Automatic estimation of hallux valgus angle using deep neural network with axis-based annotation.

OBJECTIVES: We developed the deep neural network (DNN) model to automatically measure hallux valgus angle (HVA) and intermetatarsal angle (IMA) on foot radiographs. The objective is to assess the accuracy of the model by comparing to the manual measurement of foot and ankle surgeons. MATERIALS AND METHODS: A DNN was developed to predict the bone axes of the first proximal phalanx and all metatarsals from the first to the fifth in foot radiographs. The dataset used for model development consisted of 1798 radiographs collected from a population-based cohort and patients at our foot and ankle clinic. The retrospective validation cohort comprised of 92 radiographs obtained from 92 consecutive patients visiting our foot and ankle clinic. The mean absolute error (MAE) between automatic measurements by the model and the median of manual measurements by three foot and ankle surgeons was compared to 3° using one-tailed t-test and was also compared to the inter-rater difference in manual measurements among the three surgeons using two-tailed paired t-test. RESULTS: The MAE for HVA was 1.3° (upper limit of 95% CI 1.6°), and this was significantly smaller than the inter-rater difference of 2.0 ± 0.2° among the surgeons, demonstrating the superior accuracy of the model. In contrast, the MAE for IMA was 0.8° (upper limit of 95% CI 1.0°) that showed no significant difference from the inter-rater difference of 1.0 ± 0.1° among the surgeons. CONCLUSION: Our model demonstrated the ability to measure the HVA and IMA with an accuracy comparable to that of specialists.

Associated correction of forefoot alignment with hindfoot fusion for pes planovalgus deformity.

BACKGROUND: The present study aimed to investigate changes in hallux alignment after corrective surgery for adult-acquired flatfoot deformity (AAFD). PATIENTS AND METHODS: The present study retrospectively investigated the changes of hallux alignment in 37 feet (33 patients) which were treated with double or triple arthrodesis of the hindfoot for AAFD between 2015 and 2021 and could be followed up to one year postoperatively. RESULTS: Hallux valgus (HV) angle significantly decreased by a mean 4.1° among the whole 37 subjects and by a mean 6.6° among the 24 subjects who had a preoperative HV angle of 15° or more. Those who had HV correction (HV angle correction ≥ 5°) demonstrated more near-normal postoperative alignment of the medial longitudinal arch and hindfoot than those without HV correction. CONCLUSIONS: Hindfoot fusion for AAFD could improve preoperative HV deformity to some degree. HV correction was associated with proper realignment of the midfoot and hindfoot. LEVEL OF EVIDENCE: Level IV; retrospective case series.

Systemic inflammatory responses after orthopedic surgery in patients with rheumatoid arthritis treated with tofacitinib.

OBJECTIVE: To investigate the acute phase response to surgical stress in patients with rheumatoid arthritis (RA) treated with tofacitinib, a Janus kinase (JAK) inhibitor. METHODS: A retrospective matched pair analysis of 34 patients treated with tofacitinib and 34 patients treated with conventional disease-modifying anti-rheumatic drugs (csDMARDs) was performed. Patients were matched for age, sex, and type of surgery; body temperature, C-reactive protein (CRP) level, and white blood cell (WBC) count, neutrophil count, and lymphocyte count were compared between the tofacitinib and csDMARDs groups within 2 weeks after orthopedic surgery. Postoperative complications within 90 days were also assessed. RESULTS: No surgical site infection or delayed wound healing was observed in the tofacitinib group; whereas, one case of superficial infection was noted in the csDMARDs group. A similar postoperative increase in body temperature and CRP level was observed in both the groups. Postoperatively, the tofacitinib group showed an increase in WBC and neutrophils counts and a decrease in lymphocyte count, unlike the csDMARDs group. In contrast to two patients (2.6%) in the csDMARDs group, seven patients (20.6%) in the tofacitinib group had lymphocyte counts below 500 cells/µL within 2 weeks postoperatively. CONCLUSION: Tofacitinib did not suppress postoperative increase in body temperature and CRP level. Because of the postoperative decrease in lymphocyte count in patients treated with tofacitinib, the timing for resuming tofacitinib treatment after surgery should be carefully considered. Key Points • This study is the first to report the complications and systemic inflammatory responses after orthopedic surgery in patients treated with tofacitinib in comparison with matched pairs treated with conventional synthetic disease-modifying anti-rheumatic drugs (csDMARDs) • While tofacitinib does not suppress postoperative increase in body temperature and CRP level, the postoperative decrease in lymphocyte count in patients treated with tofacitinib is significant compared with patients treated with csDMARDs • Attention should be paid to a reduced lymphocyte count when to resume tofacitinib after surgery.

Excision Arthroplasty With Interpositional Achilles Tendon Autograft: A Novel Approach to Talonavicular Joint Osteoarthritis Associated With Ankle Arthrodesis.

Talonavicular joint arthritis is a great concern after ankle fusion. Although arthrodesis is the gold standard treatment for this complication, it could initiate a vicious cycle of further adjacent joint arthritis. An alternative that may delay or eliminate the need for arthrodesis is excision arthroplasty; however, there are only a few reports on its application on a talonavicular joint. We report 3 cases of excision arthroplasty with interpositional Achilles tendon autograft for the treatment of end-stage talonavicular osteoarthritis in low-demand elderly patients. In 1 patient, excision arthroplasty was performed after tibiotalocalcaneal arthrodesis, and in 2 patients, it was performed after tibiotalar arthrodesis, in which the subtalar joints were also damaged and fused simultaneously on performance of the interpositional arthroplasty of the talonavicular joint. In all cases, pain relief and functional activities of daily living improvement were achieved with this procedure. At a minimum follow-up of 1 year, no patient reported adjacent joint symptoms or flatfoot progression. These cases show that interpositional arthroplasty with Achilles tendon autograft is an effective treatment for end-stage talonavicular arthritis in patients with fused ankle and subtalar joints. This procedure was helpful in relieving pain and improving activities of daily living function in low-demand elderly patients with the preservation of movement of the talonavicular joint. Autograft was considered to be superior to other grafts with respect to availability, graft rejection, or allergy development. Fused subtalar joint resolved the concerning issues, such as flatfoot progression and muscular weakness of ankle plantar flexion, associated with this procedure.