1.Inflammatory markers-based preoperative differentiation model of intrahepatic cholangiocarcinoma and combined hepatocellular carcinoma
Pengyu CHEN ; Zhenwei YANG ; Haofeng ZHANG ; Guan HUANG ; Hao YUAN ; Zuochao QI ; Qingshan LI ; Peigang NING ; Haibo YU
Chinese Journal of Hepatobiliary Surgery 2023;29(8):573-577
Objective:To establish and validate a preoperative differentiateon model of intrahepatic cholangiocarcinoma (ICC) and combined hepatocellular carcinoma (CHC) based on the inflammatory markers and conventional clinical indicators.Methods:The clinical data of 116 patients with ICC or CHC admitted to Henan Provincial People's Hospital from January 2018 to March 2023 were retrospectively analyzed, including 74 males and 42 females, aged (58.5±9.4) years old. The data of 83 patients were used to establish the differentiation model as the training group, including 50 cases of ICC and 33 cases of CHC. The data of 33 patients were used to validate the model as the validation group, including 20 cases of ICC and 13 cases of CHC. The clinical data including the platelet-to-lymphocyte ratio (PLR), systemic immune inflammation index (SII), prognostic inflammatory index (PII), prognostic nutritional index (PNI), neutrophil-to-lymphocyte ratio (NLR) and lymphocyte-to-monocyte ratio (LMR) were collected and analyzed. The receiver operating characteristic (ROC) curve was used to analyze the best cut-off values of PLR, SII, PII, PNI, NLR and LMR. Univariate and multivariate logistic regression analysis were used to determine the differential factors between ICC and CHC. The R software was used to draw the nomogram, calculate the area under the curve (AUC) to evaluate the model accuracy, and draw the calibration chart and the decision curve to evaluate the predictive efficacy of the model.Results:Univariate logistic regression analysis showed that liver cirrhosis, history of hepatitis, alpha fetoprotein, carbohydrate antigen 199, gamma-glutamyltransferase (GGT), PLR, PNI and inflammation score (IS) could be used to differentiate ICC from CHC (all P<0.05). The indicators identified in univariate analysis were included in multivariate logistic regression analysis. The results showed that absence of liver cirrhosis, GGT>60 U/L, PNI>49.53, and IS<2 indicated the pathology of ICC (all P<0.05). Based on the above four factors, a nomogram model was established to differentiate the ICC and CHC. The AUC of ROC curve of the nomogram model in the training and validation groups were 0.851 (95% CI: 0.769-0.933) and 0.771 (95% CI: 0.594-0.949), respectively. The sensitivities were 0.760 and 0.750, and the specificities were 0.818 and 0.769, respectively. The calibration chart showed that the predicted curve fitted well to the reference line. The decision curve showed that the model has a clear positive net benefit. Conclusion:The nomogram model based on inflammatory markers showed a good differentiation performance of ICC and CHC, which could benefits the individualized treatment.
2.Influence of different injection time of carbon nanoparticle tracer on the acquisition of lymph nodes in adenocarcinoma of esophagogastric junction treated by neoadjuvant chemoradio-therapy combined with surgical resection: a prospective study
Peigang YANG ; Yuan TIAN ; Honghai GUO ; Bibo TAN ; Ping′an DING ; Yang LIU ; Zhidong ZHANG ; Yong LI ; Qun ZHAO
Chinese Journal of Digestive Surgery 2022;21(3):385-390
Objective:To investigate the influence of different injection time of carbon nanoparticle tracer on the acquisition of lymph nodes in adenocarcinoma of esophagogastric junc-tion (AEG) treated by neoadjuvant chemoradiotherapy (nCRT) combined with surgical resection.Methods:The prospective randomized controlled study was conducted. The clinicopathological data of 120 AEG patients who were treated by nCRT combined with surgical resection in the Fourth Hospital of Hebei Medical University from March 2020 to March 2021 were selected. Based on random number table, patients were allocated into two groups. Patients undergoing endoscopic injection of carbon nanoparticle tracer 24 hours before nCRT were allocated into the experiment group, and patients undergoing endoscopic injection of carbon nanoparticle tracer 24 hours before surgical resection were allocated into the control group. All patients received the same plan of nCRT combined with D 2 radical gastrectomy. Observation indicators: (1) grouping situations of the enrolled patients; (2) surgical and postoperative pathological situations; (3) postoperative complications and treatment. Measurement data with normal distribution were represented as Mean± SD, and comparison between groups was analyzed using the independent sample t test. Measurement date with skewed distribution were represented as M( Q1, Q3), and comparison between groups was conducted using the Mann-Whitney U test. Count data were described as absolute numbers, and comparison between groups was analyzed using the chi-square test. Comparison of ordinal data was analyzed using the non-parameter rank sum test. Results:(1) Grouping situations of the enrolled patients. A total of 120 patients were selected for eligibility. There were 85 males and 35 females, aged (60±9)years. There were 60 patients in the experiment group and 60 patients in the control group, respectively. (2) Surgical and postoperative pathological situations. Patients in the two groups underwent D 2 radical gastrectomy successfully, with R 0 resection. The number of lymph nodes harvest, the number of lymph nodes stained, the number of metastatic lymph nodes stained, the number of micro lymph nodes, the number of inferior mediastinal lymph nodes, the number of inferior mediastinal lymph nodes stained, cases in postoperative pathological stage N0, stage N1, stage N2, stage N3a were 40.6±13.9,20.1±7.7, 1.0(0,3.0), 8.1±2.8, 3.7±1.3, 2.0(1.0,2.0), 18, 13, 23, 6 in patients of the experiment group, respectively. The above indicators were 30.4±8.3, 12.7±3.5, 0(0,1.0), 6.2±2.0, 2.4±1.2, 1.0(0,1.0), 23, 21, 15, 1 in patients of the control group, respectively. There were significant differences in the above indicators between the two groups ( t=-5.01, 6.85, Z=-3.78, t=-4.04, -5.57, Z=-5.48, -2.12, P<0.05). (3) Postoperative complications and treatment. There were 5 cases of the experiment group and 7 cases of the control group with postoperative complications, showing no significant difference between the two groups ( χ2=0.37, P>0.05). The patients with postoperative complications were improved after symptomatic treatment. Conclusion:Compared with injection of carbon nanoparticle tracer 24 hours before surgical resection, injection of carbon nanoparticle tracer 24 hours before nCRT can improve the acquisition of lymph nodes in AEG treated by nCRT combined with surgical resection.
3.Progress of Lymphatic Navigation Technique in Minimally Invasive Surgery for Gastric Cancer
Qun ZHAO ; Yuan TIAN ; Peigang YANG ; Zhidong ZHANG ; Yong LI
Cancer Research on Prevention and Treatment 2022;49(12):1207-1211
The combination of standardized D2 lymph node dissection and lymph node sorting after surgery can improve the survival of patients with gastric cancer and increase the accuracy of staging. With the development of different lymphatic tracers, individualized lymphatic navigation has become a new technical breakthrough in minimally invasive surgery for gastric cancer. Lymph node tracing is an important method to improve the quality of intraoperative lymph node dissection and correct the postoperative pathological stage. This article reviews the application status and progress of lymphatic navigation technology.
4.Laparoscopic or robotic serosa muscular layer circumferential incision combined with mucosal layer cutting and closure for gastrointestinal mesenchymal tumors at difficult sites of the stomach
Honghai GUO ; Yiyang HU ; Peigang YANG ; Yuan TIAN ; Dong WANG ; Zhidong ZHANG ; Xuefeng ZHAO ; Ping'an DING ; Yang LIU ; Yong LI ; Qun ZHAO
Chinese Journal of General Surgery 2022;37(11):817-820
Objective:To evaluate the use of serosa muscular layers circumferential incision combined with mucosal layer cutting and closure by laparoscopic or robotic surgery for gastrointestinal mesenchymal tumors at difficult sites of the stomach.Methods:From Jul 2019 to Apr 2021, 18 gastric mesenchymal tumor patients undergoing serosa muscular layers circumferential incision combined with mucosal layer cutting and closure by laparoscopic or robotic surgery at the Department of Surgery, the Fourth Hospital of Hebei Medical University were retrospectively analyzed.Results:All 18 patients had successful surgery, including 7 cases of robotic surgery, 11 cases of laparoscopic surgery, and there was no conversion to open surgery. Tumors were at the gastric in cardia, 8 cases at the gastric body and lesser curvature in 4 cases, and at the gastric antrum in 6 cases, respectively. Eleven cases were of endogenous and 7 cases were of dumbbell type. The average operation time was (99±29) min, the intraoperative blood loss was (10±5) ml, the first time taking food per mouth was (2.0±1.0) d, and the postoperative hospital stay was (4.9 ± 1.2) d. Pathology showed gastrointestinal stromal tumor in 11 cases, leiomyoma in 5 cases and schwannoma in 2 cases. All were with negative margins. The average tumor diameter was (4.7±1.4) cm. The median follow-up time was 16.5 months, and there was no sign of tumor recurrence or metastasis.Conclusion:The serosa muscular layers circumferential incision combined with mucosal layer cutting and closure technique in laparoscopic or robotic surgery is a safe and feasible procedure for treating gastrointestinal mesenchymal tumor at difficult sites of the stomach.
5.The effect of cancer nodules on survival prognosis of gastric cancer patients
Ping′an DING ; Peigang YANG ; Yuan TIAN ; Yechen LIN ; Fang LI ; Zhidong ZHANG ; Dong WANG ; Honghai GUO ; Yang LIU ; Yong LI ; Qun ZHAO
Chinese Journal of Oncology 2021;43(2):194-201
Objective:To explore the relationship between cancer nodules and clinicopathological characteristics of gastric cancer, and analyze its impact on survival prognosis of gastric cancer patients.Methods:A retrospective analysis of 2 386 patients with gastric cancer who underwent radical surgery from January 1, 2012 to January 1, 2015 in the Third Surgery Department of the Fourth Hospital of Hebei Medical University was performed. The relationship between cancer nodules and clinicopathological characteristics of gastric cancer and its impact on survival prognosis of gastric cancer patients were analyzed.Results:Among the 2 386 patients, there were 459 cases (19.24%) with cancer nodules, and 1 927 cases (80.76%) without cancer nodules. Logistic multivariate analysis showed that pT staging ( P=0.036), pN staging ( P=0.024), pTNM staging ( P=0.032), Borrmann classification ( P=0.008), vascular tumor thrombus ( P=0.001) were independent risk factors for cancer nodules. The complete follow-up date of 2 273 cases (95.26%) of 2 386 patients with gastric cancer were obtained. A total of 1 259 patients relapsed and 1 152 died during the follow-up period. The 5-years overall survival (OS) rate was 49.32%, and the 5-years disease-free survival (DFS) rate was 44.61%. Among them, the 5-years OS rate and DFS rate of those with cancer nodules were 26.76% and 24.94%, while the 5-years OS rate and DFS rate of those without cancer nodules were 54.75% and 49.34%, respectively ( P<0.001). Patients with positive cancer nodules were divided into 3 groups according to the number of cancer nodules: 1 (115 cases), 2 to 3 (202 cases), and more than 4 (124 cases). The 5-years OS rates of 3 groups were 41.74%, 30.69% and 10.48%, respectively ( P<0.001). The 5-years DFS rates were 40.00%, 28.22% and 9.68%, respectively ( P<0.001). Cox multivariate analysis showed that histological type ( P=0.004), pT staging ( P=0.007), pN staging ( P=0.004), pTNM staging ( P=0.002), vascular tumor thrombus ( P=0.034), cancer nodules ( P=0.005) and the number of cancer nodules ( P=0.001) were independent risk factors for the prognosis of gastric cancer patients, and postoperative adjuvant chemotherapy ( P=0.043) was a protective factor for the prognosis of gastric cancer patients. Conclusion:Cancer nodules are closely related to the tumor stage and prognosis of gastric cancer patients. The number of cancerous nodules is an independent risk factor for the prognosis of gastric cancer patients.
6.The clinical value of further accurate staging of pT2 gastric cancer based on the depth of invasion
Ping′an DING ; Peigang YANG ; Yuan TIAN ; Fang LI ; Honghai GUO ; Yang LIU ; Zhidong ZHANG ; Dong WANG ; Yong LI ; Qun ZHAO
Chinese Journal of Oncology 2021;43(11):1197-1202
Objective:To investigate the clinical value of pT2 gastric cancer staging pT2a and pT2b according to the depth of muscularis propria invasion in evaluating the prognosis of gastric cancer.Methods:According to the 8th edition of TNM staging system for gastric cancer proposed by the Union for International Cancer Control (UICC) and the American Joint Committee on Cancer (AJCC), patients with gastric cancer who underwent radical surgery in the Fourth Hospital of Hebei Medical University from January 1, 2008 to January 1, 2015 were selected and divided into pT2a and pT2b stage group according to the depth of tumor invasion. The 5-year overall survival (OS) and disease-free survival (DFS) were compared between the two groups.Results:The median follow-up time of 1 411 patients with postoperative pathological pT2 stage was 68.8 months, and 1 347 patients (95.46%) received complete follow-up data. The 5-year OS rate was 65.85%, and the 5-year DFS rate was 67.83 %. The 5-year OS rate and 5-year DFS rate of 709 pT2a patients were 72.50% and 73.91%, respectively. The 5-year OS rate and 5-year DFS rate of 638 pT2b patients were 58.46% and 61.13%, respectively, significantly different from those of the pT2a group ( P<0.001). Hierarchical analysis was performed according to N staging. The 5-year OS rates of pT2aN0M0 (274 cases), pT2aN1M0 (192 cases), pT2aN2M0 (147 cases), pT2aN3aM0 (59 cases) and pT2aN3bM0 (37 cases) were 83.58 %, 72.40 %, 68.71 %, 54.24 % and 35.12 %, respectively. The 5-year DFS rates were 84.67 %, 77.08 %, 67.35 %, 54.24 % and 35.14 %, respectively. In the pT2b group, the 5-year OS rates of pT2bN0M0 (209 cases), pT2bN1M0 (166 cases), pT2bN2M0 (127 cases), pT2bN3aM0 (78 cases) and pT2bN3bM0 (58 cases) were 76.08%, 62.05%, 56.69%, 37.18% and 17.24%, respectively, and the 5-year DFS rates were 80.86%, 69.28%, 54.33%, 35.90% and 15.52%, respectively. Under the same N stage, the OS rates of patients in the pT2a group were better than those in the pT2b group ( P values were 0.023, 0.034, 0.034, 0.043 and 0.018, respectively). When the N stage was N0 and N1, there was no significant difference in the 5-year DFS rate between the pT2a group and the pT2b group ( P values were 0.199 and 0.090, respectively). When the N stages were N2, N3a and N3b, the difference between the pT2a stage group and the pT2b stage group was statistically significant ( P values were 0.027, 0.022 and 0.025, respectively). Conclusions:In the 8th edition of AJCC/UICC gastric cancer staging system, pT2 stage can be divided into pT2a stage (invasion of superficial muscularis) and pT2b stage (invasion of deep muscularis) according to the infiltration depth of muscularis propria. There are significant differences in prognosis between the two groups. Combined with the number of lymph node metastasis, the prognosis of patients with pT2 gastric cancer can be more accurately evaluated.
7.Analysis of clinico-pathological features and risk factors affecting prognosis in elderly patients with gastric cancer
Ping'an DING ; Peigang YANG ; Yuan TIAN ; Yiyang HU ; Yang LIU ; Honghai GUO ; Zhidong ZHANG ; Dong WANG ; Yong LI ; Qun ZHAO
Chinese Journal of Geriatrics 2021;40(1):96-101
Objective:To explore the clinico-pathological characteristics and risk factors affecting prognosis in elderly patients with gastric cancer.Methods:A retrospective study was used to retrospectively analyze 2386 patients with gastric cancer undergoing radical surgery in Surgery Department of the Fourth Hospital of Hebei Medical University from 1 January 2012 to 1 January 2015.Patients aged 70 years and older were screened so as to analyze clinical characteristics and influencing factors for the prognosis.Results:A total of 2386 patients with gastric cancer were divided into the elderly group aged 70 years and older(342 of 2386 cases, 14.3%). There were statistically significant differences between the two groups in gender, number of concomitant diseases, NRS2002 score, PG-SGA score, tumor location, tumor diameter, histological type, Borrmann classification, tumor invasion depth staging(pT), lymph node metastasis staging(pN), the anatomic extent of tumor staging(TNM, pTNM), and Lauren classifications( P<0.05). The 981 of 2386 cases(41.4%)had postoperative complications, accompanied by 413 cases(17.3%)of surgery-related complications and 568 cases(24.0%)of non-surgery-related complications.A multivariate logistic analysis showed that the number of preoperative co-existing diseases ≥ 2 was an independent influencing factor for postoperative complications in elderly gastric cancer patients( HR=4.478, 95% CI: 1.121-7.918, P=0.006). The 5-year OS and DSS was 21.10% and 62.73% in the ≥70 years gastric cancer group, and was 54.1% and 70.0% in the <70 years gastric cancer group, respectively.The difference in the 5-year OS between the two groups was statistically significant( P<0.05), while the difference in the 5-year DSS between the two groups was not statistically significant( P>0.05). Multivariate analysis by the Cox proportional hazard model showed that the independent risk factors for the prognosis of elderly patients with gastric cancer included the low-undifferentiated histological type of the tumor( P=0.004), the depth of tumor invasion pT stage of pT4a-pT4b( P=0.007), lymph node metastasis( P=0.034), tumor pTNM stage ⅢA-ⅢC( P=0.002)and vascular tumor thrombus( P=0.034). Conclusions:Elderly patients with gastric cancer have many preoperative co-existing diseases, which increases the risk of postoperative non-surgical complications.Therefore, we should focus on the peri-operative management of their comorbid diseases so as to improve the safety and efficacy of surgery.The advanced age is not the independent risk factors for the prognosis.
8.Clinicopathologic parameters and prognostic analysis of progressive disease after neoadjuvant therapy for locally advanced gastric cancer
Yuan TIAN ; Peigang YANG ; Yong LI ; Liqiao FAN ; Zhidong ZHANG ; Dong WANG ; Xuefeng ZHAO ; Bibo TAN ; Qun ZHAO
Chinese Journal of General Surgery 2021;36(4):249-253
Objective:To investigate the clinically relevant factors of progressive disease (PD) after neoadjuvant therapy for locally advanced gastric cancer.Methods:From Jun 2011 to Mar 2016, 569 patients with locally advanced gastric cancer(cT3/4N0/+ M0) admitted to the Fourth Hospital of Hebei Medical University were retrospectively analyzed .Results:All 569 patients completed neoadjuvant therapy, 59 patients (10.4%) had PD. Univariate analysis showed that tumor size (χ 2=10.091, P=0.001), pathological type (χ 2=4.110, P=0.043), Borrmann type (χ 2=91.941, P=0.001), pre-treatment cT stage (χ 2=7.980, P=0.005) were associated with PD after neoadjuvant therapy for gastric cancer. The results of multi-factor regression analysis showed that pathological type, Borrmann type, pre-treatment cT stage were independent factors influencing the occurrence of PD after neoadjuvant therapy for advanced gastric cancer. The overall survival and progression-free suruival time of patients with PD is significantly shorter than that of patients without PD . Conclusion:The pathological type, Borrmann typing and pre-treatment cT stage are the influencing factors for the occurrence of PD after neoadjuvant treatment in advanced gastric cancer, and the prognosis of PD patients is poor.
9.Related risk factors analysis of pancreatic fistula after radical resection of gastric cancer and establishment of risk prediction scoring model
Ping'an DING ; Zhidong ZHANG ; Peigang YANG ; Yuan TIAN ; Shixin ZHAN ; Honghai GUO ; Yang LIU ; Dong WANG ; Yong LI ; Qun ZHAO
Cancer Research and Clinic 2021;33(2):104-108
Objective:To investigate the risk factors of pancreatic fistula after radical resection of gastric cancer, and to establish a risk prediction scoring model for pancreatic fistula.Methods:The clinico-pathological data of 312 patients with gastric cancer admitted to the Fourth Hospital of Hebei Medical University from January 2019 to January 2020 were retrospectively analyzed. Multiple factor logistic regression model was used to analyze the risk factors of pancreatic fistula after radical resection of gastric cancer, and a risk prediction scoring model based on the risk factors was established. Hosmer-Lemeshow test was used to detect the goodness of fit of regression equation, and receiver operating characteristics (ROC) curve was used to evaluate the distinction degree of regression equation.Results:Among 312 patients with gastric cancer, 27 cases (8.65%) had pancreatic fistula after radical resection of gastric cancer. Multiple factor logistic regression analysis showed that male patients ( OR = 5.312, 95% CI 1.532-18.420, P = 0.008), age ≥ 60 years old ( OR = 4.928, 95% CI 1.493-16.250, P = 0.009), preoperative diabetes mellitus ( OR = 3.062, 95% CI 1.091-8.589, P = 0.034), lesion location in the gastric body-gastric antrum ( OR = 3.121, 95% CI 1.052-9.251, P = 0.040), intraoperative omental bursa resection ( OR = 6.209, 95% CI 2.084-18.478, P = 0.001), intraoperative lymph node dissection at D2+ station ( OR = 3.114, 95% CI 1.044-9.281, P = 0.042), intraoperative combined organ resection ( OR = 5.063, 95% CI 1.473-17.400, P = 0.010), preoperative TNM stage Ⅲ ( OR = 4.973, 95% CI 1.189-20.792, P = 0.028) were independent risk factors for pancreatic fistula after radical resection of gastric cancer. A risk prediction equation of pancreatic fistula after radical resection of patients with gastric cancer was established: P = -8.619+1.670X 1+1.595X 2+1.119X 3+1.138X 4+1.826X 5+1.136X 6+1.622X 7+1.604X 8; factor X was set as a binomial assignment (0 or 1); X1-X8 were listed as follows respectively: gender (the male was 1), age (≥60 years old was 1), preoperative diabetes history (yes was 1), lesion location (gastric body-gastric antrum was 1), intraoperative resection of omental bursa or not (yes was 1), intraoperative lymph node dissection at D2+ station or not (yes was 1), intraoperative combined organ resection or not (yes was 1), preoperative TNM stage (stage Ⅲ was 1). The goodness of fit of regression equation was high ( P = 0.395). The area under the curve of ROC by using risk prediction scoring model to judge pancreatic fistula was 0.916 (95% CI 0.872-0.960, P<0.01). The probability of pancreatic fistula in patients with score ≥ 5 was 40.90%, and the probability of pancreatic fistula in patients with score < 5 was 3.35%. Conclusions:The occurrence of pancreatic fistula after radical resection of gastric cancer is closely related to a variety of risk factors. By establishing a risk prediction scoring model for pancreatic fistula after radical resection of gastric cancer, it is helpful to effectively identify patients with high risk of pancreatic fistula after radical surgery during the perioperative period.
10.Classes of childhood adversities and their associations to the mental health of college undergraduates: a nationwide cross-sectional study.
Peigang WANG ; Mohammedhamid Osman KELIFA ; Bin YU ; Yinmei YANG
Environmental Health and Preventive Medicine 2021;26(1):73-73
BACKGROUND:
Childhood adversities pose deleterious consequences on health and well-being, but limited studies explore whether unique patterns of adverse childhood experiences (ACEs) impact the mental health of emerging adults and the mediating role of current stressful events (CSEs). This study examined classes of ACEs and how they relate to CSEs, psychological distress, and subjective well-being among Eritrean College undergraduates.
METHODS:
Cross-sectional data on ACEs, CSEs, symptoms of psychological distress, and subjective well-being were collected from a national sample of college students (N = 507). We identified ACE patterns using latent class analysis and further examined whether CSEs mediated the effects of ACE classes on psychological distress and subjective well-being.
RESULTS:
86.4% of the sample experienced at least one ACE. Collective violence, domestic violence, and physical abuse were the most common ACEs. Three subgroups, low ACEs (66.3%), household violence (19.1%), and multiple ACEs (14.6%) were identified. We found that relative to low ACEs, household violence (β = 0.142, 95% CI 0.046, 0.248) and multiple ACEs (β = 0.501, 95% CI 0.357, 0.666) indirectly influenced psychological distress through CSEs, and CSEs mediated the relationships between household violence (β = -0.096, 95% CI -0.176, -0.033), multiple ACEs (β = -0.338, 95% CI -0.498, -0.210), and subjective well-being. However, there were nonsignificant relative direct effects of ACE patterns on both psychological distress and subjective well-being.
CONCLUSIONS
Experiencing multiple ACEs and household violence in conjunction with CSEs significantly predict psychological distress and subjective well-being. Contextual interventions for the early identification of ACEs and the management of CSEs may play a crucial role in the prevention of mental health problems.
Adolescent
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Adult
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Adverse Childhood Experiences/statistics & numerical data*
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Cross-Sectional Studies
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Female
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Health Status
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Humans
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Latent Class Analysis
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Male
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Mental Health/statistics & numerical data*
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Models, Psychological
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Prevalence
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Stress, Psychological/psychology*
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Students/statistics & numerical data*
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Universities
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Young Adult

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