Skip to content
Review Open access

Glycemic control modifies the association between systemic inflammatory indices and diabetic neuropathy: Evidence from NHANES

Sep 2026 · Pakistan Journal of Medical Sciences · 0 citations · 23 references

TL;DR

Although systemic inflammatory indices were not significantly associated with neuropathy in the overall diabetic population, elevated NLR and SII were associated with neuropathy among individuals with poor glycemic control among individuals with poor glycemic control.

Abstract

Background and Objective: Chronic low-grade inflammation is increasingly recognised as a key contributor to diabetic peripheral neuropathy (DPN). However, there is limited evidence on inflammatory markers. We therefore examined the association between hematologic inflammatory indices, namely, neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), monocyte-to-lymphocyte ratio (MLR), and systemic immune-inflammation index (SII), with lower limb neuropathy. Methodology: We conducted a cross-sectional analysis of adults with diabetes aged ≥40 years from the National Health and Nutrition Examination Survey (NHANES) 1999–2004. Lower limb neuropathy was defined using standardized 10-g monofilament testing. Inflammatory indices (NLR, PLR, MLR, and SII) were calculated from complete blood counts and analyzed as continuous variables and tertiles. Survey-weighted logistic regression models were used to evaluate associations after adjustment for demographic factors, glycemic control, cardiovascular comorbidities, and lifestyle variables. Subgroup analyses were performed among individuals with poor glycemic control (HbA1c >8%).  Results: In the overall cohort, inflammatory indices were not independently associated with lower limb neuropathy in fully adjusted models. However, in individuals with HbA1c >8%, higher NLR and SII were significantly associated with increased odds of neuropathy, with graded relationships observed in tertile-based analyses.  Conclusions: Although systemic inflammatory indices were not significantly associated with neuropathy in the overall diabetic population, elevated NLR and SII were associated with neuropathy among individuals with poor glycemic control. Given the cross-sectional nature of data and limited adjustment of confounders, results must be interpreted with caution.

Read PDF

Similar papers

Review Open access Sep 2026

Systemic immune-inflammation index is associated with diabetic peripheral neuropathy: evidence from NHANES, an external clinical cohort, and exploratory human nerve gene-expression analysis

Background The association between the systemic immune-inflammation index (SII) and diabetic peripheral neuropathy (DPN) remains inconsistent across studies. We investigated the association between SII and prevalent DPN across independent populations and explored complementary biological context using human sural nerve...

Chen-Chen Kong, Zhen-Xuan Gao, Qu Jin et al. · 0 citations
Open access Oct 2026

Neutrophil-To-Lymphocyte Ratio and Glycemic Control in Adults With Type 2 Diabetes Mellitus: A Cross-Sectional Study

The neutrophil-to-lymphocyte ratio (NLR) is a simple and readily available marker of inflammation, and its relationship with type 2 diabetes mellitus (T2DM) and insulin resistance has been investigated by many researchers; however, its association with long-term glycemic control remains unclear and findings are inconsi...

B. Kadhim, Dhulfiqar A. Khaleel, M. H. Abdul Zahra · 0 citations
Oct 2026

Hematological Parameters and Glycemic Control in Type 2 Diabetes Mellitus: A Cross-Sectional Study with Focus on Neutrophil-to-lymphocyte Ratio.

BACKGROUND Inflammation plays a central role in the pathogenesis of Type 2 Diabetes Mellitus (T2DM). The neutrophil-to-lymphocyte ratio (NLR) has been proposed as a simple, cost-effective surrogate marker of systemic inflammation. However, its utility as a reliable indicator of glycemic control, measured by glycated he...

R. Mehra, Shrinivas Somalwar, Anand K. Pyati · 0 citations
Meta-analysis Open access Sep 2026

The association between the triglyceride-glucose index and diabetic peripheral neuropathy: a systematic review and meta-analysis

Background Diabetic peripheral neuropathy (DPN) is a prevalent and severe microvascular complication of type 2 diabetes mellitus (T2DM). Early risk screening and warning are critical for slowing disease progression. The triglyceride-glucose (TyG) index, a simple and efficient surrogate marker for assessing insulin resi...

Xin Gu, Mao-Ying Wei, Chan Wu et al. · 0 citations
Open access Aug 2026

Evaluation of Complete Blood Count–Derived Inflammatory Markers as Predictors of Poor Glycemic Control in Patients with Type 2 Diabetes Mellitus: A Retrospective Study

Background: Type 2 diabetes mellitus (T2DM) is accompanied by metabolic dysregulation and chronic low-grade inflammation. Routine complete blood count (CBC) parameters and derived inflammatory ratios may provide accessible complementary indicators of this inflammatory state. Methods: This retrospective study included 1...

Mabroukah Al-Rateeb, AbdulHakem AI-Tawil, Abdurhmman Bakkar · 0 citations
Open access Sep 2026

The leukocyte glucose index: a novel inflammatory-glucose biomarker for prevalent diabetic retinopathy and its supplementary predictive capacity in individuals with type 2 diabetes mellitus

Background The Leukocyte Glucose Index (LGI) reflects systemic inflammation and glycemic burden and has shown promising predictive value in cardiovascular and metabolic diseases. However, its association with prevalent diabetic retinopathy (DR) remains unclear. We investigated the association and dose–response relation...

Shi-Meng Huang, Li Wang, Cong-Shu Zhang 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.