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Record W3208446222 · doi:10.21203/rs.3.rs-690639/v1

Platelet generation from circulating megakaryocytes is triggered in the lung vasculature

2021· preprint· en· W3208446222 on OpenAlexaff
Xiaojuan Zhao, Dominic Alibhai, Tony G. Walsh, Nathalie Tarassova, Semra Zuhal Birol, Christopher Williams, Chris R. Neil, Elizabeth W. Aitken, Amie K. Waller, José Ballester‐Beltrán, Peter W. Gunning, Edna C. Hardeman, Ejaife O. Agbani, Ingeborg Hers, Cédric Ghevaert, Alastair W. Poole

Bibliographic record

VenueResearch Square · 2021
Typepreprint
Languageen
FieldMedicine
TopicPlatelet Disorders and Treatments
Canadian institutionsUniversity of Calgary
FundersUniversity of BristolBritish Heart FoundationWellcome Trust
KeywordsPlateletLungPlatelet activationMedicineCell biologyImmunologyBiologyInternal medicine

Abstract

fetched live from OpenAlex

Abstract Platelets are small anucleate blood cells1,2 with critical roles in haemostasis, thrombosis, inflammation, vascularization, innate immunity and tissue regeneration3,4. In vitro-derived platelets, as an alternative to native platelets, are attractive for fundamental research because of their rapid genetic tractability, as vectors for drug and genetic component delivery5 and in clinical platelet transfusion. At present, however, their very low production rate, and poor agonist responsiveness, are major obstacles. Platelets are formed by fragmentation from mature polyploid megakaryocytes (MKs), their precursor cells6, although the process of their generation remains incompletely understood7,8. Bone marrow is proposed to be the main site of platelet production, however indirect evidence since the 1930s9,10 and recent direct observation11 has shown that the lung can also be a primary site of platelet biogenesis. Here we established an ex vivo mouse heart-lung model (Fig. 1a) through which we were able to perfuse murine MKs. Remarkably, we could show for the first time that MKs, despite their large size, can pass multiple times through the lung vasculature, and that this leads to the generation of very large numbers of fully functional platelets (up to 3,000 per megakaryocyte7,12). Using this system and a novel in vitro microfluidic chamber we show roles for ventilation, oxygenation and healthy pulmonary endothelial cells in platelet generation. We show that MKs undergo enucleation upon repeated passage through pulmonary vasculature before fragmentation to generate platelets, with this final process dependent on the actin regulator TPM4. This advances our understanding of platelet formation in the body and establishes a novel approach to generate large numbers of them outside the body.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.090
GPT teacher head0.398
Teacher spread0.308 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations2
Published2021
Admission routes1
Has abstractyes

Explore more

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