The diagnostic value of the combination of hemoglobin, CA199, CA125, and HE4 in endometriosis

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⚙ AI-generated summary by gemini-2.5-flash-lite, 2026-07-09 ⓘ

This study found that a diagnostic model combining hemoglobin, CA199, CA125, and HE4 achieved high sensitivity and specificity for diagnosing endometriosis compared to individual markers.

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Abstract

BACKGROUND: We aimed to analyze the differences in the peripheral blood cells and tumor biomarkers between the patients with endometriosis and healthy people, and establish a more efficient combined diagnostic model. METHODS: We retrospectively analyzed the differences in the peripheral blood cells and tumor biomarkers between the patients with endometriosis and healthy people. Binary logistic regression analysis was used to establish a combined diagnostic model. We plotted the receiver operator characteristic (ROC) curve to analyze the diagnostic efficiency of different diagnostic indexes. RESULTS: Compared with patients in the control group, patients in the endometriosis group had significantly lower eosinophil% (p = 0.045), neutrophil (p = 0.001), lymphocyte (p < 0.001), red blood cells (RBCs) (p < 0.001), and hemoglobin (HGB) (p < 0.001), and had significantly higher monocyte% (p = 0.008), monocyte-to-lymphocyte ratio (MLR) (p = 0.001), platelet-to-lymphocyte ratio (PLR) (p < 0.001), carbohydrate antigen (CA)-199 (p < 0.001), CA125 (p < 0.001), human epididymis protein (HE)-4 (p < 0.001), and the risk of ovarian malignancy algorithm (ROMA) (p < 0.001). The combined diagnostic model of HGB, CA199, CA125, and HE4 was established by binary logistic regression analysis. The ROC curve showed that the combined diagnostic model reached a sensitivity of 85.4%, a specificity of 78.83%, and an area under the curve of 0.900, which was significantly higher than that of the individual index in endometriosis diagnosis. CONCLUSION: The combined diagnostic model of HGB, CA199, CA125, and HE4 may provide a new approach for the early non-invasive diagnosis of endometriosis.

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Condition tags

endometriosis

MeSH descriptors

Algorithms Algorithms Antigens, Tumor-Associated, Carbohydrate Biomarkers CA-125 Antigen Endometriosis Hemoglobins Membrane Proteins WAP Four-Disulfide Core Domain Protein 2 Adult Adult Antigens, Tumor-Associated, Carbohydrate Antigens, Tumor-Associated, Carbohydrate Biomarkers Biomarkers Blood Platelets Blood Platelets Blood Platelets CA-125 Antigen CA-125 Antigen

Citation neighborhood (2-hop)

Papers in the corpus that this work cites (lower rings, blue) and that cite this one (upper rings, green). Dot size scales with the paper's in-corpus citation count — bigger dot = more influential within the endo/adeno field. Click a dot to open that paper. Outer rings show 2-hop neighbours — papers reached through the immediate citers/citees. [ collapse to 1-hop ]

References (24)

Cited by (22)

Source provenance

europepmc
last seen: 2026-10-13T06:10:10.580696+00:00
openalex
last seen: 2026-06-10T17:14:06.276822+00:00
pubmed
last seen: 2026-10-08T21:32:03.440833+00:00
License: CC0 · commercial use OK