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Farajollahi A, Baharvand M. Advancements in photoacoustic imaging for cancer diagnosis and treatment. Int J Pharm 2024; 665:124736. [PMID: 39326479 DOI: 10.1016/j.ijpharm.2024.124736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Revised: 09/10/2024] [Accepted: 09/19/2024] [Indexed: 09/28/2024]
Abstract
Photoacoustic imaging provides in vivo morphological and functional information about tumors within surrounding tissue. By integrating ultrasound guidance, this technique enables precise localization and characterization of tumors. Moreover, the introduction of targeted contrast agents has further expanded the capabilities of photoacoustic imaging in the realm of in vivo molecular imaging. These contrast agents facilitate enhanced molecular and cellular characterization of cancer, enabling detailed insights into the disease. This review aims to provide a concise summary of the extensive research conducted in the field of Photoacoustic imaging for cancer management. It encompasses the development of the technology, its applications in clinical settings, and the advancements made in molecular imaging. By consolidating and synthesizing the existing knowledge, this review contributes to a better understanding of the potential of photoacoustic imaging in cancer care. In conclusion, photoacoustic imaging has emerged as a non-ionizing and noninvasive modality with the ability to visualize tissue's optical absorption properties while maintaining ultrasound's spatial resolution. Its integration with targeted contrast agents has enhanced molecular and cellular characterization of cancer. This review serves as a succinct overview of the extensive research conducted in the field, shedding light on the potential of photoacoustic imaging in the management of cancer.
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Affiliation(s)
| | - Mohammad Baharvand
- Department of Mechanical Engineering, Islamic Azad University, Tehran, Iran
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Ou Z, Fu S, Yi J, Huang J, Zhu W. Diagnostic value of expressions of cancer stem cell markers for adverse outcomes of hepatocellular carcinoma and their associations with prognosis: A Bayesian network meta‑analysis. Oncol Lett 2024; 28:536. [PMID: 39290959 PMCID: PMC11406626 DOI: 10.3892/ol.2024.14669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 08/02/2024] [Indexed: 09/19/2024] Open
Abstract
The expression of cancer stem cell (CSC) markers adversely affect the survival prognosis of patients with hepatocellular carcinoma (HCC), but it is not clear which cancer stem cell marker has the best predictive effect on the survival prognosis and diagnostic value indicators of patients with HCC. Therefore, the present study performed a network meta-analysis to compare the prognostic and diagnostic value of the expressions of several CSC markers for patients with HCC and to identify the most efficient CSC marker. Studies on the associations of positive CSC markers with the overall survival (OS) rate, disease-free survival (DFS) rate, recurrence-free survival (RFS) rate, recurrence rate, differentiation, microvascular invasion and metastasis in patients with HCC were included in the network meta-analysis following searches on the PubMed, Embase, Elsevier and The Cochrane Library databases from January 1, 2013 to November 17, 2023. The Quality Assessment of Diagnostic Accuracy Studies-2 tool was used to assess the quality assessment of studies, and R (version 4.3.1), Stata (version 15.0) and Review Manager (version 5.3) were used for analysis. A total of 37 studies involving 3,980 participants were included. For patients with HCC, simultaneous positivity of cytokeratin 19 (CK19) and epithelial cell adhesion molecule (EpCAM) was the strongest predictor of the OS rate [surface under the cumulative ranking curve (SUCRA), 78.65%], positive keratin 19 (K19) was the strongest predictor of the RFS and DFS rates (SUCRA, 98.93 and 84.95%, respectively), and simultaneous positivity of EpCAM and cluster of differentiation (CD)90 was the strongest predictor of the recurrence rate (SUCRA, 5.61%). In addition, positivity of CD56, K19 and CD133 had the best diagnostic efficacy for poor differentiation [superiority index, 7.4498; 95% confidence interval (CI): 0.3333, 13.0000], microvascular invasion (superiority index, 8.4777; 95% CI: 0.2308, 17.0000), and metastasis (superiority index, 5.6097; 95% CI: 0.3333, 11.0000), respectively. In conclusion, no single CSC marker possessed the best predictive effect on all indexes of survival prognosis and diagnosis of patients with HCC. In terms of survival prognosis, simultaneous positivity of CK19 and EpCAM demonstrated the strongest predictive effect on the OS rate, suggesting an association with a low OS rate in patients with HCC; positive K19 revealed the strongest predictive effect on the RFS rate and DFS rate, suggesting an association with low RFS and DFS rates in patients with HCC; and simultaneous positivity of EpCAM and CD90 had the strongest predictive effect on the recurrence rate, suggesting a high recurrence rate in patients with HCC patients. In terms of diagnostic value, CD56, K19 and CD133 were the strongest predictors of poor differentiation, microvascular invasion and metastasis, respectively. In the future, well-designed randomized controlled trials are required to further confirm these findings.
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Affiliation(s)
- Zhengrong Ou
- Ward Two, Department of General Surgery, Yueyang Hospital Affiliated to Hunan Normal University, Yueyang, Hunan 414000, P.R. China
| | - Shoushuo Fu
- Department of Respiratory and Critical Care Medicine, Yueyang Hospital Affiliated to Hunan Normal University, Yueyang, Hunan 414000, P.R. China
| | - Jian Yi
- Ward Two, Department of General Surgery, Yueyang Hospital Affiliated to Hunan Normal University, Yueyang, Hunan 414000, P.R. China
| | - Jingxuan Huang
- Ward Two, Department of General Surgery, Yueyang Hospital Affiliated to Hunan Normal University, Yueyang, Hunan 414000, P.R. China
| | - Weidong Zhu
- Ward Two, Department of General Surgery, Yueyang Hospital Affiliated to Hunan Normal University, Yueyang, Hunan 414000, P.R. China
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Xia Q, Liu G, Lin W, Zhang J. microRNA-2117 Negatively Regulates Liver Cancer Stem Cells Expansion and Chemoresistance Via Targeting SOX2. Mol Carcinog 2024. [PMID: 39400383 DOI: 10.1002/mc.23824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Revised: 09/11/2024] [Accepted: 09/18/2024] [Indexed: 10/15/2024]
Abstract
Cancer stem cells (CSCs) are involved in the regulation of tumor initiation, progression, recurrence, and chemoresistance. However, the role of microRNAs (miRNAs) in liver CSCs has not been fully understood. Here we show that miR-2117 is downregulated in liver CSCs and predicts the poor prognosis of hepatocellular carcinoma (HCC) patients. Biofunction studies found that knockdown miR-2117 facilitates liver CSCs self-renewal and tumorigenesis. Conversely, forced miR-2117 expression suppresses liver CSCs self-renewal and tumorigenesis. Mechanistically, we find that transcription factor SOX2 is required for miR-2117-mediated liver CSCs expansion. The correlation between miR-2117 and SOX2 was confirmed in human HCC tissues. More importantly, miR-2117 overexpression HCC cells are more sensitive to CDDP treatment. Analysis of patients' cohort further demonstrates that miR-2117 may predict transcatheter arterial chemoembolization benefits in HCC patients. Our findings revealed the crucial role of miR-2117 in liver CSCs expansion, rendering miR-2117 as an optimal therapeutic target for HCC.
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Affiliation(s)
- Qing Xia
- Department of General Surgery, Hwa Mei Hospital (Ningbo No.2 Hospital), University of Chinese Academy of Sciences, Ningbo, China
- Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo, China
- Key Laboratory of Diagnosis and Treatment of Digestive System Tumors of Zhejiang Province, Ningbo, China
| | - Guanghua Liu
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Department of Interventional Radiology, Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Wenbo Lin
- Department of Orthopedic Surgery, Changzheng Hospital, Navy Medical University, Shanghai, China
| | - Jin Zhang
- Department of General Surgery, Third Affiliated Hospital of Second Military Medical University, Shanghai, China
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Lemaitre L, Adeniji N, Suresh A, Reguram R, Zhang J, Park J, Reddy A, Trevino AE, Mayer AT, Deutzmann A, Hansen AS, Tong L, Arjunan V, Kambham N, Visser BC, Dua MM, Bonham CA, Kothary N, D'Angio HB, Preska R, Rosen Y, Zou J, Charu V, Felsher DW, Dhanasekaran R. Spatial analysis reveals targetable macrophage-mediated mechanisms of immune evasion in hepatocellular carcinoma minimal residual disease. NATURE CANCER 2024; 5:1534-1556. [PMID: 39304772 DOI: 10.1038/s43018-024-00828-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 08/14/2024] [Indexed: 09/22/2024]
Abstract
Hepatocellular carcinoma (HCC) frequently recurs from minimal residual disease (MRD), which persists after therapy. Here, we identified mechanisms of persistence of residual tumor cells using post-chemoembolization human HCC (n = 108 patients, 1.07 million cells) and a transgenic mouse model of MRD. Through single-cell high-plex cytometric imaging, we identified a spatial neighborhood within which PD-L1 + M2-like macrophages interact with stem-like tumor cells, correlating with CD8+ T cell exhaustion and poor survival. Further, through spatial transcriptomics of residual HCC, we showed that macrophage-derived TGFβ1 mediates the persistence of stem-like tumor cells. Last, we demonstrate that combined blockade of Pdl1 and Tgfβ excluded immunosuppressive macrophages, recruited activated CD8+ T cells and eliminated residual stem-like tumor cells in two mouse models: a transgenic model of MRD and a syngeneic orthotopic model of doxorubicin-resistant HCC. Thus, our spatial analyses reveal that PD-L1+ macrophages sustain MRD by activating the TGFβ pathway in stem-like cancer cells and targeting this interaction may prevent HCC recurrence from MRD.
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Affiliation(s)
- Lea Lemaitre
- Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA, USA
| | - Nia Adeniji
- Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA, USA
| | - Akanksha Suresh
- Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA, USA
| | - Reshma Reguram
- Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA, USA
| | - Josephine Zhang
- Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA, USA
| | - Jangho Park
- Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA, USA
| | - Amit Reddy
- Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA, USA
| | | | | | - Anja Deutzmann
- Division of Oncology, Departments of Medicine and Pathology, Stanford University, Stanford, CA, USA
| | - Aida S Hansen
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Ling Tong
- Division of Oncology, Departments of Medicine and Pathology, Stanford University, Stanford, CA, USA
| | - Vinodhini Arjunan
- Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA, USA
| | - Neeraja Kambham
- Department of Pathology, Stanford University, Stanford, CA, USA
| | | | - Monica M Dua
- Department of Surgery, Stanford University, Stanford, CA, USA
| | - C Andrew Bonham
- Department of Surgery, Stanford University, Stanford, CA, USA
| | - Nishita Kothary
- Department of Radiology, Stanford University, Stanford, CA, USA
| | | | | | - Yanay Rosen
- Department of Biomedical Data Science and Computer Science, Stanford University, Stanford, CA, USA
| | - James Zou
- Department of Biomedical Data Science and Computer Science, Stanford University, Stanford, CA, USA
| | - Vivek Charu
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Dean W Felsher
- Division of Oncology, Departments of Medicine and Pathology, Stanford University, Stanford, CA, USA.
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Gu HX, Huang XS, Xu JX, Zhu P, Xu JF, Fan SF. Diagnostic Value of MRI Features in Dual-phenotype Hepatocellular Carcinoma: A Preliminary Study. J Digit Imaging 2023; 36:2554-2566. [PMID: 37578576 PMCID: PMC10584802 DOI: 10.1007/s10278-023-00888-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 07/20/2023] [Accepted: 07/21/2023] [Indexed: 08/15/2023] Open
Abstract
This study aimed to explore the magnetic resonance imaging (MRI) features of dual-phenotype hepatocellular carcinoma (DPHCC) and their diagnostic value.The data of 208 patients with primary liver cancer were retrospectively analysed between January 2016 and June 2021. Based on the pathological diagnostic criteria, 27 patients were classified into the DPHCC group, 113 patients into the noncholangiocyte-phenotype hepatocellular carcinoma (NCPHCC) group, and 68 patients with intrahepatic cholangiocarcinoma (ICC) were classified into the ICC group. Two abdominal radiologists reviewed the preoperative MRI features by a double-blind method. The MRI features and key laboratory and clinical indicators were compared between the groups. The potentially valuable MRI features and key laboratory and clinical characteristics for predicting DPHCC were identified by univariate and multivariate analyses, and the odds ratios (ORs) were recorded. In multivariate analysis, tumour without capsule (P = 0.046, OR = 9.777), dynamic persistent enhancement (P = 0.006, OR = 46.941), and targetoid appearance on diffusion-weighted imaging (DWI) (P = 0.021, OR = 30.566) were independently significant factors in the detection of DPHCC compared to NCPHCC. Serum alpha-fetoprotein (AFP) > 20 µg/L (P = 0.036, OR = 67.097) and prevalence of hepatitis B virus (HBV) infection (P = 0.020, OR = 153.633) were independent significant factors in predicting DPHCC compared to ICC. The differences in other tumour marker levels and imaging features between the groups were not significant. In MR enhanced and diffusion imaging, tumour without capsule, persistent enhancement and DWI targetoid findings, combined with AFP > 20 µg/L and HBV infection-positive laboratory results, can help to diagnose DPHCC and differentiate it from NCPHCC and ICC. These results suggest that clinical, laboratory and MRI features should be integrated to construct an AI diagnostic model for DPHCC.
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Affiliation(s)
- Hong-Xian Gu
- Radiology Department, Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, 310005, China
- Department of Radiology, the People's Hospital of Jianyang City, Chengdu, 641499, China
| | - Xiao-Shan Huang
- Radiology Department, Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, 310005, China
| | - Jian-Xia Xu
- Radiology Department, Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, 310005, China
| | - Ping Zhu
- Radiology Department, Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, 310005, China
| | - Jian-Feng Xu
- Department of Radiology, Shulan (Hangzhou) Hospital, Hangzhou, 310000, China.
| | - Shu-Feng Fan
- Radiology Department, Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, 310005, China.
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Liu MT, Zhang JY, Xu L, Qu Q, Lu MT, Jiang JF, Zhao XC, Zhang XQ, Zhang T. A multivariate model based on gadoxetic acid-enhanced MRI using Li-RADS v2018 and other imaging features for preoperative prediction of dual‑phenotype hepatocellular carcinoma. LA RADIOLOGIA MEDICA 2023; 128:1333-1346. [PMID: 37740839 DOI: 10.1007/s11547-023-01715-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 08/25/2023] [Indexed: 09/25/2023]
Abstract
OBJECTIVE To investigate the diagnostic value of liver imaging reporting and data system (LI-RADS) v2018 and other imaging features in dual-phenotype hepatocellular carcinoma (DPHCC), establish a prediagnostic model based on gadoxetic acid-enhanced MRI, and explore the prognostic significance after surgery of the DPHCC. MATERIALS AND METHODS Preoperative enhanced MRI findings and the clinical and pathological data of patients with surgically confirmed HCC were analysed retrospectively. Image analysis was based on LI-RADS v2018 and other image features. Univariate analysis was used to screen for predictive factors of DPHCC, and multivariate logistic regression analysis was used to determine the predictive factors. A regression diagnostic model was established. Receiver operating characteristic (ROC) curve analysis was used to determine the critical value, area under curve (AUC), and the corresponding 95% confidence interval (95% CI). The diagnostic performance was verified by fivefold cross-validation. Cox regression analysis was used to determine the prognostic factors associated with early recurrence after surgical resection. RESULTS In total, 158 patients were included, of whom 79 had DPHCC and 79 had non-DPHCC. Multivariate analysis showed that rim arterial phase hyperenhancement (Rim APHE) and targetoid restriction were independent risk factors for DPHCC (P < 0.05). The AUC (95% CI) of the model was 0.862 (0.807-0.918), sensitivity was 81.01%, and specificity was 89.874%. Cox regression analysis showed that DPHCC, microvascular invasion, tumour diameter, and an increase of alpha-fetoprotein were independent factors for recurrence. CONCLUSION Rim APHE and targetoid restriction were sensitive imaging features of DPHCC before surgery, and the identification of DPHCC has important prognostic significance for early recurrence.
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Affiliation(s)
- Mao-Tong Liu
- Department of Radiology, Nantong Third People's Hospital, #99 Youth Middle Road, Chong chuan District, Nantong, 226000, Jiangsu, China
- Department of Radiology, Affiliated Nantong Hospital 3 of Nantong University, #99 Youth Middle Road, Chong chuan District, Nantong, 226000, Jiangsu, China
| | - Ji-Yun Zhang
- Department of Radiology, Nantong Third People's Hospital, #99 Youth Middle Road, Chong chuan District, Nantong, 226000, Jiangsu, China
- Department of Radiology, Affiliated Nantong Hospital 3 of Nantong University, #99 Youth Middle Road, Chong chuan District, Nantong, 226000, Jiangsu, China
| | - Lei Xu
- Department of Radiology, Nantong Third People's Hospital, #99 Youth Middle Road, Chong chuan District, Nantong, 226000, Jiangsu, China
- Department of Radiology, Affiliated Nantong Hospital 3 of Nantong University, #99 Youth Middle Road, Chong chuan District, Nantong, 226000, Jiangsu, China
| | - Qi Qu
- Department of Radiology, Nantong Third People's Hospital, #99 Youth Middle Road, Chong chuan District, Nantong, 226000, Jiangsu, China
- Department of Radiology, Affiliated Nantong Hospital 3 of Nantong University, #99 Youth Middle Road, Chong chuan District, Nantong, 226000, Jiangsu, China
| | - Meng-Tian Lu
- Department of Radiology, Nantong Third People's Hospital, #99 Youth Middle Road, Chong chuan District, Nantong, 226000, Jiangsu, China
- Department of Radiology, Affiliated Nantong Hospital 3 of Nantong University, #99 Youth Middle Road, Chong chuan District, Nantong, 226000, Jiangsu, China
| | - Ji-Feng Jiang
- Department of Radiology, Nantong Third People's Hospital, #99 Youth Middle Road, Chong chuan District, Nantong, 226000, Jiangsu, China
- Department of Radiology, Affiliated Nantong Hospital 3 of Nantong University, #99 Youth Middle Road, Chong chuan District, Nantong, 226000, Jiangsu, China
| | - Xian-Ce Zhao
- Philips Healthcare Shanghai, Shanghai, People's Republic of China
| | - Xue-Qin Zhang
- Department of Radiology, Nantong Third People's Hospital, #99 Youth Middle Road, Chong chuan District, Nantong, 226000, Jiangsu, China.
- Department of Radiology, Affiliated Nantong Hospital 3 of Nantong University, #99 Youth Middle Road, Chong chuan District, Nantong, 226000, Jiangsu, China.
| | - Tao Zhang
- Department of Radiology, Nantong Third People's Hospital, #99 Youth Middle Road, Chong chuan District, Nantong, 226000, Jiangsu, China.
- Department of Radiology, Affiliated Nantong Hospital 3 of Nantong University, #99 Youth Middle Road, Chong chuan District, Nantong, 226000, Jiangsu, China.
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Gadoxetic Acid-Enhanced MRI-Based Radiomics Signature: A Potential Imaging Biomarker for Identifying Cytokeratin 19-Positive Hepatocellular Carcinoma. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2023; 2023:5424204. [PMID: 36814805 PMCID: PMC9940957 DOI: 10.1155/2023/5424204] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 01/19/2023] [Accepted: 01/27/2023] [Indexed: 02/16/2023]
Abstract
Purpose One subtype of hepatocellular carcinoma (HCC), with cytokeratin 19 expression (CK19+), has shown to be more aggressive and has a poor prognosis. However, CK19+ is determined by immunohistochemical examination using a surgically resected specimen. This study is aimed at establishing a radiomics signature based on preoperative gadoxetic acid-enhanced MRI for predicting CK19 status in HCC. Patients and Methods. Clinicopathological and imaging data were retrospectively collected from patients who underwent hepatectomy between February 2015 and December 2020. Patients who underwent gadoxetic acid-enhanced MRI and had CK19 results of histopathological examination were included. Radiomics features of the manually segmented lesion during the arterial, portal venous, and hepatobiliary phases were extracted. The 10 most reproducible and robust features at each phase were selected for construction of radiomics signatures, and their performance was evaluated by analyzing the area under the curve (AUC). The goodness of fit of the model was assessed by the Hosmer-Lemeshow test. Results A total of 110 patients were included. The incidence of CK19(+) HCC was 17% (19/110). Alpha fetoprotein was the only significant clinicopathological variable different between CK19(-) and CK19(+) groups. A majority of the selected radiomics features were wavelet filter-derived features. The AUCs of the three radiomics signatures based on arterial, portal venous, and hepatobiliary phases were 0.70 (95% CI: 0.56-0.83), 0.83 (95% CI: 0.73-0.92), and 0.89 (95% CI: 0.82-0.96), respectively. The three radiomics signatures were integrated, and the fusion signature yielded an AUC of 0.92 (95% CI: 0.86-0.98) and was used as the final model for CK19(+) prediction. The sensitivity, specificity, accuracy, positive predictive value, and negative predictive value of the fusion signature was 0.84, 0.89, 0.88, 0.62, and 0.96, respectively. The Hosmer-Lemeshow test showed a good fit of the fusion signature (p > 0.05). Conclusion The established radiomics signature based on preoperative gadoxetic acid-enhanced MRI could be an accurate and potential imaging biomarker for HCC CK19(+) prediction.
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Prognostic significance of combined α-fetoprotein and CA19-9 for hepatocellular carcinoma after hepatectomy. World J Surg Oncol 2022; 20:346. [PMID: 36258212 PMCID: PMC9580117 DOI: 10.1186/s12957-022-02806-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 10/02/2022] [Indexed: 01/27/2023] Open
Abstract
Background The prognosis of hepatocellular carcinoma (HCC) varies considerably among patients with the same disease stage and characteristics, and only about two thirds show high levels of α-fetoprotein (AFP), a common prognostic indicator for HCC. Here, we assessed whether the combination of presurgical serum levels of AFP and carbohydrate antigen 19-9 (CA19-9) can predict the prognosis of HCC patients after hepatectomy. Methods The clinicopathological characteristics and post-hepatectomy outcomes of 711 HCC patients were retrospectively reviewed. The patients were classified into three groups based on whether their preoperative serum levels of both AFP and CA19-9 were higher than the respective cut-offs of 400 ng/ml and 37 U/ml [double positive (DP)], the level of only one marker was higher than the cut-off [single positive (SP)], or neither level was higher than the cut-off [negative (N)]. The overall survival (OS) and recurrence-free survival (RFS) rates were estimated using Kaplan–Meier curves. Univariate and multivariate survival analyses were performed to identify the clinicopathological factors significantly associated with HCC prognosis. Results The 1-year, 3-year, and 5-year RFS and OS rates in the N group were significantly higher than those in the SP group, while the DP group showed the lowest rates. Multivariate Cox regression analysis showed that large tumor size (> 5 cm), multiple tumors (≥ 2), incomplete tumor capsule, positive microvascular invasion, Barcelona Clinic Liver Cancer C stage, and CA19-9 level > 37 U/mL were independent risk factors for RFS and OS in HCC patients. Moreover, aspartate aminotransferase levels > 40 U/L proved to be an independent prognostic factor for OS. Conclusion The combination of serum AFP and CA19-9 levels may be a useful prognostic marker for HCC patients after hepatectomy.
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The Expression and Prognostic Value of Cancer Stem Cell Markers, NRF2, and Its Target Genes in TAE/TACE-Treated Hepatocellular Carcinoma. Medicina (B Aires) 2022; 58:medicina58020212. [PMID: 35208536 PMCID: PMC8879934 DOI: 10.3390/medicina58020212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 01/26/2022] [Accepted: 01/26/2022] [Indexed: 11/25/2022] Open
Abstract
Background and Objectives: Activation of NRF2, a key transcription factor of cytoprotectant against oxidative stress, and its target genes are associated with aggressive tumor progression, metastasis and poor survival. In addition, NRF2 signaling mediates cancer stem cell (CSC)-like properties in hepatocellular carcinoma (HCC) cells. Moreover, CSCs have been associated with HCC onset and unfavorable prognosis. Transcatheter arterial embolization (TAE) and/or transcatheter arterial chemoembolization (TACE), which attempt to restrict blood supply to diminish tumor growth, can create a hypoxic environment. However, its effect on NRF2 signaling and CSC marker CD133 in the context of prognosis of HCCs have not been investigated. Therefore, we studied the possible role of the expressions of NRF2, its target genes and CSC markers CD133 and EpCAM on the survival of HCC patients after TAE/TACE. Materials and Methods: RT-qPCR was performed with 120 tumor (T) and adjacent tumor (N) tissue pairs. Expression of a single marker or combination was assessed for associations with survival of HCC patients after TAE/TACE. Results: The result of multivariate Cox regression showed that vascular invasion (HR, 1.821; p = 0.015), metastasis (HR, 2.033; p = 0.049) and CD133 overexpression (HR, 2.013; p = 0.006) were associated with poor survival. In a Kaplan–Meier survival analysis, patients with high expression of CD133 had shorter overall survival (OS) than those with low expression of CD133 in post-TAE/TACE HCC (p < 0.001). In contrast, neither NRF2 nor components of its signaling pathway correlated with survival. Combination marker analysis showed that co-expression of NQO1 and CD133 was associated with poor outcome. Conclusions: This study suggests that analyzing the expression status of CD133 alone and co-expression of NQO1 and CD133 may have additional value in predicting the outcome of TAE/TACE-treated HCC patients.
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Zhong J, Ding J, Deng L, Xiang Y, Liu D, Zhang Y, Chen X, Yang Q. Selection of DNA Aptamers Recognizing EpCAM-Positive Prostate Cancer by Cell-SELEX for in vitro and in vivo MR Imaging. DRUG DESIGN DEVELOPMENT AND THERAPY 2021; 15:3985-3996. [PMID: 34584404 PMCID: PMC8464308 DOI: 10.2147/dddt.s322854] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 09/06/2021] [Indexed: 11/23/2022]
Abstract
Background The sensitive and specific detection of pathogenic cells is important in tumor diagnosis at an early stage. Aptamers are short single-stranded oligonucleotides evolved from systematic evolution of ligands by exponential enrichment (SELEX). It has been proved that aptamers can interact with cognate target molecules with high affinity and specificity and have great potential in the development of medical imaging at molecular level. Purpose To select epithelial cell adhesion molecule (EpCAM) specific aptamers targeting prostate cancer and further to conjugate aptamers with GoldMag nanoparticles (a typical iron oxide core/gold shell structure) to construct magnetic molecular probes for medical imaging. Methods EpCAM-specific aptamers were selected by Cell-SELEX. The enrichment of specific aptamer candidates was monitored by flow cytometric analysis. Aptamers were further conjugated with GoldMag nanoparticles to construct magnetic molecular probes. The affinity and specificity of aptamer candidates and aptamer-conjugated GoldMag nanoparticles were evaluated. The MR imaging of aptamer-conjugated GoldMag nanoparticles to prostate cancer was further explored in vitro and in vivo. Results After 12 rounds of selection, aptamer candidates Eppc6 and Eppc14 could specifically target three types of prostate cancer cells, revealing a high affinity of Eppc6 and Eppc14. Moreover, aptamer-conjugated GoldMag nanoparticles not only exhibited good affinity to different prostate cancer cells but also produced strong T2WI signal intensity reduction distinguished from peritumoral tissue in MRI, indicating that the molecular probes possess both the affinity properties of EpCAM-specific aptamer and the superparamagnetic features of iron oxide. Conclusion Our study indicates that aptamer Eppc6 and Eppc14 can recognize prostate cancer cells and tissues. The aptamer-conjugated GoldMag nanoparticles constructed in the study can be used as a molecular imaging agent for detection of PCa in MRI.
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Affiliation(s)
- Jinman Zhong
- Department of Radiology, The Second Affiliated Hospital, Xi' an Jiaotong University, Xi'an, Shaanxi Province, 710004, People's Republic of China
| | - Jianke Ding
- Department of Plastic and Reconstructive Surgery, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi Province, 710032, People's Republic of China
| | - Lei Deng
- Department of Radiology, The Second Affiliated Hospital, Xi' an Jiaotong University, Xi'an, Shaanxi Province, 710004, People's Republic of China
| | - Ying Xiang
- Department of Radiology, The Second Affiliated Hospital, Xi' an Jiaotong University, Xi'an, Shaanxi Province, 710004, People's Republic of China
| | - Duoduo Liu
- Department of Radiology, The Second Affiliated Hospital, Xi' an Jiaotong University, Xi'an, Shaanxi Province, 710004, People's Republic of China
| | - Yanyan Zhang
- Department of Radiology, The Second Affiliated Hospital, Xi' an Jiaotong University, Xi'an, Shaanxi Province, 710004, People's Republic of China
| | - Xin Chen
- Department of Radiology, The Second Affiliated Hospital, Xi' an Jiaotong University, Xi'an, Shaanxi Province, 710004, People's Republic of China
| | - Quanxin Yang
- Department of Radiology, The Second Affiliated Hospital, Xi' an Jiaotong University, Xi'an, Shaanxi Province, 710004, People's Republic of China
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11
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Laohawetwanit T, Lerttanatum N, Wanpiyarat N, Manasilp N, Chaiparnich S. Combined hepatocellular-cholangiocarcinoma and its mimickers: Diagnostic pitfalls in surgical pathology. Ann Diagn Pathol 2021; 53:151770. [PMID: 34147845 DOI: 10.1016/j.anndiagpath.2021.151770] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2021] [Accepted: 06/10/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND The diagnosis of combined hepatocellular-cholangiocarcinoma (cHCC-CCA) requires histomorphological detection of both hepatocellular carcinoma (HCC) and intrahepatic cholangiocarcinoma (iCCA). However, these primary liver cancers (PLCs) have a wide variety of microscopic appearances resulting in difficulties and uncertainties in cHCC-CCA's diagnosis. This study aims to perform a clinicopathologic analysis on the diagnosis of PLCs at a tertiary referral hospital in Thailand using traditional morphologic studies. METHODS A 5-year retrospective analysis of pathologically diagnosed PLCs was conducted. Pathological features and clinical characteristics of cHCC-CCA and other PLCs with the histopathologic resemblance to cHCC-CCA were studied. The pathological diagnosis was rendered based on histomorphological context rather than immunoreactivity. A literature review containing diagnostic pitfalls of cHCC-CCA was carried out. RESULTS PLCs from a total of 295 patients were retrieved, and cHCC-CCA accounted for 1.4% (n = 4) of the malignancies. Histomorphological evaluation is the most reliable diagnostic modality for cHCC-CCA. Extremely uncommon variants of iCCA (i.e., mucinous iCCA and adenosquamous iCCA) and iCCA arising with hepatocellular nodular lesions (i.e., iCCA with nodular regenerative hyperplasia (NRH), and iCCA in cirrhosis) could have a histomorphologic resemblance to that of cHCC-CCA. CONCLUSIONS Although there has been an exceedingly high incidence of iCCA in Thailand, such a commonness is not valid for cHCC-CCA in our series. Rare forms of iCCA could have a morphologic resemblance to that of cHCC-CCA. Regardless of the differentiation and immunophenotype, iCCA without a distinct HCC component should never be diagnosed as cHCC-CCA.
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Affiliation(s)
- Thiyaphat Laohawetwanit
- Chulabhorn International College of Medicine, Thammasat University, Pathumthani, Thailand; Division of Pathology, Thammasat University Hospital, Pathumthani, Thailand.
| | | | - Natcha Wanpiyarat
- Department of Pathology, King Chulalongkorn Memorial Hospital, Bangkok, Thailand
| | - Natcha Manasilp
- Chulabhorn International College of Medicine, Thammasat University, Pathumthani, Thailand
| | - Sirawich Chaiparnich
- Chulabhorn International College of Medicine, Thammasat University, Pathumthani, Thailand
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12
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Wang Y, Wang X, Huang X, Zhang J, Hu J, Qi Y, Xiang B, Wang Q. Integrated Genomic and Transcriptomic Analysis reveals key genes for predicting dual-phenotype Hepatocellular Carcinoma Prognosis. J Cancer 2021; 12:2993-3010. [PMID: 33854600 PMCID: PMC8040886 DOI: 10.7150/jca.56005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Accepted: 02/20/2021] [Indexed: 12/24/2022] Open
Abstract
Dual-phenotype hepatocellular carcinoma (DPHCC) expresses both hepatocyte and cholangiocyte markers, and is characterized by high recurrence and low survival rates. The underlying molecular mechanisms of DPHCC pathogenesis are unclear. We performed whole exome sequencing and RNA sequencing of three subtypes of HCC (10 DPHCC, 10 CK19-positive HCC, and 14 CK19-negative HCC), followed by integrated bioinformatics analysis, including somatic mutation analysis, mutation signal analysis, differential gene expression analysis, and pathway enrichment analysis. Cox proportional hazard regression analyses were applied for exploring survival related characteristics. We found that mutated genes in DPHCC patients were associated with carcinogenesis and immunity, and the up-regulated genes were mainly enriched in transcription-related and cancer-related pathways, and the down-regulated genes were mainly enriched in immune-related pathways. CXCL9 was selected as the hub gene, which is associated with immune cells and survival prognosis. Our results showed that low CXCL9 expression was significantly associated with poor prognosis, and its expression was significantly reduced in DPHCC samples. In conclusion, we explored the molecular mechanisms governing DPHCC development and progression and identified CXCL9, which influences the immune microenvironment and prognosis of DPHCC and might be new clinically significant biomarkers for predicting prognosis.
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Affiliation(s)
- Yaobang Wang
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China.,Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China.,Department of Clinical Laboratory. First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Xi Wang
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China.,Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Xiaoliang Huang
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China.,Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Jie Zhang
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Guangxi Zhuang Autonomous Region, China
| | - Junwen Hu
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Guangxi Zhuang Autonomous Region, China
| | - Yapeng Qi
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Guangxi Zhuang Autonomous Region, China
| | - Bangde Xiang
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Guangxi Zhuang Autonomous Region, China
| | - Qiuyan Wang
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China.,Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
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13
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Zhang YH, Su B, Sun P, Li RM, Peng XC, Cai J. Percutaneous radiofrequency ablation is superior to hepatic resection in patients with small hepatocellular carcinoma. World J Clin Cases 2020; 8:4380-4387. [PMID: 33083397 PMCID: PMC7559644 DOI: 10.12998/wjcc.v8.i19.4380] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 07/27/2020] [Accepted: 08/25/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND It is not known whether percutaneous radiofrequency ablation (PRFA) has the same treatment efficacy and fewer complications than laparoscopic resection in patients with small centrally located hepatocellular carcinoma (HCC).
AIM To compare the effectiveness of PRFA with classical laparoscopic resection in patients with small HCC and document the safety parameters.
METHODS In this retrospective study, 85 patients treated with hepatic resection (HR) and 90 PRFA-treated patients were enrolled in our hospital from July 2016 to July 2019. Treatment outcomes, including major complications and survival data, were evaluated.
RESULTS The results showed that minor differences existed in the baseline characteristics between the patients in the two groups. PRFA significantly increased cumulative recurrence-free survival (hazard ratio 1.048, 95%CI: 0.265–3.268) and overall survival (hazard ratio 0.126, 95%CI: 0.025–0.973); PRFA had a lower rate of major complications than HR (7.78% vs 20.0%, P < 0.05), and hospital stay was shorter in the PRFA group than in the HR group (7.8 ± 0.2 d vs 9.5 ± 0.3 d, P < 0.001).
CONCLUSION Based on the data obtained, we conclude that PRFA was superior to HR and may reduce complications and hospital stay in patients with small HCC.
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Affiliation(s)
- Yan-Hua Zhang
- Department of Oncology, First Affiliated Hospital, Yangtze University, Jingzhou 434023, Hubei Province, China
| | - Bo Su
- Laboratory of Oncology, Center for Molecular Medicine, School of Basic Medicine, Yangtze University, Jingzhou 434023, Hubei Province, China
| | - Pei Sun
- Laboratory of Oncology, Center for Molecular Medicine, School of Basic Medicine, Yangtze University, Jingzhou 434023, Hubei Province, China
| | - Ru-Meng Li
- Laboratory of Oncology, Center for Molecular Medicine, School of Basic Medicine, Yangtze University, Jingzhou 434023, Hubei Province, China
| | - Xiao-Chun Peng
- Laboratory of Oncology, Center for Molecular Medicine, School of Basic Medicine, Yangtze University, Jingzhou 434023, Hubei Province, China
| | - Jun Cai
- Department of Oncology, First Affiliated Hospital, Yangtze University, Jingzhou 434023, Hubei Province, China
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14
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Lee HY, Hong IS. Targeting Liver Cancer Stem Cells: An Alternative Therapeutic Approach for Liver Cancer. Cancers (Basel) 2020; 12:cancers12102746. [PMID: 32987767 PMCID: PMC7598600 DOI: 10.3390/cancers12102746] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2020] [Revised: 09/18/2020] [Accepted: 09/22/2020] [Indexed: 12/12/2022] Open
Abstract
The first report of cancer stem cell (CSC) from Bruce et al. has demonstrated the relatively rare population of stem-like cells in acute myeloid leukemia (AML). The discovery of leukemic CSCs prompted further identification of CSCs in multiple types of solid tumor. Recently, extensive research has attempted to identity CSCs in multiple types of solid tumors in the brain, colon, head and neck, liver, and lung. Based on these studies, we hypothesize that the initiation and progression of most malignant tumors rely largely on the CSC population. Recent studies indicated that stem cell-related markers or signaling pathways, such as aldehyde dehydrogenase (ALDH), CD133, epithelial cell adhesion molecule (EpCAM), Wnt/β-catenin signaling, and Notch signaling, contribute to the initiation and progression of various liver cancer types. Importantly, CSCs are markedly resistant to conventional therapeutic approaches and current targeted therapeutics. Therefore, it is believed that selectively targeting specific markers and/or signaling pathways of hepatic CSCs is an effective therapeutic strategy for treating chemotherapy-resistant liver cancer. Here, we provide an overview of the current knowledge on the hepatic CSC hypothesis and discuss the specific surface markers and critical signaling pathways involved in the development and maintenance of hepatic CSC subpopulations.
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Affiliation(s)
- Hwa-Yong Lee
- Department of Biomedical Science, Jungwon University, 85 Goesan-eup, Munmu-ro, Goesan-gun, Chungcheongbuk-do 367700, Korea;
| | - In-Sun Hong
- Department of Health Sciences and Technology, GAIHST, Gachon University, Incheon 21999, Korea
- Department of Molecular Medicine, School of Medicine, Gachon University, Incheon 406840, Korea
- Correspondence: ; Tel.: +82-32-899-6315; Fax: +82-32-899-6350
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