TY - JOUR A1 - Gasparatos, Nikolaos A1 - Scheffler, Christiane A1 - Hermanussen, Michael T1 - Assessing the applicability of changepoint analysis to analyse short-term growth JF - Human biology and public health N2 - Background: Assessing short-term growth in humans is still fraught with difficulties. Especially when looking for small variations and increments, such as mini growth spurts, high precision instruments or frequent measurements are necessary. Daily measurements however require a lot of effort, both for anthropologists and for the subjects. Therefore, new sophisticated approaches are needed that reduce fluctuations and reveal underlying patterns. Objectives: Changepoints are abrupt variations in the properties of time series data. In the context of growth, such variations could be variation in mean height. By adjusting the variance and using different growth models, we assessed the ability of changepoint analysis to analyse short-term growth and detect mini growth spurts. Sample and Methods: We performed Bayesian changepoint analysis on simulated growth data using the bcp package in R. Simulated growth patterns included stasis, linear growth, catch-up growth, and mini growth spurts. Specificity and a normalised variant of the Matthews correlation coefficient (MCC) were used to assess the algorithm’s performance. Welch’s t-test was used to compare differences of the mean. Results: First results show that changepoint analysis can detect mini growth spurts. However, the ability to detect mini growth spurts is highly dependent on measurement error. Data preparation, such as ranking and rotating time series data, showed negligible improvements. Missing data was an issue and may affect the prediction quality of the classification metrics. Conclusion: Changepoint analysis is a promising tool to analyse short-term growth. However, further optimisation and analysis of real growth data is needed to make broader generalisations. KW - changepoint analysis KW - changepoint detection KW - performance evaluation KW - mini growth spurt KW - short-term growth Y1 - 2023 U6 - https://doi.org/10.52905/hbph2023.1.62 SN - 2748-9957 VL - 1 PB - Universitätsverlag Potsdam CY - Potsdam ER - TY - JOUR A1 - Boeker, Sonja A1 - Hermanussen, Michael A1 - Scheffler, Christiane T1 - Dental age is an independent marker of biological age JF - Human biology and public health N2 - Background: Biological age markers are a crucial indicator whether children are decelerated in growth tempo. Skeletal maturation is the standard measure. Yet, it relies on exposing children to x-radiation. Dental eruption is a potential, but highly debated, radiation free alternative.  Objectives: We assess the interrelationship between dental eruption and other maturational markers. We hypothesize that dental age correlates with body height and skeletal age. We further evaluate how the three different variables behave in cohorts from differing social backgrounds. Sample and Method: Dental, skeletal and height data from the 1970s to 1990s from Guatemalan boys were converted into standard deviation scores, using external references for each measurement. The boys, aged between 7 and 12, derived from different social backgrounds (middle SES (N = 6529), low-middle SES (N = 736), low SES Ladino (N = 3653) and low SES Maya (N = 4587). Results: Dental age shows only a weak correlation with skeletal age (0.18) and height (0.2). The distinction between cohorts differs according to each of the three measurements. All cohorts differ significantly in height. In skeletal maturation, the middle SES cohort is significantly advanced compared to all other cohorts. The periodically malnourished cohorts of low SES Mayas and Ladinos are significantly delayed in dental maturation compared to the well-nourished low-middle and middle class Ladino children. Conclusion: Dental development is an independent system, that is regulated by different mechanisms than skeletal development and growth. Tooth eruption is sensitive to nutritional status, whereas skeletal age is more sensitive to socioeconomic background. KW - dental eruption KW - biological age KW - skeletal age KW - growth tempo KW - maturation KW - malnutrition Y1 - 2022 U6 - https://doi.org/10.52905/hbph2021.3.24 SN - 2748-9957 VL - 2021 IS - 3, Summer School Supplement PB - Universitätsverlag Potsdam CY - Potsdam ER - TY - JOUR A1 - Hermanussen, Michael A1 - Scheffler, Christiane A1 - Pulungan, Aman B. A1 - Bandyopadhyay, Arup Ratan A1 - Ghosh, Jyoti Ratan A1 - Özdemir, Ayşegül A1 - Koca Özer, Başak A1 - Musalek, Martin A1 - Lebedeva, Lidia A1 - Godina, Elena A1 - Bogin, Barry A1 - Tutkuviene, Janina A1 - Budrytė, Milda A1 - Gervickaite, Simona A1 - Limony, Yehuda A1 - Kirchengast, Sylvia A1 - Buston, Peter A1 - Groth, Detlef A1 - Rösler, Antonia A1 - Gasparatos, Nikolaos A1 - Erofeev, Sergei A1 - Novine, Masiar A1 - Navazo, Bárbara A1 - Dahinten, Silvia A1 - Gomuła, Aleksandra A1 - Nowak-Szczepańska, Natalia A1 - Kozieł, Sławomir T1 - Environment, social behavior, and growth BT - Proceedings of the 30th Aschauer Soiree, held at Krobielowice, Poland, June 18th 2022 JF - Human biology and public health N2 - Twenty-four scientists met for the annual Auxological conference held at Krobielowice castle, Poland, to discuss the diverse influences of the environment and of social behavior on growth following last year’s focus on growth and public health concerns (Hermanussen et al., 2022b). Growth and final body size exhibit marked plastic responses to ecological conditions. Among the shortest are the pygmoid people of Rampasasa, Flores, Indonesia, who still live under most secluded insular conditions. Genetics and nutrition are usually considered responsible for the poor growth in many parts of this world, but evidence is accumulating on the prominent impact of social embedding on child growth. Secular trends not only in the growth of height, but also in body proportions, accompany the secular changes in the social, economic and political conditions, with major influences on the emotional and educational circumstances under which the children grow up (Bogin, 2021). Aspects of developmental tempo and aspects of sports were discussed, and the impact of migration by the example of women from Bangladesh who grew up in the UK. Child growth was considered in particular from the point of view of strategic adjustments of individual size within the network of its social group. Theoretical considerations on network characteristics were presented and related to the evolutionary conservation of growth regulating hypothalamic neuropeptides that have been shown to link behavior and physical growth in the vertebrate species. New statistical approaches were presented for the evaluation of short term growth measurements that permit monitoring child growth at intervals of a few days and weeks. KW - St. Nicolas House Analysis KW - child growth KW - body proportions KW - social network KW - public health KW - migration Y1 - 2023 U6 - https://doi.org/10.52905/hbph2023.1.59 SN - 2748-9957 VL - 1 PB - Universitätsverlag Potsdam CY - Potsdam ER - TY - JOUR A1 - Rebekka Mumm, A1 - Reimann, Anna A1 - Scheffler, Christiane ED - Scheffler, Christiane ED - Koziel, Slawomir ED - Hermanussen, Michael ED - Bogin, Barry T1 - Estimation of percentage of body fat in field studies – a method based on relative elbow breadth (Frame Index) and BMI T2 - Human Biology and Public Health N2 - Background Over the last 20 years, a decreasing trend in external skeletal robusticity and an increasing trend in overweight and obesity was observed worldwide in adults and children as modern lifestyles in nutritional and activity behavior have changed. However, body mass index (BMI) as a measure for overweight is not an ideal predictor of % body fat (%BF) either in children and adolescents or in adults. On the contrary, it disguises a phenomenon called “hidden obesity”. Objectives We aim to approximate %BF by combining skeletal robusticity and BMI and develop an estimation-based tool to identify normal weight obese children and adolescents. Sample and Methods We analyzed cross-sectional data on height, weight, elbow breadth, and skinfold thickness (triceps and subscapular) of German children aged 6 to 18 years (N=15,034). We used modified Hattori charts and multiple linear regression to develop a tool, the “%BF estimator”, to estimate %BF by using BMI and skeletal robusticity measured as Frame Index. Results Independent of sex and age an increase in BMI is associated with an increase in %BF, an increase in Frame Index is associated with a decrease in %BF. The developed tool “%BF estimator” allows the estimation of %BF per sex and age group after calculation of BMI and Frame Index. Conclusion The “%BF estimator” is an easily applicable tool for the estimation of %BF in respect of body composition for clinical practice, screening, and public health research. It is non-invasive and has high accuracy. Further, it allows the identification of normal weight obese children and adolescents. KW - body fat estimator KW - body composition KW - skeletal robusticity KW - hidden obesity KW - normal weigh obese Y1 - 2021 U6 - https://doi.org/10.52905/hbph.v1.3 SN - 2748-9957 VL - 2021 IS - 1 SP - 1 EP - 12 PB - Universitätsverlag Potsdam CY - Potsdam ER - TY - JOUR A1 - Hermanussen, Michael A1 - Scheffler, Christiane T1 - Evidence of chronic undernutrition in late 19th century German infants of all social classes JF - Human biology and public health N2 - 125 years ago, European infants grew differently from modern infants. We show weight gains of 20 healthy children weighed longitudinally from birth to age 1 year, published by Camerer in 1882. The data illustrate the historically prevalent concepts of infant nutrition practiced by German civil servants, lawyers, merchants, university professors, physicians, foresters and farmers. Breastfeeding by the mother was not truly appreciated in those days; children were often breastfed by wet nurses or received bottled milk. Bottle feeding mainly used diluted cow’s milk with some added carbohydrates, without evidence that appropriate amounts of oil, butter or other fatty components were added. French children from 1914 showed similar weight gain patterns suggesting similar feeding practices. The historical data suggest that energy deficient infant formula was fed regularly in the late 19th and early 20th century Europe, regardless of wealth and social class. The data question current concerns that temporarily feeding energy deficient infant formula may warrant serious anxieties regarding long-term cognitive, social and emotional behavioral development. KW - chronic undernutrition KW - breastfeeding KW - historical growth KW - social class KW - translation Y1 - 2022 U6 - https://doi.org/10.52905/hbph2022.2.42 SN - 2748-9957 VL - 2022 IS - 2 PB - Universitätsverlag Potsdam CY - Potsdam ER - TY - JOUR A1 - Mumm, Rebekka A1 - Godina, Elena A1 - Koziel, Slawomir A1 - Musalek, Martin A1 - Sedlak, Petr A1 - Wittwer-Backofen, Ursula A1 - Hess, Volker A1 - Dasgupta, Parasmani A1 - Henneberg, Maciej A1 - Scheffler, Christiane T1 - External skeletal robusticity of children and adolescents BT - European references from birth to adulthood and international comparisons JF - Journal of biological and clinical anthropology JF - Anthropologischer Anzeiger ; Mitteilungsorgan der Gesellschaft für Anthropologie N2 - Background: In our modern world, the way of life in nutritional and activity behaviour has changed. As a consequence, parallel trends of an epidemic of overweight and a decline in external skeletal robusticity are observed in children and adolescents. Aim: We aim to develop reference centiles for external skeletal robusticity of European girls and boys aged 0 to 18 years using the Frame Index as an indicator and identify population specific age-related patterns. Methods: We analysed cross-sectional & longitudinal data on body height and elbow breadth of boys and girls from Europe (0-18 years, n = 41.679), India (7-18 years, n = 3.297) and South Africa (3-18 years, n = 4.346). As an indicator of external skeletal robusticity Frame Index after Frisancho (1990) was used. We developed centiles for boys and girls using the LMS-method and its extension. Results: Boys have greater external skeletal robusticity than girls. Whereas in girls Frame Index decreases continuously during growth, an increase of Frame Index from 12 to 16 years in European boys can be observed. Indian and South African boys are almost similar in Frame Index to European boys. In girls, the pattern is slightly different. Whereas South African girls are similar to European girls, Indian girls show a lesser external skeletal robusticity. Conclusion: Accurate references for external skeletal robusticity are needed to evaluate if skeletal development is adequate per age. They should be used to monitor effects of changes in way of life and physical activity levels in children and adolescents to avoid negative health outcomes like osteoporosis and arthrosis. Y1 - 2018 U6 - https://doi.org/10.1127/anthranz/2018/0826 SN - 0003-5548 VL - 74 IS - 5 SP - 383 EP - 391 PB - Schweizerbart CY - Stuttgart ER - TY - JOUR A1 - Scheffler, Christiane A1 - Rogol, Alan D. A1 - Iancu, Mirela A1 - Hanc, Tomasz A1 - Moelyo, Annang Giri A1 - Suchomlinov, Andrej A1 - Lebedeva, Lidia A1 - Limony, Yehuda A1 - Musalek, Martin A1 - Veldre, Gudrun A1 - Godina, Elena Z. A1 - Kirchengast, Sylvia A1 - Mumm, Rebekka A1 - Groth, Detlef A1 - Tutkuviene, Janina A1 - Böker, Sonja A1 - Ozer, Basak Koca A1 - Navazo, Barbara A1 - Spake, Laure A1 - Koziel, Slawomir A1 - Hermanussen, Michael T1 - Growth during times of fear and emotional stress BT - Proceedings of the 28th Aschauer Soiree, held at Potsdam, Germany, and online, November 14th 2020 JF - Human biology and public health N2 - Twenty-one scientists met for this year’s virtual conference on Auxology held at the University Potsdam, Germany, to discuss child and adolescent growth during times of fear and emotional stress. Growth within the broad range of normal for age and sex is considered a sign of good general health whereas fear and emotional stress can lead to growth faltering. Stunting is a sign of social disadvantage and poor parental education. Adverse childhood experiences affect child development, particularly in families with low parental education and low socioeconomic status. Negative effects were also shown in Indian children exposed prenatally and in early postnatal life to the cyclone Aila in 2009. Distrust, fears and fake news regarding the current Corona pandemic received particular attention though the effects generally appeared weak. Mean birth weight was higher; rates of low, very and extremely low birth weight were lower. Other topics discussed by the participants, were the influences of economic crises on birth weight, the measurement of self-confidence and its impact on growth, the associations between obesity, peer relationship, and behavior among Turkish adolescents, height trends in Indonesia, physiological neonatal weight loss, methods for assessing biological maturation in sportsmen, and a new method for skeletal age determination. The participants also discussed the association between acute myocardial infarction and somatotype in Estonia, rural-urban growth differences in Mongolian children, socio-environmental conditions and sexual dimorphism, biological mortality bias, and new statistical techniques for describing inhomogeneity in the association of bivariate variables, and for detecting and visualizing extensive interactions among variables. KW - stunting KW - birth weight KW - fear KW - emotional stress KW - economy KW - SEPE Y1 - 2021 U6 - https://doi.org/10.52905/hbph.v2.15 SN - 2748-9957 IS - 2 PB - Universitätsverlag Potsdam CY - Potsdam ER - TY - JOUR A1 - Hermanussen, Michael A1 - Scheffler, Christiane A1 - Martin, Lidia A1 - Groth, Detlef A1 - Waxmonsky, James G. A1 - Swanson, James A1 - Nowak-Szczepanska, Natalia A1 - Gomula, Aleksandra A1 - Apanasewicz, Anna A1 - Konarski, Jan M. A1 - Malina, Robert M. A1 - Bartkowiak, Sylwia A1 - Lebedeva, Lidia A1 - Suchomlinov, Andrej A1 - Konstantinov, Vsevolod A1 - Blum, Werner A1 - Limony, Yehuda A1 - Chakraborty, Raja A1 - Kirchengast, Sylvia A1 - Tutkuviene, Janina A1 - Jakimaviciene, Egle Marija A1 - Cepuliene, Ramune A1 - Franken, Daniel A1 - Navazo, Bárbara A1 - Moelyo, Annang G. A1 - Satake, Takashi A1 - Koziel, Slawomir ED - Scheffler, Christiane ED - Koziel, Slawomir ED - Hermanussen, Michael ED - Bogin, Barry T1 - Growth, Nutrition and Economy BT - Proceedings of the 27th Aschauer Soiree, held at Krobielowice, Poland, November 16th 2019 T2 - Human Biology and Public Health N2 - Twenty-three scientists met at Krobielowice, Poland to discuss the role of growth, nutrition and economy on body size. Contrasting prevailing concepts, re-analyses of studies in Indonesian and Guatemalan school children with high prevalence of stunting failed to provide evidence for an association between nutritional status and body height. Direct effects of parental education on growth that were not transmitted via nutrition were shown in Indian datasets using network analysis and novel statistical methods (St. Nicolas House Analysis) that translate correlation matrices into network graphs. Data on Polish children suggest significant impact of socioeconomic sensitivity on child growth, with no effect of maternal money satisfaction. Height and maturation tempo affect the position of a child among its peers. Correlations also exist between mood disorders and height. Secular changes in height and weight varied across decades independent of population size. Historic and recent Russian data showed that height of persons whose fathers performed manual work were on average four cm shorter than persons whose fathers were high-degree specialists. Body height, menarcheal age, and body proportions are sensitive to socioeconomic variables. Additional topics included delayed motherhood and its associations with newborn size; geographic and socioeconomic indicators related to low birth weight, prematurity and stillbirth rate; data on anthropometric history of Brazil, 1850-1950; the impact of central nervous system stimulants on the growth of children with attention-deficit/hyperactivity disorder; and pituitary development and growth hormone secretion. Final discussions debated on reverse causality interfering between social position, and adolescent growth and developmental tempo. KW - nutrition KW - stunting KW - socioeconomy KW - education KW - secular changes KW - pubertal timing Y1 - 2021 U6 - https://doi.org/10.52905/hbph.v1.1 SN - 2748-9957 VL - 2021 IS - 1 SP - 1 EP - 13 PB - Universitätsverlag Potsdam CY - Potsdam ER - TY - JOUR A1 - Hermanussen, Michael A1 - Groth, Detlef A1 - Scheffler, Christiane T1 - Human growth data analyses and statistics BT - The 4th Gülpe International Student Summer School JF - Human biology and public health N2 - Students learn by repetition. Repetition is essential, but repetition needs questioning, and questioning the repertoire belongs to the essential tasks of student education. Guiding students to questioning was and is our prime motive to offer our International Student Summer Schools. The data were critically discussed among the students, in the twilight of Just So Stories, common knowledge, and prompted questioning of contemporary solutions. For these schools, the students bring their own data, carry their preliminary concepts, and in group discussions, they may have to challenge these concepts. Catch-up growth is known to affect long bone growth, but different opinions exist to what extent it also affects body proportions. Skeletal age and dental development are considered appropriate measures of maturation, but it appears that both system develop independently and are regulated by different mechanisms. Body weight distributions are assumed to be skewed, yet, historic data disproved this assumption. Many discussions focused on current ideas of global growth standards as a common yardstick for all populations world-wide, with new statistical tools being developed including network reconstruction and evaluation of the reconstructs to determine the confidence of graph prediction methods. KW - Just so stories KW - Summer Schools KW - questioning solutions KW - repetition Y1 - 2022 U6 - https://doi.org/10.52905/hbph2021.3.29 SN - 2748-9957 VL - 2021 IS - 3, Summer School Supplement PB - Universitätsverlag Potsdam CY - Potsdam ER - TY - JOUR A1 - Groth, Detlef A1 - Scheffler, Christiane A1 - Hermanussen, Michael T1 - Human growth data analysis and statistics – the 5th Gülpe International Student Summer School JF - Human biology and public health N2 - The Summer School in Gülpe (Ecological Station of the University of Potsdam) offers an exceptional learning opportunity for students to apply their knowledge and skills to real-world problems. With the guidance of experienced human biologists, statisticians, and programmers, students have the unique chance to analyze their own data and gain valuable insights. This interdisciplinary setting not only bridges different research areas but also leads to highly valuable outputs. The progress of students within just a few days is truly remarkable, especially when they are motivated and receive immediate feedback on their questions, problems, and results. The Summer School covers a wide range of topics, with this year’s focus mainly on two areas: understanding the impact of socioeconomic and physiological factors on human development and mastering statistical techniques for analyzing data such as changepoint analysis and the St. Nicolas House Analysis (SNHA) to visualize interacting variables. The latter technique, born out of the Summer School’s emphasis on gaining comprehensive data insights and understanding major relationships, has proven to be a valuable tool for researchers in the field. The articles in this special issue demonstrate that the Summer School in Gülpe stands as a testament to the power of practical learning and collaboration. Students who attend not only gain hands-on experience but also benefit from the expertise of professionals and the opportunity to engage with peers from diverse disciplines. KW - Summer Schools KW - Statistical Exercise KW - Repetition Y1 - 2023 U6 - https://doi.org/10.52905/hbph2023.1.70 SN - 2748-9957 VL - 1 PB - Universitätsverlag Potsdam CY - Potsdam ER -