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2.
Cancer ; 130(S8): 1513-1523, 2024 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-38427584

RESUMO

INTRODUCTION: The staging and treatment of axillary nodes in breast cancer have become a focus of research. For breast cancer patients with fine-needle aspiration-or core needle biopsy-confirmed positive nodes, axillary lymph node dissection (ALND) after neoadjuvant chemotherapy (NAC) is still a standard treatment. However, some patients achieve an axillary pathologic complete response (pCR) after NAC. In this study, the authors sought to construct a model to predict axillary pCR in patients with positive axillary lymph nodes (cN+) breast cancer. METHODS: Data from patients with pathologically proven cN+ breast cancer treated with NAC followed by ALND between January 2010 and April 2019 at the Peking University Cancer Hospital were reviewed. Axillary lymph node status was assessed using ultrasonography before and after NAC. The patient cohort was assigned to the construction and internal validation cohorts according to admission time. A nomogram was constructed based on the significant factors associated with axillary pCR. The predictive performance of the model was externally validated using data from Peking University First Hospital. RESULTS: This study included 953 and 267 patients from Peking University Cancer Hospital and Peking University First Hospital, respectively. In the construction cohort, 39.7% (238 of 600) of patients achieved axillary pCR after NAC. The result of multivariate logistic regression analysis showed that tumor grade, clinical nodal response, NAC regimen, tumor pCR, lymphovascular invasion, and tumor biologic subtype were significant independent predictors of ypN0 (p < 0.05). The areas under the receiver operating characteristic curves for the construction, validation, and independent testing cohorts were 0.87 (95% confidence interval [CI], 0.84-0.90), 0.83 (95% CI, 0.79-0.87), and 0.84 (0.79-0.89), respectively. CONCLUSIONS: A nomogram was constructed to predict the pCR of axillary lymph nodes after NAC for breast cancer. Validation of both the internal and external cohorts achieved good predictive performance, indicating that the model has preliminary clinical application prospects.


Assuntos
Neoplasias da Mama , Humanos , Feminino , Neoplasias da Mama/diagnóstico por imagem , Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/patologia , Nomogramas , Terapia Neoadjuvante , Resposta Patológica Completa , Metástase Linfática/patologia , Linfonodos/patologia , Excisão de Linfonodo , Ultrassonografia , Axila/patologia , Biópsia de Linfonodo Sentinela
3.
Br J Cancer ; 130(10): 1599-1608, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38519706

RESUMO

BACKGROUND: The contradictory role of CD8 + CD28- T cells in tumour immunity has been reported, while their biological and clinical significance in HER2-positive metastatic breast cancer (MBC) is still unknown. METHODS: HER2-positive MBC patients with no prior therapy in the metastatic setting were retrospectively recruited at two medical centres. Peripheral CD8 + CD28- T cells (pTCD8+CD28-) were detected at baseline and following therapeutic intervals. Progression-free survival (PFS) was compared according to pTCD8+CD28- levels. The molecular features of pTCD8+CD28- and its correlation with tumour immunity were also investigated. RESULTS: A total of 252 patients were enrolled, and the median follow-up time was 29.6 months. pTCD8+CD28- high at baseline has prolonged PFS compared to pTCD8+CD28- low (P = 0.001). Patients who maintained pTCD8+CD28- high had a longer PFS than those who kept pTCD8+CD28- low (P < 0.001). The enhanced pTCD8+CD28- level also indicates a longer PFS compared to pTCD8+CD28- low (P = 0.025). Here, pTCD8+CD28- was demonstrated as an antigen-experienced effector T cell. Higher IL-2 level (P = 0.034) and lower TGF-ß level (P = 0.016) in the serum and highly infiltrated CD8 + CD28- T cells (P = 0.037) were also connected to pTCD8+CD28- high. CONCLUSIONS: High pTCD8+CD28- level is associated with a favourable tumour immunity and a better PFS of HER2-targeting therapy in MBC patients.


Assuntos
Neoplasias da Mama , Antígenos CD28 , Linfócitos T CD8-Positivos , Receptor ErbB-2 , Humanos , Neoplasias da Mama/imunologia , Neoplasias da Mama/patologia , Neoplasias da Mama/tratamento farmacológico , Feminino , Receptor ErbB-2/metabolismo , Antígenos CD28/metabolismo , Linfócitos T CD8-Positivos/imunologia , Pessoa de Meia-Idade , Estudos Retrospectivos , Adulto , Idoso , Metástase Neoplásica , Intervalo Livre de Progressão
4.
Oncol Res Treat ; 47(3): 97-103, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38128508

RESUMO

INTRODUCTION: Mucinous cystadenocarcinoma (MCA) of the breast is an extremely rare type of breast carcinoma. Since its biological characteristics, treatment options, and clinical outcomes are unclear, there is a lack of consensus regarding the optimal management of this disease. Thus, our single case report will aid our understanding of its natural history, prognostic factors, and treatment strategies. CASE PRESENTATION: We presented a 54-year-old woman with a case of advanced MCA of the breast accompanied by a huge breast mass, lymph node involvement, and distant bone metastases. We diagnosed primary breast MCA through clinical examination, imaging, and immunohistochemical assessments. Subsequently, the patient was treated with a regimen of nab-paclitaxel and bevacizumab, resulting in a significant clinical response. Progression-free survival was maintained during the 6-month follow-up period. CONCLUSION: We present the first report worldwide of a rare case of MCA of the breast with a large local mass and bone metastases. Our report adds to the limited literature on this rare breast cancer subtype and highlights the importance of accurate diagnosis and appropriate management of aggressive breast tumors.


Assuntos
Neoplasias da Mama , Cistadenocarcinoma Mucinoso , Feminino , Humanos , Pessoa de Meia-Idade , Cistadenocarcinoma Mucinoso/diagnóstico , Cistadenocarcinoma Mucinoso/patologia , Mama/patologia , Neoplasias da Mama/patologia , Bevacizumab/uso terapêutico , Linfonodos/patologia
5.
Front Oncol ; 13: 1243118, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-38090493

RESUMO

Purpose: The purpose of this research is to evaluate the association between HER-2 expression and clinicopathological features in patients with non-muscle-invasive bladder cancer (NMIBC). Methods: Between 2019 and 2022, 204 patients treated with Transurethral resection of the bladder tumor (TURBT) were included in this study. Data of pathologic T (pT) stage, grades of the tumor, age, sex, tumor size and number of the tumors were collected and compared according to the expression level of the human epidermal growth factor 2 (HER-2). ROC curve analysis was performed to assess the discriminative ability of HER-2 expression for tumors grades and pT stage. Multivariable logistic regression analysis were used to evaluate the association between HER-2 expression and tumor grades and pT stage. Results: Patients were divided into low grade (110, 53.9%) and high grade groups (94, 46.1%) according to the tumor grade. Pathologic stage consisted of pTa in 166 (81.4%) and pT1 in 38 (18.6%). HER-2 expression was semi quantitatively scored to 0 in 44 (21.6%), 1 in 58 (28.4%), 2 in 91 (44.6%), and 3 in 11 (5.4%) cases. HER-2 expression was significantly associated with tumor stages and histological grades, but not with sex, tumor size or number of tumors. The AUC for combination of HER-2 expression with tumor stages and histological grades was 0.652 (p < 0.003) and 0.727 (p < 0.001), respectively. Conclusion: This study demonstrated that HER-2 expression is associated with tumor stages and histological grades in NMIBC. It has diagnostic value for cystoscopic biopsy.

8.
Cancer Res ; 83(18): 3131-3144, 2023 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-37433041

RESUMO

Neoadjuvant chemoimmunotherapy (NACI) has shown promise in the treatment of resectable esophageal squamous cell carcinoma (ESCC). The microbiomes of patients can impact therapy response, and previous studies have demonstrated that intestinal microbiota influences cancer immunotherapy by activating gut immunity. Here, we investigated the effects of intratumoral microbiota on the response of patients with ESCC to NACI. Intratumoral microbiota signatures of ß-diversity were disparate and predicted the treatment efficiency of NACI. The enrichment of Streptococcus positively correlated with GrzB+ and CD8+ T-cell infiltration in tumor tissues. The abundance of Streptococcus could predict prolonged disease-free survival in ESCC. Single-cell RNA sequencing demonstrated that responders displayed a higher proportion of CD8+ effector memory T cells but a lower proportion of CD4+ regulatory T cells. Mice that underwent fecal microbial transplantation or intestinal colonization with Streptococcus from responders showed enrichment of Streptococcus in tumor tissues, elevated tumor-infiltrating CD8+ T cells, and a favorable response to anti-PD-1 treatment. Collectively, this study suggests that intratumoral Streptococcus signatures could predict NACI response and sheds light on the potential clinical utility of intratumoral microbiota for cancer immunotherapy. SIGNIFICANCE: Analysis of intratumoral microbiota in patients with esophageal cancer identifies a microbiota signature that is associated with chemoimmunotherapy response and reveals that Streptococcus induces a favorable response by stimulating CD8+ T-cell infiltration. See related commentary by Sfanos, p. 2985.


Assuntos
Neoplasias Esofágicas , Carcinoma de Células Escamosas do Esôfago , Microbiota , Animais , Camundongos , Carcinoma de Células Escamosas do Esôfago/terapia , Carcinoma de Células Escamosas do Esôfago/patologia , Neoplasias Esofágicas/terapia , Linfócitos T CD8-Positivos , Imunoterapia , Microambiente Tumoral
9.
Biochem Biophys Res Commun ; 670: 109-116, 2023 08 30.
Artigo em Inglês | MEDLINE | ID: mdl-37290285

RESUMO

OBJECTIVES: Investigate the role of the Hippo-YAP signaling pathway in radioresistant Nasopharyngeal Carcinoma (NPC). METHODS: Establishment of radioresistant CNE-1 cells (CNE-1-RR) by gradually increasing ionizing radiation (IR) doses, and identifying the apoptosis of CNE-1-RR by flow cytometry. We employed immunoblot and immunofluorescence staining to detect the expression of YAP in both CNE-1-RR and control group cells. Moreover, we validated the role of YAP in CNE-1-RR by inhibiting its nuclear translocation. RESULTS: In contrast to the control group, radioresistant NPC cells demonstrated significant YAP dephosphorylation and nuclear translocation. CNE-1-RR cells exhibited enhanced activation of γ-H2AX (Ser139) upon exposure to IR and greater recruitment of double-strand breaks (DSBs) repair-related proteins. Additionally, inhibiting YAP nuclear translocation in radioresistant CNE-1-RR cells significantly increased their sensitivity to radiotherapy. CONCLUSIONS: The present investigation has unveiled the intricate mechanisms and physiological roles of YAP in CNE-1-RR cells exhibiting resistance to IR. Based on our findings, it can be inferred that a combinational therapeutic strategy involving radiotherapy and inhibitors that impede the nuclear translocation of YAP holds promising potential for treating radioresistant NPC.


Assuntos
Carcinoma , Neoplasias Nasofaríngeas , Proteínas de Sinalização YAP , Humanos , Apoptose , Carcinoma/radioterapia , Carcinoma/patologia , Linhagem Celular Tumoral , Carcinoma Nasofaríngeo/radioterapia , Neoplasias Nasofaríngeas/metabolismo , Tolerância a Radiação , Proteínas de Sinalização YAP/metabolismo
10.
NPJ Breast Cancer ; 9(1): 54, 2023 Jun 21.
Artigo em Inglês | MEDLINE | ID: mdl-37344451

RESUMO

There are few studies focus on post-neoadjuvant treatment in hormone receptor-positive (HR+)/human epidermal growth factor receptor 2-negative (HER2-)/lymph node-positive (LN+) breast cancer, a multi-center, open-label, randomized, controlled phase III trial was conducted to evaluate pathological response-guided non-cross-resistant adjuvant chemotherapy in patients with HR+/HER2-/LN+ breast cancer who were non-responsive to primary chemotherapy. Patients received four cycles of non-cross-resistant adjuvant chemotherapy plus endocrine therapy (ET), or ET alone. Forty patients responsive to neoadjuvant chemotherapy and with Miller and Payne G4 or G5 and LN- status were assigned to the observation group. Distant disease-free survival was the primary endpoint. The final intention-to-treat analysis comprised 379 patients. After a median follow-up period of 72.4 months, the 5-year distant disease-free survival was 92% and 90% in the chemotherapy plus ET and ET-alone groups, respectively. Comparatively, the observation group showed a trend towards better distant disease-free survival. For patients non-responsive to neoadjuvant chemotherapy, adjuvant non-cross-resistant chemotherapy did not significantly improve distant disease-free survival compared to ET alone.

11.
Front Oncol ; 13: 1138871, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37152036

RESUMO

Squamous cell lung carcinoma (LUSC) originates from squamous cells and has a high rate of metastasis and recurrence. The lack of effective genetic targets and specific therapies has resulted in a poor prognosis for patients with LUSC. Gastrointestinal metastasis of LUSC is a rare occurrence in clinical practice. Patients with gastrointestinal metastasis usually have worse overall survival and the process of diagnosis is more complicated than those with metastasis elsewhere. What's more, there are no helpful guidelines for treating patients with a clinically confirmed diagnosis of gastrointestinal metastasis, which means the treatment method is limited. Here, we review the clinical features, diagnosis, and treatment of LUSC patients with gastrointestinal metastasis and report a rare case of LUSC accompanied by gastrointestinal metastasis. The patient was admitted to the hospital with coughing and hemoptysis. A tumor was found in his lung, and lesions were initially controlled with standard treatment. The patient's tumor re-occurred again shortly for which treatment was lacking. Without effective treatment methods, the disease was difficult to control. Our learnings from the case demonstrate that LUSC metastasizes to secondary lymphoid organs of the gastrointestinal tract, usually with a poor prognosis.

12.
Oncologist ; 28(8): e617-e624, 2023 08 03.
Artigo em Inglês | MEDLINE | ID: mdl-36971495

RESUMO

BACKGROUND: The frequency of HER2 overexpression in bladder cancer is reported as 9%-61%. HER2 alteration correlates with aggressive disease in bladder cancer. Traditional anti-HER2 targeted therapy has failed to show clinical benefits in patients with advanced urothelial carcinoma . METHODS: The information on pathologically proven patients with urothelial carcinoma with detected HER2 status was collected from the database of Peking University Cancer Hospital. The HER2 expression, as well as its association with clinical characteristics and prognosis, was analyzed. RESULTS: A total of 284 consecutive patients with urothelial carcinoma were enrolled. HER2 was positive (IHC 2+/3+) in 44% of urothelial carcinoma. HER2 positivity was found more frequent in UCB than in UTUC (51% vs. 38%). Stage, radical surgery, and histological variant were associated with survival (P < .05). For metastatic patients, multivariate analysis shows that 3 indicators, including liver metastasis, the number of involved organs, and anemia, are independent risk factors of prognosis. Receiving immunotherapy or disitamab vedotin (DV) treatment is an independent protecting factor. The survival of patients with low HER2 expression was also significantly improved by the treatment of DV (P < .001). HER2 expression (IHC 1+, 2+, 3+) was associated with a better prognosis in this population. CONCLUSION: DV has improved the survival of patients with urothelial carcinoma in the real world. With the new-generation anti-HER2 ADC treatment, HER2 expression is no longer a poor prognostic factor.


Assuntos
Carcinoma de Células de Transição , Neoplasias da Bexiga Urinária , Humanos , Carcinoma de Células de Transição/genética , Carcinoma de Células de Transição/terapia , População do Leste Asiático , Prognóstico , Neoplasias da Bexiga Urinária/genética , Neoplasias da Bexiga Urinária/terapia
13.
STAR Protoc ; 4(1): 101940, 2023 03 17.
Artigo em Inglês | MEDLINE | ID: mdl-36520628

RESUMO

Here, we present optimized approaches to identify the efficiency of cancer cell phagocytosis by macrophages in vitro and in vivo. We describe the preparation and co-culture of macrophages and cancer cells, followed by in vitro phagocytosis assay using flow cytometry and confocal microscopy, respectively. We then detail the establishment of xenograft tumor mouse model and the in vivo detecting of phagocytosis efficiency by flow cytometry and qRT-PCR. This protocol provides a convenient way to assess macrophage-mediated phagocytosis of cancer cells. For complete details on the use and execution of this protocol, please refer to Xu et al.1.


Assuntos
Citofagocitose , Neoplasias , Humanos , Animais , Camundongos , Fagocitose , Macrófagos , Técnicas de Cocultura , Modelos Animais de Doenças
14.
Life (Basel) ; 14(1)2023 Dec 25.
Artigo em Inglês | MEDLINE | ID: mdl-38255647

RESUMO

As an important therapeutic target in breast cancer, HER2 expression assessed by immunohistochemistry plays a critical role in breast cancer treatment. Recent advances in HER2 antibody-drug conjugate therapy have enabled patients with HER2-low expression breast cancer to benefit from the drugs. However, it is not known whether the HER2-low expression in breast cancer FFPE blocks would be lost as storage time increased. In this study, we aimed to assess the loss of HER2 antigenicity in stored FFPE blocks of breast cancer and the rescue effect of modifying the protocol of antigen staining. We selected archived HER2-low breast cancer FFPE blocks with stored time ranging from 1 year to over 15 years and re-detected the expression of HER2. Our study showed that HER2 antigenicity loss increased with storage time and could cause false negativity in HER2-low detection. Moreover, we showed that by either increasing the antigen retrieval time or applying the tyramide signal amplification (TSA) kit, the HER2 signal can be rescued and detected in about half of the cases with HER2-low loss without causing false positivity.

15.
Int J Mol Sci ; 23(19)2022 Sep 29.
Artigo em Inglês | MEDLINE | ID: mdl-36232774

RESUMO

Androgen receptor (AR) expression is frequently observed in breast cancer, but its association with estrogen receptor (ER) expression in breast cancer remains unclear. This study analyzed the clinicopathological and molecular features associated with AR negativity in both ER-positive and ER-negative breast cancer, trying to elucidate the molecular correlation between AR and ER. Our results showed that AR negativity was associated with different clinicopathological characteristics and molecular features in ER-positive and ER-negative breast cancer. Moreover, AR-positive breast cancer has better clinicopathological features than AR-negative breast cancer, especially in the ER-negative subtype. These results suggest that the role of AR in ER-negative breast cancer is distinctive from that in ER-positive breast cancer.


Assuntos
Neoplasias da Mama , Receptores Androgênicos , Androgênios , Neoplasias da Mama/metabolismo , Feminino , Genômica , Humanos , Receptores Androgênicos/genética , Receptores Androgênicos/metabolismo , Receptores de Estrogênio/genética , Receptores de Estrogênio/metabolismo
16.
Regen Biomater ; 9: rbac051, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35958515

RESUMO

Targeting mitochondria via nano platform emerged as an attractive anti-tumor pathway due to the central regulation role in cellar apoptosis and drug resistance. Here, a mitochondria-targeting nanoparticle (TOS-PDA-PEG-TPP) was designed to precisely deliver polydopamine (PDA) as the photothermal agent and alpha-tocopherol succinate (α-TOS) as the chemotherapeutic drug to the mitochondria of the tumor cells, which inhibits the tumor growth through chemo- and photothermal- synergistic therapies. TOS-PDA-PEG-TPP was constructed by coating PDA on the surface of TOS NPs self-assembled by α-TOS, followed by grafting PEG and triphenylphosphonium (TPP) on their surface to prolong the blood circulation time and target delivery of TOS and PDA to the mitochondria of tumor cells. In vitro studies showed that TOS-PDA-PEG-TPP could be efficiently internalized by tumor cells and accumulated at mitochondria, resulting in cellular apoptosis and synergistic inhibition of tumor cell proliferation. In vivo studies demonstrated that TOS-PDA-PEG-TPP could be efficiently localized at tumor sites and significantly restrain the tumor growth under NIR irradiation without apparent toxicity or deleterious effects. Conclusively, the combination strategy adopted for functional nanodrugs construction aimed at target-delivering therapeutic agents with different action mechanisms to the same intracellular organelles can be extended to other nanodrugs-dependent therapeutic systems.

17.
Breast Cancer Res Treat ; 195(3): 301-310, 2022 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-35917052

RESUMO

PURPOSE: For estrogen receptor (ER)-positive breast cancer, neoadjuvant endocrine therapy (NET) has been shown to be as effective as neoadjuvant chemotherapy (NACT). We evaluated the prognostic significance of Preoperative Endocrine Prognostic Index (PEPI). METHODS: We conducted a prospective, multi-center, non-randomized, controlled trial that enrolled postmenopausal early-stage strongly ER-positive (≥ 50%) and HER2-negative breast cancer patients. All patients were given 4-month NET before surgery. The primary objective was to investigate the 5-year recurrence-free survival (RFS) in patients who had PEPI 0-1 or pathological complete response (pCR) without chemotherapy. Patients who had PEPI 0-1 or pCR were recommended to receive adjuvant endocrine therapy only and patients had PEPI ≥ 2 may receive adjuvant chemotherapy at the discretion of the treating physician. RESULTS: A total of 410 patients were included and 352 patients constituted the per-protocol population. Overall, 9 patients (2.5%) had pCR (ypT0/is ypN0), 128 patients (36.4%) had PEPI = 0, and 56 patients (15.9%) had PEPI = 1. After a median follow-up of 60 months (4-104 months), patients who had PEPI 0-1 or pCR showed an improved 5-year RFS [99.5% (95% CI 98.5-99.9%) for PEPI 0-1 or pCR group vs. 93.7% (95% CI 89.6-97.8%) for PEPI ≥ 2 group, P = 0.028]. No survival difference was detected between patients received adjuvant chemotherapy vs. no chemotherapy among PEPI ≥ 2 cases. CONCLUSION: PEPI 0-1 or pCR may be used to define a group of ER-positive and HER2-negative postmenopausal early breast cancer patients with low relapse risk for whom adjuvant chemotherapy can be safely withheld. Studies on the identification and alternative treatment options for endocrine-resistant tumors are warranted. CLINICAL TRIAL REGISTRATION: NCT01613560.


Assuntos
Neoplasias da Mama , Terapia Neoadjuvante , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Quimioterapia Adjuvante , Feminino , Humanos , Terapia Neoadjuvante/métodos , Recidiva Local de Neoplasia/tratamento farmacológico , Prognóstico , Estudos Prospectivos , Receptor ErbB-2/genética
18.
Comput Math Methods Med ; 2022: 5508301, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35855837

RESUMO

Homologous recombination deficiency which is currently measured by the homologous recombination deficiency (HRD) score including score of telomeric allelic imbalance (TAI), large-scale transition (LST), and loss of heterozygosity (LOH) is highly related with sensitivity to platinum-containing drug and PARP inhibitors. DNA helicases are essential components for the homologous recombination repair process in which DNA helicases unwind double-strand DNA utilizing ATP hydrolysis. In our study, the correlation between the expression of DNA helicase genes and HRD score in breast cancer was analyzed. The overexpression in half of the DNA helicase genes was found to be highly correlated with a high HRD score both in BRCA-mutated and BRCA wild-type breast cancer. Moreover, HRD score can be predicted by a linear function contributed by five DNA helicase genes. In conclusion, our study revealed a close relation between the overexpression of certain DNA helicase genes and the deficiency of homologous recombination repair in breast cancer.


Assuntos
Neoplasias da Mama , Neoplasias da Mama/genética , DNA Helicases/genética , Feminino , Recombinação Homóloga , Humanos , Perda de Heterozigosidade , Inibidores de Poli(ADP-Ribose) Polimerases
19.
Bioengineering (Basel) ; 9(6)2022 Jun 20.
Artigo em Inglês | MEDLINE | ID: mdl-35735504

RESUMO

Breast cancer is one of the most common types of cancer and is the leading cause of cancer-related death. Diagnosis of breast cancer is based on the evaluation of pathology slides. In the era of digital pathology, these slides can be converted into digital whole slide images (WSIs) for further analysis. However, due to their sheer size, digital WSIs diagnoses are time consuming and challenging. In this study, we present a lightweight architecture that consists of a bilinear structure and MobileNet-V3 network, bilinear MobileNet-V3 (BM-Net), to analyze breast cancer WSIs. We utilized the WSI dataset from the ICIAR2018 Grand Challenge on Breast Cancer Histology Images (BACH) competition, which contains four classes: normal, benign, in situ carcinoma, and invasive carcinoma. We adopted data augmentation techniques to increase diversity and utilized focal loss to remove class imbalance. We achieved high performance, with 0.88 accuracy in patch classification and an average 0.71 score, which surpassed state-of-the-art models. Our BM-Net shows great potential in detecting cancer in WSIs and is a promising clinical tool.

20.
Urol Oncol ; 40(8): 385.e1-385.e8, 2022 08.
Artigo em Inglês | MEDLINE | ID: mdl-35773144

RESUMO

OBJECTIVE: To investigate the clinicopathological characteristics, response to different treatment regimens, and prognostic factors of metastatic collecting duct carcinoma (CDC). PATIENTS AND METHODS: Information of patients with metastatic CDC was retrieved from a database including clinical and survival data. Survival outcomes were analyzed with the Kaplan-Meier method, and prognostic factors were identified with the Cox proportional hazard model. RESULTS: Fifty patients with metastatic CDC were included in this study. Most patients had an advanced T stage (58% T3-4) and high WHO/ISUP grade (86% G3-4). Twenty-nine patients (58%) developed metastases from an early stage, 42% had distant metastases at diagnosis, and 28% received cytoreductive nephrectomy. In the first-line setting, the objective response rate was 27.0%, and the median progression-free survival was 6.4 months (95%CI 4.9-7.9) for 37 patients who received chemotherapy combined with sorafenib. One PR was seen in 4 patients who received anti-PD-1 antibody plus axitinib. The median overall survival for the whole population was 12.6 months (95%CI 7.8-17.4). In univariate analyses, advanced T stage, East Cooperative Oncology Group Performance Score ≥1, anemia, elevated lactate dehydrogenase, and no response to first-line treatment was associated with poor prognosis (P < 0.05). In multivariate analyses, advanced T stage and anemia were independently associated with a poorer prognosis. The Memorial Sloan-Kettering Cancer Center (MSKCC) model (P = 0.002) predicted the prognosis of metastatic CDC patients more accurately than the International Metastatic Renal-Cell Carcinoma Database Consortium (IMDC) model (P = 0.063). CONCLUSION: T Stage and anemia were independent prognostic factors for metastatic CDC. MSKCC was more accurate than the IMDC model to predict the outcome. Chemotherapy plus sorafenib demonstrated substantial efficacy in the first-line setting. Anti-PD-1 plus axitinib showed a preliminary antitumor effect and is worthy of further exploration.


Assuntos
Carcinoma de Células Renais , Neoplasias Renais , Segunda Neoplasia Primária , Axitinibe/uso terapêutico , Carcinoma de Células Renais/patologia , Humanos , Neoplasias Renais/patologia , Prognóstico , Estudos Retrospectivos , Sorafenibe/uso terapêutico
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