1.Thyroid-stimulating hormone and thyroid hormone levels in association with occupational hazards in male coal miners
Yingshi DAI ; Yingjun CHEN ; Yingqi LUO ; Yanhui LIU ; Liuquan JIANG ; Fan YANG ; Gaisheng LIU ; Qingsong CHEN
Journal of Environmental and Occupational Medicine 2025;42(4):459-466
Background Thyroid hormones are crucial for development and proper functioning of human physiological systems. Current research on the thyroid mainly focuses on the impacts of lifestyle factors on thyroid dysfunction, while less attention is paid to the factors affecting thyroid hormone levels, especially occupational hazards, which warrants further investigation. Objective To investigate the associations between occupational hazard exposure and thyroid-stimulating hormone (TSH) and thyroid hormone levels in male coal mine workers. Methods A cross-sectional study design was adopted. A total of
2.Genomic profiles and immune microenvironment of olfactory neuroblastoma
Yunyun YANG ; Honggang LIU ; Yahui LI ; Xiaochen LI ; Yingshi PIAO
Chinese Journal of Pathology 2024;53(9):916-921
Objective:To investigate the genomic profiles and immune microenvironment of olfactory neuroblastoma (ONB).Methods:Nineteen ONB cases diagnosed in the Beijing Tongren Hospital from May 2018 to October 2022 were divided into low-grade and high-grade groups according to the Hyams grading system, including 7 low-grade and 12 high-grade ONB. Whole exome sequencing and multiplex immunofluorescence analyses were performed on tissue samples of these ONB.Results:A total of 929 nonsynonymous alterations were identified in 18 of the 19 ONB (18/19) cases. The most commonly altered cancer-related genes were CTNNB1 (3/19) and ZNRF3 (3/19). The most mutated oncogenic pathways were the WNT and RAS pathways. The median tumor mutation burden (TMB) was 0.45/Mb, ranging from 0 to 3.25. The median tumor neoantigen load (TNB) was 9.39 neoantigens/Mb, ranging from 0 to 38.30. The median allelic mutation tumor heterogeneity (MATH) score was 16.95, ranging from 3.05 to 117.47. Only one of the 19 cases expressed PD-L1 (composite positive score, CPS>1) in the tumor cells. The median percentage of CD8 + tumor-infiltrating lymphocyte (TIL) in the tumor region was 1.08%. No significant differences were observed between the low-and high-grade groups for mutant genes, mutant pathways, TMB, TNB, MATH, PD-L1 expression levels, or CD8 + TILs percentage( P>0.05). However, the low-grade group showed significantly more CD68 + macrophages in both the tumor and total region than the high-grade group. Notably, CD68 +CD163 - macrophages accounted for an average of 80.52% of CD68 + macrophages. Conclusions:CTNNB1 and ZNRF3 are the most commonly altered cancer-related genes. The low expression of PD-L1 and the low percentage of CD8 + TIL indicate that ONB might not be sensitive to immunotherapy. The percentage of M1-type macrophages in low-grade ONB is significantly higher than that in high-grade ONB, suggesting that M1-type macrophages may be involved in the progression of ONB from low-grade to high-grade.
3.Establishment and validation of a mouse liver injury model induced by chronic low-dose exposure to atrazine
Yu ZHU ; Yingshi SU ; Xi LIU ; Baoguo HE ; Lei QIN
Chinese Journal of Comparative Medicine 2024;34(6):73-81
Objective To establish a model of long-term atrazine(ATR)-induced liver injury in mice and to evaluate the hepatotoxic effects induced by ATR.Methods C57BL/6-N male mice were randomly divided into a control group and 1.5 mg/L and 150 mg/L ATR dose(ATR-L,ATR-H)groups.After 35 and 63 days,serum liver function biochemical indexes and inflammatory factors were detected,the hepatosomatic ratio was calculated,and the histopathology and ultrastructure of the liver were observed.Lipid peroxidation levels and antioxidant capacity,the activities of major phase I metabolic enzymes and phase Ⅱ detoxification enzymes,and the expression of related proteins in liver tissues were detected.Results Compared with the control group,the ATR groups showed significant changes in the AST/ALT ratio,levels of pro-inflammatory factors CCL2,TNF-α and IL-6,H2O2 content and activities of the metabolic enzymes NCR,CYTb5,and UDPGT(P<0.05).In the 150 mg/L ATR group,GGT content,peroxide levels(as indicated by malondialdehyde),and CYP1A2 expression were significantly increased(P<0.01),while GSH content was significantly decreased(P<0.05),and hepatocyte injury and mitochondrial vacuolation were more serious when compared to control and 1.5 mg/L groups.Conclusions In a mouse model of low-dose ATR liver injury,both 1.5 mg/L and 150 mg/L ATR exposure induced liver injury in mice,with 150 mg/L ATR inducing the maximum metabolic toxicity in the liver after 63 days.
4.Dose-adjusted EPOCH-R vs. R-CHOP in frontline management of Waldeyer's ring diffuse large B-cell lymphoma: a retrospective study from a single institution.
Yuanzheng LIANG ; Xindi LIU ; Jing YANG ; Henan WANG ; Yingshi PIAO ; Liqiang WEI ; Liang WANG
Chinese Medical Journal 2023;136(2):167-175
BACKGROUND:
To compare the efficacy and safety of dose-adjusted etoposide, prednisone, vincristine, cyclophosphamide, and doxorubicin plus rituximab (DA-EPOCH-R) with standard rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisone (R-CHOP) in Waldeyer's ring diffuse large B-cell lymphoma (WR-DLBCL) at a single institution.
METHODS:
This retrospective study included 115 newly diagnosed patients with WR-DLBCL, of whom 68 patients received R-CHOP, and 47 patients received DA-EPOCH-R as their first-line treatment. The baseline features of the two groups were well balanced using a 1:1 propensity score matching method, and a total of 84 cases were obtained, including respective 42 cases in the R-CHOP and DA-EPOCH-R groups, for further survival and prognosis analysis. The primary objectives included progression-free survival (PFS) and overall survival (OS).
RESULTS:
During a median follow-up of 45 months, there were nine (21.4%) deaths in the R-CHOP group and two (4.8%) in the DA-EPOCH-R group. Kaplan-Meier analysis showed statistically significant improvements in PFS and OS in patients with DA-EPOCH-R compared with those treated with R-CHOP (log-rank test, P = 0.025 and P = 0.035, respectively). The 2-year PFS and OS rates in the DA-EPOCH-R group were 90.1% (95% confidence interval [CI]: 81.4-99.8%) and 95.2% (95% CI: 89.0-100.0%), respectively, and 80.5% (95% CI: 69.3-93.6%) and 90.5% (95% CI: 52.8-99.8%) in the R-CHOP group. Patients without B symptoms and elevated lactate dehydrogenase levels had a higher PFS in the DA-EPOCH-R group, with P values of 0.038 (hazard ratio [HR]: 0.11; 95% CI: 0.01-0.88) and 0.042 (HR: 0.19; 95% CI: 0.04-0.94), respectively. There were no statistically significant differences in clinical responses and treatment-related toxicities between the two groups.
CONCLUSION
Compared with patients received R-CHOP, those treated by DA-EPOCH-R had superior PFS, OS, and controlled toxicity in patients with WR-DLBCL.
Humans
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Rituximab/therapeutic use*
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Vincristine/therapeutic use*
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Retrospective Studies
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Prednisone/therapeutic use*
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Etoposide/therapeutic use*
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Antineoplastic Combined Chemotherapy Protocols/therapeutic use*
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Lymphoma, Large B-Cell, Diffuse/drug therapy*
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Cyclophosphamide/therapeutic use*
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Doxorubicin/therapeutic use*
5.The efficacy of CT imaging features in evaluating occult peritoneal metastasis of diffuse infiltrating gastric cancer
Meng HE ; Jiazheng LI ; Yiting LIU ; Xiaoting LI ; Yiyuan WEI ; Zhemin LI ; Yingshi SUN ; Ziyu LI ; Lei TANG
Chinese Journal of Radiology 2022;56(12):1318-1325
Objective:To investigate the efficacy of CT imaging features in evaluating occult peritoneal metastasis (OPM) of diffuse infiltrating gastric cancer (Borrmann Type Ⅳ).Methods:Totally 101 patients with locally advanced Borrmann type Ⅳ gastric cancer were retrospectively collected who were admitted to Peking University Cancer Hospital from March 2014 to March 2021. The patients were divided into OPM group (53 cases) and the non-OPM group (48 cases) according to the results of preoperative CT and laparoscopic exploration/peritoneal cytology examination. The pathological examination results were recorded, including the degree of histological differentiation and Lauren classification. The evaluation indicators included the tumor center position, the number of tumor-occupied portions, involved orientation, mucosal broadband sign, stratified enhancement, serosa invasion, increased density of peripheral fat tissue, and enlarged lymph nodes. The maximum thickness of the primary tumor, average CT value of the primary tumor (arterial phase, venous phase, and delayed phase), difference between venous phase and arterial phase, difference between delayed phase and venous phase, and pattern of the enhanced curve were recorded. The Mann-Whitney U or Chi-square test was used to compare the differences of pathological and CT features between two groups. The multivariate logistic regression was used to screen independent predictors and establish a nomogram. The receiver operating characteristic curve was used to evaluate the performance of the nomogram in predicting OPM, and the Hosmer-Lemeshow test was used to test the model′s goodness of fit. Results:There was statistical significance in the seven indicators between the OPM and non-OPM groups, including tumor-occupied portions of stomach, mucosal broadband sign, stratified enhancement, serosa invasion, increased density of peripheral fat tissue, the enhanced curve pattern and the degree of histological differentiation ( P<0.05). Among them, the degree of histological differentiation (OR=0.19, P=0.033), stratified enhancement (OR=7.02, P=0.005) and serosa invasion (OR=14.27, P<0.001) were independent predictors of OPM. The nomogram was established based on the three significant features. The area under the curve for predicting OPM was 0.826 (95%CI 0.745-0.908), the sensitivity was 0.566 and the specificity was 0.938. The Hosmer-Lemeshow test showed a good agreement between the OPM risk predicted by the nomogram and the actual risk ( P=0.525). Conclusions:The CT features of Borrmann type Ⅳgastric cancer complicated with OPM have specific characteristics. The diagnosis model based on the degree of histological differentiation, stratified enhancement, and serosa invasion had high efficacy in evaluating OPM.
6.IgG4-related disease in nasal cavity and paranasal sinuses: a clinicopathological analysis of ten cases
Xiaoli ZHAO ; Ying ZHANG ; Honggang LIU ; Yingshi PIAO
Chinese Journal of Pathology 2022;51(6):488-493
Objective:To study clinicopathological features and differential diagnosis of IgG4-related diseases (IgG4-RD) in nasal cavity and paranasal sinuses.Methods:A retrospective analysis was performed in patients presenting initially with rhinosinusitis or a nasal mass, who also underwent nasal mucosa biopsy in Beijing Tongren Hospital Affiliated to Capital Medical University, from March 2016 to March 2021. According to the latest international classification diagnostic criteria of IgG4-RD published by the American Society of Rheumatology (ACR)/European Association for Rheumatology (EULAR) in 2019, 10 cases of nasal cavity and paranasal sinuses IgG4-RD were diagnosed and included in the study. The clinical features, histopathology and immunohistochemical expression of IgG and IgG4 were analyzed.Results:Among the 10 patients, five patients were male and five female. The age ranged from 30 to 71 years (median 52.7 years). Nasal polyp/nasal masses were seen in six cases, and lacrimal gland swelling was found in four cases. The serum IgG and IgG4 level was increased in four cases. Microscopically, all 10 cases showed intense lymphoplasmocytic infiltration and varying degrees of fibrosis in nasal or sinus mucosa, while four cases showed occlusive vasculitis. The number of IgG4 positive plasma cells in nasal mucosa was more than 10/high power field (HPF), with a mean of 67/HPF. The number of IgG4 positive plasma cells in the cases with severe fibrosis was significantly lower than in those without. The ratio of IgG4 +/IgG +plasma cells was higher than 40% in six cases. Conclusions:IgG4-RD in nasal cavity and paranasal sinuses is a local manifestation of a systemic disease, while nasal cavity and paranasal sinuses are rarely involved by IgG4-RD. The diagnosis is based on clinical symptoms, imaging, IgG4-related serology and histopathologic scores. Histopathology has a core diagnostic value. IgG4 serology and imaging have important diagnostic values in the cases without biopsy.
7.The CT findings of ossification in sinonasal inverted papilloma and its comparison with the originating site determined during surgery
Wenling YU ; Zhaohui LIU ; Shuling LI ; Yingshi PIAO ; Chengshuo WANG ; Junfang XIAN
Chinese Journal of Radiology 2021;55(6):633-637
Objective:To evaluate the CT characteristics of ossifying foci in sinonasal inverted papilloma (IP) and to compare with the tumor root shown intraoperatively.Methods:The clinical and CT imaging data of 127 patients with IP, which were proved by histopathology, were reviewed retrospectively from Beijing Tongren Hospital, Capital Medical University, during the period from January 2012 to December 2018. The number, location, shape, density of ossifying foci in sinonasal IP and the relationship with the wall of sinus were observed. The sites of ossification on CT scans were compared with the root of the tumors described in the corresponding patient′s operative records.Results:In 127 IP patients, 51 (40.2%) patients showed the ossification in the tumor on CT. Single ossifying foci were found in 35 cases and multiple in 16 cases. The ossification affected single site of the sinonasal tract ( n=16) or distributed diffusely ( n=35). In the 50 cases, the ossifying foci extended along the long axis of the affected sinus appearing as branched ( n=19), striped ( n=16), linear ( n=7), lumpy ( n=2) or mixed type ( n=6), and 1 case was located at the edge of the maxillary sinus. Totally 66.7% (34/51) of the ossifying focis contained peripherally hyperdense bone tissue and centrally hypodense adipose tissue, which corresponded to bone cortices and fatty marrow of the trabecular bone. And 96.1% (49/51) of the ossifying focis were attached to the adjacent bone of the sinus, and the sites of attachment were concordant with the actual origin of tumor confirmed in operation . Conclusions:Ossification can be seen in some sinonasal IPs. Tracing along ossifying focus to the site of attachment with sinus might facilitate preoperative prediction of the originating site of tumor.
8.Clinicopathological characteristics of SMARCB1(INI1)-deficient sinonasal carcinoma
Jiuyang WANG ; Yuping BAI ; Li XING ; Yingshi PIAO ; Xiaojin HE ; Changli YUE ; Xiaoli ZHAO ; Honggang LIU
Chinese Journal of Pathology 2021;50(11):1240-1245
Objective:To investigate the clinicopathological characteristics, diagnosis, differential diagnosis and prognostic factors of SMARCB1 (INI1)-deficient sinonasal carcinoma (SDSC).Methods:Sixteen cases of SDSC diagnosed in the Department of Pathology, Beijing Tongren Hospital from January 2016 to September 2020 were enrolled. Ninety-nine cases of small round cell malignant tumors of the head and neck were selected as the control, including poorly-differentiated squamous cell carcinoma ( n=10), poorly-differentiated adenocarcinoma ( n=5), undifferentiated carcinoma (SNUC, n=4), NUT carcinoma ( n=5), neuroendocrine carcinoma ( n=10), and other non-epithelial tumors [olfactory neuroblastoma ( n=10), rhabdomyosarcoma ( n=10), NK/T-cell lymphoma ( n=10), malignant melanoma ( n=10), Ewing′s sarcoma/primitive neuroectodermal tumor (EWS/PNET, n=5)] and non-keratinizing undifferentiated nasopharyngeal carcinoma ( n=20). The clinical and pathologic characteristics of SDSC, and immunohistochemical (IHC) expression of broad-spectrum CKpan, CK7, CK8/18, CK5/6, p63, p40, p16, INI1, NUT and neuroendocrine markers (Syn, CgA, CD56) were evaluated. In situ hybridization (ISH) was used to detect EBER and fluorescence in situ hybridization (FISH) to detect INI1 gene deletion. Results:The 16 cases of SDSC accounted for 1.3% (16/1 218) of all malignant sinonasal tumors in the author′s unit during this time period, and 2.4% (16/657) of all malignant epithelial tumors. Microscopically, there was no clear squamous and adenomatous differentiation, but "rhabdoid-like" cells, are often seen. All SDSC cases were positive for CKpan and CK8/18, negative for INI1; Epstein-Barr virus was not detected by ISH; and INI1 gene deletion was observed in all 11 SDSC patients with FISH. Twelve cases were followed up for 3-47 months. One died of tumor-related diseases half a year after diagnosis, and the remaining patients were alive with tumor, the longest survival time was 47 months.Conclusion:SDSC should be differentiated from a variety of poorly-differentiated tumors in the sinonasal area. Histologically, SDSC has no clear differentiation, but the tumor cells are characteristically basal-like or rhabdoid-like, with non-specific vacuoles, translucent or vacuolar nuclei, prominent nucleoli and necrotic foci. They are negative for INI1 IHC staining, and FISH demonstrates INI1 gene deletion. The clinical prognosis is still unclear, further studies on its biologic behavior and treatment methods are warranted.
9.CT features of adenocarcinoma of esophagogastric junction after neoadjuvant chemotherapy
Jiazheng LI ; Yiting LIU ; Jia FU ; Xiaoting LI ; Yanling LI ; Yinkui WANG ; Ziyu LI ; Yingshi SUN ; Lei TANG
Chinese Journal of Digestive Surgery 2020;19(6):686-693
Objective:To investigate the computed tomography (CT) features of adenocarcinoma of esophagogastric junction (AEG) after neoadjuvant chemotherapy.Methods:The retrospective and descriptive study was conducted. The clinicopathological data of 59 patients with AEG who underwent neoadjuvant chemotherapy in Peking University Cancer Hospital from February 2010 to November 2014 were collected. There were 51 males and 8 females, aged from 46 to 82 years, with a median age of 63 years. All the 59 patients underwent enhanced CT examination before and after neoadjuvant chemotherapy. Observation indicators: (1) pathological examination and neoadjuvant chemotherapy of patients with AEG; (2) results of CT examination in patients with AEG, including ① qualitative indicators of CT and ② quantitative indicators of CT. Measurement data with skewed distribution were represented as M( P25, P75) or M (range), and comparison between groups was analyzed using the Mann-Whitney U test. Count data were described as absolute numbers, and comparison between groups was analyzed by the chi-square test. Results:(1) Pathological examination and neoadjuvant chemotherapy of patients with AEG: of the 59 patients with AEG, high-differentiated adenocarcinoma was observed in 1 patient, moderate-differentiated adenocarcinoma in 40 patients, and low-differentiated adenocarcinoma in 18 patients. Effective response to neoadjuvant chemotherapy was observed in 13 patients, including 6 patients of pathological tumor regression grading (pTRG) 0 and 7 of pTRG 1; poor response was observed in 46 patients, including 12 patients of pTRG 2 and 34 patients of pTRG 3. (2) Results of CT examination in patients with AEG. ① Qualitative indicators of CT: for the 13 patients with effective response to neoadjuvant chemotherapy, 13 had the presence of ulcers, 5 had layered enhancement, 10 had infiltration of adventitia surface, and 2 had positive extramural venous invasion (EMVI) before neoadjuvant chemotherapy; after neoadjuvant chemotherapy, 13 had shallowed or disappeared ulcers, 7 patients had changed enhancement pattern, 3 had infiltration of adventitia surface, and 1 had positive EMVI. For the 46 patients with poor response to neoadjuvant chemotherapy, 28 had the presence of ulcers, 18 had layered enhancement, 37 had infiltration of adventitia surface, and 22 had positive EMVI before neoadjuvant chemotherapy; after neoadjuvant chemotherapy, 23 had shallowed or disappeared ulcers, 7 patients had changed layered enhancement pattern, 33 had infiltration of adventitia surface and 21 had positive EMVI, respectively. There was no significant difference in the layered enhancement or infiltration of adventitia surface before neoadjuvant chemotherapy between patients with different treatment response ( χ2=0.002, 0.000, P>0.05). There were significant differences in the presence of ulcers and positive EMVI before neoadjuvant chemotherapy between patients with different treatment response ( χ2=5.591, 4.421, P<0.05). After neoadjuvant chemotherapy, there were significant differences in the changes of layered enhancement pattern, infiltration of adventitia surface and positive EMVI between patients with different treatment response ( χ2=6.359, 10.090, 4.728, P<0.05); while there was no significant difference in the shallowed or disappeared ulcers between patients with different treatment response ( χ2=1.239, P>0.05). ② Quantitative indicators of CT: for the 13 patients with good response to neoadjuvant chemotherapy, the maximum tumor height, the maximum tumor area, enhanced CT value of the lesion before neoadjuvant chemotherapy were 1.37 cm(0.94 cm, 1.88 cm), 8.9 cm 2 (4.7 cm 2, 9.9 cm 2), 53 HU(47 HU, 63 HU), respectively. After neoadjuvant chemotherapy, the above indicators were 1.17 cm(0.79 cm, 1.29 cm), 4.4 cm 2(2.5 cm 2, 6.1 cm 2), 30 HU(25 HU, 53 HU), respectively. The change rates of the maximum tumor height, the maximum tumor area, and enhanced CT value of the lesion were -23%(-42%, 9%), -51%(-60 %, -21%), -44%(-51%, 19%), respectively. For the 46 patients with poor response to neoadjuvant chemotherapy, the maximum tumor height, the maximum tumor area, enhanced CT value of the lesion were 1.57 cm(1.21 cm, 1.96 cm), 9.4 cm 2(6.6 cm 2, 13.1 cm 2), 60 HU(53 HU, 66 HU) before neoadjuvant chemotherapy, respectively. After neoadjuvant chemotherapy, the above indicators were 1.16 cm(0.94 cm, 1.37 cm), 6.2 cm 2(4.8 cm 2, 8.1 cm 2), 55 HU(47 HU, 65 HU), respectively. The change rates of the maximum tumor height, the maximum tumor area, and enhanced CT value of the lesion were -27%(-38%, -9%), -33%(-47%, -12%), -9%(-22%, 9%), respectively. There was no significant difference in the maximum tumor height, the maximum tumor area, enhanced CT value of the lesion before neoadjuvant chemotherapy between patients with different treatment response ( Z=-1.372, -1.372, -1.331, P>0.05). There was no significant difference in the maximum tumor height after neoadjuvant chemotherapy between patients with different treatment response ( Z=-0.503, P>0.05), while there were significant differences in the maximum tumor area and CT value of the lesion ( Z=-2.743, -3.049, P<0.05). There was no significant difference in the change rate of the maximum tumor height or the maximum tumor area between patients with different treatment response ( Z=0.000, -1.481, P>0.05), while there was a significant difference in the change rate of CT value of the lesion ( Z=-3.231, P<0.05). Conclusion:Effective response of AEG to neoadjuvant chemotherapy was characterized by the changes in tumor layered enhancement pattern, reduction in the maximum tumor area, reduced CT value of the lesion, negative infiltration of adventitia surface, and negative EMVI.
10.Texture features of pre-operative contrast enhanced MRI early phase images in predicting complete response for breast cancer after neoadjuvant chemotherapy
Kun CAO ; Hui LIU ; Bo ZHAO ; Yanling LI ; Yuhong QU ; Yingshi SUN
Chinese Journal of Radiology 2018;52(7):523-527
Objective To evaluate the ability of texture analysis in early phase of enhanced MRI in predicting pathological complete response(pCR) after neoadjuvant chemotherapy(NAC) for breast cancer. Methods This retrospective study enrolled 64 breast cancers samples from 64 patients that were diagnosed by core-needle biopsy and received NAC before operation in Peking University Cancer Hospital between July and Dec 2015. MRI were conducted after NAC. Regions of interest were drawn to cover the whole enhanced areas on subtraction images of early phase to pre-enhanced phase on MRI, and were sent to an in-house developed texture-analyzing software to achieve parameters including average signal intensity (SIav), mean signal intensity (SIm), signal intensity range(SIr), skewness, kurtosis, energy and entropy. Groups of pCR (no invasive tumor) and non-pCR were separated based on pathology results. Differences of MRI parameters were compared by independent-sample t test (normal distribution) or Mann-Whitney U test (abnormal distribution) and ROC curve were drawn to evaluate the diagnostic abilities. Results Post-operation pathology found 28 pCR and 36 non-pCR. ROIs of 13 samples were not drawn because no residual enhanced areas could be found on subtraction images of post-NAC MRI. For 51 lesions (17 pCR and 34 non-pCR) that still had residual enhancement, tumor volume, SIav, SIr, energy and entropy of pCR group were all significantly lower than that of non-pCR group (P<0.05). ROC curves were drawn, yielding AUC=0.669 for non-enhancement criterion, and the accuracy, sensitivity and specificity were 70.3%, 39.3% and 94.4%. AUCs for volume, SIav, SIr, Energy and Entropy were 0.870, 0.772, 0.810, 0.883 and 0.881 respectively. Conclusion Texture analysis on early-enhanced phase of breast MRI is able to help to improve the diagnostic ability in predicting complete response on in breast cancer after NAC.

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