中华皮肤科杂志 ›› 2026, Vol. 59 ›› Issue (1): 28-35.doi: 10.35541/cjd.20250426

• 论著 • 上一篇    下一篇

基于DIA-LFQ蛋白质组学技术分析男性雄激素性秃发患者血清蛋白特征

屈紫晴   冯里茹2    梁雄顺2    徐万娜2    胡绪乔2    洪文旭1,2   

  1. 1汕头大学公共卫生学院,汕头  515041;2深圳市慢性病防治中心  深圳市皮肤病防治研究所,深圳  518020
  • 收稿日期:2025-08-05 修回日期:2025-11-28 发布日期:2026-01-06
  • 通讯作者: 洪文旭 E-mail:szbloodcenter@hotmail.com
  • 基金资助:
    深圳市皮肤病防治研究所重点培育学科项目

Serum proteomic profiling of male patients with androgenetic alopecia using the DIA-LFQ proteomics technology

Qu Ziqing1, Feng Liru2, Liang Xiongshun2, Xu Wanna2, Hu Xuqiao2, Hong Wenxu1,2   

  1. 1School of Public Health, Shantou University, Shantou 515041, China; 2Shenzhen Center for Chronic Disease Control, Shenzhen Institute of Dermatology, Shenzhen 518020, China
  • Received:2025-08-05 Revised:2025-11-28 Published:2026-01-06
  • Contact: Hong Wenxu E-mail:szbloodcenter@hotmail.com
  • Supported by:
    Shenzhen Institute of Dermatology Key Cultivation Discipline Fund

摘要: 【摘要】 目的 分析男性雄激素性秃发(MPHL)患者血清中的蛋白特征及其诊断价值。方法 (1)发现人群:基于入库顺序和系统抽样方法选择深圳市慢性病防治中心2023年6月至2024年9月皮肤病流行病学调查项目中MPHL患者(MPHL组)及与其年龄、性别1∶1匹配的非MPHL受试者(对照组)的血清样本。采用数据非依赖采集的非标记定量(DIA-LFQ)蛋白质组学技术结合R语言软件筛选两组间差异表达蛋白,同时进行基因本体论(GO)和京都基因和基因组数据库(KEGG)通路富集分析。(2)验证人群:从上述流行病学调查项目中另行抽取MPHL患者(MPHL组)及与其年龄、性别1∶1匹配的非MPHL受试者(对照组)的血清样本,对筛选的差异表达蛋白进行酶联免疫吸附试验(ELISA)验证。统计分析采用两独立样本t检验、Mann-Whitney U检验比较组间差异,采用Spearman相关分析评估差异表达蛋白与生化指标的相关性,并利用受试者操作特征(ROC)曲线和曲线下面积(AUC)评价差异表达蛋白对MPHL的诊断性能。结果 (1)发现人群:MPHL组33例,对照组33例。经DIA-LFQ技术共筛选出34种差异表达蛋白,与对照组相比,MPHL组中18种蛋白表达下调,16种表达上调(均P < 0.05);GO分析显示,这些差异表达蛋白主要富集在膜褶皱组织、肌动蛋白丝相关过程的调控等生物学过程,特异性颗粒腔等细胞组分,以及清道夫受体活性、糖胺聚糖结合等分子功能;KEGG分析显示,这些差异表达蛋白主要参与白细胞跨内皮迁移等通路;ROC曲线分析显示,6种差异表达蛋白对MPHL有一定诊断价值(AUC值为0.65 ~ 0.67,均P < 0.05),包括钙调理蛋白2、蛋白聚糖4、甲状腺素转运蛋白、普列克底物蛋白、依赖维生素K的蛋白Z和肝甘油三酯脂肪酶(LIPC)。(2)验证人群:MPHL组83例,对照组83例;ELISA显示,MPHL组LIPC表达水平[M(Q1,Q3):2.98(2.65,3.56) ng/ml]高于对照组[2.80(2.53,3.29) ng/ml],Z = -2.14,P = 0.032;Spearman相关分析显示,MPHL组LIPC水平与稳态模型评估胰岛素抵抗(HOMA-IR)指数、胰岛素水平呈正相关(均rs = 0.24,均P < 0.05);ROC曲线分析显示,LIPC预测MPHL的AUC(95% CI)为0.60(0.52,0.69),P = 0.021,敏感度为0.58,特异度为0.63。结论 基于DIA-LFQ技术,本研究发现并验证了LIPC在MPHL患者血清中表达上调,其可能作为MPHL早期诊断的新型候选生物标志物。

关键词: 秃发, 男性雄激素性秃发, 数据非依赖采集的非标记定量蛋白质组学, 肝甘油三酯脂肪酶

Abstract: 【Abstract】 Objective To analyze the serum proteomic profiles and their diagnostic value in male patients with male pattern hair loss (MPHL). Methods (1) Discovery population: serum samples from MPHL patients (MPHL group) and age- and sex-matched (1∶1) non-MPHL controls (control group) were selected based on accession order and systematic sampling from the Dermatological Epidemiological Survey Project at the Shenzhen Center for Chronic Disease Control between June 2023 and September 2024. The data-independent acquisition label-free quantitative (DIA-LFQ) proteomics technology combined with R software was used to screen differentially expressed proteins (DEPs) between the two groups, and Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were performed. (2) Validation population: another set of serum samples from MPHL patients (MPHL group) and age- and sex-matched (1∶1) non-MPHL controls (control group) was selected from the aforementioned epidemiological survey project. The screened DEPs were validated using enzyme-linked immunosorbent assay (ELISA). Statistical analysis was carried out by using the two independent samples t-test and Mann-Whitney U test for comparisons between groups. Spearman correlation analysis was conducted to evaluate correlations between DEPs and biochemical parameters. The diagnostic performance of DEPs for MPHL was evaluated using receiver operating characteristic (ROC) curves and areas under the curve (AUCs). Results (1) Discovery population: 33 MPHL patients were included in the MPHL group and 33 non-MPHL controls in the control group. A total of 34 DEPs were identified via the DIA-LFQ technology. Compared with the control group, 18 proteins were downregulated and 16 were upregulated in the MPHL group (all P < 0.05). GO analysis revealed that these DEPs were primarily enriched in biological processes such as membrane ruffling and regulation of actin filament-related processes, cellular components such as the specific granule lumen, and molecular functions including scavenger receptor activity and glycosaminoglycan binding. KEGG analysis indicated that these DEPs were mainly involved in pathways such as leukocyte transendothelial migration. ROC curve analysis showed that 6 DEPs had potential diagnostic value for MPHL (AUCs: 0.65 - 0.67, all P < 0.05), including calponin 2, proteoglycan 4, transthyretin, pleckstrin, protein Z-dependent protease inhibitor, and hepatic lipase (LIPC). (2) Validation population: 83 MPHL patients were included in the MPHL group and 83 non-MPHL controls in the control group. ELISA showed that the expression level of LIPC was significantly higher in the MPHL group (median [Q1, Q3]: 2.98 [2.65, 3.56] ng/ml) than in the control group (2.80 [2.53, 3.29] ng/ml, Z = -2.14, P = 0.032). Spearman correlation analysis revealed positive correlations of LIPC levels with the homeostasis model assessment of insulin resistance (HOMA-IR) index and insulin levels (both rs = 0.24, both P < 0.05) in the MPHL group. ROC curve analysis demonstrated that LIPC had potential diagnostic value for MPHL, with an AUC (95% CI) of 0.60 (0.52, 0.69) (P = 0.021), a sensitivity of 0.58, and a specificity of 0.63. Conclusion Based on the DIA-LFQ technology, the upregulation of LIPC in the serum of MPHL patients was identified and validated, suggesting that LIPC may serve as a novel candidate biomarker for the early diagnosis of MPHL.

Key words: Alopecia, Male androgenetic alopecia, DIA-LFQ proteomics technology, Hepatic lipase

引用本文

屈紫晴 冯里茹 梁雄顺 徐万娜 胡绪乔 洪文旭. 基于DIA-LFQ蛋白质组学技术分析男性雄激素性秃发患者血清蛋白特征[J]. 中华皮肤科杂志, 2026,59(1):28-35. doi:10.35541/cjd.20250426

Qu Ziqing, Feng Liru, Liang Xiongshun, Xu Wanna, Hu Xuqiao, Hong Wenxu, . Serum proteomic profiling of male patients with androgenetic alopecia using the DIA-LFQ proteomics technology[J]. Chinese Journal of Dermatology, 2026, 59(1): 28-35.doi:10.35541/cjd.20250426