ArticleIntegrative organismal biology (Oxford, England)2021
AutoBend: An Automated Approach for Estimating Intervertebral Joint Function from Bone-Only Digital Models.
Article in Integrative organismal biology (Oxford, England), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
16 citing papers in PubMed, 20 citations in OpenAlex.
- Patterns of spinal motion, kinematic spaces and the land-to-sea transition in carnivorans.Anatomical record (Hoboken, N.J. : 2007) · 2026Article
- Article
- Digital range of motion analysis is sensitive to subjective steps in joint model construction.Journal of anatomy · 2026Article
- Scaling of internal joint distance in the elbow of small- to medium-sized mammals: Implications for range of motion analyses.Journal of anatomy · 2026Article
- Soft tissue constraints on joint mobility in the avian shoulder.The Journal of experimental biology · 2025Article
- Centres of rotation and osteological constraints on caudal ranges of motion in the sauropod dinosaurRoyal Society open science · 2025Article
- Article
- Origins of mammalian vertebral function revealed through digital bending experiments.Proceedings. Biological sciences · 2024Article
- The influence of the land-to-sea macroevolutionary transition on vertebral column disparification in Pinnipedia.Proceedings. Biological sciences · 2024Article
- Articular surface interactions distinguish dinosaurian locomotor joint poses.Nature communications · 2024Article
- Article
- The functional significance of aberrant cervical counts in sloths: insights from automated exhaustive analysis of cervical range of motion.Proceedings. Biological sciences · 2023Article
- Modern three-dimensional digital methods for studying locomotor biomechanics in tetrapods.The Journal of experimental biology · 2023Review
- From dorsomobility to dorsostability: A study of lumbosacral joint range of motion in artiodactyls.Journal of anatomy · 2022Article
- Body-axis organization in tetrapods: a model-system to disentangle the developmental origins of convergent evolution in deep time.Biology letters · 2022Review
- A Guide to Inverse Kinematic Marker-Guided Rotoscoping Using IK Solvers.Integrative organismal biology (Oxford, England) · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 1 institution in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Deciphering the biological function of rare or extinct species is key to understanding evolutionary patterns across the tree of life. While soft tissues are vital determinants of joint function, they are rarely available for study. Therefore, extracting functional signals from skeletons, which are more widely available via museum collections, has become a priority for the field of comparative biomechanics. While most work has focused on the limb skeleton, the axial skeleton plays a critical role in body support, respiration, and locomotion, and is therefore of central importance for understanding broad-scale functional evolution. Here, we describe and experimentally validate AutoBend, an automated approach to estimating intervertebral joint function from bony vertebral columns. AutoBend calculates osteological range of motion (oROM) by automatically manipulating digitally articulated vertebrae while incorporating multiple constraints on motion, including both bony intersection and the role of soft tissues by restricting excessive strain in both centrum and zygapophyseal articulations. Using AutoBend and biomechanical data from cadaveric experiments on cats and tegus, we validate important modeling parameters required for oROM estimation, including the degree of zygapophyseal disarticulation, and the location of the center of rotation. Based on our validation, we apply a model with the center of rotation located within the vertebral disk, no joint translation, around 50% strain permitted in both zygapophyses and disks, and a small amount of vertebral intersection permitted. Our approach successfully reconstructs magnitudes and craniocaudal patterns of motion obtained from
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.