pain biomarkers

  • 文章类型: Journal Article
    目的:验证腰椎间盘疼痛是一种临床挑战。低压挑衅性椎间盘造影(PD)已成为黄金标准,虽然它是侵入性的,而且往往是解释的一个挑战。我们报道,磁共振波谱(MRS)生物标志物可以准确预测腰椎间盘中的PD结果,并改善MRS水平阳性的手术患者的预后。为了进一步证实MRS对椎间盘疼痛的诊断,我们报告了2项MRS衍生指标的前瞻性比较:NOCISCORE(疼痛)和SI-SCORE(变性严重程度).
    方法:腰椎MRS和基于软件的后处理(NOCISCAN-LS,AclarionInc.)在14例患者的44个椎间盘中进行(前瞻性队列[PC])。将PC数据与用于建立NOCISCORE(训练队列[TC])的先前数据进行比较。将NOCISCORE转换为序数值(高/中/低;NOCI/轻度/-),并将19个椎间盘的疼痛(P)和非疼痛(NP)对照诊断(PD)进行比较PC(12NP;7P)。灵敏度,特异性,并计算阳性和阴性预测值。将126例患者(PC加TC)的465个椎间盘的SI-SCORE与MRIPfirrmann评分进行了比较。
    结果:对于PC,MRS(NOCI+/-)与PD(P/NP)相比,准确度为87%,灵敏度和特异性为100%。MRS的阳性预测值和阴性预测值均为100%。对于PC和TC,PD+的NOCISCORE明显高于PD-光盘(P<0.05),PD+/-组的NOCISCORE分布在PC和TC之间无统计学差异(P>0.05)。SI-SCORES在Pfirrmann1级和2级(退化程度较低)与3级和4级(退化程度较高;P<0.05)之间存在差异,Pfirrmann1-5级呈逐渐下降的趋势。
    结论:这些现有数据提供了椎间盘MRS对区分疼痛性椎间盘和评估椎间盘结构完整性的预测价值的前瞻性确认。
    结论:NOCISCAN是可采用的,非侵入性,客观定量检测,提高对腰背痛患者的管理水平。
    方法:
    OBJECTIVE: Verifying lumbar disc pain can present a clinical challenge. Low-pressure provocative discography (PD) has served as the gold standard, although it is invasive and often a challenge to interpret. We reported that magnetic resonance spectroscopy (MRS) biomarkers accurately predict PD results in lumbar discs and improved outcomes for patients with surgery at positive MRS levels versus nonsurgery. To further substantiate MRS for diagnosing painful discs, we report a prospective comparison of 2 MRS-derived measures: NOCISCORE (pain) and SI-SCORE (degeneration severity).
    METHODS: Lumbar MRS and software-based postprocessing (NOCISCAN-LS, Aclarion Inc.) was performed in 44 discs in 14 patients (prospective cohort [PC]). PC data were compared to prior data used to establish the NOCISCORE (training cohort [TC]). The NOCISCORE was converted to an ordinal value (high/intermediate/low; NOCI+/mild/-) and compared against painful (P) versus nonpainful (NP) control diagnosis (PD) for 19 discs where PD was performed in the PC (12 NP; 7 P). Sensitivity, specificity, and positive and negative predictive values were calculated. The SI-SCORE was compared against MRI Pfirrmann Grades for 465 discs in 126 patients (PC plus TC).
    RESULTS: For the PC, MRS (NOCI+/-) compared to PD (P/NP) with an accuracy of 87% and sensitivity and specificity of 100%. The positive and negative predictive values of MRS were 100%. NOCISCOREs were significantly higher for PD+ versus PD- discs for PC and TC (P < 0.05), and the NOCISCORE distributions for PD+/- group were not statistically different between the PC and TC (P > 0.05). SI-SCORES differed between Pfirrmann Grades 1 and 2 (less degenerated) versus Grades 3 and 4 (more degenerated; P < 0.05), with a progressively decreasing trend with Pfirrmann Grades 1-5.
    CONCLUSIONS: These current data provide prospective confirmation of the predictive value of disc MRS for distinguishing painful discs and for assessing the disc structural integrity.
    CONCLUSIONS: NOCISCAN is an adoptable, noninvasive, and objectively quantitative test to improve management of low back pain patients.
    METHODS:
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  • 文章类型: Journal Article
    目的:MRS被证明可以可靠地量化退行性疼痛生物标志物的相对水平,区分慢性椎间盘源性下腰痛(DLBP)患者的疼痛性和非疼痛性椎间盘,这与手术成功率相关。我们现在报告基于更多患者和更长随访的结果。
    方法:对随后接受腰椎手术的DLBP患者进行椎间盘MRS检查。自定义后处理(NOCISCAN-LS®;AclarionInc.)计算的椎间盘特异性NOCISCORES®,反映了用于诊断化学疼痛椎间盘的退行性疼痛生物标志物的相对差异。使用Oswestry残疾指数(ODI)评分评估了78例患者的预后。比较了“一致”(C组)与“不一致”(D组)的手术之间的手术成功率(ODI改善≥15点),并基于NOCISCORE诊断为疼痛性椎间盘。
    结果:C组成功率高于D组:6个月(88%vs.62%;p=0.01),12个月(91%与56%;p<0.001),和24个月(85%vs.63%;p=0.07)。在各种亚组比较中,C组手术的成功率也高于D组手术。C组在术前至随访期间的ODI下降幅度大于D组[绝对变化(%变化),(p)]:6个月:-35(-61%)对-23(-39%),(p<0.05);12个月:-39(-69%)对-22(-39%),(p<0.01);24个月:-38(-66%)对-26(-48%),(p<0.05)。
    结论:更成功,通过NOCISCAN-LS后处理椎间盘MRS检查确定的化学疼痛性椎间盘手术治疗可获得持续结局.结果表明,NOCISCAN-LS提供了一种有价值的新诊断工具,可以帮助临床医生更好地选择治疗水平。
    MRS was shown to reliably quantify relative levels of degenerative pain biomarkers, differentiating painful versus non-painful discs in patients with chronic discogenic low back pain (DLBP), and this correlates with surgical success rates. We now report results based on more patients and longer follow-up.
    Disc MRS was performed in DLBP patients who subsequently received lumbar surgery. Custom post-processing (NOCISCAN-LS®; Aclarion Inc.) calculated disc-specific NOCISCORES® that reflect relative differences in degenerative pain biomarkers for diagnosing chemically painful discs. Outcomes in 78 patients were evaluated using Oswestry Disability Index (ODI) scores. Surgical success (≥ 15-point ODI improvement) was compared between surgeries that were \"Concordant\" (Group C) versus \"Discordant\" (Group D) with NOCISCORE-based diagnosis for painful discs.
    Success rates were higher for Group C versus Group D: 6 months (88% vs. 62%; p = 0.01), 12 months (91% vs. 56%; p < 0.001), and 24 months (85% vs. 63%; p = 0.07). Success rates for Group C surgeries were also higher than Group D surgeries in a variety of sub-group comparisons. Group C had a greater reduction in ODI from pre-operative to follow-up than Group D [absolute change (% change), (p)]: 6 months: - 35 (- 61%) versus - 23 (- 39%), (p < 0.05); 12 months: - 39 (- 69%) versus - 22 (- 39%), (p < 0.01); and 24 months:  - 38 (- 66%) versus - 26 (- 48%), (p < 0.05).
    More successful, sustained outcomes were obtained when surgically treating chemically painful discs identified by NOCISCAN-LS post-processed disc MRS exams. Results suggest that NOCISCAN-LS provides a valuable new diagnostic tool to help clinicians better select treatment levels.
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  • 文章类型: Journal Article
    The potential of Se to alleviate pain associated with 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP)-induced neurotoxicity was investigated. Swiss mice were intraperitoneally injected with MPTP (20 mg/kg) 4 times with an interval of 2 h in 1 day. Seven days after MPTP injection, the mice (n = 5 mice per group) were randomly assigned to groups: MPTP-, DOPA (50 mg/kg)-, Se4 (0.4 mg/kg)-, Se6 (0.6 mg/kg)-, DOPA+Se4-, and DOPA+Se6-treated groups were compared with controls. MPTP mice were treated for seven days; thereafter, motor-coordination and nociceptive-motor reactions were assessed. Pro-inflammatory cytokines (IL-1β, IL-6 and TNFα), and selected pain biomarkers (substance P (SP), glutamate and β-endorphin) were assessed in the serum and the substantial nigra pars compacta (SNpc). Motor activity was increased slightly by Se (0.6 or 0.4 mg/kg) vs. MPTP (10.48 ± 2.71 or 11.81 ± 1.28 s vs. 3.53 ± 0.06 s respectively) but considerably increased by DOPA (50 mg/kg) vs. MPTP (50.47 ± 3.06 s vs. 3.53 ± 0.06 s respectively). Se and DOPA increased nociceptive threshold but Se alone reduced both serum and SN pro-inflammatory cytokines. Se modulates SP while DOPA modulates SP and glutamate in the SNpc of mice treated with MPTP. Se suppressed pro-inflammatory cytokines and restored the basal pain biomarkers in the SNpc of mice treated with MPTP. Se requires further study as analgesic adjuvant.
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  • 文章类型: Journal Article
    目的:慢性胰腺炎(CP)与使人衰弱的难治性疼痛有关。CP疼痛的不同亚型以前已经根据严重程度进行了表征(没有,轻度-中度,严重)和时间(无,间歇性,恒定)疼痛的性质,但目前尚无基于机制的工具来指导疼痛管理.这项探索性研究旨在确定是否可以在患者血清中检测到潜在的疼痛生物标志物,以及它们是否与特定的疼痛模式相关。
    方法:细胞因子,趋化因子,在北美胰腺炎研究中登记的CP患者(N=99)的遗留血清样品中测量与伤害感受和疼痛相关的肽。无监督层次聚类分析被应用于基于其生物标志物谱的CP患者的聚类。分类和回归树用于评估这些生物标志物是否可以预测疼痛结果。
    结果:层次聚类分析揭示了一个子集的患者主要是恒定的,轻度-中度疼痛显示白细胞介素-1β(IL-1β)升高,白细胞介素-6(IL-6),白细胞介素-2(IL-2),肿瘤坏死因子α(TNFα),和单核细胞趋化蛋白-1(MCP1),而白细胞介素-4(IL-4)较高的患者,白细胞介素-8(IL-8)和降钙素基因相关肽(CGRP)更容易出现严重疼痛。有趣的是,对每个个体生物标志物的分析显示,持续疼痛的患者循环TNFα和fractalkine降低.严重疼痛患者TNFα显著降低,IL-6和P物质水平也有降低的趋势。
    结论:这项研究的观察结果表明,慢性胰腺炎人群中独特的疼痛经历可能与不同的生化特征相关。这些数据表明,结合生化测量和详细疼痛表型的进一步假设驱动分析可用于开发慢性胰腺炎患者疼痛管理的精确方法。
    OBJECTIVE: Chronic pancreatitis (CP) is associated with debilitating refractory pain. Distinct subtypes of CP pain have been previously characterized based on severity (none, mild-moderate, severe) and temporal (none, intermittent, constant) nature of pain, but no mechanism-based tools are available to guide pain management. This exploratory study was designed to determine if potential pain biomarkers could be detected in patient serum and whether they associate with specific pain patterns.
    METHODS: Cytokines, chemokines, and peptides associated with nociception and pain were measured in legacy serum samples from CP patients (N = 99) enrolled in the North American Pancreatitis Studies. The unsupervised hierarchical cluster analysis was applied to cluster CP patients based on their biomarker profile. Classification and regression tree was used to assess whether these biomarkers can predict pain outcomes.
    RESULTS: The hierarchical cluster analysis revealed a subset of patients with predominantly constant, mild-moderate pain exhibited elevated interleukin-1β (IL-1β), interleukin-6 (IL-6), interleukin-2 (IL-2), tumor necrosis factor alpha (TNFα), and monocyte chemoattractant protein-1 (MCP1) whereas patients with higher interleukin-4 (IL-4), interleukin-8 (IL-8) and calcitonin gene related peptide (CGRP) were more likely to have severe pain. Interestingly, analyses of each individual biomarker revealed that patients with constant pain had reduced circulating TNFα and fractalkine. Patients with severe pain exhibited a significant reduction in TNFα as well as trends towards lower levels of IL-6 and substance P.
    CONCLUSIONS: The observations from this study indicate that unique pain experiences within the chronic pancreatitis population can be associated with distinct biochemical signatures. These data indicate that further hypothesis-driven analyses combining biochemical measurements and detailed pain phenotyping could be used to develop precision approaches for pain management in patients with chronic pancreatitis.
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  • 文章类型: Journal Article
    The worlds of chronic pain and addiction continue to intersect too often in many ways. Chronic pain significantly impairs and disrupts the quality of life of millions of people worldwide. Opioids remain the most prescribed pharmacotherapy offered to patients to alleviate chronic pain. The extensive and often unnecessary prescription of opioids has created a surge in the prevalence of opioid use disorders and opioid overdose-related deaths. In this brief review, we aim to provide a bench-to-bedside overview of promising biomarkers, therapeutic targets, and challenges related to treating patients with chronic pain. We hope this review will inspire new opportunities and insights into the development of novel, nonaddictive treatments for chronic pain that will be available to patients in the near future.
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    文章类型: Journal Article
    这篇综述的重点是了解人体内哪些物质随着神经性疼痛的增加而增加和减少。我们回顾了各种研究,并看到神经性疼痛与免疫系统成分之间的相关性(该系统保护身体免受疾病和感染)。我们的发现对于理解减少或消除不适的方法尤其有用,慢性神经性疼痛带来的。脊髓刺激(SCS)程序是少数相当有效的疼痛补救治疗方法之一。后续研究将把我们从这篇综述中得出的结论应用于南海,为了理解机制,并进一步优化有效性。
    This review was focused on understanding which substances inside the human body increase and decrease with increasing neuropathic pain. We reviewed various studies, and saw correlations between neuropathic pain and components of the immune system (this system defends the body against diseases and infections). Our findings will especially be useful for understanding ways to reduce or eliminate the discomfort, chronic neuropathic pain brings with it. Spinal cord stimulation (SCS) procedure is one of the few fairly efficient remedial treatments for pain. A follow-up study will apply our findings from this review to SCS, in order to understand the mechanism, and further optimize efficaciousness.
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  • 文章类型: Comparative Study
    最近的研究认为,机器学习(ML)技术仅根据神经影像学数据对有和没有疼痛的个体进行准确分类。这些研究声称自我报告是不可靠的,制定“客观”神经影像学分类方法势在必行。然而,ML在神经影像学和自我报告数据上的相对表现尚未进行比较.本研究使用通常报告的ML算法来测量“客观”神经影像学数据和“主观”自我报告之间的差异(即,情绪和疼痛强度)区分有和没有慢性疼痛的个体的能力。来自26个个体(14个患有纤维肌痛的个体和12个健康对照)的结构磁共振成像数据被处理以从每人56个大脑区域获得体积。自我报告数据包括疼痛强度和情绪的视觉模拟量表评分(即,愤怒,焦虑,抑郁症,挫败感,和恐惧)。代表大脑体积的独立模型,情绪评级,并对几种ML算法的疼痛强度等级进行了估计。脑容积的分类准确率在53%到76%之间,而情绪和疼痛强度等级从79%到96%和83%到96%,分别。总的来说,来自自我报告数据的模型平均优于神经成像模型22%.尽管神经成像清楚地提供了理解疼痛处理的神经机制的有用见解,自我报告是可靠和准确的,并继续在临床上至关重要。
    结论:本研究比较了神经影像学,自我报告的情绪,和自我报告的疼痛强度数据,他们能够使用ML算法对有和没有纤维肌痛的个体进行分类。总的来说,从自我报告的情绪和疼痛强度数据得出的模型优于结构性神经成像模型.
    Recent studies have posited that machine learning (ML) techniques accurately classify individuals with and without pain solely based on neuroimaging data. These studies claim that self-report is unreliable, making \"objective\" neuroimaging classification methods imperative. However, the relative performance of ML on neuroimaging and self-report data have not been compared. This study used commonly reported ML algorithms to measure differences between \"objective\" neuroimaging data and \"subjective\" self-report (ie, mood and pain intensity) in their ability to discriminate between individuals with and without chronic pain. Structural magnetic resonance imaging data from 26 individuals (14 individuals with fibromyalgia and 12 healthy controls) were processed to derive volumes from 56 brain regions per person. Self-report data included visual analog scale ratings for pain intensity and mood (ie, anger, anxiety, depression, frustration, and fear). Separate models representing brain volumes, mood ratings, and pain intensity ratings were estimated across several ML algorithms. Classification accuracy of brain volumes ranged from 53 to 76%, whereas mood and pain intensity ratings ranged from 79 to 96% and 83 to 96%, respectively. Overall, models derived from self-report data outperformed neuroimaging models by an average of 22%. Although neuroimaging clearly provides useful insights for understanding neural mechanisms underlying pain processing, self-report is reliable and accurate and continues to be clinically vital.
    CONCLUSIONS: The present study compares neuroimaging, self-reported mood, and self-reported pain intensity data in their ability to classify individuals with and without fibromyalgia using ML algorithms. Overall, models derived from self-reported mood and pain intensity data outperformed structural neuroimaging models.
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  • 文章类型: Journal Article
    Animals of both sexes are slaughtered for meat and meat products at the abattoirs. It has been found in few countries that one-out-of-every-three ewe and one-out-of-every-four doe with single, twin or multiple foetuses are slaughtered in registered slaughterhouses. In quest for meat, numerous viable embryos and foetuses are wasted unnoticed since the productive pregnant animals are not spared in the process. The trend in the slaughter of pregnant animals for meat (ranging from 54.5% to 70.1%) therefore calls for a review to reminisce issues on slaughter reforms, emphasize its implication on losses of genetic materials and sustainability of meat production. As a way of ensuring that welfare quality® assessment is not compromised and cruelty is prevented during animal slaughter, the quantitation of housekeeping genes and naturally occurring microRNAs (miRNAs) are recommended for identifying candidate pain biomarkers. In order to respect consumers\' right however, the manuscript suggests meat branding where the consumption of meat from pregnant animals is ethical.
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