1.Predictive model for severe adverse reaction associated with bevacizumab based on the global trigger tool and machine learning
Yongfei FU ; Xin LONG ; Hongzhen XU ; Jian TANG ; Xiangqing LI ; Yucheng LONG ; Dong QIN
China Pharmacy 2026;37(4):497-503
OBJECTIVE To confirm trigger items for adverse drug reaction (ADR) induced by bevacizumab, to identify and analyze the occurrence of related ADR, and to establish a predictive model for severe adverse reaction (SAR) caused by this drug. METHODS Based on the global trigger tool (GTT) theory, and referencing the GTT White Paper, drug package inserts and relevant literature, trigger items for bevacizumab-related ADR were confirmed using a single-round Delphi method. Utilizing these established items, electronic medical records of relevant patients at Guilin People’s Hospital from January 2020 to September 2024 were actively screened via the China Hospital Pharmacovigilance System. Pharmacists then identified and tallied the occurrence of bevacizumab-induced ADR. Data from patients with any positive trigger item served as the study subjects (divided into training and test sets at a ratio of 7∶3), candidate feature variables were selected from 39 related variables using the Boruta algorithm, and the multivariable Logistic regression analysis was performed with the occurrence of SAR as the dependent variable. Based on these candidate features, Logistic Regression, Extreme Gradient Boosting, Light Gradient Boosting Machine, Random Forest, and Categorical Boosting models were constructed. Model performance was evaluated using metrics including the area under the curve (AUC) of receiver operating characteristic curve and recall rate. The Shapley Additive exPlanations (SHAP) method was applied to analyze and interpret the contribution of each variable. A nomogram was constructed based on the optimal model. RESULTS A total of 38 trigger items for active monitoring of bevacizumab-related ADR were determined, comprising 17 laboratory indicators, 13 clinical manifestations, and 8 intervention measures. In total, 483 patients with positive trigger items were included, and 318 patients with bevacizumab-induced ADR were identified, including 83 SARs. The positive predictive values for the trigger items and cases were 43.57% (708/1 625) and 63.84% (318/483), respectively. Bevacizumab-induced ADR involved 7 systems/organs, with the hematological system being the most frequently involved (64.15%). The Boruta algorithm selected 7 vari ables: serum potassium, hematocrit, albumin-to-globulin ratio, prealbumin, hypertension history, age and red blood cell count. Multivariable Logistic regression showed that elevated serum potassium levels were associated with a decreased risk of bevacizumab-induced SAR (OR=0.234, P =0.002), while a history of hypertension (OR=2.642, P =0.006) and increased age (OR=1.040, P =0.025) were associated with an increased risk. The Logistic Regression model demonstrated superior performance with higher AUC, F1 score and recall rate (0.761, 0.447, 0.607), compared to other models. SHAP evaluation results indicated that variables such as serum potassium, hematocrit, and age ranked highest in importance. CONCLUSIONS Totally 38 trigger entries have been successfully identified for active screening of bevacizumab-related ADR. Elevated serum potassium levels are a protective factor against bevacizumab-induced SAR, whereas the hypertension history and increased age are risk factors. The Logistic Regression model is the optimal predictive model.
2.Exploration on the Diagnosis and Treatment of Esophageal Carcinoma from the Perspective of "Failure of Spleen and Kidney Warming,Internal Accumulation of Phlegm-Toxin" Based on Lipid Metabolism Disorder-Mediated Tumor Microenvironmental Imbalance
Shangfeng YUE ; Jiafan CHEN-YUAN ; Xuyang LIU ; Yaxing LI ; Hongzhen YIN ; Shaobo HU ; Ying SU ; Jie LI
Journal of Traditional Chinese Medicine 2026;67(15):1613-1617
Based on the modern understanding that lipid metabolism disorders mediate tumor microenvironmental imbalance in esophageal carcinoma, this paper proposes that failure of spleen and kidney warming and internal accumulation of phlegm-toxin constitute the core pathogenesis of esophageal carcinoma. Deficiency of spleen and kidney yang qi serves as the root cause, while impaired transformation and transportation of lipids and the accumulation of phlegm-toxin represent the superficial manifestations. Phlegm originates from the transformation of lipids, while toxin arises from and attaches to phlegm. Their interaction forms a sticky and persistent pathological state that runs throughout the entire disease process. The evolution of pathogenesis follows a dynamic and progressive pattern. In the early stage, failure of spleen and kidney warming and dysfunction of lipid metabolism mediate abnormalities in a lipid-enriched microenvironment; in the middle stage, lipid turbidity condenses into phlegm, and phlegm-toxin stasis promotes the formation of an inflammatory and hypercoagulable microenvironment; in the late stage, dysfunction of the sanjiao (三焦) warming function and impaired qi transformation lead to an imbalance in the hypoxic and metabolically dysfunctional microenvironment. Accordingly, a staged therapeutic approach is proposed, including warming the kidney and strengthening the spleen, transforming phlegm and resolving toxin, and warming and unblocking the sanjiao. By regulating lipid metabolism to restore tumor microenvironmental homeostasis, this approach provides a new theore-tical perspective and practical strategy for the intervention of esophageal cancer progression through traditional Chinese medicine.
3.Exploration on the Diagnosis and Treatment of Esophageal Carcinoma from the Perspective of "Failure of Spleen and Kidney Warming,Internal Accumulation of Phlegm-Toxin" Based on Lipid Metabolism Disorder-Mediated Tumor Microenvironmental Imbalance
Shangfeng YUE ; Jiafan CHEN-YUAN ; Xuyang LIU ; Yaxing LI ; Hongzhen YIN ; Shaobo HU ; Ying SU ; Jie LI
Journal of Traditional Chinese Medicine 2026;67(15):1613-1617
Based on the modern understanding that lipid metabolism disorders mediate tumor microenvironmental imbalance in esophageal carcinoma, this paper proposes that failure of spleen and kidney warming and internal accumulation of phlegm-toxin constitute the core pathogenesis of esophageal carcinoma. Deficiency of spleen and kidney yang qi serves as the root cause, while impaired transformation and transportation of lipids and the accumulation of phlegm-toxin represent the superficial manifestations. Phlegm originates from the transformation of lipids, while toxin arises from and attaches to phlegm. Their interaction forms a sticky and persistent pathological state that runs throughout the entire disease process. The evolution of pathogenesis follows a dynamic and progressive pattern. In the early stage, failure of spleen and kidney warming and dysfunction of lipid metabolism mediate abnormalities in a lipid-enriched microenvironment; in the middle stage, lipid turbidity condenses into phlegm, and phlegm-toxin stasis promotes the formation of an inflammatory and hypercoagulable microenvironment; in the late stage, dysfunction of the sanjiao (三焦) warming function and impaired qi transformation lead to an imbalance in the hypoxic and metabolically dysfunctional microenvironment. Accordingly, a staged therapeutic approach is proposed, including warming the kidney and strengthening the spleen, transforming phlegm and resolving toxin, and warming and unblocking the sanjiao. By regulating lipid metabolism to restore tumor microenvironmental homeostasis, this approach provides a new theore-tical perspective and practical strategy for the intervention of esophageal cancer progression through traditional Chinese medicine.
4.Exploration on the mechanism of lung cancer treatment from the perspective of phlegm pathogen theory based on inflammatory-metabolic-immune microenvironment
Yuanjiafan CHEN ; Yaxing LI ; Shaobo HU ; Hongzhen YIN ; Chongyang QU ; Shuzhen DUAN ; Yinghua LI ; Jie LI
International Journal of Traditional Chinese Medicine 2025;47(10):1341-1346
The tumor microenvironment (TME) is the cellular milieu in which tumor cells thrive, comprising interacting cells and associated factors that form a complex network of interactions, directly or indirectly influencing the initiation, progression, and metastasis of lung cancer. Through TCM pattern identification, it has been observed thatphlegm-pathogen is closely associated with disorder in the inflammatory-metabolic-immune microenvironments of lung cancer. This involves three key pathological mechanisms: "phlegm-stasis complicated by toxin, qi deficiency with exuberant phlegm, and phlegm-pathogen impairing healthy qi". Molecular mechanism studies have revealed that phlegm-resolving agents can extensively modulate multiple targets or pathways, thereby remodeling the inflammatory-metabolic-immune microenvironments of lung cancer. Consequently, a comprehensive therapeutic strategy integrating "resolving phlegm, dispelling stasis, and detoxifying; supplementing qi, warming yang, and resolving phlegm; and reinforcing healthy qi, tonifying the lung, and eliminating phlegm" is essential to reshape the lung cancer TME and enhance antitumor efficacy.
5.Treatment of Opioid-induced Constipation Based on the Theory of"Removing the Excess with Lightness"
Yaxing LI ; Yuanjiafan CHEN ; Min LIU ; Hongzhen YIN ; Jie LI
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(3):170-173
Opioid-induced constipation(OIC)is a typical complication in the treatment of cancer pain.Based on the origin of"removing the excess with lightness"and the principle of"removing the excess with lightness",this article proposed that qi blockade and heat toxicity are the core pathogenesis of OIC.It explored the effectiveness of the"removing the excess with lightness"method in treating OIC,seeking the unique characteristics of TCM inherent in the theory,aiming to offer new insights and approaches for the clinical treatment of this disease.
6.Cost analysis of hospital-acquired infections in neurosurgery department patients undergoing brain tumor resection
Peng XU ; Xianming QIU ; Yi XU ; Xuan GUO ; Jingyi LYU ; Weiguang LI ; Lili WANG ; Hongzhen LU
Chinese Journal of Nosocomiology 2025;35(22):3463-3467
OBJECTIVE To investigate the incidence of hospital-associated infections among the neurosurgery de-partment patients undergoing brain tumor resection and analyze the economic cost so as to provide scientific bases for formulating prevention strategies.METHODS Totally 1027 patients who underwent brain tumor resection in neurosurgery department of the First Affiliated Hospital of Shandong First Medical University from Jan.1,2020 to Dec.31,2024 were recruited as the research subjects.The 36 patients who had postoperative hos-pital-associated infections were assigned as the infection group,and 991 patients who did not have hospital-associ-ated infection were assigned as the no infection group.The patients of the infection group and the non-infection group were matched in a 1∶1 ratio by using propensity score matching method(caliper value 0.005).The length of hospital stay and costs of medical items were compared between the infection group and the non-infection group,and the economic burden due to the hospital-associated infections was estimated.RESULTS The incidence of hospital-associated infections was 3.51%among the patients undergoing brain tumor resection,and totally 36 pairs were matched successfully with the propensity score.The hospitalization cost of the infection group was 109,103.81(73,370.21,163,628.37)yuan after the matching,which was increased by 50,087.69 yuan as com-pared with the non-infection group(Z=-5.237,P<0.001);the length of hospital stay was 23.00(17.25,36.00)days,which was prolonged by 8.50 days(Z=-3.764,P<0.001).Among the costs of medical items,the medial costs of western medicine,treatment materials and clinical laboratory tests increased most.CONCLUSIONS The control of the costs of western medicine,treatment materials and clinical laboratory tests is the key to reduce the costs of brain tumor resection patients with hospital-associated infections.It is necessary to carry out the real-time monitoring of the hospital-associated infections and early warning of suspected cases and reduce the incidence of hospital-associated infections so as to reduce the economic costs.
7.Malignancy risk assessment and cause analysis of the Bethesda class Ⅰ/Ⅲ cytolo-gy diagnosis due to insufficient cell volume in thyroid solid nodule
Hongzhen YU ; Ming LI ; Xiang XIE ; Xiaofeng LAN ; Tianyu XU ; Shan HUANG ; Xian WANG ; Zhenzhong FENG
Chinese Journal of Clinical and Experimental Pathology 2025;41(1):44-50
Purpose To investigate the incidence and risk of malignancy(ROM)of the Bethesda class Ⅰ/Ⅲ di-agnosis of thyroid nodules due to insufficient number of follicular cells,and to analyze the correlation between their in-sufficient cell volume and the characteristics of the nodules themselves from the perspective of ultrasound and histology.Methods Clinical data were collected from fine needle aspiration cytology(FNAC)of the thyroid gland.Review and statistical analysis was performed on cases with the Bethesda class Ⅰ/Ⅲ diagnosis due to insufficient cell volume.The incidence and the ROM of Bethesda class Ⅰ/Ⅲ diagnosis were calculated.BRAF V600E(+)or postoperative patho-logical indicating papillary thyroid carcinoma(PTC)was used as the criterion for malignancy.Then,we matched the Bethesda class Ⅱ/Ⅵ cases with sufficient cell volume as the control group.The ultrasound characteristics and histo-logical images of the two groups were compared and analyzed in order to reveal the correlation between the insufficient amount of penetrating cells and the objective characteristics of the nodule itself.Results There were 39 solid thyroid nodules with the Bethesda class Ⅰ diagnosis,with an incidence of 3.3%and a ROM of 38.5%,and 160 nodules with the Bethesda class Ⅲ diagnosis,with an incidence of 13.5%and a ROM of 59.4%.The incidence and ROM of nod-ules with C-TIRADS ≥4b(22.4%,67.6%)were higher than those of C-TIRADS ≤4a(12.7%,39.8%),and the differences were statistically significant(P<0.001).Compared to the Bethesda class Ⅱ/Ⅵ nodules with sufficient cell volume,occurrence of the Bethesda class Ⅰ/Ⅲ nodules were significantly correlated with small nodules(maximal diameter<5 mm),vertical growth(aspect ratio ≥ 1)and poor blood supply(no or little blood flow signals)(r=0.131,-0.230,0.237,P=0.008,<0.001,<0.001).They were also significantly correlated with the pathologic histologic structure of diffuse significant fibrosis of the interstitium and low parenchyma/interstitium composition ratio(about 1:1)(r=-0.269,-0.396,P=0.019,<0.001).Conclusion Thyroid Bethesda class Ⅰ/Ⅲ nodules have a high ROM,and BRAF V600E detection is recommended as a tool of tiered management.Bethesda class Ⅰ/Ⅲ diagnosis of insufficient cell volume is more likely when the nodules are too small,grow vertically and lack blood sup-ply,presumably associated with extensive interstitial fibrosis and sparse parenchymal cells.
8.Efficacy and safety analysis of reduced-field postoperative radiotherapy of upper tract urothelial carcinoma
Xiaoying LI ; Xianshu GAO ; Hongzhen LI ; Shangbin QIN ; Xin QI ; Mingwei MA ; Yun BAI ; Tian CHENG ; Zheng ZHANG ; Qi TANG ; Zihao TAO ; Chunru XU ; Xuesong LI
Chinese Journal of Radiation Oncology 2025;34(12):1215-1222
Objective:To compare the efficacy and safety of extended-field versus reduced-field radiotherapy in upper tract urothelial carcinoma (UTUC) patients after radical operation.Methods:A retrospective analysis was conducted on the data of 210 UTUC patients who underwent full-length nephrectomy and received postoperative adjuvant radiotherapy in Peking University First Hospital from January 2013 to November 2023, and follow-up continued until June 2024. According to the target area of postoperative radiotherapy, patients were divided into the extended-field radiotherapy group (127 cases) and the reduced-field radiotherapy group (83 cases). The overall survival (OS), distant metastasis free survival (DMFS), local recurrence free survival (LRFS) and adverse reactions were compared. In the same period, 114 patients with recurrent abdominal and pelvic lymph nodes who did not receive adjuvant therapy after surgery for UTUC in our center were prospectively collected, and the coverage of the reduced-field target area was analyzed. Chi square test was used to compare the clinical characteristics, Kaplan-Meier method was used to analyze survival outcomes, log-rank test was used to compare the survival rate, and Cox multivariate regression analysis was performed on the influencing factors of survival.Results:The median follow-up was 24.5 (range: 3-74) months. There were no significant differences between the extended-field and reduced-field radiotherapy groups in terms of 2-year LRFS (93.3% vs. 98.1%, P=0.156), 2-year DMFS (84.8% vs. 91.2%, P=0.176), and 2-year OS (90.4% vs. 90.7%, P=0.707). The most common toxicities of adjuvant radiotherapy were nausea and leukopenia, with significantly higher grade 1-2 incidence in the extended-field group compared to the reduced-field group ( P<0.05). According to the analysis of patients with retroperitoneal lymph node recurrence after surgery, the reduced-field target designed according to the location of the primary tumor can cover more than 90% of the postoperative metastatic lymph node area Multivariate analysis revealed that variant histology ( HR=2.180,95% CI: 1.021-4.658, P=0.044) was an independent predictor of worse DMFS, while variant histology ( HR=3.825,95% CI: 1.514-9.662, P=0.005) and T 3-4 stage ( HR=4.452,95% CI: 1.025-19.339, P=0.046) were independent predictors of poorer OS. Conclusions:Compared with extended-field radiotherapy, reduced-field radiotherapy designed based on primary tumor location significantly reduced treatment-related toxicities without compromising postoperative therapeutic efficacy, and the reduced-field can cover more than 90% of local recurrent lesions.
9.Correlation between transabdominal bowel ultrasonography parameters and disease activity of ulcerative colitis
Hongzhen CHEN ; Cuijing LIU ; Dong WANG ; Jinbo GUO ; Jia SONG ; Fenghua LI ; Fengrong YIN ; Xiaodong SHI ; Chenyang LI ; Xiaolan ZHANG
Chinese Journal of Digestion 2025;45(5):324-330
Objective:To investigate the correlation between transabdominal bowel ultrasongraphy (TBUS) parameters and disease activity of ulcerative colitis (UC).Methods:The results of TBUS, endoscopy and laboratory tests of 68 UC patients (108 examinations) who visited the Department of Gastroenterology of the Second Hospital (Eastern Campus) of Hebei Medical University From January 2022 to February 2024 were retrospectively analyzed. According to Mayo endoscopic score (MES), there were 10 cases of remission (MES=0) and 98 cases of active phase (MES>0); patients in active phase further classified into 16 cases of mild (MES=1), 19 cases of moderate (MES=2), and 63 cases of severe (MES=3). The TAUS parameters were compared between patients in remission and active phases. Spearman rank correlation analysis was used to analyze the correlation between the TBUS parameters including bowel wall thickness (BWT), Limberg score, wall layer stratification, fat wrapping and endoscopic activity score, laboratory inflammatory indicators. Receiver operating characteristic curve (ROC) analysis was applied to evaluate the predictive efficacy of the TBUS parameters and laboratory inflammatory indicators in identifying remission under endoscopy. Independent sample t-test and Fisher′s exact probability method were used to compare the two groups. Results:The BWT of patients in remission was significantly thinner than that of patients in active phase ((2.99±0.41) mm vs. (5.66±1.57) mm, t=-5.34, P<0.001). The proportions of patients in remisson with Limberg score ≤2, normal wall layer stratification, and absence of fat wrapping were significantly higher than those of patients in active phase (10/10 vs. 34/98, 10/10 vs. 48/98, 10/10 vs. 41/98, Fisher′s exact test, P<0.001, =0.002, =0.001). BWT, Limberg score, wall layer stratification, and fat wrapping were positively correlated with MES ( r=0.676, 0.677, 0.441, and 0.493, all P<0.001). BWT and Limberg score were moderate positively correlated with C-hypersensitive reactive protein, erythrocyte sedimentation rate and fecal calprotectin (BWT: r=0.561, 0.420 and 0.458, all P<0.001; Limberg score: r=0.576, 0.469 and 0.403, all P<0.001), and were negatively correlated with serum albumin and hemoglobin (BWT: r=-0.604 and -0.453, both P<0.001; Limberg score: r=-0.573 and -0.532, both P<0.001). The results of ROC analysis showed that BWT achieved the best predictive efficacy in identifying endoscopic remission, and the best cut-off value was 3.45 mm (area under the curve was 0.972, 95% confidence interval: 0.944 to 1.000, P<0.001), with a sensitivity of 93.9% and specificity of 100.0%. Conclusions:TBUS parameters can accurately reflect disease activity in UC. It is a powerful tool for UC monitoring. The BWT<3.45 mm is the best cut-off value in prediction of endoscopic remission.
10.Treatment of Tumor Cachexia Based on the Pathogenesis of"Spleen and Kidney Exhaustion and Internal Accumulation of Turbid Toxins"
Chongyang QU ; Yinghua LI ; Shuzhen DUAN ; Rong MA ; Chunfang TIAN ; Min LIU ; Yuanyuan GUO ; Hongzhen YIN ; Shaobo HU ; Jie LI
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(12):160-164
Cancer cachexia is a complex syndrome caused by multiple factors,which seriously affects the quality of life and prognosis of patients.Its overall pathogenesis is related to the deficiency of spleen qi,insufficiency of kidney essence,internal generation of turbid toxins,and the obstruction of the production of qi,blood and essential qi,which cannot nourish the muscles and bones.Under the guidance of the dynamic diagnosis and treatment system of"spleen and kidney exhaustion as the root cause and internal accumulation of turbid toxins as the manifestation",the overall regulation is carried out from four dimensions:opening and closing the spleen and stomach,nourishing the kidney and promoting transportation,transforming turbid toxins and detoxification,and tonifying qi and nourishing yin.It has shown unique value in the intervention of cancer cachexia and can provide ideas and references for the clinical practice of TCM in treating cancer cachexia.

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