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Record W4402673100 · doi:10.1101/2024.09.19.613882

Floral Reversion based micropropagation of Day-Neutral <i>Cannabis sativa</i> L

2024· preprint· en· W4402673100 on OpenAlexaff
Darya Sadat Tabatabaei, Rambod Abiri, Andrew Maxwell Phineas Jones

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2024
Typepreprint
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicPlant tissue culture and regeneration
Canadian institutionsUniversity of Guelph
Fundersnot available
KeywordsReversionMicropropagationCannabis sativaHorticultureBotanyBiologyTissue cultureIn vitroGenetics

Abstract

fetched live from OpenAlex

Abstract Micropropagation systems have been developed for photoperiod sensitive cultivars of cannabis, but there are currently no published methods for day-neutral genotypes. Most established cannabis micropropagation systems rely on shoot proliferation using modal explants that need them to be maintained in vegetative growth, which is not possible for day-neutral genotypes. Floral reversion, the process by which plants revert to vegetative growth from the generative stage, has been demonstrated as an alternative and potentially more efficient approach to the micropropagation of photoperiodic cannabis. The current study investigated if this process could be adapted to facilitate the micropropagation of day-neutral genotypes and overcome existing barriers. During the process, various factors such as photoperiod and light intensity may influence the efficiency of floral reversion. To evaluate this approach in day-neutral cultivars, various photoperiods were compared to assess the impact on reversion rate and subsequent growth. Excised florets obtained from in vitro day-neutral C. sativa cv. “Blue Auto Mazar x auto Blueberry” seedlings were subjected to five photoperiods including 12.0, 16.0, 18.0, 20.0, and 24.0 hours of light per day for four weeks. Reversion rates and time, shoot length, shoot number, and node number were measured. Statistical analyses revealed significant differences (p-values < 0.05) in terms of reversion time among photoperiod treatments. The highest reversion rate happened under the 16.0 hr photoperiod with 72% success. The highest shoot lengths were observed under 20.0 hr of photoperiods with a mean of 10.1 mm and the lowest shoot length belonged to 12.0 hr of photoperiods with a mean of 5.6 mm, respectively. Reverted shoots developed vegetatively for some time before initiating new flowers. However, during this period the shoots were successfully rooted in vitro and then acclimated to the growth chamber where they completed their life cycle, including seed production. This process was also successfully achieved from a 2-year old culture of C. sativa cv. “Blue Auto Mazar”, demonstrating that it is feasible to use this approach for long term culture maintenance and multiplication. This study demonstrates that floral reversion can successfully be used to clonally propagate day-neutral cannabis plants and serves as a basis for developing large-scale clonal propagation and breeding strategies.

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 score0.003
Threshold uncertainty score0.006

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 head0.008
GPT teacher head0.208
Teacher spread0.200 · 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

Citations0
Published2024
Admission routes1
Has abstractyes

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