Skip to content
Review

Association of obesity and preoperative inflammatory biomarkers with aggressive clinicopathological features in papillary thyroid carcinoma: A retrospective cohort study

Jul 2026 · World Journal of Advanced Research and Reviews · Vol 31, pp. 1758-1767 · 0 citations

TL;DR

Elevated BMI and preoperative NLR, PLR, and MLR are independently associated with aggressive pathological features in PTC and these low-cost, routine biomarkers may improve preoperative risk stratification after external validation.

Abstract

Objective: The rising incidence of papillary thyroid carcinoma (PTC) parallels the global obesity epidemic. Chronic low-grade inflammation, a hallmark of obesity, has been hypothesized to promote tumor aggressiveness. This study aimed to determine whether elevated body mass index (BMI) and preoperative inflammatory indices are associated with aggressive clinicopathological features in PTC. Material and methods: We conducted a retrospective study including 486 patients who underwent total thyroidectomy for histologically confirmed PTC at Hassan II University Hospital, Fez, between 2022 and 2026. Preoperative complete blood counts were used to calculate NLR, PLR, and MLR. BMI was classified according to WHO criteria. Pathological reports were reviewed for tumor size, lymph node (LN) metastasis, extrathyroidal extension (ETE), multifocality, BRAF V600E mutation, and ATA risk stratification. Statistical analyses included Chi-square, Mann-Whitney U, multivariate logistic regression, and ROC curve analysis. Results: Among 486 patients (67.9% female, mean age 43 years), 52% had BMI ≥ 25 kg/m². Overall, lymph node metastasis was present in 214 patients (44%) and extrathyroidal extension (ETE) in 155 patients (32%). Overweight/obese patients (BMI ≥ 25) had significantly higher rates of tumor size >20 mm (51% vs. 28%, p=0.018), LN metastasis (55% vs. 32%, p=0.024), ETE (41% vs. 22%, p=0.031), multifocality (57% vs. 38%, p=0.042), and high ATA risk (29% vs. 12%, p=0.038). On multivariate analysis, BMI ≥ 25 independently predicted LN metastasis (OR 2.3, p=0.024) and ETE (OR 2.8, p=0.031). Regarding inflammatory indices, NLR >2.5 (AUC 0.74) predicted LN metastasis and ETE, while PLR >120 (AUC 0.68) predicted multifocality and larger tumor size. BRAF V600E status was available for 30.9% of patients, where an MLR >0.28 (AUC 0.65) was significantly associated with BRAF V600E positivity and disease recurrence Conclusion: Elevated BMI and preoperative NLR, PLR, and MLR are independently associated with aggressive pathological features in PTC. These low-cost, routine biomarkers may improve preoperative risk stratification after external validation.

View source

Similar papers

Open access Sep 2026

Clinical-Pathological and Molecular Predictors of Recurrence in Papillary Thyroid Cancer in Adolescent and Young Adult Patients in the Republic of Kazakhstan

Introduction: Papillary thyroid cancer (PTC) is characterized by a favorable prognosis; however, disease recurrence remains a clinically significant problem among adolescent and young adult (AYA) patients. The prognostic role of molecular alterations in this age group remains insufficiently studied, especially in Centr...

Mussulmanova Madina Aziyatovna, Pak Laura Alekseevna · 0 citations
Review Open access Sep 2026

Prognostic Value of a Seven-Factor Risk Stratification System in T3N0 Colon Cancer: A Single-Center Retrospective Study

Background and Objectives: This study aimed to validate the prognostic value of clinicopathologic risk factors and assess the discriminatory performance of a guideline-based seven-factor risk stratification system in T3N0 colon cancer. Secondary objectives included examining the independent prognostic role of mucinous...

A. Çelebi, Eren Meral, Fırat Akagündüz et al. · 0 citations
Open access Aug 2026

Coexistent Hashimoto’s thyroiditis modulates lymph node metastasis burden in papillary thyroid carcinoma: a single-center study in South China

Concomitant HT is associated with a reduced metastatic burden rather than an increased prevalence of CLNM in patients with papillary thyroid carcinoma (PTC), and the necessity of prophylactic central lymph node dissection warrants individualized assessment combining clinical data and intraoperative observations to avoi...

Tianyu Gan, Dongyuan Gan, Guansheng Liao · 0 citations
Open access Aug 2026

Preoperative CA125 and metabolic factors associated with high-risk pathology in endometrial cancer

Higher preoperative CA125 was independently associated with the composite adverse pathological phenotype and may provide complementary preoperative risk information pending prospective validation, Overall, higher preoperative CA125 was independently associated with the composite adverse pathological phenotype.

Yi-Nuo Wang, Yu-Xiang Yan, Wen Sun et al. · 0 citations
Open access Sep 2026

ASSOCIATION OF TUMOR DEPOSITS WITH TUMOR PATHOLOGY AND SURVIVAL IN GASTRIC CANCER: A CROSS-SECTIONAL STUDY

ABSTRACT Background: Tumor deposits (TDs) are recognized as adverse prognostic factors in colorectal cancer and are incorporated as N1c in the TNM staging system. Their significance in gastric cancer (GC), however, remains less clear. Objective: This study aimed to investigate the association of TDs with pathological f...

Nasrin Sarkhani, Bahareh Mehramuz, Aliakbar Shekarchi et al. · 0 citations
Open access Sep 2026

Value of preoperative peripheral blood inflammation markers in predicting prognosis after radical gastric cancer surgery

We aimed to systematically investigate the association between ten preoperative peripheral blood inflammatory markers and the clinicopathologic characteristics and outcomes of gastric cancer (GC) and develop a prediction model for overall survival (OS) based on these markers. We conducted retrospective analyses of the...

Xiang Li, Wei Dai, Feng Wen et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.