1.Development and evaluation of nomogram prediction model for refractory chemotherapy-induced nausea and vomiting
Bo SUN ; Shufang LI ; Xun LIU ; Lu CHEN ; Erfeng ZHANG ; Huipin WANG
China Pharmacy 2025;36(9):1105-1110
OBJECTIVE To construct and evaluate nomogram prediction model for refractory chemotherapy-induced nausea and vomiting (CINV). METHODS The data of malignant tumor patients who received chemotherapy at the Third People’s Hospital of Zhengzhou from January 2017 to December 2023 were collected. These patients were categorized into the occurrence group and the non-occurrence group according to the occurrence of refractory CINV. Multivariate Logistic regression analysis was employed to screen predictive factors for refractory CINV and constructing a nomogram prediction model. Model performance was assessed via receiver operating characteristic curve analysis. Model calibration was evaluated using Bootstrap resampling. Decision curve analysis (DCA) was used to determine the clinical net benefit of three strategies under different risk thresholds. Clinical impact curves were utilized to assess the clinical value of the model at different risk thresholds. Shapley additive explanations (SHAP) analysis was performed to evaluate individual factor contributions to the predictive model. RESULTS A total of 388 patients were included, with 219 experiencing refractory CINV. Multivariate Logistic regression identified 11 predictive factors for refractory CINV, including gastrointestinal disease history, anticipated nausea and vomiting, chemotherapy-induced emetic risk classification, and electrolyte levels, etc. The model’s area under the curve was 0.80 [95% confidence interval (0.76, 0.84)], with a mean error of 0.036. DCA demonstrated the prediction model had higher clinical net benefit when the risk threshold was between 0.05 and 0.85. SHAP analysis revealed the top three predictive factors as gastrointestinal disease history (0.924), chemotherapy- induced emetic risk classification (0.866), and electrolyte levels (0.581). CONCLUSIONS Eleven factors, including gastrointestinal disease history, anticipated nausea and vomiting, chemotherapy-induced emetic risk classification, and electrolyte levels, are identified as predictors of refractory CINV. The model based on these factors has good predictive ability, which can be used to predict the risk of refractory CINV.
2.Analysis of risk factors and construction of prediction model of pathological diagnosis upgrading after resection of colorectal laterally spreading tumors
Erfeng LI ; Jing PANG ; Libin ZHANG ; Wenbin ZHANG ; Feng WANG ; Bin GUO
Chinese Journal of Digestion 2024;44(6):391-397
Objective:To investigate the risk factors affecting pathological diagnosis upgrading after resection of colorectal laterally spreading tumor (LST).Methods:From June 2018 to December 2022, the clinical data of 256 patients with LST (297 lesions) admitted to Shanxi Provincial Cancer Hospital were retrospectively included as an modeling group.From January 2023 to January 2024, 125 patients with LST (129 lesions) were collected as an external validation group. The pathological diagnosis of endoscopic forceps biopsy (EFB) samples and the resected LST tissue of modeling group were compared, and the patients were divided into pathological non-difference group and pathological upgrading group. The clinical data such as gender, age, body mass index (BMI), pre-resection carcinoembryonic antigen levels, drinking history, smoking history, family history of colorectal cancer, and whether complicated with underlying diseases as well as endoscopic surface morphological features such as lesion size, morphological features, and lesion location were compared between the two groups. Chi-square test was used for statistical analysis, and multivariate logistic regression analysis was used to identify the risk factors for pathological diagnosis upgrading after resection. Based on the independent risk factors, the prediction models were established and validated by nomogram. The receiver operating characteristic curve (ROC) of repeated samples within the modeling group and external validation growp was plotted, and the area under the curve (AUC) was used to evaluate the predictive value of the model.Results:The proportion of patients with family history of colorectal cancer in the pathological upgrading group was higher than that of the pathological non-difference group (38.7%, 12/31 vs. 22.2%, 50/225), and the difference was statistically significant ( χ2=4.04, P=0.045). There were statistically significant differences in lesion size (63.9% (23/36) and 44.4% (116/261) lesions with long diameter ≥2 cm, respectively), surface morphological characteristics (flat elevated type accounted for 8.3% (3/36) and 22.6% (59/261), granular uniform type accounted for 11.1% (4/36) and 28.0% (73/261), nodular mixed type accounted for 44.4% (6/36) and 24.9% (65/261), pseudo-depressed type accounted for 36.1% (13/36) and 24.5% (64/261)), and lesion location (distal colon accounted for 22.2% (8/36) and 33.3% (87/261), proximal colon accounted for 16.7% (6/36) and 28.7% (75/261), and rectum accounted for 61.1% (22/36) and 37.9% (99/261)) between the pathological upgrading group and the pathological non-difference group ( χ2=4.80, 12.62 and 7.08, all P<0.05). The results of multivariate logistic regression analysis showed that family history of colorectal cancer ( OR=2.211, 95% confidence interval (95% CI) 1.005 to 4.861, P=0.049), lesion length ≥ 2 cm ( OR=2.212, 95% CI 1.074 to 4.555, P=0.031), nodular mixed subtype ( OR=4.841, 95% CI 1.343 to 17.455, P=0.016), pseudo-depressed subtype ( OR=3.995, 95% CI 1.084 to 14.721, P=0.037), and lesion in rectum ( OR=2.417, 95% CI 1.024 to 5.705, P=0.044) were independent risk factors for pathological diagnosis upgrading after LST resection. A nomogram was established based on these four risk factors, with a ROC AUC of 0.833 (95% CI 0.752 to 0.913). The external validation results demonstrated that the ROC AUC was 0.848 (95% CI 0.736 to 0.960), the sensitivity was 0.737, the specificity was 0.972, the maximum Youden index was 0.712, and the overall accuracy was 0.868. Conclusions:Family history of colorectal cancer, lesion length ≥ 2 cm, lesion in rectum, and nodular mixed or pseudo-depressed subtypes may affect the accuracy of pathological diagnosis of LST lesions by EFB, and leading to pathological diagnosis upgrading after resection. The prediction model based on these four factors has good predictive efficacy in pathological diagnosis upgrading after LST resection.
3.Efficacy and safety of endoscopic argon ion coagulation combined with mesalazine enteric fluid in the treatment of chronic radiation proctitis
Libin ZHANG ; Wenbin ZHANG ; Bin GUO ; Erfeng LI
Cancer Research and Clinic 2024;36(5):381-385
Objective:To investigate the efficacy and safety of endoscopic argon ion coagulation combined with mesalazine enteric fluid in the treatment of chronic radiation proctitis with hemorrhage.Methods:A retrospective case control study was conducted. The clinical data of 82 patients with chronic radiation proctitis with hemorrhage admitted to Shanxi Province Cancer Hospital from January 2019 to January 2022 were retrospectively analyzed. According to the treatment methods, all patients were divided into the observation group (endoscopic argon ion coagulation combined with mesalazine enteric fluid retention enema, 44 cases) and the control group (0.9% NaCl solution 20 ml + thrombin 1 000 U combined with mesalazine enteric fluid retention enema, 38 cases). The clinical efficacy, proctoscopy scores, laboratory indexes [C-reactive protein (CRP), hemoglobin (Hb)] and the adverse reactions of the two groups 1 month after treatment were compared.Results:There were no statistically significant differences in gender, age, body mass index and disease classification between the two groups (all P > 0.05). After 1 month of treatment, the total effective rate of the observation group was higher than that of the control group [93.18% (41/44) vs.76.32% (29/38)], and the difference was statistically significant ( χ2 = 4.64, P = 0.031). The degree of intestinal injury, anal pain and naked blood stool in the observation group were lower than those in the control group (all P < 0.05). The level of CRP 1 month after treatment was lower than that before treatment in both groups, and the level of Hb 1 month after treatment was higher than that before treatment in both groups (all P < 0.001); and there were no statistically significant differences in the levels of CRP ahd Hb before treatment and 1 month after treatment between the both groups (all P > 0.05). There was no statistically significant difference in the adverse reactions between the two groups ( P > 0.05). Conclusions:Endoscopic argon ion coagulation combined with mesalazine enteric fluid in the treatment of chronic radiation proctitis with hemorrhage has a favorable effect and a good safety, which can improve the symptoms of hematochezia, diarrhea, anemia and improve the quality of life of patients.
4.Application of miniprobe ultrasonic endoscope in evaluating the depth of invasion in colorectal laterally spreading tumors
China Journal of Endoscopy 2024;30(3):25-30
Objective To analyze the accuracy and influencing factors of miniprobe ultrasonic endoscope in evaluating submucosal infiltration of colorectal laterally spreading tumor(LST).Method A retrospective analysis was conducted on the clinical data of 213 patients(268 lesions in total)with colorectal LST who underwent endoscopic submucosal dissection(ESD)treatment from June 2018 to August 2021.We summarized the clinical pathological characteristics and miniprobe ultrasonic endoscope examination results of LST,then analyzed the accuracy of miniprobe ultrasonic endoscope examination and the risk factors affecting the accuracy of miniprobe ultrasonic endoscope examination.Results The accuracy rate of miniprobe ultrasonic endoscope examination was 93.28%,and there was a statistically significant difference in the accuracy rate of miniprobe ultrasonic endoscope examination between different lesion surface morphologies(P = 0.000).Multivariate Logistic regression analysis showed that mix-ed nodule and false depression lesions were risk factors for inaccurate EUS assessment.Conclusion Colorectal LST is a special type of tumor,and miniprobe ultrasonic endoscope examination has a high accuracy in evaluating its infiltration depth.The surface morphology of the lesion is a risk factor that affects the accuracy of miniprobe ultrasonic endoscope examination.When the lesion is a nodule mixed type or pseudo depressed type,it can easily lead to inaccurate miniprobe ultrasonic endoscope examination.
5.Role of subminiature and recurrent chromosome copy number variations in recurrent spontaneous abortion
Erfeng YUAN ; Liying SONG ; Yu WANG ; Hongmei DU ; Yang FANG ; Jinshuang GAO ; Yaqing GUO ; Haiyang YU ; Qianqian SHI ; Xinjing YAN ; Linlin ZHANG
Chinese Journal of Reproduction and Contraception 2024;44(8):816-821
Objective:To explore the key copy number variation (CNV) regions, abortion candidate genes and signaling pathways associated with recurrent spontaneous abortion (RSA).Methods:A retrospective cohort study was conducted based on the data of 1 870 miscarriage cases of RSA patients who received CNV analysis by high-throughput sequencing technology in the Laboratory Medicine Department of the Third Affiliated Hospital of Zhengzhou University from January 2016 to September 2022. These cases were divided into different groups based on the age of miscarriage and gestational age of the pregnant women. Chi-square test or Fisher's exact test was used to analyze the distribution of chromosome abnormalities and CNV. Gene functions and signaling pathways in RSA-related CNV were identified by gene enrichment analysis.Results:Among the 1 870 tissues, 1 001 (53.53%) cases were detected with chromosomal abnormalities. A total of 140 CNVs were detected in 93 tissues (9.29%), including 34 submicroscopic CNVs (segment<10 Mb) and 106 large CNVs with segment≥10 Mb. Submicroscopic pathogenicity CNVs with statistical differences were involved 1p36.33p36.23, 2q37.3, 4p16.3, 22q11.21 (χ 2=6.99, P=0.008) in early RSA embryos (≤12 weeks). 16p11.2 and Xp11.23p11.22 microdeletion were firstly reported in abortion cases. Significantly recurrent large CNVs were mainly involved 18q22q23 (del/dup), 4p16p15, 9p24p22, 8p23p22, and Xp22.3 regions, and the candidate genes mainly concentrated on PI3K-Akt and JAK-STAT signaling pathway. Conclusion:Rare submicroscopic CNVs and recurrent large CNVs were associated with RSA in early pregnancy. GO and KEGG database analysis revealed potential abortion candidate genes and signaling pathways, providing new information for the genetic etiology of RSA.
6.Role of subminiature and recurrent chromosome copy number variations in recurrent spontaneous abortion
Erfeng YUAN ; Liying SONG ; Yu WANG ; Hongmei DU ; Yang FANG ; Jinshuang GAO ; Yaqing GUO ; Haiyang YU ; Qianqian SHI ; Xinjing YAN ; Linlin ZHANG
Chinese Journal of Reproduction and Contraception 2024;44(8):816-821
Objective:To explore the key copy number variation (CNV) regions, abortion candidate genes and signaling pathways associated with recurrent spontaneous abortion (RSA).Methods:A retrospective cohort study was conducted based on the data of 1 870 miscarriage cases of RSA patients who received CNV analysis by high-throughput sequencing technology in the Laboratory Medicine Department of the Third Affiliated Hospital of Zhengzhou University from January 2016 to September 2022. These cases were divided into different groups based on the age of miscarriage and gestational age of the pregnant women. Chi-square test or Fisher's exact test was used to analyze the distribution of chromosome abnormalities and CNV. Gene functions and signaling pathways in RSA-related CNV were identified by gene enrichment analysis.Results:Among the 1 870 tissues, 1 001 (53.53%) cases were detected with chromosomal abnormalities. A total of 140 CNVs were detected in 93 tissues (9.29%), including 34 submicroscopic CNVs (segment<10 Mb) and 106 large CNVs with segment≥10 Mb. Submicroscopic pathogenicity CNVs with statistical differences were involved 1p36.33p36.23, 2q37.3, 4p16.3, 22q11.21 (χ 2=6.99, P=0.008) in early RSA embryos (≤12 weeks). 16p11.2 and Xp11.23p11.22 microdeletion were firstly reported in abortion cases. Significantly recurrent large CNVs were mainly involved 18q22q23 (del/dup), 4p16p15, 9p24p22, 8p23p22, and Xp22.3 regions, and the candidate genes mainly concentrated on PI3K-Akt and JAK-STAT signaling pathway. Conclusion:Rare submicroscopic CNVs and recurrent large CNVs were associated with RSA in early pregnancy. GO and KEGG database analysis revealed potential abortion candidate genes and signaling pathways, providing new information for the genetic etiology of RSA.
7.Value of dual energy CT parameters combined with serum procollagen Ⅰ N-terminal propeptide and beta C-terminal cross-linked telopeptide of type Ⅰ collagen in differential diagnosis of spinal bone metastasis from lung cancer and myeloma
Erfeng WU ; Jianping ZHANG ; Jinglong WU ; Xingwei WANG ; Jinlu GUO ; Ningning HAN
Chinese Journal of Postgraduates of Medicine 2022;45(3):257-262
Objective:To analyze the value of dual energy CT parameters combined with serum procollagen Ⅰ N-terminal propeptide (PⅠNP) and beta C-terminal cross-linked telopeptide of type Ⅰ collagen (β-CTX) in differential diagnosis of spinal bone metastasis from lung cancer and myeloma.Methods:The clinical data of 54 patients with spinal bone metastasis from lung cancer and 50 patients with myeloma in Jincheng People′s Hospital from October 2019 to March 2021 were analyzed retrospectively. All patients were examined by dual energy CT on the day of admission, and the CT values at the energy levels of 40 to 80 keV (energy interval of 10 keV) were recorded. The serum PⅠNP and β-CTX levels were detected by chemiluminescent assay before treatment. The pathological examination results were taken as gold standard, and the CT values at the energy levels of 40 to 80 keV by dual energy CT and serum PⅠNP and β-CTX levels were compared between 2 groups. Receiver operating characteristic (ROC) curve was used to analyze the differential diagnosis value of the CT values at the energy levels of 40 to 80 keV, serum PⅠNP and β-CTX levels alone and combination.Results:The CT values at the energy levels of 40 to 80 keV by dual energy CT and serum PⅠNP and β-CTX levels in patients with spinal bone metastasis from lung cancer were significantly higher than those in patients with myeloma: 79.86 (61.20, 116.32) HU vs. 58.29 (46.92, 64.03) HU, 64.48 (50.27, 90.08) HU vs. 45.78 (38.59, 56.75) HU, 57.35 (43.31, 78.04) HU vs. 43.62 (36.91, 54.06) HU, 52.05 (42.98, 75.79) HU vs. 41.26 (32.84, 51.76) HU, 45.52 (38.55, 63.59) HU vs. 36.68 (28.72, 49.83) HU, 66.35 (31.15, 81.97) μg/L vs. 31.38 (27.76, 34.50) μg/L and 0.61 (0.48, 0.67) μg/L vs. 0.49 (0.47, 0.52) μg/L, and there were statistical differences ( P<0.05 or <0.01). ROC curve analysis result showed that the sensitivity of the combination of the CT values at the energy levels of 40 to 80 keV by dual energy CT was higher than those alone (83.33% vs. 59.26%, 61.11%, 62.96%, 64.81% and 66.67), the area under the curve (AUC) was also higher than those alone (0.882 vs. 0.798, 0.811, 0.817, 0.801 and 0.773), and there were statistical differences ( P<0.01 or <0.05); the sensitivity of the combination of serum PⅠNP and β-CTX levels was higher than those alone (81.48% vs. 57.41% and 62.96%), the AUC was higher than those alone (0.829 vs. 0.753 and 0.729), and there were statistical differences ( P<0.01 or <0.05); the sensitivity of all indexes combined in the differential diagnosis of spinal bone metastasis from lung cancer and myeloma was higher than those of the combination of the CT values at the energy levels of 40 to 80 keV by dual energy CT, the combination of serum PⅠNP and β-CTX levels (98.15% vs. 83.33% and 81.48%), the same as AUC (0.976 vs. 0.882 and 0.829), and there were statistical differences ( P<0.01); there were no significant differences in the specificity of each index alone and combination ( P>0.05). Conclusions:Compared with myeloma, the CT values at the energy levels of 40 to 80 keV by dual energy CT, serum PⅠNP and β-CTX levels in patients with spinal bone metastasis from lung cancer are increased, and the combination of the above indexes has ideal value in differential diagnosis of the two diseases.
8.A case -control study of the effects of surgical history on chemotherapy -induced nausea and vomiting
Bo SUN ; Erfeng ZHANG ; Lu CHEN ; Xun LIU ; Shufang LI ; Huanqing MA ; Lili PAN ; Danna LIU ; Huipin WANG
China Pharmacy 2022;33(19):2378-2383
OBJECTIVE To explore the influence of surgical history on chemotherapy -induced nausea and vomiting (CINV). METHODS A retrospective case -control study was adopted ,with 824 patients undergoing chemotherapy as the object . A total of 27 items were collected ,including demographic data ,medical history data ,pre-chemotherapy data ,and chemotherapy treatment status. Logistic regression model was used to analyze the relationship between the history of surgery and the risk of CINV . The multiple models were constructed to correct potential confounding factors ,and subgroup analysis was performed on patients with surgical history . RESULTS The incidence of CINV was higher in patients with surgical history . The statistical result before adjustment was [OR=1.72,95%CI(1.31,2.28),P<0.001];after adjusting potential confounding factors ,the statistical result was [OR=1.78,95% CI(1.28,2.48),P=0.001]. In the subgroup analysis ,the time between surgery and chemotherapy was different , and the impact of surgical history on CINV was different ,and the results were statistically significant (P=0.027). The risk of CINV showed decreasing trend with the time ,and the results were statistically significant (P for trend ≤0.050). Compared with patients who had not undergone surgery ,patients who had undergone surgery within one year had a higher risk of CINV [OR= 2.33,95%CI(1.52,3.59),P<0.001]. CONCLUSIONS Patients with surgical history are more prone to CINV ,and the risk of CINV shows a downward trend in the length of time from surgery .
9.Analysis of possible factors influencing mosaicism in in vitro fertilization
Jing LIU ; Mengge ZHOU ; Yichun GUAN ; Zhen LI ; Xingling WANG ; Yaxin ZHANG ; Erfeng YUAN ; Linlin ZHANG ; Rujing YANG
Chinese Journal of Reproduction and Contraception 2022;42(9):902-908
Objective:To preliminarily explore the related factors that affect chimera mosaicism in in vitro fertilization (IVF) treatment. Methods:A case-control study was conducted to retrospectively analyze the clinical data of 2252 blastocysts in 579 preimplantation genetic testing (PGT) cycles in the Reproductive Medicine Center of the Third Affiliated Hospital of Zhengzhou University from January 2017 to December 2020. Biopsy cells were analyzed by next generation sequencing (NGS). According to the analysis results, all embryos were divided into mosaicism group and non-mosaicism group. Mosaicism types included euploid-aneuploid mosaicism, aneuploid-aneuploid mosaicism and complex mosaicism. The population characteristics and laboratory-related parameters of the two groups of embryos were compared, and single-factor and multi-factor analysis of the incidence of mosaicism were performed to evaluate the related factors that affect the development of mosaic embryos.Results:A total of 2252 blastocysts in 579 cycles were included in this study, 905 embryos (40.2%) were euploid, 923 (41.0%) were aneuploid, and 424 (18.8%) were mosaicism. Among them, 228 (10.1%) were euploid-aneuploidy mosaicism, 59 (2.6%) were aneuploidy-aneuploidy mosaicism, and 137 (6.1%) were complex mosaicism. NGS technology was performed in 4 institutions, and the mosaicism rate fluctuated between 7.6% and 26.2%. After adjusting the confounding factors (the age of the male and female partners, the quality of the male partner's sperm, the ovarian stimulation protocols, the type of culture medium, the indications of PGT, the different biopsy operators and the developmental stage of the blastocyst), it was found that the blastocyst trophectoderm cell (TE) score (grade C vs. grade A, P=0.014) and the genetic testing institutions (institution 2 vs. early stage of institution 1, P<0.001; late stage of institution 1 vs. early stage of institution 1, P<0.001) had a significant effect on the occurrence of mosaicism. Compared with the TE score of grade A, the chance of mosaicism in grade C increased by 66% (a OR=1.66, 95% CI=1.11-2.50, P=0.014). Compared with the early stage of institution 1, the incidence of mosaicism in institution 2 and late stage of institution 1 was 2.28 times (a OR=2.28, 95% CI=1.71-3.04, P<0.001), and late stage of institution 1 was 2.17 times that of the early stage (a OR=2.17, 95% CI=1.41-3.34, P<0.001). Conclusion:The incidence of mosaicism during IVF treatment is related to NGS genetic testing institutions and the quality of trophectoderm cells
10.Analysis of possible factors influencing mosaicism in in vitro fertilization
Jing LIU ; Mengge ZHOU ; Yichun GUAN ; Zhen LI ; Xingling WANG ; Yaxin ZHANG ; Erfeng YUAN ; Linlin ZHANG ; Rujing YANG
Chinese Journal of Reproduction and Contraception 2022;42(9):902-908
Objective:To preliminarily explore the related factors that affect chimera mosaicism in in vitro fertilization (IVF) treatment. Methods:A case-control study was conducted to retrospectively analyze the clinical data of 2252 blastocysts in 579 preimplantation genetic testing (PGT) cycles in the Reproductive Medicine Center of the Third Affiliated Hospital of Zhengzhou University from January 2017 to December 2020. Biopsy cells were analyzed by next generation sequencing (NGS). According to the analysis results, all embryos were divided into mosaicism group and non-mosaicism group. Mosaicism types included euploid-aneuploid mosaicism, aneuploid-aneuploid mosaicism and complex mosaicism. The population characteristics and laboratory-related parameters of the two groups of embryos were compared, and single-factor and multi-factor analysis of the incidence of mosaicism were performed to evaluate the related factors that affect the development of mosaic embryos.Results:A total of 2252 blastocysts in 579 cycles were included in this study, 905 embryos (40.2%) were euploid, 923 (41.0%) were aneuploid, and 424 (18.8%) were mosaicism. Among them, 228 (10.1%) were euploid-aneuploidy mosaicism, 59 (2.6%) were aneuploidy-aneuploidy mosaicism, and 137 (6.1%) were complex mosaicism. NGS technology was performed in 4 institutions, and the mosaicism rate fluctuated between 7.6% and 26.2%. After adjusting the confounding factors (the age of the male and female partners, the quality of the male partner's sperm, the ovarian stimulation protocols, the type of culture medium, the indications of PGT, the different biopsy operators and the developmental stage of the blastocyst), it was found that the blastocyst trophectoderm cell (TE) score (grade C vs. grade A, P=0.014) and the genetic testing institutions (institution 2 vs. early stage of institution 1, P<0.001; late stage of institution 1 vs. early stage of institution 1, P<0.001) had a significant effect on the occurrence of mosaicism. Compared with the TE score of grade A, the chance of mosaicism in grade C increased by 66% (a OR=1.66, 95% CI=1.11-2.50, P=0.014). Compared with the early stage of institution 1, the incidence of mosaicism in institution 2 and late stage of institution 1 was 2.28 times (a OR=2.28, 95% CI=1.71-3.04, P<0.001), and late stage of institution 1 was 2.17 times that of the early stage (a OR=2.17, 95% CI=1.41-3.34, P<0.001). Conclusion:The incidence of mosaicism during IVF treatment is related to NGS genetic testing institutions and the quality of trophectoderm cells

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