1.Risk Identification Model of Coronary Artery Stenosis Constructed Based on Random Forest
Yongfeng LV ; Yujing WANG ; Leyi ZHANG ; Yixin LI ; Na YUAN ; Jing TIAN
Journal of Sun Yat-sen University(Medical Sciences) 2025;46(1):138-146
ObjectiveTo establish a risk recognition model for coronary artery stenosis by using a machine learning method and to identify the key causative factors. MethodsPatients aged ≥18 years,diagnosed with coronary heart disease through coronary angiography from January 2013 to May 2020 in two prominent hospitals in Shanxi Province, were continuously enrolled. Logistic regression,back propagation neural network (BPNN), and random forest(RF)algorithms were used to construct models for detecting the causative factors of coronary artery stenosis. Sensitivity (TPR), specificity (TNR), accuracy (ACC), positive predictive value (PV+), negative predictive value (PV-), area under subject operating characteristic curve (AUC), and calibration curve were used to compare the discrimination and calibration performance of the models. The best model was then employed to predict the main risk variables associated with coronary stenosis. ResultsThe RF model exhibited superior comprehensive performance compared to logistic regression and BPNN models. The TPR values for logistic regression,BPNN,and RF models were 75.76%, 74.30%, and 93.70%, while ACC values were 74.05%, 72.30%, and 79.49%, respectively. The AUC values were:logistic regression 0.739 9; BPNN 0.723 1; RF 0.752 2. Manifestations such as chest pains,abnormal ST segments on ECG,ventricular premature beats with hypertension, atrial fibrillation, regional wall motion abnormalities(RWMA) by color echocardiography, aortic regurgitation(AR), pulmonary insufficiency (PI), family history of cardiovascular diseases,and body mass index(BMI)were identified as top ten important variables affecting coronary stenosis according to the RF model. ConclusionsRandom forest model shows the best comprehensive performance in identification and accurate assessment of coronary artery stenosis. The prediction of risk factors affecting coronary artery stenosis can provide a scientific basis for clinical intervention and help to formulate further diagnosis and treatment strategies so as to delay the disease progression.
2.Effect of pneumoperitoneum on renal function after robotic-assisted laparoscopic kidney transplantation
Shuncheng TAN ; Jianchun CUI ; Xun SUN ; Yongfeng LI ; Yonglin SONG ; Shuxin LI ; Yinrui MA ; Xingyong MA ; Yafei ZHANG
Organ Transplantation 2025;16(2):295-301
Objective To investigate the effect of pneumoperitoneum pressure during robotic-assisted kidney transplantation (RAKT) on the function of the transplant kidney. Methods The data of 243 kidney transplant recipients were retrospectively analyzed and divided into open kidney transplantation (OKT) group (n=105) and RAKT group (n=138). The RAKT group was further divided into 13 mmHg group (n=67) and 7 mmHg group (n=71) based on pneumoperitoneum pressure. The donor information, recipient's preoperative general data, intraoperative data, and postoperative recovery of the three groups were compared. In the RAKT group, the renal artery, segmental artery, interlobar artery, and venous flow velocity of the transplant kidney were measured using laparoscopic ultrasound. Results There was a statistically significant difference in donor types among the groups (P<0.05), while other donor information and recipient's preoperative general data showed no statistically significant differences (all P>0.05). There were no statistically significant differences in serum creatinine and complications at 30 days and 1 year postoperatively among the groups (all P>0.05). The OKT group and 7 mmHg group had more intraoperative urine output than the 13 mmHg group. Both RAKT groups had less intraoperative blood loss and shorter hospital stays than the OKT group, and longer operation times than the OKT group (all P<0.05). There were no statistically significant differences in operation time, intraoperative blood loss, and hospital stay between the two RAKT groups (all P>0.05). The vascular flow velocity of the transplant kidney decreased at 13 mmHg compared to 7 mmHg pneumoperitoneum pressure, but the differences were not statistically significant (all P>0.05). Conclusions Controllable pneumoperitoneum pressure has a limited impact on the vascular flow velocity of the transplanted kidney. RAKT is a safe and effective surgical method under appropriate pneumoperitoneum pressure, and choosing a lower pneumoperitoneum pressure is more conducive to the early recovery of renal function postoperatively.
3.Effect of finite element simulation of bilateral lumbar spinal canal decompression under single-channel splintered endoscope on lumbar biomechanics
Jinghe ZHANG ; Yongfeng DOU ; Shidong XU ; Jianqiang XING ; Dong LIU ; Lin TIAN ; Guohua DAI
Chinese Journal of Tissue Engineering Research 2024;28(12):1849-1854
BACKGROUND:As a leading technique in the treatment of primary stenosis by posterior spinal endoscopy through unilateral approach and bilateral decompression using single channel endoscopy,the long-term efficacy needs to be further observed.There are few reports on the scope of intraoperative resection and few relevant studies on biomechanics and finite element analysis. OBJECTIVE:A three-dimensional finite element model was established to evaluate the effects of bilateral lumbar canal decompression under a one-hole split endoscope on lumbar range of motion and intradiscal pressure,to provide suggestions for clinical operation and theoretical basis for further clinical research. METHODS:A complete L3-L5 vertebral body model was reconstructed by CT images of nine healthy volunteers,which was used as the preoperative model M1.The simulated surgical resection range of L4-L5 was performed,and 1/4,1/3 and 1/2 of bilateral facet joints were removed respectively to obtain models M2,M3 and M4.The range of motion and the maximum Von Mises stress of the four models were compared in the six directions of forward bending,backward extension,left and right bending,and left and right rotation. RESULTS AND CONCLUSION:(1)The L3-L5 finite element model established in this study was effective,and the range of motion was within the range of previous solid studies under six motion states.(2)Compared with the M1 model,the L4-L5 lumbar spine range of motion increased with the increase of resection range in M2 with M3 and M4 models under forward bending,left and right bending and left and right rotation loading,and the difference was significant(P<0.05).Under posterior extension loading,there was no significant difference in lumbar range of motion between M1 and M2(P>0.05),but there was a significant difference of M1,M3 and M4(P<0.05).(3)The range of motion of the L3-L4 lumbar spine had no significant change with the increase of bilateral facet arthrotomy(P>0.05).(4)There was a significant difference in the maximum value of L4-L5 Von Mises between M1 and M2(P<0.05),and there was a significant difference in the maximum value of L4-L5 Von Mises between M1 and M3,M4(P<0.01),and the maximum value of L4-L5 lumbar von Mises increased with the increasing range of bilateral facet joint resection.Resection of more than 1/3 was particularly obvious.(5)The maximum value of Von Mises in the L3-L4 lumbar spine was increased with the increase of the resection range under forward bending,left and right bending and left and right rotation loading and the difference was significant(P<0.05).(6)The results exhibited that the L4-L5 lumbar motion and intervertebral disc pressure increased with the increase of the excision range.Intervertebral disc pressure at L3-L4 increased with the increased extent of excision,but the lumbar range of motion was not significantly affected.In conclusion,the stability of the operative segment may be affected by the increase in the scope of facet joint resection.Although the immediate stability of adjacent segments is not affected,it may accelerate disc degeneration.
4.Investigation on iodine nutrition and thyroid function of pregnant women in Hubei Province in 2020
Zhen WANG ; Biyun ZHANG ; Yongfeng HU ; Conggang ZHOU ; Jin YANG ; Yi LI ; Huailan GUO ; Yong ZHANG ; Jinlin LEI
Chinese Journal of Endemiology 2024;43(2):123-127
Objective:To investigate the iodine nutrition level and thyroid function status of pregnant women in Hubei Province.Methods:According to the requirements of "the National Iodine Deficiency Disorders Monitoring Program (2016 Edition)", in 2020, using a cross-sectional survey method, two mountainous counties and two plain areas in Hubei Province were divided into five districts: east, west, south, north, and central. One township (street) was selected from each district, and 20 pregnant women were selected from each township (street) as survey subjects. Urine iodine content and thyroid function indicators [serum free triiodothyronine (FT 3), free thyroxine (FT 4), thyroid-stimulating hormone (TSH), thyroid peroxidase antibody (TPOAb), thyroglobulin antibody (TgAb)] were tested. Abnormal thyroid function rate and antibody positive rate were analyzed, and correlation analysis of thyroid function indicators was conducted (Spearman method). Results:A total of 321 pregnant women were included, including 43, 114, and 164 in early, middle, and late pregnancy, respectively; The median urinary iodine was 164.80 μg/L. The median serum FT 3, FT 4, TSH, TPOAb, TgAb levels were 4.10, 12.83 pmol/L, 1.85 mU/L, 15.84 and 13.35 U/ml, respectively. There were statistically significant differences in FT 3, FT 4, and TSH levels among different trimesters ( P < 0.05). According to Spearman's correlation analysis, FT 3 in early stage of pregnancy was negatively correlated with TSH and TPOAb levels ( r = - 0.46, - 0.33, P < 0.05), while TSH was positively correlated with TPOAb level ( r = 0.33, P = 0.032); there was a positive correlation between FT 4 and TgAb levels in middle stage of pregnancy ( r = 0.21, P = 0.032); there was a negative correlation between FT 3 and TPOAb levels in late stage of pregnancy ( r = - 0.19, P = 0.017); FT 3 and FT 4, TPOAb and TgAb levels were positively correlated throughout pregnancy ( P < 0.05). There was no correlation between urinary iodine content and thyroid function indicators ( P > 0.05). The total abnormal rate of thyroid function was 7.79% (25/321), with 16.28% (7/43), 5.26% (6/114), and 7.32% (12/164) in early, middle, and late pregnancy, respectively. There was no statistically significant difference in the abnormal rate of thyroid function among different pregnancy periods (χ 2 = 4.83, P = 0.097). The detection rates of hypothyroxinemia, hypothyroidism, subclinical hypothyroidism, hyperthyroidism, and subclinical hyperthyroidism were 4.36% (14/321), 0.31% (1/321), 2.49% (8/321), 0.31% (1/321), and 0.31% (1/321), respectively. The positive detection rate of autospecific antibodies was 10.28% (33/321), with a TPOAb positive detection rate of 9.97% (32/321) and a TgAb positive detection rate of 5.30% (17/321). Conclusions:The iodine nutrition level of pregnant women in Hubei Province is at a suitable level, and the rates of abnormal thyroid function and thyroid autospecific antibody positive are relatively low. It is necessary to continuously monitor the iodine nutrition and thyroid function indexes of pregnant women, strengthen health education on the hazards of iodine deficiency during pregnancy, and minimize the harm to maternal and infant health caused by iodine deficiency.
5.Precipitating and aggravating factors in patients with fibromyalgia syndrome: a cross-sectional study
Yang LI ; Yuan JIA ; Yuya XIAO ; Hui WANG ; Yayun ZHAO ; Yongfeng ZHANG ; Juan JIAO
Chinese Journal of Rheumatology 2024;28(3):189-194
Objective:To investigate the precipitating and aggravating factors in patients with fibromyalgia (FMS) compared to patients with rheumatoid arthritis (RA).Methods:This study was conducted from January 2015 to November 2021, using a cross-sectional survey research method, based on references to develop a patient-reported "onset and exacerbation triggers questionnaire", and surveyed patients with FMS and RA at the same time, and counted the types and proportions of onset and exacerbation triggers in the two groups of patients and used the chi-square test to make comparisons between the groups.Results:A total of 415 patients with FMS and 200 patients with RA participated the survey. 146 patients with FMS (35.2%) and 38 patients with RA (19.0%) reported morbidity triggers. Experiencing physical injury (71, 17.1%), wind-cold/cold-dampness (30 patients, 7.2%), mental stress (26, 6.2%), and exercise fatigue (10 patients, 2.4%) were the common morbidity triggers for FMS. More FMS patients reported to have experienced physical injuries and mental stress before the onset of the disease compared to RA patients [8.2%(17/200), χ2=5.41, P=0.020; 1.5%(3/200), χ2=6.82, P=0.009]. Exacerbation triggers were reported by 319 patients with FMS (76.9%) and 137 patients with RA (68.5%), in the order of weather changes (219 patients, 52.7%), physical labor (192 patients, 46.2%), mood swings (147 patients, 35.4%), sleep deprivation (145 patients, 34.9%), and mental stress (130 patients, 31.3%). The proportion of FMS patients with symptom exacerbation due to physical labor [46.2%(192/415)], mood swings[35.4%(147/415)], sleep deprivation[34.9%(145/415)], mental stress[31.3%(130/415)], and infection [9.3%(39/415)] was significantly higher than that of RA patients [35.0%(70/200), χ2=7.00, P=0.008; 19.5%(39/200), χ2=16.22, P<0.001; 13.5%(27/200), χ2=30.79, P<0.001; 17.5%(35/200), χ2=13.14, P<0.001; 3.0%(6/200), χ2=8.15, P=0.004). Conclusion:More than a third of FMS patients reported precipitating factors, and nearly four fifths FMS patients reported at least one aggravating trigger. FMS patients are likely to be more sensitive to environmental changes and perceived stress than RA patients.
6.Effects of targeted inhibition of deubiquitinase USP7/USP47 on proliferation and apoptosis of acute myeloid leukemia cells with or without Flt3-ITD mutation
Qianyu ZHANG ; Yu′ang GAO ; Xin LI ; Yongfeng SU ; Bo CAI ; An WANG ; Jie ZHOU ; Hongmei NING
Chinese Journal of Microbiology and Immunology 2024;44(3):217-224
Objective:To investigate the effects of ubiquitin-specific protease (USP) 7/47 inhibitor (Cat. No. 1247825-37-1) on the proliferation and apoptosis of acute myeloid leukemia (AML) cells with or without internal tandem duplications of the Flt3 gene (Flt3-ITD). Methods:ATP assay was used to detect the effects of 1247825-37-1 on the cell viability of two AML cell lines (MOLM13 and MV4-11) harboring Flt3-ITD mutation and one AML cell line (THP-1) without Flt3-ITD mutation as well as the primary Flt3-ITD-mutant and non-mutant AML cells from patient samples. Flow cytometry was used to detect the apoptosis of AML cell lines treated by different concentrations of 1247825-37-1.Results:Compared with the control group, 1247825-37-1 was able to significantly inhibit the proliferation of MOLM13, MV4-11 and THP-1 cells ( P<0.000 1). Besides, the cell viability of primary AML cells was also inhibited by 1247825-37-1, and a stronger inhibitory effect on non-mutant AML cells was observed. The USP7/USP47 inhibitor 1247825-37-1 could inhibit the proliferation of AML cells in a dose-dependent manner and a low dose (2 or 4 μmol/L) of 1247825-37-1 would be effective. Moreover, 1247825-37-1 was also able to efficiently induce the apoptosis of above AML cell lines in a dose-dependent manner. Conclusions:The USP7/USP47 inhibitor 1247825-37-1 significantly inhibits the proliferation of AML cells with or without Flt3-ITD mutation.
7.Expert Consensus on Clinical Diseases Responding Specifically to Traditional Chinese Medicine:Fibromyalgia Syndrome
Juan JIAO ; Jinyang TANG ; Xiujuan HOU ; Mengtao LI ; Dongfeng LIANG ; Yuhua WANG ; Weixia JING ; Guangtao LI ; Qin ZHANG ; Yongfeng ZHANG ; Guangyu LI ; Qian WANG ; Yang YANG ; Jin HUO ; Mei MO ; Jihua GUO ; Xiaoxiao ZHANG ; Quan JIANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(1):216-222
Fibromyalgia syndrome (FMS) is a refractory, chronic non-articular rheumatic disease characterized by widespread pain throughout the body, for which there are no satisfactory therapeutic drugs or options. There are rich Chinese medical therapies, and some non-drug therapies, such as acupuncture, Tai Chi, and Ba-Duan-Jin, have shown satisfactory efficacy and safety and definite advantages of simultaneously adjusting mind and body. FMS is taken as a disease responding specifically to traditional Chinese medicine (TCM) by the National Administration of Traditional Chinese Medicine in 2018. In order to clarify the research progress in FMS and the clinical advantages of TCM/integrated Chinese and Western medicine, the China Academy of Chinese Medicine organized a seminar for nearly 20 experts in Chinese and Western medicine, including rheumatology, psychology, acupuncture and moxibustion, and encephalopathy, with the topic of difficulties in clinical diagnosis and treatment of FMS and advantages of TCM and Western medicine. The recommendations were reached on the difficulties in early diagnosis and solutions of FMS, mitigation of common non-specific symptoms, preferential analgesic therapy, TCM pathogenesis and treatment advantages, and direction of treatment with integrated Chinese and Western medicine. FMS is currently facing the triple dilemma of low early correct diagnosis, poor patient participation, and unsatisfactory benefit from pure Western medicine treatment. To solve the above problems, this paper suggests that rheumatologists should serve as the main diagnostic force of this disease, and they should improve patient participation in treatment decision-making, implement exercise therapy, and fully utilize the holistic and multidimensional features of TCM, which is effective in alleviating pain, improving mood, and decreasing adverse events. In addition, it is suggested that FMS treatment should rely on both TCM and Western medicine and adopt multidisciplinary joint treatment, which is expected to improve the standard of diagnosis and treatment of FMS in China.
8.Mechanism of Rhei Radix et Rhizoma-Coptidis Rhizoma Improving Liver Insulin Resistance in db/db Mice by Regulating AMPK/ULK1/Beclin1 Pathway
Hongzhang ZHAO ; Min BAI ; Zhandong WANG ; Bing SONG ; Chao GUO ; Xinhong LIU ; Qiong WANG ; Runze YANG ; Yongfeng WANG ; Yanying ZHANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(8):9-16
ObjectiveThis study aims to examine the effect of Rhei Radix et Rhizoma-Coptidis Rhizoma on reducing insulin resistance in db/db mice by regulating the adenylate activated protein kinase (AMPK)/UNC-51-like kinase 1 (ULK1)/key molecule of autophagy, benzyl chloride 1 (Beclin1) pathway and elucidate the underlying mechanism. MethodSixty 6-week-old male db/db mice were studied. They were randomly divided into the model group, metformin group (0.26 g·kg-1), and low-, middle-, and high-dose groups (2.25, 4.5, 9 g·kg-1) of Rhei Radix et Rhizoma-Coptidis Rhizoma. A blank group of db/m mice of the same age was set, with 12 mice in each group. After eight weeks of continuous intragastric administration, the blank group and model group received distilled water intragastrically once a day. The survival status of the mice was observed, and fasting blood glucose (FBG) was measured using a Roche blood glucose device. Fasting serum insulin (FINS) was measured using an enzyme-linked immunosorbent assay, and the insulin resistance index (HOMA-IR) was calculated. Hematoxylin-eosin (HE) staining was performed to observe the pathological changes in the liver of the mice. The protein expression levels of AMPK, Beclin1, autophagy associated protein 5 (Atg5), and p62 in liver tissue were determined by using Western blot. The protein expression levels of autophagy associated protein 1 light chain 3B (LC3B) and ULK1 in liver tissue were determined using immunofluorescence. Real-time fluorescence quantitative PCR (Real-time PCR) was used to measure mRNA expression levels of AMPK, Beclin1, Atg5, ULK1, and p62. ResultCompared with the blank group, the model group exhibited a significant increase in body mass (P<0.01). Additionally, the levels of FBG, FINS, and HOMA-IR significantly changed (P<0.01). The structure of liver cells was disordered. The protein expression levels of AMPK, Beclin1, and Atg5 in liver tissue were significantly decreased (P<0.01), while the expression level of p62 protein was significantly increased (P<0.01). The expression levels of mRNA and proteins were consistent. Compared with the model group, the body mass of the metformin group and high and medium-dose groups of Rhei Radix et Rhizoma-Coptidis Rhizoma was significantly decreased (P<0.05). FBG, FINS, and HOMA-IR were significantly decreased (P<0.05,P<0.01). After treatment, the liver structure damage in each group was alleviated to varying degrees. The protein expressions of AMPK, Beclin1, Atg5, LC3B, and ULK1 were increased (P<0.05,P<0.01), while the protein expression of p62 was decreased (P<0.01). The expression levels of mRNA and proteins were generally consistent. ConclusionThe combination of Rhei Radix et Rhizoma-Coptidis Rhizoma can effectively improve liver insulin resistance, regulate the AMPK autophagy signaling pathway, alleviate insulin resistance in db/db mice, and effectively prevent the occurrence and development of type 2 diabetes.
9.Correlation of circumference and displacement of the third fracture fragment with the healing of femoral shaft fractures treated with intramedullary nailing
Shuo YANG ; Tao FENG ; Shuchang CHEN ; Jian YU ; Yanyan ZHANG ; Yongfeng HUO ; Guangxue GU ; Zhaoyang YIN
Chinese Journal of Tissue Engineering Research 2024;28(36):5839-5845
BACKGROUND:After the treatment of femoral shaft fracture with the intramedullary nail,the third fracture open reduction indications are controversial.Some scholars believe that limited open reduction can achieve anatomical reduction,conducive to fracture healing;but some scholars believe that no open reduction of the third fracture still has a high fracture healing rate. OBJECTIVE:To investigate the effect of the circumference and displacement of the third fragment on fracture healing after intramedullary nailing of femoral shaft fractures with the third fragment. METHODS:A retrospective cohort study was conducted to analyze the clinical data of 142 patients suffered a femoral shaft fracture with a third fragment admitted to the Affiliated Lianyungang Hospital of Xuzhou Medical University from February 2016 to December 2021.The fracture were classified into three types according to the circumference of the third fracture with reference to the diaphyseal circumference at the fracture site:type 1 in 71 cases,type 2 in 52 cases,and type 3 in 19 cases.Referring to the diaphyseal diameter,the fractures were classified into three degrees according to the degree of the third fragment displacement:degree I in 95 cases,degree II in 31 cases,and degree III in 16 cases.All patients were treated with femoral interlocking intramedullary nails,and no intervention was performed for the displaced third fragment during the operation.Postoperative follow-up was performed to compare the fracture healing rate,healing time,and the modified Radiographic Union Scale for Tibia at month 9 after surgery in each group.The effect of third fracture fragment circumference and degree of displacement on fracture healing was assessed. RESULTS AND CONCLUSION:(1)All 142 patients were followed up for at least 12 months,with a mean of(14.7±4.1)months,and the overall healing rate was 73.4%.(2)When the third fragment was displaced by degree I,the healing rate,healing time,and modified Radiographic Union Scale for Tibia score at month 9 were not statistically significant among the three sub-groups of circumference classification.(3)When the third fragments were displaced by degree II or III,the healing rate and healing time were not statistically significant among the three subgroups of circumference classification;the modified Radiographic Union Scale for Tibia score at month 9 in the type 1 group was higher than that in the type 2 and 3 groups(P = 0.017).(4)Logistic regression analysis showed that a greater third fragment displacement and circumference were associated with lower fracture healing rates(P<0.05).(5)These findings indicate that in the treatment of femoral shaft fractures with third fragment by intramedullary nails,when the fracture fragment is displaced to degree I,the circumference size has little effect on fracture healing,and no intervention is required during surgery.When the third fragment is displaced to degree II or III and the circumference of which is type 1,a higher modified Radiographic Union Scale for Tibia score can still be obtained with no intervention of the third fragment.However,when the circumference is of type 2 or type 3,it significantly affects the fracture healing.Consequently,intraoperative intervention to reduce the distance of displacement of the fragment is required to lower the incidence of nonunion.The displacement of the third fracture fragments has a greater impact on fracture healing than their circumference.
10.Study on the relationship between CHFR and MACC1 expressions and sensitivity of patients with rectal cancer for neoadjuvant concurrent chemoradiotherapy
Xinyuan ZHANG ; Yongfeng FU ; Lili BAI ; Sen YANG ; Lixin DONG
China Medical Equipment 2024;21(2):98-103
Objective:To investigate the relationship between the expressions of checkpoint with forkhead-associated and ring finger(CHFR)and metastasis-associated protein 1(MACC1)and the sensitivity of patients with rectal cancer for neoadjuvant concurrent chemoradiotherapy(nCRT).Methods:The medical documents of 166 patients with rectal cancer admitted to First Hospital of Qinhuangdao from March 2017 to February 2022 were collected.All patients only received nCRT before surgery,and the radiotherapy adopted three-dimensional conformal intensity modulated radiotherapy,and chemotherapy adopted Capeox scheme.All patients successfully completed total mesorectal excision after 4-6 weeks of nCRT treatment.Immunohistochemical SP staining method was used to detect the protein expressions of CHFR and MACC1 in rectal cancer and its adjacent tissues.According to the tumor regressive grading(TRG)standard of the Joint Committee on Cancer Staging in the United States,75 patients who were grade 0-2 as TRG after nCRT were included in the nCRT insensitive group,and 91 patients who were grade 3-4 as TRG were included in the nCRT sensitive group.The expression levels of CHFR and MACC1 proteins in cancer tissues before and after treatment between the two groups were compared.And then,the relationship between clinically pathological characteristics of patients and nCRT sensitivity was analyzed,and the influencing factors of nCRT sensitivity were analyzed.The receiver operating characteristic(ROC)curves of them were drawn,and area under curve(AUC)values were calculated,and the predictive values of CHFR and MACC1 for the sensitivity of patients with rectal cancer to nCRT were further analyzed.Results:The CHFR positive expression rate in rectal cancer tissue was significantly lower than that in adjacent tissues of rectal cancer,and the MACC1 positive expression rate in rectal cancer tissue was significantly higher than that in adjacent tissues of rectal cancer(x2=81.373,87.150,P<0.05),respectively.After 166 patients completed the nCRT treatment,there were 6 cases of TRG grade 0,8 cases of TRG grade 1,61 cases of TRG grade 2,59 cases of TRG grade 3 and 32 cases of TRG grade 4.The sensitivity rate of nCRT was 54.82%(91/166).The CHFR positive expression rate in the nCRT sensitive group was significantly higher than that in the nCRT insensitive group,and the MACC1 positive expression rate in the nCRT sensitive group was significantly lower than that in the nCRT insensitive group(x2=4.613,37.509,P<0.05).The proportions of T4 stage and N+stage in the nCRT sensitive group were higher than those in the nCRT insensitive group,and the differences were statistically significant(x2=54.432,28.912,P<0.05),respectively.The expressions of CHFR and MACC1 were respectively independent risk factor affected the sensitivity of patients with rectal cancer to nCRT[OR=2.456(95% CI:1.294-4.563),OR=3.281(95% CI:1.472-6.479),P<0.05].The sensitivity and specificity of the combined detection of CHFR and MACC1 were respectively 65.89% and 69.46% in predicting the nCRT sensitivity for rectal cancer.The predictive value of the combined detection was higher than that of single CHFR detection and single MACC1 detection(AUC values of them were respectively 0.713,0.564,0.589,P<0.05),respectively.Conclusion:CHFR and MACC1 are related to the sensitivity of patients with rectal cancer to nCRT,which means patients with high expression of CHFR and low expression of MACC1 are more sensitive to nCRT.Therefore,both of them may be indicators that predict the sensitivity of patients with rectal cancer to nCRT.

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