Department of Psychiatry, Harvard Medical School, Boston, Massachusetts.
Division of Depression and Anxiety Disorders, McLean Hospital, Belmont, Massachusetts.
JAMA Psychiatry. 2024 Nov 1;81(11):1090-1100. doi: 10.1001/jamapsychiatry.2024.2148.
Research on resilience after trauma has often focused on individual-level factors (eg, ability to cope with adversity) and overlooked influential neighborhood-level factors that may help mitigate the development of posttraumatic stress disorder (PTSD).
To investigate whether an interaction between residential greenspace and self-reported individual resources was associated with a resilient PTSD trajectory (ie, low/no symptoms) and to test if the association between greenspace and PTSD trajectory was mediated by neural reactivity to reward.
DESIGN, SETTING, AND PARTICIPANTS: As part of a longitudinal cohort study, trauma survivors were recruited from emergency departments across the US. Two weeks after trauma, a subset of participants underwent functional magnetic resonance imaging during a monetary reward task. Study data were analyzed from January to November 2023.
Residential greenspace within a 100-m buffer of each participant's home address was derived from satellite imagery and quantified using the Normalized Difference Vegetation Index and perceived individual resources measured by the Connor-Davidson Resilience Scale (CD-RISC).
PTSD symptom severity measured at 2 weeks, 8 weeks, 3 months, and 6 months after trauma. Neural responses to monetary reward in reward-related regions (ie, amygdala, nucleus accumbens, orbitofrontal cortex) was a secondary outcome. Covariates included both geocoded (eg, area deprivation index) and self-reported characteristics (eg, childhood maltreatment, income).
In 2597 trauma survivors (mean [SD] age, 36.5 [13.4] years; 1637 female [63%]; 1304 non-Hispanic Black [50.2%], 289 Hispanic [11.1%], 901 non-Hispanic White [34.7%], 93 non-Hispanic other race [3.6%], and 10 missing/unreported [0.4%]), 6 PTSD trajectories (resilient, nonremitting high, nonremitting moderate, slow recovery, rapid recovery, delayed) were identified through latent-class mixed-effect modeling. Multinominal logistic regressions revealed that for individuals with higher CD-RISC scores, greenspace was associated with a greater likelihood of assignment in a resilient trajectory compared with nonremitting high (Wald z test = -3.92; P < .001), nonremitting moderate (Wald z test = -2.24; P = .03), or slow recovery (Wald z test = -2.27; P = .02) classes. Greenspace was also associated with greater neural reactivity to reward in the amygdala (n = 288; t277 = 2.83; adjusted P value = 0.02); however, reward reactivity did not differ by PTSD trajectory.
In this cohort study, greenspace and self-reported individual resources were significantly associated with PTSD trajectories. These findings suggest that factors at multiple ecological levels may contribute to the likelihood of resiliency to PTSD after trauma.
创伤后韧性的研究通常侧重于个体层面的因素(例如,应对逆境的能力),而忽略了可能有助于减轻创伤后应激障碍(PTSD)发展的有影响力的邻里层面的因素。
研究住宅绿地与自我报告的个体资源之间的相互作用是否与具有韧性的 PTSD 轨迹(即低/无症状)相关,并检验绿地与 PTSD 轨迹之间的关联是否通过对奖励的神经反应来介导。
设计、设置和参与者:作为一项纵向队列研究的一部分,创伤幸存者从美国各地的急诊部门招募。在创伤后两周,一部分参与者在进行货币奖励任务期间接受了功能磁共振成像。研究数据于 2023 年 1 月至 11 月进行分析。
从卫星图像中提取参与者家庭地址 100 米缓冲区范围内的住宅绿地,并使用归一化差异植被指数进行量化,并使用 Connor-Davidson 韧性量表(CD-RISC)衡量感知个体资源。
创伤后 2 周、8 周、3 个月和 6 个月时 PTSD 症状严重程度的测量。货币奖励相关区域(即杏仁核、伏隔核、眶额皮层)的神经反应是次要结果。协变量包括地理编码(例如,区域剥夺指数)和自我报告的特征(例如,儿童期虐待、收入)。
在 2597 名创伤幸存者中(平均[标准差]年龄 36.5[13.4]岁;1637 名女性[63%];1304 名非西班牙裔黑人[50.2%],289 名西班牙裔[11.1%],901 名非西班牙裔白人[34.7%],93 名非西班牙裔其他种族[3.6%],10 名未报告/未报告[0.4%]),通过潜在类别混合效应模型确定了 6 种 PTSD 轨迹(有韧性、非持续高、非持续中、缓慢恢复、快速恢复、延迟)。多项逻辑回归显示,对于 CD-RISC 评分较高的个体,与非持续高(Wald z 检验 = -3.92;P < .001)、非持续中(Wald z 检验 = -2.24;P = .03)或缓慢恢复(Wald z 检验 = -2.27;P = .02)类相比,绿地与更高的韧性轨迹分类更相关。绿地与杏仁核的奖励反应(n = 288;t277 = 2.83;调整后的 P 值 = 0.02)也呈正相关;然而,奖励反应与 PTSD 轨迹没有差异。
在这项队列研究中,绿地和自我报告的个体资源与 PTSD 轨迹显著相关。这些发现表明,多个生态水平的因素可能有助于创伤后 PTSD 恢复能力。