Hold it close: male octopus hold their hectocotylus closer to their body

IF 2.1 3区 生物学 Q2 MARINE & FRESHWATER BIOLOGY Marine Biology Pub Date : 2024-03-14 DOI:10.1007/s00227-024-04398-2
Willem Lee Weertman, David Scheel
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Abstract

The right third arm of the male octopus is the hectocotylized arm. This arm is modified by anatomy specialized to hold and transfer sperm packets to the female, and lacks suckers at the distal end. Male octopus may be distinguished by the skilled eye from their habit of holding their hectocotylus closer to their body in a protective manner, although this observation has never been described quantitatively. We utilized a three-step process of data annotation, pose estimation model training, and model inference to show that this common observation is true of Octopus rubescens. In 2338 images, the eyes, mantle tip, and arm tips of two male (n = 1152) and three female (n = 1085) octopuses were annotated by an experimenter. These images were then used to train a DeepLabCut pose estimation model which achieved a RMSE of 1.78 cm. This model was then used to annotate 11.4 h (n = 408,985 images) of four female and eight male octopuses moving across the middle of a large aquarium. We then compared the human annotated data, and the model inference data separately. In both datasets we compared the arm-tip-to-eye centered point distances, as well as the octopus centric arm tip 90% kernel density estimation area. In both the training dataset and the model inference datasets we found common results. Male O. rubescens hold their third to the right arm closer to their body than all seven other arms while the females do not. Further, in both males and females, the rear arm pairs operate closer to the body than the front arm pairs. Despite their anatomical similarity and potential redundancy, these results indicates functional differences in arm use by octopuses.

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紧紧抱住:雄性章鱼将ctocotylus紧紧抱住身体
雄性章鱼的右侧第三臂是异形臂。这只手臂的解剖结构经过改良,专门用于容纳精子并将精子包转移给雌性,其远端没有吸盘。雄性章鱼习惯将其八爪鱼臂紧贴身体,以起到保护作用,这一点可以用肉眼将其区分开来,但这种观察从未被定量描述过。我们采用了数据注释、姿势估计模型训练和模型推理三步流程,证明这一常见观察结果在章鱼 rubescens 身上是真实的。在 2338 张图像中,实验人员对两只雄性章鱼(n = 1152)和三只雌性章鱼(n = 1085)的眼睛、幔尖和臂尖进行了标注。这些图像随后被用于训练 DeepLabCut 姿态估计模型,该模型的均方误差为 1.78 厘米。该模型随后被用于标注四只雌性章鱼和八只雄性章鱼在大型水族箱中间移动的 11.4 小时(n = 408,985 张图像)。然后,我们分别比较了人类注释数据和模型推理数据。在这两个数据集中,我们比较了臂尖到眼睛中心点的距离,以及章鱼以臂尖为中心的 90% 核密度估计区域。在训练数据集和模型推理数据集中,我们发现了共同的结果。雄性 O. rubescens 右第三臂比其他七臂更靠近身体,而雌性则不然。此外,雄性和雌性的后臂都比前臂更靠近身体。尽管在解剖学上具有相似性和潜在的冗余性,但这些结果表明章鱼在手臂使用方面存在功能差异。
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来源期刊
Marine Biology
Marine Biology 生物-海洋与淡水生物学
CiteScore
4.20
自引率
8.30%
发文量
133
审稿时长
3-6 weeks
期刊介绍: Marine Biology publishes original and internationally significant contributions from all fields of marine biology. Special emphasis is given to articles which promote the understanding of life in the sea, organism-environment interactions, interactions between organisms, and the functioning of the marine biosphere.
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