16 research outputs found
Different phenotypic outcome due to site-specific phosphorylation in the cancer-associated NQO1 enzyme studied by phosphomimetic mutations
Protein phosphorylation is a common phenomenon in human flavoproteins although the functional consequences of this site-specific modification are largely unknown. Here, we evaluated the effects of site-specific
phosphorylation (using phosphomimetic mutations at sites S40, S82 and T128) on multiple functional aspects
as well as in the structural stability of the antioxidant and disease-associated human flavoprotein NQO1 using
biophysical and biochemical methods. In vitro biophysical studies revealed effects of phosphorylation at different
sites such as decreased binding affinity for FAD and structural stability of its binding site (S82), conformational
stability (S40 and S82) and reduced catalytic efficiency and functional cooperativity (T128). Local stability
measurements by H/D exchange in different ligation states provided structural insight into these effects.
Transfection of eukaryotic cells showed that phosphorylation at sites S40 and S82 may reduce steady-levels of
NQO1 protein by enhanced proteasome-induced degradation. We show that site-specific phosphorylation of
human NQO1 may cause pleiotropic and counterintuitive effects on this multifunctional protein with potential
implications for its relationships with human disease. Our approach allows to establish relationships between
site-specific phosphorylation, functional and structural stability effects in vitro and inside cells paving the way for
more detailed analyses of phosphorylation at the flavoproteome scaleDepartamento de Química-Fisica.
Financiación: ERDF/Spanish Ministry of
Science, Innovation and Universities—State Research Agency (Grant
RTI2018-096246-B-I00), Consejería de Economía, Conocimiento,
Empresas y Universidad, Junta de Andalucía (Grant P18-RT-2413) and
ERDF/Counseling of Economic transformation, Industry, Knowledge
and Universities, Junta de Andalucía (Grant B-BIO-84-UGR20), MCIN/AEI/10.13039/501100011033 (Grant
PID2019-103901 GB-I00), Government of Aragon-FEDER ´ (Grant
E35_20R
Allosteric Communication in the Multifunctional and Redox NQO1 Protein Studied by Cavity-Making Mutations
Allosterism is a common phenomenon in protein biochemistry that allows rapid regulation of protein stability; dynamics and function. However, the mechanisms by which allosterism occurs (by mutations or post-translational modifications (PTMs)) may be complex, particularly due to long-range propagation of the perturbation across protein structures. In this work, we have investigated allosteric communication in the multifunctional, cancer-related and antioxidant protein NQO1 by mutating several fully buried leucine residues (L7, L10 and L30) to smaller residues (V, A and G) at sites in the N-terminal domain. In almost all cases, mutated residues were not close to the FAD or the active site. Mutations L -> G strongly compromised conformational stability and solubility, and L30A and L30V also notably decreased solubility. The mutation L10A, closer to the FAD binding site, severely decreased FAD binding affinity (approximate to 20 fold vs. WT) through long-range and context-dependent effects. Using a combination of experimental and computational analyses, we show that most of the effects are found in the apo state of the protein, in contrast to other common polymorphisms and PTMs previously characterized in NQO1. The integrated study presented here is a first step towards a detailed structural-functional mapping of the mutational landscape of NQO1, a multifunctional and redox signaling protein of high biomedical relevance.ERDF/Spanish Ministry of Science, Innovation and Universities-State Research Agency RTI2018-096246-B-I00Junta de Andalucia P18-RT-2413ERDF/Counseling of Economic transformation, Industry, Knowledge and Universities B-BIO-84-UGR20Government of Aragon-FEDER E35_20RDepartment of Science & Technology (India)Science Engineering Research Board (SERB), India MTR/2019/000392Horizon 2020 EPIC-XS project 82383EU/MEYS project BioCeV CZ.1.05/1.1.00/02.0109ERDF/Counseling of Economic transformation, Industry, Knowledge and Universities, Junta de Andalucia B-BIO-84-UGR20EU/MEYS project CIISB LM2018127MCIN/AEI PID2019-103901GB-I0
Genetic Landscape of Nonobstructive Azoospermia and New Perspectives for the Clinic
We thank Alejandro Fernández Sevilla for his valuable help in the development of Figure 2 of this review. The authors were funded by the Spanish Ministry of Economy and Competitiveness through the Spanish National Plan for Scientific and Technical Research and Innovation (ref. SAF2016-78722-R) and the “Ramón y Cajal” program (ref. RYC-2014-16458).Nonobstructive azoospermia (NOA) represents the most severe expression of male infertility,
involving around 1% of the male population and 10% of infertile men. This condition is characterised
by the inability of the testis to produce sperm cells, and it is considered to have an important genetic
component. During the last two decades, di erent genetic anomalies, including microdeletions of the
Y chromosome, karyotype defects, and missense mutations in genes involved in the reproductive
function, have been described as the primary cause of NOA in many infertile men. However, these
alterations only explain around 25% of azoospermic cases, with the remaining patients showing an
idiopathic origin. Recent studies clearly suggest that the so-called idiopathic NOA has a complex
aetiology with a polygenic inheritance, which may alter the spermatogenic process. Although we are
far from a complete understanding of the molecular mechanisms underlying NOA, the use of the
new technologies for genetic analysis has enabled a considerable increase in knowledge during the
last years. In this review, we will provide a comprehensive and updated overview of the genetic basis
of NOA, with a special focus on the possible application of the recent insights in clinical practice.Funded by the Spanish Ministry of Economy and Competitiveness through the Spanish National Plan for Scientific and Technical Research and Innovation (ref. SAF2016-78722-R) and the “Ramón y Cajal” program (ref. RYC-2014-16458)
Sertoli cell-specific ablation of miR-17-92 cluster significantly alters whole testis transcriptome without apparent phenotypic effects
MicroRNAs are frequently organized into polycistronic clusters whose transcription is controlled
by a single promoter. The miR-17-92 cluster is expressed in most embryonic and
postnatal organs. It is a potent oncogene associated to several types of cancer and it is
involved in several important developmental processes. In the testis, expression of the miR-
17-92 cluster in the germ cells is necessary to maintain normal spermatogenesis. This cluster
is also expressed in Sertoli cells (the somatic cells of the seminiferous tubules), which
require miRNAs for correct cell development and survival. To study the possible role of miR-
17-92 in Sertoli cell development and function and, in order to overcome the postnatal lethality
of miR-17-92-/ mice, we conditionally deleted it in embryonic Sertoli cells shortly after the
sex determination stage using an Amh-Cre allele. Mutant mice developed apparently normal
testes and were fertile, but their testis transcriptomes contained hundreds of moderately
deregulated genes, indicating that testis homeostasis is tightly controlled in mammals and
that miR-17-92 expression in Sertoli cells contribute to maintain normal gene expression
levels, but is unnecessary for testis development and function. Our results show that significant
deregulation of hundreds of genes might have no functional consequences.This work was supported by grants from
the Andalusian Government, Junta de Andalucía,
BIO-109 to R. Jiménez and P11-CVI-7291 to M. Burgos and grants from the Spanish Ministry of
Science and Innovation (CGL2011-23368 and
CGL2015-67108-P) to R. Jiménez and F.J.
Barrionuevo. The authors would like to thank the
Spanish Ministry of Science and Innovation for the
'Ramón y Cajal' fellowship granted to F.D.
Carmona (RYC-2014-16458) and the 'FPU' PhD
fellowship granted to A. Hurtado
Immune and spermatogenesis-related loci are involved in the development of extreme patterns of male infertility
Acknowledgements
We thank the National DNA Bank Carlos III (University of Salamanca, Spain) for
supplying part of the control DNA samples from Spain and all the participants for their
essential collaboration. This work was supported by the Spanish Ministry of Science
through the Spanish National Plan for Scientific and Technical Research and Innovation
(refs. SAF2016-78722-R and PID2020-120157RB-I00), the Andalusian Plan for Research
and Innovation (PAIDI 2020) (ref. PY20_00212), and the R+D+i Projects of the FEDER
Operational Programme 2020 (ref. B-CTS-584-UGR20). F.D.C. was supported by the
“Ramón y Cajal” programme (ref. RYC-2014-16458), and L.B.C. was supported by the
Spanish Ministry of Economy and Competitiveness through the “Juan de la Cierva
Incorporación” programme (ref. IJC2018-038026-I, funded by MCIN/AEI /10.13039/
501100011033), all of them including FEDER funds. A.G.J. was funded by MCIN/AEI
/10.13039/501100011033 and FSE “El FSE invierte en tu futuro” (ref. FPU20/02926).
IPATIMUP integrates the i3S Research Unit, which is partially supported by the Portuguese
Foundation for Science and Technology (FCT), financed by the European Social
Funds (COMPETE-FEDER) and National Funds (projects PEstC/SAU/LA0003/2013 and
POCI-01-0145-FEDER-007274). A.M.L. is funded by the Portuguese Government
through FCT (IF/01262/2014). P.I.M. is supported by the FCT post-doctoral fellowship
(SFRH/BPD/120777/2016), financed from the Portuguese State Budget of the Ministry
for Science, Technology and High Education and from the European Social Fund,
available through the Programa Operacional do Capital Humano. ToxOmics—Centre for
Toxicogenomics and Human Health, Genetics, Oncology and Human Toxicology, Nova
Medical School, Lisbon, is also partially supported by FCT (Projects: UID/BIM/00009/
2013 and UIDB/UIDP/00009/2020). SLarriba received support from “Instituto de Salud
Carlos III” (grant DTS18/00101], co-funded by FEDER funds/European Regional Development Fund (ERDF)—a way to build Europe), and from “Generalitat de Catalunya”
(grant 2017SGR191). SLarriba is sponsored by the “Researchers Consolidation
Programme” from the SNS-Departament de Salut Generalitat de Catalunya (Exp. CES09/
020). The German cohort was recruited within the Male Reproductive Genomics
(MERGE) study and supported by the German Research Foundation Clinical Research
Unit ‘Male Germ Cells’ (DFG CRU326, grants to F.T. and J.G.). This article is related to
the Ph.D. Doctoral Thesis of Miriam Cerván-Martín (grant ref. BES-2017-081222 funded
by MCIN/AEI/10.13039/501100011033 and FSE “El FSE invierte en tu futuro”).We conducted a genome-wide association study in a large population of infertile men due to unexplained spermatogenic failure (SPGF). More than seven million genetic variants were analysed in 1,274 SPGF cases and 1,951 unaffected controls from two independent European cohorts. Two genomic regions were associated with the most severe histological pattern of SPGF, defined by Sertoli cell-only (SCO) phenotype, namely the MHC class II gene HLA-DRB1 (rs1136759, P = 1.32E-08, OR = 1.80) and an upstream locus of VRK1 (rs115054029, P = 4.24E-08, OR = 3.14), which encodes a protein kinase involved in the regulation of spermatogenesis. The SCO-associated rs1136759 allele (G) determines a serine in the position 13 of the HLA-DRβ1 molecule located in the antigen-binding pocket. Overall, our data support the notion of unexplained SPGF as a complex trait influenced by common variation in the genome, with the SCO phenotype likely representing an immune-mediated condition.Andalusian Plan for Research and InnovationJuan de la Cierva Incorporación IJC2018-038026-IMinistry for Science, Technology and High EducationBES-2017-081222, MCIN/AEI/10.13039/501100011033National Funds IF/01262/2014, PEstC/SAU/LA0003/2013, POCI-01-0145-FEDER-007274, SFRH/BPD/120777/2016PAIDI 2020 PY20_00212R+D+i Projects B-CTS-584-UGR20, RYC-2014-16458Faculty of Science and Engineering, University of Manchester
FPU20/02926Deutsche Forschungsgemeinschaft
DFG CRU326Fundação para a Ciência e a TecnologiaGeneralitat de Catalunya
2017SGR191Ministerio de Economía y CompetitividadInstituto de Salud Carlos III
DTS18/00101Ministerio de Ciencia e InnovaciónEuropean Social Fund
UIDB/UIDP/00009/2020European Regional Development FundFundació Catalana de TrasplantamentDepartament de Salut, Generalitat de Catalunya
CES09/020Programa Operacional Temático Factores de CompetitividadeSpanish National Plan for Scientific and Technical Research and Innovation
PID2020-120157RB-I00, SAF2016-78722-
Common Variation in the PIN1 Locus Increases the Genetic Risk to Suffer from Sertoli Cell-Only Syndrome
We aimed to analyze the role of the common genetic variants located in the PIN1 locus,
a relevant prolyl isomerase required to control the proliferation of spermatogonial stem cells and
the integrity of the blood–testis barrier, in the genetic risk of developing male infertility due to a
severe spermatogenic failure (SPGF). Genotyping was performed using TaqMan genotyping assays
for three PIN1 taggers (rs2287839, rs2233678 and rs62105751). The study cohort included 715 males
diagnosed with SPGF and classified as suffering from non-obstructive azoospermia (NOA, n = 505)
or severe oligospermia (SO, n = 210), and 1058 controls from the Iberian Peninsula. The allelic
frequency differences between cases and controls were analyzed by the means of logistic regression
models. A subtype specific genetic association with the subset of NOA patients classified as suffering
from the Sertoli cell-only (SCO) syndrome was observed with the minor alleles showing strong
risk effects for this subset (ORaddrs2287839 = 1.85 (1.17–2.93), ORaddrs2233678 = 1.62 (1.11–2.36),
ORaddrs62105751 = 1.43 (1.06–1.93)). The causal variants were predicted to affect the binding of
key transcription factors and to produce an altered PIN1 gene expression and isoform balance. In
conclusion, common non-coding single-nucleotide polymorphisms located in PIN1 increase the
genetic risk to develop SCO.Plan Andaluz de Investigacion, Desarrollo e Innovacion (PAIDI 2020) PY20_00212
P20_00583Spanish Ministry of Economy and Competitiveness through the Spanish National Plan for Scientific and Technical Research and Innovation SAF2016-78722-R
PID2020-120157RB-I00Proyectos I + D + i del Programa Operativo FEDER 2020 B-CTS-584-UGR20
B-CTS-260-UGR20Spanish Government RYC-2014-16458Spanish Ministry of Economy and Competitiveness through the "Juan de la Cierva Incorporacion" program (MCIN/AEI) IJC2018038026-IEuropean CommissionMCIN/AEIFSE "El FSE invierte en tu futuro" FPU20/02926
BES-2017-081222Portuguese Foundation for Science and Technology (FCT) - European Social Funds (COMPETE-FEDER)
Portuguese Foundation for Science and Technology IF/01262/2014FCT from the Portuguese State Budget of the Ministry for Science, Technology and High Education SFRH/BPD/120777/2016European Social Fund through the Programa Operacional do Capital HumanoPortuguese Foundation for Science and Technology
European Commission UID/BIM/00009/2013
UIDB/UIDP/00009/2020Instituto de Salud Carlos III (FEDER funds/European Regional Development Fund (ERDF)-a way to build Europe) DTS18/00101Generalitat de Catalunya 2017SGR191SNS-Dpt. Salut Generalitat de Catalunya CES09/020
MCIN/AEI BES-2017-081222
PEstC/SAU/LA0003/2013
POCI-01-0145-FEDER-00727
Nuevos Currículos formativos más internacionales e individualizados en el Grado en Bioquímica
El objetivo principal del presente proyecto ha intentado desarrollar e implementar estrategias innovadoras en el proceso de enseñanza-aprendizaje que mejoren la preparación del estudiantado para su inserción y éxito en el mercado laboral, fomentando competencias profesionales, habilidades transversales y una formación práctica alineada con las demandas actuales del sector profesional correspondiente. Así, queremos darles a nuestros estudiantes la posibilidad de Internacionalizar su Curriculum a lo largo de los cuatro años que pasan en el Grado, dándoles una visión internacional de cualquier aspecto relacionado no sólo con su formación académica, sino también con sus salidas profesionales a nivel global, tratando en todo momento de dotarlos de competencias que fomenten su autonomía, su creatividad y emprendimiento, tal y como demanda la sociedad actual.
El presente proyecto se estructuraba en los siguientes grandes bloques:
1. Internacionalización del currículum con objeto de incrementar el multilingüismo, la multiculturalidad y la internacionalización de los estudiantes.
2. Orientar e incentivar a la movilidad. La consecuencia natural de la internacionalización del currículum es que tengan experiencias de movilidad, con lo cual pretendemos motivar e informar para que se atrevan a vivir una experiencia de movilidad.
3. Mentorización por Profesionales Egresados del Grado en Bioquímica UGR. La mentorización de alumnos del último año del Grado en Bioquímica por parte de Egresados del propio Grado, es uno de los puntos fuertes de este proyecto haciendo que el concepto y la comunicación de Egresados-Universidad adquiera la mejor de sus dimensiones.
4. Orientación mediante sobre las salidas profesionales y la empleabilidad, mediante unas jornadas de empleabilidad.Grado en Bioquímic
Common genetic variation in KATNAL1 non-coding regions is involved in the susceptibility to severe phenotypes of male infertility
Free PMC article: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9546047/Background: Previous studies in animal models evidenced that genetic mutations
of KATNAL1, resulting in dysfunction of its encoded protein, lead to male infertility
through disruption of microtubule remodelling and premature germ cell exfoliation.
Subsequent studies in humans also suggested a possible role of KATNAL1 single nucleotide polymorphisms in the development of male infertility as a consequence of
severe spermatogenic failure.
Objectives: The main objective of the present study is to evaluate the effect of the
common genetic variation of KATNAL1 in a large and phenotypically well-characterised
cohort of infertile men because of severe spermatogenic failure.
Materials and methods: A total of 715 infertile men because of severe spermato genic failure, including 210 severe oligospermia and 505 non-obstructive azoospermia
patients, as well as 1058 unaffected controls were genotyped for three KATNAL1
single-nucleotide polymorphism taggers (rs2077011, rs7338931 and rs2149971).
Case–control association analyses by logistic regression assuming different models
and in silico functional characterisation of risk variants were conducted.
Results: Genetic associations were observed between the three analysed taggers and
different severe spermatogenic failure groups. However, in all cases, the haplotype
model (rs2077011*C | rs7338931*T | rs2149971*A) better explained the observed
associations than the three risk alleles independently. This haplotype was associated
with non-obstructive azoospermia (adjusted p = 4.96E-02, odds ratio = 2.97), Sertoli cell only syndrome (adjusted p = 2.83E-02, odds ratio = 5.16) and testicular sperm
extraction unsuccessful outcomes (adjusted p = 8.99E-04, odds ratio = 6.13). The in
silico analyses indicated that the effect on severe spermatogenic failure predisposition
could be because of an alteration of the KATNAL1 splicing pattern.
Conclusions: Specific allelic combinations of KATNAL1 genetic polymorphisms may
confer a risk of developing severe male infertility phenotypes by favouring the
overrepresentation of a short non-functional transcript isoform in the testis.This work was supported by the Spanish Ministry of Economy and
Competitiveness through the Spanish National Plan for Scientific
and Technical Research and Innovation (refs. SAF2016-78722-R and
PID2020-120157RB-I00), the ‘Instituto de Salud Carlos III’ (Fondo
de Investigaciones Sanitarias)/Fondo Europeo de Desarrollo Regional
‘Una manera de hacer Europa’ (FIS/FEDER) (ref. DTS18/00101 to
Sara Larriba), the Generalitat de Catalunya (ref. 2017SGR191), the
‘Ramón y Cajal’ program (ref. RYC-2014-16458) and the ‘Juan de
la Cierva Incorporación’ program (ref. IJC2018-038026-I), as well as
the Andalusian Government through the R&D&i Projects Grants for
Universities and Public Research Entities (ref. PY20_00212), which
include FEDER funds. Andrea Guzmán-Jiménez was a recipient of a
grant from the Spanish Ministry of Education and Professional Training (‘Becas de Colaboración en Departamentos Universitarios para el curso académico 2020/2021’). Patricia I. Marques is supported by
the FCT post-doctoral fellowship (SFRH/BPD/120777/2016), financed
from the Portuguese State Budget of the Ministry for Science, Tech nology and High Education and from the European Social Fund,
available through the ‘Programa Operacional do Capital Humano’. João
Gonçalves was partially funded by FCT/MCTES through national funds
attributed to the Centre for Toxicogenomics and Human Health—
ToxOmics (UID/BIM/00009/2016 and UIDB/00009/2020). Sara Larriba is sponsored by the Researchers Consolidation Program (ISCIII
SNS/Dpt. Salut Generalitat de Catalunya) (CES09/020).info:eu-repo/semantics/publishedVersio
Common genetic variation in KATNAL1 non‐coding regions is involved in the susceptibility to severe phenotypes of male infertility
© 2022 The Authors. Andrology published by Wiley Periodicals LLC on behalf of American Society of Andrology and European Academy of Andrology. This is an open access article under the terms of the Creative Commons Attribution-NonCommercial License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.Background: Previous studies in animal models evidenced that genetic mutations of KATNAL1, resulting in dysfunction of its encoded protein, lead to male infertility through disruption of microtubule remodelling and premature germ cell exfoliation. Subsequent studies in humans also suggested a possible role of KATNAL1 single-nucleotide polymorphisms in the development of male infertility as a consequence of severe spermatogenic failure.
Objectives: The main objective of the present study is to evaluate the effect of the common genetic variation of KATNAL1 in a large and phenotypically well-characterised cohort of infertile men because of severe spermatogenic failure.
Materials and methods: A total of 715 infertile men because of severe spermatogenic failure, including 210 severe oligospermia and 505 non-obstructive azoospermia patients, as well as 1058 unaffected controls were genotyped for three KATNAL1 single-nucleotide polymorphism taggers (rs2077011, rs7338931 and rs2149971). Case-control association analyses by logistic regression assuming different models and in silico functional characterisation of risk variants were conducted.
Results: Genetic associations were observed between the three analysed taggers and different severe spermatogenic failure groups. However, in all cases, the haplotype model (rs2077011*C | rs7338931*T | rs2149971*A) better explained the observed associations than the three risk alleles independently. This haplotype was associated with non-obstructive azoospermia (adjusted p = 4.96E-02, odds ratio = 2.97), Sertoli-cell only syndrome (adjusted p = 2.83E-02, odds ratio = 5.16) and testicular sperm extraction unsuccessful outcomes (adjusted p = 8.99E-04, odds ratio = 6.13). The in silico analyses indicated that the effect on severe spermatogenic failure predisposition could be because of an alteration of the KATNAL1 splicing pattern.
Conclusions: Specific allelic combinations of KATNAL1 genetic polymorphisms may confer a risk of developing severe male infertility phenotypes by favouring the overrepresentation of a short non-functional transcript isoform in the testis.This work was supported by the Spanish Ministry of Economy and Competitiveness through the Spanish National Plan for Scientific and Technical Research and Innovation (refs. SAF2016-78722-R and PID2020-120157RB-I00), the ‘Instituto de Salud Carlos III’ (Fondo de Investigaciones Sanitarias)/Fondo Europeo de Desarrollo Regional ‘Una manera de hacer Europa’ (FIS/FEDER) (ref. DTS18/00101 to Sara Larriba), the Generalitat de Catalunya (ref. 2017SGR191), the ‘Ramón y Cajal’ program (ref. RYC-2014-16458) and the ‘Juan de la Cierva Incorporación’ program (ref. IJC2018-038026-I), as well as the Andalusian Government through the R&D&i Projects Grants for Universities and Public Research Entities (ref. PY20_00212), which include FEDER funds. Andrea Guzmán-Jiménez was a recipient of a grant from the Spanish Ministry of Education and Professional Training (‘Becas de Colaboración en Departamentos Universitarios para el curso académico 2020/2021’). Patricia I. Marques is supported by the FCT post-doctoral fellowship (SFRH/BPD/120777/2016), financed from the Portuguese State Budget of the Ministry for Science, Technology and High Education and from the European Social Fund, available through the ‘Programa Operacional do Capital Humano’. João Gonçalves was partially funded by FCT/MCTES through national funds attributed to the Centre for Toxicogenomics and Human Health—ToxOmics (UID/BIM/00009/2016 and UIDB/00009/2020). Sara Larriba is sponsored by the Researchers Consolidation Program (ISCIII SNS/Dpt. Salut Generalitat de Catalunya) (CES09/020).info:eu-repo/semantics/publishedVersio
Immune and spermatogenesis-related loci are involved in the development of extreme patterns of male infertility.
We conducted a genome-wide association study in a large population of infertile men due to unexplained spermatogenic failure (SPGF). More than seven million genetic variants were analysed in 1,274 SPGF cases and 1,951 unaffected controls from two independent European cohorts. Two genomic regions were associated with the most severe histological pattern of SPGF, defined by Sertoli cell-only (SCO) phenotype, namely the MHC class II gene HLA-DRB1 (rs1136759, P = 1.32E-08, OR = 1.80) and an upstream locus of VRK1 (rs115054029, P = 4.24E-08, OR = 3.14), which encodes a protein kinase involved in the regulation of spermatogenesis. The SCO-associated rs1136759 allele (G) determines a serine in the position 13 of the HLA-DRβ1 molecule located in the antigen-binding pocket. Overall, our data support the notion of unexplained SPGF as a complex trait influenced by common variation in the genome, with the SCO phenotype likely representing an immune-mediated condition.We thank the National DNA Bank Carlos III (University of Salamanca, Spain) for supplying part of the control DNA samples from Spain and all the participants for their essential collaboration. This work was supported by the Spanish Ministry of Science through the Spanish National Plan for Scientific and Technical Research and Innovation (refs. SAF2016-78722-R and PID2020-120157RB-I00), the Andalusian Plan for Research and Innovation (PAIDI 2020) (ref. PY20_00212), and the R+D+i Projects of the FEDER Operational Programme 2020 (ref. B-CTS-584-UGR20). F.D.C. was supported by the “Ramón y Cajal” programme (ref. RYC-2014-16458), and L.B.C. was supported by the Spanish Ministry of Economy and Competitiveness through the “Juan de la Cierva Incorporación” programme (ref. IJC2018-038026-I, funded by MCIN/AEI /10.13039/501100011033), all of them including FEDER funds. A.G.J. was funded by MCIN/AEI /10.13039/501100011033 and FSE “El FSE invierte en tu futuro” (ref. FPU20/02926). IPATIMUP integrates the i3S Research Unit, which is partially supported by the Portuguese Foundation for Science and Technology (FCT), financed by the European Social Funds (COMPETE-FEDER) and National Funds (projects PEstC/SAU/LA0003/2013 and POCI-01-0145-FEDER-007274). A.M.L. is funded by the Portuguese Government through FCT (IF/01262/2014). P.I.M. is supported by the FCT post-doctoral fellowship (SFRH/BPD/120777/2016), financed from the Portuguese State Budget of the Ministry for Science, Technology and High Education and from the European Social Fund, available through the Programa Operacional do Capital Humano. ToxOmics—Centre for Toxicogenomics and Human Health, Genetics, Oncology and Human Toxicology, Nova Medical School, Lisbon, is also partially supported by FCT (Projects: UID/BIM/00009/2013 and UIDB/UIDP/00009/2020). SLarriba received support from “Instituto de Salud Carlos III” (grant DTS18/00101], co-funded by FEDER funds/European Regional Development Fund (ERDF)—a way to build Europe), and from “Generalitat de Catalunya” (grant 2017SGR191). SLarriba is sponsored by the “Researchers Consolidation Programme” from the SNS-Departament de Salut Generalitat de Catalunya (Exp. CES09/020). The German cohort was recruited within the Male Reproductive Genomics (MERGE) study and supported by the German Research Foundation Clinical Research Unit ‘Male Germ Cells’ (DFG CRU326, grants to F.T. and J.G.). This article is related to the Ph.D. Doctoral Thesis of Miriam Cerván-Martín (grant ref. BES-2017-081222 funded by MCIN/AEI/10.13039/501100011033 and FSE “El FSE invierte en tu futuro”)