| Literature DB >> 17020621 |
Saleh Ayache1, Monica C Panelli, Karen M Byrne, Stefanie Slezak, Susan F Leitman, Francesco M Marincola, David F Stroncek.
Abstract
BACKGROUND: The culture and expansion of human cells for clinical use requires the presence of human serum or plasma in culture media. Although these supplements have been extensively characterized in their chemical composition, only recently it has been possible to provide by high throughput protein analysis, a comprehensive profile of the soluble factors contributing to cell survival. This study analyzed and compared the presence of 100 proteins including chemokines, cytokines and soluble factors in six different types of media supplements: serum, plasma, recalcified plasma, heat inactivated serum, heat inactivated plasma and heat inactivated recalcified plasma.Entities:
Year: 2006 PMID: 17020621 PMCID: PMC1601968 DOI: 10.1186/1479-5876-4-40
Source DB: PubMed Journal: J Transl Med ISSN: 1479-5876 Impact factor: 5.531
Figure 1Unsupervised Hierarchical clustering (Eisen Kendall's) of 80 soluble factor levels among a total of 40 samples including 10 serum (S), 10 plasma (P), 10 recalcified plasma (CP), and 10 heat inactivated plasma (P-HI) samples prepared from whole blood from 10 healthy subjects (01 through 10). The levels of the soluble factors were measured by multiplexed ELISA.
Figure 2Factors that distinguish heat inactivated plasma from plasma, serum, and recalcified plasma. Hierarchical clustering analysis was applied to 80 soluble factors measured in a total of 40 serum, plasma, and plasma derived components (as per Figure 1). The ten heat inactivated plasma components separated into a single group with one recalcified plasma component. A cluster of 15 soluble factors best distinguished the heat inactivated group from the other 29 components.
Factors Whose Levels Differed Between Serum and Plasma Components
| Fibrinogen (microg/mL) | 3.13 ± 7.21 | 4,812 ± 1,780 | 24,500± 20,700 | 2.54E-07 |
| OPN (ng/mL) | 1.82 ± 1.18 | 4.12 ± 1.48 | 2.7 ± 1.0 | 5.61E-05 |
| TNFR1 (pg/mL) | 582 ± 139 | 422 ± 103 | 1.39 ± 0.21 | 7.46E-05 |
| MIP-1α (pg/mL) | 96.2 ± 22.0 | 56.4 ± 8.8 | 1.71 ± 0.35 | 0.00014 |
| ITAC (pg/mL) | 78.4 ± 15.8 | 51.0 ± 7.3 | 1.55 ± 0.27 | 0.00014 |
| NAP-2 (microg/mL) | 4.79 ± 7.16 | 0.183 ± 0.321 | 62.48 ± 96.9 | 0.00019 |
| Lymphotactin (pg/mL) | 125 ± 104 | 103 ± 96 | 1.30 ± 0.20 | 0.00056 |
| MIP-1β (pg/mL) | 98.5 ± 64.0 | 74.3 ± 58.6 | 1.39 ± 0.31 | 0.0012 |
| MCP-2 (pg/mL) | 47.1 ± 11.3 | 31.1 ± 10.2 | 1.62 ± 0.50 | 0.0013 |
| TIMP-1 (ng/mL) | 106.3 ± 25.167 | 71.8 ± 8.36 | 1.50 ± 0.39 | 0.0016 |
| PAI-1 total (pg/mL) | 4,177 ± 3,170 | 929 ± 746 | 9.19 ± 15.21 | 0.0023 |
| Eotaxin 2 (pg/mL) | 1,976 ± 1,366 | 988 ± 576 | 1.93 ± 0.84 | 0.0028 |
| MIP-3α (pg/mL) | 17.1 ± 7.0 | 11.8 ± 6.3 | 1.53 ± 0.47 | 0.0030 |
| Exodus 2 (pg/mL) | 57.3 ± 16.5 | 48.7 ± 10.6 | 1.17 ± 0.15 | 0.0048 |
| RANTES (ng/mL) | 22.0 ± 20.2 | 5.77 ± 2.22 | 4.67 ± 5.19 | 0.0051 |
| MMP-9 (ng/mL) | 32.1 ± 23.5 | 11.4 ± 4.4 | 3.38 ± 3.24 | 0.0064 |
| PDGF-BB (pg/mL) | 214 ± 225 | 32.7 ± 19.8 | 9.97 ± 12.29 | 0.0072 |
| ACRP-30 (microg/mL) | 15.52 ± 14.83 | 11.26 ± 11.33 | 1.50 ± 0.57 | 0.0076 |
| APO-A1 (microg/mL) | 208.2 ± 38.49 | 173.2 ± 46.95 | 1.25 ± 0.26 | 0.0089 |
| MCP-3 (pg/mL) | 4.7 ± 3.9 | 1.5 ± 2.5 | 3.10 ± 0.41 | 0.0096 |
*p values were calculated using Student's paired T tests and natural log transformed data.
Values are mean ± one standard deviation.
Factors Whose Levels Differed Between Plasma and Recalcified Plasma Components
| MDC (pg/mL) | 350 ± 71 | 271 ± 50.2 | 1.30 ± 0.18 | 0.00016 |
| IL-16 (pg/mL) | 711 ± 573 | 465 ± 513 | 2.11 ± 1.29 | 0.0033 |
| IFN-α (pg/mL) | 11.5 ± 11.2 | 4.0 ± 4.8 | 2.87 ± 1.13 | 0.0095 |
| NAP-2 (ng/mL) | 183.8 ± 321.1 | 263.9 ± 305.9 | 1.92 ± 0.59 | 0.00033 |
*p values were calculated using paired Student's T tests and natural log transformed data.
Values are mean ± one standard deviation.
Factors Whose Levels Differed Between Recalcified Plasma and Serum
| OPN (pg/mL) | 1.82 ± 1,18 | 3.92 ± 1.38 | 2.6 ± 1.0 | 5.25E-05 |
| MIP-1β (pg/mL) | 98.5 ± 64.0 | 60.2 ± 24.7 | 1.55 ± 0.34 | 0.00012 |
| NAP-2 (microg/mL) | 4.79 ± 7.16 | 0.264 ± 0.306 | 31.3 ± 43.9 | 0.00054 |
| APO-A1 (microg/mL) | 208.2 ± 38.49 | 173.6 ± 36.09 | 1.21± 0.15 | 0.00083 |
| Eotaxin 2 (ng/mL) | 1.98 ± 1.37 | 1.04 ± 0.747 | 1.89 ± 0.68 | 0.00094 |
| MCP-2 (pg/mL) | 47.1 ± 11.3 | 27.6 ± 10.5 | 1.92 ± 0.82 | 0.0010 |
| TIMP-1 (ng/mL) | 106.3 ± 25.2 | 71.3 ± 13.6 | 1.53 ± 0.44 | 0.0013 |
| Lymphotactin (pg/mL) | 125 ± 104 | 76.7 ± 51.0 | 1.73 ± 0.69 | 0.0014 |
| MDC (pg/mL) | 340 ± 56 | 271 ± 50 | 1.28 ± 0.24 | 0.0023 |
| MMP-2 (ng/mL) | 116.9 ± 20.18 | 105.5 ± 16.9 | 1.11 ± 0.09 | 0.0031 |
| L-Selectin (microg/mL) | 2.24 ± 0.35 | 2.00 ± 0.19 | 1.12 ± 0.09 | 0.0032 |
| MIP-3α (pg/mL) | 17.1 ± 7.0 | 9.1 ± 3.2 | 2.08 ± 1.34 | 0.0032 |
| MCP-3 (pg/mL) | 4.7 ± 3.9 | 0.5 ± 1.5 | 9.4 ± 1.62 | 0.0036 |
| PDGF-BB (pg/mL) | 213.8 ± 225.5 | 23.7 ± 22.2 | 9.2 ± 15.2 | 0.0036 |
| ITAC (pg/mL) | 78.4 ± 15.8 | 47.9 ± 17.9 | 1.97 ± 1.16 | 0.0043 |
| PAI-1 total (ng/mL) | 4.18 ± 3.17 | 1.12 ± 1.03 | 7.99 ± 11.57 | 0.0047 |
| APO-B100 (microg/mL) | 535.3 ± 213.6 | 358.9 ± 121.2 | 1.54 ± 0.48 | 0.0074 |
| ENA-78 (pg/mL) | 1,449 ± 787 | 718 ± 317 | 2.48 ± 1.89 | 0.0082 |
| TNFR1 (pg/mL) | 582 ± 139 | 485 ± 94 | 1.20 ± 0.21 | 0.0094 |
*p values were calculated using paired Student's T test and natural log transformed data.
Values are mean ± one standard deviation.
Factors Whose Levels Differed Between Heat Inactivated Plasma and Plasma
| MPO (pg/mL) | 359 ± 245 | 2,703 ± 1,171 | 9.29 ± 4.56 | 5.42E-07 |
| Eotaxin 2 (pg/mL) | 989 ± 576 | 2,352 ± 1,376 | 2.57 ± 1.04 | 0.00012 |
| MCP-1 (pg/mL) | 361 ± 97 | 425 ± 111 | 1.18 ± 0.10 | 0.00014 |
| PAI-1 total (pg/mL) | 929 ± 745 | 1,709 ± 183 | 1.62 ± 0.59 | 0.0026 |
| TNFR1 (pg/mL) | 422 ± 103 | 499 ± 116 | 1.19 ± 0.20 | 0.0093 |
| MIP-1α (pg/mL) | 56.4 ± 8.8 | 0.0 ± 0 | NA | 2.76E-14 |
| Ang 2 (pg/mL) | 212 ± 95.2 | 0.0 ± 0 | NA | 8.61E-11 |
| MDC (pg/mL) | 350 ± 70.6 | 219.7 ± 36.3 | 1.58 ± 0.13 | 2.16E-08 |
| IL-6R (ng/mL) | 13.2 ± 4.45 | 0.043 ± 0.072 | 307 ± 563 | 6.67E-08 |
| SDF-1β (pg/mL) | 798 ± 137 | 336 ± 95.7 | 2.46 ± 0.47 | 1.86E-07 |
| MMP-10 (pg/mL) | 291 ± 183 | 3.3 ± 10.3 | 88.2 ± 10.2 | 2.03E-07 |
| VCAM (ng/mL) | 556 ± 133 | 113 ± 43.4 | 5.44 ± 2.23 | 5.36E-07 |
| Fibrinogen (microg/mL) | 4,812 ± 1,779 | 0.107 ± 0.300 | 45,029 ± 23,528 | 1.16E-06 |
| PAI-1active (pg/mL) | 4,192 ± 4,600 | 67.9 ± 89.0 | 61.7 ± 14.5 | 2.02E-06 |
| MMP-2 (ng/mL) | 114 ± 8.4 | 34.1 ± 21.4 | 4.01 ± 1.62 | 7.45E-06 |
| ICAM-1 (ng/mL) | 321 ± 37.9 | 201 ± 242 | 1.62 ± 0.3 | 1.33E-05 |
| CRP (ng/mL) | 1,749 ± 1,732 | 729 ± 921 | 2.75 ± 0.97 | 1.99E-05 |
| MPIF-1 (pg/mL) | 1,618 ± 368 | 483 ± 214 | 4.26 ± 3.18 | 2.12E-05 |
| PDGF-BB (pg/mL) | 32.7 ± 19.8 | 7.3 ± 17.7 | 4.48 ± 1.65 | 4.44E-05 |
| MIP-3β (pg/mL) | 88.2 ± 22.4 | 43.6 ± 11.7 | 2.11 ± 0.67 | 4.65E-05 |
| MIP-3α (pg/mL) | 11.8 ± 6.3 | 2.3 ± 2.1 | 5.13 ± 1.51 | 6.24E-05 |
| ITAC (pg/mL) | 51.0 ± 7.3 | 17.6 ± 9.9 | 3.78 ± 1.88 | 6.84E-05 |
| MMP-3 (ng/mL) | 13.86 ± 4.42 | 660 ± 610 | 20.99 ± 50.6 | 0.00057 |
| RANTES (ng/mL) | 5.77 ± 2.22 | 4.19 ± 1.76 | 1.42 ± 0.32 | 0.00066 |
| MIP-1β (pg/mL) | 74.3 ± 58.6 | 53.4 ± 36.0 | 1.38 ± 0.26 | 0.00087 |
| HGF (pg/mL) | 532 ± 159 | 353 ± 160 | 1.65 ± 0.48 | 0.00098 |
| NAP-2 (ng/mL) | 184 ± 321 | 152 ± 280 | 1.28 ± 0.23 | 0.0011 |
| Lymphotactin (pg/mL) | 103.1 ± 95.7 | 64.8 ± 66.6 | 2.11 ± 0.99 | 0.0013 |
| G-CSF (pg/mL) | 65.4 ± 46.6 | 24.7 ± 38.2 | 2.65 ± 3.80 | 0.0016 |
| IL-16 (pg/mL) | 711 ± 573 | 327 ± 447 | 5.66 ± 6.47 | 0.0018 |
| Leptin (ng/mL) | 9.23 ± 12.33 | 1.12 ± 1.24 | 8.25 ± 5.07 | 0.0023 |
| TARC (pg/mL) | 41.4 ± 11.8 | 34.5 ± 11.7 | 1.23 ± 0.20 | 0.0025 |
| MMP-1 (pg/mL) | 1,170 ± 636 | 248 ± 301 | 4.72 ± 2.13 | 0.0045 |
| L-Selectin (microg/mL) | 1.99 ± 0.32 | 1.71 ± 0.20 | 1.16 ± 0.14 | 0.0049 |
| TNFR2 (pg/mL) | 434 ± 74 | 295 ± 104 | 1.63 ± 0.68 | 0.0051 |
| Eotaxin 2 (pg/mL) | 104 ± 49 | 67.7 ± 40.7 | 1.94 ± 1.26 | 0.0099 |
*p values were calculated using Student's paired T tests and natural log transformed data.
Values are mean ± one standard deviation.
Figure 3Supervised hierarchical clustering (Eisen Kendall's) of 80 soluble factors among 60 samples from 10 subjects. The samples included 10 sera (S), 10 plasma (P), 10 recalified plasma (CP), 10 heat inactivated sera (S-HI), 10 heat inactivated plasma (P-HI), and 10 heat inactivated recalified plasma (CP-HI). The serum, plasma, and recalcified plasma were prepared, stored at -80°C and tested. The heat inactivated samples were prepared, stored at -80°C, thawed, heat inactivated, stored again at -80°C and tested. Red bar encompasses regular serum, plasma and recalcified plasma. Black bar heat inactivated samples.
Comparison of the Levels of 80 Soluble Factors in Heat Inactivated Serum and Heat Inactivated Recalcified Plasma
| ACRP-30 (microg/mL) | 15.9 ± 10.5 | 9.0 ± 5.8 | 0.000209 |
| Amphiregulin (pg/mL) | 7 ± 11 | 3 ± 5 | N.S. |
| ANG-2 (pg/mL) | 0 ± 0 | 0 ± 0 | N.S. |
| BDNF (ng/mL) | 7.23 ± 3.04 | 4.17 ± 1.54 | N.S. |
| CD14 (pg/mL) | 998 ± 2,439 | 9,922 ± 11,223 | N.S. |
| CD40L (pg/mL) | 48 ± 81 | 70 ± 63 | N.S. |
| Eotaxin (pg/mL) | 16 ± 26 | 25 ± 14 | N.S. |
| Eotaxin2 (ng/mL) | 1.66 ± 1.24 | 3.13 ± 2.33 | 0.000712 |
| E-Selectin (ng/mL) | 73.1 ± 16.7 | 70.0 ± 15.0 | N.S. |
| G-CSF (pg/mL) | 29 ± 22 | 41 ± 19 | N.S. |
| GM-CSF (pg/mL) | 555 ± 267 | 623 ± 311 | N.S. |
| GRO-alpha (pg/mL) | 67 ± 61 | 36 ± 12 | N.S. |
| ICAM-1 (ng/mL) | 145 ± 44.3 | 183 ± 48.7 | 0.00518 |
| IFN-α (pg/mL) | 1 ± 1.3 | 0.8 ± 1.3 | N.S. |
| IFN-γ (pg/mL) | 3 ± 9 | 3 ± 9 | N.S. |
| IL-1α (pg/mL) | 12 ± 26 | 11 ± 25 | N.S. |
| IL-1Ra (pg/mL) | 183 ± 328 | 150 ± 283 | N.S. |
| IL-2 (pg/mL) | 22 ± 32 | 21 ± 27 | N.S. |
| IL-6R (pg/mL) | 30 ± 13 | 40 ± 10 | 0.00451 |
| IL-7 (pg/mL) | 5 ± 6 | 0.9 ± 2.6 | N.S. |
| IL-8 (pg/mL) | 7 ± 7 | 6 ± 9 | N.S. |
| KGF (pg/mL) | 34 ± 17 | 26 ± 12 | N.S. |
| LEPTIN (ng/mL) | 2.15 ± 3.04 | 2.56 ± 3.06 | N.S. |
| L-Selectin (microg/mL) | 1.16 ± 0.32 | 1.06 ± 0.26 | N.S. |
| MCP-3 (pg/mL) | 0 ± 0 | 0 ± 0 | N.S. |
| MCP-4 (pg/mL) | 27 ± 19 | 30 ± 14 | N.S. |
| MDC (pg/mL) | 504 ± 127 | 463 ± 92 | N.S. |
| MIP-3α (pg/mL) | 6 ± 1 | 7 ± 2 | N.S. |
| MIP-3β (pg/mL) | 37 ± 13 | 56 ± 15 | 0.00714 |
| MMP-1 (ng/mL) | 3.17 ± 2.19 | 0.68 ± 0.46 | 0.00612 |
| MMP-3 (ng/mL) | 5.58 ± 2.99 | 1.44 ± 0.92 | 5.09 × 10-07 |
| MMP-9 (ng/mL) | 48.0 ± 35.6 | 15.4 ± 9.2 | 0.00217 |
| MPIF-1 (pg/mL) | 599 ± 184 | 616 ± 199 | N.S. |
| OPG (pg/mL) | 3 ± 2 | 7 ± 4 | 0.00276 |
| OPN (ng/mL) | 2.13 ± 1.50 | 2.91 ± 2.68 | N.S. |
| PAI-1 Active (pg/mL) | 211 ± 179 | 97 ± 93 | N.S. |
| SDF-1β (pg/mL) | 173 ± 156 | 237 ± 172 | N.S. |
| TARC (pg/mL) | 74 ± 41 | 39 ± 10 | N.S. |
| TIMP-1 (ng/mL) | 121 ± 56.4 | 82.3 ± 17.1 | N.S. |
| TNF-R2 (pg/mL) | 150 ± 46 | 584 ± 136 | 6.63 × 10-07 |
| VCAM-1 (ng/mL) | 46.5 ± 13.6 | 69.1 ± 12.0 | 0.000540 |
N.S. = Not Significant
*p values were calculated using Student's paired T tests and natural log transformed data.
Values are mean ± one standard deviation.