Dependency

依赖关系
  • 文章类型: Journal Article
    中风是中国人死亡的主要原因。老年中风幸存者通常有其他慢性疾病,不仅仅是肌肉骨骼因年龄而退化,还有中风和其他疾病可能带来的身体形象变化,使他们无法照顾好自己和依赖他人。依赖程度影响中风幸存者的康复进展,并显示出需要认识的动态变化。
    本研究调查了合并疾病的老年中风患者的依赖性变化轨迹,并分析了影响因素。
    扎根于慢性病轨迹框架(CITF),一项纵向研究于2023年2月至2023年10月进行,追踪了在广州两家三级医院收治的312例合并合并症的老年卒中患者.在入院第5天(T0)使用护理依赖量表评估护理依赖水平,在放电(T1)时,出院后1个月(T2),出院后3个月(T3)。生长混合模型用于识别轨迹类别,并采用单因素分析和多因素logistic回归方法探索与不同发育轨迹相关的因素。
    共拟合了四个发育轨迹,C1(高独立性-缓慢增加组,52.0%),C2(中度独立性-快速增加组,13.0%),C3(中度独立-缓慢增加组,25.0%),和C4(低独立性-增加和减少组,10.0%)。住院时间,居住地,社会支持水平,剩余功能损害,NIHSS得分,和BI指数独立影响轨迹类别。
    合并疾病的老年卒中患者的护理依赖性存在异质性。大多数患者逐渐减少依赖性,变得更加独立,但其他人仍然依赖很长一段时间。建议重点关注生活在农村地区的病人,社会支持低,有较高的入学NIHSS分数和残余功能损害,并为他们提供个性化的持续护理和康复服务,以减少护理依赖和护理负担,改善患者的生活质量。
    UNASSIGNED: Stroke is the leading cause of death in China. Older stroke survivors often have other chronic conditions, not only musculoskeletal deterioration due to age, but also changes in body image that can be brought on by stroke and other diseases, making them unable to take good care of themselves and dependent on others. The degree of dependency affects the rehabilitation progress of stroke survivors and shows dynamic changes that need to be recognized.
    UNASSIGNED: This study investigates the trajectory of dependency changes in older stroke patients with comorbidities and analyze the influencing factors.
    UNASSIGNED: Grounded in the Chronic Illness Trajectory Framework (CITF), a longitudinal study was conducted from February 2023 to October 2023, tracking 312 older stroke patients with comorbidities admitted to two tertiary hospitals in Guangzhou. Care dependency levels were assessed using Care Dependency Scale on admission day 5 (T0), at discharge (T1), 1 month post-discharge (T2), and 3 months post-discharge (T3). Growth Mixture Model were utilized to identify trajectory categories, and both univariate analysis and multivariate logistic regression methods were employed to explore factors associated with different developmental trajectories.
    UNASSIGNED: A total of four developmental trajectories were fitted, C1 (high independence-slow increased group, 52.0%), C2 (moderate independence-rapid increased group, 13.0%), C3 (moderate independence-slow increased group, 25.0%), and C4 (low independence-increased and decreased group, 10.0%). Length of hospital stay, place of residence, level of social support, residual functional impairments, NIHSS score, and BI index independently influence the trajectory categories.
    UNASSIGNED: There is heterogeneity in care dependency among older stroke patients with comorbidities. Most patients gradually reduce their dependency and become more independent, but others remain dependent for an extended period of time. It is recommended to focus on patients who live in rural areas, have low social support, have high admission NIHSS scores and have residual functional impairment, and provide them with personalized continuity of care and rehabilitation services in order to reduce care dependency and the burden of care, and to improve patients\' quality of life.
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  • 文章类型: Journal Article
    背景:全面了解社区居住老年人的亚组及其长期护理(LTC)利用情况有助于促进长期服务和支持系统的平等。发现依赖性和家庭特征会影响居家老年人的LTC利用率。然而,很少有研究根据共存的局限性考虑老年人口的依赖类型,在不同的家庭条件下,老年人对依赖类型的LTC使用差异知之甚少。
    方法:我们旨在确定居住在家中的老年人的依赖类型,并探讨收入和生活状况在依赖类型之间的正式护理和非正式护理使用差异。在这项横断面研究中,我们使用了义乌的公共长期护理保险(LTCI)数据库,浙江省,中国,其中包括1675名年龄≥60岁的居家人士。进行了聚类分析,以确定老年人之间的依赖类型。使用两步多水平分析来检查与依赖类型之间的家庭收入和生活状况有关的正式和非正式护理使用差异。
    结果:确定了7个依赖簇。在依赖程度最低的集群和运动受限的集群中,发现了正式和非正式护理使用中的亲富裕不平等。在没有视力受损的完全依赖集群和具有完整节制和视力的集群中,发现了正规护理使用中的有利不平等。与家庭成员一起生活与接受完全依赖的集群的正式护理呈正相关。与家庭成员生活在一起时,大多数集群中的老年人更有可能使用非正式护理,除了依赖程度最低的集群和运动受限的集群。
    结论:我们的研究结果表明,家庭使用LTC的不平等在老年人的依赖类型之间有所不同,这可能为研究人员和政策制定者提供见解,为居住在家中的老年人及其家庭照顾者开发量身定制的LTC和有针对性的LTCI计划,同时考虑依赖类型和家庭特征。
    A comprehensive understanding of subgroups of community-dwelling older adults and their long-term care (LTC) utilization can help to promote equality in the long-term services and support system. Dependency and household characteristics were found to affect the LTC utilization of homebound older adults. However, few studies considered the typologies of dependency of older populations according to co-occurring limitations, and little is known about differences in LTC use among elderly of typologies of dependency under distinct household conditions.
    We aimed to identify typologies of dependency of older adults living at home and explore the disparities in formal care and informal care use among typologies of dependency by income and living situation. In this cross-sectional study, we used the public long-term care insurance (LTCI) database of Yiwu, Zhejiang Province, China, and included 1675 individuals aged ≥ 60 years living at home. Cluster analysis was conducted to determine typologies of dependency among older adults. A two-step multilevel analysis was used to examine disparities in formal and informal care use related to household income and living status among typologies of dependency.
    Seven dependency clusters were identified. Pro-wealthy inequalities in both formal and informal care use were found in the least dependent cluster and the limited-locomotion cluster. Pro-poor inequalities in formal care use were found in the fully dependent cluster without impaired vision and the cluster with intact continence and vision. Living with family members was positively associated with receiving formal care for the fully dependent cluster. Older adults in most clusters were more likely to use informal care when living with family members, except for the least dependent cluster and the limited-locomotion cluster.
    Our findings suggest that household inequalities in LTC use varied among typologies of dependency of older adults, which may provide insights for researchers and policymakers to develop tailored LTC and targeted LTCI programs for older adults living at home and their family caregivers, considering both typologies of dependency and household characteristics.
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  • 文章类型: Journal Article
    背景:长睡眠时间是老年人常见的睡眠障碍。依赖性随着年龄的增长而增加。这项研究旨在评估老年人的依赖性和长睡眠时间之间的关系。
    方法:本研究是一项基于人群的横断面研究。通过复杂的多阶段抽样设计,从中国26个地点选择了1152名年龄≥60岁的参与者。数据是通过面对面访谈收集的。使用匹兹堡睡眠质量指数测量睡眠持续时间。使用明尼苏达州多相人格量表-II评估依赖关系。采用分层多元线性回归分析评价睡眠相关因素和心理因素对睡眠持续时间的影响。进行协方差分析和逻辑回归分析以评估依赖性评分与睡眠持续时间之间的关联。以及依赖对睡眠持续时间的影响强度。
    结果:共有1120名参与者有效进行分析。其中,15.8%的参与者的依赖评分≥60分。分层多元线性回归分析结果显示,睡眠时间与依赖评分呈正相关。协方差分析表明依赖性得分与睡眠持续时间之间呈J形关联。Logistic回归分析结果显示依赖性与睡眠时间长显著相关,比值比为3.52(95%CI,1.87-6.63;P<0.001)。
    结论:依赖与老年人长睡眠时间显著相关。结果表明,依赖性干预可能是一种迫切需要实施的策略,以减少老年人的长睡眠时间。
    BACKGROUND: Long sleep duration is a common sleep disorder among elderly people. Dependency increases with increasing age. This study aimed to assess the association between dependency and long sleep duration among elderly people.
    METHODS: This study is a population-based cross-sectional study. A total of 1152 participants aged ≥ 60 years were selected from 26 locations in China by a complex multistage sampling design. Data were collected through face-to-face interviews. Sleep duration was measured using the Pittsburgh Sleep Quality Index. Dependency was assessed using Minnesota Multiphasic Personality Inventory-II. Hierarchical multiple linear regression analysis was used to evaluate the efficacy of sleep-related factors and psychological factors for sleep duration. Analysis of covariance and logistic regression analysis were performed to evaluate the association between the dependency score and sleep duration, and the strength of dependency effect on sleep duration.
    RESULTS: A total of 1120 participants were valid for the analysis. Among them, 15.8% of participants had a dependency score ≥60 points. The results of hierarchical multiple linear regression analysis showed that sleep duration was positively associated with dependency scores. Analysis of covariance indicated a J-shaped association between dependency scores and sleep duration. The results of logistic regression analysis showed dependency was significantly associated with long sleep duration, and the odds ratio was 3.52 (95% CI, 1.87-6.63; P < 0.001).
    CONCLUSIONS: Dependency was significantly associated with long sleep duration among elderly people. The results suggested that dependent intervention may be a strategy that needs urgent implementation to reduce long sleep duration among elderly people.
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  • 文章类型: Journal Article
    背景:全球老年人的依赖发生率很高,并且随着预期寿命的增加而增加。本研究的目的是从资源需求的角度建立社区环境资源与老年人依赖之间的关系。
    方法:本研究是基于来自中国22个地点的社区的横断面设计。采用多阶段抽样方法选择研究对象。采用问卷调查法,通过面对面访谈收集调查数据。共有950人完成调查,913人可用于本分析.使用标准仪器测量依赖性和社区环境。进行Logistic回归分析以确定与依赖相关的社区环境因素。使用聚类分析表明,依赖性主要与社区初级预防保健服务资源有关。
    结果:在70岁以下的组中,电子健康记录的利用和健康评估的需要,康复设备租金与依赖程度评分显著相关:OR分别为2.81、2.25和2.13(P<0.05),分别。在70岁及以上的人群中,短期护理之家与依赖水平密切相关:OR为4.01(P=0.002).日托和护理服务,运输服务,定期健康知识讲座与依赖程度相关:OR分别为2.41、1.86和1.93(P<0.05)。在社会支持较低的群体中,紧急呼叫或监控系统,运输服务,健康评估的必要性,定期健康知识讲座与依赖程度显著相关:OR分别为2.42、2.19、1.89和1.98(P<0.05),分别。
    结论:社区环境资源与依赖性显著相关。这些结果表明,对当地环境资源的依赖可能被视为老年人的资源需求。
    The incidence of dependency is high among the elderly people worldwide and increases with increasing life expectancy. The purpose of this study was to establish from the perspective of resource demand the association between community environmental resources and dependency among the elderly people.
    This study is a cross-sectional design based on community from 22 locations in China. A multistage sampling method was used to select the study objects. The questionnaires were used to collect the survey data by face-to-face interviews. A total of 950 individuals completed the survey, and 913 individuals were available for this analysis. Dependency and community environment were measured using the standard instruments. Logistic regression analysis was performed to identify the community environment factors associated with dependency. Cluster analysis was used and demonstrated that dependency was mainly associated with community primary preventive care service resources.
    In the group aged under 70 years, the utilization of electronic health records and the need for health assessments, and rehabilitation equipment rentals were significantly associated with the levels of dependency scores: the OR was 2.81, 2.25 and 2.13 (P < 0.05), respectively. In the group aged 70 years and over, a short-term care home was strongly associated with levels of dependency: the OR was 4.01 (P = 0.002). The daycare and nursing service, transportation service, and regular lectures on health knowledge were associated with levels of dependency: the OR was 2.41, 1.86 and 1.93 (P < 0.05). In the group with low social support, an emergency call or monitoring system, transportation services, the need for health assessment, and regular lectures on health knowledge were significantly associated with levels of dependency: the OR was 2.42, 2.19, 1.89 and 1.98 (P < 0.05), respectively.
    Community environment resources were significantly associated with dependency. These results suggest that the dependent on local environment resources may consider as the resource needs among elderly people.
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  • 文章类型: Published Erratum
    [这修正了文章DOI:10.3389/fpsyt.202.898686.].
    [This corrects the article DOI: 10.3389/fpsyt.2022.898686.].
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  • 文章类型: Journal Article
    UNASSIGNED:基于全球定位系统(GPS)的导航应用程序在我们的生活中非常有用。然而,这些应用程序的使用是否以及如何影响空间认知和方向感尚不清楚。
    UNASSIGNED:总共招募了108个人,并完成了GPS依赖,网络游戏行为,和冲动性测试使用尺度。基于眼睛跟踪的一般心理旋转(MR)任务和目标发现(TF;要求个人在顶部2D视图图的旋转版本中找到3D街道图中指定的目标)任务用于评估他们的空间认知和方向感。该相关性用于关联GPS导航使用情况,空间认知能力,和冲动。根据TF任务中个体的游戏时间(<2小时或≥2小时)或地图(乡村或城市)进行亚组分析。进行了调节和中介效应分析以验证这些关系。
    UNASSIGNED:在整个队列中,GPS依赖性得分与TF任务中的关注呈名义正相关(r=0.202,未调整的p=0.036);在城市(r=0.254,p=0.008)和游戏时间<2h(r=0.459,p=0.001)的亚组中,GPS依赖性得分显着。与低得分(低30%)组相比,高得分(高30%)组的GPS依赖性对训练区域的原始目标建筑物和测试区域的指示性建筑物的关注更多。GPS依赖性与TF任务中的正确率和反应时间或MR任务中的任何指标无关(p>0.05)。GPS依赖性介导了冲动性对TF注视的间接影响。互联网游戏时间缓和了GPS依赖性和对TF的关注之间的关联。
    UNASSIGNED:对基于GPS的导航应用程序的依赖性与受损的空间认知有关,但可能不会显着影响方向感。
    UNASSIGNED: Global positioning system (GPS)-based navigation apps are very useful in our lives. However, whether and how the usage of these apps affects spatial cognition and the sense of direction is still unclear.
    UNASSIGNED: A total of 108 individuals were recruited and completed the GPS dependence, internet gaming behavior, and impulsivity test using scales. The eye-tracking-based general mental rotation (MR) task and target finding (TF; require individuals to find a target specified in a 3D street map in a rotated version of top 2D view map) task were used to assess their spatial cognition and the sense of direction. The correlation was used to relate GPS navigation usage, spatial cognition ability, and impulsivity. Subgroup analyses stratifying by gaming hours of individuals (< 2 h or ≥ 2 h) or maps (countryside or city) in TF task were performed. The moderating and mediating effect analyses were conducted to verify these relationships.
    UNASSIGNED: The GPS dependency score was nominal positively correlated with fixations in the TF task in the entire cohort (r = 0.202, unadjusted p = 0.036); it was significant in city (r = 0.254, p = 0.008) and gaming time of < 2 h (r = 0.459, p = 0.001) subgroups. The high-score (upper 30%) group of GPS dependency had more fixations on the original target building in the training area and indicative building in the test area than the low-score (lower 30%) group. GPS dependency was not associated with the correct rate and reaction time in the TF task or any of the indicators in the MR task (p > 0.05). The GPS dependency mediated the indirect effect of impulsivity on the fixations on TF. The internet gaming time moderated the association between GPS dependency and fixations on TF.
    UNASSIGNED: The dependency on GPS-based navigation apps was associated with impaired spatial cognition but may not significantly affect the sense of direction.
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  • 文章类型: Journal Article
    在农村地区的老年人中,依赖性人格障碍(DPD)的患病率很高。本研究旨在探讨农村地区老年人对社区资源的依赖性与社会支持之间的关系。
    在中国26个地点进行了一项横断面研究。使用复杂的多阶段抽样设计,总共选择了1160名年龄≥60岁的参与者。所有数据均通过面对面访谈使用问卷获得。DPD使用标准化中文版的明尼苏达多相人格量表-II进行测量。使用中文版一般自我效能感量表评估自我效能感。社会支持是使用中文版的旧美国资源和服务量表问卷进行测量的。社区服务和资源包括44个项目。使用逻辑回归模型评估DPD与社会支持和自我效能水平之间的关联。使用协方差分析评估了社会支持与自我效能之间的关系。
    单因素分析结果显示,与城市老年人相比,农村老年人DPD得分较高,自我效能水平较低(P<0.001)。Logistic回归分析显示,DPD与社区卫生服务接收频率呈正相关,家庭医生签约服务,定期举办健康知识讲座的老年人比例为1.58(P<0.001),2.03(P=0.013),和2.67(P=0.005),分别。Logistic回归分析显示,社会支持与自我效能感对DPD的影响存在显著的交互作用(P<0.001)。
    DPD主要与居住在农村地区的老年人的社区资源有关。社会支持和自我效能感通常通过协同作用与DPD相关。这些结果表明,通过有效的社会支持可以降低老年人的DPD,从而直接和间接地促进老年人对社区资源的利用,提高其自我效能感。
    The prevalence of dependency personality disorder (DPD) is high among elderly people living in rural areas. This study aims to explore the association between dependency on community resources and social support among elderly individuals living in rural areas.
    A cross-sectional study was conducted in 26 locations in China. A total of 1160 participants aged ≥ 60 years were selected using a complex multistage sampling design. All data were obtained using questionnaires via face-to-face interviews. DPD was measured using the Minnesota Multiphasic Personality Inventory-II in the standardized Chinese version. Self-efficacy was assessed using the Chinese version of the General Self-Efficacy Scale. Social support was measured using the Chinese version of the questionnaires of the Older American Resources and Services scale. Community services and resources comprised 44 items. The association between DPD and levels of social support and self-efficacy was evaluated using a logistic regression model. The association between social support and self-efficacy was assessed using analysis of covariance.
    Univariate analysis results showed that elderly people living in rural areas had higher DPD scores and lower levels of self-efficacy compared with those living in urban areas (P < 0.001). Logistic regression analysis showed that DPD was positively associated with the received frequencies of community health service, contracted family doctor services, and regular lectures on health knowledge among the elderly people with odd ratios of 1.58 (P < 0.001), 2.03 (P = 0.013), and 2.67 (P = 0.005), respectively. Logistic regression analysis showed significant interaction between social support and self-efficacy effect on DPD was found in the additive model (P < 0.001).
    DPD was associated mainly with the community resources among elderly people living in rural areas. Social support and self-efficacy were commonly associated with DPD through a synergistic effect. These results suggest that DPD among elderly people may be reduced through effective social support to directly and indirectly promote the elderly\'s use of community resources and improve their self-efficacy.
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  • 文章类型: Journal Article
    代谢重编程是肿瘤的标志之一。越来越多的证据表明,支持致癌进展的代谢变化可能会导致可用于癌症治疗的选择性漏洞。在遗传决定或环境挑战下,对某些营养素的需求不断增加,增强了肿瘤细胞对特定营养素的依赖性。可以通过针对这种营养依赖进行治疗。已经发现包括几种氨基酸和葡萄糖的各种营养素在遗传改变或环境依赖性方式中诱导依赖性。在这次审查中,我们讨论了广泛研究的营养依赖性和这些脆弱性背后的生物学机制。此外,针对不同癌症类型的营养依赖性的现有应用和策略,伴随着进一步利用这些代谢漏洞来改善癌症治疗的挑战,被审查。
    Metabolic reprogramming is one of the hallmarks of tumor. Growing evidence suggests metabolic changes that support oncogenic progression may cause selective vulnerabilities that can be exploited for cancer treatment. Increasing demands for certain nutrients under genetic determination or environmental challenge enhance dependency of tumor cells on specific nutrient, which could be therapeutically developed through targeting such nutrient dependency. Various nutrients including several amino acids and glucose have been found to induce dependency in genetic alteration- or context-dependent manners. In this review, we discuss the extensively studied nutrient dependency and the biological mechanisms behind such vulnerabilities. Besides, existing applications and strategies to target nutrient dependency in different cancer types, accompanied with remaining challenges to further exploit these metabolic vulnerabilities to improve cancer therapies, are reviewed.
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  • 文章类型: Journal Article
    尽管护理人员允许腹膜透析(PD)残疾患者有机会进行PD,与自我PD相比,明确由护理人员进行辅助PD的安全性和有效性至关重要.
    在2016-2017年期间,来自泰国22个PD中心的PD患者在腹膜透析结果和实践模式研究中进行了前瞻性随访。使用通过逻辑回归计算的倾向评分,将接受护理人员辅助PD的患者与自我PD患者进行1:1匹配。辅助PD和死亡风险之间的关系,通过多变量竞争风险回归评估腹膜炎和永久性血液透析(HD).
    在778名符合条件的患者中,447(57%)需要护理人员进行辅助PD。大多数照顾者是家庭成员(98%),其余为非家庭付费护理人员(2%)。与辅助PD相关的患者因素是年龄较大,女性性别,教育水平较低,心血管合并症,糖尿病,自动PD模态,较差的功能状态和较低的血液化学性质(白蛋白,肌酐,钠,钾和磷酸盐)。1:1匹配后,基线特征充分匹配,并对每组269例患者进行了分析。与自我PD相比,辅助PD与全因死亡风险增加显著相关(校正亚风险比:2.15,95%置信区间:1.24~3.74).两组之间腹膜炎和永久性HD转移的发生率没有差异。
    超过一半的泰国PD患者需要辅助PD,并且与较高的死亡风险独立相关。这可能通过指示反映因果效应或混淆。
    Although caregivers allow peritoneal dialysis (PD) patients with disabilities the opportunity to perform PD, it is crucial to clarify the safety and effectiveness of assisted PD performed by caregivers compared to self-PD.
    PD patients from 22 PD centres in Thailand were prospectively followed in the Peritoneal Dialysis Outcomes and Practice Patterns Study during 2016-2017. Patients receiving assisted PD performed by caregivers were matched 1:1 with self-PD patients using propensity scores calculated by logistic regression. The associations between assisted PD and risk of mortality, peritonitis and permanent transfer to haemodialysis (HD) were assessed by multivariable competing risk regression.
    Of 778 eligible patients, 447 (57%) required assisted PD performed by caregivers. Most of the caregivers were family members (98%), while the rest were non-family paid caregivers (2%). Patient factors associated with assisted PD were older age, female gender, lower educational level, cardiovascular comorbidities, diabetes, automated PD modality, poorer functional status and lower blood chemistries (albumin, creatinine, sodium, potassium and phosphate). After 1:1 matching, the baseline characteristics were adequately matched, and 269 patients in each group were analysed. Compared with self-PD, assisted PD was significantly associated with an increased risk of all-cause mortality (adjusted sub-hazard ratio: 2.15, 95% confidence interval: 1.24-3.74). There were no differences in the occurrences of peritonitis and permanent HD transfer between the groups.
    Assisted PD was required by more than half of Thai PD patients and was independently associated with a higher mortality risk. This may reflect causal effect or confounding by indication.
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  • 文章类型: Journal Article
    背景:诸如癌症依赖图(Depmap)之类的大规模功能丧失筛查数据库提供了丰富的资源。在现实世界患者队列中研究来自人类癌细胞系的这些潜在依赖性基因将评估其预后价值,从而促进其临床应用并指导药物开发。
    方法:从Depmap的顶级透明细胞肾细胞癌(ccRCC)谱系优先依赖候选物中选择了一些基因。它们的特征包括在正常组织和肿瘤组织中的表达水平以及与甲基化或拷贝数的相关性,遗传改变,功能富集,免疫相关的相互作用,在来自TCGA的KIRC队列中评估预后价值,GTEx,以及多个其他开放数据库和平台。
    结果:从106个ccRCC优先候选物中收集了16个基因,并进一步分析了B4GALT4,BCL2L1,CDH2,COPG1,CRB3,FERMT2,GET4,GPX4,HNF1B,ITGAV,MDM2,NFE2L2,PAX8,RUVBL1,TFRC,TNFSF10这些基因的归一化基因效应评分因不同的ccRCC细胞系而异,主成分分析(PCA)显示了它们的组织特异性表达谱。在KIRC队列中,他们的遗传改变率低至中等(0.7%-13%)。CDH2、MDM2、TNFSF10在肿瘤中的表达水平明显高于正常组织,而PAX8和FERMT2表达明显下调。在几个基因的表达与相对基因拷贝数或甲基化水平之间观察到中度正相关或负相关。分别。基于经关键临床变量调整的多变量COX回归模型显示GET4(p=0.002,HR=1.02395CI1.009-1.038)和CRB3(p<0.001,HR=0.96995CI0.960-0.980)的表达是KIRC队列中总生存的独立预测因素。
    结论:在细胞系中验证的依赖性基因不能直接代表其在具有相同组织学类型的相应患者中的作用,其预后价值可能由多种因素决定,包括依赖性驱动类型,遗传改变率和表达水平。GET4和CRB3是ccRCC患者的独立预后因素。CRB3似乎是一种潜在的广泛的抑癌基因,而GET4可能是具有可连接结构的ccRCC优先依赖基因。
    BACKGROUND: Large-scale loss-of-function screening database such as Cancer Dependency Map (Depmap) provide abundant resources. Investigation of these potential dependency genes from human cancer cell lines in the real-world patients cohort would evaluate their prognostic value thus facilitate their clinical application and guide drug development.
    METHODS: A few genes were selected from top clear cell renal cell carcinoma (ccRCC) lineage preferential dependency candidates from Depmap. Their characteristic including expression levels both in normal and tumor tissues and correlations with methylation or copy number, genetic alterations, functional enrichment, immune-associated interactions, prognostic value were evaluated in KIRC cohort from TCGA, GTEx, and multiple other open databases and platforms.
    RESULTS: 16 genes were collected from 106 ccRCC preferential candidates and further analyzed including B4GALT4, BCL2L1, CDH2, COPG1, CRB3, FERMT2, GET4, GPX4, HNF1B, ITGAV, MDM2, NFE2L2, PAX8, RUVBL1, TFRC, and TNFSF10. The normalized gene effect scores of these genes varied from different ccRCC cell lines and principal component analysis (PCA) showed their tissue specificity expression profiles. Genetic alteration rates of them were low to moderate (0.7%-13%) in KIRC cohort. CDH2, MDM2, TNFSF10 showed a statistically significant higher level in tumors than normal tissues while PAX8 and FERMT2 were significantly downregulated. Moderate positive or negative correlations were observed in several genes between their expression and relative gene copy number or methylation levels, respectively. Based on the multivariable COX regression model adjusted by critical clinical variables revealed the expression of GET4 (p=0.002, HR=1.023 95%CI 1.009-1.038) and CRB3 (p<0.001, HR=0.969 95%CI 0.960-0.980) were independent predictive factors for overall survival in KIRC cohort.
    CONCLUSIONS: A dependency gene validated in cell lines didn\'t directly represent its role in corresponding patients with same histological type and their prognostic value might be determined by multiple factors including dependency driven types, genetic alteration rates and expression levels. GET4 and CRB3 were the independent prognostic factors for ccRCC patients. CRB3 seemed like a potential broad tumor suppressor gene while GET4 might be a ccRCC preferential dependency gene with a ligandable structure.
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