Our approach using the upright CT and 3D-3D registration technique clearly described the effect of full weightbearing in AJC kinematics, and the results support our hypothesis.
The bony motions in the AJC under weight load in the past studies [
10,
11,
15] were lower than those in the present study, likely because of insufficient and unphysiological weightbearing (Table
2).
Table 2Comparison of the hindfoot kinematics with past studies
Our method to analyze AJC kinematics has several advantages over the methods using fluoroscopy or other imaging modalities (Table
3). First, 3D-3D registration on CT images requires fewer steps to match the bone and evaluate AJC kinematics and it is easier to match 3D to 3D than 2D to 3D models. Analysis of foot bone and AJC kinematics using fluoroscopy and the 2D-3D registration technique has been reported [
1‐
6]; however, its major limitation is the complex nature of the steps required to build and match the bones. The 2D images taken by fluoroscopic imaging are shadow pictures, and a 3D bone model based on CT images is required to accurately match the bones on the 2D images. Image calibration is also required to adjust enlarged images when using the X-ray system. Several matching algorithms have been developed, but the significant time and cost required to analyze the kinematics of the bones limit its use. The accuracy of the 3D-3D registration was below 0.2° in rotation [
31]. Second, only minor motion artifacts were found in AJC images with upright CT in the present study (Table
1). Changes in hindfoot alignment have been assessed using upright cone beam CT [
16‐
23], but it takes as long as 20 to 48 s to acquire images, and it is necessary for participants to support the body to reduce artifacts. In fact, moderate to severe motion artifacts were observed in the cone beam CT images of the knee and ankle [
27]. In addition, participants must put their foot in a small tube of the cone beam CT, and thus the participants must set their contralateral foot somewhere aside from the tube or stabilize their body using supportive tools such as a pole. This position is not a natural standing position, and only partial weight is loaded on the foot. Third, physiological weightbearing while standing can be acquired in the upright CT, while simulated weight with loading devices was applied in the studies using conventional CT [
7‐
15]. In those studies, the hip, shoulder, or knee must be fixed to reproduce the hypothetical loading conditions, and the lower limb muscles used to maintain the standing position was not active in the prone position. Those limit the representation of physiological loading and tarsal bone alignment while standing.
Table 3Comparison of the methods to analyze the hind foot kinematics
Fluoroscopy and 2D-3D registration | 2D | Several seconds | 2D-3D/image calibration and optimization | Full |
Cone beam CT | 3D/motion artifact | 20–48 s | 3D-MPR/evaluate only in 2D plane | Full/partial |
Conventional CT | 3D | 10–20 s | 3D-3D/volume marge technique | Simulated |
MRI | 3D/motion artifact | 120–180 s | 3D-3D/marching cubes method | Full/partial |
Upright CT and 3D-3D registration | 3D | 10–20 s | 3D-3D/iterative closest point | Full |
Several limitations of the present study should be noted. First, there were no patient data, and only asymptomatic subjects were included. However, our method using an upright CT and 3D-3D registration technique can be a powerful tool to investigate kinematic change in the AJC of the patients. The clinical relevance of the hindfoot motion during natural full weightbearing should be studied in the near future. Second, the imaging was divided into three categories, i.e., no weightbearing, 50% weightbearing, and full weightbearing, and static imaging was performed. Although continuous imaging in 4D was possible using an upright CT with 320-row multidetector, the image quality of 4D CT was insufficient to capture the tarsal bones; thus, we separately scanned the three loading conditions. To analyze the continuous dynamics of the hindfoot, we need to increase the observation points under different weightbearing conditions in a future study.