Evidence map›Paper›PMID 41239771›Full record

ReviewPlant biotechnology journal2026

The Impacts of Environmental Factors and Culture Conditions on the Transient Expression of Recombinant Protein in Nicotiana benthamiana Under Controlled Environments.

Ryo Matsuda

Abstract readReview
In one paragraph

Review in Plant biotechnology journal, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

1 author.

Ryo MatsudaGraduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan.ORCID https://orcid.org/0000-0001-8053-5539

Funding

Japan Society for the Promotion of Science 21H02313New Energy and Industrial Technology Development Organization JPNP20011
6 · The paper itself

Abstract

I summarise and discuss the effects of environmental factors and culture conditions on the productivity of recombinant proteins, including biopharmaceuticals, in Nicotiana benthamiana via transient gene expression platforms. A primary focus is on controlled-environment plant cultivation systems such as plant factories with artificial lighting. Before gene transfer, sufficient leaf biomass accumulation is suggested to contribute positively to subsequent target protein expression per unit of leaf biomass. Increasing the plant density and extending the photoperiod may be simple methods for increasing biomass productivity per unit of cultivation area; however, careful evaluation is needed to determine the effectiveness of these methods. Strictly regulated plant growth conditions should be crucial not only after but also before gene transfer to reduce batch-to-batch variation in target protein productivity. After gene transfer, target protein accumulation in leaves is highly sensitive to temperature. In this context, not only the air temperature but also the leaf temperature should be considered, given that the two temperatures can differ as a result of the leaf energy balance. Agroinfiltrated leaves often exhibit necrosis, which has been suggested to be triggered by endoplasmic reticulum stress, followed by oxidative stress. Lowering the air temperature or applying ascorbic acid can reduce the severity of necrosis. Light may only be necessary for specific timings after agroinfiltration, although more work is needed to draw general conclusions. A detached leaf-based system may be a promising choice because the handling of plant materials is easier than a whole plant-based system. Finally, current conclusions and future perspectives are provided.

Indexed as

Environment, ControlledNicotianaRecombinant ProteinsPlant LeavesPlants, Genetically ModifiedTemperatureRecombinant Proteinsagroinfiltrationindoor vertical farmslight environmentsplant factories with artificial lighting (PFALs)plant‐made pharmaceuticals (PMPs)plant molecular farming (PMF)target protein productivitytemperature

Identifiers

PMID41239771
PMCPMC12854909

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.