1.Generating synthetic CT in megavoltage CT image-guided adaptive radiotherapy
Yuting CHEN ; Feiyu ZHOU ; Fuli ZHANG ; Huayong JIANG ; Diandian CHEN ; Yanxiang GAO ; Yanjun YU ; Xiaoyun LE ; Na LU
Chinese Journal of Medical Physics 2024;41(7):813-820
Objective To propose a deep learning neural network approach for transforming megavoltage computed tomography(MVCT)images of cervical cancer into pseudo kilovoltage computed tomography(kVCT)images with high signal-to-noise ratio and contrast-to-noise ratio,thus providing three-dimensional anatomical images and localization information required for adaptive radiotherapy of cervical cancer,and guiding the accelerator to achieve precise treatment.Methods The MVCT and kVCT images of 54 patients treated with cervical cancer radiotherapy were collected,with 44 cases randomly selected as the training set,and the remaining 10 cases as the test set.A cyclic generative adversarial network with gating mechanism and multi-channel data input was used to synthesize pseudo-kVCT images from MVCT images.The network training results were evaluated with imaging quality evaluation parameters,such as mean absolute error(MAE),peak signal-to-noise ratio(PSNR),and structural similarity index(SSIM).Results The MAE,PSNR,and SSIM of MVCT imagesvspseudo-kVCT(5:5)images were(24.9±0.7)HUvs(17.8±0.3)HU,(29.8±0.2)dBvs(30.7±0.2)dB,and 0.841±0.007 vs 0.898±0.003,respectively.Conclusion The generated pseudo-kVCT images have advantages in noise reduction and contrast enhancement,and can reduce the need for additional MV-kVCT electron density calibration in dose calculations.The dose calculation ability of pseudo-kVCT is comparable to that of MVCT,providing a possibility for the application of pseudo-kVCT images in image-guided adaptive radiotherapy.
2.Factors related to postoperative 1-year and 5-year mortalities in elderly patients with hip fracture plus chronic obstructive pulmonary disease
Xiaowei WANG ; Huayong ZHENG ; Shaoguang LI ; Jianzheng ZHANG ; Zhi LIU ; Tiansheng SUN
Chinese Journal of Orthopaedic Trauma 2022;24(1):46-53
Objective:To determine the factors related to postoperative 1-year and 5-year mortalities in elderly patients with hip fracture plus chronic obstructive pulmonary disease (COPD).Methods:A retrospective study was conducted of the elderly patients with hip fracture who had sought medical attention at Department of Orthopaedics, The 7th Medical Center of PLA General Hospital from January 2012 to December 2016.Of them, 103 were complicated with COPD, and another 103 without COPD were selected as controls who were matched in age, gender and fracture site. The 2 groups were compared in terms of postoperative 30-day, 1-year and 5-year mortalities; the risk factors were explored for postoperative 1-year and 5-year mortalities in patients with hip fracture plus COPD.Results:The postoperative 30-day, 1-year and 5-year mortalities in the COPD group were 7.8%(8/103), 29.1%(30/103) and 48.5%(50/103), significantly higher than those in the control group except for the 30-day value [1.9%(2/103), 13.6%(14/103) and 31.1%(32/103)] ( P<0.05). Advanced age ( P=0.003), cardiovascular disease ( P=0.006), respiratory disease ( P=0.009), acute exacerbation of COPD (AECOPD) ( P<0.01), American Society of anesthesiologists (ASA) grades Ⅲ+Ⅳ ( P=0.001), delayed surgery (>48 h) ( P=0.015), pre-injury activities of daily living (ADL) score ( P=0.002) and mobility ( P=0.010) were related to an increased risk for 1-year mortality after operation. Advanced age ( OR=1.106, 95% CI: 1.016 to 1.210, P=0.021), AECOPD ( OR=5.053, 95% CI: 1.520 to 16.800, P=0.008), and ASA grades Ⅲ+Ⅳ ( OR=1.657, 95% CI: 1.072 to 3.912, P=0.040) were the risk factors for 5-year mortality in patients with COPD; pre-injury ADL ( OR=0.974, 95% CI: 0.987 to 0.967, P=0.043) was negatively correlated with 5-year mortality. Conclusions:COPD can significantly increase the short-term and long-term mortalities in elderly patients with hip fracture.Cardiovascular disease, AECOPD and ASA grades Ⅲ+Ⅳ are factors related to postoperative 1-year mortality in patients with hip fracture plus COPD. Advanced age, AECOPD and ASA grades Ⅲ+Ⅳ and delayed surgery (>48 h) are risk factors for postoperative 5-year mortality in patients with hip fracture plus COPD. ADL score before injury is negatively correlated with postoperative 1-year and 5-year mortalities.
4.Clinical effect of anterolateral minimally invasive plate osteosynthesis in treatment of middle-distal humeral shaft fracture
Huayong ZHENG ; Jie GAO ; Yongzhi GUO ; Xiaowei WANG ; Jianzheng ZHANG ; Shaoguang LI ; Zhi LIU ; Tiansheng SUN
Chinese Journal of Trauma 2021;37(6):549-554
Objective:To investigate the clinical effect of minimally invasive plate osteosynthesis (MIPO) through anterolateral approach in treatment of middle-distal humeral shaft fracture.Methods:A retrospective case series study was conducted to analyze the clinical data of 21 patients with middle-distal humeral shaft fracture admitted to 7th Medical Center of Chinese PLA General Hospital from August 2015 to March 2018, including 12 males and 9 females, aged 18-68 years [(31.3±3.6)years]. All were closed fracture. According to AO classification, the fracture were classified as type A in 6 patients, type B in 10 and type C in 5. All patients were treated with anterolateral minimally invasive plate fixation. The operation time, intraoperative blood loss and hospital stay were recorded. The fracture healing was observed after operation. The visual analogue scale (VAS), University of California at Los Angeles (UCLA) shoulder rating scale, and Mayo elbow performance score (MEPS) were used to evaluate the effectiveness before operation and at 2 weeks, 3 months and 12 months after operation.Results:All patients were followed up for 12-26 months [(18.2±2.4)months]. The operation time was 50-82 minutes [(68.2±19.4)minutes], with intraoperative blood loss of 40-95 ml [(60.2±21.3)ml]. The hospital stay was 6-16 days [(6.8±1.2)days]. There was no iatrogenic vascular or nerve injury during operation. The patients with radial nerve injury before operation were all adventitia contusion. The nerve function returned to normal within 3 months after operation. All fractures were healed within 5-10 months [(5.3±1.2)months]. At 2 weeks, 3 months and 12 months after operation, the VAS [(3.6±0.8)points, (2.1±0.4)points, (1.8±0.3)points] was lower than that before operation [(8.3±1.6)points] ( P<0.05); UCLA shoulder rating scale [(31.2±1.5)points, (33.6±0.8)points, (34.6±0.5)points] was higher than that before operation [(28.4±2.3)points] ( P<0.05); and MEPS [(80.2±3.4)points, (93.4±2.2)points, (96.4±3.5)points] was higher than that before operation [(60.5±4.5)points] ( P<0.05). At the last follow-up, the UCLA shoulder rating scale and MEPS showed excellent results. Conclusion:For middle and lower humeral shaft fracture especially for the fracture line relatively distal to the shaft, MIPO technique through anterolateral approach can attain satisfactory results in terms of pain, range of motion of shoulder and elbow joint, and joint function.
5.Acumed intramedullary nailing for AO type A3 forearm diaphyseal fracture in adults
Hao WANG ; Hongying HE ; Huayong ZHENG ; Dongdong LYU ; Jianzheng ZHANG ; Zhi LIU
Chinese Journal of Orthopaedic Trauma 2021;23(10):896-899
Objective:To evaluate the clinical outcomes of Acumed intramedullary nailing for AO type A3 forearm diaphyseal fracture in adults.Methods:A retrospective study was conducted of the 20 adult patients with AO type A3 forearm diaphyseal fracture who had been treated by Acumed intramedullary nailing from January 2016 to November 2018 at PLA General Hospital. They were 18 males and 2 females, aged from 18 to 56 years (average, 36.5 years). There were 6 radius diaphyseal fractures, 9 ulna diaphyseal fractures and 5 diaphyseal fractures of both forearm bones. The clinical outcomes of Acumed intramedullary nailing for AO type A3 forearm diaphyseal fractures were evaluated by recording the perioperative complications, fracture union time, forearm rotation range at 12-month follow-up, and Disability of the Arm, Shoulder and Hand Questionnaire (DASH) scores for the upper limb function.Results:The 20 patients were followed up for 12 to 18 months (mean, 15.8 months). Bony union was achieved in all the patients after 3 to 4 months (average, 3.3 months). Partial rupture of the extensor pollicis longus tendon happened during operation in one patient and at 3 months post-operation in another due to fixation irritation, and linear ossification of interosseous membranes was observed in one patient with diaphyseal fractures of both forearm bones. 12-month follow-ups showed that, in the 20 patients, forearm pronation ranged from 80° to 90° (average, 89°), supination from 60° to 90° (average, 86.3°) and DASH scores from 0 to 37 (average, 6.5).Conclusions:In the treatment of AO type A3 forearm diaphyseal fracture in adults, Acumed intramedullary nailing can lead to successful fracture union and excellent rotational activity at one year after operation. Therefore, adult AO type A3 forearm diaphyseal fracture can be listed as an indication for Acumed intramedullary nailing.
6.Antinociceptive effects of oleuropein in experimental models of neuropathic pain in male rats
Huayong CHEN ; Dandan MA ; Huapeng ZHANG ; Yanhong TANG ; Jun WANG ; Renhu LI ; Wen WEN ; Yi ZHANG
The Korean Journal of Pain 2021;34(1):35-46
Background:
The present investigation explored the therapeutic actions of oleuropein along with the possible signaling pathway involved in attenuating neuropathic pain in chronic constriction injury (CCI) and vincristine-induced neuropathic pain in male rats.
Methods:
Four loose ligatures were placed around the sciatic nerve to induce CCI, and vincristine (50 μg/kg) was injected for 10 days to develop neuropathic pain.The development of cold allodynia, mechanical allodynia, and mechanical hyperalgesia was assessed using different pain-related behavioral tests. The levels of H2S, cystathionine-γ-lyase (CSE), cystathionine-β-synthase (CBS), orexin, and nuclear factor erythroid-2-related factor 2 (Nrf2) were measured in the sciatic nerve.
Results:
Treatment with oleuropein for 14 days led to significant amelioration of behavioral manifestations of neuropathic pain in two pain models. Moreover, oleuropein restored both CCI and vincristine-induced decreases in H2S, CSE, CBS, orexin, and Nrf2 levels. Co-administration of suvorexant, an orexin receptor antagonist, significantly counteracted the pain-attenuating actions of oleuropein and Nrf2 levels without modulating H2S, CSE and CBS.
Conclusions
Oleuropein has therapeutic potential to attenuate the pain manifestations in CCI and vincristine-induced neuropathic pain, possibly by restoring the CSE, CBS, and H2S, which may subsequently increase the expression of orexin and Nrf2 to ameliorate behavioral manifestations of pain.
7.The impact of image-guided radiation therapy on treatment of cervical cancer
Na LU ; Zongkai ZHANG ; Yadi WANG ; Fuli ZHANG ; Huayong JIANG ; Diandian CHEN
Chinese Journal of Radiation Oncology 2021;30(1):81-85
Objective:To evaluate the effect of radical image-guided radiotherapy (IGRT) on the target dose in cervical cancer and investigate the appropriate application mode.Methods:Twenty patients with cervical cancer treated with helical tomotherapy (HT) in Seventh Medical Center of PLA General Hospital from 2012 to 2016 were selected. A megavoltage CT (MVCT) scan was performed before each treatment. The obtained MVCT images were used for dose parameter in the adaptive module of HT to obtain the actual dose (Plan 1) and the non-image-guided dose parameter was simulated (Plan 2). Each single dose distribution and the corresponding fused CT images were transferred to the software Mimvista 6.5 to obtain the total radiation dose parameter by dose superposition.Results:The motion of CTV, uterus and GTV in Plan 2 was significantly larger than that of Plan 1(all P<0.05), and the largest changes were seen in the ventrodorsal and uterine direction. The V 45Gy, V 50Gy, D 98% and D mean of CTV and uterus and V 50Gy of GTV in Plan 2 were significantly decreased compared with those in Plan 1(all P<0.05). The left-right motion of Plan 1 was negatively correlated with D 2% and D 98% of CTV and uterus (both P<0.05). The head-foot motion was negatively associated with V 45Gy and V 50Gy of GTV (both P<0.05). The ventrodorsal motion was negatively correlated with D 98% of uterus ( P<0.05). The left-right motion of Plan 2 was negatively correlated with D 2% of CTV and V 50Gy of uterus (both P<0.05). The head-foot motion was negatively associated with D 98% of CTV, and D 98%, D mean, V 45Gy and V 50Gy of uterus (all P<0.05). The ventrodorsal motion was negatively correlated with D 98% of CTV, D 98%, D mean, V 45Gy and V 50Gy of uterus, and D mean and V 45Gy of GTV (all P<0.05). Conclusions:In intensity-modulated radiotherapy for cervical cancer, the uterine body displacement is large and the low CTV area is mainly located in the uterine body. IGRT can significantly reduce the dosimetric deviation induced by organ movement.
8.Efficency and safety of various combined therapies in treating postoperative refractory recurrent liver cancer
Chao CUI ; Huayong CAI ; Junning CAO ; Jihang SHI ; Bingyang HU ; Wenwen ZHANG ; Hongguang WANG ; Jushan WU ; Guangming LI ; Feng DUAN ; Shichun LU
Chinese Journal of Hepatobiliary Surgery 2021;27(4):252-256
Objective:The study aimed to study the efficacy and safety of combined dual therapy using anti-programmed death (PD)-1 and tyrosine kinase inhibitor (TKI) with combined triple therapy using anti-PD-1, TKI and locoregional intervention triple therapy in patients with postoperative refractory recurrent liver cancer.Methods:Patients with postoperative refractory recurrent liver cancer who had undergone either anti-PD-1 and TKI dual therapy or anti-PD-1, TKI and locoregional intervention triple therapy between July 2016 and March 2019 at the First Medical Center, Chinese PLA General Hospital were retrospectively studied. Tumor responses were assessed by the modified response evaluation criteria in solid tumors and overall survival and progression free survival were compared. Adverse events were evaluated according to the National Cancer Institute Common Terminology Criteria for Adverse Events.Results:Of 63 patients who were included in this study, there were 25 patients in the dual therapy group (16 males and 9 females, aged 54.3±8.8 years) and 38 patients in the triple therapy group (31 males and 7 females, aged 55.5±8.4 years). The 1-year survival rate of the triple therapy group was significantly higher than the dual therapy group (94.5%vs 54.9%) ( P<0.01). The disease control rate was 64.0% (16/25) in the dual therapy group and 84.2% (32/38) in the triple therapy group, and the difference was not significant ( P>0.05). The incidence of treatment-related adverse events in the triple therapy group and the dual therapy group were 78.9% (30/38) and 80% (20/25), respectively. There was no treatment-related death in the 2 groups. Conclusions:Anti-PD-1 and TKI dual therapy and anti-PD-1, TKI and locoregional intervention triple therapy were effective and tolerable treatments for postoperative refractory recurrent liver cancer. The latter treatment had a significantly better clinical benefit on survival outcomes.
9.Antinociceptive effects of oleuropein in experimental models of neuropathic pain in male rats
Huayong CHEN ; Dandan MA ; Huapeng ZHANG ; Yanhong TANG ; Jun WANG ; Renhu LI ; Wen WEN ; Yi ZHANG
The Korean Journal of Pain 2021;34(1):35-46
Background:
The present investigation explored the therapeutic actions of oleuropein along with the possible signaling pathway involved in attenuating neuropathic pain in chronic constriction injury (CCI) and vincristine-induced neuropathic pain in male rats.
Methods:
Four loose ligatures were placed around the sciatic nerve to induce CCI, and vincristine (50 μg/kg) was injected for 10 days to develop neuropathic pain.The development of cold allodynia, mechanical allodynia, and mechanical hyperalgesia was assessed using different pain-related behavioral tests. The levels of H2S, cystathionine-γ-lyase (CSE), cystathionine-β-synthase (CBS), orexin, and nuclear factor erythroid-2-related factor 2 (Nrf2) were measured in the sciatic nerve.
Results:
Treatment with oleuropein for 14 days led to significant amelioration of behavioral manifestations of neuropathic pain in two pain models. Moreover, oleuropein restored both CCI and vincristine-induced decreases in H2S, CSE, CBS, orexin, and Nrf2 levels. Co-administration of suvorexant, an orexin receptor antagonist, significantly counteracted the pain-attenuating actions of oleuropein and Nrf2 levels without modulating H2S, CSE and CBS.
Conclusions
Oleuropein has therapeutic potential to attenuate the pain manifestations in CCI and vincristine-induced neuropathic pain, possibly by restoring the CSE, CBS, and H2S, which may subsequently increase the expression of orexin and Nrf2 to ameliorate behavioral manifestations of pain.
10.Significance of changes of difference in percutaneous-arterial blood partial pressure of carbon dioxide in liquid resuscitation of patients with septic shock
Honglong FANG ; Juan CHEN ; Jian LUO ; Huayong WU ; Meiqin CHEN ; Xinglin FENG ; Danqiong WANG ; Weiwen ZHANG
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2019;26(5):529-532
Objective To approach the significance of changes of percutaneous-arterial blood carbon dioxide partial pressure difference [P(tc-a)CO2] in liquid resuscitation of patients with septic shock. Methods One hundred and sixty-eight patients with septic shock admitted and treated in the Department of Intensive Care Unit (ICU) of Quzhou People's Hospital from January 2015 to January 2018 were enrolled, and after early goal-directed therapy (EGDT) for 6 hours, according to central venous oxygen saturation (ScvO2) and lactate clearance (LC), they were divided into ScvO2 and LC achievement group (ScvO2 ≥ 0.7 and LC≥10%), ScvO2 achievement group (ScvO2 ≥ 0.7 and LC < 10%), LC achievement group (ScvO2 < 0.7 and LC≥10%), and un-achievement group (ScvO2 < 0.7 and LC < 10%). The mechanical ventilation time, ICU hospitalization time, 28-day mortality, P(tc-a)CO2 etc. were compared among the four groups; the receiver operating characteristic curve (ROC) was used to evaluate the predictive value of P(tc-a)CO2 for 28-day prognosis in patients with septic shock. Results The trends of mechanical ventilation time, ICU hospitalization time, and 28-day mortality were all ScvO2 and LC achievement group < LC achievement group < ScvO2 achievement group < un-achievement group [the mechanical ventilation times (days) were respectively 6.12±2.59, 8.43±3.24, 11.78±4.12, 13.03±4.75, ICU hospitalization times (days) were 10.31±2.32, 13.85±3.56, 16.41±3.83, 18.52±4.05, and 28-day mortality rates were 28.85% (15/52), 40.91% (18/44), 51.28% (20/39), 69.70% (23/33)] and the differences among the four groups were statistically significant (all P < 0.05). After 6 hours of EGDT, the heart rate (HR), lactate (Lac), and P(tc-a)CO2 were lower than those before fluid resuscitation, but the mean arterial pressure (MAP), central venous pressure (CVP), and ScvO2 were higher than those before fluid resuscitation among four groups. Except CVP, the differences of other indicators compared among the ScvO2 and LC achievement group, ScvO2 achievement group, LC achievement group and un-achievement group were statistically significant (all P < 0.05). After 6 hours of EGDT, HR, Lac, P(tc-a)CO2 in ScvO2 and LC achievement group, ScvO2 achievement group and LC achievement group were significantly lower than those in the un-achievement group [HR (bpm): 89.05±29.43, 98.82±30.21, 94.33±28.64 vs. 112.85±32.74, Lac (mmol/L): 2.97±1.95, 3.87±2.32, 2.69±1.52 vs. 4.17±2.44, P(tc-a)CO2 (mmHg, 1 mmHg = 0133 kPa): 7.18±4.61, 12.61±5.34, 9.71±4.11 vs. 16.56±10.19], MAP and ScvO2 were significantly higher than those of the un-achievement group [MAP (mmHg): 88.05±21.67, 77.33±18.56, 83.11±19.71 vs. 70.32±18.79, ScvO2: 0.76±0.14, 0.75±0.16, 0.67±0.14 vs. 0.63±0.18, all P < 0.05]. The P(tc-a)CO2 of 28 days survivors were significantly lower than that of the deaths among four groups (mmHg: 5.78±2.27 vs. 14.14±3.65, 7.07±2.81 vs. 15.06±4.11, 6.35±2.09 vs. 14.94±4.06, 7.93±3.81 vs. 18.34±4.63, all P < 0.05). When P(tc-a)CO2 > 7.24 mmHg predicted 28-day mortality in ScvO2 and LC achievement group, the sensitivity was 89.29%, specificity was 91.45%, and the area under ROC curve (AUC) was 0.86; when P(tc-a)CO2 > 9.46 mmHg predicted 28-day mortality in LC achievement group, the sensitivity was 88.72%, specificity was 85.83% and AUC was 0.91; when P(tc-a)CO2 >12.05 mmHg predicted 28-day mortality in ScvO2 achievement group, the sensitivity was 82.79%, specificity was 86.90% and AUC was 0.79; when P(tc-a)CO2 > 16.22 mmHg predicted 28-day mortality in un-achievement group, the sensitivity was 73.35%, specificity was 80.68% and AUC was 0.68. Conclusion P(tc-a)CO2 can be used as an indicator to evaluate fluid resuscitation effect and prognosis in patients with septic shock.

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