1
|
Li Y, Shu J, Tan P, Dong X, Zhang M, He T, Yang Z, Zhang X, Giovannucci EL, Liu Z, Zhou Z, Li Q, Xu Y, Xu X, Peng T, Lu J, Zhang Y, Zhu H, Fang A. Genetic variants in folate metabolism-related genes, serum folate and hepatocellular carcinoma survival: the Guangdong Liver Cancer Cohort study. Br J Nutr 2024; 132:1411-1422. [PMID: 39506332 DOI: 10.1017/s0007114524001776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2024]
Abstract
Folate metabolism is involved in the development and progression of various cancers. We investigated the association of single nucleotide polymorphisms (SNP) in folate-metabolising genes and their interactions with serum folate concentrations with overall survival (OS) and liver cancer-specific survival (LCSS) of newly diagnosed hepatocellular carcinoma (HCC) patients. We detected the genotypes of six SNP in three genes related to folate metabolism: methylenetetrahydrofolate reductase (MTHFR), 5-methyltetrahydrofolate-homocysteine methyltransferase reductase (MTRR) and 5-methyltetrahydrofolate-homocysteine methyltransferase (MTR). Cox proportional hazard models were used to calculate multivariable-adjusted hazard ratios (HR) and 95 % CI. This analysis included 970 HCC patients with genotypes of six SNP, and 864 of them had serum folate measurements. During a median follow-up of 722 d, 393 deaths occurred, with 360 attributed to HCC. In the fully-adjusted models, the MTRR rs1801394 polymorphism was significantly associated with OS in additive (per G allele: HR = 0·84, 95 % CI: 0·71, 0·99), co-dominant (AG v. AA: HR = 0·77; 95 % CI: 0·62, 0·96) and dominant (AG + GG v. AA: HR = 0·78; 95 % CI: 0·63, 0·96) models. Carrying increasing numbers of protective alleles was linked to better LCSS (HR10–12 v. 2–6 = 0·70; 95 % CI: 0·49, 1·00) and OS (HR10–12 v. 2–6 = 0·67; 95 % CI: 0·47, 0·95). Furthermore, we observed significant interactions on both multiplicative and additive scales between serum folate levels and MTRR rs1801394 polymorphism. Carrying the variant G allele of the MTRR rs1801394 is associated with better HCC prognosis and may enhance the favourable association between higher serum folate levels and improved survival among HCC patients.
Collapse
Affiliation(s)
- Yunshan Li
- Department of Nutrition, Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-sen University, Guangzhou, People's Republic of China
| | - Jing Shu
- Department of Nutrition, Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-sen University, Guangzhou, People's Republic of China
| | - Peishan Tan
- Department of Nutrition, Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-sen University, Guangzhou, People's Republic of China
| | - Xiaocong Dong
- Department of Nutrition, Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-sen University, Guangzhou, People's Republic of China
| | - Mingjie Zhang
- Department of Nutrition, Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-sen University, Guangzhou, People's Republic of China
| | - Tongtong He
- Department of Nutrition, Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-sen University, Guangzhou, People's Republic of China
| | - Zhijun Yang
- Department of Nutrition, Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-sen University, Guangzhou, People's Republic of China
| | - Xuehong Zhang
- Channing Division of Network Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Yale University School of Nursing, Orange, CT, USA
| | - Edward L Giovannucci
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Zhaoyan Liu
- Department of Nutrition, Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-sen University, Guangzhou, People's Republic of China
| | - Zhongguo Zhou
- Department of Hepatobiliary Surgery, State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China
| | - Qijiong Li
- Department of Hepatobiliary Surgery, State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China
| | - Yanjun Xu
- Department of Chronic Noncommunicable Disease Prevention and Control, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, People's Republic of China
| | - Xiaojun Xu
- Department of Chronic Noncommunicable Disease Prevention and Control, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, People's Republic of China
| | - Tianyou Peng
- Department of Nutrition, Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-sen University, Guangzhou, People's Republic of China
| | - Jialin Lu
- Department of Nutrition, Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-sen University, Guangzhou, People's Republic of China
| | - Yaojun Zhang
- Department of Hepatobiliary Surgery, State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China
| | - Huilian Zhu
- Department of Nutrition, Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-sen University, Guangzhou, People's Republic of China
| | - Aiping Fang
- Department of Nutrition, Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-sen University, Guangzhou, People's Republic of China
| |
Collapse
|
2
|
Wang Y, Ma J, Wu Y, Yang S, Wang P, Zhang H, Li J, Chen L, Kong W, Xia Y, Wang Q, Liu J. A simple, cost-effective, and efficient method for screening CRISPR/Cas9 mutants in plants. JOURNAL OF PLANT PHYSIOLOGY 2024; 303:154375. [PMID: 39504623 DOI: 10.1016/j.jplph.2024.154375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2024] [Revised: 10/30/2024] [Accepted: 10/30/2024] [Indexed: 11/08/2024]
Abstract
The clustered regularly interspaced short palindromic repeats (CRISPR)/CRISPR-associated protein 9 (Cas9)-mediated genome editing system is widely used for targeted mutagenesis in a growing number of plant species. To streamline the screening process for mutants, especially those generated from low-efficiency editing events, there is a need for a rapid, cost-effective, and efficient method. Although several screening methods have been developed to process initial samples, these methods often tend to be time-consuming, expensive, or inefficient when dealing with larger sample sizes. Here we describe a simple, rapid, low-cost, and sensitive screening method for screening CRISPR/Cas9 mutants called PCR-Bsl I-associated analysis (PCR-BAA). This method requires only standard PCR and Bsl I restriction enzyme digestion, as well as agarose gel electrophoresis analysis. This method is particularly well suited for the efficient screening of mutants from larger populations of transformants. The simplicity, low cost, and high sensitivity of the PCR-BAA method make it particularly suitable for rapid screening of CRISPR/Cas9-induced mutants, especially those from low-efficiency editing events.
Collapse
Affiliation(s)
- Yiping Wang
- College of Plant Protection, Yangzhou University, Yangzhou, Jiangsu, China.
| | - Jun Ma
- College of Plant Protection, Yangzhou University, Yangzhou, Jiangsu, China
| | - Yingying Wu
- College of Plant Protection, Yangzhou University, Yangzhou, Jiangsu, China
| | - Shuying Yang
- College of Plant Protection, Yangzhou University, Yangzhou, Jiangsu, China
| | - Pengxi Wang
- Department of Biology, Hong Kong Baptist University, Hong Kong, China
| | - Hailei Zhang
- Department of Biology, Hong Kong Baptist University, Hong Kong, China
| | - Jitong Li
- College of Plant Protection, Yangzhou University, Yangzhou, Jiangsu, China
| | - Lin Chen
- College of Plant Protection, Yangzhou University, Yangzhou, Jiangsu, China
| | - Weiwen Kong
- College of Plant Protection, Yangzhou University, Yangzhou, Jiangsu, China
| | - Yiji Xia
- Department of Biology, Hong Kong Baptist University, Hong Kong, China
| | - Qiong Wang
- College of Plant Protection, Yangzhou University, Yangzhou, Jiangsu, China.
| | - Jinglan Liu
- College of Plant Protection, Yangzhou University, Yangzhou, Jiangsu, China.
| |
Collapse
|
3
|
Kalendar R, Shevtsov A, Otarbay Z, Ismailova A. In silico PCR analysis: a comprehensive bioinformatics tool for enhancing nucleic acid amplification assays. FRONTIERS IN BIOINFORMATICS 2024; 4:1464197. [PMID: 39435190 PMCID: PMC11491563 DOI: 10.3389/fbinf.2024.1464197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2024] [Accepted: 09/17/2024] [Indexed: 10/23/2024] Open
Abstract
Nucleic acid amplification assays represent a pivotal category of methodologies for targeted sequence detection within contemporary biological research, boasting diverse utility in diagnostics, identification, and DNA sequencing. The foundational principles of these assays have been extrapolated to various simple and intricate nucleic acid amplification technologies. Concurrently, a burgeoning trend toward computational or virtual methodologies is exemplified by in silico PCR analysis. In silico PCR analysis is a valuable and productive adjunctive approach for ensuring primer or probe specificity across a broad spectrum of PCR applications encompassing gene discovery through homology analysis, molecular diagnostics, DNA profiling, and repeat sequence identification. The prediction of primer and probe sensitivity and specificity necessitates thorough database searches, accounting for an optimal balance of mismatch tolerance, sequence similarity, and thermal stability. This software facilitates in silico PCR analyses of both linear and circular DNA templates, including bisulfited treatment DNA, enabling multiple primer or probe searches within databases of varying scales alongside advanced search functionalities. This tool is suitable for processing batch files and is essential for automation when working with large amounts of data.
Collapse
Affiliation(s)
- Ruslan Kalendar
- Helsinki Institute of Life Science (HiLIFE), University of Helsinki, Biocentre 3, Helsinki, Finland
- National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan
| | | | | | - Aisulu Ismailova
- Department Information Systems, S. Seifullin Kazakh Agro Technical Research University, Astana, Kazakhstan
| |
Collapse
|
4
|
Zhan J, Wang D, Wu W, Deng D, Duan C, Sun S, Zhu Z. Three Novel er1 Alleles and Their Functional Markers for Breeding Resistance to Powdery Mildew ( Erysiphe pisi) in Pea. PLANT DISEASE 2024; 108:3044-3051. [PMID: 38803073 DOI: 10.1094/pdis-04-24-0859-re] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
Powdery mildew caused by Erysiphe pisi DC is a global notorious disease on peas. Deploying resistance pea cultivars is the most efficient and environmentally friendly method for disease control. This study focuses on revealing the resistance genes in three pea germplasms and developing their functional markers for resistance breeding. The identification of resistance genes involved genetic mapping and the sequencing of the pea mildew resistance locus O homolog PsMLO1 gene. To confirm the heredity of three resistant germplasms, they were crossed with susceptible cultivars to generate F1, F2, and F2:3 populations. The F1 generation exhibited susceptibility to E. pisi, whereas the segregation patterns in subsequent generations adhered to the 3:1 (susceptible: resistant) and 1:2:1 (susceptible homozygotes: heterozygotes: resistant homozygotes) ratios, indicating that powdery mildew resistance was governed by a single recessive gene in each germplasm. Analysis of er1-linked markers and genetic mapping suggested that the resistance genes could be er1 alleles in these germplasms. The multiple clone sequencing results of the three homologous PsMLO1 genes showed they were novel er1 alleles, named er1-15, er1-16, and er1-17. The er1-15 and er1-16 were caused by 1-bp deletion at position 335 (A) and 429 (T) in exon 3, respectively, whereas er1-17 was caused by a 1-bp insertion at position 248 in exon 3, causing a frame-shift mutation and premature termination of PsMLO1 protein translation. Their respective functional markers, kompetitive allele-specific PCR (KASP)-er1-15, KASP-er1-16, and KASP-er1-17, were successfully developed and validated in respective mapping populations and pea germplasms. These results provide valuable tools for pea breeding resistance to E. pisi.
Collapse
Affiliation(s)
- Junliang Zhan
- Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (ICS-CAAS), Beijing 100081, China
| | - Danhua Wang
- Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (ICS-CAAS), Beijing 100081, China
| | - Wenqi Wu
- Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (ICS-CAAS), Beijing 100081, China
| | - Dong Deng
- Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (ICS-CAAS), Beijing 100081, China
| | - Canxing Duan
- Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (ICS-CAAS), Beijing 100081, China
| | - Suli Sun
- Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (ICS-CAAS), Beijing 100081, China
| | - Zhendong Zhu
- Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (ICS-CAAS), Beijing 100081, China
| |
Collapse
|
5
|
Shu J, Zhang M, Dong X, Long J, Li Y, Tan P, He T, Giovannucci EL, Zhang X, Zhou Z, Xu Y, Xu X, Peng T, Lu J, Chen M, Zhu H, Zhang Y, Fang A. Vitamin D receptor gene polymorphisms, bioavailable 25-hydroxyvitamin D, and hepatocellular carcinoma survival. J Natl Cancer Inst 2024; 116:1687-1696. [PMID: 38830043 DOI: 10.1093/jnci/djae116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Revised: 05/06/2024] [Accepted: 05/23/2024] [Indexed: 06/05/2024] Open
Abstract
BACKGROUND Little is known about the role of vitamin D receptor polymorphisms and their interaction with vitamin D status in hepatocellular carcinoma (HCC) prognosis. METHODS We evaluated the association of TaqI, BsmI, Cdx-2, and ApaI polymorphisms, individually and in combination, with liver cancer-specific (LCSS) and overall survival (OS) among 967 patients with newly diagnosed HCC. Subsequently, we examined whether these polymorphisms modified the association between serum bioavailable 25-hydroxyvitamin D (25OHD) concentrations and survival. Cox proportional hazard models were used to calculate hazard ratios (HRs) and 95% confidence intervals (CIs). RESULTS During a median follow-up of 1017 days, 393 deaths occurred, with 360 attributed to HCC. Having TaqI G allele (HRper allele = 1.30, 95% CI = 1.08 to 1.57) or BsmI T allele (HRper allele = 1.41, 95% CI = 1.01 to 1.99) was associated with worse LCSS. Carrying increasing numbers of protective alleles was associated with superior LCSS (HR6-8 vs 0-3 = 0.52, 95% CI = 0.34 to 0.80). The inverse association of bioavailable 25OHD with LCSS was statistically significant only in patients with TaqI AA (HRQuartile 4 vs Quartile 1 = 0.63, 95% CI = 0.44 to 0.92), BsmI CC (HRQuartile 4 vs Quartile 1 = 0.62, 95% CI = 0.44 to 0.88), and 6 to 8 protective alleles (HRQuartile 4 vs Quartile 1 = 0.45, 95% CI = 0.23 to 0.87). Similar associations were observed for OS. CONCLUSIONS Patients carrying wild-type TaqI, BsmI, or more protective alleles had improved survival and might benefit from optimizing bioavailable 25OHD status.
Collapse
Affiliation(s)
- Jing Shu
- Department of Nutrition, Guangdong Provincial Key Laboratory of Food, Nutrition, and Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Mingjie Zhang
- Department of Nutrition, Guangdong Provincial Key Laboratory of Food, Nutrition, and Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Xiaocong Dong
- Department of Nutrition, Guangdong Provincial Key Laboratory of Food, Nutrition, and Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Jingan Long
- Department of Nutrition, Guangdong Provincial Key Laboratory of Food, Nutrition, and Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
- Department of Public Health, Guiyang Center for Disease Control and Prevention, Guiyang, China
| | - Yunshan Li
- Department of Nutrition, Guangdong Provincial Key Laboratory of Food, Nutrition, and Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Peishan Tan
- Department of Nutrition, Guangdong Provincial Key Laboratory of Food, Nutrition, and Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Tongtong He
- Department of Nutrition, Guangdong Provincial Key Laboratory of Food, Nutrition, and Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Edward L Giovannucci
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Xuehong Zhang
- Channing Division of Network Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Yale University School of Nursing, Orange, CT, USA
| | - Zhongguo Zhou
- Department of Hepatobiliary Surgery, State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Yanjun Xu
- Department of Chronic Noncommunicable Disease Prevention and Control, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
| | - Xiaojun Xu
- Department of Chronic Noncommunicable Disease Prevention and Control, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
| | - Tianyou Peng
- Department of Nutrition, Guangdong Provincial Key Laboratory of Food, Nutrition, and Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Jialin Lu
- Department of Nutrition, Guangdong Provincial Key Laboratory of Food, Nutrition, and Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Minshan Chen
- Department of Hepatobiliary Surgery, State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Huilian Zhu
- Department of Nutrition, Guangdong Provincial Key Laboratory of Food, Nutrition, and Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Yaojun Zhang
- Department of Hepatobiliary Surgery, State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Aiping Fang
- Department of Nutrition, Guangdong Provincial Key Laboratory of Food, Nutrition, and Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
| |
Collapse
|
6
|
Huang DZ, Zhang X, Rao J. [Progression and application of circulating tumor DNA in lymphoma]. ZHONGHUA XUE YE XUE ZA ZHI = ZHONGHUA XUEYEXUE ZAZHI 2024; 45:878-882. [PMID: 39414617 PMCID: PMC11518914 DOI: 10.3760/cma.j.cn121090-20240528-00197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Indexed: 10/18/2024]
Abstract
Lymphomas are a highly heterogeneous group of tumors that are classified into several subtypes. The gold standard method for the molecular profiling of lymphoma is based on invasive lymph node or tissue biopsy. However, this method cannot accurately capture spatial tumor heterogeneity in each patient as well as systemic tumor invasion and tumor burden. Circulating tumor DNA (ctDNA) is an emerging and highly versatile biomarker that overcomes the basic limitations of imaging scanning and tissue biopsy; has the characteristics of being simple, rapid, and non-invasive; and has good specificity and high sensitivity. ctDNA testing has been applied to a variety of subtypes of lymphoma and has been used for somatic mutation genotyping, efficacy monitoring during treatment, detection of minimal residual disease, and the prediction of survival, which may help clinicians make better clinical decisions in the diagnosis and treatment of lymphoma patients. Furthermore, this study also aims to review the different methods of ctDNA analysis and describe the specific applications of ctDNA in different lymphoma subtypes.
Collapse
Affiliation(s)
- D Z Huang
- Medical Center of Hematology, Xinqiao Hospital of Army Medical University, Chongqing Key Laboratory of Hematology and Microenvironment, State Key Laboratory of Trauma and Chemical Poisoning, Chongqing 400037, China
| | - X Zhang
- Medical Center of Hematology, Xinqiao Hospital of Army Medical University, Chongqing Key Laboratory of Hematology and Microenvironment, State Key Laboratory of Trauma and Chemical Poisoning, Chongqing 400037, China Jinfeng Laboratory, Chongqing 401329, China
| | - J Rao
- Medical Center of Hematology, Xinqiao Hospital of Army Medical University, Chongqing Key Laboratory of Hematology and Microenvironment, State Key Laboratory of Trauma and Chemical Poisoning, Chongqing 400037, China
| |
Collapse
|
7
|
Wu Y, Chang Y, Sun Y, Wang Y, Li K, Lu Z, Liu Q, Wang F, Wei L. A multi-AS-PCR-coupled CRISPR/Cas12a assay for the detection of ten single-base mutations. Anal Chim Acta 2024; 1320:343027. [PMID: 39142774 DOI: 10.1016/j.aca.2024.343027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2024] [Revised: 07/15/2024] [Accepted: 07/24/2024] [Indexed: 08/16/2024]
Abstract
Single-nucleotide polymorphism (SNP) detection is critical for diagnosing diseases, and the development of rapid and accurate diagnostic tools is essential for treatment and prevention. Allele-specific polymerase chain reaction (AS-PCR) is widely used for detecting SNPs with multiplexing capabilities, while CRISPR-based technologies provide high sensitivity and specificity in targeting mutation sites through specific guide RNAs (gRNAs). In this study, we have integrated the high sensitivity and specificity of CRISPR technology with the multiplexing capabilities of AS-PCR, achieving the simultaneous detection of ten single-base mutations. As for Multi-AS-PCR, our research identified that competitive inhibition of primers targeting the same loci, coupled with divergent amplification efficiencies of these primers, could result in diminished amplification efficiency. Consequently, we adjusted and optimized primer combinations and ratios to enhance the amplification efficacy of Multi-AS-PCR. Finally, we successfully developed a novel nested Multi-AS-PCR-Cas12a method for multiplex SNPs detection. To evaluate the clinical utility of this method in a real-world setting, we applied it to diagnose rifampicin-resistant tuberculosis (TB). The limit of detection (LoD) for the nested Multi-AS-PCR-Cas12a was 102 aM, achieving sensitivity, specificity, positive predictive value, and negative predictive value of 100 %, 93.33 %, 90.00 %, and 100 %, respectively, compared to sequencing. In summary, by employing an innovative design that incorporates a universal reverse primer alongside ten distinct forward allele-specific primers, the nested Multi-AS-PCR-Cas12a technique facilitates the parallel detection of ten rpoB gene SNPs. This method also holds broad potential for the detection of drug-resistant gene mutations in infectious diseases and tumors, as well as for the screening of specific genetic disorders.
Collapse
Affiliation(s)
- Yaozhou Wu
- First School of Clinical Medicine, Lanzhou University, Lanzhou, 730000, PR China; Department of Clinical Laboratory, Gansu Provincial Hospital, Lanzhou, 730000, PR China
| | - Yanbin Chang
- Department of Clinical Laboratory, Gansu Provincial Hospital, Lanzhou, 730000, PR China
| | - Yingying Sun
- First School of Clinical Medicine, Ningxia Medical University, Yinchuan, 750000, PR China
| | - Yulin Wang
- School of Public Health, Gansu University of Chinese Medicine, Lanzhou, 730000, PR China
| | - Keke Li
- Department of Clinical Laboratory, Gansu Provincial Hospital, Lanzhou, 730000, PR China
| | - Zhangping Lu
- School of Public Health, Gansu University of Chinese Medicine, Lanzhou, 730000, PR China
| | - Qianqian Liu
- First School of Clinical Medicine, Ningxia Medical University, Yinchuan, 750000, PR China
| | - Fang Wang
- Department of Clinical Laboratory, Gansu Provincial Hospital, Lanzhou, 730000, PR China.
| | - Lianhua Wei
- First School of Clinical Medicine, Lanzhou University, Lanzhou, 730000, PR China; Department of Clinical Laboratory, Gansu Provincial Hospital, Lanzhou, 730000, PR China.
| |
Collapse
|
8
|
Schwämmle ME, Bucher F, Schlunck G, Martin G. Genotyping single point mutations in rd1 and rd8 mice using melting curve analysis of qPCR fragments. Sci Rep 2024; 14:19909. [PMID: 39198547 PMCID: PMC11358275 DOI: 10.1038/s41598-024-70949-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Accepted: 08/22/2024] [Indexed: 09/01/2024] Open
Abstract
PCR is tolerant to single nucleotide mismatches. Therefore, genotyping of point mutations by PCR requires special conditions for the amplification of allele-specific PCR fragments. MS-PCR (mutagenically separated PCR) is an improved version of ARMS (amplification refractory mutation system) in which additional nucleotide mismatches near the mutation site are used to separate the wt fragments from the mutant fragments in a single-tube PCR. In the originally described procedure, the resulting fragments are resolved on agarose gels according to differences in size introduced by different lengths of the allele-specific primers. In order to evaluate the PCR fragments by melting curve analysis, we enlarged the difference in the melting temperatures of the fragments of the two alleles by increasing the GC content of the longer allele-specific primer resulting in a higher melting temperature of the corresponding fragment. Using the murine retinal degeneration mutations rd1 and rd8 as an example, we show that such primers result in an easy to handle genotyping procedure: qPCR followed by melting curve analysis. In summary, MS-PCR is a simple and easy-to-use method for detecting single nucleotide variants.
Collapse
Affiliation(s)
- Melanie E Schwämmle
- Eye Center, Medical Center, Faculty of Medicine, University of Freiburg, Killianstr. 5, 79106, Freiburg, Germany
- Faculty of Biology, University of Freiburg, Freiburg, Germany
| | - Felicitas Bucher
- Eye Center, Medical Center, Faculty of Medicine, University of Freiburg, Killianstr. 5, 79106, Freiburg, Germany
| | - Günther Schlunck
- Eye Center, Medical Center, Faculty of Medicine, University of Freiburg, Killianstr. 5, 79106, Freiburg, Germany
| | - Gottfried Martin
- Eye Center, Medical Center, Faculty of Medicine, University of Freiburg, Killianstr. 5, 79106, Freiburg, Germany.
| |
Collapse
|
9
|
Canales Holzeis C, Gepts P, Koebner R, Mathur PN, Morgan S, Muñoz-Amatriaín M, Parker TA, Southern EM, Timko MP. The Kirkhouse Trust: Successes and Challenges in Twenty Years of Supporting Independent, Contemporary Grain Legume Breeding Projects in India and African Countries. PLANTS (BASEL, SWITZERLAND) 2024; 13:1818. [PMID: 38999658 PMCID: PMC11243813 DOI: 10.3390/plants13131818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Revised: 06/19/2024] [Accepted: 06/25/2024] [Indexed: 07/14/2024]
Abstract
This manuscript reviews two decades of projects funded by the Kirkhouse Trust (KT), a charity registered in the UK. KT was established to improve the productivity of legume crops important in African countries and in India. KT's requirements for support are: (1) the research must be conducted by national scientists in their home institution, either a publicly funded agricultural research institute or a university; (2) the projects need to include a molecular biology component, which to date has mostly comprised the use of molecular markers for the selection of one or more target traits in a crop improvement programme; (3) the projects funded are included in consortia, to foster the creation of scientific communities and the sharing of knowledge and breeding resources. This account relates to the key achievements and challenges, reflects on the lessons learned and outlines future research priorities.
Collapse
Affiliation(s)
| | - Paul Gepts
- Section of Crop & Ecosystem Sciences, Department of Plant Sciences, University of California, 1 Shields Avenue, Davis, CA 95616, USA
| | - Robert Koebner
- The Kirkhouse Trust, Unit 6 Fenlock Court, Long Hanborough OX29 8LN, UK
| | | | - Sonia Morgan
- The Kirkhouse Trust, Unit 6 Fenlock Court, Long Hanborough OX29 8LN, UK
| | - María Muñoz-Amatriaín
- Departamento de Biología Molecular (Área Genética), Universidad de León, 24071 León, Spain
| | - Travis A Parker
- Section of Crop & Ecosystem Sciences, Department of Plant Sciences, University of California, 1 Shields Avenue, Davis, CA 95616, USA
| | - Edwin M Southern
- The Kirkhouse Trust, Unit 6 Fenlock Court, Long Hanborough OX29 8LN, UK
| | - Michael P Timko
- Department of Biology, University of Virginia, Charlottesville, VA 22904, USA
| |
Collapse
|
10
|
Devyatkin VA, Shklyar AA, Fursova AZ, Rumyantseva YV, Kozhevnikova OS. Allele-specific PCR with fluorescently labeled probes: criteria for selecting primers for genotyping. Vavilovskii Zhurnal Genet Selektsii 2024; 28:351-359. [PMID: 38946890 PMCID: PMC11211992 DOI: 10.18699/vjgb-24-40] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 10/04/2023] [Accepted: 10/12/2023] [Indexed: 07/02/2024] Open
Abstract
Single-nucleotide polymorphisms (SNPs) can serve as reliable markers in genetic engineering, selection, screening examinations, and other fields of science, medicine, and manufacturing. Whole-genome sequencing and genotyping by sequencing can detect SNPs with high specificity and identify novel variants. Nonetheless, in situations where the interest of researchers is individual specific loci, these methods become redundant, and their cost, the proportion of false positive and false negative results, and labor costs for sample preparation and analysis do not justify their use. Accordingly, accurate and rapid methods for genotyping individual alleles are still in demand, especially for verification of candidate polymorphisms in analyses of association with a given phenotype. One of these techniques is genotyping using TaqMan allele-specific probes (TaqMan dual labeled probes). The method consists of real-time PCR with a pair of primers and two oligonucleotide probes that are complementary to a sequence near a given locus in such a way that one probe is complementary to the wild-type allele, and the other to a mutant one. Advantages of this approach are its specificity, sensitivity, low cost, and quick results. It makes it possible to distinguish alleles in a genome with high accuracy without additional manipulations with DNA samples or PCR products; hence the popularity of this method in genetic association studies in molecular genetics and medicine. Due to advancements in technologies for the synthesis of oligonucleotides and improvements in techniques for designing primers and probes, we can expect expansion of the possibilities of this approach in terms of the diagnosis of hereditary diseases. In this article, we discuss in detail basic principles of the method, the processes that influence the result of genotyping, criteria for selecting optimal primers and probes, and the use of locked nucleic acid modifications in oligonucleotides as well as provide a protocol for the selection of primers and probes and for PCR by means of rs11121704 as an example. We hope that the presented protocol will allow research groups to independently design their own effective assays for testing for polymorphisms of interest.
Collapse
Affiliation(s)
- V A Devyatkin
- Institute of Cytology and Genetics of the Siberian Branch of the Russian Academy of Sciences, Novosibirsk, Russia
| | - A A Shklyar
- Institute of Cytology and Genetics of the Siberian Branch of the Russian Academy of Sciences, Novosibirsk, Russia
| | - A Zh Fursova
- Institute of Cytology and Genetics of the Siberian Branch of the Russian Academy of Sciences, Novosibirsk, Russia
| | - Yu V Rumyantseva
- Institute of Cytology and Genetics of the Siberian Branch of the Russian Academy of Sciences, Novosibirsk, Russia
| | - O S Kozhevnikova
- Institute of Cytology and Genetics of the Siberian Branch of the Russian Academy of Sciences, Novosibirsk, Russia
| |
Collapse
|
11
|
Wang HY, Lin WY, Zhou C, Yang ZA, Kalpana S, Lebowitz MS. Integrating Artificial Intelligence for Advancing Multiple-Cancer Early Detection via Serum Biomarkers: A Narrative Review. Cancers (Basel) 2024; 16:862. [PMID: 38473224 DOI: 10.3390/cancers16050862] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2023] [Revised: 02/08/2024] [Accepted: 02/16/2024] [Indexed: 03/14/2024] Open
Abstract
The concept and policies of multicancer early detection (MCED) have gained significant attention from governments worldwide in recent years. In the era of burgeoning artificial intelligence (AI) technology, the integration of MCED with AI has become a prevailing trend, giving rise to a plethora of MCED AI products. However, due to the heterogeneity of both the detection targets and the AI technologies, the overall diversity of MCED AI products remains considerable. The types of detection targets encompass protein biomarkers, cell-free DNA, or combinations of these biomarkers. In the development of AI models, different model training approaches are employed, including datasets of case-control studies or real-world cancer screening datasets. Various validation techniques, such as cross-validation, location-wise validation, and time-wise validation, are used. All of the factors show significant impacts on the predictive efficacy of MCED AIs. After the completion of AI model development, deploying the MCED AIs in clinical practice presents numerous challenges, including presenting the predictive reports, identifying the potential locations and types of tumors, and addressing cancer-related information, such as clinical follow-up and treatment. This study reviews several mature MCED AI products currently available in the market, detecting their composing factors from serum biomarker detection, MCED AI training/validation, and the clinical application. This review illuminates the challenges encountered by existing MCED AI products across these stages, offering insights into the continued development and obstacles within the field of MCED AI.
Collapse
Affiliation(s)
- Hsin-Yao Wang
- Department of Laboratory Medicine, Linkou Chang Gung Memorial Hospital, Taoyuan 33343, Taiwan
- School of Medicine, National Tsing Hua University, Hsinchu 300044, Taiwan
- 20/20 GeneSystems, Gaithersburg, MD 20877, USA
| | - Wan-Ying Lin
- Department of Laboratory Medicine, Linkou Chang Gung Memorial Hospital, Taoyuan 33343, Taiwan
| | | | - Zih-Ang Yang
- Department of Laboratory Medicine, Linkou Chang Gung Memorial Hospital, Taoyuan 33343, Taiwan
| | - Sriram Kalpana
- Department of Laboratory Medicine, Linkou Chang Gung Memorial Hospital, Taoyuan 33343, Taiwan
| | | |
Collapse
|
12
|
Saini H, Thakur R, Gill R, Tyagi K, Goswami M. CRISPR/Cas9-gene editing approaches in plant breeding. GM CROPS & FOOD 2023; 14:1-17. [PMID: 37725519 PMCID: PMC10512805 DOI: 10.1080/21645698.2023.2256930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 09/05/2023] [Indexed: 09/21/2023]
Abstract
CRISPR/Cas9 gene editing system is recently developed robust genome editing technology for accelerating plant breeding. Various modifications of this editing system have been established for adaptability in plant varieties as well as for its improved efficiency and portability. This review provides an in-depth look at the various strategies for synthesizing gRNAs for efficient delivery in plant cells, including chemical synthesis and in vitro transcription. It also covers traditional analytical tools and emerging developments in detection methods to analyze CRISPR/Cas9 mediated mutation in plant breeding. Additionally, the review outlines the various analytical tools which are used to detect and analyze CRISPR/Cas9 mediated mutations, such as next-generation sequencing, restriction enzyme analysis, and southern blotting. Finally, the review discusses emerging detection methods, including digital PCR and qPCR. Hence, CRISPR/Cas9 has great potential for transforming agriculture and opening avenues for new advancements in the system for gene editing in plants.
Collapse
Affiliation(s)
- Himanshu Saini
- School of Applied Natural Science, Adama Science and Technology University, Adama, Ethiopia
- School of Agriculture, Forestry & Fisheries, Himgiri Zee University, Dehradun, Uttarakhand, India
| | - Rajneesh Thakur
- Department of Plant Pathology, Dr Yashwant Singh Parmar University of Horticulture and Forestry, Nauni, Solan, Himachal Pradesh, India
| | - Rubina Gill
- Department of Agronomy, School of Agriculture, Lovely professional university, Phagwara, Punjab, India
| | - Kalpana Tyagi
- Division of Genetics and Tree Improvement, Forest Research Institute, Dehradun, Uttarakhand, India
| | - Manika Goswami
- Department of Fruit Science, Dr Yashwant Singh Parmar University of Horticulture and Forestry, Nauni, Solan, Himachal Pradesh, India
| |
Collapse
|
13
|
Arvas YE, Marakli S, Kaya Y, Kalendar R. The power of retrotransposons in high-throughput genotyping and sequencing. FRONTIERS IN PLANT SCIENCE 2023; 14:1174339. [PMID: 37180380 PMCID: PMC10167742 DOI: 10.3389/fpls.2023.1174339] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Accepted: 04/11/2023] [Indexed: 05/16/2023]
Abstract
The use of molecular markers has become an essential part of molecular genetics through their application in numerous fields, which includes identification of genes associated with targeted traits, operation of backcrossing programs, modern plant breeding, genetic characterization, and marker-assisted selection. Transposable elements are a core component of all eukaryotic genomes, making them suitable as molecular markers. Most of the large plant genomes consist primarily of transposable elements; variations in their abundance contribute to most of the variation in genome size. Retrotransposons are widely present throughout plant genomes, and replicative transposition enables them to insert into the genome without removing the original elements. Various applications of molecular markers have been developed that exploit the fact that these genetic elements are present everywhere and their ability to stably integrate into dispersed chromosomal localities that are polymorphic within a species. The ongoing development of molecular marker technologies is directly related to the deployment of high-throughput genotype sequencing platforms, and this research is of considerable significance. In this review, the practical application to molecular markers, which is a use of technology of interspersed repeats in the plant genome were examined using genomic sources from the past to the present. Prospects and possibilities are also presented.
Collapse
Affiliation(s)
- Yunus Emre Arvas
- Department of Biology, Faculty of Sciences, Karadeniz Technical University, Trabzon, Türkiye
| | - Sevgi Marakli
- Department of Molecular Biology and Genetics, Faculty of Arts and Sciences, Yildiz Technical University, Istanbul, Türkiye
| | - Yılmaz Kaya
- Agricultural Biotechnology Department, Faculty of Agriculture, Ondokuz Mayıs University, Samsun, Türkiye
- Department of Biology, Faculty of Science, Kyrgyz-Turkish Manas University, Bishkek, Kyrgyzstan
| | - Ruslan Kalendar
- Center for Life Sciences, National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan
- Institute of Biotechnology, Helsinki Institute of Life Science (HiLIFE), University of Helsinki, Helsinki, Finland
| |
Collapse
|
14
|
Modified Allele-Specific qPCR (ASQ) Genotyping. Methods Mol Biol 2023; 2638:231-247. [PMID: 36781646 DOI: 10.1007/978-1-0716-3024-2_16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
Abstract
The allele-specific qPCR (ASQ) method for SNP (single nucleotide polymorphism) detection is based on the FRET (fluorescence resonance energy transfer) system, a system using position-dependent fluorescent dyes and quenches. The modified ASQ method requires two separate components: (1) the allele-specific part, two AS primers targeting the SNP with identity in the penultimate positions at the 3'-end and specific tags in the 5'-end, and (2) the universal part, two universal probes (UPs) with corresponding tags and different fluorescent dyes in the 5'-end and a single common universal probe with a quencher in the 3'-ends (Uni-Q), complementary to all UP tags. There are two major variations of the ASQ method, with either short 4-bp tags (variant A) or longer 6-bp tags (variant B), both of which have been successfully used for SNP genotyping in plants. The modified ASQ method is much cheaper compared to other similar FRET-based methods because the most expensive parts, the universal probes, have a short and linear structure, where fluorophores and quenchers are located in the ends but not incorporated inside of the sequences.
Collapse
|
15
|
Kalendar R, Ghamkhar K, Franceschi P, Egea-Cortines M. Editorial: Spectroscopy for crop and product phenotyping. FRONTIERS IN PLANT SCIENCE 2022; 13:1058333. [PMID: 36420036 PMCID: PMC9677824 DOI: 10.3389/fpls.2022.1058333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 10/11/2022] [Indexed: 06/16/2023]
Affiliation(s)
- Ruslan Kalendar
- Helsinki Institute of Life Science HiLIFE, University of Helsinki, Biocenter 3, Helsinki, Finland
- National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan
| | - Kioumars Ghamkhar
- Margot Forde Germplasm Centre, Grasslands Research Centre, AgResearch, Palmerston North, New Zealand
| | - Pietro Franceschi
- Unit of Computational Biology, Research and Innovation Centre, Fondazione Edmund Mach, San Michele all’Adige, Italy
| | - Marcos Egea-Cortines
- Instituto de Biotecnología Vegegal, Universidad Politécnica de Cartagena, Cartagena, Spain
| |
Collapse
|