Evidence map›Paper›PMID 39585480›Full record

ReviewPlant cell reports2024

Single-cell transcriptomics: a new frontier in plant biotechnology research.

Shilpy Singh, Afsana Praveen, Namrata Dudha, Varun Kumar Sharma, Pooja Bhadrecha

Abstract readReview
PubMed Publisher
In one paragraph

Review in Plant cell reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Review
  2. Review
  3. Review
  4. Review
  5. Article
  6. Review
  7. Article
  8. Review
  9. Review
  10. Review
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

5 authors.

Shilpy SinghDepartment of Biotechnology and Microbiology, School of Sciences, Noida International University, Gautam Budh Nagar, 203201, Noida, U.P, India. shilpy.singh24@gmail.com.ORCID http://orcid.org/0000-0003-2274-9090
Afsana PraveenNational Institute of Plant Genome Research, Aruna Asaf Ali Marg, New Delhi, India.
Namrata DudhaDepartment of Biotechnology and Microbiology, School of Sciences, Noida International University, Gautam Budh Nagar, 203201, Noida, U.P, India.
Varun Kumar SharmaDepartment of Biotechnology and Microbiology, School of Sciences, Noida International University, Gautam Budh Nagar, 203201, Noida, U.P, India.
Pooja BhadrechaUniversity Institute of Biotechnology, Chandigarh University, Mohali, Punjab, India.

Funding

Department of Biotechnology, Ministry of Science and Technology, India MK Bhan Young researcher fellowship program (HRD-12/4/2020-AFS-DBT-Part (1) (13815)
6 · The paper itself

Abstract

Single-cell transcriptomic techniques have ushered in a new era in plant biology, enabling detailed analysis of gene expression at the resolution of individual cells. This review delves into the transformative impact of these technologies on our understanding of plant development and their far-reaching implications for plant biotechnology. We present a comprehensive overview of the latest advancements in single-cell transcriptomics, emphasizing their application in elucidating complex cellular processes and developmental pathways in plants. By dissecting the heterogeneity of cell populations, single-cell technologies offer unparalleled insights into the intricate regulatory networks governing plant growth, differentiation, and response to environmental stimuli. This review covers the spectrum of single-cell approaches, from pioneering techniques such as single-cell RNA sequencing (scRNA-seq) to emerging methodologies that enhance resolution and accuracy. In addition to showcasing the technological innovations, we address the challenges and limitations associated with single-cell transcriptomics in plants. These include issues related to sample preparation, cell isolation, data complexity, and computational analysis. We propose strategies to mitigate these challenges, such as optimizing protocols for protoplast isolation, improving computational tools for data integration, and developing robust pipelines for data interpretation. Furthermore, we explore the practical applications of single-cell transcriptomics in plant biotechnology. These applications span from improving crop traits through precise genetic modifications to enhancing our understanding of plant-microbe interactions. The review also touches on the potential for single-cell approaches to accelerate breeding programs and contribute to sustainable agriculture. This review concludes with a forward-looking perspective on the future impact of single-cell technologies in plant research. We foresee these tools becoming essential in plant biotechnology, spurring innovations that tackle global challenges in food security and environmental sustainability. This review serves as a valuable resource for researchers, providing a roadmap from sample preparation to data analysis and highlighting the transformative potential of single-cell transcriptomics in plant biotechnology.

Indexed as

BiotechnologySingle-Cell AnalysisTranscriptomeGene Expression ProfilingGene Expression Regulation, PlantPlantsBiological systemsGene expressionPlant biologyPlant developmentSingle-cell transcriptomics

Identifiers

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.