1
|
Wei J, Cheng M, Zhu JF, Zhang Y, Cui K, Wang X, Qi J. Comparative Genomic Analysis and Metabolic Potential Profiling of a Novel Culinary-Medicinal Mushroom, Hericium rajendrae (Basidiomycota). J Fungi (Basel) 2023; 9:1018. [PMID: 37888275 PMCID: PMC10608310 DOI: 10.3390/jof9101018] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 10/10/2023] [Accepted: 10/11/2023] [Indexed: 10/28/2023] Open
Abstract
Hericium rajendrae is an emerging species in the genus Hericium with few members. Despite being highly regarded due to its rarity, knowledge about H. rajendrae remains limited. In this study, we sequenced, de novo assembled, and annotated the complete genome of H. rajendrae NPCB A08, isolated from the Qinling Mountains in Shaanxi, China, using the Illumina NovaSeq and Nanopore PromethION technologies. Comparative genomic analysis revealed similarities and differences among the genomes of H. rajendrae, H. erinaceus, and H. coralloides. Phylogenomic analysis revealed the divergence time of the Hericium genus, while transposon analysis revealed evolutionary characteristics of the genus. Gene family variation reflected the expansion and contraction of orthologous genes among Hericium species. Based on genomic bioinformation, we identified the candidate genes associated with the mating system, carbohydrate-active enzymes, and secondary metabolite biosynthesis. Furthermore, metabolite profiling and comparative gene clusters analysis provided strong evidence for the biosynthetic pathway of erinacines in H. rajendrae. This work provides the genome of H. rajendrae for the first time, and enriches the genomic content of the genus Hericium. These findings also facilitate the application of H. rajendrae in complementary drug research and functional food manufacturing, advancing the field of pharmaceutical and functional food production involving H. rajendrae.
Collapse
Affiliation(s)
- Jing Wei
- Shangluo Key Research Laboratory of Standardized Planting & Quality Improvement of Bulk Chinese Medicinal Materials, College of Biology Pharmacy & Food Engineering, Shangluo University, Shangluo 726000, China
- Shaanxi Key Laboratory of Natural Products & Chemical Biology, College of Chemistry & Pharmacy, Northwest A&F University, 3 Taicheng Road, Xianyang 712100, China
- Qinba Mountains of Bio-Resource Collaborative Innovation Center of Southern Shaanxi Province, Hanzhong 723001, China
| | - Min Cheng
- Shangluo Key Research Laboratory of Standardized Planting & Quality Improvement of Bulk Chinese Medicinal Materials, College of Biology Pharmacy & Food Engineering, Shangluo University, Shangluo 726000, China
| | - Jian-fang Zhu
- Shaanxi Key Laboratory of Natural Products & Chemical Biology, College of Chemistry & Pharmacy, Northwest A&F University, 3 Taicheng Road, Xianyang 712100, China
| | - Yilin Zhang
- Shangluo Key Research Laboratory of Standardized Planting & Quality Improvement of Bulk Chinese Medicinal Materials, College of Biology Pharmacy & Food Engineering, Shangluo University, Shangluo 726000, China
| | - Kun Cui
- Shaanxi Key Laboratory of Natural Products & Chemical Biology, College of Chemistry & Pharmacy, Northwest A&F University, 3 Taicheng Road, Xianyang 712100, China
| | - Xuejun Wang
- Shangluo Key Research Laboratory of Standardized Planting & Quality Improvement of Bulk Chinese Medicinal Materials, College of Biology Pharmacy & Food Engineering, Shangluo University, Shangluo 726000, China
| | - Jianzhao Qi
- Shangluo Key Research Laboratory of Standardized Planting & Quality Improvement of Bulk Chinese Medicinal Materials, College of Biology Pharmacy & Food Engineering, Shangluo University, Shangluo 726000, China
- Shaanxi Key Laboratory of Natural Products & Chemical Biology, College of Chemistry & Pharmacy, Northwest A&F University, 3 Taicheng Road, Xianyang 712100, China
| |
Collapse
|
2
|
Jiang W, Wang J, Pan H, Yang R, Ma F, Luo J, Han C. Advances in Mechanism and Application of Molecular Breeding of Medicinal Mushrooms: A Review. Int J Med Mushrooms 2023; 25:65-74. [PMID: 37831513 DOI: 10.1615/intjmedmushrooms.2023050122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2023]
Abstract
With the development of molecular biology and genomics technology, mushroom breeding methods have changed from single traditional breeding to molecular breeding. Compared with traditional breeding methods, molecular breeding has the advantages of short time and high efficiency. It breaks through the restrictive factors of conventional breeding and improves the accuracy of breeding. Molecular breeding technology is gradually applied to mushroom breeding. This paper summarizes the concept of molecular breeding and the application progress of various molecular breeding technologies in mushroom breeding, in order to provide reference for future research on mushroom breeding.
Collapse
Affiliation(s)
- Wenming Jiang
- School of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, 250355, People's Republic of China
| | - Jing Wang
- Research and Development Center, Shandong Phoenix Biotechnology Co. Ltd., Taian, Shandong, 271000, P.R. China
| | - Hongyu Pan
- School of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, 250355, P.R. China
| | - Rui Yang
- School of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, 250355, People's Republic of China
| | - Feifei Ma
- School of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, 250355, People's Republic of China
| | - Jiahao Luo
- School of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, 250355, People's Republic of China
| | - Chunchao Han
- School of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan 250355, People's Republic of China; Shandong Provincial Collaborative Innovation Center for Quality Control and Construction of the Whole Industrial Chain of Traditional Chinese Medicine, Jinan, Shandong, 250355, People's Republic of China
| |
Collapse
|
3
|
Jo IH, Kim J, An H, Lee HY, So YS, Ryu H, Sung GH, Shim D, Chung JW. Pseudo-Chromosomal Genome Assembly in Combination with Comprehensive Transcriptome Analysis in Agaricus bisporus Strain KMCC00540 Reveals Mechanical Stimulus Responsive Genes Associated with Browning Effect. J Fungi (Basel) 2022; 8:886. [PMID: 36012874 PMCID: PMC9410529 DOI: 10.3390/jof8080886] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 08/09/2022] [Accepted: 08/18/2022] [Indexed: 11/17/2022] Open
Abstract
Agaricus bisporus is one of the world's most popular edible mushrooms, including in South Korea. We performed de novo genome assembly with a South Korean white-colored cultivar of A. bisporus, KMCC00540. After generating a scaffold-level genomic sequence, we inferred chromosome-level assembly by genomic synteny analysis with the representative A. bisporus strains H97 and H39. The KMCC00540 genome had 13 pseudochromosomes comprising 33,030,236 bp mostly covering both strains. A comparative genomic analysis with cultivar H97 indicated that most genomic regions and annotated proteins were shared (over 90%), ensuring that our cultivar could be used as a representative genome. However, A. bisporus suffers from browning even from only a slight mechanical stimulus during transportation, which significantly lowers its commercial value. To identify which genes respond to a mechanical stimulus that induces browning, we performed a time-course transcriptome analysis based on the de novo assembled genome. Mechanical stimulus induces up-regulation in long fatty acid ligase activity-related genes, as well as melanin biosynthesis genes, especially at early time points. In summary, we assembled the chromosome-level genomic information on a Korean strain of A. bisporus and identified which genes respond to a mechanical stimulus, which provided key hints for improving the post-harvest biological control of A. bisporus.
Collapse
Affiliation(s)
- Ick-Hyun Jo
- National Institute of Horticultural and Herbal Science, Rural Development Administration, Eumseong 27709, Korea
| | - Jaewook Kim
- Department of Biological Science, Chungnam National University, Daejeon 34134, Korea
| | - Hyejin An
- Department of Industrial Plant Science and Technology, Chungbuk National University, Cheongju 28644, Korea
| | - Hwa-Yong Lee
- Department of Forest Science, Chungbuk National University, Cheongju 28644, Korea
| | - Yoon-Sup So
- Department of Crop Science, Chungbuk National University, Cheongju 28644, Korea
| | - Hojin Ryu
- Department of Biology, Chungbuk National University, Cheongju 28644, Korea
| | - Gi-Ho Sung
- Institute for Bio-Medical Convergence, International St. Mary’s Hospital, College of Medicine Catholic Kwandong University, Incheon 21431, Korea
| | - Donghwan Shim
- Department of Biological Science, Chungnam National University, Daejeon 34134, Korea
| | - Jong-Wook Chung
- Department of Industrial Plant Science and Technology, Chungbuk National University, Cheongju 28644, Korea
| |
Collapse
|
4
|
An H, Lee HY, Shin H, Bang JH, Han S, Oh YL, Jang KY, Cho H, Hyun TK, Sung J, So YS, Jo IH, Chung JW. Evaluation of Genetic Diversity and Population Structure Analysis among Germplasm of Agaricus bisporus by SSR Markers. MYCOBIOLOGY 2021; 49:376-384. [PMID: 34512081 PMCID: PMC8409946 DOI: 10.1080/12298093.2021.1940746] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 06/04/2021] [Accepted: 06/07/2021] [Indexed: 06/13/2023]
Abstract
Agaricus bisporus is a popular edible mushroom that is cultivated worldwide. Due to its secondary homothallic nature, cultivated A. bisporus strains have low genetic diversity, and breeding novel strains is challenging. The aim of this study was to investigate the genetic diversity and population structure of globally collected A. bisporus strains using simple sequence repeat (SSR) markers. Agaricus bisporus strains were divided based on genetic distance-based groups and model-based subpopulations. The major allele frequency (MAF), number of genotypes (NG), number of alleles (NA), observed heterozygosity (HO), expected heterozygosity (HE), and polymorphic information content (PIC) were calculated, and genetic distance, population structure, genetic differentiation, and Hardy-Weinberg equilibrium (HWE) were assessed. Strains were divided into two groups by distance-based analysis and into three subpopulations by model-based analysis. Strains in subpopulations POP A and POP B were included in Group I, and strains in subpopulation POP C were included in Group II. Genetic differentiation between strains was 99%. Marker AB-gSSR-1057 in Group II and subpopulation POP C was confirmed to be in HWE. These results will enhance A. bisporus breeding programs and support the protection of genetic resources.
Collapse
Affiliation(s)
- Hyejin An
- Department of Industrial Plant Science and Technology, Chungbuk National University, Cheongju, Republic of Korea
| | - Hwa-Yong Lee
- Department of Forest Science, Chungbuk National University, Cheongju, Republic of Korea
| | - Hyeran Shin
- Department of Industrial Plant Science and Technology, Chungbuk National University, Cheongju, Republic of Korea
| | - Jun Hyoung Bang
- Department of Industrial Plant Science and Technology, Chungbuk National University, Cheongju, Republic of Korea
| | - Seahee Han
- Department of Industrial Plant Science and Technology, Chungbuk National University, Cheongju, Republic of Korea
| | - Youn-Lee Oh
- Department of Herbal Crop Research, National Institute of Horticultural and Herbal Science, Eumseong, Republic of Korea
| | - Kab-Yeul Jang
- Department of Herbal Crop Research, National Institute of Horticultural and Herbal Science, Eumseong, Republic of Korea
| | - Hyunwoo Cho
- Department of Industrial Plant Science and Technology, Chungbuk National University, Cheongju, Republic of Korea
| | - Tae Kyung Hyun
- Department of Industrial Plant Science and Technology, Chungbuk National University, Cheongju, Republic of Korea
| | - Jwakyung Sung
- Department of Crop Science, Chungbuk National University, Cheongju, Republic of Korea
| | - Yoon-Sup So
- Department of Crop Science, Chungbuk National University, Cheongju, Republic of Korea
| | - Ick-Hyun Jo
- Department of Herbal Crop Research, National Institute of Horticultural and Herbal Science, Eumseong, Republic of Korea
| | - Jong-Wook Chung
- Department of Industrial Plant Science and Technology, Chungbuk National University, Cheongju, Republic of Korea
| |
Collapse
|
5
|
An H, Lee HY, Shim D, Choi SH, Cho H, Hyun TK, Jo IH, Chung JW. Development of CAPS Markers for Evaluation of Genetic Diversity and Population Structure in the Germplasm of Button Mushroom ( Agaricus bisporus). J Fungi (Basel) 2021; 7:375. [PMID: 34064696 PMCID: PMC8151297 DOI: 10.3390/jof7050375] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 05/04/2021] [Accepted: 05/10/2021] [Indexed: 01/24/2023] Open
Abstract
Agaricus bisporus is a globally cultivated mushroom with high economic value. Despite its widespread cultivation, commercial button mushroom strains have little genetic diversity and discrimination of strains for identification and breeding purposes is challenging. Molecular markers suitable for diversity analyses of germplasms with similar genotypes and discrimination between accessions are needed to support the development of new varieties. To develop cleaved amplified polymorphic sequences (CAPs) markers, single nucleotide polymorphism (SNP) mining was performed based on the A. bisporus genome and resequencing data. A total of 70 sets of CAPs markers were developed and applied to 41 A. bisporus accessions for diversity, multivariate, and population structure analyses. Of the 70 SNPs, 62.85% (44/70) were transitions (G/A or C/T) and 37.15% (26/70) were transversions (A/C, A/T, C/G, or G/T). The number of alleles per locus was 1 or 2 (average = 1.9), and expected heterozygosity and gene diversity were 0.0-0.499 (mean = 0.265) and 0.0-0.9367 (mean = 0.3599), respectively. Multivariate and cluster analyses of accessions produced similar groups, with F-statistic values of 0.134 and 0.153 for distance-based and model-based groups, respectively. A minimum set of 10 markers optimized for accession identification were selected based on high index of genetic diversity (GD, range 0.299-0.499) and major allele frequency (MAF, range 0.524-0.817). The CAPS markers can be used to evaluate genetic diversity and population structure and will facilitate the management of emerging genetic resources.
Collapse
Affiliation(s)
- Hyejin An
- Department of Industrial Plant Science and Technology, Chungbuk National University, Cheongju 28644, Korea; (H.A.); (H.C.); (T.K.H.)
| | - Hwa-Yong Lee
- Department of Forest Science, Chungbuk National University, Cheongju 28644, Korea;
| | - Donghwan Shim
- Department of Biological Science, Chungnam National University, Daejeon 34134, Korea;
| | - Seong Ho Choi
- Department of Animal Science, Chungbuk National University, Cheongju 28644, Korea;
| | - Hyunwoo Cho
- Department of Industrial Plant Science and Technology, Chungbuk National University, Cheongju 28644, Korea; (H.A.); (H.C.); (T.K.H.)
| | - Tae Kyung Hyun
- Department of Industrial Plant Science and Technology, Chungbuk National University, Cheongju 28644, Korea; (H.A.); (H.C.); (T.K.H.)
| | - Ick-Hyun Jo
- National Institute of Horticultural and Herbal Science, RDA, Eumseong 27709, Korea
| | - Jong-Wook Chung
- Department of Industrial Plant Science and Technology, Chungbuk National University, Cheongju 28644, Korea; (H.A.); (H.C.); (T.K.H.)
| |
Collapse
|