Evidence map›Paper›PMID 41829876›Full record

ArticlePlants (Basel, Switzerland)2026

A Two-Stage Screening-to-Optimization Approach with Mechanistic Model Analysis: Enhancing Anthocyanin in Lettuce Without Yield Loss.

Zhihao Wei, Wei Fang, Chen-Kang Huang

Abstract read
In one paragraph

Article in Plants (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Zhihao WeiDepartment of Biomechatronics Engineering, National Taiwan University, Taipei 10617, Taiwan.
Wei FangDepartment of Biomechatronics Engineering, National Taiwan University, Taipei 10617, Taiwan.
Chen-Kang HuangDepartment of Biomechatronics Engineering, National Taiwan University, Taipei 10617, Taiwan.ORCID 0000-0002-4510-858X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Enhancing anthocyanin accumulation in red-leaf lettuce grown in plant factories often incurs yield penalties. Here we propose a two-stage screening-to-optimization framework integrated with mechanistic modeling to resolve this tradeoff. In Stage 1, comparative experiments confirmed that UV-A is more compatible with growth and pigmentation than UV-B, and identified 'Lollo Rosso' as a highly responsive cultivar. In Stage 2, optimization experiments showed that L6D6 (6 h day

Indexed as

anthocyanin biosynthesiscarbon competitioncontrolled-environment agriculturegrowth–defense tradeoffmechanistic modelingred-leaf lettuceUV-A radiation

Identifiers

PMID41829876
PMCPMC12986601

What OpenQuestion holds

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LicenceCC BY
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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 OpenQuestion graph.