心理学报 ›› 2024, Vol. 56 ›› Issue (8): 1091-1109.doi: 10.3724/SP.J.1041.2024.01091
曾子豪1,2, 刘双金1, 杨琴1, 王宏才1, 刘承珍1, 赵纤1, 孟莉1,3, 何震1, 刘秀茹4, 黄宁3, 胡义秋1,5,6,7()
收稿日期:
2023-10-31
发布日期:
2024-06-17
出版日期:
2024-08-25
通讯作者:
胡义秋, E-mail: 基金资助:
ZENG Zihao1,2, LIU Shuangjin1, YANG Qin1, WANG Hongcai1, LIU Chengzhen1, ZHAO Qian1, MENG Li1,3, HE Zhen1, LIU Xiuru4, HUANG Ning3, HU Yiqiu1,5,6,7()
Received:
2023-10-31
Online:
2024-06-17
Published:
2024-08-25
摘要:
童年期的不良经历似乎增加了个体对压力刺激的敏感性, 从而可能影响其终身的社会适应。许多研究表明, HPA轴系统基因可能在调节环境因素与社会适应之间发挥作用。然而, 过去单个基因与环境相互作用对社会适应的影响存在争议。本研究针对青少年样本(14.15 ± 0.63岁; N = 700), 采用多位点遗传谱评分(multilocus genetic profile scores, MGPS)计算HPA轴系统多基因得分, 利用纵向数据探究其与童年期创伤和亲子关系之间的相互作用, 并预测青少年的社会适应(包括抑郁症状、亲社会行为和自伤行为)。研究结果显示, 青少年的社会适应(包括抑郁症状和亲社会行为)是遗传(HPA轴系统MGPS)、远端环境(童年期创伤)和近端环境(亲子关系)三者相互作用的结果。随着遗传风险评分的增加, 童年期创伤和亲子关系之间的交互作用也增加, 这意味着遭受过童年期创伤的个体, 亲子关系对社会适应的影响会更加显著, 符合差别易感性模型。行为学实验进一步揭示了遗传和环境因素对青少年社会适应的潜在机制。
中图分类号:
曾子豪, 刘双金, 杨琴, 王宏才, 刘承珍, 赵纤, 孟莉, 何震, 刘秀茹, 黄宁, 胡义秋. (2024). 童年期创伤后亲子关系对青少年社会适应的影响:HPA轴系统多基因的调节. 心理学报, 56(8), 1091-1109.
ZENG Zihao, LIU Shuangjin, YANG Qin, WANG Hongcai, LIU Chengzhen, ZHAO Qian, MENG Li, HE Zhen, LIU Xiuru, HUANG Ning, HU Yiqiu. (2024). The impact of parent-child relationship on adolescent social adjustment following childhood trauma: Moderation by HPA axis multilocus profile score. Acta Psychologica Sinica, 56(8), 1091-1109.
SNP | 与功能的关系 | 风险等位基因 |
---|---|---|
SKA2 rs7208505 | Valenzuela-García等人( | A |
NR3C1 rs6198 | Rovaris等人( | C |
NR3C1 rs41423247 | 根据Pagliaccio等人( | G |
NR3C2 rs17581262 | 有研究发现rs17581262 的G等位基因与较小的海马和杏仁核体积, 以及与遭受过儿童期受虐的个体中较高的重症抑郁风险相关(Gerritsen et al., | G |
FKBP5 rs1360780 | 根据Pagliaccio等人( | T |
FKBP5 rs9470080 | 相比健康对照组, 功能性癫痫发作和重度抑郁症患者的T等位基因显著增加(Asadi- Pooya et al., 2023)。 | T |
表1 HPA轴系统相关SNP与其功能的关系以及编码方案 (具体描述见网络版附录3)
SNP | 与功能的关系 | 风险等位基因 |
---|---|---|
SKA2 rs7208505 | Valenzuela-García等人( | A |
NR3C1 rs6198 | Rovaris等人( | C |
NR3C1 rs41423247 | 根据Pagliaccio等人( | G |
NR3C2 rs17581262 | 有研究发现rs17581262 的G等位基因与较小的海马和杏仁核体积, 以及与遭受过儿童期受虐的个体中较高的重症抑郁风险相关(Gerritsen et al., | G |
FKBP5 rs1360780 | 根据Pagliaccio等人( | T |
FKBP5 rs9470080 | 相比健康对照组, 功能性癫痫发作和重度抑郁症患者的T等位基因显著增加(Asadi- Pooya et al., 2023)。 | T |
基因 | 位点 | 等位基因 | MAF | MAF (1000g- CHBS) | 基因型和分布 | Hardy-Weinberg equilibrium | |||
---|---|---|---|---|---|---|---|---|---|
11 | 12 | 22 | χ2 | p | |||||
SKS2 | rs7208505 | G > A | 0.40 | 0.40 | 252 (36.0%) | 341 (48.7%) | 107 (15.3%) | 0.23 | 0.63 |
NR3C1 | rs6198 | T > C | 0.0002 | 0.001 | 698 (99.7%) | 2 (0.03%) | 0 (0%) | 0.001 | 0.97 |
rs41423247 | G > C | 0.22 | 0.22 | 431 (61.6%) | 236 (33.7%) | 33 (4.7%) | 0.01 | 0.92 | |
NR3C2 | rs17581262 | A > G | 0.19 | 0.19 | 464 (66.3%) | 210 (30.0%) | 26 (3.7%) | 0.14 | 0.71 |
FKBP5 | rs1360780 | C > T | 0.30 | 0.29 | 344 (49.1%) | 287 (41.0%) | 69 (9.9%) | 0.64 | 0.42 |
rs9470080 | C > T | 0.35 | 0.34 | 292 (41.7%) | 325 (46.4%) | 83 (11.9%) | 0.26 | 0.61 |
表2 SNP数据
基因 | 位点 | 等位基因 | MAF | MAF (1000g- CHBS) | 基因型和分布 | Hardy-Weinberg equilibrium | |||
---|---|---|---|---|---|---|---|---|---|
11 | 12 | 22 | χ2 | p | |||||
SKS2 | rs7208505 | G > A | 0.40 | 0.40 | 252 (36.0%) | 341 (48.7%) | 107 (15.3%) | 0.23 | 0.63 |
NR3C1 | rs6198 | T > C | 0.0002 | 0.001 | 698 (99.7%) | 2 (0.03%) | 0 (0%) | 0.001 | 0.97 |
rs41423247 | G > C | 0.22 | 0.22 | 431 (61.6%) | 236 (33.7%) | 33 (4.7%) | 0.01 | 0.92 | |
NR3C2 | rs17581262 | A > G | 0.19 | 0.19 | 464 (66.3%) | 210 (30.0%) | 26 (3.7%) | 0.14 | 0.71 |
FKBP5 | rs1360780 | C > T | 0.30 | 0.29 | 344 (49.1%) | 287 (41.0%) | 69 (9.9%) | 0.64 | 0.42 |
rs9470080 | C > T | 0.35 | 0.34 | 292 (41.7%) | 325 (46.4%) | 83 (11.9%) | 0.26 | 0.61 |
变量 | 1 | 2 | 3 | 4 | 5 | 6 | 7 |
---|---|---|---|---|---|---|---|
父子关系 | 1 | ||||||
母子关系 | 0.72** | 1 | |||||
童年期创伤 | −0.26** | −0.20** | 1 | ||||
抑郁症状 | −0.45** | −0.39** | 0.27** | 1 | |||
亲社会行为 | 0.14** | 0.15** | −0.15** | −0.09* | 1 | ||
自伤行为 | −0.19** | −0.14** | 0.36** | 0.34** | −0.17** | 1 | |
MGPS | 0.04 | 0.08* | −0.03 | 0.03 | 0.01 | 0.01 | 1 |
M ± SD | 30.51 ± 9.36 | 33.18 ± 8.59 | 0.93 ± 1.40 | 17.70 ± 6.01 | 96.42 ± 17.63 | 2.56 ± 6.26 | 4.04 ± 1.67 |
表3 描述统计量及相关分析结果
变量 | 1 | 2 | 3 | 4 | 5 | 6 | 7 |
---|---|---|---|---|---|---|---|
父子关系 | 1 | ||||||
母子关系 | 0.72** | 1 | |||||
童年期创伤 | −0.26** | −0.20** | 1 | ||||
抑郁症状 | −0.45** | −0.39** | 0.27** | 1 | |||
亲社会行为 | 0.14** | 0.15** | −0.15** | −0.09* | 1 | ||
自伤行为 | −0.19** | −0.14** | 0.36** | 0.34** | −0.17** | 1 | |
MGPS | 0.04 | 0.08* | −0.03 | 0.03 | 0.01 | 0.01 | 1 |
M ± SD | 30.51 ± 9.36 | 33.18 ± 8.59 | 0.93 ± 1.40 | 17.70 ± 6.01 | 96.42 ± 17.63 | 2.56 ± 6.26 | 4.04 ± 1.67 |
变量 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
β | t | p | 95% CI | β | t | p | 95% CI | β | t | p | 95% CI | |
父子关系 | −0.40 | −11.66*** | < 0.001 | (−0.47, −0.34) | 0.11 | 2.77** | 0.01 | (0.03, 0.18) | −0.10 | −2.82** | 0.005 | (−0.18, −0.03) |
童年期创伤 | 0.18 | 4.88*** | < 0.001 | (0.11, 0.25) | −0.15 | −3.78*** | < 0.001 | (−0.23, −0.07) | 0.32 | 8.31*** | < 0.001 | (0.24, 0.40) |
MGPS | 0.07 | 1.98* | 0.048 | (0.001, 0.13) | −0.01 | −0.14 | 0.89 | (−0.08, 0.07) | 0.03 | 0.71 | 0.48 | (−0.05, 0.10) |
E1 × E2 | 0.03 | 0.85 | 0.39 | (−0.04, 0.09) | −0.09 | −2.55* | 0.01 | (−0.16, −0.02) | −0.04 | −1.20 | 0.23 | (−0.11, 0.03) |
E1 × G | −0.01 | −0.29 | 0.78 | (−0.07, 0.05) | 0.02 | 0.54 | 0.59 | (−0.05, 0.09) | 0.001 | 0.03 | 0.98 | (−0.07, 0.07) |
E2 × G | 0.05 | 1.50 | 0.13 | (−0.02, 0.12) | −0.001 | −0.03 | 0.98 | (−0.08, 0.08) | 0.09 | 2.39* | 0.02 | (0.02, 0.16) |
E1 × E2 × G | 0.09 | 3.00** | 0.003 | (0.03, 0.15) | −0.04 | −1.29 | 0.20 | (−0.11, 0.02) | 0.01 | 0.19 | 0.85 | (−0.06, 0.07) |
R2 | 0.24 | 0.04 | 0.15 | |||||||||
F | 31.06*** | 4.56*** | 17.27*** |
表4 青少年社会适应的G × E × E检验父子模型
变量 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
β | t | p | 95% CI | β | t | p | 95% CI | β | t | p | 95% CI | |
父子关系 | −0.40 | −11.66*** | < 0.001 | (−0.47, −0.34) | 0.11 | 2.77** | 0.01 | (0.03, 0.18) | −0.10 | −2.82** | 0.005 | (−0.18, −0.03) |
童年期创伤 | 0.18 | 4.88*** | < 0.001 | (0.11, 0.25) | −0.15 | −3.78*** | < 0.001 | (−0.23, −0.07) | 0.32 | 8.31*** | < 0.001 | (0.24, 0.40) |
MGPS | 0.07 | 1.98* | 0.048 | (0.001, 0.13) | −0.01 | −0.14 | 0.89 | (−0.08, 0.07) | 0.03 | 0.71 | 0.48 | (−0.05, 0.10) |
E1 × E2 | 0.03 | 0.85 | 0.39 | (−0.04, 0.09) | −0.09 | −2.55* | 0.01 | (−0.16, −0.02) | −0.04 | −1.20 | 0.23 | (−0.11, 0.03) |
E1 × G | −0.01 | −0.29 | 0.78 | (−0.07, 0.05) | 0.02 | 0.54 | 0.59 | (−0.05, 0.09) | 0.001 | 0.03 | 0.98 | (−0.07, 0.07) |
E2 × G | 0.05 | 1.50 | 0.13 | (−0.02, 0.12) | −0.001 | −0.03 | 0.98 | (−0.08, 0.08) | 0.09 | 2.39* | 0.02 | (0.02, 0.16) |
E1 × E2 × G | 0.09 | 3.00** | 0.003 | (0.03, 0.15) | −0.04 | −1.29 | 0.20 | (−0.11, 0.02) | 0.01 | 0.19 | 0.85 | (−0.06, 0.07) |
R2 | 0.24 | 0.04 | 0.15 | |||||||||
F | 31.06*** | 4.56*** | 17.27*** |
变量 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
β | t | p | 95% CI | β | t | p | 95% CI | β | t | p | 95% CI | |
母子关系 | −0.36 | −10.31*** | < 0.001 | (−0.43, −0.29) | 0.13 | 3.39*** | < 0.001 | (0.05, 0.20) | −0.07 | −1.89 | 0.06 | (−0.14, 0.003) |
童年期创伤 | 0.23 | 6.32*** | < 0.001 | (0.16, 0.30) | −0.14 | −3.71*** | < 0.001 | (−0.22, −0.07) | 0.34 | 9.16*** | < 0.001 | (0.27, 0.41) |
MGPS | 0.08 | 2.17* | 0.03 | (0.02, 0.15) | −0.02 | −0.55 | 0.58 | (−0.10, 0.05) | 0.02 | 0.55 | 0.58 | (−0.05, 0.09) |
E1 × E2 | 0.09 | 2.62** | 0.01 | (0.01, 0.14) | −0.08 | −2.21* | 0.03 | (−0.15, −0.01) | −0.03 | −0.86 | 0.39 | (−0.10, 0.04) |
E1 × G | −0.03 | −0.86 | 0.39 | (−0.09, 0.04) | −0.04 | −1.16 | 0.25 | (−0.11, 0.03) | −0.02 | −0.68 | 0.50 | (−0.09, 0.04) |
E2 × G | 0.02 | 0.62 | 0.53 | (−0.05, 0.09) | −0.02 | −0.53 | 0.60 | (−0.10, 0.06) | 0.07 | 1.93 | 0.05 | (−0.001, 0.15) |
E1 × E2 × G | 0.07 | 2.16* | 0.03 | (0.01, 0.13) | −0.07 | −1.99* | 0.047 | (−0.13, −0.001) | −0.02 | −0.47 | 0.64 | (−0.08, 0.05) |
R2 | 0.21 | 0.05 | 0.14 | |||||||||
F | 26.10*** | 5.22*** | 16.47*** |
表5 青少年社会适应的G × E × E检验母子模型
变量 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
β | t | p | 95% CI | β | t | p | 95% CI | β | t | p | 95% CI | |
母子关系 | −0.36 | −10.31*** | < 0.001 | (−0.43, −0.29) | 0.13 | 3.39*** | < 0.001 | (0.05, 0.20) | −0.07 | −1.89 | 0.06 | (−0.14, 0.003) |
童年期创伤 | 0.23 | 6.32*** | < 0.001 | (0.16, 0.30) | −0.14 | −3.71*** | < 0.001 | (−0.22, −0.07) | 0.34 | 9.16*** | < 0.001 | (0.27, 0.41) |
MGPS | 0.08 | 2.17* | 0.03 | (0.02, 0.15) | −0.02 | −0.55 | 0.58 | (−0.10, 0.05) | 0.02 | 0.55 | 0.58 | (−0.05, 0.09) |
E1 × E2 | 0.09 | 2.62** | 0.01 | (0.01, 0.14) | −0.08 | −2.21* | 0.03 | (−0.15, −0.01) | −0.03 | −0.86 | 0.39 | (−0.10, 0.04) |
E1 × G | −0.03 | −0.86 | 0.39 | (−0.09, 0.04) | −0.04 | −1.16 | 0.25 | (−0.11, 0.03) | −0.02 | −0.68 | 0.50 | (−0.09, 0.04) |
E2 × G | 0.02 | 0.62 | 0.53 | (−0.05, 0.09) | −0.02 | −0.53 | 0.60 | (−0.10, 0.06) | 0.07 | 1.93 | 0.05 | (−0.001, 0.15) |
E1 × E2 × G | 0.07 | 2.16* | 0.03 | (0.01, 0.13) | −0.07 | −1.99* | 0.047 | (−0.13, −0.001) | −0.02 | −0.47 | 0.64 | (−0.08, 0.05) |
R2 | 0.21 | 0.05 | 0.14 | |||||||||
F | 26.10*** | 5.22*** | 16.47*** |
图2 青少年社会适应G × E × E的简单斜率图 注:a为青少年抑郁症状方程父子模型, b为抑郁症状方程母子模型, c为亲社会行为方程母子模型以及d为Johnson-Neyman 斜率图; L-LCA for low MGPS - low childhood abuse即低HPA轴MGPS和低童年期创伤, L-HCA for low MGPS -high childhood abuse即低HPA轴MGPS和高童年期创伤, H-LCA for high MGPS - low childhood abuse即高HPA轴MGPS和低童年期创伤, H-HCA for high MGPS -high childhood abuse即高HPA轴MGPS和高童年期创伤。
结果 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
预测 | 父子关系 | 母子关系 | 母子关系 | 儿童期虐待 | ||||||||||||
β | t | p | 95% CI | β | t | p | 95% CI | β | t | p | 95% CI | β | t | p | 95% CI | |
环境 | −0.35 | −9.76*** | < 0.001 | (−0.42, −0.28) | −0.28 | −7.77*** | < 0.001 | (−0.35, −0.21) | 0.13 | 2.47*** | 0.01 | (0.03, 0.24) | 0.36 | 10.28*** | < 0.001 | (0.29, 0.43) |
MGPS | −0.04 | −1.08 | 0.28 | (−0.11, 0.03) | −0.03 | −0.90 | 0.37 | (−0.10, 0.04) | 0.04 | 0.69 | 0.49 | (−0.07, 0.14) | 0.02 | 0.57 | 0.57 | (−0.05, 0.09) |
G × E | −0.01 | −0.27 | 0.79 | (−0.07, 0.06) | −0.07 | −2.08* | 0.04 | (−0.14, −0.004) | −0.10 | −2.17* | 0.03 | (−0.18, −0.01) | 0.09 | 2.49* | 0.01 | (0.02, 0.15) |
R2 | 0.12 | 0.09 | 0.03 | 0.14 | ||||||||||||
F | 32.78*** | 22.83*** | 5.77*** | 36.62*** |
表6 遗传与环境交互作用
结果 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
预测 | 父子关系 | 母子关系 | 母子关系 | 儿童期虐待 | ||||||||||||
β | t | p | 95% CI | β | t | p | 95% CI | β | t | p | 95% CI | β | t | p | 95% CI | |
环境 | −0.35 | −9.76*** | < 0.001 | (−0.42, −0.28) | −0.28 | −7.77*** | < 0.001 | (−0.35, −0.21) | 0.13 | 2.47*** | 0.01 | (0.03, 0.24) | 0.36 | 10.28*** | < 0.001 | (0.29, 0.43) |
MGPS | −0.04 | −1.08 | 0.28 | (−0.11, 0.03) | −0.03 | −0.90 | 0.37 | (−0.10, 0.04) | 0.04 | 0.69 | 0.49 | (−0.07, 0.14) | 0.02 | 0.57 | 0.57 | (−0.05, 0.09) |
G × E | −0.01 | −0.27 | 0.79 | (−0.07, 0.06) | −0.07 | −2.08* | 0.04 | (−0.14, −0.004) | −0.10 | −2.17* | 0.03 | (−0.18, −0.01) | 0.09 | 2.49* | 0.01 | (0.02, 0.15) |
R2 | 0.12 | 0.09 | 0.03 | 0.14 | ||||||||||||
F | 32.78*** | 22.83*** | 5.77*** | 36.62*** |
结果变量 | 参数 | 环境变量的显著区间 | POI | PA | X2/ZX2 | 交叉点 | |
---|---|---|---|---|---|---|---|
下边界 | 上边界 | ||||||
抑郁症状 | 母子关系 × MGPS | −4.16 | 0.62 | 0.72 | 0.68 | ns. | −0.46 |
亲社会行为 | 母子关系× MGPS | −0.28 | 1.66 | 0.32 | 0.36 | ns. | 0.37 |
自伤行为 | 童年期创伤× MGPS | −1.44 | 0.68 | 0.62 | 0.59 | ns. | −0.23 |
表7 遗传与环境交互作用ROS检验结果
结果变量 | 参数 | 环境变量的显著区间 | POI | PA | X2/ZX2 | 交叉点 | |
---|---|---|---|---|---|---|---|
下边界 | 上边界 | ||||||
抑郁症状 | 母子关系 × MGPS | −4.16 | 0.62 | 0.72 | 0.68 | ns. | −0.46 |
亲社会行为 | 母子关系× MGPS | −0.28 | 1.66 | 0.32 | 0.36 | ns. | 0.37 |
自伤行为 | 童年期创伤× MGPS | −1.44 | 0.68 | 0.62 | 0.59 | ns. | −0.23 |
预测因素 | 总正确率 | 积极词 | 消极词 | 抑郁词 | 中性词 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
F | p | η2p | F | p | η2p | F | p | η2p | F | p | η2p | F | p | η2p | |
父子关系 | 2.16 | 0.14 | 0.018 | 2.63 | 0.11 | 0.022 | 2.38 | 0.13 | 0.020 | 2.04 | 0.16 | 0.017 | 1.45 | 0.23 | 0.012 |
童年期创伤 | 0.08 | 0.78 | 0.001 | 0.25 | 0.62 | 0.002 | 0.00 | 0.99 | 0.000 | 0.09 | 0.77 | 0.001 | 0.09 | 0.76 | 0.001 |
MGPS | 2.41 | 0.12 | 0.020 | 2.88 | 0.09 | 0.024 | 2.99 | 0.08 | 0.025 | 1.82 | 0.18 | 0.015 | 1.82 | 0.18 | 0.015 |
E1 ×E2 | 0.22 | 0.64 | 0.002 | 0.23 | 0.64 | 0.002 | 0.07 | 0.79 | 0.001 | 0.12 | 0.73 | 0.001 | 0.55 | 0.46 | 0.005 |
E1 × G | 0.02 | 0.89 | 0.000 | 0.01 | 0.93 | 0.000 | 0.09 | 0.76 | 0.001 | 0.00 | 0.99 | 0.000 | 0.20 | 0.89 | 0.000 |
E2 × G | 0.31 | 0.58 | 0.003 | 0.24 | 0.63 | 0.002 | 0.09 | 0.77 | 0.001 | 1.00 | 0.32 | 0.008 | 0.15 | 0.70 | 0.001 |
E1 × E2 × G | 0.64 | 0.43 | 0.005 | 0.46 | 0.50 | 0.004 | 0.45 | 0.50 | 0.004 | 0.33 | 0.57 | 0.003 | 1.50 | 0.22 | 0.013 |
母子关系 | 7.75** | 0.01 | 0.062 | 7.71** | 0.01 | 0.061 | 6.69** | 0.01 | 0.054 | 8.06** | 0.01 | 0.064 | 7.56** | 0.01 | 0.060 |
童年期创伤 | 0.01 | 0.93 | 0.000 | 0.02 | 0.88 | 0.000 | 0.12 | 0.73 | 0.001 | 0.01 | 0.91 | 0.001 | 0.001 | 0.98 | 0.000 |
MGPS | 3.02 | 0.09 | 0.025 | 3.50 | 0.06 | 0.029 | 3.66 | 0.05 | 0.030 | 2.51 | 0.12 | 0.021 | 2.20 | 0.14 | 0.018 |
E1 × E2 | 0.87 | 0.35 | 0.007 | 1.04 | 0.01 | 0.009 | 0.47 | 0.49 | 0.004 | 0.69 | 0.41 | 0.006 | 1.28 | 0.26 | 0.011 |
E1 × G | 0.83 | 0.36 | 0.007 | 0.72 | 0.40 | 0.006 | 0.78 | 0.35 | 0.007 | 0.84 | 0.36 | 0.007 | 0.80 | 0.37 | 0.007 |
E2 × G | 0.21 | 0.64 | 0.002 | 0.16 | 0.69 | 0.001 | 0.04 | 0.85 | 0.000 | 0.76 | 0.38 | 0.006 | 0.12 | 0.73 | 0.001 |
E1 × E2 × G | 0.43 | 0.51 | 0.004 | 0.41 | 0.53 | 0.003 | 0.30 | 0.59 | 0.002 | 0.13 | 0.72 | 0.001 | 1.11 | 0.30 | 0.009 |
表8 G × E × E检验对情绪Stroop任务正确率的影响
预测因素 | 总正确率 | 积极词 | 消极词 | 抑郁词 | 中性词 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
F | p | η2p | F | p | η2p | F | p | η2p | F | p | η2p | F | p | η2p | |
父子关系 | 2.16 | 0.14 | 0.018 | 2.63 | 0.11 | 0.022 | 2.38 | 0.13 | 0.020 | 2.04 | 0.16 | 0.017 | 1.45 | 0.23 | 0.012 |
童年期创伤 | 0.08 | 0.78 | 0.001 | 0.25 | 0.62 | 0.002 | 0.00 | 0.99 | 0.000 | 0.09 | 0.77 | 0.001 | 0.09 | 0.76 | 0.001 |
MGPS | 2.41 | 0.12 | 0.020 | 2.88 | 0.09 | 0.024 | 2.99 | 0.08 | 0.025 | 1.82 | 0.18 | 0.015 | 1.82 | 0.18 | 0.015 |
E1 ×E2 | 0.22 | 0.64 | 0.002 | 0.23 | 0.64 | 0.002 | 0.07 | 0.79 | 0.001 | 0.12 | 0.73 | 0.001 | 0.55 | 0.46 | 0.005 |
E1 × G | 0.02 | 0.89 | 0.000 | 0.01 | 0.93 | 0.000 | 0.09 | 0.76 | 0.001 | 0.00 | 0.99 | 0.000 | 0.20 | 0.89 | 0.000 |
E2 × G | 0.31 | 0.58 | 0.003 | 0.24 | 0.63 | 0.002 | 0.09 | 0.77 | 0.001 | 1.00 | 0.32 | 0.008 | 0.15 | 0.70 | 0.001 |
E1 × E2 × G | 0.64 | 0.43 | 0.005 | 0.46 | 0.50 | 0.004 | 0.45 | 0.50 | 0.004 | 0.33 | 0.57 | 0.003 | 1.50 | 0.22 | 0.013 |
母子关系 | 7.75** | 0.01 | 0.062 | 7.71** | 0.01 | 0.061 | 6.69** | 0.01 | 0.054 | 8.06** | 0.01 | 0.064 | 7.56** | 0.01 | 0.060 |
童年期创伤 | 0.01 | 0.93 | 0.000 | 0.02 | 0.88 | 0.000 | 0.12 | 0.73 | 0.001 | 0.01 | 0.91 | 0.001 | 0.001 | 0.98 | 0.000 |
MGPS | 3.02 | 0.09 | 0.025 | 3.50 | 0.06 | 0.029 | 3.66 | 0.05 | 0.030 | 2.51 | 0.12 | 0.021 | 2.20 | 0.14 | 0.018 |
E1 × E2 | 0.87 | 0.35 | 0.007 | 1.04 | 0.01 | 0.009 | 0.47 | 0.49 | 0.004 | 0.69 | 0.41 | 0.006 | 1.28 | 0.26 | 0.011 |
E1 × G | 0.83 | 0.36 | 0.007 | 0.72 | 0.40 | 0.006 | 0.78 | 0.35 | 0.007 | 0.84 | 0.36 | 0.007 | 0.80 | 0.37 | 0.007 |
E2 × G | 0.21 | 0.64 | 0.002 | 0.16 | 0.69 | 0.001 | 0.04 | 0.85 | 0.000 | 0.76 | 0.38 | 0.006 | 0.12 | 0.73 | 0.001 |
E1 × E2 × G | 0.43 | 0.51 | 0.004 | 0.41 | 0.53 | 0.003 | 0.30 | 0.59 | 0.002 | 0.13 | 0.72 | 0.001 | 1.11 | 0.30 | 0.009 |
预测因素 | 总反应时间 | 积极词 | 消极词 | 抑郁词 | 中性词 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
F | p | η2p | F | p | η2p | F | p | η2p | F | p | η2p | F | p | η2p | |
父子关系 | 2.98 | 0.09 | 0.025 | 4.10* | 0.045 | 0.034 | 0.93 | 0.34 | 0.008 | 5.61* | 0.02 | 0.045 | 1.10 | 0.29 | 0.009 |
童年期创伤 | 1.45 | 0.23 | 0.012 | 0.31 | 0.58 | 0.003 | 0.94 | 0.33 | 0.008 | 2.33 | 0.12 | 0.019 | 1.76 | 0.19 | 0.015 |
MGPS | 0.20 | 0.65 | 0.002 | 0.04 | 0.85 | 0.000 | 0.03 | 0.88 | 0.000 | 0.15 | 0.70 | 0.001 | 0.75 | 0.39 | 0.006 |
E1 × E2 | 0.31 | 0.58 | 0.003 | 1.30 | 0.26 | 0.011 | 0.04 | 0.84 | 0.000 | 0.20 | 0.66 | 0.002 | 0.10 | 0.75 | 0.001 |
E1 × G | 0.61 | 0.44 | 0.005 | 0.11 | 0.74 | 0.001 | 0.26 | 0.61 | 0.002 | 0.15 | 0.70 | 0.001 | 2.40 | 0.12 | 0.020 |
E2 × G | 0.08 | 0.78 | 0.001 | 0.48 | 0.49 | 0.004 | 0.01 | 0.95 | 0.000 | 0.18 | 0.68 | 0.001 | 0.01 | 0.93 | 0.000 |
E1 × E2 × G | 0.88 | 0.35 | 0.007 | 0.38 | 0.54 | 0.003 | 1.69 | 0.20 | 0.014 | 0.99 | 0.32 | 0.008 | 0.32 | 0.78 | 0.003 |
母子关系 | 1.62 | 0.21 | 0.014 | 1.34 | 0.25 | 0.011 | 0.29 | 0.59 | 0.002 | 3.32 | 0.07 | 0.027 | 1.24 | 0.27 | 0.010 |
童年期创伤 | 1.28 | 0.26 | 0.011 | 0.16 | 0.69 | 0.001 | 0.68 | 0.41 | 0.006 | 2.37 | 0.13 | 0.020 | 1.72 | 0.19 | 0.014 |
MGPS | 0.39 | 0.54 | 0.003 | 0.23 | 0.64 | 0.002 | 0.17 | 0.68 | 0.001 | 0.17 | 0.68 | 0.001 | 0.90 | 0.34 | 0.008 |
E1 × E2 | 0.25 | 0.62 | 0.002 | 0.24 | 0.62 | 0.002 | 0.01 | 0.91 | 0.000 | 0.28 | 0.60 | 0.002 | 0.72 | 0.40 | 0.006 |
E1 × G | 0.52 | 0.48 | 0.004 | 0.69 | 0.41 | 0.006 | 0.42 | 0.52 | 0.004 | 0.45 | 0.50 | 0.004 | 0.28 | 0.60 | 0.002 |
E2 × G | 0.09 | 0.77 | 0.001 | 0.40 | 0.53 | 0.003 | 0.003 | 0.96 | 0.000 | 0.14 | 0.71 | 0.001 | 0.002 | 0.97 | 0.000 |
E1 × E2 × G | 3.64* | 0.05 | 0.030 | 4.61* | 0.03 | 0.038 | 4.56* | 0.04 | 0.037 | 1.90 | 0.17 | 0.016 | 2.03 | 0.16 | 0.017 |
表9 G × E × E检验对情绪Stroop任务反应时的影响
预测因素 | 总反应时间 | 积极词 | 消极词 | 抑郁词 | 中性词 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
F | p | η2p | F | p | η2p | F | p | η2p | F | p | η2p | F | p | η2p | |
父子关系 | 2.98 | 0.09 | 0.025 | 4.10* | 0.045 | 0.034 | 0.93 | 0.34 | 0.008 | 5.61* | 0.02 | 0.045 | 1.10 | 0.29 | 0.009 |
童年期创伤 | 1.45 | 0.23 | 0.012 | 0.31 | 0.58 | 0.003 | 0.94 | 0.33 | 0.008 | 2.33 | 0.12 | 0.019 | 1.76 | 0.19 | 0.015 |
MGPS | 0.20 | 0.65 | 0.002 | 0.04 | 0.85 | 0.000 | 0.03 | 0.88 | 0.000 | 0.15 | 0.70 | 0.001 | 0.75 | 0.39 | 0.006 |
E1 × E2 | 0.31 | 0.58 | 0.003 | 1.30 | 0.26 | 0.011 | 0.04 | 0.84 | 0.000 | 0.20 | 0.66 | 0.002 | 0.10 | 0.75 | 0.001 |
E1 × G | 0.61 | 0.44 | 0.005 | 0.11 | 0.74 | 0.001 | 0.26 | 0.61 | 0.002 | 0.15 | 0.70 | 0.001 | 2.40 | 0.12 | 0.020 |
E2 × G | 0.08 | 0.78 | 0.001 | 0.48 | 0.49 | 0.004 | 0.01 | 0.95 | 0.000 | 0.18 | 0.68 | 0.001 | 0.01 | 0.93 | 0.000 |
E1 × E2 × G | 0.88 | 0.35 | 0.007 | 0.38 | 0.54 | 0.003 | 1.69 | 0.20 | 0.014 | 0.99 | 0.32 | 0.008 | 0.32 | 0.78 | 0.003 |
母子关系 | 1.62 | 0.21 | 0.014 | 1.34 | 0.25 | 0.011 | 0.29 | 0.59 | 0.002 | 3.32 | 0.07 | 0.027 | 1.24 | 0.27 | 0.010 |
童年期创伤 | 1.28 | 0.26 | 0.011 | 0.16 | 0.69 | 0.001 | 0.68 | 0.41 | 0.006 | 2.37 | 0.13 | 0.020 | 1.72 | 0.19 | 0.014 |
MGPS | 0.39 | 0.54 | 0.003 | 0.23 | 0.64 | 0.002 | 0.17 | 0.68 | 0.001 | 0.17 | 0.68 | 0.001 | 0.90 | 0.34 | 0.008 |
E1 × E2 | 0.25 | 0.62 | 0.002 | 0.24 | 0.62 | 0.002 | 0.01 | 0.91 | 0.000 | 0.28 | 0.60 | 0.002 | 0.72 | 0.40 | 0.006 |
E1 × G | 0.52 | 0.48 | 0.004 | 0.69 | 0.41 | 0.006 | 0.42 | 0.52 | 0.004 | 0.45 | 0.50 | 0.004 | 0.28 | 0.60 | 0.002 |
E2 × G | 0.09 | 0.77 | 0.001 | 0.40 | 0.53 | 0.003 | 0.003 | 0.96 | 0.000 | 0.14 | 0.71 | 0.001 | 0.002 | 0.97 | 0.000 |
E1 × E2 × G | 3.64* | 0.05 | 0.030 | 4.61* | 0.03 | 0.038 | 4.56* | 0.04 | 0.037 | 1.90 | 0.17 | 0.016 | 2.03 | 0.16 | 0.017 |
变量 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||
---|---|---|---|---|---|---|
β | p | β | p | β | p | |
rs7208505 | 0.005 | 0.92 | −0.10 | 0.06 | 0.07 | 0.19 |
rs6198 | / | / | / | / | / | / |
rs41423247 | 0.02 | 0.73 | −0.04 | 0.55 | 0.07 | 0.26 |
rs17581262 | 0.1003 | 0.64 | 0.08 | 0.20 | 0.07 | 0.28 |
rs1360780 | 0.10*** | < 0.001 | −0.05 | 0.34 | 0.14* | 0.01 |
rs9470080 | 0.14** | 0.003 | −0.05 | 0.36 | 0.03 | 0.61 |
表1 父子模型
变量 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||
---|---|---|---|---|---|---|
β | p | β | p | β | p | |
rs7208505 | 0.005 | 0.92 | −0.10 | 0.06 | 0.07 | 0.19 |
rs6198 | / | / | / | / | / | / |
rs41423247 | 0.02 | 0.73 | −0.04 | 0.55 | 0.07 | 0.26 |
rs17581262 | 0.1003 | 0.64 | 0.08 | 0.20 | 0.07 | 0.28 |
rs1360780 | 0.10*** | < 0.001 | −0.05 | 0.34 | 0.14* | 0.01 |
rs9470080 | 0.14** | 0.003 | −0.05 | 0.36 | 0.03 | 0.61 |
变量 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||
---|---|---|---|---|---|---|
β | p | β | p | β | p | |
rs7208505 | 0.05 | 0.32 | −0.10 | 0.07 | 0.07 | 0.19 |
rs6198 | / | / | / | / | / | / |
rs41423247 | 0.02 | 0.75 | −0.02 | 0.77 | 0.07 | 0.26 |
rs17581262 | 0.10 | 0.09 | 0.004 | 0.96 | 0.07 | 0.28 |
rs1360780 | 0.08 | 0.12 | −0.10 | 0.07 | 0.14* | 0.01 |
rs9470080 | 0.06 | 0.19 | −0.08 | 0.12 | 0.03 | 0.61 |
表2 母子模型
变量 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||
---|---|---|---|---|---|---|
β | p | β | p | β | p | |
rs7208505 | 0.05 | 0.32 | −0.10 | 0.07 | 0.07 | 0.19 |
rs6198 | / | / | / | / | / | / |
rs41423247 | 0.02 | 0.75 | −0.02 | 0.77 | 0.07 | 0.26 |
rs17581262 | 0.10 | 0.09 | 0.004 | 0.96 | 0.07 | 0.28 |
rs1360780 | 0.08 | 0.12 | −0.10 | 0.07 | 0.14* | 0.01 |
rs9470080 | 0.06 | 0.19 | −0.08 | 0.12 | 0.03 | 0.61 |
变量 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||
---|---|---|---|---|---|---|
β | p | β | p | β | p | |
rs7208505 | −0.02 | 0.57 | 0.01 | 0.90 | 0.05 | 0.21 |
rs6198 | 0.03 | 0.51 | 0.03 | 0.35 | −0.02 | 0.64 |
rs41423247 | −0.04 | 0.30 | 0.09 | 0.02* | −0.03 | 0.43 |
rs17581262 | 0.02 | 0.67 | 0.05 | 0.17 | −0.002 | 0.95 |
rs1360780 | −0.04 | 0.33 | 0.004 | 0.92 | 0.03 | 0.52 |
rs9470080 | −0.05 | 0.16 | 0.05 | 0.23 | −0.01 | 0.75 |
表1 HPA轴系统单基因对青少年心理适应主效应分析
变量 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||
---|---|---|---|---|---|---|
β | p | β | p | β | p | |
rs7208505 | −0.02 | 0.57 | 0.01 | 0.90 | 0.05 | 0.21 |
rs6198 | 0.03 | 0.51 | 0.03 | 0.35 | −0.02 | 0.64 |
rs41423247 | −0.04 | 0.30 | 0.09 | 0.02* | −0.03 | 0.43 |
rs17581262 | 0.02 | 0.67 | 0.05 | 0.17 | −0.002 | 0.95 |
rs1360780 | −0.04 | 0.33 | 0.004 | 0.92 | 0.03 | 0.52 |
rs9470080 | −0.05 | 0.16 | 0.05 | 0.23 | −0.01 | 0.75 |
变量 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||
---|---|---|---|---|---|---|
β | p | β | p | β | p | |
-rs7208505 | 0.07** | 0.002 | / | / | 0.05* | 0.03 |
-rs6198 | 0.05** | 0.003 | / | / | 0.05* | 0.01 |
-rs41423247 | 0.06** | 0.002 | / | / | 0.05* | 0.02 |
-rs17581262 | 0.05** | 0.005 | / | / | 0.04* | 0.03 |
-rs1360780 | 0.06** | 0.003 | / | / | 0.06* | 0.047 |
-rs9470080 | 0.06** | 0.01 | / | / | 0.09** | 0.002 |
表1 独立的HPA轴系统(n-1)MGPSs与环境的交互作用对青少年社会适应的影响(父子模型)
变量 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||
---|---|---|---|---|---|---|
β | p | β | p | β | p | |
-rs7208505 | 0.07** | 0.002 | / | / | 0.05* | 0.03 |
-rs6198 | 0.05** | 0.003 | / | / | 0.05* | 0.01 |
-rs41423247 | 0.06** | 0.002 | / | / | 0.05* | 0.02 |
-rs17581262 | 0.05** | 0.005 | / | / | 0.04* | 0.03 |
-rs1360780 | 0.06** | 0.003 | / | / | 0.06* | 0.047 |
-rs9470080 | 0.06** | 0.01 | / | / | 0.09** | 0.002 |
变量 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||
---|---|---|---|---|---|---|
β | p | β | p | β | p | |
-rs7208505 | 0.04* | 0.04 | −0.04 | 0.12 | 0.05* | 0.03 |
-rs6198 | 0.04* | 0.03 | −0.04* | 0.047 | 0.05* | 0.01 |
-rs41423247 | 0.05* | 0.02 | −0.04* | 0.05 | 0.05* | 0.02 |
-rs17581262 | 0.03 | 0.12 | −0.05* | 0.05 | 0.04* | 0.03 |
-rs1360780 | 0.06* | 0.03 | −0.06* | 0.05 | 0.06* | 0.047 |
-rs9470080 | 0.06* | 0.03 | −0.06* | 0.048 | 0.09** | 0.002 |
表2 独立的HPA轴系统(n-1)MGPSs与环境的交互作用对青少年社会适应的影响(母子模型)
变量 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||
---|---|---|---|---|---|---|
β | p | β | p | β | p | |
-rs7208505 | 0.04* | 0.04 | −0.04 | 0.12 | 0.05* | 0.03 |
-rs6198 | 0.04* | 0.03 | −0.04* | 0.047 | 0.05* | 0.01 |
-rs41423247 | 0.05* | 0.02 | −0.04* | 0.05 | 0.05* | 0.02 |
-rs17581262 | 0.03 | 0.12 | −0.05* | 0.05 | 0.04* | 0.03 |
-rs1360780 | 0.06* | 0.03 | −0.06* | 0.05 | 0.06* | 0.047 |
-rs9470080 | 0.06* | 0.03 | −0.06* | 0.048 | 0.09** | 0.002 |
人口学变量 | χ2 | p |
---|---|---|
性别 | 0.25 | 0.65 |
是否独生 | 0.04 | 0.88 |
父母婚姻状况 | 2.98 | 0.40 |
家庭经济条件 | 1.83 | 0.77 |
表1 随机样本人口学差异检验
人口学变量 | χ2 | p |
---|---|---|
性别 | 0.25 | 0.65 |
是否独生 | 0.04 | 0.88 |
父母婚姻状况 | 2.98 | 0.40 |
家庭经济条件 | 1.83 | 0.77 |
变量 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
β | t | p | 95% CI | β | t | p | 95% CI | β | t | p | 95% CI | |
亲子关系 | −0.31 | −5.77*** | < 0.001 | (−0.41, −0.04) | 0.04 | 0.78 | 0.44 | (−0.07, 0.16) | / | / | / | / |
童年期创伤 | 0.27 | 4.49*** | < 0.001 | (0.15, 0.39) | −0.11 | −1.59 | 0.11 | (−0.24, 0.02) | 0.33 | 6.56*** | < 0.001 | (0.23, 0.43) |
MGPS | −0.03 | −0.53 | 0.60 | (−0.12, 0.07) | 0.04 | 0.71 | 0.48 | (−0.07, 0.14) | 0.01 | 0.30 | 0.77 | (−0.08, 0.11) |
E1 × E2 | −0.05 | −1.06 | 0.29 | (−0.14, 0.04) | −0.03 | −0.58 | 0.57 | (−0.13, 0.07) | 0.06 | −1.32 | 0.16 | (−0.03, 0.15) |
E1 × G | −0.03 | −0.68 | 0.50 | (−0.12, 0.06) | −0.03 | −0.64 | 0.52 | (−0.13, 0.07) | / | / | / | / |
E2 × G | 0.03 | 0.64 | 0.52 | (−0.07, 0.14) | −0.01 | −0.08 | 0.93 | (−0.12, 0.11) | / | / | / | / |
E1 × E2 × G | −0.01 | −0.12 | 0.90 | (−0.09, 0.08) | −0.04 | −0.79 | 0.43 | (−0.12, 0.05) | / | / | / | / |
R2 | 0.24 | 0.02 | 0.12 | |||||||||
F | 15.23*** | 1.04 | 15.17*** |
表2 青少年社会适应的G × E × E检验 (父子模型sample 1)
变量 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
β | t | p | 95% CI | β | t | p | 95% CI | β | t | p | 95% CI | |
亲子关系 | −0.31 | −5.77*** | < 0.001 | (−0.41, −0.04) | 0.04 | 0.78 | 0.44 | (−0.07, 0.16) | / | / | / | / |
童年期创伤 | 0.27 | 4.49*** | < 0.001 | (0.15, 0.39) | −0.11 | −1.59 | 0.11 | (−0.24, 0.02) | 0.33 | 6.56*** | < 0.001 | (0.23, 0.43) |
MGPS | −0.03 | −0.53 | 0.60 | (−0.12, 0.07) | 0.04 | 0.71 | 0.48 | (−0.07, 0.14) | 0.01 | 0.30 | 0.77 | (−0.08, 0.11) |
E1 × E2 | −0.05 | −1.06 | 0.29 | (−0.14, 0.04) | −0.03 | −0.58 | 0.57 | (−0.13, 0.07) | 0.06 | −1.32 | 0.16 | (−0.03, 0.15) |
E1 × G | −0.03 | −0.68 | 0.50 | (−0.12, 0.06) | −0.03 | −0.64 | 0.52 | (−0.13, 0.07) | / | / | / | / |
E2 × G | 0.03 | 0.64 | 0.52 | (−0.07, 0.14) | −0.01 | −0.08 | 0.93 | (−0.12, 0.11) | / | / | / | / |
E1 × E2 × G | −0.01 | −0.12 | 0.90 | (−0.09, 0.08) | −0.04 | −0.79 | 0.43 | (−0.12, 0.05) | / | / | / | / |
R2 | 0.24 | 0.02 | 0.12 | |||||||||
F | 15.23*** | 1.04 | 15.17*** |
变量 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
β | t | p | 95% CI | β | t | p | 95% CI | β | t | p | 95% CI | |
亲子关系 | −0.36 | −7.31*** | < 0.001 | (−0.46, −0.26) | 0.16 | 3.09** | 0.002 | (0.06, 0.27) | / | / | / | / |
童年期创伤 | 0.16 | 3.12*** | 0.002 | (0.06, 0.26) | −0.18 | −3.47** | 0.001 | (−0.29, −0.08) | 0.41 | 8.05*** | < 0.001 | (0.31, 0.50) |
MGPS | 0.07 | 1.38 | 0.17 | (−0.03, 0.18) | −0.05 | −0.97 | 0.33 | (−0.16, 0.06) | 0.02 | 0.45 | 0.65 | (−0.08, 0.13) |
E1 × E2 | 0.04 | 0.71 | 0.48 | (−0.07, 0.14) | −0.16 | −2.78** | 0.01 | (−0.27, −0.05) | 0.13 | 2.47* | 0.01 | (0.03, 0.23) |
E1 × G | −0.07 | −1.40 | 0.16 | (−0.17, 0.03) | 0.08 | 1.54 | 0.12 | (−0.02, 0.19) | / | / | / | / |
E2 × G | 0.04 | 0.69 | 0.49 | (−0.07, 0.15) | −0.01 | −0.12 | 0.91 | (−0.12, 0.11) | / | / | / | / |
E1 × E2 × G | 0.09 | 1.87 | 0.07 | (−0.03, 0.18) | −0.04 | −0.74 | 0.46 | (−0.15, 0.07) | / | / | / | / |
R2 | 0.19 | 0.10 | 0.16 | |||||||||
F | 11.51*** | 5.26*** | 22.21*** |
表3 青少年社会适应的G × E × E检验 (父子模型sample 2)
变量 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
β | t | p | 95% CI | β | t | p | 95% CI | β | t | p | 95% CI | |
亲子关系 | −0.36 | −7.31*** | < 0.001 | (−0.46, −0.26) | 0.16 | 3.09** | 0.002 | (0.06, 0.27) | / | / | / | / |
童年期创伤 | 0.16 | 3.12*** | 0.002 | (0.06, 0.26) | −0.18 | −3.47** | 0.001 | (−0.29, −0.08) | 0.41 | 8.05*** | < 0.001 | (0.31, 0.50) |
MGPS | 0.07 | 1.38 | 0.17 | (−0.03, 0.18) | −0.05 | −0.97 | 0.33 | (−0.16, 0.06) | 0.02 | 0.45 | 0.65 | (−0.08, 0.13) |
E1 × E2 | 0.04 | 0.71 | 0.48 | (−0.07, 0.14) | −0.16 | −2.78** | 0.01 | (−0.27, −0.05) | 0.13 | 2.47* | 0.01 | (0.03, 0.23) |
E1 × G | −0.07 | −1.40 | 0.16 | (−0.17, 0.03) | 0.08 | 1.54 | 0.12 | (−0.02, 0.19) | / | / | / | / |
E2 × G | 0.04 | 0.69 | 0.49 | (−0.07, 0.15) | −0.01 | −0.12 | 0.91 | (−0.12, 0.11) | / | / | / | / |
E1 × E2 × G | 0.09 | 1.87 | 0.07 | (−0.03, 0.18) | −0.04 | −0.74 | 0.46 | (−0.15, 0.07) | / | / | / | / |
R2 | 0.19 | 0.10 | 0.16 | |||||||||
F | 11.51*** | 5.26*** | 22.21*** |
变量 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
β | t | p | 95% CI | β | t | p | 95% CI | β | t | p | 95% CI | |
亲子关系 | −0.24 | −4.48*** | < 0.001 | (−0.34, −0.13) | 0.11 | 1.95 | 0.05 | (−0.001, 0.22) | / | / | / | / |
童年期创伤 | 0.37 | 6.66*** | < 0.001 | (0.26, 0.47) | −0.09 | −1.54 | 0.13 | (−0.20, 0.02) | 0.33 | 6.56*** | < 0.001 | (0.23, 0.43) |
MGPS | −0.03 | −0.61 | 0.54 | (−0.13, 0.07) | 0.02 | 0.41 | 0.68 | (−0.08, 0.12) | 0.01 | 0.30 | 0.77 | (−0.08, 0.11) |
E1 × E2 | 0.03 | 0.67 | 0.50 | (−0.06, 0.12) | −0.02 | −0.49 | 0.62 | (−0.12, 0.07) | 0.06 | −1.32 | 0.16 | (−0.03, 0.15) |
E1 × G | −0.08 | −1.82 | 0.07 | (−0.17, 0.01) | −0.08 | −1.90 | 0.06 | (−0.18, 0.003) | / | / | / | / |
E2 × G | −0.01 | −0.14 | 0.89 | (−0.11, 0.09) | −0.03 | −0.52 | 0.60 | (−0.13, 0.08) | / | / | / | / |
E1 × E2 × G | −0.01 | −0.26 | 0.79 | (−0.09, 0.07) | −0.08 | −1.86 | 0.06 | (−0.15, 0.001) | / | / | / | / |
R2 | 0.21 | 0.05 | 0.12 | |||||||||
F | 13.09*** | 2.29* | 15.17*** |
表4 青少年社会适应的G × E × E检验 (母子模型sample 1)
变量 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
β | t | p | 95% CI | β | t | p | 95% CI | β | t | p | 95% CI | |
亲子关系 | −0.24 | −4.48*** | < 0.001 | (−0.34, −0.13) | 0.11 | 1.95 | 0.05 | (−0.001, 0.22) | / | / | / | / |
童年期创伤 | 0.37 | 6.66*** | < 0.001 | (0.26, 0.47) | −0.09 | −1.54 | 0.13 | (−0.20, 0.02) | 0.33 | 6.56*** | < 0.001 | (0.23, 0.43) |
MGPS | −0.03 | −0.61 | 0.54 | (−0.13, 0.07) | 0.02 | 0.41 | 0.68 | (−0.08, 0.12) | 0.01 | 0.30 | 0.77 | (−0.08, 0.11) |
E1 × E2 | 0.03 | 0.67 | 0.50 | (−0.06, 0.12) | −0.02 | −0.49 | 0.62 | (−0.12, 0.07) | 0.06 | −1.32 | 0.16 | (−0.03, 0.15) |
E1 × G | −0.08 | −1.82 | 0.07 | (−0.17, 0.01) | −0.08 | −1.90 | 0.06 | (−0.18, 0.003) | / | / | / | / |
E2 × G | −0.01 | −0.14 | 0.89 | (−0.11, 0.09) | −0.03 | −0.52 | 0.60 | (−0.13, 0.08) | / | / | / | / |
E1 × E2 × G | −0.01 | −0.26 | 0.79 | (−0.09, 0.07) | −0.08 | −1.86 | 0.06 | (−0.15, 0.001) | / | / | / | / |
R2 | 0.21 | 0.05 | 0.12 | |||||||||
F | 13.09*** | 2.29* | 15.17*** |
变量 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
β | t | p | 95% CI | β | t | p | 95% CI | β | t | p | 95% CI | |
亲子关系 | −0.19 | −4.16*** | <0.001 | (−0.28, −0.10) | 0.15 | 2.83** | 0.005 | (0.05, 0.25) | / | / | / | / |
童年期创伤 | 0.34 | 7.05*** | <0.001 | (0.24, 0.43) | −0.19 | −2.83*** | <0.001 | (−0.29, −0.08) | 0.41 | 8.05*** | <0.001 | (0.31, 0.50) |
MGPS | −0.05 | −0.99 | 0.32 | (−0.10, 0.09) | −0.08 | −1.35 | 0.18 | (−0.19, 0.03) | 0.02 | 0.45 | 0.65 | (−0.08, 0.13) |
E1 × E2 | −0.01 | −0.13 | 0.90 | (−0.10, 0.09) | −0.15 | −2.75** | 0.01 | (−0.26, −0.04) | 0.13 | 2.47* | 0.01 | (0.03, 0.23) |
E1 × G | −0.03 | −0.55 | 0.58 | (−0.13, 0.07) | 0.04 | 0.77 | 0.44 | (−0.07, 0.16) | / | / | / | / |
E2 × G | 0.01 | 0.25 | 0.80 | (−0.09, 0.12) | −0.004 | −0.07 | 0.94 | (−0.12, 0.12) | / | / | / | / |
E1 × E2 × G | 0.09 | −1.83 | 0.07 | (−0.16, 0.04) | −0.06 | −1.00 | 0.32 | (−0.18, 0.06) | / | / | / | / |
R2 | 0.20 | 0.09 | 0.16 | |||||||||
F | 12.36*** | 4.31*** | 22.21*** |
表5 青少年社会适应的G × E × E检验 (母子模型sample 2)
变量 | 抑郁症状 | 亲社会行为 | 自伤行为 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
β | t | p | 95% CI | β | t | p | 95% CI | β | t | p | 95% CI | |
亲子关系 | −0.19 | −4.16*** | <0.001 | (−0.28, −0.10) | 0.15 | 2.83** | 0.005 | (0.05, 0.25) | / | / | / | / |
童年期创伤 | 0.34 | 7.05*** | <0.001 | (0.24, 0.43) | −0.19 | −2.83*** | <0.001 | (−0.29, −0.08) | 0.41 | 8.05*** | <0.001 | (0.31, 0.50) |
MGPS | −0.05 | −0.99 | 0.32 | (−0.10, 0.09) | −0.08 | −1.35 | 0.18 | (−0.19, 0.03) | 0.02 | 0.45 | 0.65 | (−0.08, 0.13) |
E1 × E2 | −0.01 | −0.13 | 0.90 | (−0.10, 0.09) | −0.15 | −2.75** | 0.01 | (−0.26, −0.04) | 0.13 | 2.47* | 0.01 | (0.03, 0.23) |
E1 × G | −0.03 | −0.55 | 0.58 | (−0.13, 0.07) | 0.04 | 0.77 | 0.44 | (−0.07, 0.16) | / | / | / | / |
E2 × G | 0.01 | 0.25 | 0.80 | (−0.09, 0.12) | −0.004 | −0.07 | 0.94 | (−0.12, 0.12) | / | / | / | / |
E1 × E2 × G | 0.09 | −1.83 | 0.07 | (−0.16, 0.04) | −0.06 | −1.00 | 0.32 | (−0.18, 0.06) | / | / | / | / |
R2 | 0.20 | 0.09 | 0.16 | |||||||||
F | 12.36*** | 4.31*** | 22.21*** |
变量 | 总分 | I1 | I2 | 变量 | 总分 | I1 | I2 |
---|---|---|---|---|---|---|---|
F | p | η2p | F | p | η2p | ||
父子关系 | 0.22 | 0.64 | 0.002 | 母子关系 | 0.87 | 0.35 | 0.007 |
童年期创伤 | 0.05 | 0.82 | 0.000 | 童年期创伤 | 0.003 | 0.96 | 0.000 |
MGPS | 0.15 | 0.71 | 0.001 | MGPS | 0.09 | 0.77 | 0.001 |
E1 × E2 | 0.001 | 0.97 | 0.000 | E1 × E2 | 1.72 | 0.19 | 0.014 |
E1 × G | 0.63 | 0.43 | 0.005 | E1 × G | 0.02 | 0.89 | 0.000 |
E2 × G | 0.98 | 0.33 | 0.008 | E2 × G | 0.95 | 0.33 | 0.008 |
E1 × E2 × G | 0.77 | 0.38 | 0.006 | E1 × E2 × G | 0.002 | 0.97 | 0.000 |
表1 青少年亲社会行为的G × E × E检验
变量 | 总分 | I1 | I2 | 变量 | 总分 | I1 | I2 |
---|---|---|---|---|---|---|---|
F | p | η2p | F | p | η2p | ||
父子关系 | 0.22 | 0.64 | 0.002 | 母子关系 | 0.87 | 0.35 | 0.007 |
童年期创伤 | 0.05 | 0.82 | 0.000 | 童年期创伤 | 0.003 | 0.96 | 0.000 |
MGPS | 0.15 | 0.71 | 0.001 | MGPS | 0.09 | 0.77 | 0.001 |
E1 × E2 | 0.001 | 0.97 | 0.000 | E1 × E2 | 1.72 | 0.19 | 0.014 |
E1 × G | 0.63 | 0.43 | 0.005 | E1 × G | 0.02 | 0.89 | 0.000 |
E2 × G | 0.98 | 0.33 | 0.008 | E2 × G | 0.95 | 0.33 | 0.008 |
E1 × E2 × G | 0.77 | 0.38 | 0.006 | E1 × E2 × G | 0.002 | 0.97 | 0.000 |
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