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1.
Surg Innov ; : 15533506241262563, 2024 Jun 13.
Article in English | MEDLINE | ID: mdl-38867678

ABSTRACT

OBJECTIVE: Endoscopic surgery is an effective technique for preserving the nipple and areola, as well as for sentinel lymph node biopsy and breast implant reconstruction. However, the technical challenges associated with endoscopic surgery have limited its widespread adoption. METHODS: In the normal single-port endoscopic surgery, the ultrasonic knife was accessed through the retractor. In our modified procedure, a tiny 5 mm incision was made at the lateral margin underneath the breast, serving as the second entry port for the ultrasonic scalpel, which was referred to as the "Haigui-1 hole". Preoperative and postoperative indicators such as blood loss, operative time, and postoperative drainage volume were collected. Differences between parameters were compared using Student's t test. RESULTS: Endoscopic surgery with the assistance of the "Haigui-1 hole" led to preserved breast aesthetics with minimal scarring. Moreover, "Haigui-1 hole" surgery significantly reduced the operation time, intraoperative bleeding, and postoperative drainage volume compared to normal single-port endoscopic surgery. CONCLUSION: The "Haigui-1 hole" procedure, which involves the addition of a second entrance to improve the maneuverability of the ultrasonic knife, is worthy of further promotion.

2.
Hereditas ; 160(1): 2, 2023 Jan 25.
Article in English | MEDLINE | ID: mdl-36694223

ABSTRACT

BACKGROUND: Breast cancer is a heterogeneous group of diseases. The polarization of CD4+ T helper (Th) lymphocytes (mainly Th1 and Th2) may differ in breast cancers with different outcomes, but this has not been fully validated. METHODS: This study is a bioinformatic analysis, in which differentially expressed genes (DEGs) were identified in patients with low and high Th1/Th2 ratios. And then, DEG functions, hub genes and independent predictors were determined. RESULTS: Low Th1/Th2 ratio was associated with poor outcome in Luminal A and basal-like breast cancer (p < 0.05). GSEA and KEGG analysis of DEGs obtained from comparing low and high Th1/Th2 ratios illuminated downregulation of immune-related gene sets and pathways affecting Th1/Th2 balance toward Th2 polarization (p < 0.05). Survival and Cox analyses of all the DEGs confirmed CCL1 and MYH6 were independent protective factors and IFNK and SOAT2 were independent risk factors for basal-like breast cancer (95%CI: 1.06-2.5, p = 0.026). Then a four-gene signature was constructed and achieved a promising prognostic value (C-index = 0.82; AUC = 0.826). CONCLUSIONS: Low Th1/Th2 ratio predicts poor outcome in Luminal A and Basal-like breast cancer, and downregulation of immune-related gene sets and pathways contribute to Th1/Th2 balance toward Th2 polarization. CCL1, MYH6, IFNK, and SOAT2 have an independent prognostic value of survival outcome and might be novel markers in basal-like breast cancer.


Subject(s)
Breast Neoplasms , Th1 Cells , Th2 Cells , Female , Humans , Breast Neoplasms/genetics , Breast Neoplasms/metabolism , Prognosis , Th1 Cells/metabolism , Th2 Cells/metabolism , Sterol O-Acyltransferase 2
3.
Breast Cancer Res Treat ; 193(2): 393-403, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35304903

ABSTRACT

PURPOSE: Heme oxygenase-1 (HO-1) has complex biological function, and is a candidate oncogene with a wide variety of deleterious functions in breast cancer. Here, we evaluated the relationship between expression of HO-1 protein with clinical response to neoadjuvant chemotherapy (NAC) in breast cancer patients. METHODS: We used immunohistochemistry (IHC) to determine expression of HO-1 protein from core needle biopsy before NAC, then applied univariate and multivariate analyses to understand the relationship between HO-1 with pathological complete response (pCR) outcomes. Next, Kaplan-Meier and Log-rank tests were used to compare disease-free survival (DFS) and overall survival (OS), between groups, and Cox proportional hazards regression analysis applied for prognostic evaluation. RESULTS: A total of 575 patients with locally advanced invasive breast cancer were included in the study, of which 111 (19.3%) achieved pCR after NAC. Results from multivariate analysis showed that high HO-1 expression was an independent predictor of low pCR rate (OR 0.254, 95% CI 0.026-0.643, p = 0.002). Moreover, results from survival analysis showed that high HO-1 expression was significantly associated with shorter DFS (HR 4.843, 95% CI 1.205-32.572, p = 0.026), but not with OS (HR 3.219, 95% CI 0.928-32.124, p = 0.071). Furthermore, HO-1 expression was significantly associated with lower pCR rate (OR 0.102, 95% CI 0.013-0.352), p = 0.001), poor DFS (HR 8.562, 95% CI 1.592-34.950, p = 0.009), and OS (HR 7.835, 95% CI 1.220-56.213, p = 0.023) of patients with triple-negative breast cancer (TNBC) patients. CONCLUSION: Our results indicated that HO-1 expression is not only a biomarker for predicting pCR, but also a prognostic factor in breast cancer patients in a neoadjuvant setting, especially in TNBC subgroups.


Subject(s)
Breast Neoplasms , Heme Oxygenase-1 , Triple Negative Breast Neoplasms , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Breast Neoplasms/diagnosis , Breast Neoplasms/drug therapy , Chemotherapy, Adjuvant , Disease-Free Survival , Female , Heme Oxygenase-1/genetics , Humans , Neoadjuvant Therapy , Prognosis , Triple Negative Breast Neoplasms/diagnosis , Triple Negative Breast Neoplasms/drug therapy
4.
Biochem Biophys Res Commun ; 514(1): 24-30, 2019 06 18.
Article in English | MEDLINE | ID: mdl-31014671

ABSTRACT

Arachidonate lipoxygenase12 (Alox12) and its metabolites 12S-hydroxyeicosatetraenoic acid (12S-HETE) have been implicated in influencing tumor transformation and progression. In this study, we have systematically evaluated the expression, function and the downstream effectors of Alox12 in breast cancer using loss- and gain-of-function approaches. We demonstrated that both mRNA and protein levels of Alox12 were significantly increased in multiple breast cancer cell lines compared to normal breast cells. The upregulation of Alox12 expression was also observed in breast cancer tissues and their matched normal breast tissues obtained from patients. Functionally, we demonstrated that Alox12 overexpression was sufficient to stimulate growth in normal breast cells but not breast cancer cells. This also protects breast cancer cell from chemotherapy-induced growth arrest and apoptosis. In contrast, Alox12 depletion inhibited breast cancer growth and survival, and significantly enhanced the chemotherapeutic agents' efficacy. Mechanism studies showed that Alox12 depletion activated AMP-activated protein kinase (AMPK), leading to the inhibition of acetyl-CoA carboxylase1 (ACC1) enzyme activity and lipid synthesis. The recuse of the effects of Alox12 depletion using Alox12 metabolites 12S-HETE further confirmed that AMPK and its subsequent inhibition of ACC1 activity and lipid synthesis were the downstream signaling of Alox12 inhibition. Our findings highlighted the important role of Alox12 in breast cancer, particularly in response to chemotherapy. Our work also demonstrate that inhibiting Alox12 is a possible alternative therapeutic strategy to overcome chemoresistance in breast cancer.


Subject(s)
AMP-Activated Protein Kinases/metabolism , Antineoplastic Agents/pharmacology , Arachidonate 12-Lipoxygenase/genetics , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Breast Neoplasms/metabolism , Cell Line, Tumor , Enzyme Activation/drug effects , Female , Gene Expression Regulation, Neoplastic/drug effects , Humans , Lipogenesis/drug effects , RNA Interference , Up-Regulation/drug effects
5.
Biol Pharm Bull ; 42(6): 892-899, 2019 Jun 01.
Article in English | MEDLINE | ID: mdl-30956264

ABSTRACT

Triptolide has been indicated potent anti-cancer effect involving multiple molecular targets and signaling pathways. High-mobility group box 1 (HMGB1) is a highly conserved DNA-binding protein taking part in breast cancer development. The therapeutic effect of triptolide on HMGB1 has not been reported. Thus, our study aims to clarify the role of HMGB1 in triptolide-induced anti-growth effect on breast cancer in vitro and in vivo. We demonstrated that triptolide significantly suppressed growth of breast cancer cells by inhibition of cell viability, clonogenic ability. Further studies evidenced that triptolide treatment not only inhibited HMGB1 mRNA expression, but also decreased supernatant level of HMGB1 in vitro. In line with these observations, exogenous recombinant HMGB1 (rHMGB1) promoted cell proliferation of breast cancer, and triptolide reversed the rHMGB1-promoted proliferative effect. As well, triptolide enhanced the anti-proliferative activity of ethyl pyruvate (EP) (HMGB1 inhibitor). Furthermore, downstream correlation factors (Toll-like receptor 4 (TLR4) and phosphorylated-nuclear factor-kappaB (NF-κB) p65) of HMGB1 were significantly decreased in vitro after triptolide treatment. Consistantly, we confirmed that tumor growth was significantly inhibited after triptolide treatment in vivo. Meanwhile, immunohistochemical analyses showed that triptolide treatment significantly decreased the level of cytoplasmic HMGB1 and TLR4 expression, whereas the expression of NF-κB p65 was relatively higher in cytoplasm, and conversely lower in nucleus as compared to the control group. Collectively, these results demonstrate that triptolide suppresses the growth of breast cancer cells via reduction of HMGB1 expression in vitro and in vivo, which may provide new insights into the treament of breast cancer.


Subject(s)
Antineoplastic Agents/pharmacology , Breast Neoplasms/drug therapy , Diterpenes/pharmacology , HMGB1 Protein/antagonists & inhibitors , Phenanthrenes/pharmacology , Animals , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Cell Line, Tumor , Cell Proliferation/drug effects , Cell Survival/drug effects , Epoxy Compounds/pharmacology , Female , HMGB1 Protein/biosynthesis , HMGB1 Protein/genetics , HMGB1 Protein/pharmacology , Humans , MCF-7 Cells , Mice , Mice, Inbred BALB C , Molecular Targeted Therapy , NF-kappa B/metabolism , RNA, Messenger/antagonists & inhibitors , RNA, Messenger/biosynthesis , RNA, Messenger/genetics , Recombinant Proteins/pharmacology , Signal Transduction/drug effects , Toll-Like Receptor 4/metabolism , Tumor Stem Cell Assay , Xenograft Model Antitumor Assays
6.
Biol Pharm Bull ; 42(4): 580-585, 2019 Apr 01.
Article in English | MEDLINE | ID: mdl-30674757

ABSTRACT

Chinese tree shrew, an animal exhibited closer evolutionary relationship with humans compared to rodents, is getting increasingly attentions as an appealing experimental animal model for human diseases. However, a high-efficiency and stable method to establish tree shrew breast precancerous lesions model has not been clearly elucidated. Thus, the current study aimed to explore the way of establishing breast precancerous model in tree shrew and investigate the pathologic characteristics of induced breast precancerous lesions. The results indicated that 7,12-dimethylbenz(a)anthracene (DMBA) could induce breast lesions in tree shrews. However, comparing to DMBA alone, an addition of medroxyprogesterone acetate (MPA) to DMBA critically increased the rate of induced breast lesion in tree shrews. Half of induced breast lesions were intraductal papilloma and the others were atypical ductal hyperplasia. Induced lesions showed positive expression of estrogen receptor α (ERα), progesterone receptor (PR) and cytokeratin 5/6 (CK5/6), but negative expression of human epidermal growth factor receptor-2 (Her-2). The expression of B cell lymphoma-extra large (Bcl-xl) was significantly higher and the expression of B cell lymphoma 2 associated X protein (Bax) was significantly lower in the precancerous lesions (atypical ductal hyperplasia) compared to benign tumor (intraductal papilloma). These results suggest that DMBA is able to induce breast lesions in tree shrews. Combination of DMBA and MPA may be more effective to establish breast precancerous lesion tree shrew models. Tree shrew might be a promising animal model for studying the tumorogenesis of breast cancer.


Subject(s)
9,10-Dimethyl-1,2-benzanthracene/pharmacology , Mammary Neoplasms, Experimental/chemically induced , Medroxyprogesterone Acetate/pharmacology , Precancerous Conditions/chemically induced , Tupaiidae , Animals , Drug Synergism , Estrogen Receptor alpha/metabolism , Female , Keratin-5/metabolism , Keratin-6/metabolism , Mammary Neoplasms, Experimental/metabolism , Mammary Neoplasms, Experimental/pathology , Precancerous Conditions/metabolism , Receptor, ErbB-2/metabolism , Receptors, Progesterone/metabolism
7.
Biochem Biophys Res Commun ; 502(3): 351-357, 2018 07 20.
Article in English | MEDLINE | ID: mdl-29807012

ABSTRACT

Sirtuin 1 (SIRT1), class III histone deacetylase, plays an important character in cell proliferation, cell cycle, apoptosis, energy metabolism and DNA repair. In recent years, researchers have attached increasing attention on the role of SIRT1 in tumorigenesis, development and drug resistance. The effect of SIRT1 on breast cancer is still controversial and its exact role remains to be elucidated. In the present study, we investigated the significant role of SIRT1 in breast cancer by exploring the effect of SIRT1 on DNA polymerase delta1 (POLD1), the gene coding for DNA polymerase δ catalytic subunit p125. Immunohistochemistry showed that the protein expression level of SIRT1 was higher in breast cancer tissues relative to adjacent normal tissues. Knockdown of SIRT1 by shRNA decreased the proliferation, migration, and invasion of human breast cancer cell line MCF-7, while the overexpression of SIRT1 promoted the proliferation, migration, and invasion of MCF-7 cells. Clinically, the immunohistochemistry results revealed that the expression of SIRT1 was positively correlated with p125. Further analysis demonstrated that silencing of SIRT1 increased the expression of p53, while the expression level of POLD1/p125 decreased, and the result by overexpressing SIRT1 was opposite. Collectively, these data suggest that SIRT1 is an oncogenic factor in breast cancer cells and can be involved in the progression of breast cancer by inhibiting p53 and activating POLD1. Our finding provides new insights into the mechanisms of breast cancer.


Subject(s)
Breast Neoplasms/metabolism , DNA Polymerase III/metabolism , Sirtuin 1/metabolism , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Cell Movement/genetics , Cell Movement/physiology , Cell Proliferation/genetics , Cell Proliferation/physiology , DNA Polymerase III/genetics , Female , Gene Expression Regulation, Enzymologic , Gene Expression Regulation, Neoplastic , Gene Knockdown Techniques , Genes, p53 , Humans , Immunohistochemistry , MCF-7 Cells , Neoplasm Invasiveness/genetics , Neoplasm Invasiveness/physiopathology , RNA, Small Interfering/genetics , Sirtuin 1/antagonists & inhibitors , Sirtuin 1/genetics , Up-Regulation
8.
Sheng Li Xue Bao ; 70(5): 497-503, 2018 Oct 25.
Article in Zh | MEDLINE | ID: mdl-30377688

ABSTRACT

This work aimed to observe the effects of short hairpin RNA (shRNA)-silenced FBI-1 (factor that binds to the inducer of short transcripts of human immunodeficiency virus-1) on proliferation and apoptosis of triple-negative breast cancer cell line MDA-MB-231. qRT-PCR and Western blot analysis were applied to detect the mRNA and/or protein expression of FBI-1, Bcl-2, Bax, cleaved-Caspase 3 and Survivin. RNA interference method was used to silence FBI-1 expression in MDA-MB-231 cells. CCK-8 and colony formation assay were employed to detect the cell proliferation. Flow cytometry was employed for examining cell apoptosis. In vivo tumorigenicity of MDA-MB-231 cells was detected by tumor transplantation in nude mice. The results showed that the mRNA and protein expressions of FBI-1 were higher in MDA-MB-231 cells compared with those in normal human mammary epithelial cells MCF-10A. FBI-1 gene silencing inhibited proliferation and induced apoptosis of MDA-MB-231 cells in vitro, together with decreased Bcl-2 and Survivin protein expression, increased Bax protein expression and activated Caspase 3. Moreover, FBI-1 gene silencing inhibited the tumorigenesis of MDA-MB-231 cells in vivo. These results suggest that silencing of FBI-1 gene inhibits proliferation, induces apoptosis and suppresses the tumorigenesis of MDA-MB-231 cells.


Subject(s)
Apoptosis , Cell Proliferation , DNA-Binding Proteins/genetics , RNA Interference , Transcription Factors/genetics , Triple Negative Breast Neoplasms/genetics , Animals , Caspase 3/metabolism , Cell Line, Tumor , Humans , Mice , Mice, Nude , Proto-Oncogene Proteins c-bcl-2/metabolism , RNA, Messenger , RNA, Small Interfering , Survivin/metabolism , Triple Negative Breast Neoplasms/pathology , bcl-2-Associated X Protein/metabolism
9.
Cancer Sci ; 106(8): 1023-32, 2015 Aug.
Article in English | MEDLINE | ID: mdl-26041409

ABSTRACT

Chemotherapeutic resistance in breast cancer, whether acquired or intrinsic, remains a major clinical obstacle. Thus, increasing tumor cell sensitivity to chemotherapeutic agents will be helpful in improving the clinical management of breast cancer. In the present study, we found an induction of HO-1 expression in doxorubicin (DOX)-treated MDA-MB-231 human breast adenocarcinoma cells, which showed insensitivity to DOX treatment. Knockdown HO-1 expression dramatically upregulated the incidence of MDA-MB-231 cell death under DOX treatment, indicating that HO-1 functions as a critical contributor to drug resistance in MDA-MB-231 cells. We further observed that DOX exposure induced a cytoprotective autophagic flux in MDA-MB-231 cells, which was dependent on HO-1 induction. Moreover, upregulation of HO-1 expression required the activation of both signal transducer and activator of transcription (STAT)3 and its upstream regulator, protein kinase Src. Abrogating Src/STAT3 pathway activation attenuated HO-1 and autophagy induction, thus increasing the chemosensitivity of MDA-MB-231 cells. Therefore, we conclude that Src/STAT3-dependent HO-1 induction protects MDA-MB-231 breast cancer cells from DOX-induced death through promoting autophagy. In the following study, we further demonstrated the contribution of Src/STAT3/HO-1/autophagy pathway activation to DOX resistance in another breast cancer cell line, MDA-MB-468, which bears a similar phenotype to MDA-MB-231 cells. Therefore, activation of Src/STAT3/HO-1/autophagy signaling pathway might play a general role in protecting certain subtypes of breast cancer cells from DOX-induced cytotoxicity. Targeting this signaling event may provide a potential approach for overcoming DOX resistance in breast cancer therapeutics.


Subject(s)
Breast Neoplasms/metabolism , Drug Resistance, Neoplasm/physiology , Heme Oxygenase-1/metabolism , STAT3 Transcription Factor/metabolism , src-Family Kinases/metabolism , Antineoplastic Agents/pharmacology , Autophagy/physiology , Blotting, Western , Cell Line, Tumor , Doxorubicin/pharmacology , Female , Humans , Signal Transduction/physiology , Transfection
10.
Pharmazie ; 70(5): 283-8, 2015 May.
Article in English | MEDLINE | ID: mdl-26062294

ABSTRACT

A detailed impurity study was conducted on tenofovir, (R)-({[1-(6-amino-9H-purin-9-yl)propan-2-yl]oxy}methyl)phosphonic acid (1), which is the key starting material of manufacturing the active pharmaceutical ingredient (API) tenofovir disoproxil fumarate (2) based on a recently reported procedure. The major impurities generated in the production of tenofovir (1) have been synthesized, characterized and confirmed. The possible formation mechanisms of these impurities were elucidated herein, which would help to understand the process. In addition, this work will also improve the quality control during manufacturing tenofovir and tenofovir disoproxil fumarate (2).


Subject(s)
Adenine/analogs & derivatives , Organophosphonates/analysis , Reverse Transcriptase Inhibitors/analysis , Adenine/analysis , Adenine/chemical synthesis , Drug Contamination , Indicators and Reagents , Magnetic Resonance Spectroscopy , Mass Spectrometry , Organophosphonates/chemical synthesis , Organophosphorus Compounds/analysis , Quality Control , Reverse Transcriptase Inhibitors/chemical synthesis , Tenofovir
11.
Front Microbiol ; 15: 1269558, 2024.
Article in English | MEDLINE | ID: mdl-38860221

ABSTRACT

Background: The relationship between gut microbiota and breast cancer has been extensively studied; however, changes in gut microbiota after breast cancer surgery are still largely unknown. Materials and methods: A total of 20 patients with breast cancer underwent routine open surgery at the First Affiliated Hospital of Hainan Medical College from 1 June 2022 to 1 December 2022. Stool samples were collected from the patients undergoing mastectomy for breast cancer preoperatively, 3 days later, and 7 days later postoperatively. The stool samples were subjected to 16s rRNA sequencing. Results: Surgery did not affect the α-diversity of gut microbiota. The ß-diversity and composition of gut microorganisms were significantly affected by surgery in breast cancer patients. Both linear discriminant analysis effect size (LEfSe) analysis and between-group differences analysis showed that surgery led to a decrease in the abundance of Firmicutes and Lachnospiraceae and an increase in the abundance of Proteobacteria and Enterobacteriaceae. Moreover, 127 differential metabolites were screened and classified into 5 categories based on their changing trends. The Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis showed significant changes in the phenylalanine metabolic pathway and exogenous substance metabolic pathway. Eight characterized metabolites were screened using ROC analysis. Conclusion: Our study found that breast cancer surgery significantly altered gut microbiota composition and metabolites, with a decrease in beneficial bacteria and an increase in potentially harmful bacteria. This underscores the importance of enhanced postoperative management to optimize gut microbiota.

12.
World Neurosurg ; 186: e614-e621, 2024 06.
Article in English | MEDLINE | ID: mdl-38593911

ABSTRACT

BACKGROUND: Patients with leptomeningeal carcinomatosis (LMC) experience a poor prognosis and rapid progression, and cerebrospinal fluid drainage (CSFD) is used to manage intracranial hypertension and hydrocephalus in LMC patients. This study aims to describe a novel discovery of preoperative radiological features in patients who underwent CSFD for LMC. METHODS: A retrospective review was conducted during the past 5 years of LMC patients with intracranial hypertension and hydrocephalus who underwent CSFD. We evaluated the patients' preoperative radiological features, clinical characteristics, and survival times. RESULTS: A total of 36 patients were included. Of the 36 patients, 34 underwent ventriculoperitoneal shunting, and 2 patients underwent only external ventricular drainage due to rapid progression. The median preoperative Karnofsky performance scale score was 40.0 (interquartile range [IQR], 20.0-40.0). The median survival time after surgery was 5 months (IQR, 0.00-10.43 months). Of the 36 patients, 24 (66.7%) had supratentorial cerebral edema before surgery, including 14 patients (38.9%) with features of disproportionately enlarged subarachnoid space hydrocephalus (DESH). Four patients (11.1%) exhibited cerebellar swelling and had a median survival time of 0.27 month (IQR, 0.00-0.56 month). Nine patients (25%) have enhancement lesions on the cerebellum. The survival curve analysis shows that patients with features of cerebellar enhancement have shorter survival times than other patients. Patients with DESH features have longer survival times compared with those with global cerebral edema. CONCLUSIONS: Patients with radiological features of cerebellar enhancement have shorter postoperative survival than other patients; however, those with supratentorial cerebral edema, especially features of DESH, could benefit from CSFD. Patients with cerebellar swelling should avoid undergoing CSFD.


Subject(s)
Drainage , Hydrocephalus , Meningeal Carcinomatosis , Humans , Male , Meningeal Carcinomatosis/diagnostic imaging , Meningeal Carcinomatosis/surgery , Female , Middle Aged , Retrospective Studies , Drainage/methods , Adult , Hydrocephalus/surgery , Hydrocephalus/diagnostic imaging , Hydrocephalus/etiology , Aged , Ventriculoperitoneal Shunt , Brain Edema/diagnostic imaging , Brain Edema/etiology , Intracranial Hypertension/diagnostic imaging , Intracranial Hypertension/etiology , Intracranial Hypertension/surgery
13.
Sci Rep ; 14(1): 15561, 2024 Jul 06.
Article in English | MEDLINE | ID: mdl-38969798

ABSTRACT

Breast cancer metastasis significantly impacts women's health globally. This study aimed to construct predictive models using clinical blood markers and ultrasound data to predict distant metastasis in breast cancer patients, ensuring clinical applicability, cost-effectiveness, relative non-invasiveness, and accessibility of these models. Analysis was conducted on data from 416 patients across two centers, focusing on clinical blood markers (tumor markers, liver and kidney function indicators, blood lipid markers, cardiovascular biomarkers) and maximum lesion diameter from ultrasound. Feature reduction was performed using Spearman correlation and LASSO regression. Two models were built using LightGBM: a clinical model (using clinical blood markers) and a combined model (incorporating clinical blood markers and ultrasound features), validated in training, internal test, and external validation (test1) cohorts. Feature importance analysis was conducted for both models, followed by univariate and multivariate regression analyses of these features. The AUC values of the clinical model in the training, internal test, and external validation (test1) cohorts were 0.950, 0.795, and 0.883, respectively. The combined model showed AUC values of 0.955, 0.835, and 0.918 in the training, internal test, and external validation (test1) cohorts, respectively. Clinical utility curve analysis indicated the combined model's superior net benefit in identifying breast cancer with distant metastasis across all cohorts. This suggests the combined model's superior discriminatory ability and strong generalization performance. Creatine kinase isoenzyme (CK-MB), CEA, CA153, albumin, creatine kinase, and maximum lesion diameter from ultrasound played significant roles in model prediction. CA153, CK-MB, lipoprotein (a), and maximum lesion diameter from ultrasound positively correlated with breast cancer distant metastasis, while indirect bilirubin and magnesium ions showed negative correlations. This study successfully utilized clinical blood markers and ultrasound data to develop AI models for predicting distant metastasis in breast cancer. The combined model, incorporating clinical blood markers and ultrasound features, exhibited higher accuracy, suggesting its potential clinical utility in predicting and identifying breast cancer distant metastasis. These findings highlight the potential prospects of developing cost-effective and accessible predictive tools in clinical oncology.


Subject(s)
Biomarkers, Tumor , Breast Neoplasms , Neoplasm Metastasis , Humans , Breast Neoplasms/blood , Breast Neoplasms/pathology , Breast Neoplasms/diagnostic imaging , Female , Biomarkers, Tumor/blood , Middle Aged , Adult , Ultrasonography/methods , Aged
14.
Front Oncol ; 14: 1409273, 2024.
Article in English | MEDLINE | ID: mdl-38947897

ABSTRACT

Objective: This study aims to develop an artificial intelligence model utilizing clinical blood markers, ultrasound data, and breast biopsy pathological information to predict the distant metastasis in breast cancer patients. Methods: Data from two medical centers were utilized, Clinical blood markers, ultrasound data, and breast biopsy pathological information were separately extracted and selected. Feature dimensionality reduction was performed using Spearman correlation and LASSO regression. Predictive models were constructed using LR and LightGBM machine learning algorithms and validated on internal and external validation sets. Feature correlation analysis was conducted for both models. Results: The LR model achieved AUC values of 0.892, 0.816, and 0.817 for the training, internal validation, and external validation cohorts, respectively. The LightGBM model achieved AUC values of 0.971, 0.861, and 0.890 for the same cohorts, respectively. Clinical decision curve analysis showed a superior net benefit of the LightGBM model over the LR model in predicting distant metastasis in breast cancer. Key features identified included creatine kinase isoenzyme (CK-MB) and alpha-hydroxybutyrate dehydrogenase. Conclusion: This study developed an artificial intelligence model using clinical blood markers, ultrasound data, and pathological information to identify distant metastasis in breast cancer patients. The LightGBM model demonstrated superior predictive accuracy and clinical applicability, suggesting it as a promising tool for early diagnosis of distant metastasis in breast cancer.

16.
Sci Rep ; 13(1): 6211, 2023 04 17.
Article in English | MEDLINE | ID: mdl-37069240

ABSTRACT

IKKα has been shown to be responsible of multiple pro-tumorigenic functions and therapy resistance independent of canonical NF-κB, but its role in acquired chemotherapy resistance in breast cancer remains unclarified. In this study, we obtained pre-treatment biopsy and post-treatment mastectomy specimens from a retrospective cohort of triple-negative breast cancer (TNBC) patients treated with neoadjuvant chemotherapy(NAC) (n = 43). Immunohistochemical methods were used to detect the expression of IKKα before and after NAC, and the relationship between IKKα and the pathologic response to NAC was examined. In addition, we developed a new ADR-resistant MDA-MB-231 cell line(MDA-MB-231/ADR) and analyzed these cells for changes in IKKα expression, the role and mechanisms of the increased IKKα in promoting drug resistance were determined in vitro and in vivo. We demonstrated that the expression of IKKα in residual TNBC tissues after chemotherapy was significantly higher than that before chemotherapy, and was positively correlated with lower pathological reaction. IKKα expression was significantly higher in ADR-resistant TNBC cells than in ADR-sensitive cells, IKKα knockdown results in apoptotic cell death of chemoresistant cells upon drug treatment. Moreover, IKKα knockdown promotes chemotherapeutic drug-induced tumor cell death in an transplanted tumor mouse model. Functionally, we demonstrated that IKKα knockdown significantly upregulated the expression of cleaved caspase 3 and Bax and inhibited the expression of Bcl-2 upon ADR treatment. Our findings highlighted that IKKα exerts an important and previously unknown role in promoting chemoresistance in TNBC, combining IKKα inhibition with chemotherapy may be an effective strategy to improve treatment outcome in chemoresistant TNBC patients.


Subject(s)
Antineoplastic Agents , Triple Negative Breast Neoplasms , Humans , Animals , Mice , Triple Negative Breast Neoplasms/drug therapy , Triple Negative Breast Neoplasms/genetics , Triple Negative Breast Neoplasms/metabolism , I-kappa B Kinase/metabolism , Doxorubicin/pharmacology , Doxorubicin/therapeutic use , Retrospective Studies , Mastectomy , Apoptosis , Antineoplastic Agents/pharmacology , Cell Line, Tumor , Drug Resistance, Neoplasm
17.
Iran J Basic Med Sci ; 25(5): 652-658, 2022 May.
Article in English | MEDLINE | ID: mdl-35911648

ABSTRACT

Objectives: This study aimed to verify whether curcumol combined with paclitaxel exerted synergistic antiproliferative and proapoptotic effects in MDA-MB-231 mammary cancer cells. Materials and Methods: The effects of different concentrations of CC, PTX, and their combination on the proliferation of MDA-MB-231 mammary cancer cells were determined by CCK-8 laboratory tests. Combination index (CI) was calculated using CompuSyn software. Colony formation assays, Hoechst 33258 immunofluorescence staining, and flow cytometry were carried out to observe proliferation and apoptosis in each group. The protein expression of PCNA, Bcl-2, Bax, ZBTB7A, p-p65, and NF-ƙB p65 was detected by western blotting. The xenograft tumor volume and body mass of nude mice were measured. Immunohistochemistry was used to detect the expression of PCNA , NF-B p65 and ZBTB7A. TUNEL and DAPI staining were used to detect the apoptosis of tumor cells. Results: Curcumol combined with paclitaxel exerted a significant inhibitory effect on proliferation of MDA-MB-231 cells in the CCK-8 laboratory test. Hoechst 33258 immunofluorescence staining, flow cytometry, TUNEL, and DAPI apoptosis staining demonstrated that cell apoptosis was the highest in the CC+PTX group in vivo and in vitro. Expression of PCNA, Bcl-2, ZBTB7A, p-p65, and NF-B p65 was lowest in the CC+PTX group, while the expression of Bax was highest. The growth of xenograft tumors in the CC+PTX group was most notably suppressed. Immunohistochemistry showed that expression of PCNA, ZBTB7A, and NF-ƙB p65 was the lowest in the CC+PTX group. Conclusion: Curcumol combined with paclitaxel exerted a synergistic antiproliferative and proapoptotic effect on triple-negative breast cancer cells.

18.
Transl Cancer Res ; 11(5): 1362-1371, 2022 May.
Article in English | MEDLINE | ID: mdl-35706822

ABSTRACT

Background: Long non-coding RNA (LncRNA) play roles in different diseases, LncRNA is differentially expressed in diffuse large B cell lines with varying degrees of resistance to rituximab. Methods: In the GEO database (GSE159852), we found that CHROMR (cholesterol induced regulator of metabolism RNA) may be differentially expressed in different rituximab-resistant diffuse large B lymphoma cell lines. We also verified the expression level in cell lines and verified the role of CHROMR in acquiring cell drug resistance through various biological function experiments. We predict that there may be a potential regulatory mechanism for CHROMR and validated it. Results: We found that CHROMR was differentially expressed in different rituximab-resistant cell lines. When the rituximab-sensitive cell line SU_DHL_4 was stimulated by rituximab, flow experiments demonstrated that overexpression of CHROMR could reduce the level of cell apoptosis and the proportion of arrested cells in the G2/M phase of the cell cycle. cck8 experiments demonstrated that overexpression of CHROMR increased cell proliferation. Western Blot (WB) experiments confirmed that overexpression of CHROMR reduced the expression of apoptosis-related proteins. Dual-luciferase and recovery experiments suggested that CHROMR acted through the CHROMR/hsa-miR-1299/CNNM1 pathway. Conclusions: lncRNA CHROMR promotes the expression of the CNNM1 gene by adsorbing hsa-miR-1299 to obtain drug resistance in diffuse large B lymphoma cells.

19.
Cancer Manag Res ; 13: 319-327, 2021.
Article in English | MEDLINE | ID: mdl-33469374

ABSTRACT

PURPOSE: The efficacy of primary site surgery in patients with de novo stage IV breast cancer remains controversial. However, few real-world studies have evaluated the benefits of local surgery on the primary site of stage IV breast cancer in China. The purpose of this study was to investigate the role of local surgery in the de novo stage IV breast cancer. MATERIALS AND METHODS: Women with metastatic breast cancer at diagnosis were identified from Guangxi medical university cancer hospital (China) database from 2009 to 2017. The clinical and tumor features, surgical treatment, and survival rates were compared between surgical and non-surgical patients. RESULTS: Two hundred forty-three patients were included, of whom 125 underwent primary site surgery. Patients who underwent surgery were more often had small primary tumors, fewer lymph node metastases, and had less visceral involvement. Patients in the surgery group had dramatically longer OS (median 35 vs 22 months, log-rank P=0.006). Stratified survival analysis showed that patients with bone metastasis alone or ≤3 metastasis benefit from surgery, while patients with visceral metastasis did not benefit from surgery. In multivariate analysis, surgical treatment, estrogen receptor status, progesterone receptor status and visceral metastases remained independent factors for survival. CONCLUSION: Surgical resection of the primary site can improve survival in selected de novo stage IV breast cancer patients.

20.
Drug Des Devel Ther ; 15: 125-140, 2021.
Article in English | MEDLINE | ID: mdl-33469265

ABSTRACT

BACKGROUND: As a natural compound extracted from a variety of hot peppers, capsaicin has drawn increasing attention to its anti-cancer effects against multiple human cancers including breast cancer. FBI-1 is a major proto-oncogene negatively regulating the transcription of many tumor suppressor genes, and plays a vital role in tumorigenesis and progression. However, whether FBI-1 is involved in capsaicin-induced breast cancer suppression has yet to be ascertained. This study aimed to investigate the effects of capsaicin on proliferation and apoptosis and its association with FBI-1 expression in breast cancer. METHODS: CCK-8 and morphological observation assay were employed to detect cell proliferation. Flow cytometry and TUNEL assay were conducted to detect cell apoptosis. RNA interference technique was used to overexpress or silence FBI-1 expression. qRT-PCR and/or Western blot analysis were applied to detect the protein expression of FBI-1, Ki-67, Bcl-2, Bax, cleaved-Caspase 3, Survivin and NF-κB p65. Xenograft model in nude mice was established to assess the in vivo effects. RESULTS: Capsaicin significantly inhibited proliferation and induced apoptosis in breast cancer in vitro and in vivo, along with decreased FBI-1, Ki-67, Bcl-2 and Survivin protein expression, increased Bax protein expression and activated Caspase 3. Furthermore, FBI-1 overexpression obviously attenuated the capsaicin-induced anti-proliferation and pro-apoptosis effect, accompanied with the above-mentioned proteins reversed, whereas FBI-1 silencing generated exactly the opposite response. In addition, as a target gene of FBI-1, NF-κB was inactivated by p65 nuclear translocation suppressed with capsaicin treatment, which was perceptibly weakened with FBI-1 overexpression or enhanced with FBI-1 silencing. CONCLUSION: This study reveals that FBI-1 is closely involved in capsaicin-induced anti-proliferation and pro-apoptosis of breast cancer. The underlying mechanism may be related to down-regulation of FBI-1-mediated NF-κB pathway. Targeting FBI-1 with capsaicin may be a promising therapeutic strategy in patients with breast cancer.


Subject(s)
Antineoplastic Agents/pharmacology , Apoptosis/drug effects , Breast Neoplasms/drug therapy , Capsaicin/pharmacology , DNA-Binding Proteins/antagonists & inhibitors , Transcription Factors/antagonists & inhibitors , Animals , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Cell Proliferation/drug effects , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Down-Regulation/drug effects , Drug Screening Assays, Antitumor , Female , Humans , Mammary Neoplasms, Experimental/drug therapy , Mammary Neoplasms, Experimental/metabolism , Mammary Neoplasms, Experimental/pathology , Mice , Mice, Inbred BALB C , Mice, Nude , NF-kappa B/antagonists & inhibitors , NF-kappa B/metabolism , Proto-Oncogene Mas , Transcription Factors/genetics , Transcription Factors/metabolism , Tumor Cells, Cultured
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