Plants in vitro propagation with its applications in food, pharmaceuticals and cosmetic industries; current scenario and future approaches

A Hasnain, SAH Naqvi, SI Ayesha, F Khalid… - Frontiers in plant …, 2022‏ - frontiersin.org
Plant tissue culture technique employed for the identification and isolation of bioactive
phytocompounds has numerous industrial applications. It provides potential benefits for …

[HTML][HTML] Machine learning for plant breeding and biotechnology

M Niazian, G Niedbała - Agriculture, 2020‏ - mdpi.com
Classical univariate and multivariate statistics are the most common methods used for data
analysis in plant breeding and biotechnology studies. Evaluation of genetic diversity …

Application of genetics and biotechnology for improving medicinal plants

M Niazian - Planta, 2019‏ - Springer
Main conclusion Plant tissue culture has been used for conservation, micropropagation, and
in planta overproduction of some pharma molecules of medicinal plants. New biotechnology …

Artificial polyploidy induction for improvement of ornamental and medicinal plants

M Niazian, AM Nalousi - Plant Cell, Tissue and Organ Culture (PCTOC), 2020‏ - Springer
Green plants provide food, fuel, materials, and medicine for humans. Amongst these,
medicinal plants contain unique molecules with therapeutic applications. However, our …

In vitro-based doubled haploid production: recent improvements

M Niazian, ME Shariatpanahi - Euphytica, 2020‏ - Springer
The doubled haploid system is the fastest way of hybrid variety production and plays an
important role in breeding programs and developmental studies. The most commonly used …

Effect of colchicine-induced polyploidy on morphological characteristics and essential oil composition of ajowan (Trachyspermum ammi L.)

SA Sadat Noori, M Norouzi, G Karimzadeh… - Plant cell, tissue and …, 2017‏ - Springer
Polyploidy is an amazing evolutionary event that can be used in plant breeding to improve
plant material. The present study was conducted to assess the effect of in vitro-induced …

[HTML][HTML] Investigation of the Influence of Polyamines on Mature Embryo Culture and DNA Methylation of Wheat (Triticum aestivum L.) Using the Machine Learning …

B Eren, A Türkoğlu, K Haliloğlu, F Demirel, K Nowosad… - Plants, 2023‏ - mdpi.com
Numerous factors can impact the efficiency of callus formation and in vitro regeneration in
wheat cultures through the introduction of exogenous polyamines (PAs). The present study …

Modeling the seed yield of Ajowan (Trachyspermum ammi L.) using artificial neural network and multiple linear regression models

M Niazian, SA Sadat-Noori, M Abdipour - Industrial Crops and Products, 2018‏ - Elsevier
Ajowan is a medicinal plant with useful pharmaceutical compounds in its seeds. Seed yield
improvement in ajowan through a better understanding of the relationship between seed …

Artificial neural network and decision tree facilitated prediction and validation of cytokinin-auxin induced in vitro organogenesis of sorghum (Sorghum bicolor L.)

M Aasim, SA Ali, MT Altaf, A Ali, MA Nadeem… - Plant Cell, Tissue and …, 2023‏ - Springer
In this study, in vitro regeneration protocol of sorghum (Sorghum bicolor) was successfully
established by using direct organogenesis from a mature zygotic embryo explant. The used …

Innovation in the Breeding of Common Bean Through a Combined Approach of in vitro Regeneration and Machine Learning Algorithms

M Aasim, R Katirci, FS Baloch, Z Mustafa… - Frontiers in …, 2022‏ - frontiersin.org
Common bean is considered a recalcitrant crop for in vitro regeneration and needs a
repeatable and efficient in vitro regeneration protocol for its improvement through …