1.Spatial radiomics model for identifying supratentorial pilocytic astrocytoma and ganglioglioma based on MRI
Tianliang ZHAN ; Jianrui LI ; Qiang XU ; Zhizheng ZHUO ; Junjie LI ; Haohui CHEN ; Ya'ou LIU ; Zhiqiang ZHANG
Chinese Journal of Radiology 2024;58(12):1381-1387
Objective:To construct a spatial radiomics model based on the spatial distribution characteristics of supratentorial pilocytic astrocytoma (PA) and ganglioglioma (GG) and to evaluate its differential diagnosis efficiency.Methods:The study was a cross-sectional study. A retrospective collection of 244 patients with episodic PA and GG who attended Beijing Tiantan Hospital of Capital Medical University (Center 1) from June 2016 to June 2022 and 116 patients with episodic PA and GG who attended General Hospital of Eastern Theater Command (Center 2) from March 2019 to October 2022 was performed. The patients in Center 1 were divided into a training set (171 patients) and a validation set (73 patients) in a 7∶3 ratio according to the random number table method, and the patients in Center 2 as a whole were regarded as test sets. All patients underwent MRI. Segmentation of tumor based on enhanced T 1WI and T 2WI images, alignment to standard space to generate a statistical parametric mapping of tumor locations and intergroup comparison was conducted. The Johns Hopkins University template was used to extract 189 tumor location features to construct a spatial model of tumor location; PyRadiomic 3.0.1 software was used to extract tumor radiomics features to construct a radiomics model; and the two models were fused to construct a spatial radiomics model. The efficacy of spatial radiomics model, spatial model, and radiomics model to discriminate PA from GG was analyzed using receiver operating characteristic curves and area under the curve (AUC). The generalization ability of the model was assessed by the difference in accuracy between the test sets and the validation sets (ΔACC). The clinical utility of the model was compared using clinical decision curves and calibration curves. Results:The statistical parametric mapping of lesions showed that supratentorial PA was vulnerable to medial structure areas such as suprasellar region, thalamus, basal ganglia and frontal lobe, temporal lobe, parietal lobe. GG was mainly distributed in bilateral temporal lobes, as well as frontal lobe, occipital lobe and parietal lobe. The AUCs of spatial radiomics model, radiomics model and spatial model to identify PA and GG in the test set were 0.876, 0.785, and 0.819, with accuracies of 77.59%, 72.41%, and 77.14%, respectively, and ΔACCs in the test set and validation set were 11.6%, 15.43%, and 6.94%, respectively. The clinical decision curves showed an overall greater clinical benefit of the spatial radiomics model compared with the conventional radiomics model and spatial model.Conclusion:Spatial radiomics model containing spatial information on lesion location can improve the diagnostic efficacy of supratentorial PA and GG, and enhance the generalization of the prediction model.
2.Clinical application of modified radical neck dissection by gasless unilateral axillary approach in papillary thyroid cancer
Jiajie XU ; Chuanming ZHENG ; Yining ZHANG ; Lingling DING ; Haiwei GUO ; Zhuo TAN ; Jiafeng WANG ; Liehao JIANG ; Zhiqiang SUN ; Ying XIN ; Wanchen ZHANG ; Chengying SHAO ; Minghua GE
Chinese Journal of Endocrine Surgery 2023;17(1):5-10
Objective:To investigate the effectiveness, safety, and advantages of modified radical neck dissection by gasless unilateral axillary approach (GUA-MRND) in the surgical management of selected patients with papillary thyroid cancer.Methods:We retrospectively analyzed patients with papillary thyroid cancer who underwent GUA-MRND (endoscopic group, n=16) versus unilateral open modified radical neck dissection (MRND) (open group, n=32) during the period from Jan. 2019 to Jun. 2021, including the differences in surgical efficiency, complication rate, and incisional satisfaction.Results:Compared MRND with GUA-MRND, the patients were younger ( P<0.05) , operative time and postoperative drainage anterior ( P<0.01) were slightly inferior in the latter, but it had obvious advantages in cervical swallowing discomfort and incision satisfaction evaluation ( P<0.05) . There was no significant difference in the incidence of temporary recurrent laryngeal nerve injury, intraoperative and postoperative bleeding, hematoma, infection, lymphatic or chylous leakage and supraclavicular numbness after surgery ( P>0.05) . The number of dissected lymph nodes in area II in the GUA-MRND was lower ( P<0.05) , but it was significantly higher ( P<0.01) in area III. And the average regional cleaning efficiency in the GUA-MRND was level Ⅲ (35.5%) , level Ⅵ (28.59%) , level Ⅳ (23.21%) , level Ⅱ (7.18%) and level Ⅴ (7.12%) , suggested that GUA-MRND had higher efficacy for level III, level Ⅵ and Level IV. Conclusion:GUA-MRND is safe, effective, and has high cosmetic satisfaction in the treatment of selected patients with lateral cervical lymph node metastases from papillary thyroid cancer.
3.Research advances of sepsis biomarkers
Zhuo ZENG ; Yizhi PENG ; Zhiqiang YUAN
Chinese Journal of Burns 2023;39(7):679-684
Sepsis is a life-threatening condition for patients. Biomarkers can be used for the diagnosis, treatment, and prognostic assessment of sepsis. In recent years, new biomarkers for sepsis have been discovered, and more than 250 biomarkers have been identified so far. The complexity of the sepsis process and the increased sensitivity of various detection techniques will lead to the emergence of new biomarkers. However, there is still a lack of specific diagnostic biomarkers and effective therapeutic approaches for sepsis in clinical practice. Therefore, the search for reliable biomarkers and the evaluation of the role of biomarkers in sepsis will undoubtedly aid in clinical decision-making. This article reviews the advances on research of sepsis biomarkers in order to improve understanding of current biomarkers of sepsis, and provide reference for the application of biomarkers in clinical diagnosis, treatment, and prognosis of sepsis.
4.Comparison of the efficacy of femoral stable interlocking intramedullary nail and proximal femoral nail anti-rotation in the treatment of anterograde intertrochanteric fractures
Baoxi HAO ; Peng JIA ; Yongqing WANG ; Zhiqiang YANG ; Liang REN ; Zhuo GAO ; Zhihui ZHAO ; Zhanmin XU
Chinese Journal of Orthopaedics 2022;42(18):1212-1219
Objective:To evaluate the effect of femoral stable interlocking intramedullary nail (FSIIN) and proximal femoral nail anti-rotation (PFNA) in the treatment of anterograde intertrochanteric fractures.Methods:From June 2015 to December 2020, 68 cases with surgically treated of femoral intertrochanteric fractures were included. Among them, there were 37 cases (17 males and 20 females) in proximal femoral nail antirotation (PFNA) group, and the age ranged from 48 to 78 years (62.9±7.1 years); 18 cases were on the left and 19 cases on the right; AO/OTA classification: 16 cases of A1 type and 21 cases of A2 type. And there were 31 cases (18 males and 13 females) in FSIIN group without distal locking, the age ranged from 47 to 84 years (62.4±8.6 years); 15 cases were on the left and 16 cases on the right; AO/OTA classification: 11 cases of A1 type and 20 cases of A2 type. Fracture fixation time, incision length and number, intraoperative blood loss, fracture healing time, visual analogue scale (VAS) and Harris scores at the last follow-up were compared between the two fixation methods.Results:Both groups were followed up, and the follow-up time was 15.3±3.9 months in the FSIIN group and 15.7±3.9 months in the PFNA group, and the difference was not statistically significant ( t=0.42, P=0.675). In FSIIN group, the fracture fixation time was 26.6±11.5 min, the total incision length was 7.6±1.8 cm, the intraoperative blood loss was 107.6±42.8 ml and the fracture healing time was 10.1±1.3 weeks. In PFNA group, the fracture fixation time was 40.3±10.8 min, the total incision length was 12.2±1.8 cm, the intraoperative blood loss was 209.4±52.0 ml and the fracture healing time was 16.3±1.6 weeks. In FSIIN group, the fracture fixation time ( t=3.46, P<0.001), total incision length ( t=2.39, P=0.020), intraoperative blood loss ( t=3.16, P<0.001), fracture healing time ( t=2.80, P<0.001) were all less than those in PFNA group, and the difference was statistically significant. The VAS score of FSIIN group was 1.4±0.5 points, and that of PFNA group was 1.6±0.6 points, and the difference was not statistically significant ( t=0.68, P=0.503). The Harris score was 84.5±2.2 in FSIIN group and 83.3±2.5 in PFNA group, and the difference was not statistically significant ( t=0.63, P=0.530). At the last follow-up, 29 patients in the FSIIN group were very satisfied with the operation, and 2 patients were satisfied with the operation, with a satisfaction rate of 100%. In PFNA group, 30 patients were very satisfied with the operation, 7 patients were satisfied with the operation, and the satisfaction rate was 100%. Conclusion:Compared with PFNA, micro-invasive and micro-stress shielding methodes of FSIIN in the fixation of anterograde intertrochanteric fractures is more minimally invasive, simple, time-saving, less bleeding, less risk, less pain, minimal stress shilding and enhanced recovery after surgery. The effect of treatment is similar in FSIIN and PFNA group.
5.Progress of treatment-related hemophagocytic syndrome
Weibin ZHUO ; Chenghong WANG ; Zhiqiang SUN
Journal of Leukemia & Lymphoma 2021;30(11):695-697
Hemophagocytic syndrome (HPS) is a rare, life-threatening inflammatory response syndrome characterized by overactivation of the immune system, which leads to organ damage. Secondary HPS is usually triggered by infection, tumor and autoimmune disease. It has been clinically found that many HPS-like manifestations also occur during drug therapy. This article reviews the related progress of HPS induced by immune checkpoint inhibitors, ibrutinib and lamotrigine, in order to provide a guidance for clinical practice.
6.Prevalence and clinical characteristics of Kawasaki disease with arthritis in children
Dequan SU ; Honglin HUANG ; Zhiqiang ZHUO ; Mi YANG
Chinese Pediatric Emergency Medicine 2021;28(9):802-805
Objective:To investigate the incidence and clinical characteristics of Kawasaki disease complicated with arthritis, and explore the relationship with coronary artery disease.Methods:Patients diagnosed with Kawasaki disease at Xiamen Children′s Hospital from January 2015 to June 2020 were included in this study.They were divided into the arthritis group( n=53) and the non-arthritis group( n=401), depending on whether complicated with arthritis.Demographic, clinical symptoms, and laboratory results were retrospectively analyzed. Results:A total of 454 children were included in this study with 53 cases acomplicated with arthritis.There were 32 male cases and 21 female cases.The average age of arthritis group was(5.89±1.35) y, which was older than non-arthritis group[(4.28±1.25) y, P=0.026]. Among the 53 cases of arthritis group, 36 cases (67.92%)of small jiont arthritis, 14 cases(26.41%)of coxitis, ten cases(18.87%)of carpitis, eight cases(15.09%)of gonitis, four cases(7.55%)of anconitis, and three cases(5.66%) of ankle arthritis were involved.There was a statistic difference in the prevalence of intravenous immunogloblin(IVIG)resistant between arthritis group and non-arthritis group(14 cases, 26.14% vs.43 cases, 10.72%, P=0.002). The inflammatory markers(CRP, TNF-α, IL-6) of the arthritis group were significantly higher than those in the non-arthritis group, and the differences were statistically significant( P<0.05, respectively). The incidence of coronary artery disease in the arthritis group(60.38%, 32/53) was higher than that in the non-arthritis group(52.37%, 210/401), but the difference was not statistically significant( P>0.05). Conclusion:Kawasaki disease with arthritis in children is self-limited, with no sequelae.Patients in the arthritis group have a higher rate of IVIG resistance and higher levels of inflammatory markers, but no significant difference in the incidence of coronary artery disease compared with those without arthritis.
7.Effect of dietary water-soluble vitamins on the poor prognosis of low-grade cervical intraepithelial neoplasia-a prospective cohort study
Hong LIU ; Li SONG ; Zhuo QI ; Dan MENG ; Jie WANG ; Yuanjing LYU ; Haixia JIA ; Ling DING ; Min HAO ; Zhiqiang TIAN ; Jintao WANG
Chinese Journal of Epidemiology 2021;42(6):1097-1102
Objective:To explore the effect of dietary water-soluble vitamins on the poor prognosis of low-grade cervical intraepithelial neoplasia (CINⅠ).Methods:A total of 564 participants with CINⅠ were selected from a community-based married women cohort established in 2014. The general baseline information was collected, and HPV genotyping was detected. A food frequency questionnaire was used to investigate dietary water-soluble vitamins' consumption and determine their exposure levels. The follow-up program was carried out for 12 months, and the regression, persistence, and progression of CINⅠ was determined according to histopathological results at 12-month.Results:The low-levels of dietary water-soluble vitamins could promote CINⅠ's persistence and progression, showing the increasing tendency of CINⅠ poor prognosis with the decrease of water-soluble vitamin levels. Especially folate, VB1, VB2, VB6, niacin, biotin, and VC ( RR values were 15.22, 1.86, 1.92, 2.11, 2.98, 2.14, 2.19, respectively) played an important role. Considering the status of high-risk human papillomavirus (HR-HPV) infection, our results showed that the low levels of folate, niacin, biotin could promote the poor prognosis of CINⅠ. Conclusions:The low-level of dietary water-soluble vitamins could facilitate the poor prognosis of CINⅠ. In addition, folate, niacin, biotin were more effective on HR-HPV positive women.
8.Prognosis of high-risk HPV infection and its influences by vaginal micro-environmental factors
Dan MENG ; Li SONG ; Zhuo QI ; Jie WANG ; Hong LIU ; Yuanjing LYU ; Haixia JIA ; Ling DING ; Min HAO ; Zhiqiang TIAN ; Jintao WANG
Chinese Journal of Epidemiology 2021;42(6):1103-1107
Objective:To describe the characteristics of high-risk human papillomavirus (HR-HPV) infection and its influences by vaginal micro-environmental factors.Methods:A total of 421 women with HR-HPV infection and normal cervix diagnosed by pathology were selected from a community cohort established earlier by our research group for a 24-month follow-up. The baseline data were collected at enrollment. The vaginal micro-environmental factors were detected by using the combined detection kit of aerobic vaginitis and bacterial vaginosis. And the HPV was detected by using the flow-through hybridization technology. According to the HR-HPV infection status in baseline and 24 months of follow-up, with the prognosis characteristics of HR-HPV infection described, the impact of vaginal micro-environmental factors on the prognosis of HR-HPV infection was explored as well.Results:Among 390 HR-HPV infected women who completed 24 months of follow-up, the top five types of persistent HR-HPV infection rate appeared as HPV16 (24.1%), HPV58 (22.2%), HPV53 (21.7%), HPV52 (20.0%), and HPV39 (11.8%), respectively. The results showed that women with abnormal vaginal pH (a OR=1.74, 95% CI: 1.08-2.80), abnormal neuraminidase (a OR=2.70, 95% CI: 1.52-4.83), or abnormal leucocyte esterase (a OR=3.41, 95% CI: 2.13-5.44), the risk of HR-HPV persistent infection increased. The abnormalities of neuraminidase and leukocyte esterase could increase the risk of persistent infection of homotype and heterotypic HR-HPV. Conclusions:HPV16 was prone to persistent infection. Abnormalities of vaginal pH, neuraminidase, and leukocyte esterase might increase the risk of HR-HPV persistent infection. Both the abnormalities of neuraminidase and leukocyte esterase play an essential role in the HR-HPV persistent infection.
9.The optimal model of diagnosis to low-grade cervical intraepithelial neoplasia by combined detecting vaginal micro-environmental factors, based on the high-risk HPV infection
Jie WANG ; Ling DING ; Yuanjing LYU ; Dan MENG ; Hong LIU ; Li SONG ; Zhuo QI ; Haixia JIA ; Ruixin PEI ; Zhiqiang TIAN ; Min HAO ; Jintao WANG
Chinese Journal of Epidemiology 2021;42(6):1108-1112
Objective:To investigate the diagnostic value of different vaginal micro-environmental factors in low-grade cervical intraepithelial neoplasia (CIN Ⅰ) and determine the optimal model in high-risk human papillomavirus (HR-HPV) infection.Methods:A total of 926 women, including 623 with normal cervical (NC) condition and 303 CINⅠ patients, had undergone pathological examinations, and were enrolled in the study. All the women were from a community previously established cohort. Vaginal cleanliness, pH, H 2O 2, β-glucuronidase, coagulase, sialidase, and leukocyte esterase (LE) were detected by the combined detection method aerobic vaginitis/bacterial vaginosis in vaginal secretions. HPV genotyping was performed by using the flow-through hybridization technology. The data were analyzed by SAS 9.2 and SPSS 23.0. Results:The vaginal cleanliness, pH, sialidase, and LE were determined as the representative vaginal micro-environment factors by principal component analysis. Based on logistic regression theory to analyze the ROC curve, the results showed that the highest sensitivity was with pH value (76.2%), and the highest specificity was with sialidase (90.9%). The area under ROC curve were higher in combination detection modes of sialidase+LE (0.714), pH+sialidase+LE (0.719), vaginal cleanness+sialidase+LE (0.713) and pH+vaginal cleanness+sialidase+LE (0.709). According to HR-HPV infection status, the TOPSIS method was used to analyze the combined detection optimal model. Specifically, we found that the best diagnostic model was pH+sialidase +LE ( C i=0.585) in the HR-HPV positive group and vaginal cleanness+sialidase+LE ( C i=0.641) in the negative group. Conclusions:The combined detection of vaginal microenvironment factors could be used for auxiliary diagnosis for CINⅠ. It would be more effective when detecting pH, sialidase, and LE in HR-HPV positive women while vaginal cleanness, sialidase, and LE in HR-HPV negative women at the same time.
10.Relationship between serum folate and CIN1 prognosis and its interaction with HR-HPV infection
Zhuo QI ; Ling DING ; Dan MENG ; Hong LIU ; Jie WANG ; Li SONG ; Yuanjing LYU ; Haixia JIA ; Min HAO ; Zhiqiang TIAN ; Jintao WANG
Chinese Journal of Oncology 2021;43(8):866-871
Objective:To evaluate the relationship between serum folate and the prognosis of cervical intraepithelial neoplasia grade I (CIN1) and the interaction between folate and high risk human papillomavirus (HR-HPV) infection.Methods:From a community-based married women cohort established in Jiexiu and Yangqu County of Shanxi Province from June to December 2014, a total of 564 eligible women with CIN1 by pathologically diagnosed were recruited. The pathological examination was performed again 12 months later. According to the prognosis of CIN1, participants were divided into CIN1 regression group, persistence and progression group, respectively. Nested case-control study was used to explore the relationship between serum folate and CIN1 prognosis, and additive model was used to analyze the interaction between serum folate and HR-HPV infection.Results:Among 564 CIN1 patients, 479 cases underwent pathological examination again, 331 were divided in CIN1 regression group and other 148 in persistence and progression group. The levels of serum folate in CIN1 regression group and persistence and progression group were (18.890±8.360) and (15.640±5.550) nmol/L, respectively, and the difference was statistically significant ( Z=-6.937, P<0.001). HPV infection was detected in 154 patients, including 148 cases of HR-HPV infection and 6 cases of low risk human papillomavirus (LR-HPV) infection. Univariate analysis showed that there were significant differences in the age, passive smoking, frequency of pudendal cleaning, frequency of cleaning after sex, frequency of changing underwear, serum folate and HR-HPV infection between regression group and persistence and progression group ( P<0.05). Multivariate logistic regression analysis showed that the frequency of pudendal cleaning ( OR=0.422, 95% CI: 0.238-0.750), frequency of changing underwear ( OR=0.574, 95% CI: 0.355-0.928), serum folate (13.06-16.78nmol/L: OR=4.806, 95% CI: 2.355-9.810; ≤13.05nmol/L: OR=8.378, 95% CI: 4.024-17.445), HR-HPV infection ( OR=1.852, 95% CI: 1.170-2.933) were the independent influencing factors of CIN1 prognosis. Interaction analysis showed that the relative excess risk of low serum folate level and HR-HPV infection for the CIN1 persistence and progression was 4.992 (95% CI: 0.189-9.796), attributable proportion due to interaction was 0.552 (95% CI: 0.279-0.824), synergy index was 2.632 (95% CI: 1.239-5.588), a OR of serum folate≤16.78 nmol/L and HR-HPV infection positive was 9.055 (95% CI: 4.878-16.807). Conclusion:Low serum folate level could increase the risk of CIN1 persistence and progression, and might enhance the risk when combined with HR-HPV infection.

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