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Wan X, Yin X, Chai X, Tian M, Wang J, Zhang J. Evaluation of Neurovascular Coupling in Early-Onset and Late-Onset Epilepsy of Unknown Etiology. J Magn Reson Imaging 2025; 61:2489-2500. [PMID: 39670446 DOI: 10.1002/jmri.29678] [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: 10/22/2024] [Revised: 11/27/2024] [Accepted: 12/02/2024] [Indexed: 12/14/2024] Open
Abstract
BACKGROUND Previous studies have shown neurovascular coupling (NVC) dysfunction in epilepsy, suggesting its role in the pathological mechanisms. However, it remains unclear whether NVC abnormalities exist in epilepsy of unknown etiology (EU). PURPOSE To integrate multiparametric MRI to assess NVC and its relationship with cognition in early-onset and late-onset EU patients. STUDY TYPE Prospective. POPULATION Ninety-six EU patients (46 early-onset, M/F = 20/26; 50 late-onset, M/F = 29/21) and 60 healthy controls (HCs, M/F = 25/35). FIELD STRENGTH/SEQUENCE 3.0 T, resting-state gradient echo-planar imaging, pseudo-continuous arterial spin labeling (pc-ASL), and T1-weighted brain volume sequence. ASSESSMENT Functional MRI data were analyzed to assess intrinsic brain activity including amplitude of low-frequency fluctuations (ALFF), fractional ALFF (fALFF), regional homogeneity (ReHo), and functional connectivity strength (FCS), while pc-ASL provided cerebral blood flow (CBF) measurements. Coupling correlation coefficients and ratios of CBF to neural activity were calculated to evaluate global and regional NVC. STATISTICAL TESTS Two-sample t-test, Analysis of Variance, Kruskal-Wallis test, Chi-square test, Analysis of Covariance, family-wise error/Bonferroni correction, partial correlation analyses. Statistical significance was defined as P < 0.05. RESULTS Whole-brain analysis revealed increased ALFF values in both patient groups' left precentral and postcentral gyri. Both patient groups had lower global NVC coefficients than HCs, with reduced CBF-ALFF (0.28 vs. 0.30), CBF-fALFF (0.43 vs. 0.45), and CBF-ReHo (0.40 vs. 0.41) in early-onset patients, and lower CBF-fALFF (0.38 vs. 0.45) and CBF-ReHo (0.32 vs. 0.41) in late-onset patients. Regional analysis showed significantly decreased CBF/ALFF ratios in the left precentral and postcentral gyri (T = 3.85 to 5.33). Reduced global NVC in early-onset patients was significantly associated with poorer executive function (r = 0.323), while global coupling in late-onset patients was negatively correlated with disease duration (r = -0.348 to -0.426). DATA CONCLUSION This study showed abnormal global and regional NVC in both early-onset and late-onset EU patients, emphasizing the potential role of NVC in the pathophysiological mechanisms of EU. LEVEL OF EVIDENCE 1 TECHNICAL EFFICACY: Stage 1.
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Affiliation(s)
- Xinyue Wan
- Department of Radiology, Huashan Hospital, State Key Laboratory of Medical Neurobiology, Fudan University, Shanghai, China
- Human Phenome Institute, Fudan University, Shanghai, China
| | - Xuyang Yin
- Department of Radiology, Huashan Hospital, State Key Laboratory of Medical Neurobiology, Fudan University, Shanghai, China
| | - Xinyi Chai
- Department of Radiology, Huashan Hospital, State Key Laboratory of Medical Neurobiology, Fudan University, Shanghai, China
| | - Mei Tian
- Human Phenome Institute, Fudan University, Shanghai, China
| | - Jianhong Wang
- Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
| | - Jun Zhang
- Department of Radiology, Huashan Hospital, State Key Laboratory of Medical Neurobiology, Fudan University, Shanghai, China
- National Center for Neurological Disorders, Fudan University, Shanghai, China
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Guo D, Liu L, Jin Y. Prediction early recurrence of hepatocellular carcinoma after hepatectomy using gadoxetic acid-enhanced MRI and IVIM. Eur J Radiol Open 2025; 14:100643. [PMID: 40166482 PMCID: PMC11957592 DOI: 10.1016/j.ejro.2025.100643] [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: 01/01/2025] [Revised: 02/26/2025] [Accepted: 03/09/2025] [Indexed: 04/02/2025] Open
Abstract
Objectives This study aims to develop and validate a predictive nomogram for early recurrence in hepatocellular carcinoma (HCC), utilizing gadoxetic acid-enhanced MRI and intravoxel incoherent motion (IVIM) imaging to improve preoperative assessment and decision-making. Materials and methods From March 2018 and June 2022, a total of 245 patients with pathologically confirmed HCC, who underwent preoperative gadoxetic acid-enhanced MRI and IVIM, were retrospectively enrolled from two hospitals. These patients were divided into a training cohort (n = 160) and a validation cohort (n = 85). All patients were followed until death or the last follow-up date, with a minimum follow-up period of two years. Clinical indicators and pathologic information were compared between train cohort and validation cohort. Radiological features and diffusion parameters were compared between recurrence and non-recurrence groups using the chi-square test, Mann-Whitney U test and independent sample t test in training cohort. Univariate and multivariate analyses were performed to identify significant clinical-radiological variables associated with early recurrence in the training cohort. Based on these findings, a predictive nomogram integrating risk factors and diffusion parameters was developed. The predictive performance of the nomogram was evaluated in both the training and validation cohorts. Results No statistically significant difference in clinical and pathologic characteristics were observed between the training and validation cohorts. In training cohort, significant differences were identified between the recurrence and non-recurrence groups in tumor size, nodule-in-nodule architecture, mosaic architecture, non-smooth tumor margin, intratumor necrosis, satellite nodule, and peritumoral hypo-intensity in the hepatobiliary phase (HBP). The results of multivariate analysis identified tumor size (HR, 1.435; 95 % CI, 0.702-2.026; p < 0.05), mosaic architecture (HR, 0.790; 95 % CI, 0.421-1.480; p < 0.05), non-smooth tumor margin (HR, 1.775; 95 % CI, 0.941-3.273; p < 0.05), intratumor necrosis (HR, 1.414; 95 % CI, 0.807-2.476; p < 0.05), satellite nodule (HR, 0.648; 95 % CI, 0.352-1.191; p < 0.01), peritumoral hypo-intensity on HBP (HR, 2.786; 95 % CI, 1.141-6.802; p < 0.001) and D (HR, 0.658; 95 % CI,0.487-0.889; p < 0.01) were the independent risk factor for recurrence. The nomogram exhibited excellent predictive performance with C-index of 0.913 and 0.875 in the training cohort and validation cohort, respectively. Also, based on the nomogram score, the patients were classified according to risk factor and the Kaplan-Meier curve analysis also showed that the nomogram had a good predictive efficacy. Conclusion The nomogram, integrating radiological risk factors and diffusion parameters, offers a reliable tool for preoperative prediction of early recurrence in HCC patients.
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Affiliation(s)
- Da Guo
- Department of Radiology, Physical and Mental Hospital of Nanchong City, Nanchong, Sichuan, PR China
| | - Liping Liu
- Department of Radiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, PR China
| | - Yu Jin
- Department of Radiology, Chengdu Second People’s Hospital, Chengdu, Sichuan, PR China
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Cheng Z, Wang L, Wang X, Xuan J, Xu B, You L. Analysis and comparison of trends in the burden of subarachnoid hemorrhage in china and globally, 1990-2021. J Stroke Cerebrovasc Dis 2025; 34:108303. [PMID: 40169105 DOI: 10.1016/j.jstrokecerebrovasdis.2025.108303] [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: 02/09/2025] [Revised: 03/26/2025] [Accepted: 03/29/2025] [Indexed: 04/03/2025] Open
Abstract
BACKGROUND Subarachnoid hemorrhage (SAH), the rarest form of hemorrhagic stroke, is associated with high mortality and disability rates. Therefore, it is a major public health concern. METHODS This study reviewed the epidemiological characteristics of SAH in China and worldwide, focusing on the 2021 Global Burden of Disease (GBD) database. Researchers, using the GBD database, conducted epidemiological studies that included joinpoint regression analyses covering the incidence, mortality, prevalence, and disability-adjusted life years of SAH in the years 1990-2021. This analysis revealed the trends and effects of SAH in China and globally. RESULTS From 1990 to 2021, the age-standardized incidence rate (ASIR) in China decreased from 17.96 to 7.81 per 100,000 people. The age-standardized mortality rate (ASMR) decreased from 27.29 to 4.72 per 100,000 people. This resulted in a 51.58 % reduction in mortality. In contrast, both the ASIR and ASMR showed a slower decline at the global level. China has reported that women aged 70 years and older are at a high risk for SAH. Furthermore, middle-aged men have high prevalence and mortality rates. CONCLUSIONS The current observations warrant the design of focused interventions for both the elderly and female patients with oblique stroke. They can be useful for addressing the SAH burden globally. This study provides valuable information regarding the effectiveness of existing healthcare interventions. This information can also inform future strategies for the prevention and management of SAH.
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Affiliation(s)
- Zhihua Cheng
- Department of Neurosurgery, The Chaohu Affiliated Hospital of Anhui Medical University, Hefei, PR China.
| | - Liang Wang
- Department of Neurosurgery, The Chaohu Affiliated Hospital of Anhui Medical University, Hefei, PR China.
| | - Xiang Wang
- Department of Neurosurgery, The Chaohu Affiliated Hospital of Anhui Medical University, Hefei, PR China.
| | - Jialong Xuan
- Department of Neurosurgery, The Chaohu Affiliated Hospital of Anhui Medical University, Hefei, PR China.
| | - Bin Xu
- Department of Neurosurgery, The Chaohu Affiliated Hospital of Anhui Medical University, Hefei, PR China.
| | - Longfei You
- Department of Neurosurgery, The Chaohu Affiliated Hospital of Anhui Medical University, Hefei, PR China.
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Ratiphunpong P, Inmutto N, Angkurawaranon S, Wantanajittikul K, Suwannasak A, Yarach U. A Pilot Study on Deep Learning With Simplified Intravoxel Incoherent Motion Diffusion-Weighted MRI Parameters for Differentiating Hepatocellular Carcinoma From Other Common Liver Masses. Top Magn Reson Imaging 2025; 34:e0316. [PMID: 40249154 DOI: 10.1097/rmr.0000000000000316] [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: 12/27/2024] [Accepted: 02/18/2025] [Indexed: 04/19/2025]
Abstract
OBJECTIVES To develop and evaluate a deep learning technique for the differentiation of hepatocellular carcinoma (HCC) using "simplified intravoxel incoherent motion (IVIM) parameters" derived from only 3 b-value images. MATERIALS AND METHODS Ninety-eight retrospective magnetic resonance imaging data were collected (68 men, 30 women; mean age 59 ± 14 years), including T2-weighted imaging with fat suppression, in-phase, out-of-phase, and diffusion-weighted imaging (b = 0, 100, 800 s/mm2). Ninety percent of data were used for stratified 10-fold cross-validation. After data preprocessing, diffusion-weighted imaging images were used to compute simplified IVIM and apparent diffusion coefficient (ADC) maps. A 17-layer 3D convolutional neural network (3D-CNN) was implemented, and the input channels were modified for different strategies of input images. RESULTS The 3D-CNN with IVIM maps (ADC, f, and D*) demonstrated superior performance compared with other strategies, achieving an accuracy of 83.25 ± 6.24% and area under the receiver-operating characteristic curve of 92.70 ± 8.24%, significantly surpassing the baseline of 50% (P < 0.05) and outperforming other strategies in all evaluation metrics. This success underscores the effectiveness of simplified IVIM parameters in combination with a 3D-CNN architecture for enhancing HCC differentiation accuracy. CONCLUSIONS Simplified IVIM parameters derived from 3 b-values, when integrated with a 3D-CNN architecture, offer a robust framework for HCC differentiation.
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Affiliation(s)
- Phimphitcha Ratiphunpong
- Department of Radiologic Technology, Faculty of Associated Medical Science, Chiang Mai University, Chiang Mai, Thailand
- Radiological Technology School, Faculty of Health Science Technology, Chulabhorn Royal Academy, Bangkok, Thailand; and
| | - Nakarin Inmutto
- Department of Radiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Salita Angkurawaranon
- Department of Radiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Kittichai Wantanajittikul
- Department of Radiologic Technology, Faculty of Associated Medical Science, Chiang Mai University, Chiang Mai, Thailand
| | - Atita Suwannasak
- Department of Radiologic Technology, Faculty of Associated Medical Science, Chiang Mai University, Chiang Mai, Thailand
| | - Uten Yarach
- Department of Radiologic Technology, Faculty of Associated Medical Science, Chiang Mai University, Chiang Mai, Thailand
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Meyer HJ, Leonhardi J, Potratz J, Jechorek D, Schramm KI, Borggrefe J, Surov A. Association between radiomics of diffusion-weighted imaging and histopathology in hepatocellular carcinoma. A preliminary investigation. Magn Reson Imaging 2025; 118:110356. [PMID: 39938670 DOI: 10.1016/j.mri.2025.110356] [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: 12/27/2024] [Revised: 02/06/2025] [Accepted: 02/08/2025] [Indexed: 02/14/2025]
Abstract
OBJECTIVE Diffusion-weighted imaging and the quantified apparent diffusion coefficient (ADC) correlate with cell density and histopathological features in tumors. Radiomics analysis may provide more insight into the underlying microstructure and may better correlate with histopathology. The present study used cross-sectional guided biopsy specimens to exploit the precise spatial localization of the performed biopsy to correlate radiomics features of the ADC map with immunohistochemical features in hepatocellular carcinoma (HCC). MATERIALS AND METHODS A total of 51 patients (11 female patients, 21.6 %) were included in the present study. The mean age was 71.9 ± 9.9 years, ranging from 42 to 91 years. Prebioptic liver MRI with diffusion-weighted imaging was used to correlate the radiomics features of the ADC maps with the immunohistochemical features quantified in liver biopsy. Proliferation potential Ki 67, leukocyte count and tumor-stroma ratio were evaluated as histopathological parameters. RESULTS The following ADC texture features were correlated with the Ki 67 index _MinNorm (r = -0.307, p = 0.03), Vertl_RLNonUni (r = - 0.309, p = 0.03), 135dr_RLNonUni (r = -0.346, p = 0.01). The texture feature _MinNorm achieved the best diagnostic accuracy with an area under the curve of 0.76 (95 % CI 0.60-0.91, p < 0.01) to discriminate between low and high proliferative HCC. Multiple statistically significant correlations were found between ADC texture features and tumor-stroma-ratio, the highest for S(0,1)Contrast (r = 0.460, p = 0.001). No statistically significant correlations were found between the ADC texture features with the CD45+ leukocyte count and grading. CONCLUSION Radiomics features of the ADC maps can reflect the underlying histopathology in HCC patients including the proliferation potential and tumor-stroma ratio but not CD45 positive cells and tumor grading. The complex interactions between quantitative imaging and histopathology need to be further investigated in a validation cohort.
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Affiliation(s)
- Hans-Jonas Meyer
- Department of Diagnostic and Interventional Radiology, University Hospital Leipzig, Leipzig, Germany.
| | - Jakob Leonhardi
- Department of Diagnostic and Interventional Radiology, University Hospital Leipzig, Leipzig, Germany
| | - Johann Potratz
- Department of Pathology, Otto von Guericke University Magdeburg, Magdeburg, Germany
| | - Dörthe Jechorek
- Department of Pathology, Otto von Guericke University Magdeburg, Magdeburg, Germany
| | - Kai Ina Schramm
- Department of Radiology and Nuclear Medicine, Otto von Guericke University Magdeburg, Magdeburg, Germany
| | - Jan Borggrefe
- Institute for Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling University, Ruhr University Bochum, Minden, Germany
| | - Alexey Surov
- Institute for Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling University, Ruhr University Bochum, Minden, Germany
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Mozafar M, Sadeghi S, Bagheri H, Mozafar M. Adjunctive use of guidewire-derived coils for endovascular embolization of arterial pseudoaneurysms: A case series of three patients. Int J Surg Case Rep 2025; 131:111392. [PMID: 40327915 DOI: 10.1016/j.ijscr.2025.111392] [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: 02/26/2025] [Revised: 04/04/2025] [Accepted: 04/28/2025] [Indexed: 05/08/2025] Open
Abstract
INTRODUCTION AND IMPORTANCE Pseudoaneurysms are abnormal arterial dilations that pose a significant risk of rupture, often arising from trauma or iatrogenic interventions. Endovascular embolization using coils is the preferred treatment; however, its high cost and limited availability in certain healthcare settings can hinder optimal management. This report explores the adjunctive use of guidewire-derived coils as a cost-effective solution for pseudoaneurysm embolization, particularly in resource-limited settings where conventional coils alone may be insufficient to achieve complete occlusion. CASE PRESENTATION We describe three patients with arterial pseudoaneurysms who were successfully treated using guidewire-derived coils alongside conventional coil embolization. Patient 1: A 53-year-old male with a pseudoaneurysm in the right inferior gluteal artery. Patient 2: A 30-year-old male with a traumatic pseudoaneurysm of the left axillary artery. Patient 3: A 28-year-old pregnant female with a pseudoaneurysm in the uterine branch of the right internal iliac artery. In all cases, conventional coil embolization was initially performed but remained incomplete due to limited availability of additional coils. Guidewire-derived coils were then utilized as an adjunctive embolic agent, successfully achieving complete occlusion of the pseudoaneurysms and yielding favorable clinical outcomes. CLINICAL DISCUSSION Endovascular coil embolization is a standard treatment for pseudoaneurysms, but financial and logistical constraints can limit access to commercial coils. Guidewire-derived coils, previously reported as an alternative, proved feasible, safe, and effective adjunct to the conventional coils in our cases. This approach broadens therapeutic options in resource-limited settings by reducing dependence on costly commercial coils. CONCLUSION Guidewire-derived coils offer a cost-effective adjunct for pseudoaneurysm embolization, providing a practical solution in settings where standard coils are limited or unavailable.
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Affiliation(s)
- Mehrdad Mozafar
- Division of Vascular and Endovascular Surgery, Department of Surgery, Shohada-Tajrish Medical Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Shahryar Sadeghi
- Trauma and Surgery Research Center, AJA University of Medical Sciences, Tehran, Iran
| | - Hamed Bagheri
- Department of Medical Physics, AJA University of Medical Sciences, Tehran, Iran
| | - Mohamad Mozafar
- Division of Vascular and Endovascular Surgery, Department of Surgery, Shohada-Tajrish Medical Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
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Guan J, Gong X, Zeng H, Zhang W, Qin Q, Gou H, Liu X, Song B. Gastrointestinal tumor personalized immunotherapy: an integrated analysis from molecular genetics to imaging biomarkers. Therap Adv Gastroenterol 2025; 18:17562848251333527. [PMID: 40297204 PMCID: PMC12035075 DOI: 10.1177/17562848251333527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2024] [Accepted: 03/24/2025] [Indexed: 04/30/2025] Open
Abstract
The immunotherapy landscape for gastrointestinal (GI) tumors is rapidly evolving. There is an urgent need for reliable biomarkers capable of predicting treatment outcomes to optimize therapeutic strategies and enhance patient prognosis. This review presents a comprehensive overview of biomarkers associated with the immunotherapy response of GI tumors, covering advances in molecular genetics, histopathological markers, and imaging. Key molecular biomarkers, such as microsatellite instability, tumor mutational burden, and programmed death-ligand 1 expression, remain critical for identifying patients likely to benefit from immune checkpoint inhibitors. The significance of tumor-infiltrating lymphocytes, notably the CD8+ T cell to regulatory T cell ratio, as a predictor of immunotherapy response is explored. In addition, advanced imaging techniques, including computed tomography (CT), magnetic resonance imaging, and positron emission tomography-CT, facilitate the noninvasive evaluation of tumor biology and therapeutic response. By bridging molecular and imaging data, this integrated strategy enhances precision in patient selection, treatment monitoring, and adaptive therapy design. Future studies should aim to validate these biomarkers in larger, multicenter cohorts and focus on clinical translation to advance precision medicine in GI oncology.
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Affiliation(s)
- Jian Guan
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
- Department of Radiology, Sichuan Provincial Corps Hospital, Chinese People’s Armed Police Forces, Leshan, China
| | - Xiaoling Gong
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Hanjiang Zeng
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Wei Zhang
- Department of Radiology, Sichuan Provincial Corps Hospital, Chinese People’s Armed Police Forces, Leshan, China
| | - Qing Qin
- Department of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Hongfeng Gou
- Department of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Xijiao Liu
- Department of Radiology, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu 610041, China
- Department of Radiology, Sanya People’s Hospital, Sanya, Hainan, China
| | - Bin Song
- Department of Radiology, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu 610041, China
- Department of Radiology, Sanya People’s Hospital, Sanya, Hainan, China
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Haruna Y, Yakushijin T, Yamakawa M, Nakazawa T. Anticancer effects of vitamin K combined with transarterial chemoembolization in hepatocellular carcinoma, a randomized controlled trial. Br J Cancer 2025:10.1038/s41416-025-03022-4. [PMID: 40263401 DOI: 10.1038/s41416-025-03022-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 04/01/2025] [Accepted: 04/07/2025] [Indexed: 04/24/2025] Open
Abstract
BACKGROUND We have previously reported that vitamin K dosing augments the anticancer effects of sorafenib by suppressing levels of des-γ-carboxy prothrombin, a known tumor growth and angiogenesis factor produced in HCC under sorafenib-induced ischemia. Herein, we aimed to establish whether vitamin K dosing could afford a similar anticancer effect when combined with transarterial chemoembolization (TACE). METHODS We performed a randomized controlled trial, assigning patients with unresectable HCC (1:1) to TACE + vitamin K or TACE alone groups. Co-primary endpoints were objective response rate and PFS; the secondary endpoint was safety. RESULTS The TACE + vitamin K group (n = 50) exhibited a significantly higher objective response rate than the TACE alone group (n = 51) (96.0% vs. 82.4%, p = 0.028). The PFS was significantly longer in the TACE + vitamin K group than that in the TACE alone group (median time: 262 days [95% confidence interval (CI), 35.8-488.2 days] vs. 146 days [95% CI, 111.6-180.4 days]; p = 0.013, hazard ratio: 0.55 [95% CI, 0.34-0.89]). There were no significant differences in the incidence of adverse events between groups. CONCLUSIONS Compared with TACE alone, vitamin K dosing combined with TACE improved anticancer outcomes. CLINICAL TRIAL NUMBER UMIN000026404.
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Affiliation(s)
- Yoshimichi Haruna
- Department of Medical Affairs, Osaka Psychiatric Medical Center, Hirakata City, Osaka Prefecture, Japan.
| | - Takayuki Yakushijin
- Department of Gastroenterology and Hepatology, Osaka General Medical Center, Osaka City, Osaka Prefecture, Japan
- Liver Cancer Center, Osaka General Medical Center, Osaka City, Osaka Prefecture, Japan
| | - Miho Yamakawa
- Liver Cancer Center, Osaka General Medical Center, Osaka City, Osaka Prefecture, Japan
- Department of Diagnostic Imaging, Osaka General Medical Center, Osaka City, Osaka Prefecture, Japan
| | - Tetsuo Nakazawa
- Liver Cancer Center, Osaka General Medical Center, Osaka City, Osaka Prefecture, Japan
- Department of Diagnostic Imaging, Osaka General Medical Center, Osaka City, Osaka Prefecture, Japan
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Choi J, Gordon A, Eresen A, Zhang Z, Borhani A, Bagci U, Lewandowski R, Kim DH. Current applications of radiomics in the assessment of tumor microenvironment of hepatocellular carcinoma. Abdom Radiol (NY) 2025:10.1007/s00261-025-04916-w. [PMID: 40208284 DOI: 10.1007/s00261-025-04916-w] [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: 11/30/2024] [Revised: 02/10/2025] [Accepted: 03/25/2025] [Indexed: 04/11/2025]
Abstract
The tumor microenvironment (TME) of hepatocellular carcinoma (HCC) has garnered significant attention, especially with the rise of immunotherapy as a treatment strategy. Radiomics, an innovative technique, offers valuable insights into the intricate structure of the TME. This review highlights recent advancements in radiomics for analyzing the HCC TME, identifies key areas that warrant further research, and explores comprehensive multi-omics approaches that extend the potential of radiomics to new frontiers.
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Affiliation(s)
- Junghwa Choi
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, 60611, USA
| | - Andrew Gordon
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, 60611, USA
| | - Aydin Eresen
- Department of Radiological Sciences, University of California, Irvine, Irvine, USA
| | - Zhuoli Zhang
- Department of Radiological Sciences, University of California, Irvine, Irvine, USA
| | - Amir Borhani
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, 60611, USA
| | - Ulas Bagci
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, 60611, USA
| | - Robert Lewandowski
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, 60611, USA
| | - Dong-Hyun Kim
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, 60611, USA.
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, 60611, USA.
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Li Y, Zhou L, Sun K, Guo R, Li Z, Wen Q, Fu G, Yang S. Integrated network pharmacology, proteomics, molecular docking, and experiments in vivo and in vitro to explore the efficacy and potential mechanism of bufalin against hepatocellular carcinoma angiogenesis. JOURNAL OF ETHNOPHARMACOLOGY 2025; 345:119589. [PMID: 40057142 DOI: 10.1016/j.jep.2025.119589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2024] [Revised: 02/16/2025] [Accepted: 03/05/2025] [Indexed: 03/29/2025]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Bufalin is a potent bioactive compound extracted from the venom of toads such as Bufo gargarizans. It has rich pharmacological effects, and its traditional applications mainly include anti-cancer, anti-inflammatory and analgesic, especially in cancer treatment, which has been a hot topic of research. Prior research has suggested that bufalin may have anti-tumor angiogenic effects. However, the efficacy and mechanism of bufalin inhibiting hepatocellular carcinoma (HCC) angiogenesis have yet to be further investigated. AIM OF THE STUDY An extensive detailed strategy via network pharmacology, proteomics, histopathological analysis, molecular docking, in vitro experiments, and in vivo magnetic resonance imaging (MRI) examinations were adopted to investigate the efficacy and mechanisms of bufalin against HCC angiogenesis. MATERIALS AND METHODS Micro-vessel density (MVD) and intravoxel incoherent motion (IVIM) perfusion-related parameters based on magnetic resonance diffusion-weighted imaging were used to identify the effect of bufalin against HCC angiogenesis. Potential bufalin and HCC targets were gathered from appropriate databases. The STRING database was used to construct the target protein interaction networks. The "clusterprofiler" package (version 4.2.2) in R was applied to conduct the target-related Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment and Gene Ontology (GO) analysis. Network pharmacology and proteomics were integrated to identify key targets and pathways related to bufalin against HCC angiogenesis. Molecular docking and Western Blot were utilized to validate the findings. RESULTS Analysis through IVIM and MVD showed that bufalin could inhibit HCC angiogenesis in nude mice models. A total of 159 common targets of bufalin and HCC were identified by network pharmacology. GO analysis revealed that these targets focused on multiple angiogenesis-related biological processes, including endothelial cell proliferation and migration, sprouting angiogenesis, and regulation of angiogenesis. The KEGG enrichment results suggested that bufalin could regulate multiple signaling pathways to inhibit HCC angiogenesis, including VEGF, MAPK, PI3K-Akt, mTOR, and HIF-1 signaling pathways. MAPK1, MAPK14, PRKCA, EIF4E, and APEX1 might be critical targets in regulating the above pathways. The molecular docking and Western blot analysis verified the effects of bufalin on target proteins. CONCLUSION This study demonstrated that bufalin might inhibit HCC angiogenesis by regulating multiple targets and pathways. These findings offer theoretical insights and experimental foundations for the clinical application and commercial development of bufalin in the treatment of HCC.
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Affiliation(s)
- Yuanchao Li
- Department of Radiology, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, 274 Middle Zhi-Jiang Road, Shanghai, 200071, People's Republic of China
| | - Lingwei Zhou
- Department of Radiology, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, 274 Middle Zhi-Jiang Road, Shanghai, 200071, People's Republic of China
| | - Kang Sun
- Department of Laboratory, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, 274 Middle Zhi-Jiang Road, Shanghai, 200071, People's Republic of China
| | - Ran Guo
- Department of Radiology, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, 274 Middle Zhi-Jiang Road, Shanghai, 200071, People's Republic of China
| | - Zehua Li
- Department of Radiology, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, 274 Middle Zhi-Jiang Road, Shanghai, 200071, People's Republic of China
| | - Qingqing Wen
- GE Healthcare, MR Research, Beijing, PK, People's Republic of China
| | - Guifeng Fu
- GE Healthcare, MR Research, Beijing, PK, People's Republic of China
| | - Shuohui Yang
- Department of Radiology, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, 274 Middle Zhi-Jiang Road, Shanghai, 200071, People's Republic of China.
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11
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Pereira Herrera B, Emanuel K, Emans PJ, van Griensven M, Cillero-Pastor B. Infrapatellar fat pad as a source of biomarkers and therapeutic target for knee osteoarthritis. Arthritis Res Ther 2025; 27:81. [PMID: 40188073 PMCID: PMC11972505 DOI: 10.1186/s13075-025-03517-8] [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: 11/12/2024] [Accepted: 02/21/2025] [Indexed: 04/07/2025] Open
Abstract
BACKGROUND AND OBJECTIVE Osteoarthritis (OA) is a multifactorial and highly prevalent disease in elderly adults; however, its pathogenesis, diagnosis, and treatment are unmet needs nowadays. Research efforts have focused on elucidating the molecular mechanisms involved in the pathogenesis, onset, and progression of OA to facilitate early detection and effective therapeutic approaches. Infrapatellar fat pad (IPFP) represents a promising novel source of OA biomarkers given that it is an active player in OA. This review aims to investigate the current literature regarding the potential of the IPFP as a source of diagnostic and prognostic biomarkers for OA as well as potential target for novel therapies. METHODS A literature search was conducted in the PubMed database in June 2024. We included cross-sectional and longitudinal studies based on IPFP from human OA patients, oriented in the identification of imaging, biochemical, and molecular biomarkers in the IPFP. RESULTS After screening and evaluation, we included a total of 61 studies. Most of the imaging publications (n = 47) on IPFP are based on magnetic resonance imaging (MRI) that revealed potential semiquantitative and quantitative imaging biomarkers linked to inflammation, fibrosis, pain, and joint degeneration imaging parameters. Biochemical and molecular studies (n = 14) pointed out an increase in interleukin-6 (IL-6), fatty acid-binding protein 4 (FABP4), adiponectin, and lysophosphatidylcholine (LysoPC) in the IPFP during OA progression. CONCLUSIONS Imaging, biochemical, and molecular studies indicate OA potential biomarkers in the IPFP related to inflammation, lipid dysregulation, and fibrosis. The combination of imaging and biochemical biomarkers could provide a better prediction of OA onset and the identification of OA progressors at an early stage. The IPFP study could also reveal potential therapeutic targets with the vision of better precision medicine.
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Affiliation(s)
- Betzabeth Pereira Herrera
- Department of Cell Biology-Inspired Tissue Engineering, MERLN Institute for Technology-Inspired Regenerative Medicine, University of Maastricht, Maastricht, The Netherlands
| | - Kaj Emanuel
- Department of Orthopedic Surgery and Sports Medicine, Amsterdam UMC, Location AMC, University of Amsterdam, Amsterdam Movement Sciences, Amsterdam, The Netherlands
| | - Pieter J Emans
- Department of Orthopedic Surgery, Joint-Preserving Clinic, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Martijn van Griensven
- Department of Cell Biology-Inspired Tissue Engineering, MERLN Institute for Technology-Inspired Regenerative Medicine, University of Maastricht, Maastricht, The Netherlands
| | - Berta Cillero-Pastor
- Department of Cell Biology-Inspired Tissue Engineering, MERLN Institute for Technology-Inspired Regenerative Medicine, University of Maastricht, Maastricht, The Netherlands.
- Maastricht MultiModal Molecular Imaging Institute (M4I), Maastricht University, Maastricht, The Netherlands.
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12
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Han X, Zhang X, Kang L, Feng S, Li Y, Zhao G. Peptide-modified nanoparticles for doxorubicin delivery: Strategies to overcome chemoresistance and perspectives on carbohydrate polymers. Int J Biol Macromol 2025; 299:140143. [PMID: 39855525 DOI: 10.1016/j.ijbiomac.2025.140143] [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: 12/16/2024] [Revised: 01/07/2025] [Accepted: 01/20/2025] [Indexed: 01/27/2025]
Abstract
Chemotherapy serves as the primary treatment for cancers, facing challenges due to the emergence of drug resistance. Combination therapy has been developed to combat cancer drug resistance, yet it still suffers from lack of specific targeting of cancer cells and poor accumulation at the tumor site. Consequently, targeted administration of chemotherapy medications has been employed in cancer treatment. Doxorubicin (DOX) is one of the most frequently used chemotherapeutics, functioning by inhibiting topoisomerase activity. Enhancing the anti-cancer effects of DOX and overcoming drug resistance can be accomplished via delivery by nanoparticles. This review will focus on the development of peptide-DOX conjugates, the functionalization of nanoparticles with peptides, the co-delivery of DOX and peptides, as well as the theranostic use of peptide-modified nanoparticles in cancer treatment. The peptide-DOX conjugates have been designed to enhance the targeted delivery to cancer cells by interacting with receptors that are overexpressed on tumor surfaces. Moreover, nanoparticles can be modified with peptides to improve their uptake in tumor cells via endocytosis. Nanoparticles have the ability to co-deliver DOX along with therapeutic peptides for enhanced cancer treatment. Finally, nanoparticles modified with peptides can offer theranostic capabilities by facilitating both imaging and the delivery of DOX (chemotherapy).
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Affiliation(s)
- Xu Han
- Department of Traditional Chinese medicine, The First Hospital of China Medical University, Shenyang, China
| | - Xue Zhang
- Department of Gynecology, The First Hospital of China Medical University, Shenyang, China
| | - Longdan Kang
- Department of Ophthalmology, The First Hospital of China Medical University, Shenyang, China
| | - Shuai Feng
- Department of Otolaryngology, The First Hospital of China Medical University, Shenyang, China.
| | - Yinyan Li
- Department of Ultrasonic Diagnosis, The First Hospital of China Medical University, Shenyang, China.
| | - Ge Zhao
- Department of Obstetrics, The First Hospital of China Medical University, Shenyang, China.
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13
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Wu Z, Ouyang S, Gao J, Hu J, Guo Q, Liu D, Ren K. Role of Radiomics-based Multiomics Panel in the Microenvironment and Prognosis of Hepatocellular Carcinoma. Acad Radiol 2025; 32:1961-1970. [PMID: 39765431 DOI: 10.1016/j.acra.2024.12.039] [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: 10/23/2024] [Revised: 11/20/2024] [Accepted: 12/18/2024] [Indexed: 04/11/2025]
Abstract
Hepatocellular carcinoma (HCC) is the most prevalent form of liver tumor, characterized by restricted therapeutic options and typically low long-term survival rates. Recently, immunotherapy has revolutionized HCC treatment, making the tumor microenvironment (TME) a research focus. Radiomics is increasingly crucial in HCC clinical decisions, offering advanced tools for TME characterization and prognosis assessment. Meanwhile, advancements in pathomics provide new insights into HCC's comprehensive traits and details. Advancements in genomics and transcriptomics enable the integration of radiomics and pathomics with genetic data to better understand HCC heterogeneity and its microenvironment, aiding prognostic assessments. This review provides a comprehensive overview of pivotal radiomics studies focused on TME prediction, underscoring the synergistic effects of integrating multiomics approaches for TME analysis and HCC outcome prediction. It critically examines the challenges and opportunities inherent in multiomics research, emphasizing its substantial significance in both research and clinical contexts.
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Affiliation(s)
- Ziqian Wu
- Department of Radiology, Xiang'an Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen radiological Control Center, Xiamen 361102, Fujian, China (Z.W., J.G., Q.G., K.R.)
| | - Siyu Ouyang
- Department of Radiology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou 510630, Guangdong, China (S.O.)
| | - Jidong Gao
- Department of Radiology, Xiang'an Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen radiological Control Center, Xiamen 361102, Fujian, China (Z.W., J.G., Q.G., K.R.)
| | - Jingyi Hu
- Department of Radiology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Fujian, China (J.H.)
| | - Qiu Guo
- Department of Radiology, Xiang'an Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen radiological Control Center, Xiamen 361102, Fujian, China (Z.W., J.G., Q.G., K.R.)
| | - Danyang Liu
- Department of Radiology, The Second Affiliated Hospital of Dalian Medical University, Dalian 116027, Liaoning, China (D.L.)
| | - Ke Ren
- Department of Radiology, Xiang'an Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen radiological Control Center, Xiamen 361102, Fujian, China (Z.W., J.G., Q.G., K.R.).
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14
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Bahsoun A, Hussain HK. Integrating Omics: A New Paradigm in the Management of Hepatocellular Carcinoma. Acad Radiol 2025; 32:2330-2333. [PMID: 40118758 DOI: 10.1016/j.acra.2025.02.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2025] [Accepted: 02/10/2025] [Indexed: 03/23/2025]
Affiliation(s)
- Aymen Bahsoun
- Department of Radiology, University of Michigan and Michigan Medicine, Michigan Institute of Imaging Technology and Translation, 1500 E Medical Center Drive, Ann Arbor, MI 48109 (A.B., H.K.H.)
| | - Hero K Hussain
- Department of Radiology, University of Michigan and Michigan Medicine, Michigan Institute of Imaging Technology and Translation, 1500 E Medical Center Drive, Ann Arbor, MI 48109 (A.B., H.K.H.).
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15
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Ma S, Zhu Y, Pu C, Li J, Zhong B. Computed tomography radiomics combined with clinical parameters for hepatocellular carcinoma differentiation: a machine learning investigation. Pol J Radiol 2025; 90:e140-e150. [PMID: 40321709 PMCID: PMC12049157 DOI: 10.5114/pjr/200631] [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: 11/13/2024] [Accepted: 01/29/2025] [Indexed: 05/08/2025] Open
Abstract
Purpose To evaluate the performance of a combined clinical-radiomics model using multiple machine learning approaches for predicting pathological differentiation in hepatocellular carcinoma (HCC). Material and methods A total of 196 patients with pathologically confirmed HCC, who underwent preoperative computed tomography (CT) were retrospectively enrolled (training: n = 156; validation: n = 40). The modelling process included the folowing: (1) clinical model construction through logistic regression analysis of risk factors; (2) radiomics model development by comparing 6 machine learning classifiers; and (3) integration of optimal clinical and radiomic features into a combined model. Model performance was assessed using the area under the curve (AUC), calibration curves, and decision curve analysis (DCA). A nomogram was constructed for clinical implementation. Results Two clinical risk factors (BMI and CA153) were identified as independent predictors of differentiated HCC. The clinical model showed moderate performance (AUC: training = 0.705, validation = 0.658). The radiomics model demonstrated improved prediction capability (AUC: training = 0.840, validation = 0.716). The combined model achieved the best performance in differentiating HCC pathological grades (AUC: training = 0.878, validation = 0.747). Conclusions The integration of CT radiomics features with clinical parameters through machine learning provides a promising non-invasive approach for predicting HCC pathological differentiation. This combined model could serve as a valuable tool for preoperative treatment planning.
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Affiliation(s)
- Shijing Ma
- School of Basic Medical Sciences, Youjiang Medical University for Nationalities, Baise City, China
- Department of Radiology, Affiliated Hospital of Youjiang Medical University for Nationalities, Baise City, China
| | | | - Changhong Pu
- Department of Radiology, Affiliated Hospital of Youjiang Medical University for Nationalities, Baise City, China
| | - Jin Li
- School of Basic Medical Sciences, Youjiang Medical University for Nationalities, Baise City, China
- Department of Biochemistry, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Bin Zhong
- School of Basic Medical Sciences, Youjiang Medical University for Nationalities, Baise City, China
- Modern Industrial College of Biomedicine and Great Health, Youjiang Medical University for Nationalities, Baise City, China
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16
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Zhan D, Yang Z, Li P, Pan J. Therapeutic targets for gastrointestinal diseases: proteome-wide Mendelian randomization and colocalization analyses. Postgrad Med J 2025; 101:283-290. [PMID: 39400547 DOI: 10.1093/postmj/qgae140] [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: 08/05/2024] [Revised: 09/04/2024] [Accepted: 09/25/2024] [Indexed: 10/15/2024]
Abstract
PURPOSE This study was aimed to identify serum proteins linked with gastrointestinal diseases by proteome-wide Mendelian randomization analysis. METHODS We determined the casual relationship between 732 kinds of circulating proteins and the 24 kinds of gastrointestinal diseases via Mendelian randomization analysis. RESULTS Four circulating proteins (FCGR3B, IL-12B, MAPKAPK2, and IL-23R) were associated with the occurrence of ulcerative colitis (UC), and IL23R was also correlated with risk of Crohn's disease (CD). Genetically predicted levels of IL23R were strongly correlated with the risk of UC and CD based on the high supporting evidence of colocalization analysis. Five circulating proteins (NOV, EFEMP1, ADGRE2, LCT, and SEMA3G) were associated with the risk of diverticulosis disease. With high supporting evidence of colocalization, genetically predicted levels of NOV and SEMA3G were inversely correlated with the risk of diverticulosis disease. Five circulating proteins (FUT3, FUT5, CRHBP, SULT2A1, and QPCTL) were associated with the occurrence of cholelithiasis. With high supporting evidence of colocalization, genetically predicted levels of FUT3 and CRHBP were inversely correlated with the risk of cholelithiasis. CONCLUSIONS The proteome-wide Mendelian randomization investigation identified several circulating proteins associated with the risk of UC, CD, diverticular disease and cholelithiasis, which reinforced the understanding of molecular pathogenesis and design of therapeutic targets.
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Affiliation(s)
- Daqin Zhan
- Department of Gastroenterology, Taihe Hospital, Hubei University of Medicine, No. 32 Renmin South Road, Maojian District, Shiyan, Hubei 442000, China
| | - Zhihao Yang
- Department of Gastroenterology, Taihe Hospital, Hubei University of Medicine, No. 32 Renmin South Road, Maojian District, Shiyan, Hubei 442000, China
| | - Pengcheng Li
- Department of Gastroenterology, Taihe Hospital, Hubei University of Medicine, No. 32 Renmin South Road, Maojian District, Shiyan, Hubei 442000, China
| | - Jun Pan
- Department of Gastroenterology, Taihe Hospital, Hubei University of Medicine, No. 32 Renmin South Road, Maojian District, Shiyan, Hubei 442000, China
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17
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Wang LL, Zhang FC, Xu HX, Deng DD, Ren BJ, Tan Q, Liu YX, Zhao WH, Lu JL. Advances in imaging techniques for tumor microenvironment evaluation in hepatocellular carcinoma. World J Gastroenterol 2025; 31:103454. [PMID: 40093677 PMCID: PMC11886532 DOI: 10.3748/wjg.v31.i10.103454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2024] [Revised: 12/31/2024] [Accepted: 02/11/2025] [Indexed: 02/26/2025] Open
Abstract
The tumor microenvironment (TME) plays a critical role in the development and treatment of liver cancer, which ranks sixth in incidence and third in mortality worldwide, according to the "Global Cancer Statistics 2022". Hepatocellular carcinoma (HCC), the most common form of liver cancer, is heavily influenced by the TME, which affects tumor growth, invasion, metastasis, and the response to various treatments. Despite advancements in surgery, liver transplantation, targeted therapies, and immunotherapy, the complexity of the TME often limits treatment efficacy, especially in advanced-stage HCC cases. The TME consists of a dynamic interaction between tumor cells, immune cells, fibroblasts, blood vessels, and signaling molecules, all of which contribute to cancer progression and therapy resistance. Assessing the HCC TME is essential for designing effective, personalized treatments and improving patient outcomes. Recent research highlights the value of imaging technologies as non-invasive tools to evaluate the TME, offering new possibilities for more targeted therapies and better prognosis monitoring in HCC patients.
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Affiliation(s)
- Li-Li Wang
- Department of Radiology, The First Hospital of Lanzhou University, Lanzhou 730030, Gansu Province, China
| | - Fa-Chang Zhang
- First Clinical Medical School of Lanzhou University, Lanzhou University, Lanzhou 730030, Gansu Province, China
| | - Han-Xin Xu
- First Clinical Medical School of Lanzhou University, Lanzhou University, Lanzhou 730030, Gansu Province, China
| | - Dian-Dian Deng
- First Clinical Medical School of Lanzhou University, Lanzhou University, Lanzhou 730030, Gansu Province, China
| | - Bing-Jie Ren
- First Clinical Medical School of Lanzhou University, Lanzhou University, Lanzhou 730030, Gansu Province, China
| | - Qi Tan
- First Clinical Medical School of Lanzhou University, Lanzhou University, Lanzhou 730030, Gansu Province, China
| | - Ya-Xin Liu
- First Clinical Medical School of Lanzhou University, Lanzhou University, Lanzhou 730030, Gansu Province, China
| | - Wen-Hui Zhao
- First Clinical Medical School of Lanzhou University, Lanzhou University, Lanzhou 730030, Gansu Province, China
| | - Jia-Le Lu
- First Clinical Medical School of Lanzhou University, Lanzhou University, Lanzhou 730030, Gansu Province, China
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18
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Tian W, Hu T, Luo S, Zhao G, Zhao R, Zhao Y, Li Q, Yao Z, Huang Q. Postoperative pancreatic fistula is higher in patients with necrotizing pancreatitis who develop a colon-transverse fistula. Langenbecks Arch Surg 2025; 410:88. [PMID: 40044910 PMCID: PMC11882662 DOI: 10.1007/s00423-024-03578-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2024] [Accepted: 12/09/2024] [Indexed: 03/09/2025]
Abstract
BACKGROUND This study explores the association between the need for open necrosectomy (ON) during infected necrotizing pancreatitis (INP) treatment and the development of postoperative pancreatic fistula (POPF) following definitive surgery (DS) for transverse colonic fistulas. MATERIALS AND METHODS This study was conducted at two tertiary hospitals and included patients who underwent DS for colonic fistula secondary to INP from January 2009 to December 2023. Patients were followed until hospital discharge. The primary outcome was the incidence of POPF. RESULTS A total of 135 patients were included. The median age was 38 years (interquartile range [IQR]: 32-44 years), with 85 (62.9%) being male. ON was required in 52 patients (38.5%), with 24 patients developing POPF post-DS. The need for ON (odds ratio [OR] = 2.78, 95% confidence interval [CI]: 1.03-7.58, p = 0.040) and the interval from INP resolution to DS (OR = 0.82, 95% CI: 0.68-0.92, p = 0.011) were associated with POPF. CONCLUSION The need for ON during INP treatment is significantly associated with an increased risk of POPF following DS for transverse colonic fistulas.
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Affiliation(s)
- Weiliang Tian
- Research Institute of General Surgery, Jinling Hospital, Nanjing Medical University, Zhongshan Road NO.E.305, Nanjing, Jiangsu, China
| | - Tao Hu
- Department of General Surgery, Jiangning Hospital, Hushan Road NO.169, Nanjing, Jiangsu, China
| | - Shikun Luo
- Department of General Surgery, Jiangning Hospital, Hushan Road NO.169, Nanjing, Jiangsu, China
| | - Guoping Zhao
- Department of General Surgery, Jiangning Hospital, Hushan Road NO.169, Nanjing, Jiangsu, China.
| | - Risheng Zhao
- Department of General Surgery, Jiangning Hospital, Hushan Road NO.169, Nanjing, Jiangsu, China.
| | - Yunzhao Zhao
- Department of General Surgery, Jiangning Hospital, Hushan Road NO.169, Nanjing, Jiangsu, China.
| | - Qiurong Li
- Research Institute of General Surgery, Jinling Hospital, Nanjing Medical University, Zhongshan Road NO.E.305, Nanjing, Jiangsu, China.
| | - Zheng Yao
- Department of General Surgery, Jiangning Hospital, Hushan Road NO.169, Nanjing, Jiangsu, China.
| | - Qian Huang
- Research Institute of General Surgery, Jinling Hospital, Nanjing Medical University, Zhongshan Road NO.E.305, Nanjing, Jiangsu, China.
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Long S, Li M, Chen J, Zhong L, Dai G, Pan D, Liu W, Yi F, Ruan Y, Zou B, Chen X, Fu K, Li W. Transfer learning radiomic model predicts intratumoral tertiary lymphoid structures in hepatocellular carcinoma: a multicenter study. J Immunother Cancer 2025; 13:e011126. [PMID: 40037925 PMCID: PMC11881188 DOI: 10.1136/jitc-2024-011126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2024] [Accepted: 02/16/2025] [Indexed: 03/06/2025] Open
Abstract
BACKGROUND Intratumoral tertiary lymphoid structures (iTLS) in hepatocellular carcinoma (HCC) are associated with improved survival and may influence treatment decisions. However, their non-invasive detection remains challenging in HCC. We aim to develop a non-invasive model using baseline contrast-enhanced MRI to predict the iTLS status. METHODS A total of 660 patients with HCC who underwent surgery were retrospectively recruited from four centers between October 2015 and January 2023 and divided into training, internal test, and external validation sets. After features dimensionality and selection, corresponding features were used to construct transfer learning radiomic (TLR) models for diagnosing iTLS, and model interpretability was explored with pathway analysis in The Cancer Genome Atlas-Liver HCC. The performances of models were assessed using the area under the receiver operating characteristic curve (AUC). The log-rank test was used to evaluate the prognostic value of the TLR model. The combination therapy set of 101 patients with advanced HCC treated with first-line anti-programmed death 1 or ligand 1 plus antiangiogenic treatment between January 2021 and January 2024 was used to investigate the value of the TLR model for evaluating the treatment response. RESULTS The presence of iTLS was identified in 46.0% (n=308) patients. The TLR model demonstrated excellent performance in predicting the presence of iTLS in training (AUC=0.91, 95% CI: 0.87, 0.94), internal test (AUC=0.85, 95% CI: 0.77, 0.93) and external validation set (AUC=0.85, 95% CI: 0.81, 0.90). The TLR model-predicted iTLS group has favorable overall survival (HR=0.66; 95% CI: 0.48, 0.90; p=0.007) and relapse-free survival (HR=0.64; 95% CI: 0.48, 0.85; p=0.001) in the external validation set. The model-predicted iTLS status was associated with inflammatory response and specific tumor-associated signaling activation (all p<0.001). The proportion of treatment responders was significantly higher in the model-predicted group with iTLS than in the group without iTLS (36% vs 13.73%, p=0.009). CONCLUSION The TLR model has indicated accurate prediction of iTLS status, which may assist in the risk stratification for patients with HCC in clinical practice.
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Affiliation(s)
- Shichao Long
- Department of Radiology, and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha, Hunan, China
- Institute of Molecular Precision Medicine and Hunan Key Laboratory of Molecular Precision Medicine, Xiangya Hospital Central South University Department of General Surgery, Changsha, Hunan, China
| | - Mengsi Li
- Department of Radiology, and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Juan Chen
- Department of Radiology, and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Linhui Zhong
- Department of Radiology, and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Ganmian Dai
- Department of Radiology, The Second Affiliated Hospital of Hainan Medical University, Haikou, Hainan, China
| | - Deng Pan
- Department of Nuclear Medicine, Hainan Cancer Hospital, Haikou, Hainan, China
| | - Wenguang Liu
- Department of Radiology, and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Feng Yi
- Institute of Molecular Precision Medicine and Hunan Key Laboratory of Molecular Precision Medicine, Xiangya Hospital Central South University Department of General Surgery, Changsha, Hunan, China
| | - Yue Ruan
- Department of Radiology, and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Bocheng Zou
- Department of Radiology, and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Xiong Chen
- Department of Oncology, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, Fujian, China
| | - Kai Fu
- Institute of Molecular Precision Medicine and Hunan Key Laboratory of Molecular Precision Medicine, Xiangya Hospital Central South University Department of General Surgery, Changsha, Hunan, China
- Hunan Key Laboratory of Molecular Precision Medicine, Department of General Surgery, Xiangya Hospital & Center for Medical Genetics, School of Life Sciences, Central South University, Changsha, Hunan, China
- MOE Key Lab of Rare Pediatric Diseases & Hunan Key Laboratory of Medical Genetics of the School of Life Sciences, Central South University, Changsha, Hunan, China
| | - Wenzheng Li
- Department of Radiology, and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha, Hunan, China
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Shin S, Kim YW, Sheen SH, Park SQ, Jin SC, Jeon JP, Lee JY, Lee BC, Lim YW, Kim GO, Kwon YU, Lee YR, Han SY, Oh JS. Epidemiology and Functional Outcome of Acute Stroke Patients in Korea Using Nationwide data. J Korean Neurosurg Soc 2025; 68:159-176. [PMID: 39313854 PMCID: PMC11924632 DOI: 10.3340/jkns.2024.0118] [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: 07/14/2024] [Accepted: 09/21/2024] [Indexed: 09/25/2024] Open
Abstract
OBJECTIVE Korea's healthcare system and policy promotes early, actively stroke treatment to improve prognosis. This study represents stroke epidemiology and outcomes in Korea. METHODS This study investigated data from the Acute Stroke Assessment Registry. The registry collects data from over 220 hospitals nationwide, focusing on quality stroke service management. Data analysis included patient demographics, stroke severity assessment, and discharge prognosis measurement using standardized scales. RESULTS Eighty-six thousand five hundred sixty-eight acute stroke patients were collected with demographic and clinical characteristics during 18 months from 2016, 2018, and between 2020 to 2021, focusing on acute subarachnoid hemorrhage (SAH), acute intracerebral hemorrhage (ICH), and acute ischemic stroke. Of these 86568 patients, 8.3% was SAH, 16.3% ICH, and 74.9% ischemic stroke. Trends showed decreasing SAH and increasing ICH cases over the years. 68.3% stroke patients had the clear onset time. 49.6% stroke patients arrived within 4.5 hours of symptom onset, with more patients treated at general hospitals. Good functional outcomes at discharge was obtained with 58.3% of acute stroke patients, 55.9% of SAH patients, 34.6% of ICH patients, and 63.8% of ischemic stroke patients. CONCLUSION The results showed that ischemic stroke was the most common subtype, followed by ICH and SAH. Prognosis differed among subtypes, with favorable outcomes more common in ischemic stroke and SAH compared to ICH.
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Affiliation(s)
- Seungmin Shin
- Department of Neurosurgery, Soonchunhyang University Cheonan Hospital, College of Medicine, Soonchunhyang University, Cheonan, Korea
| | - Young Woo Kim
- Department of Neurosurgery, Uijeongbu St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Seung Hun Sheen
- Department of Neurosurgery, Bundang CHA Medical Center, CHA University, Seongnam, Korea
| | - Sukh Que Park
- Department of Neurosurgery, Soonchunhyang University Seoul Hospital, College of Medicine, Soonchunhyang University, Seoul, Korea
| | - Sung-Chul Jin
- Department of Neurosurgery, Inje University Haeundae Paik Hospital, Busan, Korea
| | - Jin Pyeong Jeon
- Department of Neurosurgery, Hallym University College of Medicine, Chuncheon, Korea
| | - Ji Young Lee
- Department of Neurosurgery, Uijeongbu St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Boung Chul Lee
- Health Insurance Review & Assessment Service (HIRA), Wonju, Korea
| | - Young Wha Lim
- Health Insurance Review & Assessment Service (HIRA), Wonju, Korea
| | - Gui Ok Kim
- Health Insurance Review & Assessment Service (HIRA), Wonju, Korea
| | - Youg Uk Kwon
- Healthcare Review and Assessment Committee (HCRAC), Seoul, Korea
| | - Yu Ra Lee
- Cardio-Cerebrovascular Disease Assessment Division, Quality Assessment Administration Department, Healthcare Review and Assessment Committee (HCRAC), Seoul, Korea
| | - So Young Han
- Quality Assessment Management Division, Quality Assessment Department , Healthcare Review and Assessment Committee (HCRAC), Seoul, Korea
| | - Jae Sang Oh
- Department of Neurosurgery, Uijeongbu St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
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21
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Yu Z, Leng B, You R, Diao L, Xu Q, Yin G. Comparative Efficacy of Lenvatinib Plus Immunotherapy and Regorafenib Plus Immunotherapy After Lenvatinib Failure for Advanced Hepatocellular Carcinoma: A Retrospective Study. Drugs Real World Outcomes 2025; 12:135-143. [PMID: 39833610 PMCID: PMC11829866 DOI: 10.1007/s40801-024-00480-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/24/2024] [Indexed: 01/22/2025] Open
Abstract
BACKGROUND The combination of regorafenib and immune checkpoint inhibitor (ICI) has been the most popular second-line systemic therapy for advanced hepatocellular carcinoma (HCC). However, considering the good anti-tumor performance of lenvatinib, combined immunotherapy on the basis of lenvatinib after first-line lenvatinib failure is also popular in clinical practice. This study aimed to compare the efficacy and safety of regorafenib plus ICI (TACE-R-I) versus lenvatinib plus ICI (TACE-L-I) in patients with advanced HCC after lenvatinib failure. METHODS In this single-center retrospective study, 164 patients with advanced HCC were enrolled from January 2019 to March 2024 in China. All patients were aged ≥ 18 years, clinically or pathologically diagnosed with HCC. All patients received trans-arterial chemoembolization (TACE) as local treatment. Overall survival (OS), progression-free survival (PFS), and treatment-related adverse events (TRAEs) were compared between groups. The Cox regression model was used to analyze the factors associated with OS and PFS. RESULTS We compared 77 patients from each group after propensity score matching (PSM). There was no significant difference in the OS (p = 0.255) or PFS (p = 0.387) between groups. However, in the subgroup (distant metastases, Barcelona Clinic Liver Cancer (BCLC) stage C or tumor thrombus), the TACE-R-I group showed better survival benefit than the TACE-L-I group. The multivariable Cox regression model suggested that BCLC stage and alpha-fetoprotein (AFP) were independently associated with OS. Distant metastases, tumor thrombus and Child-Pugh were independent associated factors for PFS (p < 0.05). The frequency of grade ≥ 3 TRAEs was not significantly different between groups (p ≥ 0.05). CONCLUSION Our study demonstrated that in patients with greater tumor burden, the TACE-R-I group showed better OS and PFS benefits than the TACE-L-I group. However, in the overall population of HCC patients, there was no significant difference in efficacy and safety between the groups.
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Affiliation(s)
- Zeyu Yu
- Interventional Radiology Department, Jiangsu Cancer Hospital and Jiangsu Institute of Cancer Research and The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Bin Leng
- Interventional Radiology Department, Jiangsu Cancer Hospital and Jiangsu Institute of Cancer Research and The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Ran You
- Interventional Radiology Department, Jiangsu Cancer Hospital and Jiangsu Institute of Cancer Research and The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Lingfeng Diao
- Interventional Radiology Department, Jiangsu Cancer Hospital and Jiangsu Institute of Cancer Research and The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Qingyu Xu
- Interventional Radiology Department, Jiangsu Cancer Hospital and Jiangsu Institute of Cancer Research and The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Guowen Yin
- Interventional Radiology Department, Jiangsu Cancer Hospital and Jiangsu Institute of Cancer Research and The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
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Pahwa P, Sharma D, Yadav P, Thomas SS, Hora S, Preedia Babu E, Ramakrishna G, Sarin SK, Trehanpati N. Prognostic Role of Serum Vascular Endothelial Growth Factor and Hepatocyte Growth Factor Post Stereotactic Body Radiation in Advanced Hepatocellular Carcinoma. J Clin Exp Hepatol 2025; 15:102444. [PMID: 39654812 PMCID: PMC11625295 DOI: 10.1016/j.jceh.2024.102444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Accepted: 10/17/2024] [Indexed: 12/12/2024] Open
Abstract
Background/Aims Stereotactic body radiation therapy (SBRT) has evolved as a treatment alternative for advanced hepatocellular carcinoma (HCC) patients who are ineligible for other local therapies. Posttreatment responses are assessed by imaging modalities, serum AFP, and protein induced by vitamin K absence-II (PIVKA) II levels. Despite good specificity, both AFP and PIVKA-II have low to medium sensitivity. The study aimed to find more effective biomarkers that have an impact on the survival outcomes of the patients. Methods We have prospectively collected blood samples from 18 patients undergoing SBRT. Serum levels of hepatocyte growth factor (HGF) and vascular endothelial growth factor-A (VEGF-A) were analyzed kinetically pre-SBRT following day 5 and day 30 post-SBRT. Local control (LC), overall survival (OS), progression free survival (PFS), and postprocedure adverse events were recorded. Results The cohort had a median follow-up duration of 12.5 months (range 4-30 months). In the entire cohort, the estimated mean OS was 21.2 months (95% confidence interval [CI], 15.9-26.4), and the median progression free survival (mPFS) was 8 months (95% CI, 1.7-14.2). Patients with higher PIVKA-II levels (pre- and post-SBRT) also showed increased concentrations of VEGF-A and HGF. Patients with metastasis at presentation had higher HGF (P = 0.028) and VEGF-A (P = 0.027) concentrations compared to the nonmetastatic group. Patients with increased levels of VEGF-A and HGF at day 30 post-SBRT compared to day 5 had poor PFS. Indeed, the mPFS was 22 months vs 6 months (P = 0.301) in patients with low VEGF-A post SBRT on day 30 compared to day 5. Similarly, mPFS in patients with increase in HGF was 6 months as compared to 22 months (P = 0.326) in patients in whom HGF was reduced post-SBRT. Conclusion We conclude that in addition to PIVKA-II, HGF, and VEGF-A can be used as prognostic and predictive markers for early progression of disease post-SBRT. However, further prospective trials are warranted in the future to validate the results.
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Affiliation(s)
- Prabhjyoti Pahwa
- Department of Molecular and Cellular Medicine, Institute of Liver and Biliary Sciences, New Delhi, India
| | - Deepti Sharma
- Department of Radiation Oncology, Institute of Liver and Biliary Sciences, New Delhi, India
| | - Pushpa Yadav
- Department of Molecular and Cellular Medicine, Institute of Liver and Biliary Sciences, New Delhi, India
| | - Sherin S. Thomas
- Department of Biochemistry, Institute of Liver and Biliary Sciences, New Delhi, India
| | - Sandhya Hora
- Department of Molecular and Cellular Medicine, Institute of Liver and Biliary Sciences, New Delhi, India
| | - E. Preedia Babu
- Department of Molecular and Cellular Medicine, Institute of Liver and Biliary Sciences, New Delhi, India
| | - Gayatri Ramakrishna
- Department of Molecular and Cellular Medicine, Institute of Liver and Biliary Sciences, New Delhi, India
| | - Shiv K. Sarin
- Department of Hepatology, Institute of Liver and Biliary Sciences, New Delhi, India
| | - Nirupama Trehanpati
- Department of Molecular and Cellular Medicine, Institute of Liver and Biliary Sciences, New Delhi, India
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Ji L, Zhang Y, Li Y, Song L, Zhang T, Du C, Li W, Wu X, He Q, Wang Y, Wang Q, Wang J. Concoctive principles of detoxification and retention of the main toxicity of Tripterygium wilfordii and its anti-inflammatory efficacy by concocting with the medicinal excipient Spatholobi Caulis juice. Fitoterapia 2025; 181:106400. [PMID: 39863024 DOI: 10.1016/j.fitote.2025.106400] [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: 08/05/2024] [Revised: 01/12/2025] [Accepted: 01/22/2025] [Indexed: 01/27/2025]
Abstract
Tripterygium wilfordii (TW), which has severe hepatotoxicity, is commonly used as anti-rheumatism. Using the juice of auxiliary herbs in concocting poisonous herbs is a conventional method for toxicity reduction or efficacy enhancement. Traditional Chinese Pharmacy textbooks record that Spatholobi Caulis (SC) can alleviate the side effects caused by TW and also possesses excellent hepatoprotective effect. However, it is still unclear how the concoctive principles of hepatotoxicity reduction and anti-inflammatory efficacy retention of TW after being concocted with the medicinal excipient SC juice. Therefore, this study aimed to evaluate the hepatotoxicity and anti-inflammatory efficacy of concoction with SC juice on TW and preliminarily explored its detoxification mechanism. The attenuation effect of TW concocted with SC juice was determined by triptolide (TP) content, hepatic histological and serum biochemical indexes. The detoxification mechanism was predicted by network pharmacology and molecular docking, and confirmed by quantitative real-time PCR (qRT-PCR) and Western blot. Moreover, the anti-inflammatory efficacy was evaluated by paw edema test, and the major active ingredients in the SC juice introduced to TW concoction were detected. Concoction with SC juice significantly reduced TP content and serum biochemical indicator levels, alleviated liver pathological damage, introduced the main active ingredients, and inhibited the expression of hypoxia inducible factor-1α (HIF-1α) and vascular endothelial growth factor A (VEGFA). Furthermore, the anti-inflammatory efficacy was retained. In summary, this study elucidated that concoction with SC juice alleviated the hepatotoxicity of TW by inhibiting HIF-1α/VEGFA signaling, decreasing TP content, and introducing the main active components. Moreover, the anti-inflammatory efficacy was retained.
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Affiliation(s)
- Lijie Ji
- College of Pharmacy, Henan University of Chinese Medicine, Zhengzhou 450046, China
| | - Yueyue Zhang
- College of Pharmacy, Henan University of Chinese Medicine, Zhengzhou 450046, China
| | - Yamin Li
- College of Pharmacy, Henan University of Chinese Medicine, Zhengzhou 450046, China
| | - Lingling Song
- College of Pharmacy, Henan University of Chinese Medicine, Zhengzhou 450046, China
| | - Tianzhu Zhang
- College of Pharmacy, Henan University of Chinese Medicine, Zhengzhou 450046, China
| | - Chenjie Du
- College of Pharmacy, Henan University of Chinese Medicine, Zhengzhou 450046, China
| | - Wanying Li
- College of Pharmacy, Henan University of Chinese Medicine, Zhengzhou 450046, China
| | - Xiaohui Wu
- College of Pharmacy, Henan University of Chinese Medicine, Zhengzhou 450046, China
| | - Qingwen He
- College of Pharmacy, Henan University of Chinese Medicine, Zhengzhou 450046, China
| | - Yanmei Wang
- College of Pharmacy, Henan University of Chinese Medicine, Zhengzhou 450046, China
| | - Qian Wang
- College of Pharmacy, Henan University of Chinese Medicine, Zhengzhou 450046, China
| | - Junming Wang
- College of Pharmacy, Henan University of Chinese Medicine, Zhengzhou 450046, China; Co-Construction Collaborative Innovation Center for Chinese Medicine and Respiratory Diseases by Henan & Education Ministry of P.R. China, Henan University of Chinese Medicine, Zhengzhou 450046, China; Collaborative Innovation Center of Research and Development on the Whole Industry Chain of Yu-Medicine, Zhengzhou 450046, China.
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24
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Ma L, Liao S, Zhang X, Zhou F, Geng Z, Hu J, Zhang Y, Zhang C, Meng T, Wang S, Xie C. Application of Intravoxel Incoherent Motion in the Prediction of Intra-Tumoral Tertiary Lymphoid Structures in Hepatocellular Carcinoma. J Hepatocell Carcinoma 2025; 12:383-398. [PMID: 40012763 PMCID: PMC11863790 DOI: 10.2147/jhc.s508357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2024] [Accepted: 02/14/2025] [Indexed: 02/28/2025] Open
Abstract
Objective To explore the value of intravoxel incoherent motion (IVIM) sequences in predicting intra-tumoral tertiary lymphoid structures (TLSs). Materials and Methods This prospective study pre-operatively enrolled hepatocellular carcinoma (HCC) patients who underwent magnetic resonance imaging including IVIM sequences, between January 2019 and April 2021. Intra-tumoral TLSs presence was assessed on pathological slide images. Clinical and radiological characteristics were collected. IVIM quantitative parameters and radiomics features were obtained based on the whole delineated tumor volume. By using feature selection techniques, 22 radiomics features, clinical-radiological features (lymphocyte count and satellite nodules), and IVIM parameters (apparent diffusion coefficient (ADC_90Percentile), perfusion fraction (f_Maximum)) were selected. The logistic regression algorithm was used to construct the prediction model based on the combination of these features. The diagnostic performance was assessed using the area under the receiver operating characteristic (AUC). The recurrence-free survival (RFS) was evaluated with Kaplan-Meier curves. Results A total of 168 patients were divided into training (n=128) and testing (n=40) cohorts (mean age: 56.83±14.43 years; 149 [88.69%] males; 130 TLSs+). In testing cohort, the model combining multimodal features demonstrated a good performance (AUC: 0.86) and significantly outperformed models based on single-modality features. The model based on radiomics features (AUC: 0.80) had better performance than other features, including IVIM parameter maps (ADC_90Percentile and f_Maximum, AUC: 0.72) and clinical-radiological characteristics (satellite nodules and lymphocyte counts, AUC: 0.59). TLSs+ patients had higher RFS than TSLs- patients (all p <0.05). Conclusion The nomogram based on the proposed model can be used as a pre-operative predictive biomarker of TLSs. Critical Relevance Statement The nomogram incorporating IVIM sequences may serve as a pre-operative predictive biomarker of intra-tumoral tertiary lymphoid structure (TLS) status.
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Affiliation(s)
- Lidi Ma
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
- Department of Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, People’s Republic of China
| | - Shuting Liao
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
- Department of Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, People’s Republic of China
| | - Xiaolan Zhang
- Shukun Technology Co., Ltd, Beijing, People’s Republic of China
| | - Fan Zhou
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
- Department of Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, People’s Republic of China
| | - Zhijun Geng
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
- Department of Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, People’s Republic of China
| | - Jing Hu
- Shukun Technology Co., Ltd, Beijing, People’s Republic of China
| | - Yunfei Zhang
- Central Research Institute, United Imaging Healthcare, Shanghai, People’s Republic of China
| | - Cheng Zhang
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
- Department of Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, People’s Republic of China
| | - Tiebao Meng
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
- Department of Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, People’s Republic of China
| | - Shutong Wang
- Center of Hepato-Pancreato-Biliary Surgery, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, 510080, People’s Republic of China
| | - Chuanmiao Xie
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
- Department of Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, People’s Republic of China
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Li W, Zhang H, Gong Z, Li Y, Chen Z, Zhu X, Huang M, Zhang Z, Wang C, Qiu L, Geng Q, Chang J, Zhao X, Sheng X, Zhang W, Tong T, Guo W. Improved treatment of colorectal liver metastases by early response evaluation and regimen adjustment: a prospective study of clinical functional MR-based modeling. Cancer Biol Med 2025; 22:j.issn.2095-3941.2024.0389. [PMID: 39985133 PMCID: PMC11899590 DOI: 10.20892/j.issn.2095-3941.2024.0389] [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: 09/09/2024] [Accepted: 12/31/2024] [Indexed: 02/24/2025] Open
Abstract
OBJECTIVE The aim of the study was to evaluate the feasibility of functional MR in predicting the clinical response to chemotherapy in patients with colorectal liver metastases (CLM). METHODS A total of 196 eligible patients were enrolled in the study between August 2016 and January 2023. Functional MR was performed at baseline and after one cycle of chemotherapy. The diffusion kurtosis radiomic texture features were extracted and a signature model was built using the R package. The initial 100 cases were designated as the training set, the following 48 cases were designated as the validation set, and the final 48 cases were designated as the intervention validation set. RESULTS Good performance for the response prediction (AUC = 0.818 in the training set and 0.755 in the validation set) was demonstrated. The objective response rates (ORRs) in the high-risk subgroup were significantly lower than the low-risk subgroup in the training and validation sets. Worse progression-free survival and overall survival rates were noted in the high-risk population. In the intervention set 22.9% (11/48) of the chemotherapy regimens for patients were changed in response to the model-predicted results and the ORR reached 77.1% (37/48), which was significantly higher than the training and validation sets [47.97% (71/148); P = 0.000]. CONCLUSIONS A functional MR signature effectively predicted the chemotherapy response and long-term survival. The adjustment of the regimen guided by the model significantly improved the ORR.
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Affiliation(s)
- Wenhua Li
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Huan Zhang
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
| | - Zhe Gong
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan 250000, China
| | - Yue Li
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
| | - Zhiyu Chen
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Xiaodong Zhu
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Mingzhu Huang
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Zhe Zhang
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Chenchen Wang
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Lixin Qiu
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Qirong Geng
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Jinjia Chang
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Xiaoying Zhao
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Xuedan Sheng
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Wen Zhang
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Tong Tong
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
| | - Weijian Guo
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
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26
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Yang D, Yue L, Tan B, Hu W, Li M, Lu H. Comprehensive management of gastrointestinal fistulas in necrotizing pancreatitis: a review of diagnostic and therapeutic approaches. Expert Rev Gastroenterol Hepatol 2025. [PMID: 39968762 DOI: 10.1080/17474124.2025.2469835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2024] [Revised: 02/09/2025] [Accepted: 02/17/2025] [Indexed: 02/20/2025]
Abstract
INTRODUCTION Gastrointestinal fistula (GIF) is a rare but severe complication in patients with necrotizing pancreatitis (NP), significantly prolonging disease course and increasing morbidity and mortality. Its subtle and nonspecific early symptoms often delay diagnosis and intervention. Despite its clinical significance, the low incidence of GIF in NP has resulted in limited research and a lack of consensus on optimal diagnostic and therapeutic strategies. AREAS COVERED This review focuses on the epidemiology, pathophysiology, diagnostic approaches, and therapeutic management of GIF in NP patients. Imaging techniques, such as contrast-enhanced computed tomography and endoscopy, have been integral to early diagnosis. Advances in interventional and surgical techniques provide new avenues for treatment, but variability in clinical practice highlights the need for standardized protocols. EXPERT OPINION Recent advances in diagnostic imaging have improved the detection of GIF, while innovations in interventional and surgical treatments show promise. Current research is still insufficient and varied. Future research should focus on developing diagnostic methods and treatment measures for such complications. By improving early diagnosis and offering insights into effective management strategies, it is hoped that patient outcomes can be improved.
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Affiliation(s)
- Dujiang Yang
- Division of Pancreatic Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Lingrui Yue
- West China School of Medicine, Sichuan University, Chengdu, China
| | - Bowen Tan
- West China School of Medicine, Sichuan University, Chengdu, China
| | - Weiming Hu
- Division of Pancreatic Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Mao Li
- Division of Pancreatic Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Huimin Lu
- Department of General Surgery, West China Hospital, Sichuan University; West China Center of Excellence for Pancreatitis, Chengdu, Sichuan Province, China
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Xie D, Sun L, Wu M, Li Q. From detection to elimination: iron-based nanomaterials driving tumor imaging and advanced therapies. Front Oncol 2025; 15:1536779. [PMID: 39990682 PMCID: PMC11842268 DOI: 10.3389/fonc.2025.1536779] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2024] [Accepted: 01/16/2025] [Indexed: 02/25/2025] Open
Abstract
Iron-based nanomaterials (INMs), due to their particular magnetic property, excellent biocompatibility, and functionality, have been developed into powerful tools in both tumor diagnosis and therapy. We give an overview here on how INMs such as iron oxide nanoparticles, element-doped nanocomposites, and iron-based organic frameworks (MOFs) display versatility for tumor imaging and therapy improvement. In terms of imaging, INMs improve the sensitivity and accuracy of techniques such as magnetic resonance imaging (MRI) and photoacoustic imaging (PAI) and support the development of multimodal imaging platforms. Regarding treatment, INMs play a key role in advanced strategies such as immunotherapy, magnetic hyperthermia, and synergistic combination therapy, which effectively overcome tumor-induced drug resistance and reduce systemic toxicity. The integration of INMs with artificial intelligence (AI) and radiomics further expands its capabilities for precise tumor identification, and treatment optimization, and amplifies treatment monitoring. INMs now link materials science with advanced computing and clinical innovations to enable next-generation cancer diagnostics and therapeutics.
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Affiliation(s)
- Dong Xie
- Department of Radiology, The Affiliated People’s Hospital of Ningbo University, Ningbo, China
| | - Linglin Sun
- Department of Radiology, Affiliated Hangzhou First People’s Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Manxiang Wu
- Department of Radiology, The Affiliated People’s Hospital of Ningbo University, Ningbo, China
| | - Qiang Li
- Department of Radiology, The Affiliated People’s Hospital of Ningbo University, Ningbo, China
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Xie XY, Chen R. Research progress of MRI-based radiomics in hepatocellular carcinoma. Front Oncol 2025; 15:1420599. [PMID: 39980543 PMCID: PMC11839447 DOI: 10.3389/fonc.2025.1420599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Accepted: 01/20/2025] [Indexed: 02/22/2025] Open
Abstract
Background Primary liver cancer (PLC), notably hepatocellular carcinoma (HCC), stands as a formidable global health challenge, ranking as the sixth most prevalent malignant tumor and the third leading cause of cancer-related deaths. HCC presents a daunting clinical landscape characterized by nonspecific early symptoms and late-stage detection, contributing to its poor prognosis. Moreover, the limited efficacy of existing treatments and high recurrence rates post-surgery compound the challenges in managing this disease. While histopathologic examination remains the cornerstone for HCC diagnosis, its utility in guiding preoperative decisions is constrained. Radiomics, an emerging field, harnesses high-throughput imaging data, encompassing shape, texture, and intensity features, alongside clinical parameters, to elucidate disease characteristics through advanced computational techniques such as machine learning and statistical modeling. MRI radiomics specifically holds significant importance in the diagnosis and treatment of hepatocellular carcinoma (HCC). Objective This study aims to evaluate the methodology of radiomics and delineate the clinical advancements facilitated by MRI-based radiomics in the realm of hepatocellular carcinoma diagnosis and treatment. Methods A systematic review of the literature was conducted, encompassing peer-reviewed articles published between July 2018 and Jan 2025, sourced from PubMed and Google Scholar. Key search terms included Hepatocellular carcinoma, HCC, Liver cancer, Magnetic resonance imaging, MRI, radiomics, deep learning, machine learning, and artificial intelligence. Results A comprehensive analysis of 93 articles underscores the efficacy of MRI radiomics, a noninvasive imaging analysis modality, across various facets of HCC management. These encompass tumor differentiation, subtype classification, histopathological grading, prediction of microvascular invasion (MVI), assessment of treatment response, early recurrence prognostication, and metastasis prediction. Conclusion MRI radiomics emerges as a promising adjunctive tool for early HCC detection and personalized preoperative decision-making, with the overarching goal of optimizing patient outcomes. Nevertheless, the current lack of interpretability within the field underscores the imperative for continued research and validation efforts.
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Affiliation(s)
- Xiao-Yun Xie
- Department of Radiation Oncology, Medical School of Southeast University, Nanjing, China
| | - Rong Chen
- Department of Radiation Oncology, Zhongda Hospital, Nanjing, China
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Liu S, Lin Y, Situ W, Zhang H, Guo H, Benkert T, Peng X, Hu J. Comparisons of integrated slice-specific dynamic shimming EPI and single-shot EPI diffusion-weighted imaging of the liver. Eur J Radiol 2025; 183:111942. [PMID: 39848125 DOI: 10.1016/j.ejrad.2025.111942] [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: 05/12/2023] [Revised: 01/09/2025] [Accepted: 01/17/2025] [Indexed: 01/25/2025]
Abstract
PURPOSE To compare the quality of DWI images, signal loss of left hepatic lobe and diagnostic performance of apparent diffusion coefficient (ADC) values between SS-EPI and iShim-EPI in liver lesions. METHODS Totally 142 patients were involved, images using SS-EPI and the prototype iShim-EPI were acquired before injection of gadoxetic acid-enhanced liver MRI.Image quality of demarcation of liver capsule, resolution, lesion distortion, artifacts, lesion confidence score, and signal loss in left hepatic lobe was assessed by two radiologists. Mean ADC values of the largest lesions were measured, and the correlations, agreements, and diagnostic performances were compared between the two sequences. RESULTS Image quality of the iShim-EPI was significantly improved over that of SS-EPI (ICC 0.843 to 0.991, p < 0.05), the signal loss in the left hepatic lobe was greatly reduced. The ADC values were highly correlated (r = 0.93, p < 0.001) and had good agreement (CI -475.5 ∼ 722.1 × 10-6 mm2/s) between the two sequences. Compared with SS-EPI,iShim-EPI had better performance in detecting benign (hepatic haemangioma and cyst) and malignant (primary liver cancer and hepatic metastases) diseases. Furthermore, iShim-EPI had a significantly larger AUC in differentiating cancer from benign lesions (both hepatic haemangioma and cyst) (p < 0.05). CONCLUSIONS IShim-EPI DWI is a promising method for differentiating benign and malignant liver lesions with better image quality, less signal loss of left hepatic lobe and could enhance the confidence of diseases diagnosis compared with SS-EPI.
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Affiliation(s)
- Suiling Liu
- Department of Radiology, The Second Xiangya Hospital, Central South University, No.139 Middle Renmin Road, Changsha, Hunan, 410011, China; Department of Radiology Quality Control Center, Changsha, Hunan Province, 410011, China; Clinical Nursing Teaching and Research Section, The Second Xiangya Hospital, Central South University, No.139 Middle Renmin Road, Changsha, Hunan, 410011, China
| | - Yueli Lin
- Department of Radiology, The Second Xiangya Hospital, Central South University, No.139 Middle Renmin Road, Changsha, Hunan, 410011, China; Department of Radiology Quality Control Center, Changsha, Hunan Province, 410011, China; Clinical Nursing Teaching and Research Section, The Second Xiangya Hospital, Central South University, No.139 Middle Renmin Road, Changsha, Hunan, 410011, China
| | - Weijun Situ
- Department of Radiology, The Second Xiangya Hospital, Central South University, No.139 Middle Renmin Road, Changsha, Hunan, 410011, China; Department of Radiology Quality Control Center, Changsha, Hunan Province, 410011, China
| | - Huiting Zhang
- MR Research Collabration Team, Siemens Healthineers Ltd. Wuhan, 430071, China
| | - Hu Guo
- MR Application, Siemens Healthineers Ltd., Guangzhou, China
| | - Thomas Benkert
- Research & Clinical Translation, Magnetic Resonance, Siemens Healthineers AG, Erlangen, Germany
| | - Xueying Peng
- Department of Radiology, The Second Xiangya Hospital, Central South University, No.139 Middle Renmin Road, Changsha, Hunan, 410011, China; Department of Radiology Quality Control Center, Changsha, Hunan Province, 410011, China; Clinical Nursing Teaching and Research Section, The Second Xiangya Hospital, Central South University, No.139 Middle Renmin Road, Changsha, Hunan, 410011, China
| | - Junjiao Hu
- Department of Radiology, The Second Xiangya Hospital, Central South University, No.139 Middle Renmin Road, Changsha, Hunan, 410011, China; Department of Radiology Quality Control Center, Changsha, Hunan Province, 410011, China; The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Institute of Health and Rehabilitation Science, Xi'an Jiaotong University, Xi'an 710049,China.
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Kuehnle RA, Tchelebi LT, Ludmir EB, Escorcia FE, Shrestha S, Sanford N, Court CM, Ryckman JM, Arora SP, Lehrer EJ, Gelfond J, Jethwa KR, Newman NB. Meta-analysis of randomized controlled trials of external-beam radiation versus transarterial chemoembolization for hepatocellular carcinoma. Cancer 2025; 131:e35720. [PMID: 39887736 DOI: 10.1002/cncr.35720] [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: 09/26/2024] [Revised: 12/05/2024] [Accepted: 12/06/2024] [Indexed: 02/01/2025]
Abstract
BACKGROUND External-beam radiation (EBRT) is a noninvasive therapeutic alternative to transarterial chemoembolization (TACE) for hepatocellular carcinoma (HCC). The objective of this study was to conduct a systematic review and meta-analysis of prospective randomized clinical trials to assess the clinical efficacy of EBRT versus TACE for HCC as either a definitive monotherapy or as a bridge to transplantation/surgery. METHODS A systematic review and meta-analysis were performed to include prospective randomized trials comparing EBRT versus TACE. Data was analyzed with random and fixed-effects models. The inconsistency index (I2) was chosen to assess heterogeneity. Three publications were included with a total of 142 patients. Outcomes included local control (LC), overall survival (OS), progression-free survival (PFS), and occurrences of grade ≥3 toxicity. Comparisons are reported as hazard ratios (HRs) or risk ratios (RRs) with 95% confidence intervals (CIs). RESULTS There were three randomized trials that met inclusion criteria. The EBRT was delivered in three to 15 fractions with a total dose between 30 and 75 gray(Gy). EBRT was associated with significantly improved LC (HR, 0.16; 95% CI, 0.08-0.34; I2 = 0%) and PFS (HR, 0.37; 95% CI, 0.23-0.60; I2, 0%) compared with TACE. There was no significant difference between EBRT and TACE in OS (RR, 0.79; 95% CI, 0.51-1.22; I2 = 0%) or grade ≥3 toxicity (RR, 0.86; 95% CI, 0.31-2.37; I2 = 57%). None of the analyses had statistically significant heterogeneity. CONCLUSIONS Compared with TACE, EBRT yields superior LC and PFS without providing a survival benefit in early and intermediate stage HCC. Additional larger prospective randomized controlled trials should be conducted to further investigate differences in clinical outcomes amongst patients with more advanced disease.
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Affiliation(s)
- Ryan A Kuehnle
- Long School of Medicine, University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | | | - Ethan B Ludmir
- Division of Radiation Oncology, Department of Gastrointestinal Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Freddy E Escorcia
- Radiation Oncology Branch, Molecular Imaging Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Sabi Shrestha
- Department of Radiation Oncology, University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Nina Sanford
- Department of Radiation Oncology, Southwestern Medical Center, University of Texas, Dallas, Texas, USA
| | - Colin M Court
- Division of Surgical Oncology, Department of Surgery, Mays Cancer Center, University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Jeff M Ryckman
- Department of Radiation Oncology, West Virginia University School of Medicine, Camden Clark Medical Center, Parkersburg, West Virginia, USA
| | - Sukeshi P Arora
- Division of Hematology/Oncology, Department of Medicine, Mays Cancer Center, University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Eric J Lehrer
- Department of Radiation Oncology, Mayo Clinic College of Medicine, Rochester, Minnesota, USA
| | - Jonathan Gelfond
- Department of Population Health Sciences, University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Krishan R Jethwa
- Department of Radiation Oncology, Mayo Clinic College of Medicine, Rochester, Minnesota, USA
| | - Neil B Newman
- Department of Radiation Oncology, University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
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Shahedi F, Naseri S, Momennezhad M, Zare H. MR Imaging Techniques for Microenvironment Mapping of the Glioma Tumors: A Systematic Review. Acad Radiol 2025:S1076-6332(25)00066-2. [PMID: 39894708 DOI: 10.1016/j.acra.2025.01.024] [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: 11/23/2024] [Revised: 01/18/2025] [Accepted: 01/19/2025] [Indexed: 02/04/2025]
Abstract
RATIONALE AND OBJECTIVES The tumor microenvironment (TME) is a critical regulator of cancer progression, metastasis, and treatment response. Currently, various imaging approaches exist to assess the pathophysiological features of the TME. This systematic review provides an overview of magnetic resonance imaging (MRI) methods used in clinical practice to characterize the pathophysiological features of the gliomas TME. METHODS This review involved a systematic comprehensive search of original open-access articles reporting the clinical use of MR imaging in glioma patients of all ages in the PubMed, Scopus, and Web of Science databases between January 2010 and December 2023. We restricted our research to papers published in the English language. RESULTS A total of 1137 studies were preliminarily identified through electronic database searches. After duplicate studies were removed, 44 studies met the eligibility criteria. The glioma TME was accompanied by alterations in metabolism, pH, vascularity, oxygenation, and extracellular matrix components, including tumor-associated macrophages, and sodium concentration. CONCLUSION Multiparametric MRI is capable of noninvasively assessing the pathophysiological features and tumor-supportive niches of the TME, which is in line with its application in personalized medicine.
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Affiliation(s)
- Fateme Shahedi
- Medical Physics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran (F.S., S.N., M.M., H.Z.)
| | - Shahrokh Naseri
- Medical Physics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran (F.S., S.N., M.M., H.Z.)
| | - Mahdi Momennezhad
- Medical Physics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran (F.S., S.N., M.M., H.Z.)
| | - Hoda Zare
- Medical Physics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran (F.S., S.N., M.M., H.Z.); Department of Medical Physics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran (H.Z.).
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Hapaer G, Che F, Xu Q, Li Q, Liang A, Wang Z, Ziluo J, Zhang X, Wei Y, Yuan Y, Song B. Radiomics-based biomarker for PD-1 status and prognosis analysis in patients with HCC. Front Immunol 2025; 16:1435668. [PMID: 39944703 PMCID: PMC11813882 DOI: 10.3389/fimmu.2025.1435668] [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: 05/20/2024] [Accepted: 01/13/2025] [Indexed: 03/17/2025] Open
Abstract
Purpose To investigate the impact of preoperative contrast-enhanced CT-based radiomics model on PD-1 prediction in hepatocellular carcinoma (HCC) patients. Methods The study included 105 HCC patients (training cohort: 72; validation cohort: 33) who underwent preoperative contrast-enhanced CT and received systemic sorafenib treatment after surgery. Radiomics score was built for each patient and was integrated with independent clinic radiologic predictors into the radiomics model using multivariable logistic regression analysis. Results Seventeen radiomics features were finally selected to construct the radiomics score. In multivariate analysis, serum creatine and peritumoral enhancement were significant independent factors for PD-1 prediction. The radiomics model integrated radiomics signature with serum creatine and peritumoral enhancement showed good discriminative performance (AUC of 0.897 and 0.794 in the training and validation cohort). Overall survival (OS) was significantly different between the radiomics-predicted PD-1-positive and PD-1-negative groups (OS: 29.66 months, CI:16.03-44.40 vs. 31.04 months, CI: 17.10-44.07, P<0.001). Radiomics-predicted PD-1 was an independent predictor of OS of patients treated with sorafenib after surgery. (Hazard ratio [HR]: 1.61 [1.23-2.1], P<0.001). Conclusion The proposed model based on radiomic signature helps to evaluate PD-1 status of HCC patients and may be used for evaluating patients most likely to benefit from sorafenib as a potentially combination therapy regimen with immune checkpoint therapies.
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Affiliation(s)
- Gulizaina Hapaer
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Feng Che
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Qing Xu
- Institute of Clinical Pathology, Key Laboratory of Transplant Engineering and Immunology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Qian Li
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Ailin Liang
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Zhou Wang
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jituome Ziluo
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xin Zhang
- Pharmaceutical Diagnostics, General Electric (GE) Healthcare, Shanghai, China
| | - Yi Wei
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yuan Yuan
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Bin Song
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of Radiology, Sanya People’s Hospital, Sanya, China
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Lan YZ, Wu Z, Chen WJ, Yu XN, Wu HT, Liu J. Sine oculis homeobox homolog family function in gastrointestinal cancer: Progression and comprehensive analysis. World J Clin Oncol 2025; 16:97163. [PMID: 39867730 PMCID: PMC11528897 DOI: 10.5306/wjco.v16.i1.97163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2024] [Revised: 09/20/2024] [Accepted: 10/20/2024] [Indexed: 10/30/2024] Open
Abstract
The sine oculis homeobox homolog (SIX) family, a group of transcription factors characterized by a conserved DNA-binding homology domain, plays a critical role in orchestrating embryonic development and organogenesis across various organisms, including humans. Comprising six distinct members, from SIX1 to SIX6, each member contributes uniquely to the development and differentiation of diverse tissues and organs, underscoring the versatility of the SIX family. Dysregulation or mutations in SIX genes have been implicated in a spectrum of developmental disorders, as well as in tumor initiation and progression, highlighting their pivotal role in maintaining normal developmental trajectories and cellular functions. Efforts to target the transcriptional complex of the SIX gene family have emerged as a promising strategy to inhibit tumor development. While the development of inhibitors targeting this gene family is still in its early stages, the significant potential of such interventions holds promise for future therapeutic advances. Therefore, this review aimed to comprehensively explore the advancements in understanding the SIX family within gastrointestinal cancers, focusing on its critical role in normal organ development and its implications in gastrointestinal cancers, including gastric, pancreatic, colorectal cancer, and hepatocellular carcinomas. In conclusion, this review deepened the understanding of the functional roles of the SIX family and explored the potential of utilizing this gene family for the diagnosis, prognosis, and treatment of gastrointestinal cancers.
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Affiliation(s)
- Yang-Zheng Lan
- Department of The Breast Center, Cancer Hospital of Shantou University Medical College, Shantou 515041, Guangdong Province, China
| | - Zheng Wu
- Department of The Breast Center, Cancer Hospital of Shantou University Medical College, Shantou 515041, Guangdong Province, China
| | - Wen-Jia Chen
- Department of The Breast Center, Cancer Hospital of Shantou University Medical College, Shantou 515041, Guangdong Province, China
| | - Xin-Ning Yu
- Department of General Surgery, First Affiliated Hospital of Shantou University Medical College, Shantou 515041, Guangdong Province, China
| | - Hua-Tao Wu
- Department of General Surgery, First Affiliated Hospital of Shantou University Medical College, Shantou 515041, Guangdong Province, China
| | - Jing Liu
- Department of The Breast Center, Cancer Hospital of Shantou University Medical College, Shantou 515041, Guangdong Province, China
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Zhang R, Dai F, Deng S, Zeng Y, Wang J, Liu G. Reprogramming of Glucose Metabolism for Revisiting Hepatocellular Carcinoma Resistance to Transcatheter Hepatic Arterial Chemoembolization. Chembiochem 2025; 26:e202400719. [PMID: 39501124 DOI: 10.1002/cbic.202400719] [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: 09/01/2024] [Revised: 11/04/2024] [Indexed: 11/24/2024]
Abstract
Hepatocellular carcinoma (HCC) is recognized globally as one of the most lethal tumors, presenting a significant menace to patients' lives owing to its exceptional aggressiveness and tendency to recur. Transcatheter hepatic arterial chemoembolization (TACE) therapy, as a first-line treatment option for patients with advanced HCC, has been proven effective. However, it is disheartening that nearly 40 % of patients exhibit resistance to this therapy. Consequently, this review delves into the metabolic aspects of glucose metabolism to explore the underlying mechanisms behind TACE treatment resistance and to propose potentially fruitful therapeutic strategies. The ultimate objective is to present novel insights for the development of personalized treatment methods targeting HCC.
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Affiliation(s)
- Ruijie Zhang
- State Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, National Innovation Platform for Industry-Education Integration in Vaccine Research, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Center for Molecular Imaging and Translational Medicine, School of Public Health, Xiamen University, Xiamen, 361102, China
| | - Fan Dai
- State Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, National Innovation Platform for Industry-Education Integration in Vaccine Research, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Center for Molecular Imaging and Translational Medicine, School of Public Health, Xiamen University, Xiamen, 361102, China
| | - Songhan Deng
- State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiamen, 361102, China
| | - Yun Zeng
- State Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, National Innovation Platform for Industry-Education Integration in Vaccine Research, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Center for Molecular Imaging and Translational Medicine, School of Public Health, Xiamen University, Xiamen, 361102, China
| | - Jinyang Wang
- State Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, National Innovation Platform for Industry-Education Integration in Vaccine Research, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Center for Molecular Imaging and Translational Medicine, School of Public Health, Xiamen University, Xiamen, 361102, China
| | - Gang Liu
- State Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, National Innovation Platform for Industry-Education Integration in Vaccine Research, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Center for Molecular Imaging and Translational Medicine, School of Public Health, Xiamen University, Xiamen, 361102, China
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Zavadil J, Juracek J, Cechova B, Rohan T, Husty J, Slaby O, Litschmannova M, Uher M, Goldberg SN, Andrasina T. Tumor Suppressor miR-34a: Potential Biomarker of TACE Response in HCC. Cardiovasc Intervent Radiol 2025; 48:26-37. [PMID: 39638971 DOI: 10.1007/s00270-024-03908-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Accepted: 10/24/2024] [Indexed: 12/07/2024]
Abstract
PURPOSE TACE induces variable systemic effects by producing factors that promote inflammation, oncogenesis, and angiogenesis. Here we compare concentrations of microRNAs (miR-21, miR-210 and miR-34a) and vascular endothelial growth factor (VEGF) in hepatocellular carcinoma (HCC) patients undergoing TACE with degradable (DSM) and nondegradable (DEB) particles and potential use of these biomarker changes for prediction of patient outcomes. MATERIALS AND METHODS Overall, 52 patients with HCC treated with DSM TACE (24 patients) and DEB TACE (28 patients) were included in this prospective study. Concentrations of studied biomarkers were measured from blood plasma preprocedurally, immediately (< 90 min) postprocedurally, and 24-h after TACE. Levels were compared between DSM and DEB TACE and correlated with treatment response six and 12 months after the first TACE. RESULTS Both DSM and DEB TACE elevated plasma levels of miR-21, miR-34a, and miR-210 at 24 h post-procedure compared to baseline levels (FC 1.25-4.0). MiR-34a elevation immediately after TACE was significantly associated with nonprogressive disease compared to those with progressive disease at both six months (FCa: p = 0.014) and 12 months (FCa: p = 0.029) post-TACE. No significant biomarker changes were found between the embolization particle groups. However, VEGF levels showed a decrease only in the DSM TACE group (FC24: p = < 0.001). CONCLUSION Embolization particle type did not significantly impact miRNA or VEGF changes post-TACE. However, miR-34a elevation immediately after the procedure predicts better patient outcome and may prove useful as a biomarkers for the monitoring of clinical outcomes. LEVEL OF EVIDENCE Level 3 Prospective cohort study.
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Affiliation(s)
- Jan Zavadil
- Department of Radiology and Nuclear Medicine, University Hospital Brno and Masaryk University Brno, Jihlavská 340/20, 625 00, Brno, Czechia
| | - Jaroslav Juracek
- Central European Institute of Technology, Kamenice 753/5, 625 00, Brno, Czechia
- CERIT-SC Centre, Institute of Computer Science, Masaryk University, Šumavská 416/15, 602 00, Brno, Czechia
| | - Barbora Cechova
- Department of Radiology and Nuclear Medicine, University Hospital Brno and Masaryk University Brno, Jihlavská 340/20, 625 00, Brno, Czechia
| | - Tomas Rohan
- Department of Radiology and Nuclear Medicine, University Hospital Brno and Masaryk University Brno, Jihlavská 340/20, 625 00, Brno, Czechia
| | - Jakub Husty
- Department of Radiology and Nuclear Medicine, University Hospital Brno and Masaryk University Brno, Jihlavská 340/20, 625 00, Brno, Czechia
| | - Ondrej Slaby
- Central European Institute of Technology, Kamenice 753/5, 625 00, Brno, Czechia
| | - Martina Litschmannova
- Department of Applied Mathematics, Faculty of Electrical Engineering and Computer Science, VSB-Technical University of Ostrava, 17. Listopadu 2172/15, 708 00, Ostrava, Czechia
| | - Michal Uher
- Masaryk Memorial Cancer Institute, Žlutý Kopec 543/7, 602 00, Brno, Czechia
| | - S Nahum Goldberg
- Hadassah Hebrew University Medical Center, Ein Karem, Jerusalem, Israel
| | - Tomas Andrasina
- Department of Radiology and Nuclear Medicine, University Hospital Brno and Masaryk University Brno, Jihlavská 340/20, 625 00, Brno, Czechia.
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Liu W, Yang Y, Wang X, Li C, Liu C, Li X, Wen J, Lin X, Qin J. A Comprehensive Model Outperformed the Single Radiomics Model in Noninvasively Predicting the HER2 Status in Patients with Breast Cancer. Acad Radiol 2025; 32:24-36. [PMID: 39122586 DOI: 10.1016/j.acra.2024.07.048] [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: 06/02/2024] [Revised: 07/23/2024] [Accepted: 07/23/2024] [Indexed: 08/12/2024]
Abstract
RATIONALE AND OBJECTIVES This study aimed to develop predictive models based on conventional magnetic resonance imaging (cMRI) and radiomics features for predicting human epidermal growth factor receptor 2 (HER2) status of breast cancer (BC) and compare their performance. MATERIALS AND METHODS A total of 287 patients with invasive BC in our hospital were retrospectively analyzed. All patients underwent preoperative breast MRI consisting of fat-suppressed T2-weighted imaging, axial dynamic contrast-enhanced MRI, and diffusion-weighted imaging sequences. From these sequences, radiomics features were derived. Three distinct models were established utilizing cMRI features, radiomics features, and a comprehensive model that amalgamated both. The predictive capabilities of these models were assessed using the receiver operating characteristic curve analysis. The comparative performance was then determined through the DeLong test and net reclassification improvement (NRI). RESULTS In a randomized split, the 287 patients with BC were allotted to either training (234; 46 HER2-zero, 107 HER2-low, 81 HER2-positive) or test (53; 8 HER2-zero, 27 HER2-low, 18 HER2-positive) at an 8:2 ratio. The mean area under the curve (AUCs) for cMRI, radiomics, and comprehensive models predicting HER2 status were 0.705, 0.819, and 0.859 in training set and 0.639, 0.797, and 0.842 in test set, respectively. DeLong's test indicated that the combined model's AUC surpassed the radiomics model significantly (p < 0.05). NRI analysis verified superiority of the combined model over the radiomics for BC HER2 prediction (NRI 25.0) in the test set. CONCLUSION The comprehensive model based on the combination of cMRI and radiomics features outperformed the single radiomics model in noninvasively predicting the three-tiered HER2 status in patients with BC.
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Affiliation(s)
- Weimin Liu
- Department of Radiology, the Third Affiliated Hospital, Sun Yat-sen University (SYSU), No 600, Tianhe Road, Guangzhou, Guangdong 510630, P.R. China
| | - Yiqing Yang
- Department of Radiology, the Third Affiliated Hospital, Sun Yat-sen University (SYSU), No 600, Tianhe Road, Guangzhou, Guangdong 510630, P.R. China
| | - Xiaohong Wang
- Department of Radiology, the Third Affiliated Hospital, Sun Yat-sen University (SYSU), No 600, Tianhe Road, Guangzhou, Guangdong 510630, P.R. China
| | - Chao Li
- Department of Radiology, the Third Affiliated Hospital, Sun Yat-sen University (SYSU), No 600, Tianhe Road, Guangzhou, Guangdong 510630, P.R. China
| | - Chen Liu
- Department of Radiology, the Third Affiliated Hospital, Sun Yat-sen University (SYSU), No 600, Tianhe Road, Guangzhou, Guangdong 510630, P.R. China
| | - Xiaolei Li
- Department of Radiology, the Third Affiliated Hospital, Sun Yat-sen University (SYSU), No 600, Tianhe Road, Guangzhou, Guangdong 510630, P.R. China
| | - Junzhe Wen
- Department of Radiology, the Third Affiliated Hospital, Sun Yat-sen University (SYSU), No 600, Tianhe Road, Guangzhou, Guangdong 510630, P.R. China
| | - Xue Lin
- Department of Radiology, the Third Affiliated Hospital, Sun Yat-sen University (SYSU), No 600, Tianhe Road, Guangzhou, Guangdong 510630, P.R. China
| | - Jie Qin
- Department of Radiology, the Third Affiliated Hospital, Sun Yat-sen University (SYSU), No 600, Tianhe Road, Guangzhou, Guangdong 510630, P.R. China.
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Yang JL, Yang J, Fang RF, Sai WL, Yao DF, Yao M. Hypoxia upregulates hepatic angiopoietin-2 transcription to promote the progression of hepatocellular carcinoma. World J Hepatol 2024; 16:1480-1492. [DOI: 10.4254/wjh.v16.i12.1480] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Revised: 08/22/2024] [Accepted: 09/13/2024] [Indexed: 11/29/2024] Open
Abstract
BACKGROUND Angiopoietin-2 (Ang-2) level is related to hepatocellular carcinoma (HCC) progression. However, the dynamic expression and regulatory mechanism of Ang-2 remain unclear.
AIM To investigate Ang-2 levels in chronic liver diseases and validate early monitoring value with a dynamic model in hepatocarcinogenesis.
METHODS Sprague-Dawley rats in hepatocarcinogenesis were induced with diet 2-fluorenylacet-amide, and grouped based on liver histopathology by hematoxylin and eosin staining. Differently expressed genes or Ang-2 mRNA in livers were analyzed by whole-genome microarray. Ang-2 levels in chronic liver diseases were detected by an enzyme-linked immunosorbent assay.
RESULTS Clinical observation reveled that the circulating levels of Ang-2 and hypoxia-inducible factor-1α (HIF-1α) in patients with chronic liver diseases were progressively increased from benign to HCC (P < 0.001). Dynamic model validated that the up-regulated Ang-2 in liver and blood was positively correlated with HIF-1α in hepatocarcinogenesis (P < 0.001). Mechanistically, Ang-2 was regulated by HIF-1α. When specific HIF-1α- microRNAs transfected into HCC cells, the cell proliferation significantly inhibited, HIF-1α and Ang-2 down-regulated, and also affected epithelial-mesenchymal transition via increasing E-cadherin to block cell invasion or migration with reducing of snail, twist and vimentin.
CONCLUSION Hypoxia-induced Ang-2 up-regulating expression might serve as a sensitive early monitoring biomarker for hepatocarcinogenesis or HCC metastasis.
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Affiliation(s)
- Jun-Ling Yang
- Research Center of Clinical Medicine, Affiliated Hospital of Nantong University and Department of Immunology, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China
| | - Jie Yang
- Department of Biology, Life Science School of Nantong University, Nantong 226009, Jiangsu Province, China
| | - Rong-Fei Fang
- Department of Gastroenterology, Affiliated Hospital of Nantong University, Nantong 226001, Jiangsu Province, China
| | - Wen-Li Sai
- Research Center of Clinical Medicine, Affiliated Hospital of Nantong University and Department of Immunology, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China
| | - Deng-Fu Yao
- Research Center of Clinical Medicine, Affiliated Hospital of Nantong University and Department of Immunology, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China
| | - Min Yao
- Research Center of Clinical Medicine, Affiliated Hospital of Nantong University and Department of Immunology, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China
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Chen Y, Yin D, Feng X, He S, Zhang L, Chen D. Bioinformatics-Based Construction of Immune-Related microRNA and mRNA Prognostic Models for Hepatocellular Carcinoma. Cancer Manag Res 2024; 16:1793-1811. [PMID: 39741650 PMCID: PMC11687126 DOI: 10.2147/cmar.s482688] [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: 08/17/2024] [Accepted: 12/11/2024] [Indexed: 01/03/2025] Open
Abstract
Introduction The development and progression of Hepatocellular Carcinoma (HCC) is more relevant to immune regulation. Therefore, there is an urgent need to find immune-related molecular markers that can predict the prognosis and immune status of HCC. Methods RNA-seq and clinical HCC data from the Cancer Genome Atlas (TCGA) were analyzed for differential expression of microRNA (miRNAs), mRNAs, and lncRNAs. MiRNAs associated with immune scores were identified by Spearman analysis and Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment. MiRNAs and mRNAs were screened for prognosticity using COX regression. Kaplan-Meier survival analysis, risk scores, and correlation with clinical features were performed. Immune infiltration, Tumor Immune Dysfunction and Exclusion (TIDE), and chemotherapy prediction analyses were performed for high and low risk groups. Finally, prognostic mRNA expression was validated in cell lines. Results Five prognostic miRNAs (hsa-miR-145-3p, hsa-miR-150-3p, hsa-miR-153-3p, hsa-miR-223-3p, hsa-miR-424-3p) were identified in the study. A risk score model based on these prognostic miRNAs accurately predicted overall survival and was validated in GSE31384. Six mRNAs (KCTD17, MAFG, RAB10, SFPQ, TRMT6, UBE2D2) were further identified as prognostic. A risk model including these mRNAs also accurately predicted overall survival, and higher risk scores were associated with lower survival. Univariate and multivariate Cox regression analyses confirmed that both miRNA and mRNA risk scores were independent prognostic factors. The TIDE results showed lower TIDE scores and T-cell exclusion scores in the low risk score group. Chemotherapeutic drug sensitivity analysis revealed that the high-risk group was more sensitive to multiple chemotherapeutic agents. In addition, real-time quantitative PCR (RT-qPCR) results of the cell lines supported the results of the public database analysis. Conclusion This study validated immune-related prognostic miRNAs and mRNAs and identified risk signatures for HCC, potentially advancing HCC prognosis and treatment.
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Affiliation(s)
- Ying Chen
- Department of Oncology, Nantong First People’s Hospital and Second Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, 226000, People’s Republic of China
| | - Dian Yin
- Department of Oncology, Nantong First People’s Hospital and Second Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, 226000, People’s Republic of China
| | - Xiu Feng
- Department of Oncology, Nantong First People’s Hospital and Second Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, 226000, People’s Republic of China
| | - Shennan He
- Department of Oncology, Nantong First People’s Hospital and Second Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, 226000, People’s Republic of China
| | - Liang Zhang
- Department of Oncology, Nantong First People’s Hospital and Second Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, 226000, People’s Republic of China
| | - Dongqin Chen
- Department of Oncology, Nantong First People’s Hospital and Second Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, 226000, People’s Republic of China
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Yin Y, Zhang W, Chen Y, Zhang Y, Shen X. Radiomics predicting immunohistochemical markers in primary hepatic carcinoma: Current status and challenges. Heliyon 2024; 10:e40588. [PMID: 39660185 PMCID: PMC11629216 DOI: 10.1016/j.heliyon.2024.e40588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 09/28/2024] [Accepted: 11/19/2024] [Indexed: 12/12/2024] Open
Abstract
Primary hepatic carcinoma, comprising hepatocellular carcinoma (HCC), intrahepatic cholangiocarcinoma (ICC), and combined hepatocellular cholangiocarcinoma (cHCC-CCA), ranks among the most common malignancies worldwide. The heterogeneity of tumors is a primary factor impeding the efficacy of treatments for primary hepatic carcinoma. Immunohistochemical markers may play a potential role in characterizing this heterogeneity, providing significant guidance for prognostic analysis and the development of personalized treatment plans for the patients with primary hepatic carcinoma. Currently, primary hepatic carcinoma immunohistochemical analysis primarily relies on invasive techniques such as surgical pathology and tissue biopsy. Consequently, the non-invasive preoperative acquisition of primary hepatic carcinoma immunohistochemistry has emerged as a focal point of research. As an emerging non-invasive diagnostic technique, radiomics possesses the potential to extensively characterize tumor heterogeneity. It can predict immunohistochemical markers associated with hepatocellular carcinoma preoperatively, demonstrating significant auxiliary utility in clinical guidance. This article summarizes the progress in using radiomics to predict immunohistochemical markers in primary hepatic carcinoma, addresses the challenges faced in this field of study, and anticipates its future application prospects.
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Affiliation(s)
- Yunqing Yin
- The Second Clinical Medical College, Jinan University, China
| | - Wei Zhang
- Department of Intervention, Shenzhen People's Hospital, Shenzhen, 518020, Guangdong, China
| | - Yanhui Chen
- Department of Intervention, Shenzhen Bao'an People's Hospital, Shenzhen, 518100, Guangdong, China
| | - Yanfang Zhang
- Department of Intervention, Shenzhen People's Hospital, Shenzhen, 518020, Guangdong, China
| | - Xinying Shen
- Department of Intervention, Shenzhen People's Hospital, Shenzhen, 518020, Guangdong, China
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Wang X, Fan B, Liu S. Comprehensive treatment focusing on transarterial chemoembolization for postoperative liver metastasis in gastric cancer patients. Am J Transl Res 2024; 16:7330-7342. [PMID: 39822559 PMCID: PMC11733346 DOI: 10.62347/kwbt3893] [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: 09/13/2024] [Accepted: 11/11/2024] [Indexed: 01/19/2025]
Abstract
OBJECTIVE To investigate the clinical efficacy of comprehensive treatment focusing on transarterial chemoembolization (TACE) for postoperative liver metastasis in patients with gastric cancer and analyze the factors influencing prognosis. METHODS A retrospective study was conducted on 116 patients who developed liver metastasis after gastric cancer surgery and were admitted to Gansu Provincial Cancer Hospital between January 2018 and February 2020. The observation group, consisting of 62 patients, received TACE with fluorouracil (FU) + irinotecan (CPT-11) + oxaliplatin (OXA) and moderate lipiodol embolization. The control group, consisting of 54 patients, received systemic S-1 and Oxaliplatin regimen (SOX) alone. The clinical efficacy and incidence of adverse reactions were compared between the two groups. Liver function indicators, tumor markers, and immunoglobulin changes were analyzed in both groups. The 2-year survival rate of patients was analyzed using the Kaplan-Meier (K-M) curve. Lasso-Cox regression was used to identify independent prognostic factors affecting the 2-year survival rate. A Nomogram model was constructed to predict outcomes. RESULTS The overall clinical efficacy (P = 0.001) and objective response rate (ORR) (P = 0.001) were significantly lower in the control group compared to the observation group. No significant differences were found in ALT and AST changes between the two groups (P > 0.05). Post-treatment, CEA and CA19-9 levels were significantly lower, and IgG and IgM levels were significantly higher in the observation group (P < 0.001). There was no significant difference in the incidence of adverse reactions (P > 0.05). Lasso-Cox regression identified treatment plan, pathological differentiation, degree of liver metastasis, and pre-treatment CEA as independent prognostic factors for 2-year survival. Based on these, a Nomogram model was constructed. In the training group, the model had AUC values over 0.8 for 1- and 2-year survival rates, and in the validation group, the AUC was 0.765 and 0.687, respectively, indicating good predictive performance. CONCLUSION Compared to the conventional SOX regimen, comprehensive treatment focusing on TACE embolization for postoperative liver metastasis in gastric cancer is more effective and can improve survival rates.
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Affiliation(s)
- Xingdong Wang
- Department of Interventional Therapy, Gansu Provincial Cancer HospitalNo. 2 Xiaoxihu East Street, Qilihe District, Lanzhou 730050, Gansu, China
| | - Bin Fan
- Drug Research Institute, Gansu Province Academic Institute For Medical ResearchNo. 2 Xiaoxihu East Street, Qilihe District, Lanzhou 730050, Gansu, China
| | - Shuwen Liu
- Department of Gastric Tumor Surgery, Gansu Provincial Cancer HospitalNo. 2 Xiaoxihu East Street, Qilihe District, Lanzhou 730050, Gansu, China
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Long S, Li M, Chen J, Zhong L, Abudulimu A, Zhou L, Liu W, Pan D, Dai G, Fu K, Chen X, Pei Y, Li W. Spatial patterns and MRI-based radiomic prediction of high peritumoral tertiary lymphoid structure density in hepatocellular carcinoma: a multicenter study. J Immunother Cancer 2024; 12:e009879. [PMID: 39675785 DOI: 10.1136/jitc-2024-009879] [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] [Accepted: 11/18/2024] [Indexed: 12/17/2024] Open
Abstract
BACKGROUND Tertiary lymphoid structures (TLS) within the tumor microenvironment have been associated with cancer prognosis and therapeutic response. However, the immunological pattern of a high peritumoral TLS (pTLS) density and its clinical potential in hepatocellular carcinoma (HCC) remain poor. This study aimed to elucidate biological differences related to pTLS density and develop a radiomic classifier for predicting pTLS density in HCC, offering new insights for clinical diagnosis and treatment. METHODS Spatial transcriptomics (n=4) and RNA sequencing data (n=952) were used to identify critical regulators of pTLS density and evaluate their prognostic significance in HCC. Baseline MRI images from 660 patients with HCC who had undergone surgery treatment between October 2015 and January 2023 were retrospectively recruited for model development and validation. This included training (n=307) and temporal validation (n=76) cohorts from Xiangya Hospital, and external validation cohorts from three independent hospitals (n=277). Radiomic features were extracted from intratumoral and peritumoral regions of interest and analyzed using machine learning algorithms to develop a predictive classifier. The classifier's performance was evaluated using the area under the curve (AUC), with prognostic and predictive value assessed across four independent cohorts and in a dual-center outcome cohort of 41 patients who received immunotherapy. RESULTS Patients with HCC and a high pTLS density experienced prolonged median overall survival (p<0.05) and favorable immunotherapy response (p=0.03). Moreover, immune infiltration by mature B cells was observed in the high pTLS density region. Spatial pseudotime analysis and immunohistochemistry staining revealed that expansion of pTLS in HCC was associated with elevated CXCL9 and CXCL10 co-expression. We developed an optimal radiomic-based classifier with excellent discrimination for predicting pTLS density, achieving an AUC of 0.91 (95% CI 0.87, 0.94) in the external validation cohort. This classifier also exhibited promising stratification ability in terms of overall survival (p<0.01), relapse-free survival (p<0.05), and immunotherapy response (p<0.05). CONCLUSION We identified key regulators of pTLS density in patients with HCC and proposed a non-invasive radiomic classifier capable of assisting in stratification for prognosis and treatment.
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Affiliation(s)
- Shichao Long
- Department of Radiology, and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Mengsi Li
- Department of Radiology, and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Juan Chen
- Department of Radiology, and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Linhui Zhong
- Department of Radiology, and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Aerzuguli Abudulimu
- Department of Radiology, and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Lan Zhou
- Department of Radiology, and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Wenguang Liu
- Department of Radiology, and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Deng Pan
- Department of Nuclear Medicine, Hainan Cancer Hospital of Hainan Medical University, Haikou, Hainan, China
| | - Ganmian Dai
- Department of Radiology, The Second Affiliated Hospital of Hainan Medical University, Haikou, Hainan, China
| | - Kai Fu
- Institute of Molecular Precision Medicine, Xiangya Hospital Central South University, Changsha, China
| | - Xiong Chen
- Department of Oncology, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, Fujian, China
| | - Yigang Pei
- Department of Radiology, and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Wenzheng Li
- Department of Radiology, and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha, Hunan, China
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Jeltsch P, Monnin K, Jreige M, Fernandes-Mendes L, Girardet R, Dromain C, Richiardi J, Vietti-Violi N. Magnetic Resonance Imaging Liver Segmentation Protocol Enables More Consistent and Robust Annotations, Paving the Way for Advanced Computer-Assisted Analysis. Diagnostics (Basel) 2024; 14:2785. [PMID: 39767146 PMCID: PMC11726866 DOI: 10.3390/diagnostics14242785] [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: 10/27/2024] [Revised: 12/05/2024] [Accepted: 12/10/2024] [Indexed: 01/16/2025] Open
Abstract
BACKGROUND/OBJECTIVES Recent advancements in artificial intelligence (AI) have spurred interest in developing computer-assisted analysis for imaging examinations. However, the lack of high-quality datasets remains a significant bottleneck. Labeling instructions are critical for improving dataset quality but are often lacking. This study aimed to establish a liver MRI segmentation protocol and assess its impact on annotation quality and inter-reader agreement. METHODS This retrospective study included 20 patients with chronic liver disease. Manual liver segmentations were performed by a radiologist in training and a radiology technician on T2-weighted imaging (wi) and T1wi at the portal venous phase. Based on the inter-reader discrepancies identified after the first segmentation round, a segmentation protocol was established, guiding the second round of segmentation, resulting in a total of 160 segmentations. The Dice Similarity Coefficient (DSC) assessed inter-reader agreement pre- and post-protocol, with a Wilcoxon signed-rank test for per-volume analysis and an Aligned-Rank Transform (ART) for repeated measures analyses of variance (ANOVA) for per-slice analysis. Slice selection at extreme cranial or caudal liver positions was evaluated using the McNemar test. RESULTS The per-volume DSC significantly increased after protocol implementation for both T2wi (p < 0.001) and T1wi (p = 0.03). Per-slice DSC also improved significantly for both T2wi and T1wi (p < 0.001). The protocol reduced the number of liver segmentations with a non-annotated slice on T1wi (p = 0.04), but the change was not significant on T2wi (p = 0.16). CONCLUSIONS Establishing a liver MRI segmentation protocol improves annotation robustness and reproducibility, paving the way for advanced computer-assisted analysis. Moreover, segmentation protocols could be extended to other organs and lesions and incorporated into guidelines, thereby expanding the potential applications of AI in daily clinical practice.
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Affiliation(s)
- Patrick Jeltsch
- Department of Radiology and Interventional Radiology, Lausanne University Hospital, Lausanne University, 1015 Lausanne, Switzerland; (P.J.); (K.M.); (M.J.); (L.F.-M.); (C.D.); (J.R.)
| | - Killian Monnin
- Department of Radiology and Interventional Radiology, Lausanne University Hospital, Lausanne University, 1015 Lausanne, Switzerland; (P.J.); (K.M.); (M.J.); (L.F.-M.); (C.D.); (J.R.)
| | - Mario Jreige
- Department of Radiology and Interventional Radiology, Lausanne University Hospital, Lausanne University, 1015 Lausanne, Switzerland; (P.J.); (K.M.); (M.J.); (L.F.-M.); (C.D.); (J.R.)
| | - Lucia Fernandes-Mendes
- Department of Radiology and Interventional Radiology, Lausanne University Hospital, Lausanne University, 1015 Lausanne, Switzerland; (P.J.); (K.M.); (M.J.); (L.F.-M.); (C.D.); (J.R.)
| | - Raphaël Girardet
- Department of Radiology, South Metropolitan Health Service, Murdoch, WA 6150, Australia;
| | - Clarisse Dromain
- Department of Radiology and Interventional Radiology, Lausanne University Hospital, Lausanne University, 1015 Lausanne, Switzerland; (P.J.); (K.M.); (M.J.); (L.F.-M.); (C.D.); (J.R.)
| | - Jonas Richiardi
- Department of Radiology and Interventional Radiology, Lausanne University Hospital, Lausanne University, 1015 Lausanne, Switzerland; (P.J.); (K.M.); (M.J.); (L.F.-M.); (C.D.); (J.R.)
| | - Naik Vietti-Violi
- Department of Radiology and Interventional Radiology, Lausanne University Hospital, Lausanne University, 1015 Lausanne, Switzerland; (P.J.); (K.M.); (M.J.); (L.F.-M.); (C.D.); (J.R.)
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Peng K, Zhang X, Li Z, Wang Y, Sun HW, Zhao W, Pan J, Zhang XY, Wu X, Yu X, Wu C, Weng Y, Lin X, Liu D, Zhan M, Xu J, Zheng L, Zhang Y, Lu L. Myeloid response evaluated by noninvasive CT imaging predicts post-surgical survival and immune checkpoint therapy benefits in patients with hepatocellular carcinoma. Front Immunol 2024; 15:1493735. [PMID: 39687612 PMCID: PMC11646988 DOI: 10.3389/fimmu.2024.1493735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2024] [Accepted: 11/12/2024] [Indexed: 12/18/2024] Open
Abstract
Background The potential of preoperative CT in the assessment of myeloid immune response and its application in predicting prognosis and immune-checkpoint therapy outcomes in hepatocellular carcinoma (HCC) has not been explored. Methods A total of 165 patients with pathological slides and multi-phase CT images were included to develop a radiomics signature for predicting the imaging-based myeloid response score (iMRS). Overall survival (OS) and recurrence-free survival (RFS) were assessed according to the iMRS risk group and validated in a surgical resection cohort (n = 98). The complementary advantage of iMRS incorporating significant clinicopathologic factors was investigated by the Cox proportional hazards analysis. Additionally, the iMRS in inferring the benefits of immune checkpoint therapy was explored in an immunotherapy cohort (n = 36). Results We showed that AUCs of the optimal radiomics signature for iMRS were 0.941 [95% confidence interval (CI), 0.909-0.973] and 0.833 (0.798-0.868) in the training and test cohorts, respectively. High iMRS was associated with poor RFS and OS. The prognostic performance of the Clinical-iMRS nomogram was better than that of a single parameter (p < 0.05), with a 1-, 3-, and 5-year C-index for RFS of 0.729, 0.709, and 0.713 in the training, test, and surgical resection cohorts, respectively. A high iMRS score predicted a higher proportion of objective response (vs. progressive disease or stable disease; odds ratio, 2.311; 95% CI, 1.144-4.672; p = 0.020; AUC, 0.718) in patients treated with anti-PD-1 and PD-L1. Conclusions iMRS may provide a promising method for predicting local myeloid immune responses in HCC patients, inferring postsurgical prognosis, and evaluating benefits of immune checkpoint therapy.
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Affiliation(s)
- Kangqiang Peng
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Xiao Zhang
- Guangdong Provincial Key Laboratory of Tumor Interventional Diagnosis and Treatment, Zhuhai Institute of Translational Medicine, Zhuhai People’s Hospital (Zhuhai Clinical Medical College), Jinan University, Zhuhai, China
- Medical AI Lab, Hebei Provincial Engineering Research Center for AI-Based Cancer Treatment Decision-Making, The First Hospital of Hebei Medical University, Shijiazhuang, China
| | - Zhongliang Li
- Guangdong Provincial Key Laboratory of Tumor Interventional Diagnosis and Treatment, Zhuhai Institute of Translational Medicine, Zhuhai People’s Hospital (Zhuhai Clinical Medical College), Jinan University, Zhuhai, China
| | - Yongchun Wang
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
- Department of Pathology, Xiangya Hospital, Central South University, Changsha, China
| | - Hong-Wei Sun
- Guangdong Provincial Key Laboratory of Tumor Interventional Diagnosis and Treatment, Zhuhai Institute of Translational Medicine, Zhuhai People’s Hospital (Zhuhai Clinical Medical College), Jinan University, Zhuhai, China
| | - Wei Zhao
- Guangdong Provincial Key Laboratory of Tumor Interventional Diagnosis and Treatment, Zhuhai Institute of Translational Medicine, Zhuhai People’s Hospital (Zhuhai Clinical Medical College), Jinan University, Zhuhai, China
- Department of Management, School of Business, Macau University of Science and Technology, Macau, Macau SAR, China
| | - Jielin Pan
- Guangdong Provincial Key Laboratory of Tumor Interventional Diagnosis and Treatment, Zhuhai Institute of Translational Medicine, Zhuhai People’s Hospital (Zhuhai Clinical Medical College), Jinan University, Zhuhai, China
- Department of Radiology, Zhuhai People’s Hospital, Jinan University, Zhuhai, China
| | - Xiao-Yang Zhang
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Xiaoling Wu
- Department of Radiology, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Xiangrong Yu
- Guangdong Provincial Key Laboratory of Tumor Interventional Diagnosis and Treatment, Zhuhai Institute of Translational Medicine, Zhuhai People’s Hospital (Zhuhai Clinical Medical College), Jinan University, Zhuhai, China
- Department of Radiology, Zhuhai People’s Hospital, Jinan University, Zhuhai, China
| | - Chong Wu
- Ministry of Education (MOE) Key Laboratory of Gene Function and Regulation, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Yulan Weng
- Ministry of Education (MOE) Key Laboratory of Gene Function and Regulation, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Xiaowen Lin
- Guangdong Provincial Key Laboratory of Tumor Interventional Diagnosis and Treatment, Zhuhai Institute of Translational Medicine, Zhuhai People’s Hospital (Zhuhai Clinical Medical College), Jinan University, Zhuhai, China
| | - Dingjie Liu
- Guangdong Provincial Key Laboratory of Tumor Interventional Diagnosis and Treatment, Zhuhai Institute of Translational Medicine, Zhuhai People’s Hospital (Zhuhai Clinical Medical College), Jinan University, Zhuhai, China
- The Department of Cerebrovascular Disease, Zhuhai People’s Hospital, Jinan University, Zhuhai, China
| | - Meixiao Zhan
- Guangdong Provincial Key Laboratory of Tumor Interventional Diagnosis and Treatment, Zhuhai Institute of Translational Medicine, Zhuhai People’s Hospital (Zhuhai Clinical Medical College), Jinan University, Zhuhai, China
- Guangzhou First People’s Hospital, The Second Affiliated Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - Jing Xu
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Limin Zheng
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
- Ministry of Education (MOE) Key Laboratory of Gene Function and Regulation, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Yaojun Zhang
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Ligong Lu
- Guangdong Provincial Key Laboratory of Tumor Interventional Diagnosis and Treatment, Zhuhai Institute of Translational Medicine, Zhuhai People’s Hospital (Zhuhai Clinical Medical College), Jinan University, Zhuhai, China
- Guangzhou First People’s Hospital, The Second Affiliated Hospital, School of Medicine, South China University of Technology, Guangzhou, China
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Svendsen JR, Pedersen ML, Hauerberg J, Gredal O. Subarachnoid haemorrhage and intracranial aneurysms in Greenland in the period 2018-2021: incidence, outcome and familial disposition. Int J Circumpolar Health 2024; 83:2356889. [PMID: 38788126 PMCID: PMC11134107 DOI: 10.1080/22423982.2024.2356889] [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: 02/05/2024] [Accepted: 05/13/2024] [Indexed: 05/26/2024] Open
Abstract
Subarachnoid haemorrhages (SAH) caused by rupture of intracranial aneurysms (IA) are a severe condition. Earlier studies found a higher incidence of SAH in Greenlandic patients compared to Danish patients, with familial aggregation also higher in Greenland. However, updated data is lacking. To investigate the contemporary incidence, outcome, and familial disposition of SAH/IA in Greenlandic patients in 2018-2021. Greenlandic patients diagnosed with ruptured or unruptured IA (UIA) during 2018-2021 were included. Data was obtained from patient files, x-ray department, and discharge registry. Incidence rates were estimated as cases/100,000/year. Direct age-standardised incidence rates were calculated using WHO 2000-2025 as standards. Of 30 SAH patients, 20 (66.7%) were females, 10 (33.3%) males. Of 36 UIA patients, 27 (75.0%) were females, 9 (25.0%) males. For SAH, crude incidence was 13.4/100,000/year, age-standardised incidence was 10.8/100,000/year. Familial history was observed in 30.0% of SAH patients. 5 patients (16.7%) died before treatment, 28-day case-fatality rate (CFR) for all patients was 23.3%. Overall and age-standardised incidence rates were similar to previous studies but higher among females and compared to neighbouring countries. A high occurrence of familial history was reported. SAH remains a serious condition in Greenland, as evidenced by five fatalities before treatment was administered.
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Affiliation(s)
| | - Michael Lynge Pedersen
- Greenland Center for Health Research, Institute of Health and Nature, University of Greenland, Nuuk, Greenland; Steno Diabetes Center Greenland, Nuuk, Greenland, Nuuk, Greenland
| | - John Hauerberg
- Department of neurosurgery, Copenhagen University Hospital (Rigshospitalet), Copenhagen, Denmark
| | - Ole Gredal
- Medical Department, Queen Ingrid’s Hospital, Nuuk, Greenland
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Simchick G, Allen TJ, Hernando D. Reproducibility of intravoxel incoherent motion quantification in the liver across field strengths and gradient hardware. Magn Reson Med 2024; 92:2652-2669. [PMID: 39119838 PMCID: PMC11436311 DOI: 10.1002/mrm.30237] [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: 02/01/2024] [Revised: 06/19/2024] [Accepted: 07/11/2024] [Indexed: 08/10/2024]
Abstract
PURPOSE To evaluate reproducibility and interlobar agreement of intravoxel incoherent motion (IVIM) quantification in the liver across field strengths and MR scanners with different gradient hardware. METHODS Cramer-Rao lower bound optimization was performed to determine optimized monopolar and motion-robust 2D (b-value and first-order motion moment [M1]) IVIM-DWI acquisitions. Eleven healthy volunteers underwent diffusion MRI of the liver, where each optimized acquisition was obtained five times across three MRI scanners. For each data set, IVIM estimates (diffusion coefficient (D), pseudo-diffusion coefficients (d 1 * $$ {d}_1^{\ast } $$ andd 2 * $$ {d}_2^{\ast } $$ ), blood velocity SDs (Vb1 and Vb2), and perfusion fractions [f1 and f2]) were obtained in the right and left liver lobes using two signal models (pseudo-diffusion and M1-dependent physical) with and without T2 correction (fc1 and fc2) and three fitting techniques (tri-exponential region of interest-based full and segmented fitting and blood velocity SD distribution fitting). Reproducibility and interlobar agreement were compared across methods using within-subject and pairwise coefficients of variation (CVw and CVp), paired sample t-tests, and Bland-Altman analysis. RESULTS Using a combination of motion-robust 2D (b-M1) data acquisition, M1-dependent physical signal modeling with T2 correction, and blood velocity SD distribution fitting, multiscanner reproducibility with median CVw = 5.09%, 11.3%, 9.20%, 14.2%, and 12.6% for D, Vb1, Vb2, fc1, and fc2, respectively, and interlobar agreement with CVp = 8.14%, 11.9%, 8.50%, 49.9%, and 42.0%, respectively, was achieved. CONCLUSION Recently proposed advanced IVIM acquisition, signal modeling, and fitting techniques may facilitate reproducible IVIM quantification in the liver, as needed for establishment of IVIM-based quantitative biomarkers for detection, staging, and treatment monitoring of diseases.
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Affiliation(s)
- Gregory Simchick
- Radiology, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Timothy J Allen
- Medical Physics, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Diego Hernando
- Radiology, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Medical Physics, University of Wisconsin-Madison, Madison, Wisconsin, USA
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Huang JX, Zhang WH, Wu YM, Hu JY, Long H, Zhu HD, Zhang JQ, Teng GJ, Xiong F. A Study on Overcoming Post-TACE Drug Resistance in HCC Based on Controllable Oxygen Release-Magnetic Hyperthermia Therapy. Adv Healthc Mater 2024; 13:e2402253. [PMID: 39319494 DOI: 10.1002/adhm.202402253] [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: 07/18/2024] [Revised: 08/12/2024] [Indexed: 09/26/2024]
Abstract
Drug-eluting bead transcatheter arterial chemoembolization (D-TACE) is one of the first-line treatment for intermediate hepatocellular carcinoma (HCC). However, the dual hypoxia microenvironment, due to inherent tumor hypoxia and TACE-induced hypoxia, triggers drug resistance in HCC. To address this challenge, the study develops multicavitary microspheres capable of encapsulating oxygen and harnessing magnetic hyperthermia to enhance oxygen permeability. The novel multicavitary oxygen-encapsulated magnetothermal drug-eluting microspheres (OTD-Ms) effectively reduce hypoxia-related proteins (HIF-1α, VEGF-A) and drug resistance (P-gp) both in vitro and in vivo. Moreover, these microspheres demonstrate improved TACE efficacy and enhance survival rates in a rabbit VX-2 tumor model, suggesting their potential for HCC treatment.
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Affiliation(s)
- Jin-Xin Huang
- State Key Laboratory of Digital Medical Engineering, Jiangsu Key Laboratory for Biomaterials and Devices, School of Biological Sciences & Medical Engineering, Southeast University, Nanjing, 210009, P. R. China
| | - Wei-Hua Zhang
- State Key Laboratory of Digital Medical Engineering, Jiangsu Key Laboratory for Biomaterials and Devices, School of Biological Sciences & Medical Engineering, Southeast University, Nanjing, 210009, P. R. China
- Center of Interventional Radiology and Vascular Surgery, Nurturing Center of Jiangsu Province for State Laboratory of AI Imaging & Interventional Radiology (Southeast University), Department of Radiology, Zhongda Hospital, Medical School, Southeast University, 87 Dingjiaqiao Road, Nanjing, 210009, P. R. China
- National Innovation Platform for Integration of Medical Engineering Education (NMEE) (Southeast University), Nanjing, 210009, P. R. China
- Basic Medicine Research and Innovation Center of Ministry of Education, Zhongda Hospital, Southeast University, Nanjing, 210009, P. R. China
| | - Ye-Ming Wu
- State Key Laboratory of Digital Medical Engineering, Jiangsu Key Laboratory for Biomaterials and Devices, School of Biological Sciences & Medical Engineering, Southeast University, Nanjing, 210009, P. R. China
- Center of Interventional Radiology and Vascular Surgery, Nurturing Center of Jiangsu Province for State Laboratory of AI Imaging & Interventional Radiology (Southeast University), Department of Radiology, Zhongda Hospital, Medical School, Southeast University, 87 Dingjiaqiao Road, Nanjing, 210009, P. R. China
- National Innovation Platform for Integration of Medical Engineering Education (NMEE) (Southeast University), Nanjing, 210009, P. R. China
- Basic Medicine Research and Innovation Center of Ministry of Education, Zhongda Hospital, Southeast University, Nanjing, 210009, P. R. China
| | - Jian-Yu Hu
- Department of Radiology, Zhongda Hospital, Medical School, Southeast University, 87 Dingjiaqiao Road, Nanjing, 210009, P. R. China
| | - Huan Long
- State Key Laboratory of Digital Medical Engineering, Jiangsu Key Laboratory for Biomaterials and Devices, School of Biological Sciences & Medical Engineering, Southeast University, Nanjing, 210009, P. R. China
- Department of Pharmacy, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, 210009, P. R. China
| | - Hai-Dong Zhu
- State Key Laboratory of Digital Medical Engineering, Jiangsu Key Laboratory for Biomaterials and Devices, School of Biological Sciences & Medical Engineering, Southeast University, Nanjing, 210009, P. R. China
- Center of Interventional Radiology and Vascular Surgery, Nurturing Center of Jiangsu Province for State Laboratory of AI Imaging & Interventional Radiology (Southeast University), Department of Radiology, Zhongda Hospital, Medical School, Southeast University, 87 Dingjiaqiao Road, Nanjing, 210009, P. R. China
- National Innovation Platform for Integration of Medical Engineering Education (NMEE) (Southeast University), Nanjing, 210009, P. R. China
- Basic Medicine Research and Innovation Center of Ministry of Education, Zhongda Hospital, Southeast University, Nanjing, 210009, P. R. China
| | - Jian-Qiong Zhang
- Department of Pharmacy, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, 210009, P. R. China
- Department of Microbiology and Immunology, School of Medicine, Southeast University, Nanjing, 210009, P. R. China
| | - Gao-Jun Teng
- State Key Laboratory of Digital Medical Engineering, Jiangsu Key Laboratory for Biomaterials and Devices, School of Biological Sciences & Medical Engineering, Southeast University, Nanjing, 210009, P. R. China
- Center of Interventional Radiology and Vascular Surgery, Nurturing Center of Jiangsu Province for State Laboratory of AI Imaging & Interventional Radiology (Southeast University), Department of Radiology, Zhongda Hospital, Medical School, Southeast University, 87 Dingjiaqiao Road, Nanjing, 210009, P. R. China
- National Innovation Platform for Integration of Medical Engineering Education (NMEE) (Southeast University), Nanjing, 210009, P. R. China
- Basic Medicine Research and Innovation Center of Ministry of Education, Zhongda Hospital, Southeast University, Nanjing, 210009, P. R. China
| | - Fei Xiong
- State Key Laboratory of Digital Medical Engineering, Jiangsu Key Laboratory for Biomaterials and Devices, School of Biological Sciences & Medical Engineering, Southeast University, Nanjing, 210009, P. R. China
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Zhang J, Tang H, Zuo L, Liu H, Liu C, Li Z, Jing J, Wang Y, Liu T. Identification of a cognitive network with effective connectivity to post-stroke cognitive impairment. Cogn Neurodyn 2024; 18:3741-3756. [PMID: 39712115 PMCID: PMC11655769 DOI: 10.1007/s11571-024-10139-4] [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: 01/22/2024] [Revised: 04/15/2024] [Accepted: 05/17/2024] [Indexed: 12/24/2024] Open
Abstract
Altered connectivity within complex functional networks has been observed in individuals with post-stroke cognitive impairment (PSCI) and during cognitive tasks. This study aimed to identify a cognitive function network that is responsive to cognitive changes during cognitive tasks and also sensitive to PSCI. To explore the network, we analyzed resting-state fMRI data from 20 PSCI patients and task-state fMRI data from 100 unrelated healthy young adults using functional connectivity analysis. We further employed spectral dynamic causal modeling to examine the effective connectivity among the pivotal regions within the network. Our findings revealed a common cognitive network that encompassed the hub regions 231 in the Subcortical network (SC), 70, 199, 242 in the Frontoparietal network (FP), 214 in the Visual II network, and 253 in the Cerebellum network (CBL). These hubs' effective connectivity, which showed reliable but slight changes during different cognitive tasks, exhibited notable alterations when comparing post-stroke cognitive impairment and improvement statuses. Decreased coupling strengths were observed in effective connections to CBL253 and from SC231 and FP70 in the improvement status. Increased connections to SC231 and FP70, from CBL253 and FP242, as well as from FP199 and FP242 to FP242 were observed in this status. These alterations exhibited a high sensitivity to signs of recovery, ranging from 80 to 100%. The effective connectivity pattern in both post-stroke cognitive statuses also reflected the influence of the MoCA score. This research succeeded in identifying a cognitive network with sensitive effective connectivity to cognitive changes after stroke, presenting a potential neuroimaging biomarker for forthcoming interventional studies. Supplementary Information The online version contains supplementary material available at 10.1007/s11571-024-10139-4.
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Affiliation(s)
- Jing Zhang
- Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191 China
| | - Hui Tang
- Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191 China
| | - Lijun Zuo
- Department of Neurology, Beijing TianTan Hospital, Capital Medical University, Beijing, 100070 China
| | - Hao Liu
- Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191 China
| | - Chang Liu
- Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191 China
| | - Zixiao Li
- Department of Neurology, Beijing TianTan Hospital, Capital Medical University, Beijing, 100070 China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Jing Jing
- Department of Neurology, Beijing TianTan Hospital, Capital Medical University, Beijing, 100070 China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Yongjun Wang
- Department of Neurology, Beijing TianTan Hospital, Capital Medical University, Beijing, 100070 China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
| | - Tao Liu
- Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191 China
- Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, Beijing, China
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Jang HJ, Choi SH, Wee S, Choi SJ, Byun JH, Won HJ, Shin YM, Sirlin CB. CT- and MRI-based Factors Associated with Rapid Growth in Early-Stage Hepatocellular Carcinoma. Radiology 2024; 313:e240961. [PMID: 39718496 DOI: 10.1148/radiol.240961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2024]
Abstract
Background Prediction of the tumor growth rates is clinically important in patients with hepatocellular carcinoma (HCC), but previous studies have presented conflicting results and generally lacked radiologic evaluations. Purpose To evaluate the percentage of rapidly growing early-stage HCCs in each Liver Imaging Reporting and Data System (LI-RADS) category and to identify prognostic factors associated with rapid growth. Materials and Methods Retrospective study of patients with risk factors for HCC and those with surgically proven early-stage HCC who underwent two or more preoperative multiphasic CT or MRI examinations between January 2016 and December 2020. LI-RADS categories were assigned according to the baseline CT or MRI results. The tumor volume doubling time (TVDT) was calculated from the tumor volumes measured at the two examinations. The growth rate was classified as rapid (TVDT < 3 months), intermediate (TVDT = 3-9 months), or indolent (TVDT > 9 months). The percentage of rapidly growing HCCs was compared among the LI-RADS categories, and multivariable logistic regression was used to identify factors associated with rapidly growing HCC. Results In 322 patients (mean age, 61 years ± 9 [SD]; 249 men) with 345 HCCs (30 LR-3, 64 LR-4, 221 LR-5, and 30 LR-M category), the median TVDT of HCC was 131 days (IQR, 87-233) and 27.0% of HCCs showed rapid growth. The growth rates differed among the LI-RADS categories, with a higher percentage of rapidly growing HCCs observed for LR-M HCCs than for LR-3 (70.0% vs 3.3%, P < .001), LR-4 (70.0% vs 12.5%, P < .001), or LR-5 (70.0% vs 28.5%, P < .001) HCCs. An α-fetoprotein level greater than 400 ng/mL (adjusted odds ratio [OR], 2.54; 95% CI: 1.16, 5.54; P = .02), baseline tumor diameter (adjusted OR, 0.65; 95% CI: 0.48, 0.87; P = .004), and LR-M category (adjusted OR, 9.26; 95% CI: 3.70, 23.16; P < .001) were independently associated with higher odds of rapid growth. Conclusion Among early-stage HCCs, LR-M category was an independent factor for rapid growth, observed in 70% of HCCs. © RSNA, 2024 Supplemental material is available for this article.
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Affiliation(s)
- Hyeon Ji Jang
- From the Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43 gil, Songpa-Gu, Seoul 05505, Korea (H.J.J., S.H.C., S.J.C., J.H.B., H.J.W., Y.M.S.); University of Ulsan College of Medicine, Seoul, Korea (S.W.); and Liver Imaging Group, Department of Radiology, University of California- San Diego, San Diego, Calif (C.B.S.)
| | - Sang Hyun Choi
- From the Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43 gil, Songpa-Gu, Seoul 05505, Korea (H.J.J., S.H.C., S.J.C., J.H.B., H.J.W., Y.M.S.); University of Ulsan College of Medicine, Seoul, Korea (S.W.); and Liver Imaging Group, Department of Radiology, University of California- San Diego, San Diego, Calif (C.B.S.)
| | - Sungwoo Wee
- From the Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43 gil, Songpa-Gu, Seoul 05505, Korea (H.J.J., S.H.C., S.J.C., J.H.B., H.J.W., Y.M.S.); University of Ulsan College of Medicine, Seoul, Korea (S.W.); and Liver Imaging Group, Department of Radiology, University of California- San Diego, San Diego, Calif (C.B.S.)
| | - Se Jin Choi
- From the Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43 gil, Songpa-Gu, Seoul 05505, Korea (H.J.J., S.H.C., S.J.C., J.H.B., H.J.W., Y.M.S.); University of Ulsan College of Medicine, Seoul, Korea (S.W.); and Liver Imaging Group, Department of Radiology, University of California- San Diego, San Diego, Calif (C.B.S.)
| | - Jae Ho Byun
- From the Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43 gil, Songpa-Gu, Seoul 05505, Korea (H.J.J., S.H.C., S.J.C., J.H.B., H.J.W., Y.M.S.); University of Ulsan College of Medicine, Seoul, Korea (S.W.); and Liver Imaging Group, Department of Radiology, University of California- San Diego, San Diego, Calif (C.B.S.)
| | - Hyung Jin Won
- From the Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43 gil, Songpa-Gu, Seoul 05505, Korea (H.J.J., S.H.C., S.J.C., J.H.B., H.J.W., Y.M.S.); University of Ulsan College of Medicine, Seoul, Korea (S.W.); and Liver Imaging Group, Department of Radiology, University of California- San Diego, San Diego, Calif (C.B.S.)
| | - Yong Moon Shin
- From the Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43 gil, Songpa-Gu, Seoul 05505, Korea (H.J.J., S.H.C., S.J.C., J.H.B., H.J.W., Y.M.S.); University of Ulsan College of Medicine, Seoul, Korea (S.W.); and Liver Imaging Group, Department of Radiology, University of California- San Diego, San Diego, Calif (C.B.S.)
| | - Claude B Sirlin
- From the Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43 gil, Songpa-Gu, Seoul 05505, Korea (H.J.J., S.H.C., S.J.C., J.H.B., H.J.W., Y.M.S.); University of Ulsan College of Medicine, Seoul, Korea (S.W.); and Liver Imaging Group, Department of Radiology, University of California- San Diego, San Diego, Calif (C.B.S.)
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Tzeng WS, Teng WL, Huang PH, Yen FL, Shiue YL. Anti-cancer activity and cellular uptake of 7,3',4'- and 7,8,4'-trihydroxyisoflavone in HepG2 cells under hypoxic conditions. J Enzyme Inhib Med Chem 2024; 39:2288806. [PMID: 38153119 PMCID: PMC10763887 DOI: 10.1080/14756366.2023.2288806] [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: 05/06/2023] [Accepted: 11/24/2023] [Indexed: 12/29/2023] Open
Abstract
Transarterial chemoembolisation (TACE) is used for unresectable hepatocellular carcinoma (HCC) treatment, but TACE-induced hypoxia leads to poor prognosis. The anti-cancer effects of soybean isoflavones daidzein derivatives 7,3',4'-trihydroxyisoflavone (734THIF) and 7,8,4'-trihydroxyisoflavone (784THIF) were evaluated under hypoxic microenvironments. Molecular docking of these isomers with cyclooxygenase-2 (COX-2) and vascular endothelial growth factor receptor 2 (VEGFR2) was assessed. About 40 μM of 734THIF and 784THIF have the best effect on inhibiting the proliferation of HepG2 cells under hypoxic conditions. At a concentration of 40 μM, 784THIF significantly inhibits COX-2 expression in pre-hypoxia conditions compared to 734THIF, with an inhibition rate of 67.73%. Additionally, 40 μM 784THIF downregulates the expression of hypoxic, inflammatory, and metastatic-related proteins, regulates oxidative stress, and inhibits the expression of anti-apoptotic proteins. The uptake by HepG2 confirmed higher 784THIF level and slower degradation characteristics under post- or pre-hypoxic conditions. In conclusion, our results showed that 784THIF had better anti-cancer effects and cellular uptake than 734THIF.
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Affiliation(s)
- Wen-Sheng Tzeng
- Department of Radiology, Pingtung Christian Hospital, Pingtung, Taiwan
- Institute of Biomedical Sciences, National Sun Yat-Sen University, Kaohsiung, Taiwan
| | - Wei-Lin Teng
- Graduate Institute of Natural Products, College of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Pao-Hsien Huang
- Department of Fragrance and Cosmetic Science, College of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Feng-Lin Yen
- Institute of Biomedical Sciences, National Sun Yat-Sen University, Kaohsiung, Taiwan
- Department of Fragrance and Cosmetic Science, College of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan
- Drug Development and Value Creation Research Center, Kaohsiung Medical University, Kaohsiung, Taiwan
- Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Yow-Ling Shiue
- Institute of Biomedical Sciences, National Sun Yat-Sen University, Kaohsiung, Taiwan
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Cao YZ, Pan JY, Zheng GL, An C, Zuo MX. Hepatic arterial infusion chemotherapy combined with systemic therapy sequentially or simultaneously for advanced hepatocellular carcinoma. Cancer Immunol Immunother 2024; 74:24. [PMID: 39540963 PMCID: PMC11564491 DOI: 10.1007/s00262-024-03872-6] [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: 08/03/2024] [Accepted: 10/29/2024] [Indexed: 11/16/2024]
Abstract
BACKGROUND AND AIMS The goal of this study was to compare the efficacy and safety of hepatic arterial infusion chemotherapy (HAIC) combined with targeted therapy and PD-(L)1 blockade (triple therapy), either sequentially (SE) or simultaneously (SI), in the treatment of Barcelona Clinic Liver Cancer (BCLC) stage C hepatocellular carcinoma (HCC). APPROACH AND RESULTS From January 1, 2018, to June 1, 2022, 575 patients with BCLC stage C HCC who underwent SE or SI triple therapy were retrospectively enrolled. Propensity score matching (PSM; 1:1) was performed to eliminate possible confounder imbalances across cohorts. We used the Kaplan-Meier method and a log-rank test to compare the overall survival (OS) and progression-free survival (PFS) rates between the SI and SE groups. The tumor response and the incidence of adverse events (AEs) were reported. After PSM, 182 patients in each of the two groups were matched. The median OS in the SI group was significantly longer than that in the SE group (28.8 vs. 16.1 months; P = 0.002), and the median PFS was significantly improved in the SI versus SE group (9.6 vs. 7.0 months; P = 0.01). The objective response rate based on the mRECIST was higher in the SI group (58% vs. 37%; P < 0.001). The total incidences of grade 3-4 AEs were 111/182 (60.9%) and 128/182 (70.3%) in the SE and SI groups, respectively. No grade 5 AEs were reported in either group. CONCLUSIONS Simultaneous HAIC plus targeted therapy and PD-(L)1 blockade significantly improved outcomes compared to the sequential regimen in patients with BCLC stage C HCC, with no unexpected AEs. CLINICAL RELEVANCE STATEMENT The patients who received hepatic arterial infusion chemotherapy combined with targeted therapy and PD-(L)1 blockade simultaneously have a better prognosis than those who received it sequentially.
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Affiliation(s)
- Yu-Zhe Cao
- Department of Minimally Invasive Interventional Radiology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, 510060, People's Republic of China
- State Key Laboratory of Oncology in South China, Guangzhou, People's Republic of China
- Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, People's Republic of China
| | - Jia-Yu Pan
- Department of Minimally Invasive Interventional Radiology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, 510060, People's Republic of China
- State Key Laboratory of Oncology in South China, Guangzhou, People's Republic of China
- Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, People's Republic of China
| | - Guang-Lei Zheng
- Department of Minimally Invasive Interventional Radiology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, 510060, People's Republic of China
- State Key Laboratory of Oncology in South China, Guangzhou, People's Republic of China
- Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, People's Republic of China
| | - Chao An
- Department of Minimally Invasive Interventional Radiology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, 510060, People's Republic of China.
- State Key Laboratory of Oncology in South China, Guangzhou, People's Republic of China.
- Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, People's Republic of China.
| | - Meng-Xuan Zuo
- Department of Minimally Invasive Interventional Radiology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, 510060, People's Republic of China.
- State Key Laboratory of Oncology in South China, Guangzhou, People's Republic of China.
- Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, People's Republic of China.
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