Prognosis

预后
  • 文章类型: Journal Article
    背景:这项研究旨在调查未经治疗的肿瘤中HER2状态的分布和变化,在残留疾病和转移中,以及它们的长期预后影响。
    方法:这是一项基于人群的队列研究,对斯德哥尔摩-哥得兰地区2007-2020年期间接受新辅助化疗治疗的乳腺癌患者进行了研究,占整个瑞典人口的25%。从国家乳腺癌登记处和电子患者图表中提取信息,以最大程度地减少数据错误和错误分类。
    结果:总计,2494例患者接受新辅助化疗,其中2309具有可用的预处理HER2状态。原发和残留病的不一致率为29.9%(kappa=0.534),原发性肿瘤和转移之间为31.2%(κ=0.512),残留疾病与转移之间为33.3%(κ=0.483)。调整后的生存曲线在原发性HER20和低HER2疾病之间存在差异(p<0.001),前者表现出死亡风险的早期峰值,最终下降到HER2低风险以下。在所有疾病环境中,活检数量的增加增加了检测HER2低状态的可能性.
    结论:新辅助化疗和转移进展期间HER2状态的变化,HER20和低HER2疾病的长期行为不同,强调在乳腺癌研究中需要获得组织活检和延长随访。
    BACKGROUND: This study aimed to investigate the distribution and changes of HER2 status in untreated tumours, in residual disease and in metastasis, and their long-term prognostic implications.
    METHODS: This is a population-based cohort study of patients treated with neoadjuvant chemotherapy for breast cancer during 2007-2020 in the Stockholm-Gotland region which comprises 25% of the entire Swedish population. Information was extracted from the National Breast Cancer Registry and electronic patient charts to minimize data missingness and misclassification.
    RESULTS: In total, 2494 patients received neoadjuvant chemotherapy, of which 2309 had available pretreatment HER2 status. Discordance rates were 29.9% between primary and residual disease (kappa = 0.534), 31.2% between primary tumour and metastasis (kappa = 0.512) and 33.3% between residual disease to metastasis (kappa = 0.483). Adjusted survival curves differed between primary HER2 0 and HER2-low disease (p < 0.001), with the former exhibiting an early peak in risk for death which eventually declined below the risk of HER2-low. Across all disease settings, increasing the number of biopsies increased the likelihood of detecting HER2-low status.
    CONCLUSIONS: HER2 status changes during neoadjuvant chemotherapy and metastatic progression, and the long-term behaviours of HER2 0 and HER2-low disease differ, underscoring the need for obtaining tissue biopsies and for extended follow-up in breast cancer studies.
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  • 文章类型: Journal Article
    乳腺癌是女性死亡的主要原因,并表现为六种分子亚型。其进一步的组织学分类为非浸润性导管癌或小叶癌(DCIS)和浸润性癌(ILC或IDC)强调了其异质性。泛素-蛋白酶体系统在乳腺癌中起着至关重要的作用,针对26S蛋白酶体的抑制剂在临床治疗中显示出希望。Cullin-RING泛素连接酶,包括CUL3,与乳腺癌有直接联系。这项研究的重点是CUL3作为一个潜在的生物标志物,利用高通量测序,基因表达谱分析,实验和数据分析工具。通过使用GEPIA2和UALCAN等数据库进行综合分析,以及TCGA数据集,评估了CUL3的表达及其与预后价值的关系。此外,在MCF-7和MDA-MB-231乳腺癌细胞系中探讨了CUL3过表达的影响,揭示了分子和表型特征的明显差异。我们进一步分析了其在乳腺癌组织中的表达和定位,确定了腔A和TNBC肿瘤之间的显着差异。最后,CUL3被发现与细胞周期进程有关,和DNA损伤反应,根据肿瘤的分子类型表现出不同的作用。它在三阴性肿瘤中表现出作为癌基因的趋势,在腔A型中表现出肿瘤抑制因子的趋势,提示在乳腺癌进展和治疗方向的潜在意义。
    Breast cancer is a prevalent and significant cause of mortality in women, and manifests as six molecular subtypes. Its further histologic classification into non-invasive ductal or lobular carcinoma (DCIS) and invasive carcinoma (ILC or IDC) underscores its heterogeneity. The ubiquitin-proteasome system plays a crucial role in breast cancer, with inhibitors targeting the 26S proteasome showing promise in clinical treatment. The Cullin-RING ubiquitin ligases, including CUL3, have direct links to breast cancer. This study focuses on CUL3 as a potential biomarker, leveraging high-throughput sequencing, gene expression profiling, experimental and data analysis tools. Through comprehensive analysis using databases like GEPIA2 and UALCAN, as well as TCGA datasets, CUL3\'s expression and its association with prognostic values were assessed. Additionally, the impact of CUL3 overexpression was explored in MCF-7 and MDA-MB-231 breast cancer cell lines, revealing distinct differences in molecular and phenotypic characteristics. We further profiled its expression and localization in breast cancer tissues identifying prominent differences between luminal A and TNBC tumors. Conclusively, CUL3 was found to be associated with cell cycle progression, and DNA damage response, exhibiting diverse roles depending on the tumor\'s molecular type. It exhibits a tendency to act as an oncogene in triple-negative tumors and as a tumor suppressor in luminal A types, suggesting a potential significance in breast cancer progression and therapeutic directions.
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  • 文章类型: Journal Article
    我们旨在确定在日本开始长期护理的个体中的临床亚型,并检查其与预后的关联。在大城市中使用关联的医疗保险索赔数据和调查数据进行护理需求认证,我们确定了开始长期护理的参与者.根据过去6个月记录的22种疾病,使用模糊c均值聚类对它们进行分组,我们研究了集群与2年内死亡或护理需求水平恶化之间的纵向关联.我们分析了4,648名参与者(平均年龄83[四分位距78-88]岁,女性60.4%)在2014年10月至2019年3月之间,并将其分类为(i)肌肉骨骼和感觉,(ii)心脏,(iii)神经学,(iv)呼吸系统疾病和癌症,(v)胰岛素依赖型糖尿病,和(vi)未指定的子类型。聚类的结果被复制到另一个城市。与肌肉骨骼和感觉亚型相比,死亡的校正风险比(95%置信区间)为1.22(1.05-1.42),1.81(1.54-2.13),和1.21(1.00-1.46)的心脏,呼吸道和癌症,和胰岛素依赖型糖尿病亚型,分别。心脏护理需求水平更有可能恶化,呼吸道和癌症,和未指定的亚型,而不是肌肉骨骼和感觉亚型。总之,在开始长期护理的个体中存在不同的临床亚型.
    We aimed to identify the clinical subtypes in individuals starting long-term care in Japan and examined their association with prognoses. Using linked medical insurance claims data and survey data for care-need certification in a large city, we identified participants who started long-term care. Grouping them based on 22 diseases recorded in the past 6 months using fuzzy c-means clustering, we examined the longitudinal association between clusters and death or care-need level deterioration within 2 years. We analyzed 4,648 participants (median age 83 [interquartile range 78-88] years, female 60.4%) between October 2014 and March 2019 and categorized them into (i) musculoskeletal and sensory, (ii) cardiac, (iii) neurological, (iv) respiratory and cancer, (v) insulin-dependent diabetes, and (vi) unspecified subtypes. The results of clustering were replicated in another city. Compared with the musculoskeletal and sensory subtype, the adjusted hazard ratio (95% confidence interval) for death was 1.22 (1.05-1.42), 1.81 (1.54-2.13), and 1.21 (1.00-1.46) for the cardiac, respiratory and cancer, and insulin-dependent diabetes subtypes, respectively. The care-need levels more likely worsened in the cardiac, respiratory and cancer, and unspecified subtypes than in the musculoskeletal and sensory subtype. In conclusion, distinct clinical subtypes exist among individuals initiating long-term care.
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  • 文章类型: Journal Article
    前列腺癌(PCa)是美国男性中最常见的癌症,也是癌症相关死亡的主要原因。溶质载体家族14成员1(SLC14A1)是尿素转运蛋白的成员,对调节尿液浓度很重要。然而,SLC14A1在PCa中的生理意义仍不清楚。在本研究中,通过生物信息学分析和实验,我们发现SLC14A1的表达在PCa进展中显著降低,这可能归因于SLC14A1启动子区域的过度甲基化。此外,SLC14A1启动子的低表达和高甲基化与PCa患者的不良预后密切相关。另一方面,SLC14A1过表达抑制细胞增殖和转移,同时也抑制CDK1/CCNB1通路和mTOR/MMP-9信号通路。此外,SLC14A1表达在前列腺基底型细胞中富集。总之,我们的研究表明,SLC14A1的低表达水平和启动子甲基化可能是PCa进展和预后的新指标,SLC14A1可抑制PCa的进展。
    Prostate cancer (PCa) is the most common cancer among men in the United States and the leading cause of cancer-related death. The Solute Carrier Family 14 Member 1 (SLC14A1) is a member of urea transporters which are important for the regulation of urine concentration. However, the physiological significance of SLC14A1 in PCa still remains unclear. In the present study, via bioinformatics analysis and experiments, we found that expression of SLC14A1 is significantly decreased in PCa progression, which could be attributed to hypermethylation on SLC14A1 promoter region. Moreover, its low expression and hypermethylation on SLC14A1 promoter are closely related to the poor prognosis of PCa patients. On the other hand, overexpression of SLC14A1 inhibited cell proliferation and metastasis while its overexpression also suppressed CDK1/CCNB1 pathway and mTOR/MMP-9 signaling pathway. Additionally, SLC14A1 expression is enriched in prostate basal-type cells. In summary, our study indicates that its low expression level and promoter hypermethylation of SLC14A1 may represent novel indicators for PCa progression and prognosis, and SLC14A1 could inhibit the progression of PCa.
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  • 文章类型: Journal Article
    目的:重度狼疮性肾炎(LN)后停止或继续维持免疫抑制治疗(MIST)需要测量复发风险,但缺乏可靠的临床和生物学标志物。WIN-IgE研究评估血清抗dsDNAIgE自身抗体作为预测严重LN复发的生物标志物的价值。
    方法:WIN-IgE是WIN-Lupus研究的辅助研究(NCT01284725),一项前瞻性对照临床试验,该试验评估了有活动性病变的III级或IV±V级LN在2-3年后停用MIST的情况。WIN-IgE包括在随机分组时收集的所有患者,用于继续或停止MIST。在这些血清中,抗dsDNA抗体,IgE和IgG,通过ELISA定量,并在24个月随访期间发生LN复发的患者和未发生LN复发的患者之间进行比较。
    结果:纳入52例患者,MIST延续组25人,MIST停药组27人,12经历了活检证实的LN复发。在随后的LN复发的患者中,初始抗dsDNAIgE抗体水平较高。抗dsDNAIgG与复发无关。在抗dsDNAIgE水平高于和低于阈值1.9任意单位的患者中,无LN复发的生存率较低(p=0.019),特别是在随机停止MIST的患者亚组(p=0.002).在所有患者中,抗dsDNAIgE高于1.9任意单位对严重LN复发的阳性预测值为0.8.
    结论:这些结果表明血液抗dsDNAIgE是LN复发的非侵入性预测标志物。
    OBJECTIVE: Discontinuation or continuation of maintenance immunosuppressive therapy (MIST) after a severe lupus nephritis (LN) requires measuring the risk of relapse but reliable clinical and biological markers are lacking. The WIN-IgE study assesses the value of serum anti-dsDNA IgE autoantibodies as a biomarker for the prediction of relapse in severe LN.
    METHODS: WIN-IgE is an ancillary study of the WIN-Lupus study (NCT01284725), a prospective controlled clinical trial which evaluated the discontinuation of MIST after 2-3 years in class III or IV±V LN with active lesions. WIN-IgE included all patients with available serum collected at randomisation for continuation or discontinuation of MIST. In these sera, anti-dsDNA antibodies, IgE and IgG, were quantified by ELISA and compared between patients who experienced LN relapse and those who did not during the 24 months of follow-up.
    RESULTS: 52 patients were included, 25 in the MIST continuation group and 27 in the MIST discontinuation group, 12 experienced a biopsy-proven relapse of LN. Initial anti-dsDNA IgE antibodies levels were higher in patients with subsequent LN relapse. Anti-dsDNA IgG was not associated with relapse. Survival without LN relapse was lower in patients with anti-dsDNA IgE levels above vs below a threshold of 1.9 arbitrary units (p=0.019), particularly in the subgroup of patients randomised to discontinue MIST (p=0.002). In all patients, anti-dsDNA IgE above 1.9 arbitrary units had a positive predictive value of 0.8 for severe LN relapse.
    CONCLUSIONS: These results suggest blood anti-dsDNA IgE as a non-invasive predictive marker of LN relapse.
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  • 文章类型: Journal Article
    间质性肺病(ILD)使结缔组织疾病(CTD)复杂化,发病率可变,是这些患者死亡的主要原因。为了改善CTD-ILD结果,ILD的早期识别和管理至关重要。长期以来,人们一直在研究辅助诊断CTD-ILD的血液和放射学生物标志物。最近的研究,包括-组学调查,也开始识别可能有助于预测此类患者的生物标志物。这篇综述概述了CTD-ILD患者的临床相关生物标志物。强调最近的进展,以协助诊断和预测CTD-ILD。
    Interstitial lung disease (ILD) complicates connective tissue disease (CTD) with variable incidence and is a leading cause of death in these patients. To improve CTD-ILD outcomes, early recognition and management of ILD is critical. Blood-based and radiologic biomarkers that assist in the diagnosis CTD-ILD have long been studied. Recent studies, including -omic investigations, have also begun to identify biomarkers that may help prognosticate such patients. This review provides an overview of clinically relevant biomarkers in patients with CTD-ILD, highlighting recent advances to assist in the diagnosis and prognostication of CTD-ILD.
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  • 文章类型: Journal Article
    多发性硬化症(MS)生物学的概念继续发展,与“独立于疾病活动的进展”等观察结果挑战了传统的表型分类。铁敏感,基于磁化率的成像技术正在作为高度可翻译的MR成像序列出现,该序列允许可视化至少2种临床上有用的生物标志物:中央静脉征和顺磁边缘病变(PRL).两种生物标志物在区分MS与其他模拟物方面均显示出高特异性,并且可以在1.5T和3T场强下看到。此外,PRL代表完整血脑屏障背后的“闷烧”分隔炎症中的慢性活动性病变的子集。
    Concepts of multiple sclerosis (MS) biology continue to evolve, with observations such as \"progression independent of disease activity\" challenging traditional phenotypic categorization. Iron-sensitive, susceptibility-based imaging techniques are emerging as highly translatable MR imaging sequences that allow for visualization of at least 2 clinically useful biomarkers: the central vein sign and the paramagnetic rim lesion (PRL). Both biomarkers demonstrate high specificity in the discrimination of MS from other mimics and can be seen at 1.5 T and 3 T field strengths. Additionally, PRLs represent a subset of chronic active lesions engaged in \"smoldering\" compartmentalized inflammation behind an intact blood-brain barrier.
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  • 文章类型: Journal Article
    本研究系统综述了扩散加权成像(DWI)在乳腺癌分子预后标志物评估中的作用。重点研究表观扩散系数(ADC)与激素受体状态和预后标志物的相关性。我们的荟萃分析包括来自52项研究的数据,这些研究检查了与雌激素受体(ER)相关的ADC值,孕激素受体(PgR),人表皮生长因子受体2(HER2),和Ki-67状态。结果表明,不同受体状态之间的ADC值存在显着差异,ER阳性,PgR阳性,HER2阴性,和Ki-67阳性肿瘤与阴性肿瘤相比具有较低的ADC值。这项研究还强调了先进的DWI技术的潜力,例如体素内不相干运动和非高斯DWI,以提供超出ADC的其他见解。尽管有这些有希望的发现,这些研究的高度异质性凸显了需要标准化的DWI方案,以提高其在乳腺癌治疗中的临床应用.
    This study systematically reviewed the role of diffusion-weighted imaging (DWI) in the assessment of molecular prognostic biomarkers in breast cancer, focusing on the correlation of apparent diffusion coefficient (ADC) with hormone receptor status and prognostic biomarkers. Our meta-analysis includes data from 52 studies examining ADC values in relation to estrogen receptor (ER), progesterone receptor (PgR), human epidermal growth factor receptor 2 (HER2), and Ki-67 status. The results indicated significant differences in ADC values among different receptor statuses, with ER-positive, PgR-positive, HER2-negative, and Ki-67-positive tumors having lower ADC values compared to their negative counterparts. This study also highlights the potential of advanced DWI techniques such as intravoxel incoherent motion and non-Gaussian DWI to provide additional insights beyond ADC. Despite these promising findings, the high heterogeneity among the studies underscores the need for standardized DWI protocols to improve their clinical utility in breast cancer management.
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  • 文章类型: Journal Article
    目的:颈脊髓高度复杂的性质可导致这些节段的动静脉分流,这可能与增加的临床风险和治疗复杂性有关。在这篇文章中,作者旨在提供详细的自然过程的全面分析,治疗,以及基于迄今为止最大队列的颈脊髓动静脉分流术(SCAVSs)的临床结果。
    方法:纳入240例连续患者。临床表现数据,血管建筑学,治疗,并对随访情况进行回顾性分析.
    结果:队列显示急性发作的患病率更高(63.3%vs36.7%)。63.7%的患者在发病后观察到自发恢复,在急性发作患者中观察到的恢复率显着升高(72.4%vs48.9%,p<0.001)。发病后急性和逐渐临床恶化的风险为11.9%/年和13.4%/年,分别。39.6%的患者进行了显微外科手术,而其余60.4%的人完全接受了栓塞。显微手术后完全闭塞率为65.3%,栓塞后为21.4%。显微外科术后治疗相关恶化率为14.7%,栓塞术后为6.2%。部分治疗后,急性和逐渐恶化率分别为4.1%/年和6.6%/年,分别。发病后缺乏自发恢复是栓塞相关恶化(OR17.905,p=0.007)和部分治疗后长期逐渐恶化(HR2.325,p=0.021)的独立预测因素。经过32.55个月的中位随访期,16.7%的患者预后不良,唯一的独立危险因素是发病后没有自发恢复(OR2.476,p=0.018)。
    结论:宫颈SCAVS患者的预后总体良好,即使在只有部分病灶消失的患者中。然而,发病后无自发恢复趋势的患者预后不良的风险显著升高,强调需要及时进行临床干预。
    OBJECTIVE: The highly intricate nature of the cervical spinal cord can cause arteriovenous shunts in these segments that may be associated with heightened clinical risks and treatment complexities. In this article, the authors aimed to provide a comprehensive analysis of the detailed natural course, treatment, and clinical outcomes of cervical spinal cord arteriovenous shunts (SCAVSs) based on the largest cohort to date.
    METHODS: Two hundred forty consecutive patients were included. Data on clinical presentation, angioarchitecture, treatment, and follow-up were retrospectively reviewed.
    RESULTS: The cohort demonstrated a greater prevalence of acute onset (63.3% vs 36.7%). Spontaneous recovery was observed in 63.7% of patients after onset, with a significantly elevated recovery rate observed among patients experiencing acute onset (72.4% vs 48.9%, p < 0.001). The risks of acute and gradual clinical deterioration after onset was 11.9%/year and 13.4%/year, respectively. Microsurgery was performed in 39.6% of patients, while the remaining 60.4% exclusively underwent embolization. The complete obliteration rate was 65.3% after microsurgery and 21.4% after embolization. The rate of treatment-related deterioration was 14.7% after microsurgery and 6.2% after embolization. After partial treatment, the acute and gradual deterioration rates were 4.1%/year and 6.6%/year, respectively. Lack of spontaneous recovery after onset was an independent predictor of embolization-related deterioration (OR 17.905, p = 0.007) and long-term gradual deterioration after partial treatment (HR 2.325, p = 0.021). After a median follow-up period of 32.55 months, prognosis was unfavorable in 16.7% of patients, with the sole independent risk factor being the absence of spontaneous recovery after onset (OR 2.476, p = 0.018).
    CONCLUSIONS: The outcomes of patients with cervical SCAVS were generally favorable, even in patients with only partial obliteration of the lesions. However, patients who did not show a trend toward spontaneous recovery after onset had a significantly elevated risk of unfavorable prognosis, highlighting the need for prompt clinical intervention.
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  • 文章类型: Journal Article
    目的:视网膜光学相干断层扫描(OCT)为多发性硬化症(MS)的未来疾病活动提供了有希望的预后成像生物标志物。然而,原始OCT衍生的度量具有多个依赖关系,支持需要建立针对可能的混杂因素进行调整的参考值。这项研究的目的是调查OCT衍生指标的年龄调整z评分的能力,以预测MS患者(PwMS)的未来疾病活动和残疾恶化。
    方法:我们使用广义加性模型建立了年龄调整后的OCT参考数据,scale,和形状为乳头周围视网膜神经纤维层(pRNFL)和神经节细胞内网状层(GCIP)的厚度,涉及910和423只健康的眼睛,分别。接下来,我们根据参考数据,将3项已发表研究的PwMS视网膜层厚度转换为年龄校正z评分(pRNFL-z和GCIP-z).最后,我们调查了pRNFL-z或GCIP-z作为预测因子与未来确认的残疾恶化(扩展残疾状态量表评分增加)或疾病活动(无疾病活动证据[NEDA-3]标准失败)作为结局的相关性.根据原始研究应用Cox比例风险模型或逻辑回归分析。使用Akaike信息标准以及使用对数秩和似然比检验的位置来确定最佳截止值。
    结果:在第一个队列中(n=863),172PwMS(24%)在2.0(四分位数间距[IQR]:1.0-3.0)年的中位观察期内残疾恶化。低pRNFL-z(≤-2.04)与残疾恶化的风险增加相关(校正风险比(aHR)[95%CI]=2.08[1.47-2.95],p=3.82e-5)。在第二个队列中(n=170),逻辑回归分析显示,较低的pRNFL-z显示在两年随访时残疾累积的可能性较高(倒数比值比[95%CI]=1.51[1.06-2.15],p=0.03)。在第三组(n=78)中,46PwMS(59%)在平均2.0(IQR:1.9-2.1)年的随访中没有保持NEDA-3状态。低GCIP-z(≤-1.03)的PwMS显示疾病活动的风险较高(aHR[95%CI]=2.14[1.03-4.43],p=0.04)。与具有任意截止值的原始值相比,应用最佳截止值的z评分方法在辨别和校准方面表现更好(较高的Harrell一致性指数和较低的Brier综合评分).
    结论:结论:我们的工作证明了基于队列的参考z得分,MS疾病进展的主要驱动因素,是一种有前途的方法,用于创建可跨设备使用的OCT衍生措施,并实现个性化预测。
    OBJECTIVE: Retinal optical coherence tomography (OCT) provides promising prognostic imaging biomarkers for future disease activity in multiple sclerosis (MS). However, raw OCT-derived measures have multiple dependencies, supporting the need for establishing reference values adjusted for possible confounders. The purpose of this study was to investigate the capacity for age-adjusted z scores of OCT-derived measures to prognosticate future disease activity and disability worsening in people with MS (PwMS).
    METHODS: We established age-adjusted OCT reference data using generalized additive models for location, scale, and shape for peripapillary retinal nerve fiber layer (pRNFL) and ganglion cell-inner plexiform layer (GCIP) thicknesses, involving 910 and 423 healthy eyes, respectively. Next, we transformed the retinal layer thickness of PwMS from 3 published studies into age-adjusted z scores (pRNFL-z and GCIP-z) based on the reference data. Finally, we investigated the association of pRNFL-z or GCIP-z as predictors with future confirmed disability worsening (Expanded Disability Status Scale score increase) or disease activity (failing of the no evidence of disease activity [NEDA-3] criteria) as outcomes. Cox proportional hazards models or logistic regression analyses were applied according to the original studies. Optimal cutoffs were identified using the Akaike information criterion as well as location with the log-rank and likelihood-ratio tests.
    RESULTS: In the first cohort (n = 863), 172 PwMS (24%) had disability worsening over a median observational period of 2.0 (interquartile range [IQR]:1.0-3.0) years. Low pRNFL-z (≤-2.04) were associated with an increased risk of disability worsening (adjusted hazard ratio (aHR) [95% CI] = 2.08 [1.47-2.95], p = 3.82e-5). In the second cohort (n = 170), logistic regression analyses revealed that lower pRNFL-z showed a higher likelihood for disability accumulation at the two-year follow-up (reciprocal odds ratio [95% CI] = 1.51[1.06-2.15], p = 0.03). In the third cohort (n = 78), 46 PwMS (59%) did not maintain the NEDA-3 status over a median follow-up of 2.0 (IQR: 1.9-2.1) years. PwMS with low GCIP-z (≤-1.03) had a higher risk of showing disease activity (aHR [95% CI] = 2.14 [1.03-4.43], p = 0.04). Compared with raw values with arbitrary cutoffs, applying the z score approach with optimal cutoffs showed better performance in discrimination and calibration (higher Harrell\'s concordance index and lower integrated Brier score).
    CONCLUSIONS: In conclusion, our work demonstrated reference cohort-based z scores that account for age, a major driver for disease progression in MS, to be a promising approach for creating OCT-derived measures useable across devices and toward individualized prognostication.
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