Is the preoperative routine blood test workable to distinguish early-stage from advanced-stage ovarian cancer?

OBJECTIVE: Preoperative routine blood test, such as complete blood counts (CBC) and nutrition markers may be associated with outcome of patients with epithelial ovarian cancer (OC); however, the value of the aforementioned test associated with the stage of OC is uncertain. This study aimed to determine the association between ten routine laboratory-based indices and the early-stage or advanced-stage OC (easOC or adsOC), particularly in low-resource country. MATERIALS AND METHODS: This retrospective cross-sectional analysis enrolled 98 patients with histologically confirmed OC who were treated between 2022 and 2023. The 10 preoperative indices calculated from CBC and nutrition markers included platelet-to-lymphocyte ratio (PLR), prognostic nutritional index (PNI), hemoglobin-albumin-lymphocyte-platelet score (HALPS), lymphocyte-to-monocyte ratio (LMR), monocyte-to-albumin ratio (MAR), platelet-to-albumin ratio (PAR), monocyte-to-lymphocyte ratio (MLR), white blood cell-to-hemoglobin ratio (WHR), monocyte-to-hemoglobin ratio (MHR), and hemoglobin-to-lymphocyte ratio (HLR). Group differences and discriminatory ability for easOC (International Federation of Gynecology and Obstetrics [FIGO] I-II) versus adsOC (FIGO III-IV) disease were assessed using nonparametric tests and receiver operating characteristic (ROC) analyses. RESULTS: Most indices showed no significant variation across the FIGO stages. Patients with adsOC had significantly lower PNI (p = 0.013), whereas their MAR showed a borderline increase (p = 0.054). ROC analysis demonstrated modest performance; PNI achieved the highest area under the curve (AUC, 0.648; p = 0.009; specificity, 75.4%), and MAR showed an AUC of 0.615 (p = 0.048; sensitivity, 78%). All the other indices demonstrated limited discriminatory values (AUC, 0.51-0.60). CONCLUSION: The value of the preoperative routine blood test, such as CBC and nutrition markers for distinguishing easOC from adsOC may be limited, although PNI and MAR showed the positive association. A large cohort study may be needed to clarify the association between preoperative routine blood test and staging OC.

Authors

Institutions

Publication Details

Journal
Taiwanese Journal of Obstetrics and Gynecology
Published
2026-10-29
DOI
https://doi.org/10.1016/j.tjog.2026.07.020
Primary Topic
Ovarian cancer diagnosis and treatment
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Is the preoperative routine blood test workable to distinguish early-stage from advanced-stage ovarian cancer?

Brahmana Askandar Tjokroprawiro, Hanif Ardiansyah Sulistya, Setyo Teguh Waluyo, Renata Alya Ulhaq et al.
Taiwanese Journal of Obstetrics and Gynecology
Ovarian cancer diagnosis and treatment
article

Is the preoperative routine blood test workable to distinguish early-stage from advanced-stage ovarian cancer?

Brahmana Askandar Tjokroprawiro, Hanif Ardiansyah Sulistya, Setyo Teguh Waluyo, Renata Alya Ulhaq, Khoirunnisa Novitasari, Peng‐Hui Wang
article en

Abstract

OBJECTIVE: Preoperative routine blood test, such as complete blood counts (CBC) and nutrition markers may be associated with outcome of patients with epithelial ovarian cancer (OC); however, the value of the aforementioned test associated with the stage of OC is uncertain. This study aimed to determine the association between ten routine laboratory-based indices and the early-stage or advanced-stage OC (easOC or adsOC), particularly in low-resource country. MATERIALS AND METHODS: This retrospective cross-sectional analysis enrolled 98 patients with histologically confirmed OC who were treated between 2022 and 2023. The 10 preoperative indices calculated from CBC and nutrition markers included platelet-to-lymphocyte ratio (PLR), prognostic nutritional index (PNI), hemoglobin-albumin-lymphocyte-platelet score (HALPS), lymphocyte-to-monocyte ratio (LMR), monocyte-to-albumin ratio (MAR), platelet-to-albumin ratio (PAR), monocyte-to-lymphocyte ratio (MLR), white blood cell-to-hemoglobin ratio (WHR), monocyte-to-hemoglobin ratio (MHR), and hemoglobin-to-lymphocyte ratio (HLR). Group differences and discriminatory ability for easOC (International Federation of Gynecology and Obstetrics [FIGO] I-II) versus adsOC (FIGO III-IV) disease were assessed using nonparametric tests and receiver operating characteristic (ROC) analyses. RESULTS: Most indices showed no significant variation across the FIGO stages. Patients with adsOC had significantly lower PNI (p = 0.013), whereas their MAR showed a borderline increase (p = 0.054). ROC analysis demonstrated modest performance; PNI achieved the highest area under the curve (AUC, 0.648; p = 0.009; specificity, 75.4%), and MAR showed an AUC of 0.615 (p = 0.048; sensitivity, 78%). All the other indices demonstrated limited discriminatory values (AUC, 0.51-0.60). CONCLUSION: The value of the preoperative routine blood test, such as CBC and nutrition markers for distinguishing easOC from adsOC may be limited, although PNI and MAR showed the positive association. A large cohort study may be needed to clarify the association between preoperative routine blood test and staging OC.

Taiwanese Journal of Obstetrics and GynecologyVol. 65(6)
National Yang Ming Chiao Tung University (TW), Universitas Airlangga (ID), Taipei Veterans General Hospital (TW), China Medical University Hospital (TW), Lambung Mangkurat University (ID)
Taipei Veterans General Hospital
Good health and well-being
Openalex Percentile: Top 11%
Ovarian cancer diagnosis and treatment
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon