from Improves Drought Tolerance by Reducing Stomatal Aperture and Inducing ABA Receptor Family Genes in Transgenic Poplar Plants.

The basic helix-loop-helix (bHLH) family members are involved in plant growth and development, physiological metabolism, and various stress response processes. is a major turpentine-producing and wood-producing tree in seasonally dry areas of southern China. Its economic and ecological values are well known.

Transcriptomic Identification of Potential C2H2 Zinc Finger Protein Transcription Factors in in Response to Biotic and Abiotic Stresses.

Biotic and abiotic stresses have already seriously restricted the growth and development of , thereby influencing the quality and yield of its wood and turpentine. Recent studies have shown that C2H2 zinc finger protein transcription factors play an important role in biotic and abiotic stress response. However, the members and expression patterns of C2H2 TFs in response to stresses in have not been performed.

Transcriptome-Wide Identification of mA Writers, Erasers and Readers and Their Expression Profiles under Various Biotic and Abiotic Stresses in Lamb.

-methyladenosine (mA) RNA modification is the most prevalent form of RNA methylation and plays a crucial role in plant development. However, our understanding of mA modification in Masson pine ( Lamb.) remains limited.

Genome-Wide Identification and Expression Analysis of Gene Family for Abiotic Stress Regulation in .

-methyladenosine (mA) is essential for RNA metabolism in cells. The YTH domain, conserved in the kingdom of Eukaryotes, acts as an mA reader that binds mA-containing RNA. In plants, the YTH domain is involved in plant hormone signaling, stress response regulation, RNA stability, translation, and differentiation.

Identification and Expression Patterns of Transcription Factors under Abiotic Stresses in .

WUSCHEL-related homeobox (WOX) transcription factors (TFs) play a crucial role in regulating plant development and responding to various abiotic stresses. However, the members and functions of WOX proteins in remain unclear. In this study, a total of 11 WOX genes were identified, and bioinformatics methods were used for preliminary identification and analysis.

Student Loss: Towards the Probability Assumption in Inaccurate Supervision.

Noisy labels are often encountered in datasets, but learning with them is challenging. Although natural discrepancies between clean and mislabeled samples in a noisy category exist, most techniques in this field still gather them indiscriminately, which leads to their performances being partially robust. In this paper, we reveal both empirically and theoretically that the learning robustness can be improved by assuming deep features with the same labels follow a student distribution, resulting in a more intuitive method called student loss.

Microbial communities and functions changed in rhizosphere soil of provenances with different carbon storage.

Introduction: The average carbon storage of is much higher than the average carbon storage of Chinese forests, an important carbon sink tree species in subtropical regions of China. However, there are few studies on the differences in rhizosphere microorganisms of with different carbon storages.

Methods: To clarify the relationships between plant carbon storage level, environmental parameters and microbial community structure, we identified three carbon storage levels from different provenances and collected rhizosphere soil samples.

Transcriptome-Wide Identification of TCP Transcription Factor Family Members in and Their Expression in Regulation of Development and in Response to Stress.

is an important coniferous tree species for barren mountain afforestation with enormous ecological and economic significance. It has strong adaptability to the environment. TEOSINTE BRANCHED 1/CYCLOIDEA/PCF (TCP) transcription factors (TFs) play crucial roles in plant stress response, hormone signal transduction, and development processes.

Genome-Wide Identification and Characterization of the YTH Domain-Containing RNA-Binding Protein Family in .

-methyladenosine (mA) is becoming one of the most important RNA modifications in plant growth and development, including defense, cell differentiation, and secondary metabolism. YT521-B homology (YTH) domain-containing RNA-binding proteins, identified as mA readers in epitranscriptomics, could affect the fate of mA-containing RNA by recognizing and binding the mA site. Therefore, the identification and study of the YTH gene family in () can provide a molecular basis for the study of the role of mA in , but studies on the gene in have not been reported.

The Transcriptomic Analysis of the Response of to Drought Stress and a Functional Study on the ERF1 Transcription Factor.

is a major fast-growing timber tree species planted in arid areas of south China, which has a certain drought-resistant ability. However, severe drought and long-term water shortage limit its normal growth and development. Therefore, in this study, physiological indices, and the transcriptome sequencing and cloning of transcription factor of were determined to clarify its molecular mechanism of drought stress.

Transcriptome-Wide Identification of CCCH-Type Zinc Finger Proteins Family in and RR-TZF Proteins in Stress Response.

CCCH-type zinc finger proteins play an important role in multiple biotic and abiotic stresses. More and more reports about CCCH functions in plant development and stress responses have appeared over the past few years, focusing especially on tandem CCCH zinc finger proteins (TZFs). However, this has not been reported in Pinaceae.

Adaptive Graph Guided Disambiguation for Partial Label Learning.

In partial label learning, a multi-class classifier is learned from the ambiguous supervision where each training example is associated with a set of candidate labels among which only one is valid. An intuitive way to deal with this problem is label disambiguation, i.e.