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Long Amplicon Analysis (LAA) is a molecular biology technique designed for investigating and scrutinizing extended DNA sequences. This strategy primarily amplifies long fragments of genomic DNA through the Polymerase Chain Reaction (PCR) before subsequent sequencing and data interpretation. This method has significant applications in genomics, evolutionary biology, disease research, along with other fields necessitating research on complex gene structure and variations.
Based on PacBio Circular Consensus Sequences (CCSs), polymerase could copy the same DNA region for several times, which generates high-fidelity, long reads (>99.9% single-molecule read accuracy). Long Amplicon Analysis (LAA) using Single Molecule, Real-Time (SMRT) Sequencing and the Sequel System produces highly accurate and phased CCSs from long amplicons.

Figure 1. Overview of SMRT Sequencing Technology. (Simon Ardui, et al., 2018)
Compared to the short-read sequencing platforms, PacBio's long read sequencing makes it is straightforward to sequence amplicons or captured fragments ranging in size from several hundred base pairs up to 10 Kb. These long sequences are very useful for visualization of variants including SNPs, CNVs, and other structural variants that typically do not require assembly.

Sample Requirements
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Bioinformatics Analysis
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(Frans et al., 2018)
1. What are the main application areas of Long Amplicon Analysis?
Long Amplicon Analysis finds extensive application in an array of research areas, which include:
2. What is the basic workflow of Long Amplicon Analysis?
The core processes that underpin Long Amplicon Analysis commence with DNA extraction and cleansing. The operation entails isolating optimum quality DNA from the given samples. This is followed by a PCR amplification process where specific primers are used in conjunction with high-fidelity polymerases to intensify target segments.
Subsequently, the amplicon purification process takes place, in which residual unamplified DNA and primer dimers are eliminated. This leads to the step of library preparation and a quality control check. Here, libraries compatible with sequencing platforms are prepared and a rigorous quality check is conducted to ensure their suitability for subsequent procedures.
High-throughput sequencing is the next key stage which makes use of platforms like PacBio and Oxford Nanopore adept for long-read sequencing. Following the sequencing step, a comprehensive data analysis is performed. This analysis encompasses quality control, alignment, variant detection, and functional annotation.
Before the data is stored and made available for distribution, there is an important stage of result validation and reporting. Key findings are experimentally verified, and comprehensive analysis reports are generated. As a concluding step, the data is securely stored in databases, following which it is made accessible for sharing in line with the research requirements.
3. What are the commonly used tools in Long Amplicon Analysis data analysis?
Tools used in data analysis include:
Quality control: FastQC, Trimmomatic, Cutadapt.
Alignment and assembly: BWA, Bowtie2, Minimap2, Canu, Flye.
Variant detection: GATK, FreeBayes, Manta, LUMPY.
Functional annotation: ANNOVAR, SnpEff.
4. How to ensure the accuracy and reliability of Long Amplicon Analysis results?
Several methodological protocols can be put in place to bolster accuracy and reliability, such as:
Defining Blood Group Gene Reference Alleles by Long-Read Sequencing: Proof of Concept in the ACKR1 Gene Encoding the Duffy Antigens
Journal: Transfusion medicine and hemotherapy
Impact factor: 2.283
Published: December 11, 2019
Background
Within the burgeoning field of blood group genomics, defining and redefining reference gene or allele sequences for various blood group genes represent significant objectives, both for diagnostic applications and scientific explorations. Given the emergence of innovative, powerful sequencing technologies, we endeavored to investigate the variability of the three most prominent alleles of ACKR1 - the gene encoding clinically critical Duffy antigens - at the haplotype level, employing a long-read sequencing methodology.
Methods
Sample Preparation:
Sequencing:
Data Analysis:
Results
The authors obtained high-quality sequencing reads for the 162 alleles (accuracy >0.999). A total of twenty-two nucleotide variations were identified, which are reported in reputable databases. These variations defined 19 haplotypes: comprised of four in 46 ACKR1*01, eight in 63 ACKR1*02, and seven in 53 ACKR1*02N.01 alleles respectively.

Fig. 1. Long-range PCR (LR-PCR) amplification of the whole ACKR1 gene locus.
Table 1. ACKR1 variants and haplotypes identified by long-read sequencing

Conclusion
Accordingly, a cadre of specific reference alleles has been established, utilizing third-generation sequencing technology, which offers a longitudinal thorough exploration of gene loci stretching across numerous thousand base pairs. This novel technique complements second-generation or short-read sequencing techniques, proving to be critically instrumental in deciphering novel, rare, and null alleles.
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