Objective:To explore the application of machine learning (ML) models based on radiomics and dosiomics to the assessment of hematologic toxicity (HT) in patients with locally advanced cervical cancer, and to preliminarily explore the comprehensive application of multi-omics features.Methods:A retrospective study was conducted on the clinical data, planning computed tomography (CT) images, and dose files of 205 patients with locally advanced cervical cancer who received concurrent chemoradiotherapy at the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, from January 2022 to June 2023. Patients were categorized according to the severity of HT. Radiomics and dosiomics features were extracted from the same regions of interest (ROIs), followed by feature selection utilizing a random forest algorithm. Then, radiomics, dosiomics, and hybrid models were established based on extreme gradient boosting (XGBoost). The classification performance of these models was assessed by calculating their sensitivity, specificity, and area under the receiver operating characteristic curve (AUC).Results:The radiomics model yielded sensitivity, specificity, and AUC of 0.42, 0.86, and 0.78, respectively. The dosiomics model exhibited sensitivity, specificity, and AUC of 0.50, 0.90, and 0.74, respectively. In contrast, the hybrid model achieved sensitivity, specificity, and AUC of 0.50, 0.83, and 0.83, respectively. These findings suggest that the hybrid model possessed an enhanced classification capability compared to the individual radiomics and dosiomics models.Conclusions:It is feasible to use ML models based on radiomics and dosiomics to conduct the classification and prediction of HT in patients with locally advanced cervical cancer treated with concurrent chemoradiotherapy. Furthermore, integrating both radiomics features and dosiomics features can improve the classification performance of relevant prediction models, thus holding application potentials to optimize treatment strategies for patients with locally advanced cervical cancer.

Objective:To explore the application of machine learning (ML) models based on radiomics and dosiomics to the assessment of hematologic toxicity (HT) in patients with locally advanced cervical cancer, and to preliminarily explore the comprehensive application of multi-omics features.Methods:A retrospective study was conducted on the clinical data, planning computed tomography (CT) images, and dose files of 205 patients with locally advanced cervical cancer who received concurrent chemoradiotherapy at the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, from January 2022 to June 2023. Patients were categorized according to the severity of HT. Radiomics and dosiomics features were extracted from the same regions of interest (ROIs), followed by feature selection utilizing a random forest algorithm. Then, radiomics, dosiomics, and hybrid models were established based on extreme gradient boosting (XGBoost). The classification performance of these models was assessed by calculating their sensitivity, specificity, and area under the receiver operating characteristic curve (AUC).Results:The radiomics model yielded sensitivity, specificity, and AUC of 0.42, 0.86, and 0.78, respectively. The dosiomics model exhibited sensitivity, specificity, and AUC of 0.50, 0.90, and 0.74, respectively. In contrast, the hybrid model achieved sensitivity, specificity, and AUC of 0.50, 0.83, and 0.83, respectively. These findings suggest that the hybrid model possessed an enhanced classification capability compared to the individual radiomics and dosiomics models.Conclusions:It is feasible to use ML models based on radiomics and dosiomics to conduct the classification and prediction of HT in patients with locally advanced cervical cancer treated with concurrent chemoradiotherapy. Furthermore, integrating both radiomics features and dosiomics features can improve the classification performance of relevant prediction models, thus holding application potentials to optimize treatment strategies for patients with locally advanced cervical cancer.

Objective:To investigate serum vitamin A and vitamin D status in children aged 2-<7 years in 20 cities in China.Methods:A cross-sectional study was conducted. A total of 2 924 healthy children aged 2-<7 years were recruited from September 2018 to September 2019 from 20 cities in China, categorized by age groups of 2-<3 years, 3-<5 years, and 5-<7 years. The demographic and economic characteristics and health-related information of the enrolled children were investigated. Body weight and height were measured by professional staff members. The serum vitamin A and vitamin D levels were detected by high-performance liquid chromatography-tandem mass spectrometry. Chi-square test and Logistic regression were applied to analyze the association between vitamin A and vitamin D deficiency and insufficiency as well as their underlying impact factors.Results:The age of the 2 924 enrolled children was 4.33 (3.42, 5.17) years. There were 1 726 males (59.03%) and 1 198 females (40.97%). The prevalences of vitamin A and vitamin D deficiency in enrolled children were 2.19% (64/2 924) and 3.52% (103/2 924), respectively, and the insufficiency rates were 29.27% (856/2 924) and 22.20% (649/2 924), respectively. Children with both vitamin A and vitamin D deficiencies or insufficiencies were found in 10.50% (307/2 924) of cases. Both vitamin A ( χ2=7.91 and 8.06, both P=0.005) and vitamin D ( χ2=71.35 and 115.10, both P<0.001) insufficiency rates were higher in children aged 3-<5 and 5-<7 years than those in children aged 2-<3 years. Vitamin A and vitamin D supplementation in the last 3 months was a protective factor for vitamin A and D deficiency and insufficiency, respectively ( OR=0.68 and 0.22, 95% CI 0.49-0.95 and 0.13-0.40, both P<0.05). The rates of vitamin A and D insufficiency was higher in children with annual household incomes <60 000 RMB than in those with annual household incomes ≥60 000 RMB ( χ2=34.11 and 10.43, both P<0.01). Northwest and Southwest had the highest rates of vitamin A and vitamin D insufficiency in children aged 2-<7 yeas, respectively ( χ2=93.22 and 202.54, both P<0.001). Conclusions:Among 20 cities in China, children aged 2-<7 years experience high rates of vitamin A and vitamin D insufficiency, which are affected by age, family economic level, vitamin A and vitamin D supplementation, and regional economic level. The current results suggest that high level of attention should be paid to vitamin A and vitamin D nutritional status of preschool children.

As resident immune cells of central nervous system(CNS),microglia play a key role in immune surveillance and tissue repair.They can be activated by various types of pathological factors to form M1 or M2 phenotype,which mediates neuroinflam-mation or neuroprotective effects.At the same time,when the homeostasis of the microenvironment in which the neuron is located is broken,"signal"molecules are also released to induce microglial activation through ligand-receptor binding.Therefore,the regulation of microglia-neuron connection is of great significance for treatment of nervous system diseases.This article reviews the signaling mole-cules involved in the two-way interaction between microglial cells and neurons,and elucidates the immune mechanisms of microglia-neuron,thus providing a basis for targeted treatment of CNS diseases related to microglia activation.

Objective:The purpose of this paper is based on the concept of enhanced recovery after surgery, to discuss the timing of taking food and water in knee arthroplasty patients, as well as its feasibility and safety, so as to improve the quality of quality nursing services.Methods:The 226 knee arthroplasty patients in Luoyang Orthopedic-Traumatological Hospital (Henan Provincial Orthopedic Hospital) from September 2020 to November 2021 were selected and divided into a control group and a experimental group using the random number table method, with 113 cases in each group. The control group adopted a conventional postoperative feeding management method; the experimental group adopted the early and timely feeding management method after comprehensive assessment. The data were compared between the two groups, including the incidence and severity of postoperative nausea and vomiting within 6 h and from 6 to 24 h after surgery , the incidence of thirst and hunger at 2 h, 4 h and 6 h postoperatively, and the comfort level.Results:The incidence of postoperative nausea and vomiting was lower in the experimental group [19.5%(22/113), 13.3%(15/113)] than in the control group [32.7%(37/113), 23.9%(27/113)] within 6 h and from 6 to 24 h after surgery, and the severity (21 cases of gradeⅠ, 10 cases of gradeⅡand 6 cases of grade Ⅲ) was also lower than in the control group (17 cases of gradeⅠ, 29 cases of gradeⅡand 18 cases of grade Ⅲ), and the differences were all statistically significant ( χ2 = 5.16,4.21, Z = -2.72, P<0.05). The incidence of thirst were lower in the experimental group [14.2%(16/113), 8.0%(9/113), 2.7%(3/113)] than in the control group [26.5%(30/113), 29.2%(33/113), 40.0%(35/113) at 2 h, 4 h and 6 h postoperatively, and the incidence of hunger at 4 h and 6 h postoperatively [11.5%(13/113), 8.0%(9/113)] were lower than in the control group [32.7%(37/113), 34.5%(39/113)], with statistically significant differences ( χ2 values were 5.35 to 32.39, all P<0.05). The postoperative comfort scale scores of physiological (31.04 ± 1.00) and psychological (33.50 ± 1.45) were higher in the experimental group than in the control group (27.46 ± 1.78) and (31.37 ± 1.29), and the differences were statistically significant ( t values were -102.36 to -66.26, all P<0.05). Conclusions:Early postoperative feeding management at the right time reduces the incidence and severity of postoperative nausea and vomiting inknee arthroplasty patients. In addition, it can also reduce the incidence of thirst and hunger, and improve patients′ postoperative physiological and psychological comfort, which has a facilitating effect on achieving rapid recovery of patients.

Objective: This study aims to explore factors associated with parental mediation of children’s vision care and digital technology use. Methods: By using a probabilityproportionate sampling method, a total of 3 249 parents of junior primary school students completed the selfadministered questionnaire in second semester of 2018 from Taipei and Pingtung. Results: Parents had moderate scores in children’s vision care beliefs, selfefficacy and parental mediation. Children spent an average of 7 hours on digital technology use per week. Multiple regression analysis results showed that parents who had intact family, not providing children with personal digital technology devices, spent less time in digital technology devices, and had higher levels of vision care beliefs, higher mediation efficacy, and more cues to action were more likely to have higher levels of vision care mediation behaviors. Whereas children who were at senior grades, low household income, from nonintact families, owned personal digital technology devices, whose parents spent more time using digital technology devices and implementing low levels of parental mediation were more likely to spend more time using digital technology devices. Conclusion Schools and communities could provide more parental training and parentchild colearning opportunities to enhance parental mediation of children’s vision care behavior and reduce excessive digital technology use.

Background:In the pathogenesis of chronic gastritis,the changes of biological factors can affect the physiological barrier of gastric mucosa,increase the risk of injury of intercellular junctions,leading to disruption of mucosal barrier. Aims:To investigate the expressions of occludin and zonula occluden-1 (ZO-1)in chronic gastritis and their significance. Methods:A total of 82 patients with chronic gastritis from October 2014 to October 2017 at the First People's Hospital of Xiaochang were enrolled and divided into chronic non-atrophic gastritis (CNAG)group and chronic atrophic gastritis (CAG)group according to the endoscopic biopsy pathology. Forty healthy subjects were served as normal controls. Expressions of occludin and ZO-1 were examined by immunohistochemistry. Patients positive for Helicobacter pylori (Hp) infection received eradication therapy,and expressions of occludin and ZO-1 were reexamined after Hp eradication. Results:The positivity rates of occludin and ZO-1 proteins in CNAG and CAG groups were significantly lower than those in normal control group (P＜0.05). The positivity rates of occludin and ZO-1 proteins in CNAG group were significantly higher than those in CAG group (P＜0.05). The positivity rates of occludin and ZO-1 proteins in Hp-positive CNAG patients were significantly lower than those in Hp-negative CNAG patients (P＜0.05). The positivity rate of ZO-1 protein in Hp-positive CAG patients was significantly lower than that in Hp-negative CAG patients (P＜0.05). Expressions of occludin and ZO-1 proteins showed a linear trend correlation with activity of gastric inflammation (P ＜0.05);their expressions decreased significantly with the increase in activity of inflammation. The positivity rates of occludin and ZO-1 proteins in CNAG patients increased significantly after Hp eradication (P＜0.05). Conclusions:Expressions of occludin and ZO-1 are decreased in chronic gastritis,especially in CAG,and are correlated with Hp infection and activity of gastric inflammation.

Objective To investigate the expression level of hypoxia-inducible factor-lot (HIF-1ot) in gastric cancer and its relationship with clinicopathological characteristics and prognosis of patients with gastric cancer.Methods From March 3,2011 to September 28,2012,49 patients with gastric adenocarcinoma tissue chips were selected from pathology department of our hospital.They were matched with paracancerous tissues.The expression levels of HIF-1α were measured by immunohistochemistry method in gastric cancer tissues and paracancerous tissues chips.Kaplan-Meier was used to evaluate the progression-free survival (PFS) and overall survival (OS),and the Cox proportional hazards model was used to analyze whether HIF-1α was a prognostic factor.Results The high expression rate of HIF-1α protein in gastric cancer was significantly higher than that in paired para-carcinoma group (42.9％ vs.4.1％,x2 =20.509,P ＜ 0.001).The expression of HIF-1 α protein was related to TNM stage (x2 =4.601,P =0.032),vascular invasion (x2 =6.766,P =0.009) and degree of differentiation (x2 =7.969,P =0.005).Compared with patients with low expression of HIF-1α,the median PFS (16.2 months vs.27.3 months) and median OS (34.8 months vs.43.8 months) were shorter in the patients with high expression of HIF-1 α,and the differences were statistically significant (median PFS:x2 =4.661,P =0.002;median OS:x2 =6.903,P =0.009).The results of single factor analysis showed that overexpre-ssion of HIF-1α was correlated with PFS and OS (PFS:HR =4.461,95％ CI:1.969-10.802,P ＜0.001;OS:HR =3.109,95％CI:1.274-7.588,P =0.013).The results of Cox multivariate analysis showed that overexpression of HIF-1α was the independent risk factor that affected the survival and prognosis of patients with gastric cancer (PFS:HR =4.747,95％ CI:2.175-10.230,P ＜0.001;OS:HR =3.171,95％ CI:1.358-7.404,P =0.008).Conclusion The high expression rate of HIF-1α protein in gastric cancer tissues is significantly higher than that in paracancerous tissues.The expression of HIF-1α is associated with TNM stage,vascular invasion,degree of differentiation in patients with gastric cancer.The high expression of HIF-1α is associa-ted with the shorter median OS and PFS.The high expression of HIF-1α is an independent risk factor for the survival and prognosis of patients with gastric cancer,which is expected to be an independent marker of poor prognosis.

OBJECTIVETo compare the DNA methylation-related alteration induced by trichloroethylene (TCE) in human hepatic L-02 cells (L-02 cells) and SET deficient cells, and reveal the role of SET on the mechanisms in TCE-induced epigenetic pathway.

METHODSThe L-02 cells and pre-established SET deficient cells were treated with different TCE concentrations, and the changes of total cell viability, DNA methylation level and DNA methyltransferases (DNMTs) activity were measured, respectively. In addition, the TCE-induced alteration in the protein expression of DNMT1, DNMT3a and DNMT3b were analyzed by Western blotting.

RESULTSAfter treatment with TCE for 24 h, the cell proliferation level was significantly decreased in both cell lines. When concentrations of TCE were 0, 1.0, 2.0, 4.0 and 8.0 mmol/L, the proliferation levels of L-02 cells were 100.00±2.70, 83.34±2.38, 75.56±4.51, 71.67±2.77 and 66.67±1.63, respectively (F = 58.29, P < 0.001); the cell proliferation levels of SET deficient cells were 101.12±1.67, 85.01±2.33, 79.44±1.67, 78.337±3.89 and 76.11±3.33, respectively (F = 42.41, P < 0.001). When concentration of TCE reached 4.0 mmol/L, the difference of cell proliferation level between two groups was statistically significant (t = -3.51; P = 0.013). After treated by TCE for 24 h, the global DNA methylation significantly decreased in both cell lines (F value was 212.87 and 79.32, respectively, P < 0.001). The difference between two groups was not statistically significant. After treated by TCE for 24 h, the methyltransferases activities were significantly decreased in both cell cells (F values were 77.92 and 113.80, respectively, P-0.001). The SET deficiency could inhibit the decrease of methyltransferases activity under TCE treatment. When the concentration of TCE reached 8.0 mmol/L, the enzymatic activity of L-02 cells and SET deficient cells decreased to 67.61%±2.85% and 72.97%± 1.94%, respectively. The difference between two groups was statistically significant (t = -3.94, P = 0.008). After treated with TCE for 24 h, concentrations of TCE were 0, 1.0, 2.0, 4.0 and 8.0 mmol/L, and the relative protein levels of DNMT1 in normal L-02 cells increased significantly to 1.00±0.03, 1.28±0.04, 1.20±0.04, 1.62±0.05, 1.43±0.04 (F = 103.00, P < 0.001); In SET deficient cells, the expressions of DNMT1 were 1.00±0.04, 0.96±0.02, 1.19±0.05, 0.85±0.03, 0.83±0.03, which was significantly down-regulated under TCE treatment (F = 44.18, P < 0.001).

CONCLUSIONSET deficiency can significantly attenuate the TCE-induced decreases of cell viability and DNMTs activity, as well as alteration of protein expression of DNMT1 in L-02 cells, which indicated that SET was involved in the mechanism of TCE-induced cytotoxicity and epigenetic pathway in L-02 cells.

Cell Line ; Cell Survival ; DNA (Cytosine-5-)-Methyltransferase 1 ; DNA (Cytosine-5-)-Methyltransferases ; DNA Methylation ; Humans ; Liver ; Trichloroethylene

OBJECTIVETo investigate the clinical manifestation, diagnosis, and treatment of patients with Marjolin's ulcers.

METHODSThe clinical materials of 21 patients with Marjolin's ulcers hospitalized from January 2007 to January 2013 were retrospectively analyzed, including age, gender, injury causes, duration time of primary disease in developing Marjolin's ulcer, duration of ulcer, lesion site, ulcer area, symptoms and signs of ulcer region, bacterial culture results before operation, histopathological type, grade of carcinoma cell differentiation, depth of invasion, treatment, and outcome.

RESULTS(1) The age of 21 patients at the time of diagnosis of Marjolin's ulcers was 19-74 (47 ± 13) years, and the ratio of male to female was nearly 0.9:1.0. (2) The main primary lesions were flame burns and high temperature liquid scald, respectively occurred in 12 cases (57.1%) and 7 cases (33.3%). The time for development of Marjolin's ulcers from primary injury was 10-56 (40 ± 14) years. (3) Ulceration on top of scar lasted for longer than one year in 12 patients (57.1%). (4) Lesion site was mainly located in the limbs in 13 patients (61.9%), and on head and face in 6 patients (28.6%), respectively. (5) Ulcer area ranged 0.25-74.25 (39 ± 25) cm(2). Foul excretion, bleeding, intensified pain, and gradual enlargement of ulceration were observed in the lesion of most patients. (6) Bacterial culture of wound excretion before operation showed positive results in 16 patients (76.2%).

RESULTSof bacterial culture of blood were negative in all patients. (7) Pathological examination revealed squamous cell carcinoma in 20 cases and basal cell carcinoma in 1 case, and mostly of high or medium differentiation. Cancer cells in nearly 40% patients had invaded the subcutaneous tissue or deeper area. (8) All patients were treated by surgery, among them autologous skin grafting was done after excision of lesion in 11 patients, and in 5 patients the defects were closed with skin flaps after excision of lesion, and in 5 patients limbs harboring the lesion were amputated. Twelve patients (57.1%) received postoperative rehabilitation treatment. Two patients with pulmonary metastasis received chemotherapy. (9) Most of the flaps and skin grafts survived well after surgery, and a few cases with failure of skin grafting or transplantation of flaps underwent skin grafts again. Patients were followed up for 6 months to 5 years, in 4 patients recurrence occurred after surgery, and 2 of them died. The other patients survived without recurrence.

CONCLUSIONSSquamous cell carcinoma was the most common pathological type of Marjolin's ulcer admitted to our unit. A recurrent ulcer with long course should be considered as Marjolin's ulcer, and it should be scrutinized pathologically. Currently, surgery remains the optimal treatment for Marjolin's ulcer. Regular follow-up should be carried out after resection of the lesion to detect carcinoma recurrence and metastasis.

Burns ; complications ; Carcinoma, Squamous Cell ; etiology ; pathology ; surgery ; Cicatrix ; Female ; Humans ; Male ; Retrospective Studies ; Skin Neoplasms ; etiology ; pathology ; surgery ; Skin Transplantation ; Skin Ulcer ; etiology ; pathology ; surgery ; Surgical Flaps ; Treatment Outcome