Total knee arthroplasty(TKA)is mainly used for the treatment of advanced knee osteoarthritis.Accurate preoperative planning and rapid prosthesis recognition are essential for smooth operation and postoperative rehabilitation.However,manual prosthesis recognition rely on doctors'experience,easily leading to misdiagnosis or missed diagnosis.Recent years,artificial intelligence(AI)had been integrated with medical imaging,represented by machine learning(ML)and its branch deep learning(DL),and displayed relatively powerful auxiliary functions in TKA.The research status and application progresses of AI combined with imaging in TKA were reviewed in this article.

Total knee arthroplasty(TKA)is mainly used for the treatment of advanced knee osteoarthritis.Accurate preoperative planning and rapid prosthesis recognition are essential for smooth operation and postoperative rehabilitation.However,manual prosthesis recognition rely on doctors'experience,easily leading to misdiagnosis or missed diagnosis.Recent years,artificial intelligence(AI)had been integrated with medical imaging,represented by machine learning(ML)and its branch deep learning(DL),and displayed relatively powerful auxiliary functions in TKA.The research status and application progresses of AI combined with imaging in TKA were reviewed in this article.

Knee osteoarthritis(KOA)is a chronic degenerative joint disease which could result disabling in late stage.The objectivity in imaging diagnosis of KOA is often various due to human factors and other influences.Artificial intelligence(AI)has been proved highly valuable for KOA.The progresses of AI in imaging diagnosis and grading of KOA,detecting cartilages lesions,predicting pain and long-term care of KOA were reviewed in this article.

Background and purpose:DDX is an adenosine triphosphate(ATP)-dependent RNA helicase closely related to mRNA regulation,tumor proliferation and invasion.This article aimed to explore the effect of DDX6,a member of the DDX family,on the stability of CKMT1A mRNA,as well as the effect of the DDX6 CKMT1A axis on the proliferation and migration ability of human nasopharyngeal carcinoma cell CNE2 and its molecular mechanism.Methods:We retrieved the data of expressions of DDX6 and CKMT1A in human head and neck squamous cell carcinoma from The Cancer Genome Atlas(TCGA)database and performed a correlation analysis.Western blot was performed to detect the expressions of CKMT1A and DDX6 in human nasopharyngeal carcinoma tissues and normal nasopharyngeal tissues preserved by Affiliated Hospital of Nantong University.This study was approved by the Ethics Committee of Affiliated Hospital of Nantong University(Number:2022-L114).We used transwell assay to detect cell migration ability,EdU assay to detect cell proliferation ability,and colony formation assay to detect clone formation ability.We transfect with lentivirus and plasmids to construct sh-DDX6,sh-CKMT1A,sh-CKMT1A+sh-DDX6 and oe-CKMT1A cell models derived from the human nasopharyngeal carcinoma cell line CNE2,preserved by Affiliated Hospital of Nantong University,to clarify the impact of DDX6 and CKMT1A expression levels on the malignant biological phenotypes of nasopharyngeal carcinoma cells.BALB/c nude mice subcutaneous xenograft tumor model was constructed to detect the effects of DDX6 and CKMT1A on nasopharyngeal carcinoma cells in mice.RNA stability assay was used to detect the effect of DDX6 knockout on CKMT1A mRNA and further clarify the molecular mechanism of DDX6.Results:DDX6 was highly expressed,CKMT1A level was low in human nasopharyngeal carcinoma tissue,and DDX6 was negatively correlated with CKMT1A expression.DDX6 inhibited protein translation of CKMT1A by disrupting its mRNA stability.Low expression of CKMT1A in CNE2 cells enhanced cell migration and proliferation ability,while high expression inhibited migration and proliferation ability.Knocking out DDX6 reversed the progression of malignant behavior caused by downregulation of CKMT1A.Low expression of CKMT1A promoted tumor cell growth in BALB/c nude mice subcutaneous xenograft tumor model,while low expression of DDX6 inhibited tumor cell growth.Knocking out DDX6 and CKMT1A simultaneously restored the inhibitory effect caused by knocking down DDX6 alone.Conclusion:DDX6 in nasopharyngeal carcinoma cells disrupts the stability of CKMT1A mRNA,negatively regulates CKMT1A protein translation,upregulates the proliferation and migration ability of nasopharyngeal carcinoma cells,and promotes malignant progression of nasopharyngeal carcinoma.

Objective:To investigate the clinical outcomes of fragility fractures of the pelvis (FFP) treated with robot-assisted screws, minimally reduction according to the pelvic osseous pathways.Methods:A retrospective analysis was performed on the data of 50 elderly patients with FFP treated by the Department of Trauma and Pelvic Trauma of Tianjin Hospital from March 2016 to October 2021, and the 50 patients with FFP were divided into robotic-assisted screw fixation group (robot group) and open reduction steel plate fixation group (open group) according to the fixation method. There were 30 patients in the Robot group, 6 males and 24 females, average age 75.03±7.32 years (range, 60-90 years). According to Rommens and Hofmann FFP classification, there were 4 cases of IIc type, 8 cases of IIIa type, 1 case of IIIb type, 12 cases of IIIc type, 3 cases of IVa type, 2 cases of IVb type. There were 20 patients in the open group, 5 males and 15 females, average age 71.90±5.51 years (range, 62-85 years). According to Rommens and Hofmann FFP classification, there were 2 cases of IIc type, 6 cases of IIIa type, 9 cases of IIIc type, 3 cases of IVa type. The two groups were compared with age, pelvic fracture classification, operation time, intraoperative blood loss, fracture reduction quality, visual analogue scale (VAS), Majeed score, and wound healing or not.Results:All patients were followed up for 12.72 months (range, 6-24 months). In the robot group, the operation time was 50.17±19.32 min (range, 30-120 min), and intraoperative blood loss was 55.50±28.60 ml (range, 10-150 ml); in the open group, the operation time was 92.25±27.55 min (range, 60-180 min), and intraoperative blood loss was 217.50±67.20 ml (range, 150-400 ml), there were statistical differences ( t=6.36, P<0.001; t=11.72, P<0.001). According to Mears and Velyvis imaging evaluation criteria, in the robot group, anatomical reduction were achieved in 10 cases, satifactory reduction were achieved in 20 cases; in the open group, anatomical reduction were achieved in 14 cases, satifactory reduction were achieved in 6 cases, there were statistical differences (χ 2=6.46, P=0.011). In the robot group, VAS for pelvic pain was 7.33±1.32 points (range, 4-9 points) before operation, 4.13±1.07 points (range, 3-8 points) one week after surgery, and 2.30±0.84 points (range, 1-5 points) at the last follow-up; in the open group, VAS for pelvic pain was 7.45±1.23 points (range, 5-9 points) before operation, 5.25±1.25 points (range, 3-8 points) one week after surgery, and 2.80±1.24 points (range, 1-6 points) at the last follow-up, the difference between the two groups was statistically significant ( F=162.18, P<0.001; F=70.18, P<0.001), the difference between the two groups was statistically significant 1 week after surgery ( t=3.37, P=0.001), and there was no statistically significant difference between the two groups before surgery and the last follow-up ( P>0.05). The Majeed score was 82.10±4.80 (range, 65-95) in the robot group, 77.60±5.40 (range, 70-93) in the open group at the last follow-up, there were statistical differences ( t=3.09, P=0.003). There was no wound complication in the robot group, there were 4 cases with wound infection or rupture in the open group. One LC-II screw loosen in the robot group, which needed reoperation with cement, there was also 1 screw of plate loosening in the open group with no reoperation. Conclusion:Robot-assisted screws fixation with minimally reduction based pelvic osseous pathways shows satisfactory clinical outcomes, satisfactory reduction, effective pain relief, and fewer postoperative complications in treatment of elderly FFP.

Objective:To evaluate the clinical outcomes of traumatic spinopelvic dissociation treated with robot-assisted bilateral triangular fixation.Methods:From March 2016 to March 2020, 30 patients with traumatic spinopelvic dissociation were retrospectively analyzed. According to operation and fixation methods, the patients were divided into robot-assisted minimally invasive bilateral triangular fixation group (Robot triangular group) and traditional open reduction lumbopelvic fixation group (Lumbopelvic group). There were 16 patients in the Robot triangular group, 4 males and 12 females, average age 35.7±13.3 years (range, 16-58 years). There were 10 cases of U-shaped, 4 cases of H-shaped, 2 cases of Y-shaped sacral fractures according to shape classification of sacral fractures. According to ROY-Camille classification, there were 4 cases of type I, 9 cases of type II, 3 cases of type III. There were 13 cases with sacral nerve injuries, including 10 cases of Gibbons grade II, 3 cases of grade III. There were 14 patients in the Lumbopelvic group, 4 males and 10 females, average age 37.4±15.1 years (range, 18-66 years), there were 10 cases of U-shaped, 3 cases of H-shaped, 1 case of Y-shaped sacral fractures according to shape classification of sacral fractures. According to ROY-Camille classification, there were 1 case of type I, 10 cases of type II, 3 cases of type III. There were 10 cases with sacral nerve injuries, 7 cases of Gibbons grade II, 3 cases of grade III. The patients' age, operation time, intraoperative blood loss, and Majeed score of the two groups were compared by independent sample t-test; gender, sacral fracture classification, ROY-Camille classification, fracture reduction quality, postoperative wound infection, and sacral nerve recovery were compared by Chi-square test. Results:All patients were followed up for 23.6 months (range, 12-54 months). In the Robot triangular group, the operation time was 95.3±27.5 min (range, 70-180 min), and intraoperative blood loss was 98.7±47.5 ml (range, 50-250 ml). According to Mears and Velyvis imaging evaluation criteria, anatomical reduction was achieved in 6 cases, satisfactory reduction was achieved in 9 cases and unsatisfactory reduction in 1 case. The Majeed score was 85.5±7.7 points. 8 cases of Gibbons grade II sacral nerve injury were recovered to grade I after surgery, 1 case of grade III recovered to grade I, and 1 case recovered to grade II. In the Iliolumbar fixation group, the operation time was 148.6±59.1 min (range, 90-240 min), and intraoperative blood loss was 582.1±244.6 ml (range, 300-1 200 ml). According to Mears and Velyvis imaging evaluation criteria, anatomical reduction was achieved in 7 cases, satisfactory reduction was achieved in 6 case and unsatisfactory in 1 case. The Majeed score was 77.6±7.7 points. 5 of 7 cases of Gibbons grade II sacral nerve injury were recovered to grade I after surgery, and 2 of 3 cases of grade III recovered to grade I. Compared with the Iliolumbar fixation group, the Robot triangular group has shorter operation time ( t=3.23, P<0.05), less bleeding ( t=7.76, P<0.05), and higher postoperative Majeed score ( t=2.83, P<0.05). There are statistical differences in the above indicators significance. Conclusion:For traumatic spinopelvic dissociation, especially fractures involving the lumbosacral junction, those who do not require sacral nerve decompression, Robot-assisted bilateral triangular fixation shows satisfactory clinical outcomes, which is minimally invasive, with fewer postoperative complications.

Objective:To investigate the effect of reverse saphenous nerve neurocutaneous flaps for skin defects of forefoot with the help of the three dimensional computerized tomography angiography(3D-CTA).Methods:From November 2013 to February 2018, 19 patients with anterior foot defects were treated in the Yidu Central Hospital of Weifang. There were 12 males and 7 females. The patients ranged from 16 to 45 years old, with an average age of 29.6 years. Preoperative 3D-CTA examination of the ipsilateral foot was performed to find out the blood vessels in the donor site, to determine the location, course, length of the superficial branch of the medial plantar toe artery and its relationship with the surrounding tissues, and to design the medial saphenous nerve nutrient vessel skin flap for retrograde repair of the skin and soft tissue defect at the front of the foot. Sensitive recovery were evaluated according to Swanson evaluation of clinical effect of peripheral nervous impairment.Results:Preoperative three-dimensional CT angiography showed that the superficial branches of the medial plantar toe artery were detected, and the perforating vessels during the operation were basically consistent according to the result of the examination. The 19 cases of forefeet skin detects were successfully reconstructed with the reverse saphenous nerve neurocutaneous flaps. All patients were followed up with the mean of 8 months. All flaps survived totally without diabrosis and swelling. The walking and weight-bearing were normal and the blood supply of foot were good. The functional recovery of foot and ankle was excellent in 8 cases, good in 10 cases and middle in 1 case. The sensory recovery of the forefoot: S4 5 feet, S3 10 feet, S2 4 feet; R4 3 feet, R3 9 feet, R2 7 feet.Conclusions:Preoperative 3D-CTA examination can confirm the anatomy of the superficial branch of the medial toe base artery in the donor site and guide the design of the medial saphenous nerve nutrient vessel flap for retrograde repair of skin and soft tissue defects of the distal foot. The blood supply is reliable, the wound is small and the effect is satisfactory.

Objective:To investigate the effect of reverse saphenous nerve neurocutaneous flaps for skin defects of forefoot with the help of the three dimensional computerized tomography angiography(3D-CTA).Methods:From November 2013 to February 2018, 19 patients with anterior foot defects were treated in the Yidu Central Hospital of Weifang. There were 12 males and 7 females. The patients ranged from 16 to 45 years old, with an average age of 29.6 years. Preoperative 3D-CTA examination of the ipsilateral foot was performed to find out the blood vessels in the donor site, to determine the location, course, length of the superficial branch of the medial plantar toe artery and its relationship with the surrounding tissues, and to design the medial saphenous nerve nutrient vessel skin flap for retrograde repair of the skin and soft tissue defect at the front of the foot. Sensitive recovery were evaluated according to Swanson evaluation of clinical effect of peripheral nervous impairment.Results:Preoperative three-dimensional CT angiography showed that the superficial branches of the medial plantar toe artery were detected, and the perforating vessels during the operation were basically consistent according to the result of the examination. The 19 cases of forefeet skin detects were successfully reconstructed with the reverse saphenous nerve neurocutaneous flaps. All patients were followed up with the mean of 8 months. All flaps survived totally without diabrosis and swelling. The walking and weight-bearing were normal and the blood supply of foot were good. The functional recovery of foot and ankle was excellent in 8 cases, good in 10 cases and middle in 1 case. The sensory recovery of the forefoot: S4 5 feet, S3 10 feet, S2 4 feet; R4 3 feet, R3 9 feet, R2 7 feet.Conclusions:Preoperative 3D-CTA examination can confirm the anatomy of the superficial branch of the medial toe base artery in the donor site and guide the design of the medial saphenous nerve nutrient vessel flap for retrograde repair of skin and soft tissue defects of the distal foot. The blood supply is reliable, the wound is small and the effect is satisfactory.

To explore the clinical value of repairing massive soft tissue defects of shank and foot with diverse combined flaps with the help of 3D-CTA technique. Methods From March, 2011 to May, 2018, 7 pa-tients with massive soft tissue defects (defect area:21 cm×14 cm-53 cm×16 cm) of shank and foot were treated with combined flaps, including free anterolateral thigh flaps(ALTP) combined with local transferred sural neurocuta-neous vascular flaps in 2 cases, free ALTP combined with local transferred supracondylar flap in 2 cases, free thora-co-umbilical flaps plus local transferred gastrocnemius muscular flaps in 1 case, and free ALTP plus free thoraco-um-bilical flap in 1 case.Free ALTP and free thoraco-umbilical flap respectively combined with double bridge flaps using the both ends of posterior tibial vessel from the healthy limb to form vascular pedicles in 1 case. All cases received 3D-CTA to observe the distribution and anastomosis of perforator vessel. Regular followed-up was made post-opera-tively. Results All patients had been followed-up for 6-18 months. Outpatient service combined with telephone follow-up was adopted. All flaps survived, and flap shape, colour and lustre, elasticity got good recover. At the last follow-up, thermann scale function assessment: 4 cases were excellent, 2 were good, and 1 was fair. Conclusion It is a feasible and effective method to repair massive soft tissue defects of shank and foot using differently combined flaps. Although the surgery can be risky, the method can effectively reduce the rate of limb disability, restore the limb func-tion and shorten the course of treatment.Preoperative 3D-CTA can get the vessel anatomical structure and diameter at donor and recipient sites, which will guide the operation program design and implementation so as to shorten the oper-ation time and improve the accuracy rate of vascular anastomosis.

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