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Song Y, Yu Z, Guan J, Wu H, Zhang J, Qiaoling L, Yuan M, Cheng X, Ling B. Efficacy of High-Voltage Pulsed Radiofrequency in Zoster-Associated Pain: A Meta-Analysis and Systematic Review. Anesthesiol Res Pract 2023; 2023:8479293. [PMID: 38162190 PMCID: PMC10757660 DOI: 10.1155/2023/8479293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 11/24/2023] [Accepted: 12/13/2023] [Indexed: 01/03/2024] Open
Abstract
Background Zoster-associated pain (ZAP) is often refractory to conventional treatments and can seriously affect patients' physical and mental health. High-voltage pulsed radio frequency (H-PRF) is a new method for treating ZAP with pulse voltages above 60 V or even up to 100 V. The purpose of this paper was to conduct a systematic review and meta-analysis to evaluate the efficacy of H-PRF in the management of ZAP. Methods PubMed, Embase, and the Cochrane library were searched from their inception to June 2022 to identify controlled trials which evaluated the effectiveness of H-PRF compared with standard PRF and sham operations. The primary outcome was pain scores at different treatment times. The secondary outcomes included SF-36 scores, rescue analgesic dose, and side effects. Results We reviewed 6 randomized controlled trials involving 428 patients. There was no significant difference between the H-PRF and standard PRF pain scores at 1 week after surgery and the sham operation group at 1 month. At 1, 3, and 6 months, the H-PRF group had better pain score than the standard PRF group, and at 3 months, the pain score was better than the sham operation group. The H-PRF group showed improvement in the SF-36 score, and there were no significant complications in the H-PRF group. Conclusions H-PRF is an effective and safe treatment method that has better effects in relieving pain and improving the quality of life and physical and mental health. Although H-PRF provides pain relief rates comparable to those of the control group in the early stages, it remains the preferred and alternative treatment for relieving herpes zoster-related pain.
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Affiliation(s)
- Yinghao Song
- Department of Pain, Clinical Medical College of Yangzhou University, Northern Jiangsu People's Hospital, Yangzhou, Jiangsu, China
| | - Ziheng Yu
- Department of Pain, Clinical Medical College of Yangzhou University, Northern Jiangsu People's Hospital, Yangzhou, Jiangsu, China
| | - Jingjing Guan
- Department of Pain, Clinical Medical College of Yangzhou University, Northern Jiangsu People's Hospital, Yangzhou, Jiangsu, China
| | - Haisheng Wu
- Department of Pain, Clinical Medical College of Yangzhou University, Northern Jiangsu People's Hospital, Yangzhou, Jiangsu, China
| | - Jinglang Zhang
- Department of Pain, Clinical Medical College of Yangzhou University, Northern Jiangsu People's Hospital, Yangzhou, Jiangsu, China
| | - Liu Qiaoling
- Department of Pain, Clinical Medical College of Yangzhou University, Northern Jiangsu People's Hospital, Yangzhou, Jiangsu, China
| | - Min Yuan
- Department of Pain, Clinical Medical College of Yangzhou University, Northern Jiangsu People's Hospital, Yangzhou, Jiangsu, China
| | - Xinzhi Cheng
- Department of Pain, Clinical Medical College of Yangzhou University, Northern Jiangsu People's Hospital, Yangzhou, Jiangsu, China
| | - Bingyu Ling
- Department of Emergency, Clinical Medical College of Yangzhou University, Northern Jiangsu People's Hospital, Yangzhou, Jiangsu, China
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Keller DA, Bassan A, Amberg A, Burns Naas LA, Chambers J, Cross K, Hall F, Jahnke GD, Luniwal A, Manganelli S, Mestres J, Mihalchik-Burhans AL, Woolley D, Tice RR. In silico approaches in carcinogenicity hazard assessment: case study of pregabalin, a nongenotoxic mouse carcinogen. FRONTIERS IN TOXICOLOGY 2023; 5:1234498. [PMID: 38026843 PMCID: PMC10679394 DOI: 10.3389/ftox.2023.1234498] [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: 06/04/2023] [Accepted: 10/30/2023] [Indexed: 12/01/2023] Open
Abstract
In silico toxicology protocols are meant to support computationally-based assessments using principles that ensure that results can be generated, recorded, communicated, archived, and then evaluated in a uniform, consistent, and reproducible manner. We investigated the availability of in silico models to predict the carcinogenic potential of pregabalin using the ten key characteristics of carcinogens as a framework for organizing mechanistic studies. Pregabalin is a single-species carcinogen producing only one type of tumor, hemangiosarcomas in mice via a nongenotoxic mechanism. The overall goal of this exercise is to test the ability of in silico models to predict nongenotoxic carcinogenicity with pregabalin as a case study. The established mode of action (MOA) of pregabalin is triggered by tissue hypoxia, leading to oxidative stress (KC5), chronic inflammation (KC6), and increased cell proliferation (KC10) of endothelial cells. Of these KCs, in silico models are available only for selected endpoints in KC5, limiting the usefulness of computational tools in prediction of pregabalin carcinogenicity. KC1 (electrophilicity), KC2 (genotoxicity), and KC8 (receptor-mediated effects), for which predictive in silico models exist, do not play a role in this mode of action. Confidence in the overall assessments is considered to be medium to high for KCs 1, 2, 5, 6, 7 (immune system effects), 8, and 10 (cell proliferation), largely due to the high-quality experimental data. In order to move away from dependence on animal data, development of reliable in silico models for prediction of oxidative stress, chronic inflammation, immunosuppression, and cell proliferation will be critical for the ability to predict nongenotoxic compound carcinogenicity.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Jordi Mestres
- Chemotargets SL, Parc Científic de Barcelona, Barcelona, Spain
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Semita IN, Utomo DN, Suroto H, Sudiana IK, Gandi P. The mechanism of human neural stem cell secretomes improves neuropathic pain and locomotor function in spinal cord injury rat models: through antioxidant, anti-inflammatory, anti-matrix degradation, and neurotrophic activities. Korean J Pain 2023; 36:72-83. [PMID: 36549874 PMCID: PMC9812698 DOI: 10.3344/kjp.22279] [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: 08/12/2022] [Revised: 11/09/2022] [Accepted: 11/13/2022] [Indexed: 12/24/2022] Open
Abstract
Background Globally, spinal cord injury (SCI) results in a big burden, including 90% suffering permanent disability, and 60%-69% experiencing neuropathic pain. The main causes are oxidative stress, inflammation, and degeneration. The efficacy of the stem cell secretome is promising, but the role of human neural stem cell (HNSC)-secretome in neuropathic pain is unclear. This study evaluated how the mechanism of HNSC-secretome improves neuropathic pain and locomotor function in SCI rat models through antioxidant, anti-inflammatory, anti-matrix degradation, and neurotrophic activities. Methods A proper experimental study investigated 15 Rattus norvegicus divided into normal, control, and treatment groups (30 μL HNSC-secretome, intrathecal in the level of T10, three days post-traumatic SCI). Twenty-eight days post-injury, specimens were collected, and matrix metalloproteinase (MMP)-9, F2-Isoprostanes, tumor necrosis factor (TNF)-α, transforming growth factor (TGF)-β, and brain derived neurotrophic factor (BDNF) were analyzed. Locomotor recovery was evaluated via Basso, Beattie, and Bresnahan scores. Neuropathic pain was evaluated using the Rat Grimace Scale. Results The HNSC-secretome could improve locomotor recovery and neuropathic pain, decrease F2-Isoprostane (antioxidant), decrease MMP-9 and TNF-α (anti-inflammatory), as well as modulate TGF-β and BDNF (neurotrophic factor). Moreover, HNSC-secretomes maintain the extracellular matrix of SCI by reducing the matrix degradation effect of MMP-9 and increasing the collagen formation effect of TGF-β as a resistor of glial scar formation. Conclusions The present study demonstrated the mechanism of HNSC-secretome in improving neuropathic pain and locomotor function in SCI through antioxidant, anti-inflammatory, anti-matrix degradation, and neurotrophic activities.
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Affiliation(s)
- I Nyoman Semita
- Doctoral Program of Medical Science, Faculty of Medicine, Airlangga University, Surabaya, Indonesia,Department of Orthopaedic, Faculty of Medicine, University of Jember, Jember, Indonesia
| | - Dwikora Novembri Utomo
- Department of Orthopaedic, Faculty of Medicine, Airlangga University, Surabaya, Indonesia,Correspondence: Dwikora Novembri Utomo Department of Orthopaedic, Faculty of Medicine, Airlangga University, Jl. Manyar Tirtosari IV/7, Surabaya, East Java, Indonesia, Tel: +628123036236, Fax: +62315020406, E-mail:
| | - Heri Suroto
- Department of Orthopaedic, Faculty of Medicine, Airlangga University, Surabaya, Indonesia
| | - I Ketut Sudiana
- Department of Anatomic Pathology, Faculty of Medicine, Airlangga University, Surabaya, Indonesia
| | - Parama Gandi
- Departement of Cardiology, Faculty of Medicine, Airlangga University, Surabaya, Indonesia
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Pan Z, Huang S, Ma T, Yuan R, Wang M, Luo R, Yu M, Li W, Zhang A, Wu J. Comparative effectiveness of external therapies of traditional Chinese medicine and surgical treatments in pain management of postherpetic neuralgia: A protocol for a systematic review and network meta-analysis. Medicine (Baltimore) 2022; 101:e31517. [PMID: 36316916 PMCID: PMC9622718 DOI: 10.1097/md.0000000000031517] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND As the most common long-term complication of herpes zoster (HZ), postherpetic neuralgia (PHN) is characterized by chronic, persistent, and debilitating neuropathic pain. PHN seriously harms human health and currently becomes a topic of clinical importance. To date, the common methods of pain management in PHN include external therapies of traditional Chinese medicine and surgical treatments. However, there is no high-quality or direct evidence of their comparative effectiveness. This review aims to provide a network meta-analysis to compare the efficacy of external therapies of traditional Chinese medicine and surgical treatments in the pain management of PHN. METHODS Databases such as PubMed, Cochrane Central Register of Controlled Trials, EMBASE, China National Knowledge Infrastructure, China Biology Medicine Disc will be searched for relevant randomized controlled trials to obtain literatures on the treatment of PHN with external therapies of traditional Chinese medicine and surgical treatments, and clinical randomized controlled trials will be screened out from their inception to August 5, 2022. The participant intervention comparator outcomes of this study are as flowing: P, patients with PHN; I, external therapies of traditional Chinese medicine and surgical treatments; C, no treatment, pharmacological placebo, treatment as usual or sham acupuncture groups; O, primary outcome is pain intensity, and secondary outcomes are onset of pain relief time, quality of life, therapeutic effective rate and reverse effects. Cochrane Risk of Bias Tool will be used in assessing literature's quality. Network meta-analyses will be conducted to generate estimates of comparative effectiveness of each intervention class and rankings of their effectiveness, in terms of pain management. RESULT This systematic review and network meta-analysis will provide evidence of the efficacy of different therapeutic methods for pain management in PHN, to show which forms of therapy are more commonly used with higher effectiveness. DISCUSSION The results will systematically provide suggestions for medical practitioners to choose effective, time-saving and economical pain management method for PHN.
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Affiliation(s)
- Zhengqi Pan
- Acupuncture and Tuina School, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan Province, China
| | - Shijie Huang
- Acupuncture and Tuina School, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan Province, China
| | - Tingting Ma
- Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan Province, China
| | - Rongli Yuan
- Acupuncture and Tuina School, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan Province, China
| | - Mengjing Wang
- Acupuncture and Tuina School, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan Province, China
| | - Rui Luo
- Acupuncture and Tuina School, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan Province, China
| | - Maogui Yu
- Acupuncture and Tuina School, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan Province, China
| | - Wuyu Li
- Acupuncture and Tuina School, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan Province, China
| | - Ao Zhang
- School of Chinese Medicine, School of Integrated Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu Province, China
| | - Jie Wu
- Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan Province, China
- * Correspondence: Jie Wu, Hospital of Chengdu University of Traditional Chinese Medicine, No. 39 Shi-er-qiao Road, 610072 Chengdu, Sichuan Province, China (e-mail: )
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Fan Z, Zheng X, Li D, Chen H, Li L. Comparison of lidocaine and ropivacaine stellate ganglion blockade in treating upper limb postherpetic neuralgia. Medicine (Baltimore) 2022; 101:e29394. [PMID: 35687777 PMCID: PMC9276270 DOI: 10.1097/md.0000000000029394] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Accepted: 04/13/2022] [Indexed: 01/04/2023] Open
Abstract
To provide a basis for treating postherpetic neuralgia (PHN), we compared the efficacy of lidocaine and ropivacaine stellate ganglion block (SGB) in PHN treatment in the upper limbs.Data from 252 patients with upper-limb PHN were retrospectively analyzed. The lidocaine group (n = 118) was treated with oral pregabalin capsules 75 mg twice a day, tramadol hydrochloride sustained release tablets 100 mg twice a day, and amitriptyline 25 mg once at night combined with ultrasound-guided lidocaine SGB; the ropivacaine group (n = 134) was orally administered the same medicines combined with ultrasound-guided ropivacaine SGB. The visual analog scale (VAS), self-rating anxiety scale (SAS), and adverse reactions were compared between the groups before treatment and at 1 week, 1 month, and 3 months after treatment.There were no significant differences between the lidocaine and ropivacaine groups in terms of sex, age, height, weight, and pain duration (P > .05). There was no significant difference between the groups in VAS and SAS scores before treatment (P > .05). At 1 week, 1 month, and 3 months after ultrasound-guided SGB treatment, the VAS and SAS scores were significantly lower in the ropivacaine group than in the lidocaine group (P < .05). There were no significant differences between the groups in terms of adverse reactions (P > .05).For ultrasound-guided SGB treatment of upper limb PHN, ropivacaine is superior to lidocaine. Ultrasound-guided ropivacaine SGB is safe and effective for the treatment of upper limb PHN.
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Affiliation(s)
- Zhouhong Fan
- Department of Pain, Yichun People's Hospital, Yichun, Jiangxi Province, PR China
| | - Xin Zheng
- Department of Pain, The Second Hospital of Dalian Medical University, Dalian, PR China
| | - Dongbai Li
- Department of Pain, The Second Hospital of Dalian Medical University, Dalian, PR China
| | - Haopeng Chen
- Department of Pain, The Second Hospital of Dalian Medical University, Dalian, PR China
| | - Lingchao Li
- Department of Pain, The Second Hospital of Dalian Medical University, Dalian, PR China
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Fu J, Lei X. Identification of the Immune Subtype of Hepatocellular Carcinoma for the Prediction of Disease-Free Survival Time and Prevention of Recurrence by Integrated Analysis of Bulk- and Single-Cell RNA Sequencing Data. Front Immunol 2022; 13:868325. [PMID: 35734185 PMCID: PMC9207181 DOI: 10.3389/fimmu.2022.868325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Accepted: 05/10/2022] [Indexed: 01/27/2023] Open
Abstract
BackgroundThe main factors affecting the long-term prognosis of hepatocellular carcinoma (HCC) patients undergoing radical surgery are recurrence and metastasis. However, the methods for predicting disease-free survival (DFS) time and preventing postoperative recurrence of HCC are still very limited.MethodsIn this study, immune cell abundances in HCC samples were analyzed by single-sample gene set enrichment analysis (ssGSEA), while the prognostic values of immune cells for DFS time prediction were evaluated by the least absolute shrinkage and selection operator (LASSO) and subsequent univariate and multivariate Cox analyses. Next, a risk score was constructed based on the most prognostic immune cells and their corresponding coefficients. Interactions among prognostic immune cells and the specific targets for the prevention of recurrence were further identified by single-cell RNA (scRNA) sequencing data and CellMiner.ResultsA novel efficient T cell risk score (TCRS) was constructed based on data from the three most prognostic immune cell types (effector memory CD8 T cells, regulatory T cells and follicular helper T cells) for identifying an immune subtype of HCC patients with longer DFS times and inflammatory immune characteristics. Functional differences between the high- and low-score groups separated by TCRS were clarified, and the cell-cell communication among these immune cells was elucidated. Finally, fifteen hub genes that may be potential therapeutic targets for the prevention of recurrence were identified.ConclusionsWe constructed and verified a useful model for the prediction of DFS time of HCC after surgery. In addition, fifteen hub genes were identified as candidates for the prevention of recurrence, and a preliminarily investigation of potential drugs targeting these hub genes was carried out.
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Affiliation(s)
- Jie Fu
- Department of General Surgery, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Xiaohua Lei
- The First Affiliated Hospital, Department of Hepato-Biliary-Pancreatic Surgery, Hengyang Medical School, University of South China, Hengyang, China
- *Correspondence: Xiaohua Lei,
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Tang J, Tao J, Luo G, Zhu J, Yao M. Analysis of Risk Factors and Construction of a Prediction Model of Motor Dysfunction Caused by Limb Herpes Zoster. J Pain Res 2022; 15:367-375. [PMID: 35153514 PMCID: PMC8827162 DOI: 10.2147/jpr.s346564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 01/28/2022] [Indexed: 11/23/2022] Open
Affiliation(s)
- Jiayi Tang
- The Fourth Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, People’s Republic of China
- Department of Anesthesiology and Pain Research Center, The First Hospital of Jiaxing and The Affiliated Hospital of Jiaxing University, Jiaxing, People’s Republic of China
| | - Jiachun Tao
- Department of Anesthesiology and Pain Research Center, The First Hospital of Jiaxing and The Affiliated Hospital of Jiaxing University, Jiaxing, People’s Republic of China
| | - Ge Luo
- Department of Anesthesiology and Pain Research Center, The First Hospital of Jiaxing and The Affiliated Hospital of Jiaxing University, Jiaxing, People’s Republic of China
| | - Jianjun Zhu
- Department of Anesthesiology and Pain Research Center, The First Hospital of Jiaxing and The Affiliated Hospital of Jiaxing University, Jiaxing, People’s Republic of China
| | - Ming Yao
- Department of Anesthesiology and Pain Research Center, The First Hospital of Jiaxing and The Affiliated Hospital of Jiaxing University, Jiaxing, People’s Republic of China
- Correspondence: Ming Yao, Department of Anesthesiology and Pain Research Center, The First Hospital of Jiaxing and The Affiliated Hospital of Jiaxing University, No. 1882 South Zhonghuan Road, Nanhu District, Jiaxing City, Zhejiang Province, People’s Republic of China, Tel +86 573 13456218632, Email
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Peng Z, Guo J, Zhang Y, Guo X, Huang W, Li Y, Yan Z, Guo N, Ke D, Chen L, Huang J, Feng Z. Development of a Model for Predicting the Effectiveness of Pulsed Radiofrequency on Zoster-Associated Pain. Pain Ther 2022; 11:253-267. [PMID: 35094299 PMCID: PMC8861232 DOI: 10.1007/s40122-022-00355-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Accepted: 01/17/2022] [Indexed: 11/30/2022] Open
Abstract
Introduction Zoster-associated pain (ZAP), which may cause anxiety, depression, and sleep disorders and reduce quality of life, is often refractory to current standard treatments. Studies have shown that pulsed radiofrequency (PRF) can alleviate ZAP and reduce the incidence of postherpetic neuralgia (PHN). This study aimed to explore the clinical characteristics associated with PRF responsiveness, develop a model for identifying risk factors of inadequate PRF management, and help clinicians make better decisions. Methods Patients who underwent PRF for ZAP between January 2017 and October 2020 in our hospital were included in this study. Patients were evaluated using the numerical rating scale (NRS), Insomnia Severity Index, Patient Health Questionnaire-9, and 36-Item Short Form Health Survey (SF-36) before and 3 months after the procedure. Patient demographic data and blood test results were also collected. We defined the effectiveness of PRF for ZAP as relief of > 50% in NRS scores compared to pre-PRF. Least absolute shrinkage and selection operator (LASSO) regression analyses were subsequently performed to identify factors related to the therapeutic effect of PRF in patients with ZAP. The performance of the prediction model was assessed by the area under the receiver operating characteristic curve (AUC). Results The effectiveness of PRF in patients with ZAP was 69.6% (total 313 patients) after 3 months. LASSO regression analysis extracted the seven most powerful features in the developed prediction model: sex, stage of herpes zoster (HZ), pregabalin dose, bodily pain indicators of SF-36, lymphocyte count, and low-density lipoprotein cholesterol (LDLC) and complement C4 in peripheral blood. Model = 1.586 + 0.148 × lymphocyte + (−0.001) × bodily pain indicators of SF-36 + (−0.001) × pregabalin dose + 0.028 × LDLC + 0.001 × C4 + (−0.508) × sex + (−0.128) × stage of HZ. We generated the ROC curve for the prediction model, and the final AUC was 0.701. The sensitivity, specificity, and overall accuracy of the model were 90%, 33%, and 73%, respectively. Conclusions Seven factors were significantly associated with poor PRF outcome: male sex, advanced stage of HZ, higher pregabalin dose, higher bodily pain indicators of SF-36, and lower lymphocyte count, LDLC, and complement C4 in the peripheral blood. PRF should be applied to patients with ZAP as early as possible to achieve satisfactory outcomes.
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Affiliation(s)
- Zhiyou Peng
- Department of Pain Medicine, College of Medicine, the First Affiliated Hospital, Zhejiang University, #79 Qingchun Road, Hangzhou, 310003, Zhejiang, China
| | - Jianguo Guo
- Department of Pain Medicine, College of Medicine, the First Affiliated Hospital, Zhejiang University, #79 Qingchun Road, Hangzhou, 310003, Zhejiang, China
| | - Yanfeng Zhang
- Department of Pain Medicine, College of Medicine, the First Affiliated Hospital, Zhejiang University, #79 Qingchun Road, Hangzhou, 310003, Zhejiang, China
| | - Xuejiao Guo
- Department of Pain Medicine, College of Medicine, the First Affiliated Hospital, Zhejiang University, #79 Qingchun Road, Hangzhou, 310003, Zhejiang, China
| | - Wenguang Huang
- Department of Pain Medicine, College of Medicine, the First Affiliated Hospital, Zhejiang University, #79 Qingchun Road, Hangzhou, 310003, Zhejiang, China
| | - Yunze Li
- Department of Pain Medicine, College of Medicine, the First Affiliated Hospital, Zhejiang University, #79 Qingchun Road, Hangzhou, 310003, Zhejiang, China
| | - Zhe Yan
- Department of Pain Medicine, College of Medicine, the First Affiliated Hospital, Zhejiang University, #79 Qingchun Road, Hangzhou, 310003, Zhejiang, China
| | - Nannan Guo
- Department of Pain Medicine, College of Medicine, the First Affiliated Hospital, Zhejiang University, #79 Qingchun Road, Hangzhou, 310003, Zhejiang, China
| | - Daqiang Ke
- Department of Pain Medicine, College of Medicine, the First Affiliated Hospital, Zhejiang University, #79 Qingchun Road, Hangzhou, 310003, Zhejiang, China
| | - Li Chen
- Biomedical Big Data Center, the First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou, 310003, Zhejiang, China
| | - Jinyan Huang
- Biomedical Big Data Center, the First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou, 310003, Zhejiang, China
- Zhejiang University Cancer Center, Zhejiang University, Hangzhou, China
| | - Zhiying Feng
- Department of Pain Medicine, College of Medicine, the First Affiliated Hospital, Zhejiang University, #79 Qingchun Road, Hangzhou, 310003, Zhejiang, China.
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