREB1L as an important gene for proper uterine and kidney development. The apparent mode of inheritance was autosomal dominant with incomplete penetrance. The four families included fetuses with uterovaginal aplasia and bilateral renal agenesis, highlighting the importance to investigate GREB1L in such phenotypes. Subsequent sequencing of the gene in a cohort of 68 individuals with MRKH syndrome or uterine malformation (mostly sporadic cases) identified six additional variants of unknown significance. We therefore conclude that heterozygous GREB1L variants contribute to MRKH syndrome and this probably requires additional genetic or environmental factors for full penetrance.


Subject(s)
46, XX Disorders of Sex Development/genetics , Abnormalities, Multiple/genetics , Congenital Abnormalities/genetics , Kidney/abnormalities , Mullerian Ducts/abnormalities , Neoplasm Proteins/genetics , Uterus/abnormalities , 46, XX Disorders of Sex Development/pathology , Abnormalities, Multiple/pathology , Adult , Cohort Studies , Congenital Abnormalities/pathology , Female , Fetus/abnormalities , Fetus/pathology , Genetic Predisposition to Disease , Humans , Kidney/metabolism , Kidney/pathology , Male , Mullerian Ducts/pathology , Penetrance , Uterus/pathology , Exome Sequencing
10.
J Transl Med ; 17(1): 239, 2019 07 23.
Article in English | MEDLINE | ID: mdl-31337401

ABSTRACT

BACKGROUND: Indoleamine 2,3-dioxygenase catalyzes the conversion of tryptophan to kynurenine, an immunosuppressive metabolite involved in T regulatory cell differentiation. Indoleamine 2,3-dioxygenase is expressed in many cancer types, including breast cancer. Here, we analyze kynurenine and tryptophan and their ratio in breast cancer patients and healthy controls. METHODS: Breast cancer patients and healthy controls were prospectively enrolled in our study. All subjects underwent blood sample withdrawal at diagnosis or on the day of screening mammography for the healthy controls. Plasmatic kynurenine and tryptophan were determined on a TQ5500 tandem mass spectrometer after chromatographic separation. RESULTS: We enrolled 146 healthy controls and 202 women with stages I-III breast cancer of all subtypes. All patients underwent surgery, 126 underwent neoadjuvant chemotherapy with 43 showing a pathological complete response, and 43 underwent adjuvant chemotherapy. We observed significantly higher plasmatic kynurenine, tryptophan and their ratio for the healthy controls compared to patients with breast cancer. We observed a lower plasmatic tryptophan and a higher kynurenine/tryptophan ratio in hormone receptor-negative patients compared to hormone receptor-positive cancers. Lobular cancers showed a lower ratio than any other histologies. Advanced cancers were associated with a lower tryptophan level and higher grades with an increased kynurenine/tryptophan ratio. Pathological complete response was associated with higher kynurenine values. The plasmatic kynurenine, tryptophan and kynurenine/tryptophan ratios were not predictive of survival. CONCLUSIONS: The plasmatic kynurenine, tryptophan and kynurenine/tryptophan ratio could differentiate breast cancer patients from healthy controls. The Kyn/Trp ratio and Trp also showed different values according to hormone receptor status, TNM stage, T grade and histology. These results suggest a rapid metabolism in breast cancer, but no associations with outcome or sensitivity to chemotherapy were observed.


Subject(s)
Antineoplastic Agents/therapeutic use , Breast Neoplasms/drug therapy , Breast Neoplasms/metabolism , Tryptophan/metabolism , Adult , Aged , Aged, 80 and over , Case-Control Studies , Cell Differentiation , Chemotherapy, Adjuvant , Female , Humans , Immunosuppressive Agents/therapeutic use , Indoleamine-Pyrrole 2,3,-Dioxygenase/metabolism , Kaplan-Meier Estimate , Kynurenine/blood , Kynurenine/metabolism , Middle Aged , Proportional Hazards Models , Prospective Studies , T-Lymphocytes/cytology , Tandem Mass Spectrometry , Treatment Outcome , Tryptophan/blood
11.
Oncotarget ; 9(72): 33719-33733, 2018 Sep 14.
Article in English | MEDLINE | ID: mdl-30263098

ABSTRACT

In current clinical practices, up to 27% of all breast cancer patients receive neoadjuvant chemotherapy. High pathological complete response rate is frequently associated with tumor-infiltrating lymphocytes. Additionally, circulating immune cells are also often linked to chemotherapy response. We performed a retrospective analysis on a cohort of 112 breast cancer patients (79 triple-negative, 33 hormone receptor-negative/HER2-positive) treated with standard neoadjuvant chemotherapy. Eosinophil and lymphocyte counts were collected from whole blood at baseline and during follow-ups and their associations with pathological complete response, relapse, disease-free and breast cancer-specific survival were analyzed. We observed a higher pathological complete response rate in patients who presented at baseline a relative eosinophil count ≥ 1.5% (55.6%) than in those with a relative eosinophil count < 1.5% (36.2%)(p = 0.04). An improvement in breast cancer-specific survival in patients with high relative eosinophil count (p = 0.05; HR = 0.336; 95% CI = 0.107-1.058) or with high relative lymphocyte count (threshold = 17.5%, p = 0.01; HR = 0.217; 95% CI = 0.060-0.783) were also observed. Upon combining the two parameters into the eosinophil x lymphocyte product with a threshold at 35.8, associations with pathological complete response (p = 0.002), relapse (p = 0.028), disease-free survival (p = 0.012) and breast cancer-specific survival (p = 0.001) were also recorded. In conclusion, the relative eosinophil count and eosinophil x lymphocyte product could be promising, affordable and accessible new biomarkers that are predictive for neoadjuvant chemotherapy response and prognostic for longer survival in triple-negative and hormone receptors-negative/HER2-positive breast cancers. Confirmation of these results in a larger patient population is needed.

12.
Oncotarget ; 9(12): 10665-10680, 2018 Feb 13.
Article in English | MEDLINE | ID: mdl-29535834

ABSTRACT

The identification of diagnostic and prognostic biomarkers from early lesions, measurable in liquid biopsies remains a major challenge, particularly in oncology. Fresh human material of high quality is required for biomarker discovery but is often not available when it is totally required for clinical pathology investigation. Hence, all OMICs studies are done on residual and less clinically relevant biological samples. Here after, we present an innovative, simple, and non-destructive, procedure named EXPEL that uses rapid, pressure-assisted, interstitial fluid extrusion, preserving the specimen for full routine clinical pathology investigation. In the meantime, the technique allows a comprehensive OMICs analysis (proteins, metabolites, miRNAs and DNA). As proof of concept, we have applied EXPEL on freshly collected human colorectal cancer and liver metastases tissues. We demonstrate that the procedure efficiently allows the extraction, within a few minutes, of a wide variety of biomolecules holding diagnostic and prognostic potential while keeping both tissue morphology and antigenicity unaltered. Our method enables, for the first time, both clinicians and scientists to explore identical clinical material regardless of its origin and size, which has a major positive impact on translation to the clinic.

13.
Int J Mol Sci ; 19(1)2018 Jan 02.
Article in English | MEDLINE | ID: mdl-29301303

ABSTRACT

Natural antisense transcripts are RNA sequences that can be transcribed from both DNA strands at the same locus but in the opposite direction from the gene transcript. Because strand-specific high-throughput sequencing of the antisense transcriptome has only been available for less than a decade, many natural antisense transcripts were first described as long non-coding RNAs. Although the precise biological roles of natural antisense transcripts are not known yet, an increasing number of studies report their implication in gene expression regulation. Their expression levels are altered in many physiological and pathological conditions, including breast cancers. Among the potential clinical utilities of the natural antisense transcripts, the non-coding|coding transcript pairs are of high interest for treatment. Indeed, these pairs can be targeted by antisense oligonucleotides to specifically tune the expression of the coding-gene. Here, we describe the current knowledge about natural antisense transcripts, their varying molecular mechanisms as gene expression regulators, and their potential as prognostic or predictive biomarkers in breast cancers.


Subject(s)
Breast Neoplasms/genetics , RNA, Antisense/metabolism , Biomarkers, Tumor/metabolism , Female , Humans , Models, Genetic , RNA, Antisense/chemistry , Transcription, Genetic
14.
BMC Cancer ; 18(1): 102, 2018 01 29.
Article in English | MEDLINE | ID: mdl-29378531

ABSTRACT

BACKGROUND: Over time, the chance of cure after the diagnosis of breast cancer has been increasing, as a consequence of earlier diagnosis, improved diagnostic procedures and more effective treatment options. However, oncologists are concerned by the risk of long term treatment side effects, including congestive heart failure (CHF). METHODS: In this study, we evaluated innovative circulating cardiac biomarkers during and after anthracycline-based neoadjuvant chemotherapy (NAC) in breast cancer patients. Levels of cardiac-specific troponins T (cTnT), N-terminal natriuretic peptides (NT-proBNP), soluble ST2 (sST2) and 10 circulating microRNAs (miRNAs) were measured. RESULTS: Under chemotherapy, we observed an elevation of cTnT and NT-proBNP levels, but also the upregulation of sST2 and of 4 CHF-related miRNAs (miR-126-3p, miR-199a-3p, miR-423-5p, miR-34a-5p). The elevations of cTnT, NT-proBNP, sST2 and CHF-related miRNAs were poorly correlated, suggesting that these molecules could provide different information. CONCLUSIONS: Circulating miRNA and sST2 are potential biomarkers of the chemotherapy-related cardiac dysfunction (CRCD). Nevertheless, further studies and long-term follow-up are needed in order to evaluate if these new markers may help to predict CRCD and to identify the patients at risk to later develop CHF.


Subject(s)
Anthracyclines/adverse effects , Breast Neoplasms/drug therapy , Heart Failure/blood , Interleukin-1 Receptor-Like 1 Protein/blood , Adult , Aged , Anthracyclines/administration & dosage , Biomarkers, Pharmacological/blood , Biomarkers, Tumor/blood , Breast Neoplasms/blood , Breast Neoplasms/pathology , Female , Heart Failure/chemically induced , Heart Failure/pathology , Humans , Male , MicroRNAs/blood , Middle Aged , Natriuretic Peptide, Brain/blood , Neoplastic Cells, Circulating/metabolism , Peptide Fragments/blood , Troponin T/blood
15.
Sci Rep ; 7(1): 17452, 2017 12 12.
Article in English | MEDLINE | ID: mdl-29234122

ABSTRACT

Non-coding RNAs (ncRNA) represent 1/5 of the mammalian transcript number, and 90% of the genome length is transcribed. Many ncRNAs play a role in cancer. Among them, non-coding natural antisense transcripts (ncNAT) are RNA sequences that are complementary and overlapping to those of either protein-coding (PCT) or non-coding transcripts. Several ncNATs were described as regulating protein coding gene expression on the same loci, and they are expected to act more frequently in cis compared to other ncRNAs that commonly function in trans. In this work, 22 breast cancers expressing estrogen receptors and their paired adjacent non-malignant tissues were analyzed by strand-specific RNA sequencing. To highlight ncNATs potentially playing a role in protein coding gene regulations that occur in breast cancer, three different data analysis methods were used: differential expression analysis of ncNATs between tumor and non-malignant tissues, differential correlation analysis of paired ncNAT/PCT between tumor and non-malignant tissues, and ncNAT/PCT read count ratio variation between tumor and non-malignant tissues. Each of these methods yielded lists of ncNAT/PCT pairs that were enriched in survival-associated genes. This work highlights ncNAT lists that display potential to affect the expression of protein-coding genes involved in breast cancer pathology.


Subject(s)
Breast Neoplasms/metabolism , RNA, Antisense/metabolism , RNA, Untranslated/metabolism , Transcriptome , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Breast Neoplasms/genetics , Breast Neoplasms/mortality , Female , Gene Expression Profiling/methods , Humans , Middle Aged , Receptor, ErbB-2/genetics , Receptor, ErbB-2/metabolism , Receptors, Estrogen/genetics , Receptors, Estrogen/metabolism , Retrospective Studies , Sequence Analysis, RNA , Survival Analysis
16.
Genes Chromosomes Cancer ; 56(1): 18-27, 2017 01.
Article in English | MEDLINE | ID: mdl-27454822

ABSTRACT

The genomic profile of multiple myeloma (MM) has prognostic value by dividing patients into a good prognosis hyperdiploid group and a bad prognosis nonhyperdiploid group with a higher incidence of IGH translocations. This classification, however, is inadequate and many other parameters like mutations, epigenetic modifications, and genomic heterogeneity may influence the prognosis. We performed a genomic study by array-based comparative genomic hybridization on a cohort of 162 patients to evaluate the frequency of genomic gains and losses. We identified a high frequency of X chromosome alterations leading to partial Xq duplication, often associated with inactive X (Xi) deletion in female patients. This partial X duplication could be a cytogenetic marker of aneuploidy as it is correlated with a high number of chromosomal breakages. Patient with high level of chromosomal breakage had reduced survival regardless the region implicated. A higher transcriptional level was shown for genes with potential implication in cancer and located in this altered region. Among these genes, IKBKG and IRAK1 are members of the NFKB pathway which plays an important role in MM and is a target for specific treatments. © 2016 Wiley Periodicals, Inc.


Subject(s)
Biomarkers, Tumor/genetics , Chromosome Aberrations , Chromosomes, Human, X/genetics , Genomics/methods , Multiple Myeloma/genetics , Adult , Aged , Aged, 80 and over , Comparative Genomic Hybridization , Female , Follow-Up Studies , Humans , In Situ Hybridization, Fluorescence , Male , Middle Aged , Neoplasm Staging , Prognosis , Prospective Studies , Survival Rate
17.
Genet Epidemiol ; 41(1): 35-40, 2017 Jan.
Article in English | MEDLINE | ID: mdl-27862228

ABSTRACT

An increasing number of bioinformatic tools designed to detect CNVs (copy number variants) in tumor samples based on paired exome data where a matched healthy tissue constitutes the reference have been published in the recent years. The idea of using a pool of unrelated healthy DNA as reference has previously been formulated but not thoroughly validated. As of today, the gold standard for CNV calling is still aCGH but there is an increasing interest in detecting CNVs by exome sequencing. We propose to design a metric allowing the comparison of two CNV profiles, independently of the technique used and assessed the validity of using a pool of unrelated healthy DNA instead of a matched healthy tissue as reference in exome-based CNV detection. We compared the CNV profiles obtained with three different approaches (aCGH, exome sequencing with a matched healthy tissue as reference, exome sequencing with a pool of eight unrelated healthy tissue as reference) on three multiple myeloma samples. We show that the usual analyses performed to compare CNV profiles (deletion/amplification ratios and CNV size distribution) lack in precision when confronted with low LRR values, as they only consider the binary status of each CNV. We show that the metric-based distance constitutes a more accurate comparison of two CNV profiles. Based on these analyses, we conclude that a reliable picture of CNV alterations in multiple myeloma samples can be obtained from whole-exome sequencing in the absence of a matched healthy sample.


Subject(s)
Bone Marrow/metabolism , Computational Biology , DNA Copy Number Variations/genetics , Exome/genetics , Multiple Myeloma/genetics , Algorithms , Case-Control Studies , Humans , Reference Standards
18.
Adv Exp Med Biol ; 937: 53-69, 2016.
Article in English | MEDLINE | ID: mdl-27573894

ABSTRACT

Colorectal cancers (CRC) are known to be related to inflammatory conditions, and inflammatory bowel diseases increase the relative risk for developing CRC. The use of anti-inflammatory drugs prevents the development of colorectal cancer.Several molecular mediators are connecting the pathways that are involved in inflammatory conditions and in carcinogenesis. By the way these pathways are tightly interwoven, with the consequence that a deregulation at the level of any of these molecular mediators can affect the others.MiRNAs are demonstrated to be deregulated in inflammatory bowel diseases and in colorectal cancer. Moreover, they target several molecular mediators that connect inflammation to cancer, and they are thus implicated in the route from inflammation to colorectal cancer.This chapter will focus on the miRNAs that are jointly deregulated in inflammatory bowel disease and in colorectal cancer. Their role on the regulation of the molecular mediators and pathways that link inflammation to cancer will be described.


Subject(s)
Colorectal Neoplasms/genetics , MicroRNAs/genetics , RNA, Neoplasm/genetics , Anti-Inflammatory Agents/therapeutic use , Carcinogenesis , Colorectal Neoplasms/etiology , Colorectal Neoplasms/pathology , Colorectal Neoplasms/prevention & control , Cytokines/physiology , DNA Damage , Disease Susceptibility , Gene Expression Regulation, Neoplastic , Humans , Inflammation , Intercellular Signaling Peptides and Proteins/physiology , Neoplasm Proteins/physiology , Oxidative Stress , Signal Transduction , Transcription Factors/physiology
19.
Oncotarget ; 7(5): 5416-28, 2016 Feb 02.
Article in English | MEDLINE | ID: mdl-26734993

ABSTRACT

Circulating microRNAs (miRNAs) are increasingly recognized as powerful biomarkers in several pathologies, including breast cancer. Here, their plasmatic levels were measured to be used as an alternative screening procedure to mammography for breast cancer diagnosis.A plasma miRNA profile was determined by RT-qPCR in a cohort of 378 women. A diagnostic model was designed based on the expression of 8 miRNAs measured first in a profiling cohort composed of 41 primary breast cancers and 45 controls, and further validated in diverse cohorts composed of 108 primary breast cancers, 88 controls, 35 breast cancers in remission, 31 metastatic breast cancers and 30 gynecologic tumors.A receiver operating characteristic curve derived from the 8-miRNA random forest based diagnostic tool exhibited an area under the curve of 0.81. The accuracy of the diagnostic tool remained unchanged considering age and tumor stage. The miRNA signature correctly identified patients with metastatic breast cancer. The use of the classification model on cohorts of patients with breast cancers in remission and with gynecologic cancers yielded prediction distributions similar to that of the control group.Using a multivariate supervised learning method and a set of 8 circulating miRNAs, we designed an accurate, minimally invasive screening tool for breast cancer.


Subject(s)
Biomarkers, Tumor/genetics , Breast Neoplasms/genetics , Carcinoma, Ductal, Breast/genetics , Carcinoma, Lobular/genetics , Early Detection of Cancer , MicroRNAs/genetics , Adult , Aged , Aged, 80 and over , Breast Neoplasms/blood , Breast Neoplasms/pathology , Carcinoma, Ductal, Breast/blood , Carcinoma, Ductal, Breast/secondary , Carcinoma, Lobular/blood , Carcinoma, Lobular/secondary , Case-Control Studies , Cohort Studies , Female , Follow-Up Studies , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Humans , Lymphatic Metastasis , Middle Aged , Neoplasm Invasiveness , Neoplasm Staging , Oligonucleotide Array Sequence Analysis , Prognosis , RNA, Messenger/genetics , ROC Curve , Real-Time Polymerase Chain Reaction , Receptor, ErbB-2/metabolism , Receptors, Estrogen/metabolism , Receptors, Progesterone/metabolism , Reverse Transcriptase Polymerase Chain Reaction
20.
BMC Cancer ; 15: 755, 2015 Oct 21.
Article in English | MEDLINE | ID: mdl-26490435

ABSTRACT

BACKGROUND: The BRCA1 gene plays a key role in triple negative breast cancers (TNBCs), in which its expression can be lost by multiple mechanisms: germinal mutation followed by deletion of the second allele; negative regulation by promoter methylation; or miRNA-mediated silencing. This study aimed to establish a correlation among the BRCA1-related molecular parameters, tumor characteristics and clinical follow-up of patients to find new prognostic factors. METHODS: BRCA1 protein and mRNA expression was quantified in situ in the TNBCs of 69 patients. BRCA1 promoter methylation status was checked, as well as cytokeratin 5/6 expression. Maintenance of expressed BRCA1 protein interaction with BARD1 was quantified, as a marker of BRCA1 functionality, and the tumor expression profiles of 27 microRNAs were determined. RESULTS: miR-548c-5p was emphasized as a new independent prognostic factor in TNBC. A combination of the tumoral expression of miR-548c and three other known prognostic parameters (tumor size, lymph node invasion and CK 5/6 expression status) allowed for relapse prediction by logistic regression with an area under the curve (AUC) = 0.96. BRCA1 mRNA and protein in situ expression, as well as the amount of BRCA1 ligated to BARD1 in the tumor, lacked any associations with patient outcomes, likely due to high intratumoral heterogeneity, and thus could not be used for clinical purposes. CONCLUSIONS: In situ BRCA1-related expression parameters could be used for clinical purposes at the time of diagnosis. In contrast, miR-548c-5p showed a promising potential as a prognostic factor in TNBC.


Subject(s)
BRCA1 Protein/biosynthesis , MicroRNAs/biosynthesis , Neoplasm Recurrence, Local/genetics , Triple Negative Breast Neoplasms/genetics , Adult , Aged , Aged, 80 and over , BRCA1 Protein/genetics , DNA Methylation , Female , Gene Expression Regulation, Neoplastic , Humans , Lymph Nodes/pathology , Lymphatic Metastasis , MicroRNAs/genetics , Middle Aged , Mutation , Neoplasm Recurrence, Local/pathology , Prognosis , Promoter Regions, Genetic , RNA, Messenger/biosynthesis , Triple Negative Breast Neoplasms/pathology
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