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Chen J, Tian Y, Li Y, Zhu R, Jia L, Fu F, Tang S, Wang X, Wang DM, Zhang XY. A network of craving, negative emotions, and cognition in methamphetamine patients. Addict Behav 2025; 163:108248. [PMID: 39827826 DOI: 10.1016/j.addbeh.2025.108248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Revised: 12/23/2024] [Accepted: 01/05/2025] [Indexed: 01/22/2025]
Affiliation(s)
- Jiajing Chen
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, China; Department of Psychology, The University of Hong Kong, Hong Kong SAR, China; State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong SAR, China
| | - Yang Tian
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Yuqing Li
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Rongrong Zhu
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Lianglun Jia
- Xin Hua Drug Rehabilitation Center, Sichuan, China
| | - Fabing Fu
- Xin Hua Drug Rehabilitation Center, Sichuan, China
| | | | - Xiaotao Wang
- Xin Hua Drug Rehabilitation Center, Sichuan, China
| | - Dong Mei Wang
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, China.
| | - Xiang Yang Zhang
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
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Høiland K, Raudeberg R, Egeland J. The repeatable battery for the assessment of neuropsychological status (RBANS) and substance use disorders: a systematic review. Subst Abuse Treat Prev Policy 2025; 20:12. [PMID: 40065390 PMCID: PMC11895193 DOI: 10.1186/s13011-025-00640-2] [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] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Accepted: 02/07/2025] [Indexed: 03/14/2025] Open
Abstract
BACKGROUND Cognitive deficits are prevalent among substance use disorder (SUD) patients and affect treatment retention and outcome. The Repeatable Battery for the Assessment of Neuropsychological Status (RBANS) is a well-researched instrument in diverse patient groups and has the potential to serve as an effective and accurate method for identifying cognitive impairment in SUD patients. This systematic review examines the RBANS' ability to detect cognitive impairment in SUD patients. Limitations of knowledge and the need for further research are discussed. METHODS We conducted a systematic search using PsycINFO, Medline, and Cochrane databases to identify relevant studies and articles on applying RBANS in SUD. No time limits were imposed on the search. Search words were RBANS, substance use disorder, drug use disorder, and alcohol use disorder, and the most common specific types of drugs (e.g., opiates, cannabis, and methamphetamine). RESULTS A systematic search identified 232 articles, of which 17 were found eligible and included in the review. Most studies examined patient groups using either alcohol, methamphetamine, or opioids. The results are presented in the form of a narrative review. We identified some evidence that the RBANS can detect group differences between SUD patients and healthy controls, but the findings were somewhat inconsistent. The literature search revealed little information about cognitive profiles, reliability, factor structure, and construct and criterion validity. CONCLUSIONS The evidence concerning the validity and usefulness of the RBANS in SUD populations is scarce. Future research should investigate cognitive profiles, reliability, factor structure, and construct and criterion validity.
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Affiliation(s)
- Kristoffer Høiland
- Sykehuset i Vestfold HF, Hospital Trust, Vestfold Tønsberg, 2168, 3103, Norway.
- Division of Mental Health and Addiction, Vestfold Hospital Trust, 2168, Tønsberg, Vestfold, 3103, Norway.
| | - Rune Raudeberg
- Faculty of Psychology, University of Bergen, Bergen, Norway
| | - Jens Egeland
- Division of Mental Health and Addiction, Vestfold Hospital Trust, 2168, Tønsberg, Vestfold, 3103, Norway.
- Department of Psychology, University of Oslo, Forskningsveien 3A, Oslo, Oslo, 0373, Norway.
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Gao T, Chen C, Liang G, Ran Y, Huang Q, Liao Z, He B, Liu T, Tang X, Chen H, Fan Y. Feature fusion analysis approach based on synchronous EEG-fNIRS signals: application in etomidate use disorder individuals. BIOMEDICAL OPTICS EXPRESS 2025; 16:382-397. [PMID: 39958843 PMCID: PMC11828439 DOI: 10.1364/boe.542078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Revised: 11/28/2024] [Accepted: 12/15/2024] [Indexed: 02/18/2025]
Abstract
Etomidate is commonly used for induction of anesthesia, but prolonged use can affect brain neurovascular mechanisms, potentially leading to use disorders. However, limited research exists on the impact of etomidate on brain function, and accurately and noninvasively extracting and analyzing neurovascular brain features remains a challenge. This study introduces a novel feature fusion approach based on whole-brain synchronous Electroencephalography (EEG)-functional near-infrared spectroscopy (fNIRS) signals aimed at addressing the difficulty of jointly analyzing neural and hemodynamic signals and features in specific locations, which is critical for understanding neurovascular mechanism changes in etomidate use disorder individuals. To address the challenge of optimizing the accuracy of neurovascular coupling analysis, we proposed a multi-band local neurovascular coupling (MBLNVC) method. This method enhances spatial precision in NVC analysis by integrating multi-modal brain signals. We then mapped the different brain features to the Yeo 7 brain networks and constructed feature vectors based on these networks. This multilayer feature fusion approach resolves the issue of analyzing complex neural and vascular signals together in specific brain locations. Our approach revealed significant neurovascular coupling enhancement in the sensorimotor and dorsal attention networks (p < 0.05, FDR corrected), corresponding with different frequency bands and brain networks from single-modal features. These features of the intersection of bands and networks showed high sensitivity to etomidate using machine learning classifiers compared to other features (accuracy: support vector machine (SVM) - 82.10%, random forest (RF) - 80.50%, extreme gradient boosting (XGBoost) - 78.40%). These results showed the potential of the proposed feature fusion analysis approach in exploring changes in brain mechanisms and provided new insights into the effects of etomidate on resting neurovascular brain mechanisms.
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Affiliation(s)
- Tianxin Gao
- School of Medical Technology, Beijing Institute of Technology, China
| | - Chao Chen
- School of Medical Technology, Beijing Institute of Technology, China
| | - Guangyao Liang
- School of Medical Technology, Beijing Institute of Technology, China
| | - Yuchen Ran
- School of Medical Technology, Beijing Institute of Technology, China
| | - Qiuping Huang
- Department of Psychology, School of Humanities and Management, Hunan University of Chinese Medicine, China
| | - Zhenjiang Liao
- Department of Psychiatry, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Bolin He
- Lituo Drug Rehabilitation Center of Hunan Province, Hunan, China
| | - Tefu Liu
- Lituo Drug Rehabilitation Center of Hunan Province, Hunan, China
| | - Xiaoying Tang
- School of Medical Technology, Beijing Institute of Technology, China
| | - Hongxian Chen
- Department of Psychiatry, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yingwei Fan
- School of Medical Technology, Beijing Institute of Technology, China
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Hadadgar S, Peimani J, Hassani-Abharian P, Mashayekh M, Peivandi P, Fekrazad R. Comparative Effects of Cognitive Rehabilitation and Photobiomodulation on Drug Craving in Treatment-Seeking Opioid Addicts. Photobiomodul Photomed Laser Surg 2024; 42:54-65. [PMID: 38252491 DOI: 10.1089/photob.2023.0064] [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] [Indexed: 01/24/2024] Open
Abstract
Background: Drug addiction refers to a maladaptive pattern of drug use that frequently leads to substance abuse problems and accompanying cognitive and behavioral symptoms. Among the crucial criteria of drug addiction, craving stands out as a potent factor contributing to ongoing drug abuse and relapse following period of abstinence. To date, there is no definitive method for eradicating opioid cravings. The introduction of novel neurocognitive interventions, such as cognitive rehabilitation and photobiomodulation (PBM), into the realm of psychiatric treatments holds promise due to the parallels between drug addiction and other psychiatric disorders. These innovative techniques offer potential value in addressing drug addiction. Objective: This study aimed to assess and compare the efficacy of cognitive rehabilitation and PBM in alleviating drug cravings among individuals undergoing addiction treatment in clinical settings. Methods: The research used randomized clinical trial as the chosen research method. The statistical population encompassed all clients receiving treatment for addiction at clinics, selected through the convenience sampling method, with α = 0.05 significance level and an effect size of 85%. Gpower software was utilized to determine three equal groups. Sixty-three participants, each having a mean total score higher than 3 out of 5 on the Desire for Drug Questionnaire (DDQ), were randomly assigned to two experimental groups (n = 21 each) and a control group (n = 21). For the assessment of immediate and periodic opioid craving, the DDQ and the Obsessive Compulsive Drug Use Scale were used. In the low-level laser group, an 810 nm wavelength with continuous irradiation was applied twice a week at a distance of 1 cm by 1 cm to the prefrontal part of the brain for duration of 6 weeks (12 sessions). In the brain rehabilitation group, the stop signal and n-back tasks software were used twice a week for period of 6 weeks (comprising 12 sessions, each lasting 30 min). Results: The results demonstrated that each intervention significantly reduced drug craving in both the post-test and follow-up phases compared to the control group. The Bonferroni post hoc test indicated that PBM was more effective than cognitive rehabilitation in terms of working memory (WM) and inhibitory control for reducing drug craving (p < 0.05). Conclusions: While both PBM and cognitive rehabilitation targeting WM and inhibitory control effectively reduced opioid drug craving, low-level laser therapy proved to be more effective than cognitive rehabilitation in this regard.
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Affiliation(s)
- Sayena Hadadgar
- Department of Psychology, Karaj Branch of Islamic Azad University, Karaj, Iran
| | - Javid Peimani
- Department of Psychology, Karaj Branch of Islamic Azad University, Karaj, Iran
| | - Peyman Hassani-Abharian
- Cognitive Psychology and Rehabilitation Department, Institute for Cognitive Science Studies (IRICSS), Tehran, Iran
| | - Maryam Mashayekh
- Department of Psychology, Karaj Branch of Islamic Azad University, Karaj, Iran
| | - Parisa Peivandi
- Department of Psychology, Karaj Branch of Islamic Azad University, Karaj, Iran
| | - Reza Fekrazad
- Radiation Sciences Research Center, AJA University of Medical Sciences, Tehran, Iran
- International Network for Photo Medicine and Photo Dynamic Therapy (INPMPDT), Universal Scientific Education and Research, Network (USERN), Tehran, Iran
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Abstract
This paper is the forty-fifth consecutive installment of the annual anthological review of research concerning the endogenous opioid system, summarizing articles published during 2022 that studied the behavioral effects of molecular, pharmacological and genetic manipulation of opioid peptides and receptors as well as effects of opioid/opiate agonists and antagonists. The review is subdivided into the following specific topics: molecular-biochemical effects and neurochemical localization studies of endogenous opioids and their receptors (1), the roles of these opioid peptides and receptors in pain and analgesia in animals (2) and humans (3), opioid-sensitive and opioid-insensitive effects of nonopioid analgesics (4), opioid peptide and receptor involvement in tolerance and dependence (5), stress and social status (6), learning and memory (7), eating and drinking (8), drug abuse and alcohol (9), sexual activity and hormones, pregnancy, development and endocrinology (10), mental illness and mood (11), seizures and neurologic disorders (12), electrical-related activity and neurophysiology (13), general activity and locomotion (14), gastrointestinal, renal and hepatic functions (15), cardiovascular responses (16), respiration and thermoregulation (17), and immunological responses (18).
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Affiliation(s)
- Richard J Bodnar
- Department of Psychology and Neuropsychology Doctoral Sub-Program, Queens College, City University of New York, Flushing, NY 11367, USA.
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Ge J, Tan R, Gao Q, Li R, Xu P, Song H, Wang S, Wan Y, Zhou L. A Multifunctional Nanocarrier System for Highly Efficient and Targeted Delivery of Ketamine to NMDAR Sites for Improved Treatment of Depression. Adv Healthc Mater 2023; 12:e2300154. [PMID: 37031162 DOI: 10.1002/adhm.202300154] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Revised: 03/07/2023] [Indexed: 04/10/2023]
Abstract
Ketamine (KA), commonly used as an anesthetic, is now widely studied as an antidepressant for the treatment of depression. However, due to its side effects, such as addiction and cognitive impairment, the dosage and frequency of (S)-ketamine approved by the FDA for the treatment of refractory depression is very low, which limits its efficacy. Here, a new multifunctional nanocarrier system (AC-RM@HA-MS) with specific targeting capabilities is developed to improve the efficacy of KA treatment. KA-loaded NPs (AC-RM@HA-MS-KA) are constructed with a multilayer core-shell structure. KA-loaded mesoporous silica NPs are prepared, conjugated with hyaluronic acid (HA) as pore gatekeepers, and sheathed with an RBC-membrane (RM) for camouflage. Finally, the surface is tagged with bifunctional peptides (Ang-2-Con-G, AC) to achieve specific targeting. One peptide (Ang-2) is acted as a guide to facilitate the crossing of the blood-brain barrier (BBB), while the other (Con-G) is functioned as a ligand for the targeted delivery of KA to the N-methyl-D-aspartate receptor sites. Animal experiments reveal that AC-RM@HA-MS-KA NPs effectively cross the BBB and directionally accumulate in the curing areas, thereby alleviating the depressive symptoms and improving the cognitive functions of depressed mice. After treatment, the depressed mice almost completely return to normal without obvious symptoms of addiction.
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Affiliation(s)
- Jing Ge
- College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, P. R. China
| | - Ronghua Tan
- National Engineering Research Center for Nanomedicine, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, P. R. China
| | - Qian Gao
- Key Laboratory of Molecular Biophysics of Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei, 430074, P. R. China
| | - Rui Li
- School of Life Sciences, Central China Normal University, Wuhan, 430079, P. R. China
| | - Pengxin Xu
- College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, P. R. China
| | - Hang Song
- College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, P. R. China
| | - Shenqi Wang
- College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, P. R. China
| | - Ying Wan
- National Engineering Research Center for Nanomedicine, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, P. R. China
| | - Lei Zhou
- College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, P. R. China
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Dong L, Chen WC, Su H, Wang ML, Du C, Jiang XR, Mei SF, Chen SJ, Liu XJ, Liu XB. Intermittent theta burst stimulation to the left dorsolateral prefrontal cortex improves cognitive function in polydrug use disorder patients: a randomized controlled trial. Front Psychiatry 2023; 14:1156149. [PMID: 37304431 PMCID: PMC10248467 DOI: 10.3389/fpsyt.2023.1156149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 05/10/2023] [Indexed: 06/13/2023] Open
Abstract
Background Polydrug abuse is common among opioid users. Individuals who use both heroin and methamphetamine (MA) have been shown to experience a wide range of cognitive deficits. Previous research shows that repetitive transcranial magnetic stimulation (rTMS) can change cerebral cortical excitability and regulate neurotransmitter concentration, which could improve cognitive function in drug addiction. However, the stimulation time, location, and possible mechanisms of rTMS are uncertain. Methods 56 patients with polydrug use disorder were randomized to receive 20 sessions of 10 Hz rTMS (n = 19), iTBS (n = 19), or sham iTBS (n = 18) to the left DLPFC. All patients used MA and heroin concurrently. Cognitive function was assessed and several related proteins including EPI, GABA-Aα5, IL-10, etc. were quantified by ELISA before and after the treatment. Results Baseline RBANS scores were lower than normal for age (77.25; IQR 71.5-85.5). After 20 treatment sessions, in the iTBS group, the RBANS score increased by 11.95 (95% CI 0.02-13.90, p = 0.05). In particular, there were improvements in memory and attention as well as social cognition. Following treatment, serum EPI and GABA-Aα5 were reduced and IL-10 was elevated. The improvement of immediate memory was negatively correlated with GABA-Aα5 (r = -0.646, p = 0.017), and attention was positively correlated with IL-10 (r = 0.610, p = 0.027). In the 10 Hz rTMS group, the improvement of the RBANS total score (80.21 ± 14.08 before vs.84.32 ± 13.80 after) and immediate memory (74.53 ± 16.65 before vs.77.53 ± 17.78 after) was statistically significant compared with the baseline (p < 0.05). However, compared with the iTBS group, the improvement was small and the difference was statistically significant. There was no statistically significant change in the sham group (78.00 ± 12.91 before vs.79.89 ± 10.92 after; p > 0.05). Conclusion Intermittent theta burst stimulation to the left DLPFC may improve cognitive function in polydrug use disorder patients. Its efficacy appears to be better than that of 10 Hz rTMS. The improvement of cognitive function may be related to GABA-Aα5 and IL-10. Our findings preliminarily demonstrate the clinical value of iTBS to the DLPFC to augment neurocognitive recovery in polydrug use disorders.
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Affiliation(s)
- Ling Dong
- Wuhan Mental Health Center, Wuhan, Hubei Province, China
- Wuhan Hospital for Psychotherapy, Wuhan, Hubei Province, China
| | - Wen-Cai Chen
- Wuhan Mental Health Center, Wuhan, Hubei Province, China
- Wuhan Hospital for Psychotherapy, Wuhan, Hubei Province, China
| | - Hang Su
- Shanghai Mental Health Center, Shanghai, China
| | - Mei-Ling Wang
- Wuhan Mental Health Center, Wuhan, Hubei Province, China
- Wuhan Hospital for Psychotherapy, Wuhan, Hubei Province, China
| | - Cong Du
- Wuhan Mental Health Center, Wuhan, Hubei Province, China
- Wuhan Hospital for Psychotherapy, Wuhan, Hubei Province, China
| | - Xing-ren Jiang
- Wuhan Mental Health Center, Wuhan, Hubei Province, China
- Wuhan Hospital for Psychotherapy, Wuhan, Hubei Province, China
| | - Shu-fang Mei
- Wuhan Mental Health Center, Wuhan, Hubei Province, China
- Wuhan Hospital for Psychotherapy, Wuhan, Hubei Province, China
| | - Si-Jing Chen
- Wuhan Mental Health Center, Wuhan, Hubei Province, China
- Wuhan Hospital for Psychotherapy, Wuhan, Hubei Province, China
| | - Xiu-Jun Liu
- Wuhan Mental Health Center, Wuhan, Hubei Province, China
- Wuhan Hospital for Psychotherapy, Wuhan, Hubei Province, China
| | - Xue-Bing Liu
- Wuhan Mental Health Center, Wuhan, Hubei Province, China
- Wuhan Hospital for Psychotherapy, Wuhan, Hubei Province, China
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Gong M, Liang W, He C, Shen Y, Zhang Z, Lou M, Xu Z. Neuroimaging mechanisms in short-term heroin- and methamphetamine-abstinent users: Similarities and differences. Neurosci Lett 2023; 796:137057. [PMID: 36621586 DOI: 10.1016/j.neulet.2023.137057] [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: 05/28/2022] [Revised: 11/23/2022] [Accepted: 01/03/2023] [Indexed: 01/06/2023]
Abstract
Heroin and methamphetamine cause great damage to individuals and society. However, numerous withdrawal mechanisms remain unidentified. In this study, 19 heroin short-term abstinent (HSTA) patients, 20 methamphetamine short-term abstinent (MSTA) patients, and 27 healthy controls (HCs) were scanned using multimodal magnetic resonance imaging. Degraded nodes of fiber tracts were identified using automated fiber quantification. Voxel- and surface-based morphometric measurements were performed to determine the gray matter volume and cortical thickness. The MSTA and HSTA groups had abnormal diffusion metrics in a variety of bilateral corticospinal tract (CST) and left superior longitudinal tract (SLT) nodes compared with the HC group. The MSTA patients reported more severely disrupted diffusion metrics in certain nodes of the bilateral anterior thalamic radiation and left inferior fronto-occipital tract than the HSTA patients. The MSTA and HSTA groups exhibited identical cortical damage in the fusiform and superior temporal gyri, as well as in the superior frontal gyrus, posterior cerebellum, and precentral gyrus. Extensive differences in gray matter lesions were observed between the MSTA and HSTA groups. Neuroimaging mechanisms of short-term abstinence may aid in the development of rehabilitation strategies.
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Affiliation(s)
- Mingqiang Gong
- The Fourth Clinical Medical College of Guangzhou University of Chinese Medicine, Shenzhen, China; Department of Radiology, Longgang Central Hospital, Shenzhen, China
| | - Wenbin Liang
- Department of Radiology, Longgang Central Hospital, Shenzhen, China
| | - Chunxue He
- Shenzhen Clinical Medicine College, Guangzhou University of Chinese Medicine, Shenzhen, China
| | - Yunxia Shen
- Department of Radiology, Longgang Central Hospital, Shenzhen, China
| | - Zhen Zhang
- Department of Radiology, The Third People's Hospital of Longgang District, Shenzhen, China
| | - Mingwu Lou
- Department of Radiology, Longgang Central Hospital, Shenzhen, China.
| | - Ziyu Xu
- Department of Radiology, Longgang Central Hospital, Shenzhen, China.
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