Epidemiology Branch, NIEHS, Durham, NC, USA.
Epidemiology. 2011 May;22(3):320-7. doi: 10.1097/EDE.0b013e31821266c5.
Preterm delivery has a variety of causes, with each of these presumably carrying its own mortality risk. To the extent that they add to the risk of mortality, the various pathologic factors triggering preterm delivery will confound the causal contribution of gestational age to mortality, inflating the observed rates of gestational-age-specific mortality. We have previously estimated that about half of the mortality of US preterm singletons may be due to unmeasured pathologies that increase mortality risk and also cause preterm birth. In this paper, we examine the impact that rare factors may have, at least in theory, on preterm mortality.
We constructed a simple model of gestational-age-specific mortality, in which we arbitrarily selected a function to represent the mortality due to immaturity alone ("baseline" risk). We then added "unmeasured" confounding factors that cause mortality and also cause preterm birth. This construct allowed us to calculate, in simple scenarios, the proportion of preterm mortality that could be caused by unmeasured confounding.
We found that rare pathologies with moderate-to-strong effects can substantially contribute to preterm mortality. The presence of such rare factors can also produce an intersection of gestational-age-specific mortality curves when stratifying by known risk factors.
It is possible that a few relatively rare factors may account for a large fraction of preterm mortality. The search for such factors should be a primary focus of future research on preterm delivery.
早产有多种原因,每种原因都可能有其自身的死亡风险。在某种程度上,这些病理因素增加了早产的死亡风险,使引发早产的各种病理因素混淆了胎龄对死亡率的因果贡献,从而夸大了观察到的特定胎龄死亡率。我们之前估计,美国早产儿的一半死亡可能是由于未测量的病理因素造成的,这些因素会增加死亡风险并导致早产。在本文中,我们研究了罕见因素至少在理论上对早产死亡率的影响。
我们构建了一个简单的特定胎龄死亡率模型,其中我们任意选择一个函数来表示仅因不成熟而导致的死亡率(“基线”风险)。然后,我们添加了导致死亡和早产的“未测量”混杂因素。这种构建方式使我们能够在简单的情况下计算出由未测量的混杂因素引起的早产死亡率的比例。
我们发现,具有中度至强效应的罕见病理因素可能会大大导致早产死亡率。这些罕见因素的存在也可以在按已知风险因素分层时产生特定胎龄死亡率曲线的交点。
少数相对罕见的因素可能会导致很大一部分早产儿死亡。寻找这些因素应该是未来早产研究的重点。