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.Research advances on prognosis-related forecasting models for burn patients
Chinese Journal of Burns 2023;39(9):891-895
The prognosis-related forecasting model for burn patients was first proposed in 1961, and the establishment of the models not only plays an important role in assessing the severity of burns and predicting fatality rate, but also has a positive implication for improving treatment strategies of patients. The early prognosis-related forecasting models for burn patients are mainly based on factors including patients' age and burn area, and as the research goes on, the prognostic forecasting models are constantly updated and improved. There are new insights provided by an increasing number of scholars. This article summarizes the brief history of development of prognosis-related forecasting models for burn patients, the progress of some prognosis-related forecasting models for burn patients at home and abroad, and the related risk factors, with the aim of providing some references for the selection of appropriate forecasting models in clinic.
3.Different Anesthesia and Sedation Depths of BIS-guided Closed-loop Target-controlled Infusion on Perioperative Th1/Th2 Balance in Elderly Patients Undergoing Laparoscopic Radical Gastrectomy
Huayong JIANG ; Weilong LAO ; Guozhong ZHOU ; Qiliang SONG ; Zongming JIANG ; Weisheng YU ; Zhonghua CHEN
Cancer Research on Prevention and Treatment 2022;49(5):444-447
Objective To investigate the effect of BIS-guided closed-loop target-controlled infusion on perioperative Th1/Th2 balance in elderly patients undergoing laparoscopic radical gastrectomy under different anesthesia and sedation depths. Methods We applied random number table method to divide 73 elderly patients undergoing elective laparoscopic radical gastrectomy into BIS closed-loop target-controlled infusion group with BIS value of 55(group H,
4.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.
5.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.
6.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.
7.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.
8.Neuroimaging study of interlaminar percutaneous endoscopic lumbar discectomy
Yanhong LIU ; Bo ZHONG ; Shengtao WANG ; Congxian YANG ; Siyan ZHANG ; Sanliang LI ; Huayong CHEN
Chinese Journal of Neuromedicine 2019;18(8):818-823
Objective To utilize the magnetic resonance neurography (MRN) as a feasible tool for measuring the anatomical parameters of lumbar spinal nerves, and further to evaluate the neuro-safety of interlaminar percutaneous endoscopic lumbar discectomy.Methods Thirty healthy adult volunteers without significant history of low back pain or lumbar deformity were selected in our hospital from September 2016 to December 2016. All subjects accepted MRN. The nerve roots of L2-S1 were measured at the starting point of dural sac, and the angles between nerve roots and dural sac were measured. The distances between L2-L5 nerve roots and the edge of ipsilateral dural sac were measured and analyzed statistically.Results All MRN showed a gradual increase in the origin of the nerve roots from L2 to S1. The origin of the root was found to be below the corresponding disc for the L2 to L4 roots. There were 70% of the L5 roots originated below the L4/5 disc, 26.7% at the L4/5 disc, and 3.3% above the L4/5 disc; about 70% of the S1 roots originated above the L5/S1 disc. There were no statistically significant differences in the angles between dural sac and both left and right nerve roots (P>0.05). The angels between the nerve root and the dural sac from L5 and S1 was smaller than those from L2, L3, and L4 (P<0.05); that from S1 was significantly smaller than that from L5 (P<0.05). The distance of the nerve root and the ipsilateral dural sac was significantly increased in each side from L2 to L5 (P<0.05). There was no statistically significant difference in the distances between the left and right nerve roots and the edge of the ipsilateral dural sac in the same segment (P>0.05).Conclusion MRN is a feasible tool to measure the anatomical parameters of the lumbar spinal nerve, and there is a safe neurological area of the percutaneous endoscopic lumbar discectomy through the interlaminar approach.
9.The effect of enteral immune nutrition on occurrence of acute kidney injury in patients with sepsis
Honglong FANG ; Juan CHEN ; Meiqin CHEN ; Huayong WU ; Jian LUO ; Jianhua HU ; Weiwen ZHANG
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2018;25(1):62-65
Objective To evaluate the effect of enteral immune nutrition on the occurrence of acute kidney injury(AKI) in sepsis patients. Methods A retrospective study was conducted, 80 patients with sepsis admitted and treated in the intensive care unit (ICU) of Quzhou People's Hospital from January 2015 to December 2016 were enrolled, and according to different treatment programs, they were divided into an immune nutrition group and a standard nutrition group, each group 40 cases. The two groups received an equal amount of calories and nitrogen in enteral nutrition (EN). After treatment, the changes of serum total protein (TP), albumin (Alb), prealbumin (PA), hemoglobin (Hb), C-reactive protein (CRP), tumor necrosis factor-α (TNF-α), interleukin (IL-6, IL-10), infection site, length of stay in ICU, mortality in ICU, AKI incidence, AKI staging, etc in the two groups were observed. Results ① After treatment, the nutritional indicators TP, Alb, PA, Hb levels were significantly increased, the serum inflammatory factors CRP, TNF-α, IL-6 were obviously decreased and IL-10 was markedly increased in the two groups compared with those before treatment (all P < 0.05), the changes in the immune nutrition group were more obvious than those in the standard nutrition group [TP (g/L): 60.84±5.90 vs. 58.32±6.11, Alb (g/L): 33.95±3.83 vs. 31.79±3.44, PA (g/L): 0.24±0.04 vs. 0.21±0.03, Hb (g/L): 117.47±16.15 vs. 112.50±15.71, CRP (mg/L): 53.04±23.76 vs. 82.33±37.09, TNF-α (ng/L): 20.29±17.74 vs. 29.63±18.43, IL-6 (ng/L): 50.74±28.55 vs. 80.32±31.67, IL-10 (ng/L): 41.09±24.65 vs. 40.86±24.73]; ② The length of stay in ICU (days: 10.54±4.33 vs. 14.80±5.19), ICU mortality [15.00% (6/40) vs. 32.50% (13/40)] and the incidence of AKI [22.50% (9/40) vs. 47.50% (19/40)] of immune nutrition group were significantly lower than those of standard nutrition group (all P < 0.05); There were 9 cases of AKI mainly at stage I andⅡ (8 cases) in the immune nutrition group, while in the standard nutrition group there were 19 cases with AKI mainly at stageⅢ (11 cases). Conclusion The enteral immune nutrition can effectively reduce the incidence of AKI in sepsis patients, and the mechanism may be related to the immune nutritional preparation can inhibit the expressions of pro-inflammatory factors such as TNF-α, IL-6, etc.
10.Procalcitonin combined with coagulation factors in prognosis of cirrhotic patients complicated with spontaneous bacterial peritonitis
Qiyue SHENG ; Minhui LIU ; Haijun CHEN ; Yuxiang GUO ; Huayong YING ; Jianming WANG ; Jifang SHENG
Chinese Journal of Clinical Infectious Diseases 2018;11(5):353-358
Objective To examine the short-term prognostic value of procalcitonin ( PCT ) combined with coagulation factors for cirrhotic patients complicated with spontaneous bacterial peritonitis (SBP).Methods Clinical data of 128 cirrhotic patients complicated with SBP admitted in Jinhua Central Hospital from June 2014 to October 2017 were retrospectively analyzed .In 3 months after admission , 83 patients survived ( survival group ) and 45 patients died ( fatal group ) .The factors related to prognosis were analyzed with Logistic regression and the prediction model was constructed with the weights derived from regression coefficients.The ROC curve and the area under the curve (AUC) of combination of PCT with coagulation factors were used to predict the survival of patients .Results Univariate analysis indicated that the level of PCT , total bilirubin ( TBil ) , serum creatinine ( Scr ) , prothrombin time ( PT ) , prothrombin activity ( PTA ) , blood coagulation factor Ⅱ, Ⅴ, Ⅶ, Ⅸ, Ⅹ, Ⅺ and Ⅻ were factors affecting the prognosis of cirrhotic patients complicated with SBP (P<0.01).Multivariate analysis showed that PCT , blood coagulation factors Ⅴ and Ⅸ were independent factors of short-term prognosis of cirrhotic patients complicated with SBP.The constructed predictive model was Logit (P) =1.200+0.099 ×PCT-0.026 × clotting factor Ⅴ-0.038 ×clotting factor Ⅸ.The sensitivity and specificity of the model were 0.822 and 0.675, respectively, and the AUC was 0.829.Compared with the classic MELD score , the difference was not statistically significant (P>0.05).Conclusions The predictive model based on PCT and coagulation factors Ⅴand Ⅸcan effectively predict the short-term survival of cirrhotic patients complicated with SBP . The overall prognostic ability is not different from MELD score , but the model is more simple and easier to apply.

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