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1.
Med ; 4(10): 710-727.e5, 2023 10 13.
Article in English | MEDLINE | ID: mdl-37572657

ABSTRACT

BACKGROUND: Immunotherapy is effective, but current biomarkers for patient selection have proven modest sensitivity. Here, we developed VIGex, an optimized gene signature based on the expression level of 12 genes involved in immune response with RNA sequencing. METHODS: We implemented VIGex using the nCounter platform (Nanostring) on a large clinical cohort encompassing 909 tumor samples across 45 tumor types. VIGex was developed as a continuous variable, with cutoffs selected to detect three main categories (hot, intermediate-cold and cold) based on the different inflammatory status of the tumor microenvironment. FINDINGS: Hot tumors had the highest VIGex scores and exhibited an increased abundance of tumor-infiltrating lymphocytes as compared with the intermediate-cold and cold. VIGex scores varied depending on tumor origin and anatomic site of metastases, with liver metastases showing an immunosuppressive tumor microenvironment. The predictive power of VIGex-Hot was observed in a cohort of 98 refractory solid tumor from patients treated in early-phase immunotherapy trials and its clinical performance was confirmed through an extensive metanalysis across 13 clinically annotated gene expression datasets from 877 patients treated with immunotherapy agents. Last, we generated a pan-cancer biomarker platform that integrates VIGex categories with the expression levels of immunotherapy targets under development in early-phase clinical trials. CONCLUSIONS: Our results support the clinical utility of VIGex as a tool to aid clinicians for patient selection and personalized immunotherapy interventions. FUNDING: BBVA Foundation; 202-2021 Division of Medical Oncology and Hematology Fellowship award; Princess Margaret Cancer Center.


Subject(s)
Neoplasms , Humans , Neoplasms/genetics , Neoplasms/therapy , Immunotherapy/methods , Lymphocytes, Tumor-Infiltrating/metabolism , Immunologic Factors/metabolism , Immunologic Factors/therapeutic use , Medical Oncology , Tumor Microenvironment/genetics
2.
PLoS One ; 9(6): e97746, 2014.
Article in English | MEDLINE | ID: mdl-24914684

ABSTRACT

INTRODUCTION: Spermatogenesis is a highly complex process involving several thousand genes, only a minority of which have been studied in infertile men. In a previous study, we identified a number of Copy Number Variants (CNVs) by high-resolution array-Comparative Genomic Hybridization (a-CGH) analysis of the X chromosome, including 16 patient-specific X chromosome-linked gains. Of these, five gains (DUP1A, DUP5, DUP20, DUP26 and DUP40) were selected for further analysis to evaluate their clinical significance. MATERIALS AND METHODS: The copy number state of the five selected loci was analyzed by quantitative-PCR on a total of 276 idiopathic infertile patients and 327 controls in a conventional case-control setting (199 subjects belonged to the previous a-CGH study). For one interesting locus (intersecting DUP1A) additional 338 subjects were analyzed. RESULTS AND DISCUSSION: All gains were confirmed as patient-specific and the difference in duplication load between patients and controls is significant (p = 1.65 × 10(-4)). Two of the CNVs are private variants, whereas 3 are found recurrently in patients and none of the controls. These CNVs include, or are in close proximity to, genes with testis-specific expression. DUP1A, mapping to the PAR1, is found at the highest frequency (1.4%) that was significantly different from controls (0%) (p = 0.047 after Bonferroni correction). Two mechanisms are proposed by which DUP1A may cause spermatogenic failure: i) by affecting the correct regulation of a gene with potential role in spermatogenesis; ii) by disturbing recombination between PAR1 regions during meiosis. This study allowed the identification of novel spermatogenesis candidate genes linked to the 5 CNVs and the discovery of the first recurrent, X-linked gain with potential clinical relevance.


Subject(s)
Chromosomes, Human, X/genetics , DNA Copy Number Variations , Gene Duplication , Infertility, Male/genetics , Case-Control Studies , Humans , Male
3.
Eur J Hum Genet ; 22(6): 754-61, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24193344

ABSTRACT

AZF microdeletion screening is routinely performed in the diagnostic work-up for male infertility; however, some issues remain debated. In this study, we provide insights into the sperm concentration cutoff value for routine testing, the predictive value of AZFc deletion for testicular sperm retrieval and the Y-background contribution to the interpopulation variability of deletion frequencies. In the Spanish population, partial AZFc rearrangements have been poorly explored and no data exist on partial duplications. In our study, 27/806 (3.3%) patients carried complete AZF deletions. All were azoo/cryptozoospermic, except for one whose sperm concentration was 2 × 10(6)/ml. In AZFc-deleted men, we observed a lower sperm recovery rate upon conventional TESE (9.1%) compared with the literature (60-80% with microTESE). Haplogroup E was the most represented among non-Spanish and hgr P among Spanish AZF deletion carriers. The analysis of AZFc partial rearrangements included 330 idiopathic infertile patients and 385 controls of Spanish origin. Gr/gr deletion, but not AZFc partial duplications, was significantly associated with spermatogenic impairment. Our data integrated with the literature suggest that: (1) routine AZF microdeletion testing could eventually include only men with ≤2 × 10(6)/ml; (2) classical TESE is associated with low sperm recovery rate in azoospermic AZFc-deleted men, and therefore microTESE should be preferred; (3) Y background could partially explain the differences in deletion frequencies among populations. Finally, our data on gr/gr deletion further support the inclusion of this genetic test in the work-up of infertile men, whereas partial AZFc duplications do not represent a risk for spermatogenic failure in the Spanish population.


Subject(s)
Chromosomes, Human, Y/genetics , DNA Copy Number Variations , Genetic Testing/methods , Infertility, Male/diagnosis , Infertility, Male/genetics , Chromosome Deletion , Genetic Loci/genetics , Genotype , Haplotypes , Humans , Karyotype , Male , Oligospermia/genetics , Phenotype , Spain , Sperm Count , Spermatogenesis/genetics
4.
PLoS One ; 7(10): e44887, 2012.
Article in English | MEDLINE | ID: mdl-23056185

ABSTRACT

CONTEXT: The role of CNVs in male infertility is poorly defined, and only those linked to the Y chromosome have been the object of extensive research. Although it has been predicted that the X chromosome is also enriched in spermatogenesis genes, no clinically relevant gene mutations have been identified so far. OBJECTIVES: In order to advance our understanding of the role of X-linked genetic factors in male infertility, we applied high resolution X chromosome specific array-CGH in 199 men with different sperm count followed by the analysis of selected, patient-specific deletions in large groups of cases and normozoospermic controls. RESULTS: We identified 73 CNVs, among which 55 are novel, providing the largest collection of X-linked CNVs in relation to spermatogenesis. We found 12 patient-specific deletions with potential clinical implication. Cancer Testis Antigen gene family members were the most frequently affected genes, and represent new genetic targets in relationship with altered spermatogenesis. One of the most relevant findings of our study is the significantly higher global burden of deletions in patients compared to controls due to an excessive rate of deletions/person (0.57 versus 0.21, respectively; p = 8.785×10(-6)) and to a higher mean sequence loss/person (11.79 Kb and 8.13 Kb, respectively; p = 3.435×10(-4)). CONCLUSIONS: By the analysis of the X chromosome at the highest resolution available to date, in a large group of subjects with known sperm count we observed a deletion burden in relation to spermatogenic impairment and the lack of highly recurrent deletions on the X chromosome. We identified a number of potentially important patient-specific CNVs and candidate spermatogenesis genes, which represent novel targets for future investigations.


Subject(s)
Chromosomes, Human, X/genetics , Comparative Genomic Hybridization/methods , DNA Copy Number Variations , Infertility, Male/genetics , Azoospermia/genetics , Case-Control Studies , Chromosome Deletion , DNA/analysis , DNA/genetics , Humans , Infertility, Male/pathology , Male , Oligospermia/genetics , Phenotype , Polymerase Chain Reaction , Semen/metabolism , Sperm Count , Spermatogenesis/genetics , Testis/metabolism , Testis/pathology
5.
Fertil Steril ; 95(1): 369-71, 371.e1-2, 2011 Jan.
Article in English | MEDLINE | ID: mdl-20887985

ABSTRACT

The ESR1 promoter microsatellite (TA)n was reported as a potential functional polymorphism. In a case-control study, we were unable to demonstrate any association between (TA)n and nonsyndromic cryptorchidism in Italian and Spanish study populations.


Subject(s)
Cryptorchidism/genetics , Estrogen Receptor alpha/genetics , Polymorphism, Genetic/genetics , Promoter Regions, Genetic/genetics , Adult , Child , Gene Frequency , Genotype , Humans , Italy , Male , Spain
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