| Literature DB >> 28526045 |
Francesco Agostini1, Jerry Polesel2, Monica Battiston1, Elisabetta Lombardi1, Stefania Zanolin1, Alessandro Da Ponte1, Giuseppe Astori3, Cristina Durante1, Mario Mazzucato4.
Abstract
BACKGROUND: Standardized animal-free components are required for manufacturing cell-based medicinal products. Human platelet concentrates are sources of growth factors for cell expansion but such products are characterized by undesired variability. Pooling together single-donor products improves consistency, but the minimal pool sample size was never determined.Entities:
Keywords: ASC ex vivo expansion; Cell therapy; Good manufacturing practice; Growth factors from human platelets; Mathematical algorithm; Releasate standardization
Mesh:
Substances:
Year: 2017 PMID: 28526045 PMCID: PMC5437585 DOI: 10.1186/s12967-017-1210-z
Source DB: PubMed Journal: J Transl Med ISSN: 1479-5876 Impact factor: 5.531
Fig. 2Graphical representation of output results obtained by calculations performed by the statistical algorithm. The algorithm was programmed to create 500 statistical groups of random data from single donor SRGF and to repeat this operation by increasing the group statistical sample size step by step from n = 2 to n = 20. Thereafter, in created groups (n = 9500), the software calculated means for each growth factor and, matching groups characterized by the same sample size, the software retrieved the percent coefficient of variation [CV (%)] between calculated means. Calculated CV values in relation with statistical group size (n) were displayed in dot plots on Y-axis and X-axis, respectively. Solid line represents the selected CV threshold value and the dotted line represents the group statistical sample size (n = 16) required to maintain CV below the threshold for all analyzed growth factors
Fig. 1Squared box plot represents the distribution of platelet concentration (Conc.) values measured in single donor (SD) PRP, obtained from platelet apheresis product. The figure depicts distribution of growth factor concentration values measured in n = 44 SD SRGF specimens (left box plots). Middle box plots show the distribution of mean values calculated in algorithm-created (Alg.) groups (n = 500) of single donor SRGF concentration data (n = 16, in each group). Right box plots display distribution of growth factor concentrations measured in n = 10 real pools (Batch) each composed of n = 16 single donor SRGF specimens. Mean or grand mean values as well as coefficient of variation [CV (%)] are reported below each box plot. NS not significantly different vs Alg. and SD; ANOVA for independent samples
Composition of manufactured supernatant rich in growth factors pool batches. Identification matrix of single donor supernatant rich in growth factors (n = 44) utilized used to create the n = 10 supernatant rich in growth factors pool batches (from A to J, see “Methods”). To produce SRGF pools batches A and B, 2 ml of single donor SRGF specimens were mixed together. Otherwise, to create SRGF pool batches C–J, only 500 μl of each single donor SRGF specimens were utilized
| Batch A | Batch B | Batch C | Batch D | Batch E | Batch F | Batch G | Batch H | Batch I | Batch J |
|---|---|---|---|---|---|---|---|---|---|
| 1 | 3 | 1 | 2 | 1 | 1 | 2 | 2 | 2 | 4 |
| 8 | 9 | 6 | 4 | 2 | 5 | 3 | 3 | 3 | 5 |
| 11 | 14 | 8 | 6 | 4 | 7 | 7 | 8 | 4 | 6 |
| 13 | 15 | 10 | 7 | 7 | 11 | 10 | 9 | 5 | 8 |
| 14 | 16 | 13 | 11 | 8 | 12 | 11 | 13 | 9 | 9 |
| 15 | 18 | 20 | 16 | 10 | 15 | 12 | 14 | 12 | 16 |
| 16 | 20 | 21 | 21 | 27 | 18 | 19 | 16 | 15 | 17 |
| 17 | 24 | 22 | 22 | 28 | 22 | 20 | 17 | 19 | 19 |
| 21 | 25 | 25 | 23 | 30 | 26 | 21 | 19 | 23 | 23 |
| 25 | 26 | 27 | 24 | 31 | 27 | 23 | 20 | 34 | 27 |
| 29 | 27 | 30 | 26 | 36 | 29 | 24 | 22 | 35 | 29 |
| 33 | 28 | 31 | 31 | 38 | 32 | 29 | 28 | 36 | 32 |
| 34 | 33 | 32 | 33 | 39 | 35 | 30 | 30 | 37 | 33 |
| 38 | 36 | 34 | 36 | 40 | 39 | 31 | 32 | 40 | 37 |
| 43 | 40 | 35 | 42 | 43 | 42 | 41 | 37 | 41 | 39 |
| 44 | 41 | 39 | 43 | 44 | 43 | 43 | 44 | 44 | 42 |
Fig. 3Concentrations of generated thrombin when low recombinant tissue factor (LTF) or high recombinant tissue factor (HTF) amounts were added to samples of platelet rich plasma (PRP) from platelet apheresis product (as control) or to samples of SRGF pool batches comprising n = 16 single donor specimens. Thrombin availability in SRGF was demonstrated to be undetectable
Fig. 4a Cumulative population doublings of ASC expanded by cell culture media containing 5% (vol/vol) SRGF pool—batch A or SRGF pool—batch B. ASC were derived from n = 2 separate patients and were both expanded taking advantage of each different culture medium. No statistical differences were observed. Data of each curve are presented as means of cPD characterizing ASC from both patients. Error bars represents SD. Dots in the graph represent cell passages. b Images of induced (Stimulated) and non induced (Unstimulated) differentiation into adipogenic (Ad), chondrogenic (Ch) and osteogenic (Os) lineages of ASC expanded in presence of 5% (vol/vol) SRGF pool—batch A or SRGF pool—batch B. Differentiated cells were stained by Oil Red-O, Safranin-O and Alizarin Red, respectively