BACKGROUND:MRI is important for the diagnosis of early knee osteoarthritis.MRI image recognition and intelligent segmentation of knee osteoarthritis using deep learning method is a hot topic in image diagnosis of artificial intelligence. OBJECTIVE:Through deep learning of MRI images of knee osteoarthritis,the segmentation of femur,tibia,patella,cartilage,meniscus,ligaments,muscles and effusion of knee can be automatically divided,and then volume of knee fluid and muscle content were measured. METHODS:100 normal knee joints and 100 knee osteoarthritis patients were selected and randomly divided into training dataset(n=160),validation dataset(n=20),and test dataset(n=20)according to the ratio of 8:1:1.The Coarse-to-Fine sequential training method was used to train the 3D-UNET network deep learning model.A Coarse MRI segmentation model of the knee sagittal plane was trained first,and the rough segmentation results were used as a mask,and then the fine segmentation model was trained.The T1WI and T2WI images of the sagittal surface of the knee joint and the marking files of each structure were input,and DeepLab v3 was used to segment bone,cartilage,ligament,meniscus,muscle,and effusion of knee,and 3D reconstruction was finally displayed and automatic measurement results(muscle content and volume of knee fluid)were displayed to complete the deep learning application program.The MRI data of 26 normal subjects and 38 patients with knee osteoarthritis were screened for validation. RESULTS AND CONCLUSION:(1)The 26 normal subjects were selected,including 13 females and 13 males,with a mean age of(34.88±11.75)years old.The mean muscle content of the knee joint was(1 051 322.94±2 007 249.00)mL,the mean median was 631 165.21 mL,and the mean volume of effusion was(291.85±559.59)mL.The mean median was 0 mL.(2)There were 38 patients with knee osteoarthritis,including 30 females and 8 males.The mean age was(68.53±9.87)years old.The mean muscle content was(782 409.18±331 392.56)mL,the mean median was 689 105.66 mL,and the mean volume of effusion was(1 625.23±5 014.03)mL.The mean median was 178.72 mL.(3)There was no significant difference in muscle content between normal people and knee osteoarthritis patients.The volume of effusion in patients with knee osteoarthritis was higher than that in normal subjects,and the difference was significant(P<0.05).(4)It is indicated that the intelligent segmentation of MRI images by deep learning can discard the defects of manual segmentation in the past.The more accuracy evaluation of knee osteoarthritis was necessary,and the image segmentation was processed more precisely in the future to improve the accuracy of the results.

Sarcopenia and physical deconditioning are common complications in patients with liver cancer,which are frequently caused by insufficient physical activity and poor nutritional status,resulting in physical frailty and a significant impact on the patient's physical fitness.Notably,sarcopenia,frailty,and poor cardiopulmonary endurance have all been linked to higher mortality rates among patients with liver cancer.Exercise intervention significantly improves various health parameters in liver cancer patients,including metabolic syndrome,muscle wasting,cardiorespiratory endurance,health-related quality of life,and reduction in hepatic venous pressure gradient.However,the link between physical exercise and liver cancer is commonly overlooked.In this article,we will examine the impact of exercise on liver cancer and present the most recent evidence on the best types of exercise for various stages of liver cancer.This article also summarizes and discusses the molecular mechanisms that control metabolism and systemic immune function in tumors.In brief,physical exercise should be considered an important intervention in the prevention and treatment of liver cancer and its complications.

Objective:To analyze the prevalence of malnutrition among human immunodeficiency virus-exposed uninfected (HEU) children and to identify the associated factors in Hunan Province.Methods:All children born to human immunodeficiency virus (HIV)-infected mothers retrieved from Information System of Prevention of Mother-to-Child Transmission of human immunodeficiency virus Management (IPMTCT) in Hunan Province between July 2013 and June 2019 were included. Information including maternal demographic characteristic, maternal comorbidities/complications, anti-retroviral therapy during pregnancy, anti-retroviral prophylaxis for children, birth weight, and disease during follow-up was collected. The length and weight of children at one, three, six, nine, 12 and 18 months of follow-up time points were detected, and the prevalences of stunting, underweight, wasting and malnutrition among HEU children were evaluated. The generalized estimating equation was used to fit the logistic regression model to analyze the associated factors for malnutrition.Results:A total of 656 HEU children were finally included. The prevalences of stunting, underweight, wasting, and malnutrition among HEU children were highest at one month of age, which were 11.9%(78/656), 9.1%(60/656), 7.0%(45/656) and 21.0%(138/656), respectively. Maternal comorbidities/complications (adjusted odds ratio (a OR)=2.30, 95% confidence interval ( CI) 1.48 to 3.58), mono/dual anti-retroviral therapy during pregnancy (a OR=2.38, 95% CI 1.54 to 3.68), birth weight <2 500 g (a OR=2.66, 95% CI 1.69 to 4.21) and disease during follow-up (a OR=1.73, 95% CI 1.10 to 2.70) were the risk factors for malnutrition among HEU children (all P<0.050). Both taking zidovudine (a OR=0.60, 95% CI 0.38 to 0.94) and nevirapine (a OR=0.31, 95% CI 0.18 to 0.52) for anti-retroviral prophylaxis were the protective factors for malnutrition among HEU children (both P<0.050). Conclusions:The prevalence of malnutrition among HEU children is high. The prevalence of malnutrition is affected by maternal comorbidities/complications, anti-retroviral therapy during pregnancy, and birth weight, diseases during follow-up and anti-retroviral prophylaxis for children.

ObjectiveTo assess the effects of countermeasures against coronavirus disease 2019 （COVID-19） in Shanghai from March to May 2022 in comparison with epidemiological trend of COVID-19 in New York City. MethodsDaily confirmed cases， asymptomatic SARS-CoV-2 carriers， and daily deaths were obtained in the Shanghai Municipal Health Commission and the Center for Disease Control and Prevention （CDC） of the United States. Descriptive study was conducted by using these data. ResultsFrom March 1 to May 17， the number of daily asymptomatic SARS-CoV-2 infections in Shanghai was up to 58 times as large as that of daily confirmed cases； however， the number of daily confirmed cases in Shanghai was generally less than that in New York in the same time period. At the peak of the COVID-19 epidemic， the growth of daily attack rate in Shanghai was significantly lower than that in New York （P<0.05）. Moreover， the number of daily death was evidently less than that in New York. In addition， the vaccination rate in the elderly （aged ≥60 years） in Shanghai was evidently lower than that in New York （aged ≥65 years）. ConclusionThe COVID-19 epidemics in Shanghai from March to May 2022 and in New York after December 2021 were both caused by the Omicron variant. Compared with the Delta variant， the Omicron variant has stronger replication ability and infectivity， resulting in challenges to the containment of the epidemic in metropolis such as Shanghai and New York City. The epidemic in New York City remained crucial due to absence of effective countermeasures， while that in Shanghai has been effectively contained with strict countermeasures. The prevention and control strategies may be adjusted along with the continual evolution of SARS-CoV-2 and increasing trend of imported COVID-19 cases.

Objective:To explore the clinical features of poly ADP-ribose polymerase (PARP) inhibitor-related anemia in advanced and relapsed epithelial ovarian cancer (EOC).Methods:Patients diagnosed with advanced or relapsed EOC and treated with PARP inhibitor at National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College between January 2015 to October 2020 were accrued. The data included PARP inhibitors, treatment details, and lab tests before treatment and during treatment were collected and the clinical characteristics of PARP inhibitor-related anemia were analyzed.Results:(1) A total of 98 patients with a median age of 56.5 years old (30-82 years old) were enrolled in this study. All patients were treated with PARP inhibitor (65 cases of olaparib, 17 cases of niraparib, and 16 cases of fluzoparib). The median treatment duration was 37.5 weeks (4-119 weeks). (2) The anemia rate was 40% (39/98), including 5% (5/98) of grade Ⅰ, 14% (14/98) of grade Ⅱ, 11% (11/98) of grade Ⅲ, and 9% (9/98) of grade Ⅳ. Fourteen patients with pre-treatment grade Ⅰ anemia had a higher rate of anemia events than the 80 patients without pre-treatment anemia, 7/14 vs 35% (28/80; χ2=4.281, P=0.039). (3) The median anemia occurrence time was 7.0 weeks (1-52 weeks), including 41% (16/39) of anemia cases occurred in 1-4 weeks, 26% (10/39) occurred in 5-8 weeks, 13% (5/39) occurred in 9-12 weeks, 3% (1/39) occurred in 13-16 weeks, 10% (4/39) occurred in 17-20 weeks, 8% (3/39) occurred ≥21 weeks. At the time of the lowest hemoglobulin tested, the median value of mean corpuscular volume (MCV) was 106 fl,which was higher than the up limit of normal range (100 fl), 74% (29/39) of anemia patients had an elevated MCV level; the median value of mean corpuscular hemoglobin (MCH) was 36 pg, 54% (21/39) of anemia patients had an elevated MCH level; the median value of mean corpuscular hemoglobin concentration (MCHC) was 320 g/L, 69% (27/39) of anemia patients had a higher MCHC level; 92% (36/39) of anemia patients had a normal level of serum iron; 79% (31/39) of anemia patients had a normal level of transferrin. 74% (29/39) of the anemia patients were macrocytic orthochromatic anemia. (4) Among the 39 patients with anemia, 20 patients (51%, 20/39) withhold the treatment of PARP inhibitor due to grade Ⅲ or Ⅳ anemia, including 10 patients (50%, 10/20) who resumed the PARP inhibitor treatment by suppling iron, folate, and vitamin B 12. The median stopping time of PARP inhibitor was 5.5 weeks (2-10 weeks), while the other 10 patients terminated the PARP inhibitor treatment for not recovering from severe anemia. Conclusions:One of the common adverse effects of PARP inhibitors is anemia, which mostly happened in the first 3 months of treatment. In the treatment of EOC, PARP inhibitor-related anemia mainly manifest as macrocytic orthochromatic anemia, and most patients with normal serum iron and transferrin.

Objective:To explore the serum cyclic polypeptide biomarkers for ovarian cancer diagnosis.Methods:A total of 54 patients with epithelial ovarian cancer confirmed by pathology in Cancer Hospital, Chinese Academy of Medical Sciences from March 2018 to September 2018 were selected as the study subjects, and 40 healthy women with normal examination results in the cancer screening center were selected as the control. All of the samples were randomly divided into training set and validation set at the ratio of 1∶1 with a random number. Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) combined with magnetic bead technology was used for detecting peptide profiling in serum samples to screen significantly differently expressed peptides between ovarian cancer group and control group of the training set (score>5). Receiver operating characteristic (ROC) curve analysis was used to screen differential peptide peaks with area under curve (AUC) ≥0.8, sensitivity and specificity>90% in the training set and validation set. Liquid chromatography-mass spectrometry (LC-MS/MS) was further used to determine the composition of differentially expressed peptides.Results:By comparing the peptide profiles of the two groups, 102 differential peptide peaks were initially detected in the mass-to-charge ratio range of 1 000 to 10 000. ROC curve analysis showed that there were 42 differential peptide peaks with AUC ≥0.8 in both training set and validation set, 19 of which were highly expressed in ovarian cancer group, and 23 were lowly expressed. There were 15 different peptide peaks in highly expressed ovarian cancer group with sensitivity and specificity over 90%. The mass-to-charge ratios were 7 744.27, 5 913.41, 5 329.87, 4 634.21, 4 202.02, 3 879.26, 3 273.35, 3 253.79, 3 234.34, 2 950.33, 2 664.51, 2 018.38, 1 893.37, 1 498.69 and 1 287.55. There were 15 different peptide peaks in lowly expressed ovarian cancer group with sensitivity and specificity over 90%, the mass-to-charge ratios were 9 288.46, 7 759.77, 5 925.24, 4 652.77, 4 210.42, 3 887.02, 3 279.90, 3 240.82, 2 962.15, 2 932.70, 2 022.42, 1 897.16, 1 501.69, 1 337.38 and 1 290.13. No protein composition was identified in 15 different peptide peaks in lowly expressed ovarian cancer group. The two protein compositions identified in 15 different peptide peaks in highly expressed ovarian cancer group were recombinant serglycin (SRGN) and fibinogen alpha chain (FGA), the mass-to-charge ratios of which were 1 498.696 and 5 913.417, respectively. The sensitivity and specificity of the two proteins for ovarian cancer diagnosis were 100%, 100% and 90.9%, 100%, respectively.Conclusion:SRGN and FGA are highly expressed in the serum of ovarian cancer patients, which may be potential diagnostic markers for ovarian cancer.

Objective:To explore the serum cyclic polypeptide biomarkers for ovarian cancer diagnosis.Methods:A total of 54 patients with epithelial ovarian cancer confirmed by pathology in Cancer Hospital, Chinese Academy of Medical Sciences from March 2018 to September 2018 were selected as the study subjects, and 40 healthy women with normal examination results in the cancer screening center were selected as the control. All of the samples were randomly divided into training set and validation set at the ratio of 1∶1 with a random number. Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) combined with magnetic bead technology was used for detecting peptide profiling in serum samples to screen significantly differently expressed peptides between ovarian cancer group and control group of the training set (score>5). Receiver operating characteristic (ROC) curve analysis was used to screen differential peptide peaks with area under curve (AUC) ≥0.8, sensitivity and specificity>90% in the training set and validation set. Liquid chromatography-mass spectrometry (LC-MS/MS) was further used to determine the composition of differentially expressed peptides.Results:By comparing the peptide profiles of the two groups, 102 differential peptide peaks were initially detected in the mass-to-charge ratio range of 1 000 to 10 000. ROC curve analysis showed that there were 42 differential peptide peaks with AUC ≥0.8 in both training set and validation set, 19 of which were highly expressed in ovarian cancer group, and 23 were lowly expressed. There were 15 different peptide peaks in highly expressed ovarian cancer group with sensitivity and specificity over 90%. The mass-to-charge ratios were 7 744.27, 5 913.41, 5 329.87, 4 634.21, 4 202.02, 3 879.26, 3 273.35, 3 253.79, 3 234.34, 2 950.33, 2 664.51, 2 018.38, 1 893.37, 1 498.69 and 1 287.55. There were 15 different peptide peaks in lowly expressed ovarian cancer group with sensitivity and specificity over 90%, the mass-to-charge ratios were 9 288.46, 7 759.77, 5 925.24, 4 652.77, 4 210.42, 3 887.02, 3 279.90, 3 240.82, 2 962.15, 2 932.70, 2 022.42, 1 897.16, 1 501.69, 1 337.38 and 1 290.13. No protein composition was identified in 15 different peptide peaks in lowly expressed ovarian cancer group. The two protein compositions identified in 15 different peptide peaks in highly expressed ovarian cancer group were recombinant serglycin (SRGN) and fibinogen alpha chain (FGA), the mass-to-charge ratios of which were 1 498.696 and 5 913.417, respectively. The sensitivity and specificity of the two proteins for ovarian cancer diagnosis were 100%, 100% and 90.9%, 100%, respectively.Conclusion:SRGN and FGA are highly expressed in the serum of ovarian cancer patients, which may be potential diagnostic markers for ovarian cancer.

Objective:To analyze the prevalence and associated factors of malnutrition among children under 6 years of age in Hunan province.Methods:This study was a cross-sectional study. A combination of multistage stratified cluster sampling and systematic sampling approach was used to recruit 10 442 children aged 0-71 months from 144 communities (villages) across 48 streets(towns) in 24 districts(counties) from Hunan province between August and November 2019. Data concerning the children and their mothers, caregivers, and family conditions was collected using unified questionnaire, with the lengths/heights and weights of the children being measured using unified instruments. The length/height for age, weight for age, weight for length/height, and body mass index for age Z scores were calculated and used to evaluate the prevalence of children′s stunting, underweight, and wasting. The chi-square test was used to compare the prevalence of malnutrition among children with different characteristics. The multivariate Logistic regression model was used to conduct multivariate analysis for childrens′ malnutrition.Results:The prevalence of protein-energy malnutrition (PEM) among children under 6 years of age was 6.8% (710/10 442), and the prevalence of stunting, underweight, and wasting were 3.1% (328/10 442), 2.7% (280/10 442), and 3.3% (343/10 442), respectively. Rural areas ( OR=1.60), older age of children (compared with children of 0-11 months, the OR for 12-23, 24-35, 36-47, 48-59, and 60-71 months were 1.42, 1.75, 1.55, 1.70, and 1.88, respectively), low birth weight ( OR=2.72), caregivers of minority ethnicity ( OR=1.95), and large family size ( OR=1.25) were risk factors for children′s PEM. Rural areas and low birth weight were risk factors for stunting in children ( OR=2.13 and 3.28). Rural areas, low birth weight, caregivers of minority ethnicity, and large family size were risk factors for underweight in children ( OR=2.57, 3.34, 1.86, and 1.32). Rural areas ( OR=1.43), older age of children (compared with children of 0-11 months, the OR for 24-35, 36-47, 48-59, and 60-71 months were 1.63, 1.80, 1.84 and 2.17, respectively), low birth weight ( OR=2.36), caregivers of minority ethnicity ( OR=2.88), and large family size ( OR=1.42) were risk factors for children′s wasting. Higher education level of caregivers was a common protective factor for PEM, stunting, and underweight ( OR=0.85, 0.76, and 0.82). Conclusions:The prevalence of stunting, underweight, and wasting among children under 6 years of age in Hunan province were all at a low level. Nevertheless, the urban-rural differences still existed, with these prevalence being affected by children age, birth weight, ethnicity of caregivers, education level, and family size.

Objective:To assess the treatment and prognosis of vulvar melanoma.Methods:A total of 59 cases of primary vulvar melanoma admitted to Cancer Hospital of Peking Union Medical College, Chinese Academy of Medical Sciences from January 1st, 1981 to November 30th, 2019 were collected. The clinical characteristics, treatment, survival and prognostic factors of vulvar melanoma were analyzed retrospectively. The end date of follow-up was January 15th, 2020.The median follow-up time was 26.0 months (range:2-198 months).Results:(1) Clinical characteristics: the median age of 59 patients with vulvar melanoma was 56 years old (range:18-83 years old). According to the American Joint Committee on Cancer stage manual, there were 18, 7, 26 and 8 cases of stage Ⅰ, Ⅱ, Ⅲ and Ⅳ respectively. The lesion of 38 cases was single and the other 21 cases were multiple. The largest diameter of the tumor ranged from 0.3 to 17.0 cm.The surface of the lesion was ulcerated in 17 cases. (2) Treatment: a total of 59 cases with vulvar melanoma, 56 patients received surgery, 36 cases of them received radical resection of vulva and 20 received local extended resection of vulvar tumor due to unilateral vulva lesion. Three patients did not receive surgery,one received chemotherapy combined with interferon, one received interferon, and one received radiotherapy. Lymph node management: among the 56 patients treated by surgery, 37 patients received inguinal lymphadenectomy, 24 (65%, 24/37) of whom were confirmed with inguinal lymph node metastasis by postoperative pathological examination. Inguinal lymph nodes enlargement were not found in 19 cases by preoperative imaging and clinical examination. In these 19 patients, three patients received inguinal lymph node biopsy, among them, one (1/3) patient was confirmed with inguinal lymph node metastasis by postoperative pathological examination, and the remaining 16 patients did not receive inguinal lymph node surgery. Postoperative adjuvant treatment: among the 56 patients who received surgery, 31 received adjuvant chemotherapy，one received adjuvant radiotherapy, four received interferon therapy, 17 received combination therapy including chemotherapy, and three did not receive postoperative adjuvant therapy. (3) Survival:during the follow-up period, the median survival time of 59 patients with vulvar melanoma was 30.0 months (range:2.0-198.0 months). The 3-year survival rate was 42.5%, and the 5-year survival rate was 23.8%. The median survival time of stage Ⅰ, Ⅱ, Ⅲ and Ⅳ were 72.0, 45.0, 24.0 and 23.0 months, respectively. The difference among stage Ⅰ, Ⅱ and stage Ⅲ, Ⅳ were statistically significant （ P<0.01）. The median survival time of patients undergoing radical resection of the vulva (35.0 months) and local enlarged tumor resection (29.0 months) were significantly longer than that of patients without surgery (9.0 months, P<0.01). The median survival time of the patients who underwent inguinal lymphadenectomy, lymph node biopsy and those who did not undergo surgery were 35.0, 32.0 and 30.0 months, respectively. There were no significant differences among the 3 groups ( P>0.05). The median survival time of postoperative adjuvant chemotherapy patients (49.0 months) were significantly longer than that of postoperative adjuvant radiotherapy, interferon,and combination therapy including chemotherapy (9.0, 14.0 and 26.0 months, respectively, all P<0.01). (4) Prognostic factors: the univariate analysis showed that stage, vulvar operation and postoperative adjuvant treatment were the risk factors affecting the prognosis of patients with vulvar melanoma ( P<0.01). Multivariate analysis revealed that stage alone was an independent risk factor affecting the prognosis of patients with vulvar melanoma ( P<0.01). Conclusions:The prognosis of patients with vulvar melanoma is poor, and stage is an independent prognostic factor.Surgery combined with postoperative adjuvant chemotherapy may achieve relatively good results.

Objective:The aim of our study was to compare the short-term and long-term outcomes between minimally invaisive Ivor-Lewis esophagectomy(MIILE)and minimally invasive McKeown esophagectomy(MIME) for squamous cell carcinoma of middle and lower esophagus.Methods:The data of 268 patients diagnosed with middle and lower esophageal spuamous cell carcinoma who had received MIILE or MIME between August 2010 and March 2014 at department of thoracic surgery, The First Affiliated Hospital of University of Science and Technology of China(Anhui Provincial Hospital), was analyzed retrospectively. We divided the subjects into two groups according to the mode of the operation, each group was identified 81 patients after propensity score matching. We were using t test, χ2 test, Kaplan- Meier curve and Log- rank test to compare preoperative data and overall survival of the two groups. Results:Compared with MIME, MIILE had lower complication in pulmonary infection and anastomotic fistula, also had less operating time, whereas MIME had an advantage in the number of lymph nodes dissection adjacent to recurrent laryngeal nerve( P<0.05). The 1-year、3-year、5-year survival rate of MIILE were 87.7%、59.2%、45.9%, and the 1-year、3-year、5-year survival rate of MIME were 86.4%、58.7%、42.8%.There were no significant difference between two groups in 5-year survival rate. Conclusion:For squamous cell carcinoma of middle and lower esophagus, minimally invasive Ivor-Lewis esophagectomy and minimally invasive McKeown have no significant difference in long-term survival, but minimally invasive Ivor-Lewis esophagectomy has advantages in reduce the operating time, decrease pulmonary infection and anastomotic fistula during perioperative period.Nevertheless minimally invasive McKeown has an advantage in dissection of the lymph nodes adjacent to recurrent laryngeal nerve.