Bibliographic record
Abstract
Development of hematopoietic growth factor made it possible to treat anemia and granulocytopenia following intensive chemotherapy and for thrombocytopenia. recently found thrombopoietin (TPO) is being applied experimentally in several countries. The megakaryocyte colony assay can assess the effect of TPO on the thrombocytopenia resulted from cancer chemotherapy or hematopoietic stem cell transplantation. In vitro colony assay procedures for detecting human erythroid and granulocyte macrophage progenitors have been in widespread use for many years. However. reproducible assay methods for human megakaryocyte progenitors have lagged considerably behind especially in Korea. Duration for recovery of platelet count following transplantation depends on the origin of the hematopoietic cells. Usually thrombocyte recovery is delayed following cord blood stem cell transplantation because of the small amount of cells administered. This study was carried out to investigate and establish the megakaryocyte colony assay of hematopoietlc stem cells obtained from the various origin of the hematopoietic stem cells with or without TPO. \n Mononuclear cells of bone marrow, peripheral blood and cord blood were collected following Ficoll density gradient centrifugation and megakaryocyte colony assay was done using MegaCult^(TM) (Stem Cell Tech. Inc.. Canada). After liquifying the agarose, mononuclear cells were added and then agarose and cell mixture were dispersed into the two wells of the chamber slide. These slides were incubated for 18-21 days at 37 °C, 5% CO_(2). The megakaryocyte colonies were detected by staining of the cells with a primary antibody to the GPIIb/Ⅲa antigen, secondary antibody, alkaline phosphatase and Evans Blue in order. Changes of CD34 and GPIIb/Ⅲa positive cells were also analysed in flask culture using flow cytometry. \n CD34 positive cells were most abundant in the mononuclear cells of the bone marrow, meanwhile the number of CPU-GM and megakaryocyte colony were greater in the mononuclear cells of the cord blood. After administration of TPO. the cell number of megakaryocyte colony was increased dose dependently, but CPU-GM colony did not show any response to TPO. With flask culture, the cell number was decreased with or without TPO. However adding GM-CSF, IL3 and TPO to cord blood mononuclear cell, the number of the cord blood mononuclear cells was increased on the 5th day. The amount of CD34 positive cells was increased dose dependently to TPO in one of two cord blood and one peripheral blood. The amount of GPIIb/Ⅲa positive cells was increased dose dependently to TPO following incubation of all the mononuclear cells. \n This study revealed successful result of megakaryocyte colony assay using MegaCult^(TM) in various kinds of mononuclear cells and suggested that TPO was useful for CFU-mega colony formation. The amount of GPIIb/Ⅲa positive cells was increased with TPO in the flask culture Therefore TPO could be useful for assessment of CFU-mega, and could be applied for the in vivo and in vitro expansion of megakaryocytes and platelets.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".