Langley Natalie R, Cridlin Sandra
1 Anatomy Department, Mayo Medical School, Mayo Clinic, Scottsdale, Arizona.
2 Medical Assisting, South College, Knoxville, Tennessee.
Hum Biol. 2016 Jan;88(1):76-83. doi: 10.13110/humanbiology.88.1.0076.
Secular changes refer to short-term biological changes ostensibly due to environmental factors. Two well-documented secular trends in many populations are earlier age of menarche and increasing stature. This study synthesizes data on maximum clavicle length and fusion of the medial epiphysis in 1840-1980 American birth cohorts to provide a comprehensive assessment of developmental and morphological change in the clavicle. Clavicles from the Hamann-Todd Human Osteological Collection (n = 354), McKern and Stewart Korean War males (n = 341), Forensic Anthropology Data Bank (n = 1,239), and the McCormick Clavicle Collection (n = 1,137) were used in the analysis. Transition analysis was used to evaluate fusion of the medial epiphysis (scored as unfused, fusing, or fused). Several statistical treatments were used to assess fluctuations in maximum clavicle length. First, Durbin-Watson tests were used to evaluate autocorrelation, and a local regression (LOESS) was used to identify visual shifts in the regression slope. Next, piecewise regression was used to fit linear regression models before and after the estimated breakpoints. Multiple starting parameters were tested in the range determined to contain the breakpoint, and the model with the smallest mean squared error was chosen as the best fit. The parameters from the best-fit models were then used to derive the piecewise models, which were compared with the initial simple linear regression models to determine which model provided the best fit for the secular change data. The epiphyseal union data indicate a decline in the age at onset of fusion since the early twentieth century. Fusion commences approximately four years earlier in mid- to late twentieth-century birth cohorts than in late nineteenth- and early twentieth-century birth cohorts. However, fusion is completed at roughly the same age across cohorts. The most significant decline in age at onset of epiphyseal union appears to have occurred since the mid-twentieth century. LOESS plots show a breakpoint in the clavicle length data around the mid-twentieth century in both sexes, and piecewise regression models indicate a significant decrease in clavicle length in the American population after 1940. The piecewise model provides a slightly better fit than the simple linear model. Since the model standard error is not substantially different from the piecewise model, an argument could be made to select the less complex linear model. However, we chose the piecewise model to detect changes in clavicle length that are overfitted with a linear model. The decrease in maximum clavicle length is in line with a documented narrowing of the American skeletal form, as shown by analyses of cranial and facial breadth and bi-iliac breadth of the pelvis. Environmental influences on skeletal form include increases in body mass index, health improvements, improved socioeconomic status, and elimination of infectious diseases. Secular changes in bony dimensions and skeletal maturation stipulate that medical and forensic standards used to deduce information about growth, health, and biological traits must be derived from modern populations.
长期变化指表面上由环境因素导致的短期生物学变化。许多人群中两个有充分文献记载的长期趋势是初潮年龄提前和身高增加。本研究综合了1840年至1980年美国出生队列中锁骨最大长度和内侧骨骺融合的数据,以全面评估锁骨的发育和形态变化。分析使用了哈曼 - 托德人类骨学收藏(n = 354)、麦肯和斯图尔特朝鲜战争男性(n = 341)、法医人类学数据库(n = 1239)以及麦考密克锁骨收藏(n = 1137)中的锁骨。采用转变分析来评估内侧骨骺的融合情况(分为未融合、融合中或已融合)。使用了几种统计方法来评估锁骨最大长度的波动。首先,使用德宾 - 沃森检验来评估自相关,并用局部回归(LOESS)来识别回归斜率的视觉变化点。接下来,使用分段回归来拟合估计断点前后的线性回归模型。在确定包含断点的范围内测试了多个起始参数,选择均方误差最小的模型作为最佳拟合模型。然后使用最佳拟合模型的参数来推导分段模型,并将其与初始简单线性回归模型进行比较,以确定哪个模型最适合长期变化数据。骨骺联合数据表明,自20世纪初以来,融合开始的年龄有所下降。20世纪中叶至后期出生队列的融合开始时间比19世纪末和20世纪初出生队列大约早四年。然而,各队列的融合在大致相同的年龄完成。骨骺联合开始年龄最显著的下降似乎发生在20世纪中叶以后。LOESS图显示,男女锁骨长度数据在大约20世纪中叶出现一个变化点,分段回归模型表明1940年后美国人群的锁骨长度显著下降。分段模型的拟合效果略优于简单线性模型。由于模型标准误差与分段模型没有实质性差异,因此可以主张选择较简单的线性模型。然而,我们选择分段模型是为了检测用线性模型过度拟合的锁骨长度变化。最大锁骨长度的下降与美国骨骼形态变窄的记录一致,这在对颅骨和面部宽度以及骨盆双髂嵴宽度的分析中得到了体现。环境对骨骼形态的影响包括体重指数增加、健康改善、社会经济地位提高以及传染病的消除。骨骼尺寸和骨骼成熟度的长期变化表明,用于推断生长、健康和生物学特征信息的医学和法医标准必须来自现代人群。