Inflammatory signatures distinguish metabolic health in African American women with obesity.
Abstract
Obesity-driven Type 2 diabetes (T2D) is a systemic inflammatory condition associated with cardiovascular disease. However, plasma cytokines and tissue inflammation that discriminate T2D risk in African American women with obese phenotypes are not well understood. We analyzed 64 circulating cytokines and chemokines in plasma of 120 African American women enrolled in the Black Women's Health Study. We used regression analysis to identify cytokines and chemokines associated with obesity, co-morbid T2D and hypertension, and compared results to obese women without these co-morbidities, as well as to lean women without the co-morbidities. We then used hierarchical clustering to generate inflammation signatures by combining the effects of identified cytokines and chemokines and summarized the signatures using an inflammation score. The analyses revealed six distinct signatures of sixteen cytokines/chemokines (P = 0.05) that differed significantly by prevalence of T2D (P = 0.004), obesity (P = 0.0231) and overall inflammation score (P < E-12). Signatures were validated in two independent cohorts of African American women with obesity: thirty nine subjects with no metabolic complications or with T2D and hypertension; and thirteen breast reduction surgical patients. The signatures in the validation cohorts closely resembled the distributions in the discovery cohort. We find that blood-based cytokine profiles usefully associate inflammation with T2D risks in vulnerable subjects, and should be combined with metabolism and obesity counselling for personalized risk assessment.
추출된 의학 개체 (NER)
| 유형 | 영어 표현 | 한국어 / 풀이 | UMLS CUI | 출처 | 등장 |
|---|---|---|---|---|---|
| 시술 | breast reduction
|
유방성형술 | dict | 1 | |
| 해부 | tissue
|
scispacy | 1 | ||
| 해부 | plasma
|
scispacy | 1 | ||
| 해부 | breast
|
유방 | dict | 1 | |
| 해부 | cardiovascular
|
scispacy | 1 | ||
| 해부 | plasma cytokines
|
scispacy | 1 | ||
| 질환 | obesity
|
C0028754
Obesity
|
scispacy | 1 | |
| 질환 | Type 2 diabetes
|
C0011860
Diabetes Mellitus, Non-Insulin-Dependent
|
scispacy | 1 | |
| 질환 | T2D
→ Type 2 diabetes
|
C0011860
Diabetes Mellitus, Non-Insulin-Dependent
|
scispacy | 1 | |
| 질환 | cardiovascular disease
|
C0007222
Cardiovascular Diseases
|
scispacy | 1 | |
| 질환 | inflammation
|
C0021368
Inflammation
|
scispacy | 1 | |
| 질환 | hypertension
|
C0020538
Hypertensive disease
|
scispacy | 1 | |
| 기타 | T2D
→ Type 2 diabetes
|
scispacy | 1 | ||
| 기타 | cytokines/chemokines
|
scispacy | 1 | ||
| 기타 | patients
|
scispacy | 1 | ||
| 기타 | women
|
scispacy | 1 |
MeSH Terms
Black or African American; Biomarkers; Chemokines; Cytokines; Diabetes Mellitus, Type 2; Female; Glycated Hemoglobin; Humans; Hypertension; Hypoglycemic Agents; Inflammation; Mammaplasty; Metabolic Syndrome; Metformin; Middle Aged; Obesity; Prevalence; Severity of Illness Index; Thinness; Waist-Hip Ratio
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