A review of principal component analysis algorithm for dimensionality reduction

BMS Hasan, AM Abdulazeez - Journal of Soft Computing …, 2021 - publisher.uthm.edu.my
Big databases are increasingly widespread and are therefore hard to understand, in
exploratory biomedicine science, big data in health research is highly exciting because data …

Translation and functional roles of circular RNAs in human cancer

M Lei, G Zheng, Q Ning, J Zheng, D Dong - Molecular cancer, 2020 - Springer
Circular RNAs (circRNAs) are a new class of non-coding RNAs formed by covalently closed
loops through backsplicing. Recent methodologies have enabled in-depth characterization …

Machine learning in agriculture: A review

KG Liakos, P Busato, D Moshou, S Pearson, D Bochtis - Sensors, 2018 - mdpi.com
Machine learning has emerged with big data technologies and high-performance computing
to create new opportunities for data intensive science in the multi-disciplinary agri …

CPC2: a fast and accurate coding potential calculator based on sequence intrinsic features

YJ Kang, DC Yang, L Kong, M Hou… - Nucleic acids …, 2017 - academic.oup.com
With advances in next-generation sequencing technologies, numerous novel transcripts in a
large number of organisms have been identified. With the goal of fast, accurate assessment …

Towards a complete map of the human long non-coding RNA transcriptome

B Uszczynska-Ratajczak, J Lagarde… - Nature Reviews …, 2018 - nature.com
Gene maps, or annotations, enable us to navigate the functional landscape of our genome.
They are a resource upon which virtually all studies depend, from single-gene to genome …

Wild emmer genome architecture and diversity elucidate wheat evolution and domestication

R Avni, M Nave, O Barad, K Baruch, SO Twardziok… - Science, 2017 - science.org
Wheat (Triticum spp.) is one of the founder crops that likely drove the Neolithic transition to
sedentary agrarian societies in the Fertile Crescent more than 10,000 years ago. Identifying …

Non-coding RNAs in human health and disease: potential function as biomarkers and therapeutic targets

T Loganathan, GP Doss C - Functional & integrative genomics, 2023 - Springer
Human diseases have been a critical threat from the beginning of human history. Knowing
the origin, course of action and treatment of any disease state is essential. A microscopic …

ALKBH5-dependent m6A demethylation controls splicing and stability of long 3′-UTR mRNAs in male germ cells

C Tang, R Klukovich, H Peng, Z Wang… - Proceedings of the …, 2018 - National Acad Sciences
N6-methyladenosine (m6A) represents one of the most common RNA modifications in
eukaryotes. Specific m6A writer, eraser, and reader proteins have been identified. As an …

Genome sequence of the progenitor of wheat A subgenome Triticum urartu

HQ Ling, B Ma, X Shi, H Liu, L Dong, H Sun, Y Cao… - Nature, 2018 - nature.com
Triticum urartu (diploid, AA) is the progenitor of the A subgenome of tetraploid (Triticum
turgidum, AABB) and hexaploid (Triticum aestivum, AABBDD) wheat,. Genomic studies of T …

Global identification of Arabidopsis lncRNAs reveals the regulation of MAF4 by a natural antisense RNA

X Zhao, J Li, B Lian, H Gu, Y Li, Y Qi - Nature communications, 2018 - nature.com
Long non-coding RNAs (lncRNAs) have emerged as important regulators of gene
expression and plant development. Here, we identified 6,510 lncRNAs in Arabidopsis under …