Andrieu Thomas, Duo Angelo, Duempelmann Lea, Patzak Magdalena, Saner Flurina Annacarina Maria, Skrabalova Jitka, Donato Cinzia, Nestorov Peter, Mueller Michael D
Endometriosis & Gynaecological Oncology Laboratory (EndoGO), Department for Biomedical Research (DBMR), University of Bern, Murtenstrasse 35, 3008 Bern, Switzerland.
Inselspital Universitätsspital Bern, Women's Hospital-Universitätsklinik für Frauenheilkunde, Friedbühlstrasse 19, 3010 Bern, Switzerland.
Int J Mol Sci. 2024 Dec 5;25(23):13071. doi: 10.3390/ijms252313071.
This study aimed to identify unique characteristics in the peripheral blood mononuclear cells (PBMCs) of endometriosis patients and develop a non-invasive early diagnostic tool. Using single-cell RNA sequencing (scRNA-seq), we constructed the first single-cell atlas of PBMCs from endometriosis patients based on 107,964 cells and 25,847 genes. Within CD16 monocytes, we discovered as a dysregulated gene. To assess its diagnostic potential, we measured peritoneal fluid (PF) and serum JUP levels in a large cohort of 199 patients including 20 women with ovarian cancer (OC). JUP was barely detectable in PF but was significantly elevated in the serum of patients with endometriosis and OC, with levels 1.33 and 2.34 times higher than controls, respectively. Additionally, JUP was found in conditioned culture media of CD14/CD16 monocytes aligning with our scRNA-seq data. Serum JUP levels correlated with endometriosis severity and endometrioma presence but were unaffected by dysmenorrhea, menstrual cycle, or adenomyosis. When combined with CA125 (cancer antigen 125) JUP enhanced the specificity of endometriosis diagnosis from 89.13% (CA125 measured alone) to 100%. While sensitivity remains a challenge at 19%, our results suggest that JUP's potential to enhance diagnostic accuracy warrants additional investigation. Furthermore, employing serum JUP as a stratification marker unlocked the potential to identify additional endometriosis-related genes, offering novel insights into disease pathogenesis.
本研究旨在确定子宫内膜异位症患者外周血单个核细胞(PBMC)的独特特征,并开发一种非侵入性早期诊断工具。我们使用单细胞RNA测序(scRNA-seq),基于107,964个细胞和25,847个基因构建了首个子宫内膜异位症患者PBMC单细胞图谱。在CD16单核细胞中,我们发现了一个失调基因。为评估其诊断潜力,我们在包括20名卵巢癌(OC)女性在内的199名患者的大型队列中测量了腹腔液(PF)和血清JUP水平。PF中几乎检测不到JUP,但在子宫内膜异位症和OC患者的血清中显著升高,水平分别比对照组高1.33倍和2.34倍。此外,在CD14/CD16单核细胞的条件培养基中发现了JUP,这与我们的scRNA-seq数据一致。血清JUP水平与子宫内膜异位症严重程度和子宫内膜瘤的存在相关,但不受痛经、月经周期或子宫腺肌病的影响。当与CA125(癌抗原125)联合使用时,JUP将子宫内膜异位症诊断的特异性从89.13%(单独测量CA125)提高到100%。虽然敏感性仍为19%,是一个挑战,但我们的结果表明JUP提高诊断准确性的潜力值得进一步研究。此外,将血清JUP用作分层标志物开启了识别其他子宫内膜异位症相关基因的潜力,为疾病发病机制提供了新的见解。