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  • Article
  • Open Access
78 Citations
7,010 Views
36 Pages

High-Resolution Mapping in Two RIL Populations Refines Major “QTL Hotspot” Regions for Seed Size and Shape in Soybean (Glycine max L.)

  • Aiman Hina,
  • Yongce Cao,
  • Shiyu Song,
  • Shuguang Li and ,
  • Ripa Akter Sharmin,
  • Mahmoud A. Elattar,
  • Javaid Akhter Bhat and
  • Tuanjie Zhao
  • + 3 authors+ 0 author

4 February 2020

Seed size and shape are important traits determining yield and quality in soybean. However, the genetic mechanism and genes underlying these traits remain largely unexplored. In this regard, this study used two related recombinant inbred line (RIL) p...

(This article belongs to the Special Issue Legume Genetics and Biology: From Mendel's Pea to Legume Genomics)
  • Article
  • Open Access
4 Citations
2,072 Views
16 Pages

Identification of Putative Quantitative Trait Loci for Improved Seed Oil Quality in Peanuts

  • Pengju Hu,
  • Jianan Zhang,
  • Yahui Song,
  • Xing Zhao and ,
  • Xinxin Jin,
  • Qiao Su,
  • Yongqing Yang and
  • Jin Wang
  • + 3 authors+ 0 author

5 January 2024

Improving seed oil quality in peanut (Arachis hypogaea) has long been an aim of breeding programs worldwide. The genetic resources to achieve this goal are limited. We used an advanced recombinant inbred line (RIL) population derived from JH5 ×...

(This article belongs to the Section Plant Genetics and Genomics)
  • Article
  • Open Access
6 Citations
4,043 Views
15 Pages

Evidence of the Role of QTL Epistatic Interactions in the Increase of Melon Fruit Flesh Content during Domestication

  • Chaymaa Riahi,
  • Juan Luis Reig-Valiente,
  • Belén Picó,
  • Aurora Díaz and ,
  • Maria José Gonzalo and
  • Antonio José Monforte
  • + 1 author+ 0 author

23 July 2020

Cultivated melon was domesticated from wild melons, which produce small fruits with non-edible fruit flesh. The increase in fruit flesh is one of the major domestication achievements in this species. In previous work, a quantitative trait locus (QTL)...

(This article belongs to the Special Issue Recent Advances in Genomics, Genetic Resources Evaluation and Breeding of Cucurbitaceae Crops)
  • Article
  • Open Access
1,016 Views
20 Pages

Genetic Variations and Epistatic Interactions for Agronomic and Yield Traits in Winter Wheat Population Derived from ‘TAM 204’ and ‘Iba’ Cultivars

  • Yahya Rauf,
  • Jorge Luis Valenzuela-Antelo,
  • Mehmet Dogan,
  • Chenggen Chu and ,
  • Shannon A. Baker,
  • Jason A. Baker,
  • Daniel Hathcoat,
  • Geraldine Opena,
  • Qingwu Xue and
  • Shuyu Liu
  • + 8 authors+ 3 authors

2 April 2026

Background: Improving grain yield in wheat remains a top priority, requiring integrated breeding and genetic strategies. This complexity poses a major challenge, driven by quantitative polygenic inheritance, environmental influence, and intricate gen...

(This article belongs to the Special Issue Utilizing Genetic Resources for Agronomic Traits Improvement: 3rd Edition)
  • Article
  • Open Access
1 Citations
782 Views
18 Pages

Genetic Dissection of Yield-Related Traits Using an Inter-Subspecific Chromosome Segment Substitution Line Population in Rice

  • Yongle Xu,
  • Yue Pan,
  • Yong Xiang,
  • Yue Sun and ,
  • Junying Xu,
  • Haiyang Liu,
  • Longwei Yang,
  • Zhilian Qi,
  • Xinxin Tang and
  • Jian Yu
  • + 8 authors+ 3 authors

7 March 2026

Rice yield is a complex quantitative trait. Although a lot of genes for yield have been cloned, their genetic basis remains unknown. In the present study, a set of chromosome segment substitution line population (CSSL) was developed, derived from the...

(This article belongs to the Special Issue Recent Advances in Genomics, Genetic Resources Evaluation and Breeding of Rice)
  • Article
  • Open Access
4 Citations
2,286 Views
15 Pages

Genetic Effects Analysis of QTLs for Rice Grain Size Based on CSSL-Z403 and Its Dissected Single and Dual-Segment Substitution Lines

  • Guangyi Xu,
  • Keli Deng,
  • Jinjin Yu,
  • Qiaolong Li and ,
  • Lu Li,
  • Aoni Xiang,
  • Yinghua Ling,
  • Changwei Zhang and
  • Fangming Zhao
  • + 4 authors+ 0 author

Rice chromosomal segment substitution lines (CSSLs) are ideal materials for studying quantitative traits such as grain size. Here, a rice large-grain CSSL-Z403 was identified among progeny of the recipient Xihui18 and the donor Jinhui35 based on mole...

(This article belongs to the Special Issue Molecular Research for Cereal Grain Quality 2.0)
  • Article
  • Open Access
10 Citations
4,096 Views
23 Pages

QTL Mapping for Important Agronomic Traits Using a Wheat55K SNP Array-Based Genetic Map in Tetraploid Wheat

  • Chao Ma,
  • Le Liu,
  • Tianxiang Liu,
  • Yatao Jia and ,
  • Qinqin Jiang,
  • Haibo Bai,
  • Sishuang Ma,
  • Shuhua Li and
  • Zhonghua Wang
  • + 4 authors+ 0 author

14 February 2023

Wheat yield is highly correlated with plant height, heading date, spike characteristics, and kernel traits. In this study, we used the wheat55K single nucleotide polymorphism array to genotype a recombinant inbred line population of 165 lines constru...

(This article belongs to the Special Issue Genetics and Breeding of Crops)
  • Article
  • Open Access
12 Citations
4,520 Views
20 Pages

Genome-Wide Association Study Reveals Candidate Genes for Root-Related Traits in Rice

  • Jun Xiang,
  • Chaopu Zhang,
  • Nansheng Wang,
  • Zhaojie Liang and ,
  • Zheng Zhenzhen,
  • Lunping Liang,
  • Hongyan Yuan and
  • Yingyao Shi
  • + 3 authors+ 0 author

21 September 2022

Root architecture is a determinant factor of drought resistance in rice and plays essential roles in the absorption of water and nutrients for the survival of rice plants. Dissection of the genetic basis for root structure can help to improve stress-...

(This article belongs to the Special Issue Functional Genomics and Comparative Genomics Analysis in Plants)
  • Article
  • Open Access
7 Citations
4,039 Views
20 Pages

Epistatic QTLsPlay a Major Role in Nitrogen Use Efficiency and Its Component Traits in Indian Spring Wheat

  • Rumesh Ranjan,
  • Rajbir Yadav,
  • Neelu Jain,
  • Nivedita Sinha and ,
  • Naresh Kumar Bainsla,
  • Kiran B. Gaikwad and
  • Manjeet Kumar
  • + 2 authors+ 0 author

16 November 2021

Nitrogen use efficiency (NUE) in wheat may significantly reduce the excessive use of N fertilizers. However, being a quantitative trait, understanding its genetic basis is required for efficient wheat breeding. The present study was carried out to di...

(This article belongs to the Section Crop Genetics, Genomics and Breeding)
  • Article
  • Open Access
46 Citations
8,164 Views
21 Pages

Genome-Wide Detection of Major and Epistatic Effect QTLs for Seed Protein and Oil Content in Soybean Under Multiple Environments Using High-Density Bin Map

  • Benjamin Karikari,
  • Shuguang Li,
  • Javaid Akhter Bhat,
  • Yongce Cao and ,
  • Jiejie Kong,
  • Jiayin Yang,
  • Junyi Gai and
  • Tuanjie Zhao
  • + 3 authors+ 0 author

23 February 2019

Seed protein and oil content are the two important traits determining the quality and value of soybean. Development of improved cultivars requires detailed understanding of the genetic basis underlying the trait of interest. However, it is prerequisi...

(This article belongs to the Special Issue Seed Development, Dormancy and Germination)
  • Review
  • Open Access
157 Citations
26,673 Views
21 Pages

QTL Analysis for Drought Tolerance in Wheat: Present Status and Future Possibilities

  • Pushpendra Kumar Gupta,
  • Harindra Singh Balyan and
  • Vijay Gahlaut

In recent years, with climate change, drought stress has been witnessed in many parts of the world. In many irrigated regions also, shortage of water supply allows only limited irrigation. These conditions have an adverse effect on the productivity o...

  • Article
  • Open Access
7 Citations
3,245 Views
12 Pages

Genetic Dissection of Epistatic Interactions Contributing Yield-Related Agronomic Traits in Rice Using the Compressed Mixed Model

  • Ling Li,
  • Xinyi Wu,
  • Juncong Chen,
  • Shengmeng Wang and ,
  • Yuxuan Wan,
  • Hanbing Ji,
  • Yangjun Wen and
  • Jin Zhang
  • + 3 authors+ 0 author

26 September 2022

Rice (Oryza sativa) is one of the most important cereal crops in the world, and yield-related agronomic traits, including plant height (PH), panicle length (PL), and protein content (PC), are prerequisites for attaining the desired yield and quality...

(This article belongs to the Section Plant Genetics, Genomics and Biotechnology)
  • Article
  • Open Access
6 Citations
2,801 Views
13 Pages

Identification, Interaction, Expression, and Function of QTLs on Leaf Numbers with Single-Segment Substitution Lines in Rice

  • Suhong Bu,
  • Penglin Zhan,
  • Lilong Huang,
  • Jichun Tang and ,
  • Leyi Chen,
  • Haitao Zhu,
  • Zupei Liu,
  • Lijun Meng,
  • Guifu Liu and
  • Shaokui Wang
  • + 5 authors+ 0 author

25 November 2022

Rice leaf is a solar panel of photosynthesis and determines the light energy utilization and yield of plants. Leaf numbers appear as S-type or parabola-type growth curves throughout their development. However, the ways in which the genes regulate the...

(This article belongs to the Special Issue Genetics Research and Molecular Breeding of Crops)
  • Article
  • Open Access
20 Citations
5,755 Views
22 Pages

Deciphering the Genetic Architecture of Plant Height in Soybean Using Two RIL Populations Sharing a Common M8206 Parent

  • Yongce Cao,
  • Shuguang Li,
  • Guoliang Chen,
  • Yanfeng Wang and ,
  • Javaid Akhter Bhat,
  • Benjamin Karikari,
  • Jiejie Kong,
  • Junyi Gai and
  • Tuanjie Zhao
  • + 4 authors+ 0 author

26 September 2019

Plant height (PH) is an important agronomic trait that is closely related to soybean yield and quality. However, it is a complex quantitative trait governed by multiple genes and is influenced by environment. Unraveling the genetic mechanism involved...

(This article belongs to the Special Issue Genomics for Plant Breeding)
  • Article
  • Open Access
6 Citations
2,451 Views
21 Pages

Mapping Genomic Regions for Grain Protein Content and Quality Traits in Milled Rice (Oryza sativa L.)

  • Violina Bharali,
  • Suneetha Yadla,
  • Srinivas Thati,
  • Bhargavi Bitra and ,
  • Divya Karapati,
  • Neeraja Naga Chirravuri,
  • Jyothi Badri,
  • Raman Meenakshi Sundaram and
  • Aravind Kumar Jukanti
  • + 4 authors+ 0 author

14 March 2025

Grain protein content (GPC) is gaining attention due to increasing consumer demand for nutritious foods. The present study carried out at ICAR-IIRR, Hyderabad, focused on the identification of quantitative trait loci (QTLs) linked with GPC and other...

(This article belongs to the Collection Crop Genomics and Breeding)
  • Article
  • Open Access
4 Citations
2,543 Views
16 Pages

Evaluating the Genetic Background Effect on Dissecting the Genetic Basis of Kernel Traits in Reciprocal Maize Introgression Lines

  • Ruixiang Liu,
  • Yakun Cui,
  • Lingjie Kong,
  • Fei Zheng and ,
  • Wenming Zhao,
  • Qingchang Meng,
  • Jianhua Yuan,
  • Meijing Zhang and
  • Yanping Chen
  • + 4 authors+ 0 author

6 May 2023

Maize yield is mostly determined by its grain size. Although numerous quantitative trait loci (QTL) have been identified for kernel-related traits, the application of these QTL in breeding programs has been strongly hindered because the populations u...

(This article belongs to the Special Issue Maize Molecular Genetics and Functional Genomics)
  • Article
  • Open Access
7 Citations
2,665 Views
17 Pages

Quantitative Trait Locus Mapping Combined with RNA Sequencing Reveals the Molecular Basis of Seed Germination in Oilseed Rape

  • Kunjiang Yu,
  • Yuqi He,
  • Yuanhong Li,
  • Zhenhua Li and ,
  • Jiefu Zhang,
  • Xiaodong Wang and
  • Entang Tian
  • + 2 authors+ 0 author

27 November 2021

Rapid and uniform seed germination improves mechanized oilseed rape production in modern agricultural cultivation practices. However, the molecular basis of seed germination is still unclear in Brassica napus. A population of recombined inbred lines...

(This article belongs to the Section Molecular Genetics)
  • Article
  • Open Access
25 Citations
8,254 Views
18 Pages

The Genetic Architecture of Fluctuating Asymmetry of Mandible Size and Shape in a Population of Mice: Another Look

  • Larry J. Leamy,
  • Christian Peter Klingenberg,
  • Emma Sherratt,
  • Jason B. Wolf and
  • James M. Cheverud

11 February 2015

Fluctuating asymmetry (FA), typically measured by variation in the differences between right and left sides of bilateral traits, is commonly used to assess developmental instability (DI) in populations. A previous quantitative trait locus (QTL) inves...

(This article belongs to the Special Issue Fluctuating Asymmetry)
  • Article
  • Open Access
95 Citations
8,193 Views
20 Pages

Molecular Mapping of QTLs for Heat Tolerance in Chickpea

  • Pronob J. Paul,
  • Srinivasan Samineni,
  • Mahendar Thudi,
  • Sobhan B. Sajja and ,
  • Abhishek Rathore,
  • Roma R. Das,
  • Aamir W. Khan,
  • Sushil K. Chaturvedi,
  • Gera Roopa Lavanya and
  • Pooran M. Gaur
  • + 6 authors+ 1 author

Chickpea (Cicer arietinum L.), a cool-season legume, is increasingly affected by heat-stress at reproductive stage due to changes in global climatic conditions and cropping systems. Identifying quantitative trait loci (QTLs) for heat tolerance may fa...

(This article belongs to the Special Issue Plant Genetics and Molecular Breeding)
  • Article
  • Open Access
18 Citations
4,176 Views
16 Pages

Genetic Parameters and QTLs for Total Phenolic Content and Yield of Wheat Mapping Population of CSDH Lines under Drought Stress

  • Ilona Mieczysława Czyczyło-Mysza,
  • Katarzyna Cyganek,
  • Kinga Dziurka,
  • Steve Quarrie and ,
  • Edyta Skrzypek,
  • Izabela Marcińska,
  • Beata Myśków,
  • Michał Dziurka,
  • Marzena Warchoł and
  • Jan Bocianowski
  • + 6 authors+ 1 author

1 December 2019

A doubled haploid population of 94 lines from the Chinese Spring × SQ1 wheat cross (CSDH) was used to evaluate additive and epistatic gene action effects on total phenolic content, grain yield of the main stem, grain number per plant, thousand...

(This article belongs to the Special Issue Wheat and Barley: Acclimatization to Abiotic and Biotic Stress)
  • Article
  • Open Access
2,479 Views
12 Pages

Identification and Fine Mapping of Quantitative Trait Loci for Tiller Angle Using Chromosome Segment Substitution Lines in Rice (Oryza Sativa L.)

  • Yujia Leng,
  • Tao Tao,
  • Shuai Lu,
  • Ran Liu and ,
  • Qingqing Yang,
  • Mingqiu Zhang,
  • Lianmin Hong,
  • Qianqian Guo,
  • Xinzhe Ren and
  • Jiping Gao
  • + 8 authors+ 3 authors

The tiller angle, which is an important agronomic trait, determines plant architecture and greatly influences the grain yield of rice. In this study, a population of chromosome segment substitution lines derived from a cross between a japonica variet...

(This article belongs to the Section Crop Genetics, Genomics and Breeding)
  • Article
  • Open Access
2 Citations
2,278 Views
20 Pages

Conditional QTL Analysis and Fine Mapping for Thousand-Kernel Weight in Common Wheat

  • Haoru Guo,
  • Wei Liu,
  • Geling Yan,
  • Yifan Dong and ,
  • Chongshuo Guan,
  • Zhiyan Zhang,
  • Changhao Zhao,
  • Linxuan Xia,
  • Da Zhu and
  • Fa Cui
  • + 10 authors+ 5 authors

16 June 2025

To elucidate the genetic basis of thousand-kernel weight (TKW) related to fundamental traits such as kernel length (KL), kernel width (KW), and kernel diameter ratio (KDR) at the individual quantitative trait loci (QTL) level, both unconditional QTL...

(This article belongs to the Section Crop Physiology and Crop Production)
  • Article
  • Open Access
5 Citations
4,302 Views
16 Pages

Epistasis and Quantitative Resistance to Pyricularia oryzae Revealed by GWAS in Advanced Rice Breeding Populations

  • Juan E. Rosas,
  • Maia Escobar,
  • Sebastián Martínez,
  • Pedro Blanco and ,
  • Fernando Pérez,
  • Gastón Quero,
  • Lucía Gutiérrez and
  • Victoria Bonnecarrère
  • + 3 authors+ 0 author

11 December 2020

Rice blast caused by Pyricularia oryzae is a major rice disease worldwide. Despite the detailed knowledge on major resistance genes available to date, little is known about how these genes interact with quantitative blast resistance loci and with the...

(This article belongs to the Special Issue Rice Breeding and Genetics)
  • Review
  • Open Access
20 Citations
5,940 Views
23 Pages

An Overview of Mapping Quantitative Trait Loci in Peanut (Arachis hypogaea L.)

  • Fentanesh C. Kassie,
  • Joël R. Nguepjop,
  • Hermine B. Ngalle,
  • Dekoum V. M. Assaha and ,
  • Mesfin K. Gessese,
  • Wosene G. Abtew,
  • Hodo-Abalo Tossim,
  • Aissatou Sambou,
  • Maguette Seye and
  • Joseph M. Bell
  • + 7 authors+ 2 authors

28 May 2023

Quantitative Trait Loci (QTL) mapping has been thoroughly used in peanut genetics and breeding in spite of the narrow genetic diversity and the segmental tetraploid nature of the cultivated species. QTL mapping is helpful for identifying the genomic...

(This article belongs to the Special Issue Peanut Genetics and Omics)
  • Article
  • Open Access
1 Citations
1,959 Views
16 Pages

7 March 2024

The growth of the Populus euphratica root system is of great significance for its survival under adverse environmental stress. In harsh saline-stress environments, the proportion, morphology, and functionality of the taproots and lateral roots and ho...

  • Article
  • Open Access
1 Citations
2,169 Views
25 Pages

Comparison of Machine Learning Methods for Marker Identification in GWAS

  • Weverton Gomes da Costa,
  • Hélcio Duarte Pereira,
  • Gabi Nunes Silva,
  • Aluizio Borém and ,
  • Eveline Teixeira Caixeta,
  • Antonio Carlos Baião de Oliveira,
  • Cosme Damião Cruz and
  • Moyses Nascimento
  • + 3 authors+ 0 author

Genome-wide association studies (GWAS) are essential for identifying genomic regions associated with agronomic traits, but Linear Mixed Model (LMM)-based GWAS face challenges in capturing complex gene interactions. This study explores the potential o...

(This article belongs to the Section Application of Artificial Intelligence in Plant Biology)
  • Article
  • Open Access
3 Citations
3,506 Views
14 Pages

Fine-Tuning Quantitative Trait Loci Identified in Immortalized F2 Population Are Essential for Genomic Prediction of Hybrid Performance in Maize

  • Pingxi Wang,
  • Xingye Ma,
  • Xining Jin,
  • Xiangyuan Wu and ,
  • Xiaoxiang Zhang,
  • Huaisheng Zhang,
  • Hui Wang,
  • Hongwei Zhang,
  • Junjie Fu and
  • Shilin Chen
  • + 6 authors+ 1 author

21 February 2024

Maize breeding is greatly affected by hybrid vigor, a phenomenon that hybrids exhibit superior performance than parental lines. The immortalized F2 population (IMF2) is ideal for the genetic dissection and prediction of hybrid performance. Here, in t...

(This article belongs to the Section Crop Genetics, Genomics and Breeding)
  • Article
  • Open Access
7 Citations
3,361 Views
18 Pages

Genome-Wide Association Analysis of Rice Leaf Traits

  • Nansheng Wang,
  • Xingmeng Wang,
  • Yingzhi Qian,
  • Di Bai and ,
  • Yaling Bao,
  • Xueyu Zhao,
  • Peng Xu,
  • Keyang Li,
  • Jianfeng Li and
  • Yingyao Shi
  • + 7 authors+ 2 authors

25 October 2023

Yield-related traits have always been a research hotspot in rice breeding, and functional leaves directly affect the photosynthetic efficiency and yield of rice. Therefore, it is of great significance to explore the genes related to rice leaf size an...

(This article belongs to the Special Issue Recent Advances in Bioinformatics for Plant Genetic Traits)
  • Article
  • Open Access
863 Views
19 Pages

Locating QTL Controlling the Yield-Related Traits in Perennial Chinese Rice “Shendao3#”

  • Yuxin Yan,
  • Jiuyan Lu,
  • Meilin Wu,
  • Tingshen Peng and ,
  • Lin Tan,
  • Wenbin Nan,
  • Xiaojian Qin,
  • Ming Li,
  • Junyi Gong and
  • Yongshu Liang
  • + 5 authors+ 0 author

27 November 2025

Shendao3# (SD3#) exhibits perennial characteristics. Identifying the QTLs underlying the yield-related traits in SD3# provides a theoretical basis for future perennial rice breeding. In this study, SD3# and an F2 population derived from a cross betwe...

(This article belongs to the Section Crop Genetics, Genomics and Breeding)
  • Article
  • Open Access
15 Citations
4,844 Views
21 Pages

QTL Analysis for Bread Wheat Seed Size, Shape and Color Characteristics Estimated by Digital Image Processing

  • Mian Abdur Rehman Arif,
  • Evgenii G. Komyshev,
  • Mikhail A. Genaev,
  • Vasily S. Koval and ,
  • Nikolay A. Shmakov,
  • Andreas Börner and
  • Dmitry A. Afonnikov
  • + 2 authors+ 0 author

12 August 2022

The size, shape, and color of wheat seeds are important traits that are associated with yield and flour quality (size, shape), nutritional value, and pre-harvest sprouting (coat color). These traits are under multigenic control, and to dissect their...

(This article belongs to the Special Issue QTL Mapping of Seed Quality Traits in Crops)
  • Article
  • Open Access
4 Citations
1,880 Views
15 Pages

Multivariate Adaptive Regression Splines Enhance Genomic Prediction of Non-Additive Traits

  • Maurício de Oliveira Celeri,
  • Weverton Gomes da Costa,
  • Ana Carolina Campana Nascimento,
  • Camila Ferreira Azevedo and ,
  • Cosme Damião Cruz,
  • Vitor Seiti Sagae and
  • Moysés Nascimento
  • + 2 authors+ 0 author

27 September 2024

The present work used Multivariate Adaptive Regression Splines (MARS) for genomic prediction and to study the non-additive fraction present in a trait. To this end, 12 scenarios for an F2 population were simulated by combining three levels of broad-s...

(This article belongs to the Section Crop Breeding and Genetics)
  • Article
  • Open Access
9 Citations
2,042 Views
15 Pages

Identification of a New Major Oil Content QTL Overlapped with FAD2B in Cultivated Peanut (Arachis hypogaea L.)

  • Feifei Wang,
  • Huarong Miao,
  • Shengzhong Zhang,
  • Xiaohui Hu and ,
  • Chunjuan Li,
  • Weiqiang Yang and
  • Jing Chen
  • + 2 authors+ 0 author

18 February 2025

High oil content in peanut seeds is a key breeding objective for peanut (Arachis hypogaea L.) quality improvement. In order to explore the genetic basis of oil content in peanuts, a recombinant inbred line (RIL) population consisting of 256 lines was...

(This article belongs to the Section Plant Genetics, Genomics and Biotechnology)
  • Article
  • Open Access
21 Citations
4,285 Views
19 Pages

Genomic Architecture of Phenotypic Plasticity in Response to Water Stress in Tetraploid Wheat

  • Andrii Fatiukha,
  • Mathieu Deblieck,
  • Valentyna Klymiuk,
  • Lianne Merchuk-Ovnat and ,
  • Zvi Peleg,
  • Frank Ordon,
  • Tzion Fahima,
  • Abraham Korol,
  • Yehoshua Saranga and
  • Tamar Krugman
  • + 5 authors+ 0 author

9 February 2021

Phenotypic plasticity is one of the main mechanisms of adaptation to abiotic stresses via changes in critical developmental stages. Altering flowering phenology is a key evolutionary strategy of plant adaptation to abiotic stresses, to achieve the ma...

(This article belongs to the Special Issue Drought Stress Tolerance in Plants)
  • Article
  • Open Access
2 Citations
4,388 Views
21 Pages

Quantitative Trait Locus Mapping of Marsh Spot Disease Resistance in Cranberry Common Bean (Phaseolus vulgaris L.)

  • Bosen Jia,
  • Robert L. Conner,
  • Waldo C. Penner,
  • Chunfang Zheng and ,
  • Sylvie Cloutier,
  • Anfu Hou,
  • Xuhua Xia and
  • Frank M. You
  • + 3 authors+ 0 author

Common bean (Phaseolus vulgaris L.) is a food crop that is an important source of dietary proteins and carbohydrates. Marsh spot is a physiological disorder that diminishes seed quality in beans. Prior research suggested that this disease is likely c...

(This article belongs to the Collection Genetics and Molecular Breeding in Plants)
  • Article
  • Open Access
14 Citations
7,729 Views
19 Pages

Quantitative Trait Loci Mapping Problem: An Extinction-Based Multi-Objective Evolutionary Algorithm Approach

  • Ahmadreza Ghaffarizadeh,
  • Mehdi Eftekhari,
  • Ali K. Esmailizadeh and
  • Nicholas S. Flann

2 September 2013

The Quantitative Trait Loci (QTL) mapping problem aims to identify regions in the genome that are linked to phenotypic features of the developed organism that vary in degree. It is a principle step in determining targets for further genetic analysis...

  • Article
  • Open Access
10 Citations
3,855 Views
21 Pages

Genome-Wide Mapping of Quantitative Trait Loci for Yield-Attributing Traits of Peanut

  • Pushpesh Joshi,
  • Pooja Soni,
  • Vinay Sharma,
  • Surendra S. Manohar and ,
  • Sampath Kumar,
  • Shailendra Sharma,
  • Janila Pasupuleti,
  • Vincent Vadez,
  • Rajeev K. Varshney and
  • Naveen Puppala
  • + 6 authors+ 1 author

23 January 2024

Peanuts (Arachis hypogaea L.) are important high-protein and oil-containing legume crops adapted to arid to semi-arid regions. The yield and quality of peanuts are complex quantitative traits that show high environmental influence. In this study, a r...

(This article belongs to the Special Issue Genetics and Breeding of Polyploid Plants)
  • Article
  • Open Access
6 Citations
2,767 Views
22 Pages

10 June 2023

Seed-flooding stress is one of major abiotic constraints that adversely affects soybean production worldwide. Identifying tolerant germplasms and revealing the genetic basis of seed-flooding tolerance are imperative goals for soybean breeding. In the...

(This article belongs to the Section Plant Genetics, Genomics and Biotechnology)
  • Article
  • Open Access
15 Citations
3,684 Views
24 Pages

Genetic Control of Reproductive Traits under Different Temperature Regimes in Inbred Line Populations Derived from Crosses between S. pimpinellifolium and S. lycopersicum Accessions

  • Maria Jose Gonzalo,
  • Luciano Carlos da Maia,
  • Inmaculada Nájera,
  • Carlos Baixauli and ,
  • Giovanni Giuliano,
  • Paola Ferrante,
  • Antonio Granell,
  • Maria Jose Asins and
  • Antonio Jose Monforte
  • + 4 authors+ 0 author

14 April 2022

In the present work, we study the genetic control of reproductive traits under different heat stress conditions in two populations of inbred lines derived from crosses between two S. pimpinellifolium accessions and two tomato cultivars (E9×L5 a...

(This article belongs to the Section Plant Genetics, Genomics and Biotechnology)
  • Review
  • Open Access
67 Citations
10,035 Views
20 Pages

Role of the Genetic Background in Resistance to Plant Viruses

  • Jean-Luc Gallois,
  • Benoît Moury and
  • Sylvie German-Retana

20 September 2018

In view of major economic problems caused by viruses, the development of genetically resistant crops is critical for breeders but remains limited by the evolution of resistance-breaking virus mutants. During the plant breeding process, the introgress...

(This article belongs to the Special Issue Plant Viruses and Virus-Induced Diseases)
  • Article
  • Open Access
4 Citations
1,045 Views
16 Pages

Stacking Ensemble Learning for Genomic Prediction Under Complex Genetic Architectures

  • Maurício de Oliveira Celeri,
  • Moyses Nascimento,
  • Ana Carolina Campana Nascimento,
  • Filipe Ribeiro Formiga Teixeira and ,
  • Camila Ferreira Azevedo,
  • Cosme Damião Cruz and
  • Laís Mayara Azevedo Barroso
  • + 2 authors+ 0 author

20 January 2026

Genomic selection (GS) estimates the GEBV from genome-wide markers to reduce generation intervals and optimize germplasm selection, which is particularly advantageous for high-cost or late-expressed traits. While models like GBLUP are popular, they a...

(This article belongs to the Special Issue Innovations and Prospects for Future Agriculture: Applications of Machine Learning and AI in Crop Breeding)
  • Article
  • Open Access
7 Citations
3,502 Views
21 Pages

Molecular Mapping to Discover Reliable Salinity-Resilient QTLs from the Novel Landrace Akundi in Two Bi-Parental Populations Using SNP-Based Genome-Wide Analysis in Rice

  • Sheikh Maniruzzaman,
  • M. Akhlasur Rahman,
  • Mehfuz Hasan,
  • Mohammad Golam Rasul and ,
  • Abul Hossain Molla,
  • Hasina Khatun,
  • K. M. Iftekharuddaula,
  • Md. Shahjahan Kabir and
  • Salma Akter
  • + 4 authors+ 0 author

Achieving high-yield potential is always the ultimate objective of any breeding program. However, various abiotic stresses such as salinity, drought, cold, flood, and heat hampered rice productivity tremendously. Salinity is one of the most important...

(This article belongs to the Special Issue Regulatory Mechanisms of Development and Abiotic Stress Response by Transcriptional Regulators in Plants)
  • Article
  • Open Access
2 Citations
1,419 Views
15 Pages

Major Gene with Polygene Inheritance Analysis of Prostrate Growth Habit in Hybrids of Chrysanthemum yantaiense × C. indicum

  • Dawei Li,
  • Yuxian Xu,
  • Yuchao Tang,
  • Tongjun Zhou and ,
  • Hai Li,
  • Ziyu Guo,
  • Yilin Liang,
  • Yuxin Wang,
  • Yuyuan Chen and
  • Ming Sun
  • + 5 authors+ 0 author

29 April 2025

Plant architecture is a crucial trait for ornamental plants. Chrysanthemum with prostrate growth habit is a novel cultivar group of ground-cover chrysanthemum, which have high ornamental value, strong lodging resistance, and outstanding landscape gre...

(This article belongs to the Section Horticultural Science and Ornamental Plants)
  • Communication
  • Open Access
10 Citations
2,843 Views
7 Pages

Genetic Parameters for Selected Traits of Inbred Lines of Maize (Zea mays L.)

  • Adrian Cyplik,
  • Aleksandra Sobiech,
  • Agnieszka Tomkowiak and
  • Jan Bocianowski

9 July 2022

This paper presents an estimation of the parameters connected with the additive (a) effect, additive by additive (aa) epistatic effect, and additive by additive by additive (aaa) interaction gene effect for nine quantitative traits of maize (Zea mays...

  • Article
  • Open Access
10 Citations
4,511 Views
18 Pages

A Novel Introgression Line Library Derived from a Wild Melon Gives Insights into the Genetics of Melon Domestication, Uncovering New Genetic Variability Useful for Breeding

  • Manuel Campos,
  • Maria José Gonzalo,
  • Aurora Díaz,
  • Belén Picó and ,
  • Maria Luisa Gómez-Guillamón,
  • Antonio José Monforte and
  • Cristina Esteras
  • + 2 authors+ 0 author

A collection of 30 melon introgression lines (ILs) was developed from the wild accession Ames 24297 (TRI) into ‘Piel de Sapo’ (PS) genetic background. Each IL carried an average of 1.4 introgressions from TRI, and the introgressions repre...

(This article belongs to the Special Issue Melon Breeding and Molecular Research)
  • Article
  • Open Access
790 Views
17 Pages

Epistasis Effects of Chalkiness and Application Using Marker-Assisted Recurrent Selection in Indica Rice

  • Wenbin Gu,
  • Lumei Fu,
  • Xinjian Wang,
  • Jiahui Qi and ,
  • Chenyu Rong,
  • Feifei Li and
  • Xiangqian Zhao
  • + 2 authors+ 0 author

12 April 2026

Chalkiness is a complex quantitative trait regulated by both genetic and environmental factors. Reducing chalkiness has long been a research focus in rice genetics and breeding. A total of 108 markers on/closely linked to starch biosynthesizing genes...

(This article belongs to the Section Crop Breeding and Genetics)
  • Article
  • Open Access
20 Citations
6,724 Views
24 Pages

Mapping of Major Fusarium Head Blight Resistance from Canadian Wheat cv. AAC Tenacious

  • Raman Dhariwal,
  • Maria A. Henriquez,
  • Colin Hiebert,
  • Curt A. McCartney and
  • Harpinder S. Randhawa

Fusarium head blight (FHB) is one of the most devastating wheat disease due to its direct detrimental effects on grain-yield, quality and marketability. Resistant cultivars offer the most effective approach to manage FHB; however, the lack of differe...

(This article belongs to the Section Molecular Plant Sciences)
  • Article
  • Open Access
2 Citations
2,624 Views
14 Pages

Mapping of QTLs for Brown Rice Traits Based on Chromosome Segment Substitution Line in Rice (Oryza sativa L.)

  • Yujia Leng,
  • Lianmin Hong,
  • Tao Tao,
  • Qianqian Guo and ,
  • Qingqing Yang,
  • Mingqiu Zhang,
  • Xinzhe Ren,
  • Sukui Jin,
  • Xiuling Cai and
  • Jiping Gao
  • + 5 authors+ 0 author

Brown rice traits are critical to both grain yield and quality. In the present study, the chromosome segment substitution lines (CSSLs) population derived from a cross between japonica Koshihikari and indica Nona Bokra was used to analyze the brown r...

(This article belongs to the Special Issue Genetics, Genomics and Breeding of Rice)
  • Article
  • Open Access
12 Citations
9,446 Views
10 Pages

A KIT Variant Associated with Increased White Spotting Epistatic to MC1R Genotype in Horses (Equus caballus)

  • Laura Patterson Rosa,
  • Katie Martin,
  • Micaela Vierra,
  • Erica Lundquist and ,
  • Gabriel Foster,
  • Samantha A. Brooks and
  • Christa Lafayette
  • + 2 authors+ 0 author

2 August 2022

Over 40 identified genetic variants contribute to white spotting in the horse. White markings and spotting are under selection for their impact on the economic value of an equine, yet many phenotypes have an unknown genetic basis. Previous studies al...

(This article belongs to the Special Issue Novel Insights in Horse Breeding and Genetics)
  • Article
  • Open Access
2 Citations
3,027 Views
11 Pages

Unraveling the Influence of HHEX Risk Polymorphism rs7923837 on Multiple Sclerosis Pathogenesis

  • Adela González-Jiménez,
  • Pilar López-Cotarelo,
  • Teresa Agudo-Jiménez,
  • Marisa Martínez-Ginés and ,
  • Jose Manuel García-Domínguez,
  • Elena Urcelay and
  • Laura Espino-Paisán
  • + 2 authors+ 0 author

One of the multiple sclerosis (MS) risk polymorphisms, rs7923837, maps near the HHEX (hematopoietically-expressed homeobox) gene. This variant has also been associated with type 2 diabetes susceptibility and with triglyceride levels, suggesting its m...

(This article belongs to the Section Molecular Immunology)
  • Article
  • Open Access
19 Citations
3,759 Views
13 Pages

Genome-Wide Association Studies and Prediction of Tan Spot (Pyrenophora tritici-repentis) Infection in European Winter Wheat via Different Marker Platforms

  • Quddoos H. Muqaddasi,
  • Roop Kamal,
  • Vilson Mirdita,
  • Bernd Rodemann and ,
  • Martin W. Ganal,
  • Jochen C. Reif and
  • Marion S. Röder
  • + 2 authors+ 0 author

27 March 2021

Tan spot, caused by the fungus Pyrenophoratritici-repentis (Ptr), is a severe foliar disease of wheat (Triticumaestivum L.). Improving genetic resistance is a durable strategy to reduce Ptr-related losses. Here, we dissected Ptr-infection’s genetic b...

(This article belongs to the Special Issue Quantitative Genetics and Genomics to Accelerate Plant Breeding Research)

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