Stable Isotope-Resolved Metabolomic Differences between Hormone-Responsive and Triple-Negative Breast Cancer Cell Lines
Table 3
Fold-change differences for cell line intracellular (13C), consumption, and production (12C) concentration comparisons.
NMR signal
13C Glc
13C Gln
12C
Cell lines
BT474
MCF-7
MDA-MD-231
MDA-MB-468
BT474
MCF-7
MDA-MD-231
MDA-MB-468
BT474
MCF-7
MDA-MB-231
MDA-MB-468
Metabolites
2-Hydroxy-butyrate
relative to BT474
1.00
-4.25
1.32
-0.50
relative to MCF-7
1.74
1.00
2.30
1.65
relative to MDA-MB-231
-2.43
-5.65
1.00
-2.81
relative to MDA-MB-468
1.05
-3.95
1.39
1.00
Acetate
relative to BT474
1.00
-3.41
1.41
-1.99
relative to MCF-7
1.52
1.00
2.13
1.21
relative to MDA-MB-231
-2.89
-5.31
1.00
-4.31
relative to MDA-MB-468
1.25
-1.76
1.76
1.00
Adenosine
relative to BT474
1.00
-8.77
-8.75
1.29
1.00
-9.80
-9.44
-1.04
relative to MCF-7
8.16
1.00
1.02
10.54
50.10
1.00
2.80
44.90
relative to MDA-MB-231
8.01
-0.17
1.00
10.36
17.89
-6.43
1.00
16.04
relative to MDA-MB-468
-2.26
-9.05
-9.03
1.00
1.12
-9.78
-9.38
1.00
Alanine
relative to BT474
1.00
-8.65
-4.21
-4.59
1.00
-7.65
2.74
-5.42
1.00
-6.49
-4.25
-3.18
relative to MCF-7
7.43
1.00
4.31
4.02
4.25
1.00
11.65
1.95
2.85
1.00
1.64
1.94
relative to MDA-MB-231
1.73
-7.68
1.00
-0.66
-6.35
-9.14
1.00
-8.33
1.74
-3.89
1.00
1.19
relative to MDA-MB-468
1.85
-7.51
1.07
1.00
2.18
-4.86
5.98
1.00
1.47
-4.85
-1.57
1.00
Aspartate
relative to BT474
1.00
-9.21
-1.08
-9.60
1.00
-9.09
1.04
-9.15
relative to MCF-7
12.62
1.00
11.25
-4.90
11.04
1.00
11.44
-0.63
relative to MDA-MB-231
1.12
-9.11
1.00
-9.55
-0.35
-9.13
1.00
-9.18
relative to MDA-MB-468
24.74
1.96
22.06
1.00
11.78
1.07
12.21
1.00
AXP
relative to BT474
1.00
-7.32
-6.57
-0.47
1.00
23.30
35.50
54.20
relative to MCF-7
3.74
1.00
1.28
3.56
-9.57
1.00
1.52
2.33
relative to MDA-MB-231
2.91
-2.21
1.00
2.78
-9.72
-3.44
1.00
1.53
relative to MDA-MB-468
1.05
-7.19
-6.40
1.00
-9.82
-5.70
-3.45
1.00
Glucose
relative to BT474
1.00
-6.90
-6.55
-5.60
1.00
2.17
1.44
-1.64
1.00
1.66
-1.19
1.16
relative to MCF-7
3.23
1.00
1.12
1.42
-5.38
1.00
-3.35
-0.47
-3.98
1.00
-4.69
-3.02
relative to MDA-MB-231
2.89
0.90
1.00
1.27
-3.05
1.50
1.00
-0.47
1.13
1.88
1.00
1.31
relative to MDA-MB-468
2.27
-2.96
-2.15
1.00
1.20
2.59
1.72
1.00
-1.37
1.43
-2.39
1.00
Glutamate
relative to BT474
1.00
-4.58
-4.49
-4.64
1.00
-1.89
-5.21
-6.39
1.00
1.37
-7.16
-7.86
relative to MCF-7
1.85
1.00
1.02
-0.11
1.23
1.00
-4.09
-5.54
-2.71
1.00
-7.93
-8.44
relative to MDA-MB-231
1.82
-0.17
1.00
-0.28
2.09
1.69
1.00
-2.46
3.52
4.82
1.00
-2.48
relative to MDA-MB-468
1.87
1.01
1.03
1.00
2.77
2.24
1.33
1.00
4.68
6.42
1.33
1.00
Glutamine
relative to BT474
1.00
-0.96
5.38
4.33
1.00
-6.06
-3.75
-7.30
1.00
1.14
1.46
1.34
relative to MCF-7
1.11
1.00
5.96
4.80
2.54
1.00
1.59
-3.13
-1.20
1.00
1.28
1.18
relative to MDA-MB-231
-8.14
-8.32
1.00
-1.95
1.60
-3.70
1.00
-5.67
-3.14
-2.20
1.00
-0.81
relative to MDA-MB-468
-7.69
-7.91
1.24
1.00
3.70
1.46
2.31
1.00
-2.53
-1.51
1.09
1.00
Glutathione
relative to BT474
1.00
-9.47
-9.93
1.12
1.00
-9.20
-9.58
-7.35
relative to MCF-7
19.01
1.00
-8.72
21.27
12.53
1.00
-4.74
3.32
relative to MDA-MB-231
148.30
7.80
1.00
165.90
23.80
1.90
1.00
6.30
relative to MDA-MB-468
-1.06
-9.53
-9.94
1.00
3.78
-6.98
-8.41
1.00
Glycine
relative to BT474
1.00
-9.99
-9.99
1.04
1.00
-8.92
-9.86
-7.99
relative to MCF-7
1098.10
1.00
1.00
1145.30
9.23
1.00
-8.72
1.86
relative to MDA-MB-231
1098.10
1.00
1.00
1145.30
72.00
7.80
1.00
14.50
relative to MDA-MB-468
-0.41
-9.99
-9.99
1.00
4.97
-4.62
-9.31
1.00
Isoleucine
relative to BT474
1.00
-5.37
1.00
-2.25
relative to MCF-7
2.16
1.00
2.17
1.67
relative to MDA-MB-231
1.00
-5.38
1.00
-2.28
relative to MDA-MB-468
1.29
-4.02
1.29
1.00
Lactate
relative to BT474
1.00
-2.51
-7.82
-2.99
1.00
1.98
-2.07
1.12
1.00
2.08
-1.46
1.21
relative to MCF-7
1.33
1.00
-7.09
-0.65
-4.95
1.00
-5.99
-4.35
-5.18
1.00
-5.89
-4.17
relative to MDA-MB-231
4.58
3.43
1.00
3.21
1.26
2.50
1.00
1.41
1.17
2.43
1.00
1.42
relative to MDA-MB-468
1.43
1.07
-6.89
1.00
-1.06
1.77
-2.91
1.00
-1.73
1.72
-2.94
1.00
Leucine
relative to BT474
1.00
-2.93
-1.89
-2.16
relative to MCF-7
1.41
1.00
1.15
1.11
relative to MDA-MB-231
1.23
-1.28
1.00
-0.33
relative to MDA-MB-468
1.28
-0.99
1.03
1.00
Methionine
relative to BT474
1.00
-4.73
-2.32
-2.37
relative to MCF-7
1.90
1.00
1.46
1.45
relative to MDA-MB-231
1.30
-3.14
1.00
-0.07
relative to MDA-MB-468
1.31
-3.09
1.01
1.00
Phenylalanine
relative to BT474
1.00
-1.36
2.85
3.35
relative to MCF-7
1.16
1.00
3.29
3.88
relative to MDA-MB-231
-6.49
-6.96
1.00
1.18
relative to MDA-MB-468
-7.02
-7.43
-1.52
1.00
Proline
relative to BT474
1.00
4.05
2.29
2.78
1.00
4.53
1.48
1.49
relative to MCF-7
-7.53
1.00
-4.34
-3.15
-7.79
1.00
-6.72
-6.71
relative to MDA-MB-231
-5.64
1.77
1.00
1.21
-3.26
3.05
1.00
1.00
relative to MDA-MB-468
-6.40
1.46
-1.74
1.00
-3.29
3.04
1.00
1.00
Threonine
relative to BT474
1.00
1.41
2.77
3.36
relative to MCF-7
-2.90
1.00
1.97
2.39
relative to MDA-MB-231
-6.39
-4.91
1.00
1.21
relative to MDA-MB-468
-7.03
-5.81
-1.76
1.00
Tryptophan
relative to BT474
1.00
1.04
1.57
1.30
relative to MCF-7
-0.36
1.00
1.51
1.25
relative to MDA-MB-231
-3.63
-3.39
1.00
-1.74
relative to MDA-MB-468
-2.29
-2.00
1.21
1.00
Tyrosine
relative to BT474
1.00
1.18
1.31
1.36
relative to MCF-7
-1.51
1.00
1.11
1.15
relative to MDA-MB-231
-2.38
-1.03
1.00
1.03
relative to MDA-MB-468
-2.64
-1.33
-0.33
1.00
UDP-GlcNAc
relative to BT474
1.00
-9.17
-4.18
-7.05
1.00
-5.65
-8.34
-8.19
relative to MCF-7
12.12
1.00
7.05
3.57
2.30
1.00
-6.19
-5.84
relative to MDA-MB-231
1.72
-8.58
1.00
-4.94
6.03
2.62
1.00
1.09
relative to MDA-MB-468
3.39
-7.20
1.98
1.00
5.53
2.41
-0.83
1.00
UDP-Glucose
relative to BT474
1.00
-7.49
-4.94
-5.14
1.00
-0.41
1.97
3.75
relative to MCF-7
3.98
1.00
2.01
1.93
1.04
1.00
2.06
3.91
relative to MDA-MB-231
1.98
-5.03
1.00
-0.40
-4.93
-5.14
1.00
1.90
relative to MDA-MB-468
2.06
-4.83
1.04
1.00
-7.33
-7.44
-4.74
1.00
Uridine
relative to BT474
1.00
19.04
5.21
14.75
1.00
-6.85
1.80
1.74
relative to MCF-7
-9.47
1.00
-7.26
-2.26
3.17
1.00
5.71
5.52
relative to MDA-MB-231
-8.08
3.65
1.00
2.83
-4.44
-8.25
1.00
-0.33
relative to MDA-MB-468
-9.32
1.29
-6.46
1.00
-4.25
-8.19
1.03
1.00
Uridine/UDP-G
relative to BT474
1.00
-6.83
-4.15
-4.52
1.00
-9.88
-8.88
-6.21
relative to MCF-7
3.15
1.00
1.84
1.73
86.50
1.00
9.70
32.80
relative to MDA-MB-231
1.71
-4.58
1.00
-0.63
8.92
-8.97
1.00
3.38
relative to MDA-MB-468
1.82
-4.21
1.07
1.00
2.64
-9.70
-7.04
1.00
Valine
relative to BT474
1.00
-4.12
-0.75
-2.48
relative to MCF-7
1.70
1.00
1.57
1.28
relative to MDA-MB-231
1.08
-3.65
1.00
-1.88
relative to MDA-MB-468
1.33
-2.18
1.23
1.00
Fold-change differences highlighted are magnitude ≥ ±2 for 13C intracellular (Table 1) and 12C production and consumption concentration (Table 2) comparisons relative to each cell line and between them. Concentration values of zero in Tables 1 and 2 were set to 1.00 for fold-change calculations. All fold-change differences less than ≥ 2-fold are in italics.