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人工智能对接受性别确认激素治疗的跨性别患者心电图特征及间期变化的评估

Artificial intelligence evaluation of electrocardiographic characteristics and interval changes in transgender patients on gender-affirming hormone therapy.

作者信息

Adel Fadi W, Sang Philip, Walsh Connor, Maheshwari Arvind, Cummings Paige, Attia Zachi, Mangold Kathryn, Davidge-Pitts Caroline, Lopez-Jimenez Francisco, Friedman Paul, Noseworthy Peter A, Mankad Rekha

机构信息

Department of Cardiovascular Medicine, Mayo Clinic, 200 1st St SW, Rochester, MN 55905, USA.

Department of Internal Medicine, Mayo Clinic, 200 1st St SW, Rochester, MN 55905, USA.

出版信息

Eur Heart J Digit Health. 2024 Oct 15;6(1):55-62. doi: 10.1093/ehjdh/ztae076. eCollection 2025 Jan.

Abstract

AIMS

Gender-affirming hormone therapy (GAHT) is used by some transgender individuals (TG), who comprise 1.4% of US population. However, the effects of GAHT on electrocardiogram (ECG) remain unknown. The objective is to assess the effects of GAHT on ECG changes in TG.

METHODS AND RESULTS

Twelve-lead ECGs of TG on GAHT at the Mayo Clinic were inspected using a validated artificial intelligence (AI) algorithm. The algorithm assigns a patient's ECG male pattern probability on a scale of 0 (female) to 1 (male). In the primary analysis, done separately for transgender women (TGW) and transgender men (TGM), 12-lead ECGs were used to estimate the male pattern probability before and after GAHT. In a subanalysis, only patients with both pre- and post-GAHT EGCs were included. Further, the autopopulated PR, QRS, and QTc intervals were compared before and after GAHT. Among TGW ( = 86), the probability (mean ± SD) of an ECG male pattern was 0.84 ± 0.25 in the pre-GAHT group, and it was lowered to 0.59 ± 0.36 in the post-GAHT group ( = 173, < 7.8 × 10). Conversely, among TGM, male pattern probability was 0.16 ± 0.28 ( = 47) in the pre-GAHT group, and it was higher at 0.41 ± 0.38 in the post-GAHT group ( = 53, < 2.4×10). The trend persisted in the subanalysis. Furthermore, both the PR ( = 5.68 × 10) and QTc intervals ( = 6.65×10) prolonged among TGW. Among TGM, the QTc interval shortened ( = 4.8 × 10).

CONCLUSION

Among TG, GAHT is associated with ECG changes trending towards gender congruence, as determined by the AI algorithm and ECG intervals. Prospective studies are warranted to understand GAHT effects on cardiac structure and function.

摘要

目的

性别确认激素疗法(GAHT)被一些跨性别者(TG)使用,跨性别者占美国人口的1.4%。然而,GAHT对心电图(ECG)的影响尚不清楚。目的是评估GAHT对TG心电图变化的影响。

方法和结果

使用经过验证的人工智能(AI)算法检查梅奥诊所接受GAHT的TG的12导联心电图。该算法根据0(女性)至1(男性)的量表为患者的心电图男性模式概率赋值。在主要分析中,分别对跨性别女性(TGW)和跨性别男性(TGM)进行,使用12导联心电图估计GAHT前后的男性模式概率。在亚分析中,仅纳入了GAHT前后均有心电图的患者。此外,比较了GAHT前后自动填充的PR、QRS和QTc间期。在TGW中(n = 86),GAHT前组心电图男性模式的概率(平均值±标准差)为0.84±0.25,GAHT后组降至0.59±0.36(n = 173,P < 7.8×10⁻⁶)。相反,在TGM中,GAHT前组男性模式概率为0.16±0.28(n = 47),GAHT后组更高,为0.41±0.38(n = 53,P < 2.4×10⁻³)。该趋势在亚分析中持续存在。此外,TGW中PR间期(P = 5.68×10⁻⁴)和QTc间期(P = 6.65×10⁻⁴)均延长。在TGM中,QTc间期缩短(P = 4.8×10⁻³)。

结论

在TG中,GAHT与心电图变化相关,趋势是趋于性别一致,这由AI算法和心电图间期确定。有必要进行前瞻性研究以了解GAHT对心脏结构和功能的影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9bb1/11750187/6622541f7116/ztae076_ga.jpg

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