Hostname: page-component-78c5997874-j824f Total loading time: 0 Render date: 2024-11-10T08:56:05.278Z Has data issue: false hasContentIssue false

An Update of Twin Research in Spain: The Murcia Twin Registry

Published online by Cambridge University Press:  10 September 2019

Juan R. Ordoñana*
Affiliation:
Department of Human Anatomy and Psychobiology, University of Murcia, Murcia, Spain Murcia Institute for Biomedical Research (IMIB-Arrixaca), Murcia, Spain
Eduvigis Carrillo
Affiliation:
Department of Human Anatomy and Psychobiology, University of Murcia, Murcia, Spain Murcia Institute for Biomedical Research (IMIB-Arrixaca), Murcia, Spain
Lucía Colodro-Conde
Affiliation:
Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
Francisco J. García-Palomo
Affiliation:
National DNA Bank – Carlos III, University of Salamanca, Salamanca, Spain
Francisca González-Javier
Affiliation:
Department of Human Anatomy and Psychobiology, University of Murcia, Murcia, Spain Murcia Institute for Biomedical Research (IMIB-Arrixaca), Murcia, Spain
Juan J. Madrid-Valero
Affiliation:
Department of Human Anatomy and Psychobiology, University of Murcia, Murcia, Spain Murcia Institute for Biomedical Research (IMIB-Arrixaca), Murcia, Spain
José M. Martínez Selva
Affiliation:
Department of Human Anatomy and Psychobiology, University of Murcia, Murcia, Spain Murcia Institute for Biomedical Research (IMIB-Arrixaca), Murcia, Spain
Olga Monteagudo
Affiliation:
Department of Health Promotion and Health Education, Murcia Health Council, Murcia, Spain
José J. Morosoli
Affiliation:
Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia School of Psychology, The University of Queensland, Brisbane, Queensland, Australia
Francisco Pérez-Riquelme
Affiliation:
Murcia Institute for Biomedical Research (IMIB-Arrixaca), Murcia, Spain Department of Health Promotion and Health Education, Murcia Health Council, Murcia, Spain
Juan F. Sánchez-Romera
Affiliation:
Department of Human Anatomy and Psychobiology, University of Murcia, Murcia, Spain Murcia Institute for Biomedical Research (IMIB-Arrixaca), Murcia, Spain Endocrionology and Nutrition Service, University Hospital Virgen de la Arrixaca, Murcia, Spain
*
Author for correspondence: Juan R. Ordoñana, Email: ordonana@um.es

Abstract

The Murcia Twin Registry (MTR) is the only population-based registry in Spain. Created in 2006, the registry has been growing more than a decade to become one of the references for twin research in the Mediterranean region. The MTR database currently comprises 3545 adult participants born between 1940 and 1977. It also holds a recently launched satellite registry of university students (N = 204). Along five waves of data collection, the registry has gathered questionnaire and anthropometric data, as well as biological samples. The MTR keeps its main research focus on health and health-related behaviors from a public health perspective. This includes lifestyle, health promotion, quality of life or environmental conditions. Future short-term development points to the expansion of the biobank and the continuation of the collection of longitudinal data.

Type
Articles
Copyright
© The Author(s) 2019 

During the last decade, the Murcia Twin Registry (MTR) has been steadily growing as a resource for research in the genetics of complex phenotypes. Born in 2006 from an agreement between the University of Murcia and the Murcia Health Council (Ordoñana et al., Reference Ordoñana, Pérez-Riquelme, González-Javier, Carrillo, Gómez-Amor and Martínez-Selva2006), the MTR has since continued expanding to become a valued instrument open to collaborations with national and international research and academic institutions. Currently, this research resource manages information from same-sex and opposite-sex twin-pairs and higher order multiples, which includes self-reported variables, objective measurements and a biobank.

The MTR (www.um.es/registrogemelos) is a population-based twin registry, with a longitudinal design, aiming to provide a basic research tool focused on, but not limited to, the analysis of the genetic and environmental factors involved in health and health-related behaviors, and quality of life. Despite the proven usefulness of twin research and the increasing development of new registries (Odintsova et al., Reference Odintsova, Willemsen, Dolan, Hottenga, Martin, Slagboom and Boomsma2018), the MTR remains the only established registry of its kind in Spain. This makes it a reference for twin research in the Spanish scientific community, where it serves as a platform of interest for collaborations with other national and international research teams.

The target population of the registry comprises all people born in multiple births between 1940 and 1977 in the Region of Murcia, one of the 17 first-level administrative divisions of Spain. Located in the southeast of Spain, the region of Murcia roughly has 1.5 million inhabitants. There have been five waves of data collection, and currently the registry has information from over 3500 individuals (Table 1), in addition to an associated biobank (http://www.bancoadn.org/samples/catalog-of-samples-samples-population.html).

Table 1. Number of twin individuals interviewed and incorporated in the MTR by wave of data collection

a Longitudinal data collection for participants of Wave 1.

b Longitudinal data collection for participants of Waves 2 and 3.

A Decade Growing

During the last decade, the MTR has kept its original goals, structure and strategy. Recruitment of participants has followed similar procedures since its inception. Basically, potential twins are identified through comparison of surnames and birth date in the computerized databases of collaborating institutions (Murcia Regional Health Council), which hold the information of virtually all residents given that the health care system is public and universal. Potential twin-pairs are contacted first for confirmation of twin status and to provide a description of the goals of the MTR. Upon agreement with the participants, they are incorporated into the registry if they meet two inclusion criteria: (a) both members of the pair are alive at time of contact and (b) there is no presence of disorders or disabilities that could limit their active and conscious participation. Participation in the MTR is always voluntary and subject to informed consent. The registry complies with all European legal requirements regarding personal data protection; it is enlisted with the Spanish Agency for Data Protection, and its procedures have been approved by the Research Ethics Committee of the University of Murcia. Data are stored at a secure server, and identity data, such as name, address, phone and identity codes, are in a separate database. Researchers working with survey data cannot access personal data that could be used to identify the individual. Additional description of the recruitment and management methods is available elsewhere (Ordoñana et al., Reference Ordoñana, Rebollo, Carrillo, Colodro-Conde, García-Palomo, González-Javier and Pérez Riquelme2013).

Participants

To date, the MTR has focused mainly on adults aged 40 or older. The registry has periodically incorporated volunteers who have provided self-report and objective data, as well as a biological sample donation. Table 1 displays a description of the five completed waves of data collection, including the number of DNA samples stored in the biobank.

Wave 1

The first wave was carried out during 2007 with a sample of female twin-pairs (N = 874) born between 1940 and 1966. This served as a pilot study where the protocol for future waves was developed.

Wave 2

Between 2009 and 2010, the same women were contacted again to collect additional data (including blood/saliva sample), improving the quality of the information gathered (e.g., objective measurements of anthropometric data), and widening the range of phenotypes available for study. The conditional response rate for Wave 1 respondents at Wave 2 was 70.4%. Additionally, new twins (n = 124) were added to the registry at this time.

Wave 3

The third wave (2010–2011) expanded the registry by collecting data on male and opposite-sex twin-pairs from the same birth years as the women from Waves 1 and 2 (i.e., 1940–1966). By the end of this wave, an additional 1330 twins were incorporated in the MTR.

Wave 4

Longitudinal data from the full sample became available at Wave 4. In 2013, 70.1% (n = 1631) of the twins participated in a follow-up survey, providing both repeated measures and new data on the evolution of twins’ health and their quality of life.

Wave 5

Finally, during 2018, the population-based MTR was extended to recruit new cohorts of same-sex and opposite-sex twins born between 1967 and 1977. By following the previously successful procedures and incorporating new strategies, such as the use of online questionnaires, the MTR registered 1217 additional participants.

Altogether, the main database of the registry currently contains information from 3545 individuals in 1458 complete pairs, 601 twin individuals without a co-twin and 28 individuals in triplets, who have participated at any stage, with longitudinal information for 1631 participants. The MTR is representative of the population in the region of Murcia and Spain, as evidenced by the distribution of sociodemographic characteristics and prevalence of key health traits (Ordoñana et al., Reference Ordoñana, Sánchez-Romera, Colodro-Conde, Carrillo, González-Javier, Madrid-Valero and Martínez-Selva2018).

Besides the core data collection, other investigations involving objective ambulatory or laboratory data collection for more specific phenotypes have been carried out with the participation of restricted subsamples of the registry. Specifically, 50 and 65 twin-pairs collaborated in studies about chronobiological health and optics and visual health, respectively.

The University Students Sample

As an additional resource, the MTR wanted to broaden its scope to encompass satellite samples with ages outside the age range of the core registry. University students are an accessible and convenient sample, in particular, for the development of experimental or intervention studies, where representativeness may not be a determinant issue. Therefore, in 2017, the MTR started the process of identifying and contacting twin-pairs from the University of Murcia student database.

A similar procedure as for the MTR core recruitment was followed: surnames and birthdate were matched for the students enrolled in any of the university schools. Then, potential twins were contacted for verification of twin status; they were provided information about the registry and were invited to participate. Data collection involved face-to-face interviews, laboratory assessments and online questionnaires. This process is repeated every year to contact with new students. Currently, 204 individual twins have contributed with data to this satellite sample.

The MTR Biobank

As previously mentioned, the MTR has developed a biobank with samples from participating twins. The MTR biobank is managed through collaboration with the DNA National DNA Bank – Carlos III (NDNAB), a public technological platform that supports biomedical research and promotes genomic research in Spain. Collection of biological samples consisted of whole blood (10 ml of EDTA and 6 ml of ACD) or complete saliva (Oragene DNA collection kit). In later phases, saliva has been collected through mouthwash with clorhexidine (10 ml), which is a cost-effective and safe method of obtaining DNA of adequate quality (Pinto et al., Reference Pinto, Morante, Pérez-Caro, Márquez de Sousa, Quintas-Faria, González-López and García-Montero2018). Upon collection, samples are posted to the NDNAB, where they are processed, and DNA extracted and stored. More information about the technical procedures and storage of DNA is available at the bank’s website (www.bancoadn.org/en). The samples are available to the researchers of the MTR and other interested groups (www.bancoadn.org/en/samples) with the aim of facilitating, promoting and developing national and international scientific research on human evolution, genetic/genomic diversity and risk factors focused on health or the etiology and treatment of illnesses. Currently, DNA samples from 1007 participants are stored at the NDNAB, of which 623 (91% females) have been genotyped using the Illumina GSA Beadchip and imputed to 1000G Phase 3 Version 5. Researchers interested in using the samples can contact the NDNAB through its website, and their proposals will be evaluated by a committee of members of the MTR and the NDNAB.

Zygosity Assessment

Initially, the MTR developed a questionnaire to determine the zygosity of the participants. This instrument was adapted from the questionnaire used by the Netherlands Twin Registry, consisting of 12 items about physical similarity and difficulties in telling the twins apart. Accuracy of the classification was assessed by comparison with DNA testing in a subsample (342 pairs/triplets). The zygosity questionnaire correctly classified zygosity in 95.5% of the cases (Ordoñana et al., Reference Ordoñana, Rebollo, Carrillo, Colodro-Conde, García-Palomo, González-Javier and Pérez Riquelme2013). As of today, 50.1% of participants from same-sex twin-pairs registered in the MTR are monozygotic (MZ).

Record Linkage

The MTR database can be linked with the regional health record system with the objective of collecting or validating health-related data. Providing that participants give informed consent, data from their health records, both in the primary and the speciality health care systems, can be matched with self-reports in order to validate and incorporate additional data regarding clinical, laboratory and treatment records.

In the case of twins recruited from the University of Murcia, the MTR can also access their university entrance exam records, after obtaining informed consent from the students. These records include their scores in a standardized universal general exam comprising all major subjects (e.g., maths, history and literature), which is used to prioritize their admittance to specific university degrees.

Feedback to Participants

During the last decade, the MTR has been developing a process to communicate with the participants in the MTR about the results of their collaborating effort, based on their interest and willingness to know. All twins have access to the general results of the registry’s research activities through the MTR web page, which is open access. For those who have donated biological samples, personal feedback includes the result of genotyping regarding zygosity. Additionally, when twins collaborate in specific studies, the MTR provides them with basic reports about individual results that may be of interest for them, such as results of ocular exams, chronobiological patterns or dietary information. Moreover, the MTR collaborates with health promotion activities of the regional health authority by providing participants with accurate health information and specialist referrals to improve health and quality of life, during the research process.

Core Phenotypes and Research Interests

The health-related phenotypes collected by the MTR include the presence of diseases and disorders, health-related behaviors and perceptions, lifestyles, demographic and environmental conditions, as well as important processes affecting these outcomes, such as aging or menopause. Additionally, data about specific psychological constructs (i.e., fusion with the twin, reaction to life events or personality assessment) and laboratory instrument data (i.e., actimetry, eye structure or hormonal measures) have been gathered in restricted subsamples. The main phenotypes and data collected in each wave are summarized in Table 2.

Table 2. Summary of the phenotypes collected in the MTR

Collaborations

The MTR was designed as a collaborative resource and, accordingly, it is open to cooperation with other research groups from national or international institutions. Consequently, the registry has joined efforts with multiple research teams and has participated in several consortia and networks, thus widening its horizons and multiplying its impact potential. These initiatives are mainly focused on health-related specific issues: Genetic Research into Quality of Life (GeneQol; Sprangers et al., Reference Sprangers, Sloan, Veenhoven, Cleeland, Halyard, Abertnethy and Zwinderman2009); nausea and vomiting during pregnancy (Colodro-Conde et al., Reference Colodro-Conde, Cross, Lind, Painter, Gunst, Jern and Medland2017); anthropometric measures for the Cohort Description of Collaborative Project of Development of Anthropometrical Measures in Twins (CODATwins; Silventoinen et al., Reference Silventoinen, Jelenkovic, Sund, Honda, Aaltonen, Yokoyama and Kaprio2015); twin research development (e.g., International Network of Twin Registries [Buchwald et al., Reference Buchwald, Kaprio, Hopper, Sung, Goldberg, Fortier and Harris2014] and EuroDiscotwin [Willemsen et al., Reference Willemsen, Ward, Bell, Christensen, Bowden, Dalgard and Spector2015]) and applied behavioral genetics (e.g., Enhancing Psychiatry Genetic Counselling, Testing and Training in Europe [EnGage]).

Main Areas Explored

Because the MTR focuses on issues of relevance from a public health standpoint, the main results so far are in the areas of health-related lifestyles and behaviors, health-related quality of life and health promotion and disease prevention behaviors. There are multiple physiological, psychological and social factors that can influence these variables, and twin research is instrumental in increasing scientific knowledge in these areas. Hence, the MTR has provided insights into the genetic factors related to anthropometric traits by, for instance, comparing body mass index (BMI) heritability between two European countries of different cultural backgrounds (Ordoñana et al., Reference Ordoñana, Rebollo, Pérez Riquelme, González-Javier and Martínez-Selva2007), analyzing how the number of childbirths moderates BMI variance distribution (Rebollo-Mesa & Ordoñana, Reference Rebollo-Mesa and Ordoñana2009), exploring BMI association with chronic low back pain or sleep quality through co-twin designs (Dario et al., Reference Dario, Ferreira, Refshauge, Sánchez-Romera, Luque-Suárez, Hopper and Ferreira2016; Madrid-Valero et al., Reference Madrid-Valero, Martínez-Selva and Ordoñana2017) or participating in large studies of genetic and environmental effects on anthropometric traits (CODATwins Project).

The MTR has also produced some analyses about the role of genetic factors on phenotypes that are relevant from a public health perspective but that have received less attention in the genetic literature, such as breastfeeding initiation and duration (Colodro-Conde et al., Reference Colodro-Conde, Sánchez Romera and Ordoñana2013, Reference Colodro-Conde, Sánchez-Romera, Lind, Zhu, Martin, Medland and Ordoñana2018), unintentional injuries (Ordoñana et al., Reference Ordoñana, Caspi and Moffitt2008) and psychoactive medication use (Rosagro et al., Reference Rosagro, González-Javier and Ordoñana2013). In a similar line, the registry reported some of the first estimations of heritability for anatomical and functional traits, such as human eye optics (Tabernero et al., Reference Tabernero, Hervella, Benito, Colodro-Conde, Ordoñana, Ruiz-Sanchez and Artal2017), chronobiological rhythmicity (López-Mínguez et al., Reference López-Mínguez, Colodro-Conde, Bandin, Ordoñana, Garaulet and Madrid2016, Reference López-Mínguez, Dashti, Madrid-Valero, Madrid, Saxena, Scheer and Garaulet2019) or siesta (López-Mínguez et al., Reference López-Mínguez, Morosoli, Madrid, Garaulet and Ordoñana2017). Likewise, genetic and environmental associations among those phenotypes and with mental health have been investigated, in particular, the relationship between symptoms of depression, poor sleep quality and chronic musculoskeletal pain (Pinheiro et al., Reference Pinheiro, Ferreira, Refshauge, Colodro-Conde, Carrillo, Hopper and Ferreira2015; Pinheiro, Morosoli, Colodro-Conde et al., Reference Pinheiro, Morosoli, Colodro-Conde, Ferreira and Ordoñana2018; Pinheiro, Morosoli, Ferreira et al., Reference Pinheiro, Morosoli, Ferreira, Madrid-Valero, Refshauge, Ferreira and Ordoñana2018). Last but not least, the registry data have been used to examine the role of specific social and cultural characteristics of the MTR sample on the genetic and environmental architecture of phenotypes such as sleep quality (Madrid-Valero et al., Reference Madrid-Valero, Sánchez-Romera, Gregory, Martínez-Selva and Ordoñana2018), smoking (Mezquita et al., Reference Mezquita, Sánchez-Romera, Ibáñez, Morosoli, Colodro-Conde, Ortet and Ordoñana2018), altruistic behavior (Tornero et al., Reference Tornero, Sánchez-Romera, Morosoli, Vázquez, Gómez and Ordoñana2018) or educational attainment (Colodro-Conde et al., Reference Colodro-Conde, Rijsdijk, Tornero-Gómez, Sánchez-Romera and Ordoñana2015).

The Near Future in the MTR

After a decade of being a reference for twin research in Spain, the MTR still has room to grow before reaching its full potential. Objectives for the near future continue in the same roadmap as in previous years: increasing sample size by incorporating new subjects, widening the age range of the registry and introducing new objective measures, more longitudinal data and additional phenotypes. In addition, we aim to increase the number of collaborations with other researchers and increase the size of the biobank with samples from as many participants from the MTR as possible.

With those objectives in mind, and keeping the focus on a public health perspective, the MTR expects to continue with classical quantitative genetic analyses of relevant phenotypes, while incorporating new advances from molecular genetics to our studies. In summary, following the strategy that has been useful to date, the MTR keeps its goals of contributing to scientific knowledge and serving as a reference for twin research in Spain.

Acknowledgments

We wish to show our gratitude to all the participants in the registry. We are also grateful to researchers and colleagues within the twin research community for their generous help and support in the development of this initiative.

Financial support

The MTR is being funded by Seneca Foundation — Regional Agency for Science and Technology, Murcia, Spain (grants 03082/PHCS/05, 08633/PHCS/08, 15302/PHCS/10 and 19479/PI/14) and the Spanish Ministry of Science and Innovation (PSI2009–11560 and PSI2014-56680-R). L.C-C is supported by a QIMR Berghofer Fellowship.

References

Buchwald, D., Kaprio, J., Hopper, J. L., Sung, J., Goldberg, J., Fortier, F., … Harris, J. H. (2014). International Network of Twin Registries (INTR): Building a platform for international collaboration. Twin Research and Human Genetics, 17, 574577.CrossRefGoogle ScholarPubMed
Colodro-Conde, L., Cross, S. M., Lind, P. A., Painter, J., Gunst, A., Jern, P., … Medland, S. E. (2017). Cohort profile: Nausea and Vomiting during Pregnancy Genetics Consortium (NVP Genetics Consortium). International Journal of Epidemiology, 46, e17.Google Scholar
Colodro-Conde, L., Rijsdijk, F., Tornero-Gómez, M. J., Sánchez-Romera, J. F., & Ordoñana, J. R. (2015). Equality in educational policy and the heritability of educational attainment. PLoS One, 10, e0143796.CrossRefGoogle ScholarPubMed
Colodro-Conde, L., Sánchez-Romera, J. F., Lind, P. A., Zhu, G., Martin, N. G., Medland, S. E., & Ordoñana, J. R. (2018). No evidence of association of oxytocin polymorphisms with breastfeeding in 2 independent samples. Genes, Brain and Behavior, 17, e12464.CrossRefGoogle ScholarPubMed
Colodro-Conde, L., Sánchez Romera, J. F., & Ordoñana, J. R. (2013). Heritability of initiation and duration of breastfeeding behavior. Twin Research and Human Genetics, 16, 575580.CrossRefGoogle ScholarPubMed
Dario, A. B., Ferreira, M. L., Refshauge, K., Sánchez-Romera, J. F., Luque-Suárez, A., Hopper, J., … Ferreira, P. H. (2016). Are obesity and body fat distribution associated with low back pain in women? A population-based study of 1128 Spanish twins. European Spine Journal, 25, 11881195.CrossRefGoogle ScholarPubMed
López-Mínguez, J., Colodro-Conde, L., Bandin, C., Ordoñana, J. R., Garaulet, M., & Madrid, J. A. (2016). Application of multiparametric procedures for assessing the heritability of circadian health. Chronobiology International, 33, 234244.CrossRefGoogle ScholarPubMed
López-Mínguez, J., Dashti, H. S., Madrid-Valero, J. J., Madrid, J. A., Saxena, R., Scheer, F. A, … Garaulet, M. (2019). Heritability of the timing of food intake. Clinical Nutrition, 38, 767773.CrossRefGoogle ScholarPubMed
López-Mínguez, J., Morosoli, J.J., Madrid, J. A., Garaulet, M., & Ordoñana, J. R. (2017). Heritability of siesta and night-time sleep as continuously assessed by a circadian-related integrated measure. Scientific Reports, 7, Article no. 12340.CrossRefGoogle Scholar
Madrid-Valero, J. J., Martínez-Selva, J. M., & Ordoñana, J. R. (2017). Sleep quality and body mass index: A co-twin study. Journal of Sleep Research, 26, 461467.CrossRefGoogle ScholarPubMed
Madrid-Valero, J. J., Sánchez-Romera, J. F., Gregory, A. M., Martínez-Selva, J. M., & Ordoñana, J. R. (2018). Heritability of sleep quality in a middle-aged twin sample from Spain. Sleep, 41, zsy110.CrossRefGoogle Scholar
Mezquita, L., Sánchez-Romera, J. F., Ibáñez, M. I., Morosoli, J. J., Colodro-Conde, L., Ortet, G., & Ordoñana, J. R. (2018). Effects of social attitude change on smoking heritability. Behavior Genetics, 48, 1221.CrossRefGoogle ScholarPubMed
Odintsova, V. V., Willemsen, G. H., Dolan, C. V., Hottenga, J. J., Martin, N. G., Slagboom, P. E., … Boomsma, D. I. (2018). Establishing a twin register: An invaluable resource for (behavior) genetic, epidemiological, biomarker, and ‘omics’ studies. Twin Research and Human Genetics, 21, 239252.CrossRefGoogle Scholar
Ordoñana, J. R., Caspi, A., & Moffitt, T. E. (2008). Unintentional injuries in a twin study of preschool children. Environmental, not genetic, risk factors in a twin study. Journal of Pediatric Psychology, 33, 185194.CrossRefGoogle Scholar
Ordoñana, J. R., Pérez-Riquelme, F., González-Javier, F., Carrillo, E., Gómez-Amor, J., & Martínez-Selva, J. M. (2006). An initiative in Spain for the study of women’s health: The Murcia Twin Registry. Twin Research and Human Genetics, 9, 865867.CrossRefGoogle Scholar
Ordoñana, J. R., Rebollo, I., Carrillo, E., Colodro-Conde, L., García-Palomo, F. J., González-Javier, F., … Pérez Riquelme, F. (2013). The Murcia Twin Registry: A population-based registry of adult multiples in Spain. Twin Research and Human Genetics, 16, 302306.CrossRefGoogle ScholarPubMed
Ordoñana, J. R., Rebollo, I., Pérez Riquelme, F., González-Javier, F., & Martínez-Selva, J. M. (2007). Heritability of body mass index: A comparison between the Netherlands and Spain. Twin Research and Human Genetics, 10, 749756.CrossRefGoogle ScholarPubMed
Ordoñana, J. R., Sánchez-Romera, J. F., Colodro-Conde, L., Carrillo, E., González-Javier, F., Madrid-Valero, J. J., … Martínez-Selva, J. M. (2018). El Registro de Gemelos de Murcia. Un recurso para la investigación sobre conductas relacionadas con la salud. Gaceta Sanitaria, 32, 9295.CrossRefGoogle Scholar
Pinheiro, M. B., Ferreira, M. L., Refshauge, K., Colodro-Conde, L., Carrillo, E., Hopper, J., … Ferreira, P. H. (2015) Genetics and the environment affect the relationship between depression and low back pain: A co-twin control study of Spanish twins. Pain, 156, 496503.CrossRefGoogle ScholarPubMed
Pinheiro, M. B., Morosoli, J. J., Colodro-Conde, L., Ferreira, P. H., & Ordoñana, J. R. (2018). Genetic and environmental influences to low back pain and symptoms of depression and anxiety: A population-based twin study. Journal of Psychosomatic Research, 105, 9298.CrossRefGoogle ScholarPubMed
Pinheiro, M. B., Morosoli, J. J., Ferreira, M. L., Madrid-Valero, J. J., Refshauge, K., Ferreira, P. H., & Ordoñana, J. R. (2018). Genetic and environmental contributions to sleep quality and low back pain: A population-based twin study. Psychosomatic Medicine, 80, 263270.CrossRefGoogle ScholarPubMed
Pinto, R. M., Morante, M. I., Pérez-Caro, M. J., Márquez de Sousa, , M. T., Quintas-Faria, C., González-López, O., … García-Montero, A. C. (2018). Validación de las condiciones de almacenamiento de muestras de saliva para obtención de ADN de calidad óptima. IX Congreso Nacional de Biobancos. Oviedo (Spain).Google Scholar
Rebollo-Mesa, I., & Ordoñana, J. R. (2009) Childbirths moderate the genetic and environmental influences on BMI in adult twins. Obesity, 17, 16461647.CrossRefGoogle Scholar
Rosagro, F., González-Javier, F., & Ordoñana, J. R. (2013) Environmental and genetics factors associated with psychoactive medication use in adult females. A population-based twin study. Actas Españolas de Psiquiatría, 41, 232241.Google Scholar
Silventoinen, K., Jelenkovic, A., Sund, R., Honda, R., Aaltonen, S., Yokoyama, Y., … Kaprio, J. (2015). The CODATwins Project: The cohort description of collaborative project of development of anthropometrical measures in twins to study macro-environmental variation in genetic and environmental effects on anthropometric traits. Twin Research and Human Genetics, 18, 348360.CrossRefGoogle ScholarPubMed
Sprangers, M. A., Sloan, J. A., Veenhoven, R., Cleeland, C. S., Halyard, M. Y., Abertnethy, A. P., … Zwinderman, A. H. (2009). The establishment of the GENEQOL consortium to investigate the genetic disposition of patient-reported quality-of-life outcomes. Twin Research and Human Genetics, 12, 301311.CrossRefGoogle ScholarPubMed
Tabernero, J., Hervella, L., Benito, A., Colodro-Conde, L., Ordoñana, J. R., Ruiz-Sanchez, M., … Artal, P. (2017) Micrometric control of the optics of the human eye: Environment or genes? Investigative Ophthalmology & Visual Science, 58, 19641970.CrossRefGoogle ScholarPubMed
Tornero, E., Sánchez-Romera, J. F., Morosoli, J. J., Vázquez, A., Gómez, A., & Ordoñana, J. R. (2018). Altruistic behavior among twins: Willingness to fight for and self-sacrifice in the closest familial relatedness. Human Nature, 29, 112.CrossRefGoogle Scholar
Willemsen, G., Ward, K. J., Bell, C. G., Christensen, K., Bowden, J., Dalgard, C., … Spector, T. (2015). The concordance and heritability of type 2 diabetes in 34,166 twin pairs from international twin registers: The Discordant Twin (DISCOTWIN) Consortium. Twin Research and Human Genetics, 18, 762771.CrossRefGoogle ScholarPubMed
Figure 0

Table 1. Number of twin individuals interviewed and incorporated in the MTR by wave of data collection

Figure 1

Table 2. Summary of the phenotypes collected in the MTR