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Abstract Background Lipedema is characterized by disproportionate gluteofemoral adiposity, often regarded as a metabolic sink, yet its relationship with systemic autoimmunity, specifically celiac disease (CD), remains unexplored. Objective We investigated the immunometabolic profiles and body composition patterns distinguishing lipedema phenotypes from celiac disease autoimmunity. Methods This cross-sectional analysis included 3,833 women from NHANES 2011–2014. Celiac disease was defined by strict serology (tTG-IgA+ and EMA-IgA+), while the lipedema phenotype was defined as a leg-to-trunk fat ratio >90th percentile via dual-energy X-ray absorptiometry (DXA). We assessed gynoid fat mass, HOMA-IR, and neutrophil-to-lymphocyte ratio (NLR) compared to controls. Results CD prevalence was 0.56% (n=11). Women with CD exhibited significantly lower gynoid region percent fat compared to non-celiacs (39.5% vs. 42.6%, p=0.0007). Conversely, the lipedema phenotype was associated with a distinct anti-inflammatory and insulin-sensitive profile, characterized by 44.2% lower HOMA-IR (p<0.001) and 7.6% lower NLR (p=0.012) compared to controls. While broad lipedema criteria did not reach statistical significance for CD exclusion due to low case numbers (p=0.570), no celiac cases were observed in the highest tier of gynoid adiposity. Conclusions Although prevalence differences did not reach statistical significance, this study of US women demonstrates a phenotypic divergence where celiac disease is associated with reduced gynoid adiposity, contrasting with the superior immunometabolic profile observed in the lipedema phenotype. These findings suggest that these conditions represent opposing physiological states regarding gynoid adipose tissue function. Clinical Trial Registry number and website where it was obtained Not applicable. This study is a secondary analysis of de-identified, publicly available data from the National Health and Nutrition Examination Survey (NHANES), which is not a clinical trial requiring separate registration. Registry and registry number for systematic reviews or meta-analyses. Not applicable. This is an original cross-sectional epidemiological study, not a systematic review or meta-analysis. Statement of Significance This is the first nationally representative study to identify a phenotypic divergence between the lipedema phenotype and celiac disease, demonstrating that celiac autoimmunity is associated with a specific reduction in gynoid adiposity that persists even in obesity. These findings challenge the malnutrition paradigm and provide novel epidemiological support for the "Immunological Shield" hypothesis, characterizing gluteofemoral adiposity as a distinct immunometabolic state that is biologically opposed to Th1-mediated autoimmunity.