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Yu Y, Feng Y, Xu S, Wilson A, Chen C, Ling X, Chen R, Wang Y. The influence of childhood trauma and chronotype on suicide attempts in Chinese emerging adults with severe depressive symptoms. BMC Psychol 2024; 12:12. [PMID: 38173011 PMCID: PMC10765889 DOI: 10.1186/s40359-023-01472-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 11/29/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND Studies have investigated how adults with severe depressive symptoms are more likely to attempt suicide, and these adults often have traumatic experiences and chaotic sleep/wake rhythms. Thus, this study using Latent class analysis aimed to investigate the relationship between childhood trauma class, chronotype, and suicide attempts among emerging adults with severe depressive symptoms. METHODS This study was conducted among emerging adults with severe depressive symptoms covering 63 Universities in Jilin Province, China. A total of 1,225 emerging adults (mean age = 19.6 ± 1.78) constructed the final sample. In addition to measuring socio-demographic characteristics, the Childhood Trauma Questionnaire-Short Form, the Single-Item Chronotyping, and a single item for suicide attempts were used to evaluate childhood trauma, chronotype, and suicide attempts, respectively. Latent class analysis was applied to identify the classes of childhood trauma within emerging adults who had severe depressive symptoms. Hierarchical logistic regression models were run to investigate the effects of socio-demographic characteristics, chronotype, and childhood trauma class on suicide attempts. RESULTS Three latent classes were identified: the Low-risk for childhood trauma class, the Neglect class, and the High-risk for childhood abuse class. Those who suffered sexual, emotional, and physical abuse at the same time were divided into the High-risk for childhood abuse class, and were significantly more likely to experience suicide attempts than those in the Neglect class (OR = 1.97, 95%CI = 1.34-2.89, p < 0.001) and the Low-risk for childhood trauma class (OR = 2.28, 95% CI = 1.50-3.46, p < 0.001). In terms of chronotype, the results showed that the chaotic type was a risk factor for suicide attempts when compared with the evening type (OR = 0.46, 95%CI = 0.27-0.78, p < 0.01), the moderately active type (OR = 0.53, 95%CI = 0.31-0.89, p < 0.05), and the daytime type (OR = 0.42, 95%CI = 0.21-0.86, p < 0.05). Overall, the significant risk factors for suicide attempts included being female, living in an urban area, having experienced sexual, emotional, and physical abuse simultaneously, and having a chaotic chronotype. CONCLUSION Emerging adults suffering sexual, emotional, and physical abuse at the same time and identifying with chaotic chronotype showed a higher risk of attempting suicide. The findings provided a clinical reference to quickly identify those at high risk of suicide attempts among emerging adults with severe depressive symptoms.
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Affiliation(s)
- Yi Yu
- School of Psychology, Center for Studies of Psychological Application, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, China
| | - Yi Feng
- Mental Health Center, Central University of Finance and Economics, Beijing, China
- Faculty of Psychology, Beijing Normal University, Beijing, China
| | - Shicun Xu
- Northeast Asian Research Center, Jilin University, Changchun, China
- Department of Population, Resources and Environment, Northeast Asian Studies College, Jilin University, Changchun, China
- China Center for Aging Studies and Social-Economic Development, Jilin University, Changchun, China
| | - Amanda Wilson
- Division of Psychology, Faculty of Health and Life Sciences, De Montfort University, Leicester, UK
| | - Chang Chen
- School of Psychology, Center for Studies of Psychological Application, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, China
| | - Xi Ling
- School of Psychology, Center for Studies of Psychological Application, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, China
| | - Runsen Chen
- Vanke School of Public Health, Tsinghua University, Beijing, China
| | - Yuanyuan Wang
- School of Psychology, Center for Studies of Psychological Application, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, China.
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Putilov AA, Sveshnikov DS, Bakaeva ZV, Yakunina EB, Starshinov YP, Torshin VI, Trutneva EA, Lapkin MM, Lopatskaya ZN, Gandina EO, Ligun NV, Puchkova AN, Dorokhov VB. Evening chronotype, insufficient weekday sleep, and weekday-weekend gap in sleep times: What is really to blame for a reduction in self-perceived health among university students? Chronobiol Int 2023; 40:874-884. [PMID: 37314700 DOI: 10.1080/07420528.2023.2222797] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 05/31/2023] [Accepted: 06/04/2023] [Indexed: 06/15/2023]
Abstract
The association of insufficient sleep with reduced self-perceived health was previously well established. Moreover, it was sometimes shown that the indicators of poorer health were significantly related to chronotype and weekday-weekend gaps in sleep timing and duration. It remains to be elucidated, however, whether chronotype and these gaps can contribute to the reduced health self-ratings independently from shortened sleep duration or, alternatively, their relationship with health can be simply explained by their association with insufficient sleep on weekdays. In an online survey, we tested whether the self-rated health of university students can be predicted by several individual characteristics of the sleep-wake cycles, such as chronotype, weekday and weekend sleep times, weekday-weekend gap in sleep times, sleepability and wakeability at different times of the day, etc. Responses to a question about general health and to items of several questionnaires for chronobiological assessment were collected from smartphones of 1582 university students (mean age ± standard deviation was 19.5 ± 1.7 y). The results of regression analyses suggested that lower odds of having good self-rated health were significantly associated with an earlier weekday risetime, a later weekday bedtime, and, consequently, a shorter weekday time in bed. After accounting for weekday sleep, self-rated health showed significant association with neither chronotype nor weekday-weekend differences in sleep duration and timing. Besides, the adverse health effects of reduced weekday sleep were independent from the significant adverse effects of several other individual sleep-wake characteristics including poorer nighttime sleepability and lower daytime wakeability. We concluded that university students perceive the negative health impacts of losing sleep by waking up early on weekdays irrespective of their night sleep quality and daytime level of alertness. Their chronotype and weekday-weekend difference in sleep times might not be among significant contributors to this perception. It is of practical importance to consider the reduction of weekday sleep losses among the interventions aimed at preventing sleep and health problems.
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Affiliation(s)
- Arcady A Putilov
- Laboratory of Sleep/Wake Neurobiology, Institute of Higher Nervous Activity and Neurophysiology of the Russian Academy of Sciences, Moscow, Russia
- Research Group for Math-Modeling of Biomedical Systems, Research Institute for Molecular Biology and Biophysics of the Federal Research Centre for Fundamental and Translational Medicine, Novosibirsk, Russia
- Laboratory of Nanobiotechnology and Biophysics, North-Caucasus Federal University, Stavropol, Russia
| | - Dmitry S Sveshnikov
- Department of Normal Physiology, Medical Institute of the Peoples' Friendship University of Russia, Moscow, Russia
| | - Zarina V Bakaeva
- Department of Normal Physiology, Medical Institute of the Peoples' Friendship University of Russia, Moscow, Russia
| | - Elena B Yakunina
- Department of Normal Physiology, Medical Institute of the Peoples' Friendship University of Russia, Moscow, Russia
| | - Yuri P Starshinov
- Department of Normal Physiology, Medical Institute of the Peoples' Friendship University of Russia, Moscow, Russia
| | - Vladimir I Torshin
- Department of Normal Physiology, Medical Institute of the Peoples' Friendship University of Russia, Moscow, Russia
| | - Elena A Trutneva
- Department of Physiology, Ryazan State Medical University, Ryazan, Russia
| | - Michael M Lapkin
- Department of Physiology, Ryazan State Medical University, Ryazan, Russia
| | - Zhanna N Lopatskaya
- Department of Physiology, Medical Institute of the of Surgut State University, Surgut, Russia
| | - Eugenia O Gandina
- Laboratory of Sleep/Wake Neurobiology, Institute of Higher Nervous Activity and Neurophysiology of the Russian Academy of Sciences, Moscow, Russia
| | - Natalya V Ligun
- Laboratory of Sleep/Wake Neurobiology, Institute of Higher Nervous Activity and Neurophysiology of the Russian Academy of Sciences, Moscow, Russia
| | - Alexandra N Puchkova
- Laboratory of Sleep/Wake Neurobiology, Institute of Higher Nervous Activity and Neurophysiology of the Russian Academy of Sciences, Moscow, Russia
| | - Vladimir B Dorokhov
- Laboratory of Sleep/Wake Neurobiology, Institute of Higher Nervous Activity and Neurophysiology of the Russian Academy of Sciences, Moscow, Russia
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Nowakowska-Domagała K, Juraś-Darowny M, Pietras T, Sipowicz K, Stecz P, Mokros Ł. A new approach to chronotype measurement - the Polish version of the Single Item Chronotyping (SIC) tool. BIOL RHYTHM RES 2023. [DOI: 10.1080/09291016.2023.2177028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Affiliation(s)
| | | | - Tadeusz Pietras
- Second Department of Psychiatry, Institute of Psychiatry and Neurology, Warsaw, Poland
| | - Kasper Sipowicz
- Department of Interdisciplinary Disability Studies, The Maria Grzegorzewska University in Warsaw, Warsaw, Poland
| | - Patryk Stecz
- Institute of Psychology, Faculty of Educational Sciences, University of Lodz, Lodz, Poland
| | - Łukasz Mokros
- Department of Clinical Pharmacology, Medical University of Lodz, Lodz, Poland
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Stolarski M, Gorgol J. Analyzing social perception of chronotypes within the stereotype content model. Chronobiol Int 2022; 39:1475-1484. [DOI: 10.1080/07420528.2022.2123740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
| | - Joanna Gorgol
- Faculty of Psychology, University of Warsaw, Warsaw, Poland
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Yilbas B, Ozturk HI, Karadeniz PG. The relationship of chronotypes with food addiction, impulsivity, and attention deficit hyperactivity disorder symptoms in a sample of undergraduate university students. Chronobiol Int 2022; 39:1389-1398. [PMID: 35938448 DOI: 10.1080/07420528.2022.2109483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
The primary aim of the current study was to examine the frequency of food addiction in a group of university students and whether it differed among chronotypes. The second aim was to investigate the relationship of chronotypes with impulsivity, poor sleep quality and attention deficit/ hyperactivity disorder (ADHD) symptoms and to evaluate how this relationship affects food addiction. 328 university students were included in the study. Adult Attention Deficit/Hyperactivity Disorder Self-Report Scale (ASRS), Morningness-Eveningness Questionnaire (MEQ), Barratt Impulsiveness Scale-11 Short Form (BIS-11-SF), Yale Food Addiction Scale (YFAS) and Pittsburgh Sleep Quality Index (PSQI) were administered. Evening types scored significantly higher on ASRS and BIS-11 SF (p < .001, p < .001 respectively). Based on YFAS scores, 12.5% (n = 41) of the participants met the criteria for food addiction. The number of participants fulfilling the criteria for food addiction was higher among the evening types compared to intermediate and morning types (p = .006, p = .004, respectively). The mean ASRS and BIS-11 SF scores of the students who met the criteria for food addiction were significantly greater than those who did not (p < .001, p < .001, respectively). 63.4% (n = 26) of the students meeting the criteria for food addiction scored 6 or higher on PSQI versus 32.0% (n = 92) of the students who did not (p < .001). Mediation analysis showed that the direct effect of MEQ scores on food addiction was not significant (β = -0.009, p = .723). However, lower MEQ scores had an indirect effect on food addiction through higher ASRS scores (β = -0.027; p < .05 bias corrected and accelerated 95% CI -0.052 to -0.011). The results of the present study suggest that higher prevalence of food addiction among evening types seems to be related to higher occurrence of ADHD symptoms in these chronotypes. Further population-based studies with a larger sample size are needed to confirm our findings.
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Affiliation(s)
- Baris Yilbas
- Department of Psychiatry, SANKO University School of Medicine, Gaziantep, Turkey
| | - Halil Ibrahim Ozturk
- Department of Psychiatry, SANKO University School of Medicine, Gaziantep, Turkey
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Gorgol J, Stolarski M, Jankowski KS. The moderating role of personality traits in the associations between seasonal fluctuations in chronotype and depressive symptoms. Chronobiol Int 2022; 39:1078-1086. [PMID: 35450500 DOI: 10.1080/07420528.2022.2067000] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Recent research provided evidence that the well-established association between morningness-eveningness and depressive symptoms may be moderated by personality features - conscientiousness and neuroticism. In the present study, we attempted to broaden these findings using a longitudinal design. We hypothesized that these personality traits may influence the degree to which morningness-eveningness and depressiveness covary in time. Participants (n = 380) filled measures of morningness-eveningness, the Big Five personality, and depressive symptoms twice, in December and in June. Consistent with previous results, we observed a significant seasonal shift towards morningness and lower depressive symptoms from December to June. Seasonal shifts in chronotype and depressive symptoms were interrelated: a seasonal shift towards morningness was associated with a decrease in depressive symptoms. The strength of this association was exaggerated by neuroticism but attenuated by conscientiousness, suggesting that among neurotic individuals seasonal changes in depressive symptomatology are more dependent on seasonal shifts in morningness-eveningness but less dependent among conscientious ones. This result suggests that conscientiousness and emotional stability play a protective role against maladaptive consequences of eveningness.
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Affiliation(s)
- Joanna Gorgol
- Faculty of Psychology, University of Warsaw, Warsaw, Poland
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Putilov AA, Sveshnikov DS, Bakaeva ZV, Yakunina EB, Starshinov YP, Torshin VI, Lahana RP, Budkevich RO, Budkevich EV, Puchkova AN, Dorokhov VB. When early and late risers were left to their own devices: six distinct chronotypes under "lockdown" remained dissimilar on their sleep and health problems. Chronobiol Int 2021; 39:5-11. [PMID: 34372716 DOI: 10.1080/07420528.2021.1964518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Under national "lockdown," the habitual late risers need not wake up early, and, similarly to the early risers, they don't lose much sleep on weekdays. We tested whether, despite a decrease in weekday sleep loss, the difference between distinct chronotypes in health and sleep problems persisted during "lockdown." Two online surveys were conducted from 10th to 20th of May, 2020 and 2021, one of them after 6 non-working weeks and another after 14 working weeks (during and after "lockdown," respectively). Participants were students of the same grade at the same university department (572 and 773, respectively). The self-assessments included the Single-Item Chronotyping (SIC) designed for self-choosing chronotype among several their short descriptions and several questions about general health, mood state, outdoors and physical activity, and sleep concerns. The results suggested that the responses to each of the questions were not randomly distributed over 6 distinct chronotypes. Such a nonrandomness was identified within each of three pairs of these chronotypes, evening vs. morning types (with a rising throughout the day vs. a falling level of alertness, respectively), afternoon vs. napping types (with a peak vs. a dip of alertness in the afternoon, respectively), and vigilant vs. lethargic types (with the levels of alertness being permanently high vs. low, respectively). Morning, afternoon, and vigilant types reported healthier sleep/mood/behavior/habits than three other types. The most and the least healthy sleep/mood/behavior/habits were reported by morning and evening types, respectively. These relationships with health and sleep problems and the frequencies of 6 chronotypes remained unchanged after "lockdown." Such results, in particular, suggested that the association of evening types with poorer health and sleep might not be attributed to a big amount of weekday sleep loss. The accounting for this association might help in designing interventions purposed on reduction of sleep and health problems.
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Affiliation(s)
- Arcady A Putilov
- Research Group for Math-Modeling of Biomedical Systems, Research Institute for Molecular Biology and Biophysics of the Federal Research Centre for Fundamental and Translational Medicine, Novosibirsk, Russia.,Laboratory of Sleep/Wake Neurobiology, Institute of Higher Nervous Activity and Neurophysiology of the Russian Academy of Sciences, Moscow, Russia
| | - Dmitry S Sveshnikov
- Department of Normal Physiology, Medical Institute of the Peoples' Friendship University of Russia, Moscow, Russia
| | - Zarina V Bakaeva
- Department of Normal Physiology, Medical Institute of the Peoples' Friendship University of Russia, Moscow, Russia
| | - Elena B Yakunina
- Department of Normal Physiology, Medical Institute of the Peoples' Friendship University of Russia, Moscow, Russia
| | - Yuri P Starshinov
- Department of Normal Physiology, Medical Institute of the Peoples' Friendship University of Russia, Moscow, Russia
| | - Vladimir I Torshin
- Department of Normal Physiology, Medical Institute of the Peoples' Friendship University of Russia, Moscow, Russia
| | - Ravoori Priyamsha Lahana
- Department of Normal Physiology, Medical Institute of the Peoples' Friendship University of Russia, Moscow, Russia
| | - Roman O Budkevich
- Laboratory of Nanobiotechnology and Biophysics, The North-Caucasus Federal University, Stavropol, Russia
| | - Elena V Budkevich
- Laboratory of Nanobiotechnology and Biophysics, The North-Caucasus Federal University, Stavropol, Russia
| | - Alexandra N Puchkova
- Laboratory of Sleep/Wake Neurobiology, Institute of Higher Nervous Activity and Neurophysiology of the Russian Academy of Sciences, Moscow, Russia
| | - Vladimir B Dorokhov
- Laboratory of Sleep/Wake Neurobiology, Institute of Higher Nervous Activity and Neurophysiology of the Russian Academy of Sciences, Moscow, Russia
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Putilov AA, Budkevich EV, Tinkova EL, Dyakovich MP, Sveshnikov DS, Donskaya OG, Budkevich RO. A six-factor structure of individual variation in the tendencies to become sleepy and to sleep at different times of the day. Acta Psychol (Amst) 2021; 217:103327. [PMID: 33984572 DOI: 10.1016/j.actpsy.2021.103327] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 04/26/2021] [Accepted: 04/29/2021] [Indexed: 01/18/2023] Open
Abstract
A multidimensional approach has been previously applied for modeling and assessment of individual differences in the ability to sleep or to stay awake at certain clock hours. More recently the 19 time-point Visuo-verbal Judgment Task (VJT) has been proposed to predict changes in sleepiness level from the morning hours to the next day afternoon. The dimensionality of the VJT has not been explored so far. We applied a structural model of individual variation in sleep-wake behavior and habits for explaining the pattern of relationship between the VJT's dimensions yielded by rotation of principal components with eigenvalue>1. The responses to 19 items of the VJT, 72 items of 6-scale Sleep Wake Pattern Assessment Questionnaire (SWPAQ) and 60 items of 6-scale Sleep-Wake Adaptability Test (SWAT) were collected from 1037 survey participants. Factor analyses yielded 4 factorial dimensions of morning (08:00-11:00), daytime (12:00-20:00), nighttime (21:00-04:00), and after 24 h sleepiness (06:00-12:00 next day). The model was found to be capable to explain the correlations among 4 constructs of the VJT as well as the correlations among previously developed scales of the SWPAQ and SWAT. The results confirmed the predictive power of the model and its applicability for multidimensional assessments in chronobiological and chronopsychological studies.
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Putilov AA, Sveshnikov DS, Bakaeva ZB, Yakunina EB, Starshinov YP, Torshin VI, Alipov NN, Sergeeva OV, Trutneva EA, Lapkin MM, Lopatskaya ZN, Budkevich RO, Budkevich EV, Puchkova AN, Dorokhov VB. Differences between male and female university students in sleepiness, weekday sleep loss, and weekend sleep duration. J Adolesc 2021; 88:84-96. [PMID: 33667792 DOI: 10.1016/j.adolescence.2021.02.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2020] [Revised: 12/17/2020] [Accepted: 02/21/2021] [Indexed: 12/28/2022]
Abstract
INTRODUCTION Women and men experience sleep differently and the difference in intrinsic desire for sleep might underlie some of the observed male-female differences. The objective of this cross-sectional questionnaire study of university students was to determine male-female differences in self-reported sleepiness and sleep-wake patterns. METHODS Five questionnaires were completed by 1650 students at four Russian universities. RESULTS Compared to male students, female students reported a lower subjective sleep quality score, had a higher morning sleepability score and lower nighttime and daytime wakeability scores. They more often reported excessive daytime sleepiness and expected to be sleepier at any time of the day with the largest male-female difference around the times of sleep onset and offset. On free days, they reported a longer sleep duration and an earlier sleep onset. Free-weekday difference was larger for sleep duration and smaller for sleep onset. Such male-female differences showed similarity to the differences observed in university and high school students from different countries around the globe. There was no significant male-female difference in weekly averaged sleep duration, weekday sleep duration, hours slept, midpoint of sleep on free days, free-weekday difference in sleep offset, social jetlag, and morningness-eveningness score. Therefore, when studies rely on these self-reports, the most salient male-female differences might not be immediately evident. CONCLUSIONS It seems that the intrinsic desire for longer sleep duration might contribute to a higher susceptibility of female students to weekday sleep loss. Among these students, negative effects of reduced sleep duration might be more common and more detrimental.
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Affiliation(s)
- Arcady A Putilov
- Laboratory of Sleep/Wake Neurobiology, Institute of Higher Nervous Activity and Neurophysiology of the Russian Academy of Sciences, Moscow, Russia.
| | - Dmitry S Sveshnikov
- Department of Normal Physiology, Medical Institute of the Peoples' Friendship University of Russia, Moscow, Russia
| | - Zarina B Bakaeva
- Department of Normal Physiology, Medical Institute of the Peoples' Friendship University of Russia, Moscow, Russia
| | - Elena B Yakunina
- Department of Normal Physiology, Medical Institute of the Peoples' Friendship University of Russia, Moscow, Russia
| | - Yuri P Starshinov
- Department of Normal Physiology, Medical Institute of the Peoples' Friendship University of Russia, Moscow, Russia
| | - Vladimir I Torshin
- Department of Normal Physiology, Medical Institute of the Peoples' Friendship University of Russia, Moscow, Russia
| | - Nikolay N Alipov
- Department of Physiology, Pirogov's Russian National Research Medical University, Moscow, Russia
| | - Olga V Sergeeva
- Department of Physiology, Pirogov's Russian National Research Medical University, Moscow, Russia
| | - Elena A Trutneva
- Department of Physiology, Ryazan State Medical University, Ryazan, Russia
| | - Michael M Lapkin
- Department of Physiology, Ryazan State Medical University, Ryazan, Russia
| | - Zhanna N Lopatskaya
- Department of Physiology, Department of Physiology, Medical Institute of the of Surgut State University, Surgut, Russia
| | - Roman O Budkevich
- Laboratory of Nanobiotechnology and Biophysics, the North-Caucasus Federal University, Stavropol, Russia
| | - Elena V Budkevich
- Laboratory of Nanobiotechnology and Biophysics, the North-Caucasus Federal University, Stavropol, Russia
| | - Alexandra N Puchkova
- Laboratory of Sleep/Wake Neurobiology, Institute of Higher Nervous Activity and Neurophysiology of the Russian Academy of Sciences, Moscow, Russia
| | - Vladimir B Dorokhov
- Laboratory of Sleep/Wake Neurobiology, Institute of Higher Nervous Activity and Neurophysiology of the Russian Academy of Sciences, Moscow, Russia
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Putilov AA, Nechunaev VV, Budkevich RO, Budkevich EV, Kolomeichuk SN, Morozov AV, Plusnin JM, Sveshnikov DS, Donskaya OG, Verevkin EG, Arsen’ev GN, Puchkova AN, Dorokhov VB. Overlap between individual variation in personality traits and sleep-wake behavior. CURRENT PSYCHOLOGY 2021. [DOI: 10.1007/s12144-021-01495-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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