Evidence map›Paper›PMID 42614340›Full record

ArticleFrontiers in plant science2026

Optimizing resource allocation in

Shatabdi Proma, Nelson Lubanga, Erik Sacks, Andrew D B Leakey, Hua Zhao, Bimal Kumar Ghimire, Alexander E Lipka, Joyce N Njuguna, Chang Yeon Yu, Eun Soo Seong and 20 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Frontiers in plant science, 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

30 authors.

Shatabdi PromaAgronomy Department, University of Florida, Gainesville, FL, United States.
Nelson LubangaInsitute of Biological, Environmental and Rural Sciences, Aberystwyth University, Aberystwyth, United Kingdom.
Erik SacksCenter for Advanced Bioenergy and Bioproducts Innovation, University of Illinois at Urbana Champaign, Urbana, IL, United States.
Andrew D B LeakeyCenter for Advanced Bioenergy and Bioproducts Innovation, University of Illinois at Urbana Champaign, Urbana, IL, United States.
Hua ZhaoCollege of Plant Science and Technology, Huazhong Agricultural University, Wuhan, China.
Bimal Kumar GhimireBio-Herb Research Center, Kangwon National University, Chuncheon, Republic of Korea.
Alexander E LipkaDepartment of Crop Sciences, University of Illinois at Urbana Champaign, Urbana, IL, United States.
Joyce N NjugunaCenter for Advanced Bioenergy and Bioproducts Innovation, University of Illinois at Urbana Champaign, Urbana, IL, United States.
Chang Yeon YuDivision of Bioresource Sciences, Kangwon National University, Chuncheon, Republic of Korea.
Eun Soo SeongDivision of Bioresource Sciences, Kangwon National University, Chuncheon, Republic of Korea.
Ji Hye YooDivision of Bioresource Sciences, Kangwon National University, Chuncheon, Republic of Korea.
Hironori NaganoField Science Center for Northern Biosphere, Hokkaido University, Sapporo, Japan.
Kossonou G AnzouaField Science Center for Northern Biosphere, Hokkaido University, Sapporo, Japan.
Toshihiko YamadaField Science Center for Northern Biosphere, Hokkaido University, Sapporo, Japan.
Pavel ChebukinFSBSI "FSC of Agricultural Biotechnology of the Far East named after A.K. Chaiki", Ussuriisk, Russia.
Xiaoli JinZhejiang Key Laboratory of Crop Germplasm Innovation and Utilization, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, China.
Lindsay V ClarkResearch Scientific Computing, Seattle Children's Research Institute, Seattle, WA, United States.
Karen Koefoed PetersenSchroll Medical ApS, Arslev, Denmark.
Junhua PengSpring Valley Agriscience Co. Ltd., Jinan, Shandong, China.
Andrey SabitovVavilov All-Russian Institute of Plant Genetic Resources, St. Petersburg, Russia.
Elena DzyubenkoVavilov All-Russian Institute of Plant Genetic Resources, St. Petersburg, Russia.
Nicolay DzyubenkoVavilov All-Russian Institute of Plant Genetic Resources, St. Petersburg, Russia.
Katarzyna GlowackaDepartment of Biochemistry, University of Nebraska-Lincoln, Lincoln, NE, United States.
Moyses NascimentoLaboratory of Intelligence Computational and Statistical Learning, Department of Statistics, Federal University of Viçosa (UFV), Viçosa, Brazil.
Ana Carolina Campana NascimentoLaboratory of Intelligence Computational and Statistical Learning, Department of Statistics, Federal University of Viçosa (UFV), Viçosa, Brazil.
Maria S DwiyantiResearch Faculty of Agriculture, Hokkaido University, Sapporo, Japan.
Larisa BagmentN.I. Vavilov All-Russian Institute of Plant Genetic Resources, St. Petersburg, Russia.
Ansari ShaikAgronomy Department, University of Florida, Gainesville, FL, United States.
Julian Garcia-AbadilloAgronomy Department, University of Florida, Gainesville, FL, United States.
Diego JarquinAgronomy Department, University of Florida, Gainesville, FL, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Phenotyping high-biomass perennial crops is laborious and the rate of genetic gain in conventional perennial crop breeding programs is typically low. So, it is especially important to identify methods that produce efficiency gains in the breeding process.

Indexed as

genomic prediction (GP)Miscanthus sacchariflorus (MSA)multi-environment trials (METs)resource allocationsparse testing designs

Identifiers

PMID42614340
PMCPMC13481439

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.