Table 1 140 Metabolite markers and 2 ratios correlated with BMI classifications (FDR < 0.05).

From: Metabolic remodeling and the modulatory role of vitamin D deficiency in African American children and adolescents with obesity

Marker

Group

Coefficient

p value

FDR

Gly

Amino acids

−0.3111

3.73E−09

9.77E−07

Tyr

Amino acids

0.279

1.62E−07

3.12E−05

Val

Amino acids

0.2377

5.21E−06

6.95E−04

Total_BCAA

Amino acids

0.2131

4.98E−05

5.78E−03

His

Amino acids

−0.2149

9.00E−05

9.80E−03

ApoB

Apolipoproteins

0.2972

3.03E−08

6.65E−06

ApoA1

Apolipoproteins

−0.261

2.29E−07

4.29E−05

HDL_C

Cholesterol

−0.3424

1.17E−11

4.76E−09

VLDL_C

Cholesterol

0.3521

7.49E−11

2.55E−08

Remnant_C

Cholesterol

0.2638

9.07E−07

1.41E−04

non_HDL_C

Cholesterol

0.2382

6.56E−06

8.56E−04

LDL_C

Cholesterol

0.2088

6.15E−05

6.96E−03

Clinical_LDL_C

Cholesterol

0.2086

6.82E−05

7.60E−03

HDL_CE

Cholesteryl esters

−0.3566

1.74E−12

8.58E−10

VLDL_CE

Cholesteryl esters

0.3345

6.53E−10

1.94E−07

LDL_CE

Cholesteryl esters

0.2188

2.57E−05

3.07E−03

MUFA_pct

Fatty acids

0.3163

5.00E−09

1.23E−06

PUFA_by_MUFA

Fatty acids

−0.285

5.60E−08

1.14E−05

Omega_6_pct

Fatty acids

−0.2298

6.60E−06

8.56E−04

MUFA

Fatty acids

0.2359

7.20E−06

9.25E−04

PUFA_pct

Fatty acids

−0.2028

5.38E−05

6.14E−03

VLDL_FC

Free cholesterol

0.375

3.87E−12

1.72E−09

HDL_FC

Free cholesterol

−0.2851

1.66E−08

3.81E−06

GlycA

Inflammation

0.3724

1.11E−12

5.64E−10

VLDL_P

Lipoprotein particle concentrations

0.3623

2.69E−11

1.01E−08

LDL_P

Lipoprotein particle concentrations

0.2946

3.68E−08

7.72E−06

HDL_P

Lipoprotein particle concentrations

−0.1772

4.10E−04

0.0412

HDL_size

Lipoprotein particle sizes

−0.5136

1.34E−22

6.37E−19

VLDL_size

Lipoprotein particle sizes

0.4156

2.00E−15

1.90E−12

L_HDL_CE

Lipoprotein subclasses

−0.5624

3.36E−24

4.80E−20

L_HDL_C

Lipoprotein subclasses

−0.5517

4.95E−23

3.53E−19

L_HDL_P

Lipoprotein subclasses

−0.5034

4.18E−21

1.49E−17

L_HDL_L

Lipoprotein subclasses

−0.4907

1.91E−20

5.46E−17

L_HDL_FC

Lipoprotein subclasses

−0.5336

2.56E−18

4.79E−15

L_HDL_PL

Lipoprotein subclasses

−0.4977

2.69E−18

4.79E−15

L_VLDL_L

Lipoprotein subclasses

0.4624

2.38E−18

4.79E−15

XL_VLDL_L

Lipoprotein subclasses

0.4474

2.03E−17

2.90E−14

L_VLDL_TG

Lipoprotein subclasses

0.5011

1.21E−16

1.57E−13

L_VLDL_FC

Lipoprotein subclasses

0.4285

3.82E−16

4.55E−13

L_VLDL_P

Lipoprotein subclasses

0.4281

7.64E−16

8.39E−13

XL_HDL_CE

Lipoprotein subclasses

−0.461

8.13E−15

7.25E−12

XL_VLDL_P

Lipoprotein subclasses

0.4094

1.43E−14

1.20E−11

L_VLDL_C

Lipoprotein subclasses

0.4024

2.70E−14

2.03E−11

XL_VLDL_C

Lipoprotein subclasses

0.4027

2.91E−14

2.07E−11

XL_VLDL_CE

Lipoprotein subclasses

0.3852

2.32E−13

1.56E−10

M_VLDL_TG

Lipoprotein subclasses

0.3748

6.22E−13

3.55E−10

XL_HDL_L

Lipoprotein subclasses

−0.3973

8.66E−13

4.57E−10

L_VLDL_CE

Lipoprotein subclasses

0.373

2.15E−12

1.02E−09

XL_HDL_C

Lipoprotein subclasses

−0.4261

3.76E−12

1.72E−09

S_VLDL_P

Lipoprotein subclasses

0.3783

6.08E−12

2.63E−09

S_VLDL_L

Lipoprotein subclasses

0.3749

7.24E−12

3.04E−09

S_VLDL_CE

Lipoprotein subclasses

0.3691

1.40E−11

5.54E−09

M_VLDL_L

Lipoprotein subclasses

0.3488

4.50E−11

1.61E−08

XL_VLDL_FC

Lipoprotein subclasses

0.3437

6.75E−11

2.35E−08

XL_HDL_P

Lipoprotein subclasses

−0.3867

8.30E−11

2.75E−08

S_VLDL_C

Lipoprotein subclasses

0.3518

9.87E−11

3.20E−08

S_HDL_TG

Lipoprotein subclasses

0.3428

1.75E−10

5.53E−08

S_VLDL_PL

Lipoprotein subclasses

0.3403

3.34E−10

1.04E−07

M_VLDL_P

Lipoprotein subclasses

0.3346

4.79E−10

1.46E−07

M_HDL_CE

Lipoprotein subclasses

−0.3002

3.34E−09

9.00E−07

XL_VLDL_PL

Lipoprotein subclasses

0.3099

4.67E−09

1.17E−06

M_VLDL_PL

Lipoprotein subclasses

0.3054

7.80E−09

1.89E−06

S_VLDL_FC

Lipoprotein subclasses

0.3101

9.59E−09

2.28E−06

M_HDL_C

Lipoprotein subclasses

−0.2883

1.23E−08

2.87E−06

S_LDL_TG

Lipoprotein subclasses

0.3004

2.76E−08

6.26E−06

XL_VLDL_TG

Lipoprotein subclasses

0.2664

2.91E−08

6.48E−06

M_VLDL_FC

Lipoprotein subclasses

0.2973

3.15E−08

6.82E−06

L_LDL_P

Lipoprotein subclasses

0.2956

3.32E−08

7.06E−06

M_LDL_P

Lipoprotein subclasses

0.2934

3.95E−08

8.17E−06

S_VLDL_TG

Lipoprotein subclasses

0.2961

6.23E−08

1.25E−05

M_HDL_P

Lipoprotein subclasses

−0.2697

9.12E−08

1.78E−05

XS_VLDL_FC

Lipoprotein subclasses

0.2738

2.51E−07

4.58E−05

XS_VLDL_P

Lipoprotein subclasses

0.2783

2.81E−07

5.08E−05

L_VLDL_PL

Lipoprotein subclasses

0.2553

3.22E−07

5.75E−05

XS_VLDL_L

Lipoprotein subclasses

0.2765

3.36E−07

5.92E−05

M_HDL_L

Lipoprotein subclasses

−0.2574

3.45E−07

5.93E−05

XXL_VLDL_CE

Lipoprotein subclasses

0.2751

3.43E−07

5.93E−05

M_LDL_TG

Lipoprotein subclasses

0.2711

3.53E−07

5.99E−05

XL_HDL_PL

Lipoprotein subclasses

−0.3125

4.70E−07

7.70E−05

XXL_VLDL_P

Lipoprotein subclasses

0.2642

5.37E−07

8.61E−05

M_LDL_CE

Lipoprotein subclasses

0.2584

5.89E−07

9.24E−05

M_HDL_PL

Lipoprotein subclasses

−0.2481

9.98E−07

1.53E−04

L_LDL_TG

Lipoprotein subclasses

0.2577

1.25E−06

1.89E−04

S_LDL_P

Lipoprotein subclasses

0.2597

1.29E−06

1.93E−04

S_LDL_L

Lipoprotein subclasses

0.255

1.33E−06

1.98E−04

M_LDL_L

Lipoprotein subclasses

0.2503

1.41E−06

2.07E−04

S_LDL_CE

Lipoprotein subclasses

0.2517

1.74E−06

2.53E−04

S_LDL_PL

Lipoprotein subclasses

0.2526

1.91E−06

2.72E−04

M_LDL_PL

Lipoprotein subclasses

0.2469

1.94E−06

2.74E−04

M_LDL_C

Lipoprotein subclasses

0.2455

2.21E−06

3.07E−04

XXL_VLDL_C

Lipoprotein subclasses

0.2541

2.21E−06

3.07E−04

XS_VLDL_C

Lipoprotein subclasses

0.2493

3.79E−06

5.15E−04

S_LDL_C

Lipoprotein subclasses

0.2409

4.54E−06

6.10E−04

M_VLDL_C

Lipoprotein subclasses

0.2449

6.35E−06

8.39E−04

IDL_TG

Lipoprotein subclasses

0.2422

7.53E−06

9.60E−04

M_HDL_FC

Lipoprotein subclasses

−0.218

9.76E−06

1.22E−03

XS_VLDL_TG

Lipoprotein subclasses

0.2373

1.51E−05

1.85E−03

IDL_P

Lipoprotein subclasses

0.2318

1.54E−05

1.88E−03

XS_VLDL_CE

Lipoprotein subclasses

0.2293

2.15E−05

2.59E−03

XS_VLDL_PL

Lipoprotein subclasses

0.1983

4.36E−05

5.09E−03

XXL_VLDL_L

Lipoprotein subclasses

0.2129

5.03E−05

5.79E−03

XXL_VLDL_PL

Lipoprotein subclasses

0.2121

6.23E−05

6.99E−03

M_LDL_FC

Lipoprotein subclasses

0.2057

7.96E−05

8.81E−03

L_LDL_PL

Lipoprotein subclasses

0.2057

8.57E−05

9.41E−03

S_LDL_FC

Lipoprotein subclasses

0.2018

1.21E−04

0.0129

L_LDL_L

Lipoprotein subclasses

0.1992

1.35E−04

0.0143

L_LDL_CE

Lipoprotein subclasses

0.1971

1.51E−04

0.0159

L_LDL_C

Lipoprotein subclasses

0.1884

3.04E−04

0.0312

M_VLDL_CE

Lipoprotein subclasses

0.2262

3.23E−04

0.0329

IDL_PL

Lipoprotein subclasses

0.192

3.32E−04

0.0336

TG_by_PG

Other lipids

0.4456

7.98E−18

1.26E−14

VLDL_PL

Phospholipids

0.3919

4.75E−13

2.95E−10

HDL_PL

Phospholipids

−0.2977

4.35E−09

1.11E−06

LDL_PL

Phospholipids

0.2271

1.45E−05

1.80E−03

L_HDL_CE_pct

Relative lipoprotein lipid concentrations

−0.6231

2.40E−13

1.56E−10

L_HDL_C_pct

Relative lipoprotein lipid concentrations

−0.6828

8.07E−13

4.43E−10

XL_HDL_TG_pct

Relative lipoprotein lipid concentrations

0.3728

1.93E−11

7.46E−09

S_HDL_TG_pct

Relative lipoprotein lipid concentrations

0.3525

3.36E−11

1.23E−08

XL_HDL_C_pct

Relative lipoprotein lipid concentrations

0.3478

9.63E−10

2.80E−07

M_HDL_C_pct

Relative lipoprotein lipid concentrations

−0.3295

1.01E−09

2.88E−07

L_LDL_FC_pct

Relative lipoprotein lipid concentrations

−0.3226

1.22E−09

3.35E−07

M_HDL_CE_pct

Relative lipoprotein lipid concentrations

−0.3208

3.76E−09

9.77E−07

M_HDL_PL_pct

Relative lipoprotein lipid concentrations

0.2745

6.86E−08

1.36E−05

M_LDL_FC_pct

Relative lipoprotein lipid concentrations

−0.2777

2.09E−07

3.98E−05

XL_HDL_FC_pct

Relative lipoprotein lipid concentrations

0.2369

2.42E−07

4.48E−05

M_LDL_CE_pct

Relative lipoprotein lipid concentrations

0.2563

4.20E−07

7.06E−05

XL_VLDL_CE_pct

Relative lipoprotein lipid concentrations

−0.2653

4.39E−07

7.29E−05

M_VLDL_CE_pct

Relative lipoprotein lipid concentrations

−0.4099

5.47E−07

8.66E−05

S_HDL_PL_pct

Relative lipoprotein lipid concentrations

−0.261

1.78E−06

2.56E−04

XL_VLDL_C_pct

Relative lipoprotein lipid concentrations

−0.2442

3.21E−06

4.41E−04

M_HDL_TG_pct

Relative lipoprotein lipid concentrations

0.2289

9.18E−06

1.16E−03

L_HDL_PL_pct

Relative lipoprotein lipid concentrations

0.6495

3.94E−05

4.65E−03

M_VLDL_C_pct

Relative lipoprotein lipid concentrations

−0.2183

9.30E−05

0.01

L_HDL_TG_pct

Relative lipoprotein lipid concentrations

0.1946

2.72E−04

0.0285

M_LDL_TG_pct_by_L_HDL_PL

Relative lipoprotein lipid concentrations/Lipoprotein subclasses

−0.0114

2.76E−04

0.0287

XL_VLDL_TG_pct_by_L_HDL_TG

Relative lipoprotein lipid concentrations/Lipoprotein subclasses

0.0278

2.82E−04

0.0291

VLDL_L

Total lipids

0.4117

2.25E−14

1.78E−11

HDL_L

Total lipids

−0.3075

1.19E−09

3.32E−07

LDL_L

Total lipids

0.2195

2.58E−05

3.07E−03

VLDL_TG

Triglycerides

0.4308

1.35E−15

1.38E−12

Total_TG

Triglycerides

0.3882

6.02E−13

3.55E−10

LDL_TG

Triglycerides

0.2679

5.00E−07

8.11E−05