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Background <p>Inflammation indices are emerging predictors of diseases. Monoclonal gammopathy of undetermined significance (MGUS) is a precancerous state and chronic inflammation may drive MGUS progression. This study aimed to evaluate the association between inflammatory markers and MGUS.</p> Methods <p>Data from the National Health and Nutrition Examination Survey (NHANES) III and 1999–2004 were collected from 6,383 participants. MGUS subtypes were identified using immunofixation electrophoresis. Seven inflammatory indices [lymphocyte count (LC), neutrophil count (NC), platelet-neutrophil product (PPN), systemic immune inflammation index (SII), platelet-lymphocyte ratio (PLR), and C-reactive protein (CRP)] were calculated. Weighted multivariate regression and subgroup analyses assessed the relationships, reported as odds ratios (ORs) and 95% confidence intervals (CIs).</p> Results <p>Of the 6383 patients included in the study, 157 (2.45%) underwent MGUS. There was a significant correlation trend between ln PPN level and the development of MGUS, especially at low levels (OR: 2.62, 95% CI: 1.54–4.75, <i>p-trend</i> = 0.001), while the correlation between PLR level and MGUS was not obvious. In the subgroup analysis, a significant association between PPN level and MGUS was mainly found in the overall population, female sex, non-Hispanic black, non-hypercholesterolemia, non-type 2 diabetes (T2D), high school education or above, and divorced or widowed; however, there was no significant interaction between PPN level and MGUS in each subgroup.</p> Conclusion <p>PPN levels were significantly associated with MGUS development. Our study identified PPN as a novel and convenient inflammatory marker with potential clinical relevance. Although preliminary, the observed associations highlight the need for validation through longitudinal studies before considering their clinical applications.</p>

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Association of product of platelet and neutrophil count with monoclonal gammopathy of undetermined significance: a cross-sectional analysis of the NHANES

  • 期刊论文

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  • 发表日期：

    2025年8月18日

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  • Lijie Wang,
  • Peiyao Yang,
  • Huijie Nan,
  • Wenqian Li,
  • Yuanyuan Liu,
  • Fangfang Xu,
  • Mingyue Shi,
  • Yanliang Bai

摘要

Background

Inflammation indices are emerging predictors of diseases. Monoclonal gammopathy of undetermined significance (MGUS) is a precancerous state and chronic inflammation may drive MGUS progression. This study aimed to evaluate the association between inflammatory markers and MGUS.

Methods

Data from the National Health and Nutrition Examination Survey (NHANES) III and 1999–2004 were collected from 6,383 participants. MGUS subtypes were identified using immunofixation electrophoresis. Seven inflammatory indices [lymphocyte count (LC), neutrophil count (NC), platelet-neutrophil product (PPN), systemic immune inflammation index (SII), platelet-lymphocyte ratio (PLR), and C-reactive protein (CRP)] were calculated. Weighted multivariate regression and subgroup analyses assessed the relationships, reported as odds ratios (ORs) and 95% confidence intervals (CIs).

Results

Of the 6383 patients included in the study, 157 (2.45%) underwent MGUS. There was a significant correlation trend between ln PPN level and the development of MGUS, especially at low levels (OR: 2.62, 95% CI: 1.54–4.75, p-trend = 0.001), while the correlation between PLR level and MGUS was not obvious. In the subgroup analysis, a significant association between PPN level and MGUS was mainly found in the overall population, female sex, non-Hispanic black, non-hypercholesterolemia, non-type 2 diabetes (T2D), high school education or above, and divorced or widowed; however, there was no significant interaction between PPN level and MGUS in each subgroup.

Conclusion

PPN levels were significantly associated with MGUS development. Our study identified PPN as a novel and convenient inflammatory marker with potential clinical relevance. Although preliminary, the observed associations highlight the need for validation through longitudinal studies before considering their clinical applications.