Objective:To evaluate the human epidermal growth factor receptor 2(HER2)status in patients with breast cancer using multidetector computed tomography(MDCT)-based handcrafted and deep radiomics features.Methods:This re...Objective:To evaluate the human epidermal growth factor receptor 2(HER2)status in patients with breast cancer using multidetector computed tomography(MDCT)-based handcrafted and deep radiomics features.Methods:This retrospective study enrolled 339 female patients(primary cohort,n=177;validation cohort,n=162)with pathologically confirmed invasive breast cancer.Handcrafted and deep radiomics features were extracted from the MDCT images during the arterial phase.After the feature selection procedures,handcrafted and deep radiomics signatures and the combined model were built using multivariate logistic regression analysis.Performance was assessed by measures of discrimination,calibration,and clinical usefulness in the primary cohort and validated in the validation cohort.Results:The handcrafted radiomics signature had a discriminative ability with a C-index of 0.739[95%confidence interval(95%CI):0.661-0.818]in the primary cohort and 0.695(95%CI:0.609-0.781)in the validation cohort.The deep radiomics signature also had a discriminative ability with a C-index of 0.760(95%CI:0.690-0.831)in the primary cohort and 0.777(95%CI:0.696-0.857)in the validation cohort.The combined model,which incorporated both the handcrafted and deep radiomics signatures,showed good discriminative ability with a C-index of 0.829(95%CI:0.767-0.890)in the primary cohort and 0.809(95%CI:0.740-0.879)in the validation cohort.Conclusions:Handcrafted and deep radiomics features from MDCT images were associated with HER2 status in patients with breast cancer.Thus,these features could provide complementary aid for the radiological evaluation of HER2 status in breast cancer.展开更多
BACKGROUND Invasive lobular carcinomas(ILC)form 5%-10%of breast cancer and rarely show overexpression of human epidermal growth factor receptor 2(HER2).AIM To describe the prevalence and prognostic factors of HER2 pos...BACKGROUND Invasive lobular carcinomas(ILC)form 5%-10%of breast cancer and rarely show overexpression of human epidermal growth factor receptor 2(HER2).AIM To describe the prevalence and prognostic factors of HER2 positive(HER2+)ILC in an Asian population.METHODS A retrospective review of patients with ILC seen between January 1985 and March 2018 at various SingHealth medical institutions was conducted.Demographic and clinical data were collected from medical records.We examined clinicopathological characteristics and survival in relation to HER2 status.RESULTS A total of 864 patients were included.Prevalence of HER2 positivity was 10.1%(87 patients).Compared with HER2 negative(HER2-)ILC,HER2+ILC was associated with a higher proportion of estrogen receptor negative(24.4%vs 5.9%,P<0.001),progesterone receptor negative(PR-)(40.2%vs 24%,P=0.002)and grade 3 tumours(Grade 3,29.0%vs 10.2%,P<0.001).Overall survival rate was poorer in patients with HER2+compared to HER2-ILC(56.7%vs 72.9%alive at 10 years;hazard ratio 1.87,95%confidence interval:1.21-2.90,P=0.004).Based on multivariate analysis,negative prognostic factors for overall survival included HER2 positivity,PR negativity,older age,Indian ethnicity and higher tumour stage.CONCLUSION Prevalence of HER2+ILC was 10.1%.HER2+ILC was more likely to have poorer prognostic features such as estrogen receptor negative,PR-and higher tumour grade,and have a poorer survival.展开更多
Background Human epidermal growth factor receptor 2(HER2)-targeted agents have significantly improved the outcomes of patients with HER2-positive breast cancer;however,a large proportion of patients still develop resi...Background Human epidermal growth factor receptor 2(HER2)-targeted agents have significantly improved the outcomes of patients with HER2-positive breast cancer;however,a large proportion of patients still develop resistance to trastuzumab.In this study,we investigated the efficacy and safety of inetetamab,another anti-HER2 antibody,combined with pyrotinib and oral vinorelbine in patients with HER2-positive advanced breast cancer so as to provide new ideas for the treatment.Methods In this prospective,single-arm,phase 2 trial,patients with HER2-positive advanced breast cancer with disease progression after trastuzumab were recruited.Patients received a combination of inetetamab(loading dose of 8 mg/kg and subsequent doses of 6 mg/kg intravenously once every 3 weeks),pyrotinib(400 mg orally once daily),and vinorelbine(60 mg/m^(2)orally once weekly)until disease progression or intolerable toxicity.The primary endpoint was progression-free survival(PFS).The secondary endpoints included objective response rate(ORR),overall survival(OS),disease control rate(DCR),and safety.Results Between February 13,2022 and December 25,2022,30 patients were screened and enrolled in this study.The median age of the patients at enrollment was 54 years,12 patients(40.0%)had hormone-receptor-positive disease and 23 patients(76.7%)had visceral metastasis.The median PFS was 8.63 months(95%confidence interval[CI]4.15-13.12 months).The median OS was not reached.The ORR was 53.3%(16/30)and the DCR was 96.7%(29/30).The most common Grade III/IV adverse events were leukopenia(n=5,16.7%),neutropenia(n=4,13.3%),and diarrhea(n=3,10%).No treatment-related serious adverse events or deaths occurred.Conclusions The combination regimen of inetetamab,pyrotinib,and oral vinorelbine showed encouraging efficacy and favorable safety in patients with HER2-positive advanced breast cancer and could be considered as an alternative treatment option for the patients.展开更多
Background This study was designed in an attempt to determine the influence of neoadjuvant chemotherapy on estrogen receptor （ER）, progesterone receptor （PR）, human epidermal growth factor receptor 2 （Her-2）, an...Background This study was designed in an attempt to determine the influence of neoadjuvant chemotherapy on estrogen receptor （ER）, progesterone receptor （PR）, human epidermal growth factor receptor 2 （Her-2）, and Ki-67 expressions in patients with breast cancer. Methods Pre- and post-neoadjuvant chemotherapy, paired-tumor specimens from 103 patients with breast cancer administrated with anthracycline or anthracycline combined taxane regimen were collected. Immunohistochemical staining for ER, PR, Her-2, and Ki-67 was performed by the DAKO EnVision method. Results Among the 103 cases, five patients （4.9%） had a complete response （CR）, 82 （79.6%） partial response （PR）, 15 （14.6%） stable disease （SD）, and one （0.9%） progressive disease （PD）, yielding an overall response rate （CR ＋ PR） of 84.5%. Nine patients achieved pathological CR. There was a significant decrease in the average index of Ki-67 post- neoadjuvant chemotherapy, compared with that before chemotherapy （24.1% vs. 39.7%, P 〈0.001）. After neoadjuvant chemotherapy, the changes of Ki-67 in different subtypes of breast cancer were different （P 〈0.001）, and these changes correlated with response to neoadjuvant chemotherapy （P 〈0.001）. No significant changes in immunohistochemical expression were observed for ER, PR and Her-2. Conclusions Neoadjuvant chemotherapy apparently reduced Ki-67 index in primary breast carcinomas, but profiles for ER, PR and Her-2 were not significantly different before and after neoadjuvant chemotherapy. The change of Ki- 67 correlated with molecular subtypes and response to neoadjuvant chemotherapy, suggesting that Ki-67 index was a surrogate marker to predict the treatment response of neoadjuvant chemotherapy.展开更多
Background Accurate detection of human epidermal growth factor receptor 2 （HER2） expression and gene amplification is crucial for the application of HER2-specific therapy and for evaluating the response of patients ...Background Accurate detection of human epidermal growth factor receptor 2 （HER2） expression and gene amplification is crucial for the application of HER2-specific therapy and for evaluating the response of patients with breast cancer.A uniform and standard procedure of immunohistochemistry （IHC） and fluorescence in situ hybridization （FISH） needs to be established for evaluating the HER2 status in breast cancer tissues for the treatment of patients with real HER2-positive tumors.The present multicenter study was aimed to examine the HER2 status in breast cancer specimens from Chinese patients using both IHC and FISH methods.Methods A multicenter study was performed on the HER2 status in 3 149 breast cancer specimens from different ethnic populations and areas in China by IHC and FISH assays.The potential association of HER2 status with demographic and clinical characteristics was analyzed.Results The positive rates for HER2 over-expression and HER2 amplification were 23.3％ and 27.5％ in this study,respectively.The concordance between IHC and FISH was 71.2％ （K=0.494,P ＜0.001）.Furthermore,72.9％ of specimens with IHC 2＋ were negative to FISH.The discordance rates among laboratories were from 5％ to 28％ for IHC and 1％ to 16％ for FISH.HER2 amplification was associated significantly with advanced tumor stage （Ⅲ or Ⅳ,P=0.002）,large tumor size （＞5 cm,P=0.002）,moderate and poor histological grades （P ＜0.0001）,post-menopause （P ＜0.0001）,ER-PR-（P=0.002）,and having ＞4 lymph nodes affected （P ＜0.0001） in this population.The positive rates of HER2 amplification in specimens from Man and Hui Chinese were significantly higher than that in other Chinese populations.There are slightly higher positive rates of HER2 expression and amplification in Chinese patients with breast cancer.Conclusion These findings may provide new insights into understanding the epidemiological features of HER2 expression and amplification,and may be valuable for clinical practice.展开更多
基金supported by the National Key R&D Program of China(No.2017YFC1309100)the National Science Fund for Distinguished Young Scholars(No.81925023)+1 种基金the National Natural Science Foundation of China(No.81771912,81701662,81701782,81601469,and 81702322)Science and Technology Planning Project of Guangdong Province(No.2017B020227012)。
文摘Objective:To evaluate the human epidermal growth factor receptor 2(HER2)status in patients with breast cancer using multidetector computed tomography(MDCT)-based handcrafted and deep radiomics features.Methods:This retrospective study enrolled 339 female patients(primary cohort,n=177;validation cohort,n=162)with pathologically confirmed invasive breast cancer.Handcrafted and deep radiomics features were extracted from the MDCT images during the arterial phase.After the feature selection procedures,handcrafted and deep radiomics signatures and the combined model were built using multivariate logistic regression analysis.Performance was assessed by measures of discrimination,calibration,and clinical usefulness in the primary cohort and validated in the validation cohort.Results:The handcrafted radiomics signature had a discriminative ability with a C-index of 0.739[95%confidence interval(95%CI):0.661-0.818]in the primary cohort and 0.695(95%CI:0.609-0.781)in the validation cohort.The deep radiomics signature also had a discriminative ability with a C-index of 0.760(95%CI:0.690-0.831)in the primary cohort and 0.777(95%CI:0.696-0.857)in the validation cohort.The combined model,which incorporated both the handcrafted and deep radiomics signatures,showed good discriminative ability with a C-index of 0.829(95%CI:0.767-0.890)in the primary cohort and 0.809(95%CI:0.740-0.879)in the validation cohort.Conclusions:Handcrafted and deep radiomics features from MDCT images were associated with HER2 status in patients with breast cancer.Thus,these features could provide complementary aid for the radiological evaluation of HER2 status in breast cancer.
文摘BACKGROUND Invasive lobular carcinomas(ILC)form 5%-10%of breast cancer and rarely show overexpression of human epidermal growth factor receptor 2(HER2).AIM To describe the prevalence and prognostic factors of HER2 positive(HER2+)ILC in an Asian population.METHODS A retrospective review of patients with ILC seen between January 1985 and March 2018 at various SingHealth medical institutions was conducted.Demographic and clinical data were collected from medical records.We examined clinicopathological characteristics and survival in relation to HER2 status.RESULTS A total of 864 patients were included.Prevalence of HER2 positivity was 10.1%(87 patients).Compared with HER2 negative(HER2-)ILC,HER2+ILC was associated with a higher proportion of estrogen receptor negative(24.4%vs 5.9%,P<0.001),progesterone receptor negative(PR-)(40.2%vs 24%,P=0.002)and grade 3 tumours(Grade 3,29.0%vs 10.2%,P<0.001).Overall survival rate was poorer in patients with HER2+compared to HER2-ILC(56.7%vs 72.9%alive at 10 years;hazard ratio 1.87,95%confidence interval:1.21-2.90,P=0.004).Based on multivariate analysis,negative prognostic factors for overall survival included HER2 positivity,PR negativity,older age,Indian ethnicity and higher tumour stage.CONCLUSION Prevalence of HER2+ILC was 10.1%.HER2+ILC was more likely to have poorer prognostic features such as estrogen receptor negative,PR-and higher tumour grade,and have a poorer survival.
基金This study was supported by the Chinese Society of Clinical Oncology(CSCO)Research Foundation of Beijing(No.Y-pierrefabre202101-0109).
文摘Background Human epidermal growth factor receptor 2(HER2)-targeted agents have significantly improved the outcomes of patients with HER2-positive breast cancer;however,a large proportion of patients still develop resistance to trastuzumab.In this study,we investigated the efficacy and safety of inetetamab,another anti-HER2 antibody,combined with pyrotinib and oral vinorelbine in patients with HER2-positive advanced breast cancer so as to provide new ideas for the treatment.Methods In this prospective,single-arm,phase 2 trial,patients with HER2-positive advanced breast cancer with disease progression after trastuzumab were recruited.Patients received a combination of inetetamab(loading dose of 8 mg/kg and subsequent doses of 6 mg/kg intravenously once every 3 weeks),pyrotinib(400 mg orally once daily),and vinorelbine(60 mg/m^(2)orally once weekly)until disease progression or intolerable toxicity.The primary endpoint was progression-free survival(PFS).The secondary endpoints included objective response rate(ORR),overall survival(OS),disease control rate(DCR),and safety.Results Between February 13,2022 and December 25,2022,30 patients were screened and enrolled in this study.The median age of the patients at enrollment was 54 years,12 patients(40.0%)had hormone-receptor-positive disease and 23 patients(76.7%)had visceral metastasis.The median PFS was 8.63 months(95%confidence interval[CI]4.15-13.12 months).The median OS was not reached.The ORR was 53.3%(16/30)and the DCR was 96.7%(29/30).The most common Grade III/IV adverse events were leukopenia(n=5,16.7%),neutropenia(n=4,13.3%),and diarrhea(n=3,10%).No treatment-related serious adverse events or deaths occurred.Conclusions The combination regimen of inetetamab,pyrotinib,and oral vinorelbine showed encouraging efficacy and favorable safety in patients with HER2-positive advanced breast cancer and could be considered as an alternative treatment option for the patients.
文摘Background This study was designed in an attempt to determine the influence of neoadjuvant chemotherapy on estrogen receptor （ER）, progesterone receptor （PR）, human epidermal growth factor receptor 2 （Her-2）, and Ki-67 expressions in patients with breast cancer. Methods Pre- and post-neoadjuvant chemotherapy, paired-tumor specimens from 103 patients with breast cancer administrated with anthracycline or anthracycline combined taxane regimen were collected. Immunohistochemical staining for ER, PR, Her-2, and Ki-67 was performed by the DAKO EnVision method. Results Among the 103 cases, five patients （4.9%） had a complete response （CR）, 82 （79.6%） partial response （PR）, 15 （14.6%） stable disease （SD）, and one （0.9%） progressive disease （PD）, yielding an overall response rate （CR ＋ PR） of 84.5%. Nine patients achieved pathological CR. There was a significant decrease in the average index of Ki-67 post- neoadjuvant chemotherapy, compared with that before chemotherapy （24.1% vs. 39.7%, P 〈0.001）. After neoadjuvant chemotherapy, the changes of Ki-67 in different subtypes of breast cancer were different （P 〈0.001）, and these changes correlated with response to neoadjuvant chemotherapy （P 〈0.001）. No significant changes in immunohistochemical expression were observed for ER, PR and Her-2. Conclusions Neoadjuvant chemotherapy apparently reduced Ki-67 index in primary breast carcinomas, but profiles for ER, PR and Her-2 were not significantly different before and after neoadjuvant chemotherapy. The change of Ki- 67 correlated with molecular subtypes and response to neoadjuvant chemotherapy, suggesting that Ki-67 index was a surrogate marker to predict the treatment response of neoadjuvant chemotherapy.
文摘Background Accurate detection of human epidermal growth factor receptor 2 （HER2） expression and gene amplification is crucial for the application of HER2-specific therapy and for evaluating the response of patients with breast cancer.A uniform and standard procedure of immunohistochemistry （IHC） and fluorescence in situ hybridization （FISH） needs to be established for evaluating the HER2 status in breast cancer tissues for the treatment of patients with real HER2-positive tumors.The present multicenter study was aimed to examine the HER2 status in breast cancer specimens from Chinese patients using both IHC and FISH methods.Methods A multicenter study was performed on the HER2 status in 3 149 breast cancer specimens from different ethnic populations and areas in China by IHC and FISH assays.The potential association of HER2 status with demographic and clinical characteristics was analyzed.Results The positive rates for HER2 over-expression and HER2 amplification were 23.3％ and 27.5％ in this study,respectively.The concordance between IHC and FISH was 71.2％ （K=0.494,P ＜0.001）.Furthermore,72.9％ of specimens with IHC 2＋ were negative to FISH.The discordance rates among laboratories were from 5％ to 28％ for IHC and 1％ to 16％ for FISH.HER2 amplification was associated significantly with advanced tumor stage （Ⅲ or Ⅳ,P=0.002）,large tumor size （＞5 cm,P=0.002）,moderate and poor histological grades （P ＜0.0001）,post-menopause （P ＜0.0001）,ER-PR-（P=0.002）,and having ＞4 lymph nodes affected （P ＜0.0001） in this population.The positive rates of HER2 amplification in specimens from Man and Hui Chinese were significantly higher than that in other Chinese populations.There are slightly higher positive rates of HER2 expression and amplification in Chinese patients with breast cancer.Conclusion These findings may provide new insights into understanding the epidemiological features of HER2 expression and amplification,and may be valuable for clinical practice.
