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. 2022 Aug 30;13(6):2136–2148. doi: 10.1093/advances/nmac077

TABLE 1.

List of biomarkers for various disease and intermediate mechanisms for various morbidities from systematic reviews and meta-analyses including cardiovascular, diabetes and weight, and other outcomes1

Favorable Neutral Unfavorable
Blood lipids
 HDLs (72) (59), (85), (62), (69), (70), (71), (73), (77), (81), (90), (93), (99), (100), (101), (105), (66), (75), (109), (56) (79)
 LDLs (62), (69), (70), (81), (93), (99), (100), (105), (75), (79), (56) (71), (73), (77), (90), (101), (72), (66), (109)  —
 Triglycerides (59), (85), (62), (69), (70), (71), (77), (81), (93), (75), (56) (59), (73), (81), (90), (99), (100), (101), (105), (72), (66), (79), (109)
 Total cholesterol (59), (62), (69), (70), (71), (81), (81), (93), (99), (100), (101), (105), (75), (79), (56) (73), (77), (81), (90), (72), (66, 109)
 Lipoprotein A (106), (70)
 ApoA (62), (79)
 ApoB (62), (69), (79)
Endothelial function
 Brachial artery diameter (65)
 Flow-mediated dilatation (116), (86), (95), (108) (85), (62), (65), (56)
Blood pressure
 Systolic blood pressure (trials) (55), (73), (78), (112), (66), (77) (63), (69), (71), (80), (89), (72), (79), (109), (62), (85)
 Diastolic blood pressure (trials) (63), (78), (112), (77) (85), (62), (69), (71), (73), (80), (89), (55), (72), (79), (109), (66)
 Hypertension (observational) (107), (41), (118)
Body composition and weight
 Body composition (74)
 Body weight (120), (121), (122), (123), (68, 87), (124) (125), (124), (68), (115), (64), (74)
 BMI (123), (115), (124) (121), (124), (68), (64), (74)
 Energy intake (125)
 Fat mass (68), (121) (124), (68)
 Overweight/obesity risk (120), (121)
 Waist circumference (120), (124) (60), (121), (68), (115), (64), (74)
Hunger and fullness
 Fullness (125)
 Hunger (125)
 Leptin (84)
Glucose and insulin
 Fasting blood glucose (60), (97), (98), (60), (123), (88) (74)
 Glycemic control (88), (114), (123)
 Insulin sensitivity (98)
 Fasting plasma insulin (98) (97)
 Adiponectin (84), (94)
 HOMA-IR (123), (88) (74)
 HbA1c (97), (98), (88)
 Glycemic indices (92) (74), (92)
Inflammation
 C-reactive protein (58), (102) (84), (95), (102), (103), (113)
 TNF-α (58), (102) (84), (95)
 IL-6, IL-10 (58) (84), (95), (102)
 Vascular, intercellular, andendothelial-leukocyte celladhesion proteins 1 (VCAM-1,ICAM-1, E-selectin) (58) (95)
 Antioxidant defense system (67), (129)
Gut microbiota
 Fecal microbiota (24), (25)
Cognitive function
 Cognitive performance (54) (110)
1

Studies are categorized based on biomarker change [favorable/reduced disease risk, neutral (no significant change), or unfavorable/increased risk], and listed by reference number. HbA1c, glycated hemoglobin; ICAM-1, intercellular adhesion molecule 1; VCAM-1, vascular cell adhesion molecule 1.