Literature DB >> 34787499

A Novel Strategy for the Detection of SARS-CoV-2 Variants Based on Multiplex PCR-Mass Spectrometry Minisequencing Technology.

Fei Zhao1, Jinxing Lu1, Bing Lu2, Tian Qin1, Xuemei Wang3, Xuexin Hou1, Fanliang Meng1, Xiaona Xu1, Tianyi Li1, Haijian Zhou1, Jianzhong Zhang1, Biao Kan1, Ying Huang2, Zehui Zhang1, Di Xiao1.   

Abstract

The objective of this study was to construct a novel strategy for the detection of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants using multiplex PCR-mass spectrometry minisequencing technique (mPCR-MS minisequencing). Using the nucleic acid sequence of a SARS-CoV-2 nonvariant and a synthetic SARS-CoV-2 variant-carrying plasmid, a matrix-assisted laser desorption ionization-time of flight mass spectrometry (MALDI-TOF MS) method based on the single-base mass probe extension of multiplex PCR amplification products was established to detect 9 mutation types in 7 mutated sites (HV6970del, N501Y, K417N, P681H, D614G, E484K, L452R, E484Q, and P681R) in the receptor-binding domain of the spike protein of SARS-CoV-2 variants. Twenty-one respiratory tract pathogens (9 bacteria and 12 respiratory viruses) and nucleic acid samples from non-COVID-19 patients were selected for specific validation. Twenty samples from COVID-19 patients were used to verify the accuracy of this method. The 9 mutation types could be detected simultaneously by triple PCR amplification coupled with MALDI-TOF MS. SARS-CoV-2 and six variants, B.1.1.7 (Alpha), B.1.351 (Beta), B.1.429 (Epsilon), B.1.526 (Iota), P.1 (Gamma) and B.1.617.2 (Delta), could be identified. The detection limit for all 9 sites was 1.5 × 103 copies. The specificity of this method was 100%, and the accuracy of real-time PCR cycle threshold (CT) values less than 27 among positive samples was 100%. This method is open and extensible, and can be used in a high-throughput manner, easily allowing the addition of new mutation sites as needed to identify and track new SARS-CoV-2 variants as they emerge. mPCR-MS minisequencing provides a new detection option with practical application value for SARS-CoV-2 and its variant infection. IMPORTANCE The emergence of SARS-CoV-2 variants is the key factor in the second wave of the COVID-19 pandemic. An all-in-one SARS-CoV-2 variant identification method based on a multiplex PCR-mass spectrometry minisequencing system was developed in this study. Six SARS-CoV-2 variants (Alpha, Beta, Epsilon, Iota, Gamma, and Delta) can be identified simultaneously. This method can not only achieve the multisite simultaneous detection that cannot be realized by PCR coupled with first-generation sequencing technology and quantitative PCR (qPCR) technology but also avoid the shortcomings of time-consuming, high-cost, and high technical requirements of whole-genome sequencing technology. As a simple screening assay for monitoring the emergence and spread of SARS-CoV-2 and variants, mPCR-MS minisequencing is expected to play an important role in the detection and monitoring of SARS-CoV-2 infection as a supplementary technology.

Entities:  

Keywords:  SARS-CoV-2 variants; SNPs; mPCR-MS minisequencing; screening and identification

Mesh:

Substances:

Year:  2021        PMID: 34787499      PMCID: PMC8597632          DOI: 10.1128/Spectrum.01267-21

Source DB:  PubMed          Journal:  Microbiol Spectr        ISSN: 2165-0497


INTRODUCTION

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has spread worldwide since the end of 2019. The second wave of COVID-19 has been incessantly causing catastrophe worldwide. The emergence of SARS-CoV-2 variants is the key factor in the second wave of the COVID-19 pandemic. As of June 2021, there are six different SARS-CoV-2 variants have been identified, including the United Kingdom variant (B.1.1.7, Alpha), South African mutant (B.1.351, Beta), California mutant (B.1.429, Epsilon), New York mutant (B.1.526, Iota), Brazilian mutant (P.1, Gamma), and Indian mutant (B.1.617.2, Delta) (1, 2). Some reports suggest that these variants have important mutations in the receptor-binding domain (RBD) of the spike protein of SARS-CoV-2 that increase the transmission efficiency of the virus, increase the severity of the disease, enhance the immune escape ability of the virus, and reduce the immune effect of the current vaccines (3–6); this has not been proven to be universally true. Currently, the mutation and evolution of SARS-CoV-2 are mainly detected by whole-genome sequencing (WGS) (7–11). Although genome sequencing is the gold standard for identifying SARS-CoV-2 variants, routine genomic testing is expensive and difficult to perform in real time and is not available in many areas due to lack of resources and expertise. Quantitative PCR (qPCR) (12), melting-temperature RT-PCR (13), and CRISPR-Cas13a-based transcription amplification were general used for the single-site detection of SARS-CoV-2 variants (14). Therefore, the rapid, accurate, economic, and multisite detection method of SARS-CoV-2 variant identification is an urgent technical system for SARS-CoV-2 infection prevention and control worldwide. Matrix-assisted laser desorption ionization–time of flight mass spectrometry (MALDI-TOF MS) has been utilized for detecting single nucleotide polymorphisms (SNPs) in recent decades, and the basic process is as follows. Multiplex PCR is used to amplify the genes containing the targets of SNPs. Subsequently, an extension mass probe is utilized for the extension of SNP sites. Finally, MALDI-TOF MS is performed to identify the mass-to-charge ratio (m/z) of extended mass probes. In order to understand and distinguish from other mass spectrometry techniques, we named this technique of detecting SNPs by multiplex PCR coupled with MALDI-TOF MS as multiplex PCR-mass spectrometry minisequencing (mPCR-MS minisequencing) technology. In recent years, MALDI-TOF MS has been commonly used in clinical hospitals, the Center for Disease Control and Prevention, and research institutes in many countries for microbiological detection and analysis (15–17). To date, multiple-SNP detection and diagnosis of various viral infections based on MALDI-TOF MS have been frequently conducted (18–20). Our team has also completed a multisite SNP genotyping and macrolide susceptibility gene method for Mycoplasma pneumoniae using mPCR-MS minisequencing. SNP analysis based on MALDI-TOF MS features high-throughput, rapid detection and simultaneous detection of multiple targets (21). Therefore, it is one of the most promising biomolecular techniques. In this study, 9 mutation types of 7 mutation sites in the RBD of the spike protein were detected simultaneously by using mPCR-MS minisequencing technology for the identification all current SARS-CoV-2 variants.

RESULTS

MPCR-MS minisequencing-based method establishment and optimization.

The nine targets were amplified by triple PCR. The m/z of mass probe extension (MPE) original peaks at 9 mutation types (HV69-70del, N501Y, K417N, P681H, D614G, E484K, L452R, E484Q, and P681R) were 5,170 ± 3, 5,105 ± 3, 5,794 ± 3, 6,036 ± 3, 5,816 ± 3, 6,436 ± 3, 5,691 ± 3, 6,436 ± 3, and 6,036 ± 3, respectively (mass error less than 500 ppm; the same below). The m/z of MPE peaks of these 9 mutation types of SARS-CoV-2 nonvariants were 5,483 ± 3, 5,402 ± 3, 6,067 ± 3, 6,309 ± 3, 6,113 ± 3, 6,749 ± 3, 5,988 ± 3, 6,749 ± 3, and 6,309 ± 3, and the extension bases were C, A, G, C, A, G, G, G, and C. The m/z of MPE peaks of these 9 mutation types of the S gene-mutated plasmid of SARS-CoV-2 variants were 5,512 ± 3, 5,447 ± 3, 6,091 ± 3, 6,333 ± 3, 6,129 ± 3, 6,733 ± 3, 5,964 ± 3, 6,709 ± 3, and 6,349 ± 3, respectively, and the extended bases were A, T, T, A, G, A, G, C, and G (Fig. 1). All mutation types were identified correctly using mPCR-MS minisequencing methods.
FIG 1

MS peak of the MPE probes. (a) MS peaks of 9 MPE probes without extension; (b) target site peaks of the MPE probes extended to non-SARS-CoV-2 variants; (c) target site peaks of the MPE probes extended to SARS-CoV-2 S gene mutation plasmid 1 (containing the HV69-70del, K417N, E484K, N501Y, D614G, and P681H mutations); (d) target site peaks of the MPE probes extended to SARS-CoV-2 S gene mutation plasmid 2 (containing the L452R, E484Q, and P681R mutations).

MS peak of the MPE probes. (a) MS peaks of 9 MPE probes without extension; (b) target site peaks of the MPE probes extended to non-SARS-CoV-2 variants; (c) target site peaks of the MPE probes extended to SARS-CoV-2 S gene mutation plasmid 1 (containing the HV69-70del, K417N, E484K, N501Y, D614G, and P681H mutations); (d) target site peaks of the MPE probes extended to SARS-CoV-2 S gene mutation plasmid 2 (containing the L452R, E484Q, and P681R mutations). After optimization, the final concentrations of 7 MPEs were 7.0 μM (HV69-70del), 8.09 μM (K417N), 9.09 μM (E484K/Q), 6.87 μM (N501Y), 8.12 μM (D614G), 8.48 μM (P681H/R), and 7.91 μM (L452R).

Detection limit and specificity of mPCR-MS minisequencing.

The extended signals of mass probe pairs 5,483 ± 3/5,512 ± 3 (HV69-70del), 5,402 ± 3/5,447 ± 3 (N501Y), 6,067 ± 3/6,091 ± 3 (K417N), 6,309 ± 3/6,333 ± 3 (P681H), 6,309 ± 3/6,349 ± 3 (P681R), 6,113 ± 3/6,129 ± 3 (D614G), 6,749 ± 3/67,33 ± 3 (E484K), 6,749 ± 3/6,709 ± 3 (E484Q), and 5,988 ± 3/5,964 ± 3 (L452R) were not detected in 21 other respiratory pathogen and non-COVID-19 patient nucleic acids, which showed that the specificity of this method was 100%. The detection limits for HV69-70del, K417N, E484K, N501Y, D614G, P681H, L452R, E484Q, and P681R were 400, 1,560, 400, 400, 400, 1,560, 400, 400, and 1,560 copies, respectively, and the total detection limit for all sites of the mPCR-MS minisequencing was 1,560 copies when using the diluted concentration of the nucleic acids of the SARS-CoV-2 nonvariants (Fig. 2). The mutation sites were detected by synthetic DNA plasmids, and the detection limits of all the sites were between 100 and 400 copies.
FIG 2

Detection limit of the 9 types of mutations at 7 mutated sites by non-SARS-CoV-2 variants. The left and right sides show two repetitions. NTC, negative control without DNA template.

Detection limit of the 9 types of mutations at 7 mutated sites by non-SARS-CoV-2 variants. The left and right sides show two repetitions. NTC, negative control without DNA template.

Detection results of clinical nucleic acid specimens.

The threshold cycle (C) values of RT real-time PCR (FAM fluorescence signal C value of N gene) of nucleic acid samples of 20 COVID-19 patients were 16.04 to 34.95, among which 13 samples with CT within 27 were all positive in the 7 target sites, and three mutations (delta variant) were found. Of the seven specimens with CT values were around 30, some of the sites were detected in 5, and none of the sites were detected in one specimen (Table 1).
TABLE 1

Detection results of target sites in COVID-19 patients by mPCR-MS minisequencing

No.Specimen typeCT valueDetection result
N501YHV6970RL452RK417ND614GP681H/RE484K/QmPCR-MS infection typeWGS infection type
1Sputum16.04ACTGACGNonvariantNonvariant
2Sputum21.05ACTGACGNonvariantNonvariant
3Sputum21.05ACTGACGNonvariantNonvariant
4Sputum21.12ACTGACGNonvariantNonvariant
5Sputum21.60ACTGACGNonvariantNonvariant
6Sputum22.19ACTGACGNonvariantNonvariant
7Sputum22.24ACTGACGNonvariantNonvariant
8Sputum26.31ACTGACGNonvariantNonvariant
9Sputum26.47ACTGACGNonvariantNonvariant
10Sputum26.89ACTGACGNonvariantNonvariant
11Sputum30.35No callCNo callNo callNo callNo callNo callNonvariantNonvariant
12BALF30.89ACNo callNo callNo callNo callNo callNonvariantNonvariant
13Sputum31.64ACNo callNo callNo callNo callNo callNonvariantNonvariant
14BALF32.34ACNo callNo callNo callNo callNo callNonvariantNonvariant
15Sputum34.63ACNo callNo callNo callNo callNo callNonvariantNonvariant
16Sputum34.95No callNo callNo callNo callNo callNo callNo callNegativeNonvariant
17NPS18.56AC G G G G GDelta variantDelta variant
18NPS19.71AC G G G G GDelta variantDelta variant
19NPS29.91ACNo callNo callNo callNo callNo callIndeterminacyDelta variant
20NPS25.67AC G G G G GDelta variantDelta variant

Bold indicates mutated base. “Indeterminacy” means that SARS-CoV-2 infection could be determined but the mutation type could not be determined. BALF, bronchoalveolar lavage fluid; NPS, nasopharyngeal swab.

Detection results of target sites in COVID-19 patients by mPCR-MS minisequencing Bold indicates mutated base. “Indeterminacy” means that SARS-CoV-2 infection could be determined but the mutation type could not be determined. BALF, bronchoalveolar lavage fluid; NPS, nasopharyngeal swab.

DISCUSSION

In view of the emerging SARS-CoV-2 variants, researchers are trying to develop rapid detection methods in addition to genome sequencing. Based on the existing technology, all variants cannot be detected simultaneously by qPCR or CRISPR-Cas13a amplification technology. In this study, we developed a mPCR-MS minisequencing method that can simultaneously detect 9 mutation types in 7 mutated sites in the RBD of spike proteins HV69-70del (Alpha), N501Y (Alpha, Beta, and Gamma), K417N (Beta), P681H (Alpha), D614G (Alpha, Beta, Gamma, Epsilon, Iota, and Delta), E484K (Beta and Gamma), L452R (Delta and Epsilon), P681R (Delta), and E484Q (B.1.617.1 and B1.617.3) to identify SARS-CoV-2 and its mutated variants. The workflow of this method is shown in Fig. 3. Through combination of the results of the nine mutation sites, we can judge whether the detected sample is a SARS-CoV-2 infection, and if it is a SARS-CoV-2 infection, we can also determine which variant strain is present (Table 2).
FIG 3

Workflow of mPCR-MS minisequencing for SARS-CoV-2 variant detection.

TABLE 2

Interpretation basis of the identification of SARS-CoV-2 variants using mPCR-MS minisequencing

Mutation siteaIdentification results (variants)b
Delta (B.1.617.2)Alpha (B.1.1.7)Beta (B.1.351)Epsilon (B.1.429)Iota (B.1.526)Gamma (P.1)NonvariantsNon-SARS-CoV-2 infection
HV69-70R del5,4835,512*5,4835,4835,4835,4835,4835,170
L452R5,964*5,9885,9885,964*5,9885,9885,9885,691
N501Y5,4025,4475,4475,4025,447**5,447*5,4025,105
D614G6,1296,1296,1296,129*6,129*6,129*6,1135,816
P681H6,3096,333*6,3096,3096,3096,3096,3096,036
P681R6,349*6,3096,3096,309**6,3096,3096,3096,036
E484K6,7496,7496,7336,7496,733*6,733*6,7496,436
E484Q6,709**6,7496,7496,749**6,7496,7496,7496,436
K417N6,0676,0676,091*6,0676,0676,091**6,0675,794

Mutation sites detected in this study.

Single and double asterisks indicate that the mutation sites must be identified and unidentified in the same test, respectively. The mass error of the spectrum peak value in this table is allowed to be less than 500 ppm (±3 Da). The values in the table are the m/z of MPE peaks.

Workflow of mPCR-MS minisequencing for SARS-CoV-2 variant detection. Interpretation basis of the identification of SARS-CoV-2 variants using mPCR-MS minisequencing Mutation sites detected in this study. Single and double asterisks indicate that the mutation sites must be identified and unidentified in the same test, respectively. The mass error of the spectrum peak value in this table is allowed to be less than 500 ppm (±3 Da). The values in the table are the m/z of MPE peaks. The Indian variant strain B.1.617 lineage includes three main subtypes, B1.617.1, B1.617.2, and B1.617.3. Delta variant (B1.617.2) has been detected in many countries and was believed to spread faster than other variants, and it notably escapes neutralizing monoclonal antibodies and polyclonal antibodies elicited by previous infection with SARS-CoV-2 or by vaccination (22, 23). The method constructed in this study can simultaneously detect 9 mutation sites, which can accurately judge whether the sample is infected by the Delta variant. In the 20 clinical samples, 3 Delta variants were correctly identified according to our judgment rules (Table 2). The nucleic acid load of the samples with real-time PCR C values greater than 27 was roughly estimated to be less than 1,000 copies, which was lower than the detection limit of some sites. Therefore, only a portion of sites were detected in six samples with C values greater than 27, and one sample was negative. The reliability of the method is verified by the detection of clinical samples, which indicates that the method has clinical application value. This method can not only detect SNP gene mutation but also detect gene variation caused by deletion and insertion according to probe extension. The type of extended base was determined according to the peak value (m/z) acquired by MALDI-TOF MS. For example, for the HV69-70del site, if the peak of the detected extension product was 5,483 ± 3, then the extension base was C, indicating that CATGTC (HV69-70R) was not deleted and the detected sample was a non-SARS-CoV-2 variant; if the peak of the detected extension product was 5,512 ± 3, then the extension base was A, indicating that CATGTC was deleted (Fig. 4) and the detected sample was a SARS-CoV-2 variant. If these two characteristic peaks were not detected, the sample was not infected with SARS-CoV-2. The detection of mutation sites through the same principle (Fig. 4).
FIG 4

The detection principle of mPCR-MS minisequencing.

The detection principle of mPCR-MS minisequencing. This method relies on MPE probe detection after PCR amplification and has high specificity. There was no nonspecific identification in various non-SARS-CoV-2 pathogens (9 bacteria and 12 respiratory viruses) or nucleic acid samples from non-COVID-19 patients. The method of detection of mutation sites based on PCR and first-generation sequencing technology has a high requirement for the quantity of PCR amplification products. PCR products with insignificant electrophoretic bands often fail to be sequenced due to insufficient quantity. However, the mPCR-MS minisequencing requires fewer PCR products than sequencing when extending the MPE probe. The PCR products, which are not obvious in electrophoretic bands or even hard to be observed by the naked eye, can also be detected by MALDI-TOF MS after MPE extension. Therefore, for mPCR-MS minisequencing, the detection limit is affected by both multiplex PCR amplification and MPE probe extension, and there are great differences among different mutation sites. For example, D614G and P681H are located in the same PCR amplification fragment. The detection limit of D614G is 400 copies after MPE extension, while that of P681H/R is only 1,560 copies, indicating that the probe extension efficiency of P681H/R is much lower than that of D614G, which is closely related to the base sequence near the detection site of P681H/R. Although the detection limit of the mutant site of synthetic plasmid is lower (100 to 400 copies), considering the lack of RNA virus reverse transcription step in the process of plasmid DNA amplification, we still use the lowest detection limit (LDL) of nucleic acid amplification of SARS-CoV-2-infected samples (1,560 copies) as the LDL of this method. PCR coupled with first-generation sequencing technology is only suitable for the detection of multiple mutation sites in a nucleic acid sequence of less than 600 bp and cannot be used for the detection of all mutation sites of SARS-CoV-2 (2,000 bp). qPCR is only suitable for the detection of single mutation sites. WGS is time-consuming and high cost and has high technical requirements, so it is only suitable for mutation site analysis in important samples and not suitable for routine sample screening. This method constructed in this study is very suitable for the detection of multiple mutation sites of SARS-CoV-2 variants. In addition, this method is open and extensible and can be used in a high-throughput manner (96 samples can be detected within 7 h), easily allowing the addition of new mutation sites as needed to identify and track new SARS-CoV-2 variants as they emerge. This study developed a novel strategy for detecting SARS-CoV-2 variants. However, this method has some limitations. First, the 3′-terminal sequence of the extension probe is fixed, and the quality of the probe is greatly influenced by the base sequence near the detection site, which can lead to the inefficient detection in extreme cases. Second, in some HV69-70del mutants, in addition to six bases (CATGTC), the front base of these six bases also had an A-C mutation. The extension probe of HV69-70del could not effectively distinguish the A-C mutation, which does not affect the accuracy for the other six SNP sites. Third, the number of clinical specimens used in this study is limited, and the number of validation specimens needs to be further increased. As a simple screening assay for monitoring the emergence and spread of these SARS-CoV-2 variants, mPCR-MS minisequencing may be helpful for implementing public health strategies to counter these and future mutation strains.

MATERIALS AND METHODS

Specimens and nucleic acids of SARS-CoV-2.

The nucleic acid of the SARS-CoV-2 clinical isolate (nonvariant) was obtained from the Institute of National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention (ICDC). The S gene mutation plasmids (plasmid 1, containing the HV69-70del, K417N, E484K, N501Y, D614G, and P681H mutations, and plasmid 2, containing the L452R, E484Q, and P681R mutations) of SARS-CoV-2 variants (Alpha, Beta, Iota, Epsilon, Gamma, and Delta) were synthesized by Sangon Biotech (Shanghai, China). The nucleic acids of 21 common respiratory tract pathogens, including Mycoplasma pneumoniae (ATCC 29342), Escherichia coli (ATCC 11229), Streptococcus pneumoniae (ATCC 49619), Staphylococcus aureus (ATCC 29213), Legionella pneumophila (clinical isolate), Mycobacterium tuberculosis (clinical isolate), Pseudomonas aeruginosa (clinical isolate), Haemophilus influenzae (clinical isolate), Neisseria meningitidis (clinical isolate), influenza A virus, influenza B virus, parainfluenza viruses I, II, III, and IV, adenovirus, rhinovirus, coronaviruses 229E, OC43, and NL63, and respiratory syncytial virus, and non-COVID-19 patient sputum and bronchoalveolar lavage fluid specimens were selected for specific validation of this method. The nucleic acids of 20 clinical samples of COVID-19 patients (kept at the ICDC) were used to verify the accuracy of this method. All the specimens collected from COVID-19 patients were collected with complete informed-consent procedures. This study was approved by the ethics committee of the ICDC.

Design of amplification primers and extension probe for the variant sites.

Three sets of PCR primers were designed to amplify the related fragments of the nine mutation types (Table 3). The S-F1/R1 amplification product contained one mutation type (HV69-70del), the S-F2/R2 amplification product contained five mutation types (K417N, E484K, E484Q, N501Y, and L452R), and the S-F3/R3 amplification product contained three mutation types (D614G, P681H, and P681R). The lengths of primers ranged from 19 bp to 22 bp, and the molecular weight of each primer was made more than 9 kDa (beyond the mass range of the mass extension probe) by adding a 10-bp fixed sequence (ACGTTGGATG) to the 5′ end of each primer. MALDI-TOF MS quality difference probes for mutation sites were designed by using the IntelliBio genetic locus analysis software (V2.0, IntelliBio, China) (Table 3). The molecular weight of the mass probe was required to be 4 to 9 kDa and the length was 17 to 28 bp, and a minimal difference between the probe molecular weights was set for 20 Da.
TABLE 3

Primer sequences for SARS-CoV-2 variant target site amplification and MPE probes for target site detection

Target siteMultiple PCRa
Mass probe extension
Forward primer sequenceReverse primer sequenceMass probe sequenceMass probe mass (Da)Extension base of nonvariantExtended mass of MPE of nonvariant (Da)Extension base of variantExtended mass of MPE of variant (Da)
N501Y acgttggatgTGCTTTACTAATGTCTATGC acgttggatgTAGGTCCACAAACAGTTGC ATGGTTTCCAACCCACT 5,105.4A5,402.4T5,447.4
HV6970R acgttggatgCTGCATACACTAATTCTTTC acgttggatgAATAAGTAGGGACTGGGT GTACCATTGGTCCCAGA 5,170.4C5,483.4A5,512.4
L452R acgttggatgTGCTTTACTAATGTCTATGC acgttggatgTAGGTCCACAAACAGTTGC CTTCCTAAACAATCTATAC 5,690.8T5,987.8G5,963.8
K417N acgttggatgTGCTTTACTAATGTCTATGC acgttggatgTAGGTCCACAAACAGTTGC TATAATTATAATCAGCAAT 5,793.8G6,066.8T6,090.8
D614G acgttggatgCTGATGCTGTCCGTGATC acgttggatgGGGTATGGCAATAGAGTTA GTTGCTGTTCTTTATCAGG 5,815.8A6,112.8G6,128.8
P681H acgttggatgCTGATGCTGTCCGTGATC acgttggatgGGGTATGGCAATAGAGTTA TCAGACTCAGACTAATTCTC 6,036.0C6,309.0A6,333
E484K acgttggatgTGCTTTACTAATGTCTATGC acgttggatgTAGGTCCACAAACAGTTGC AGCACACCTTGTAATGGTGTT 6,436.2G6,749.2A6,733.2
P681R acgttggatgCTGATGCTGTCCGTGATC acgttggatgGGGTATGGCAATAGAGTTA TCAGACTCAGACTAATTCTC 6,036.0C6,309.0G6,349.0
E484Q acgttggatgTGCTTTACTAATGTCTATGC acgttggatgTAGGTCCACAAACAGTTGC AGCACACCTTGTAATGGTGTT 6,436.2G6,749.2C6,709.2

The 10-bp fixed sequence added to the 5′ end of the primer is indicated by lowercase.

Primer sequences for SARS-CoV-2 variant target site amplification and MPE probes for target site detection The 10-bp fixed sequence added to the 5′ end of the primer is indicated by lowercase.

Establishment of mPCR-MS minisequencing method.

SARS-CoV-2 nonvariants and S gene mutant plasmids of SARS-CoV-2 variants were used as templates to construct the analysis method. Nucleic acid-free water served as the blank control. The specific steps were as follows. (i) For multiplex PCR amplification, the mutated gene fragment was amplified by an AgPath-ID one-step RT-PCR kit. (ii) For shrimp alkaline phosphatase (SAP) digestion, PCR products were treated with SAP to eliminate the free deoxynucleoside triphosphates (dNTPs). (iii) For mass probe extension (MPE), the purified PCR products were added with mixed MPE probes for single base extension, and the mutation sites were detected. (iv) For desalination and purification, an appropriate amount of resin was added to the extension product, turned over and mixed for 30 min, and centrifuged, and the supernatant was subjected to MALDI-TOF MS.

SNP identification and data analysis by MALDI-TOF MS.

3-Hydroxypyridine-2-carboxylic acid (3-HPA; 0.9 μl) was dropped at the center of the sample target. After drying, the matrix was covered with 0.3 μl of purified supernatant. Then the samples were subjected to testing after crystallization. The data were acquired from the QuanTOF I system (Intelligene Biosystems, Qingdao, China). The parameters and data analysis were previously described (21).

Determination of the detection limit and specificity.

The lowest detection limit (LDL) of PCR-MALDI-TOF MS was determined by using RNA of SARS-CoV-2 nonvariants and the mutant DNA plasmids of the S gene. The original concentration of nucleic acids was quantified (Qubit 3.0) and diluted in 7 concentration gradients. The specificity of this method was validated by 21 kinds of nucleic acids of the other respiratory pathogens (9 bacteria and 12 respiratory viruses) and human sputum and bronchoalveolar lavage fluid nucleic acid extraction.

Nucleic acid validation of COVID-19 patient specimens using mPCR-MS minisequencing.

The nucleic acid of specimens of 20 COVID-19 patients was used to test the accuracy of this method. These specimens were also detected with a 2019-nCoV RT real-time PCR detection kit (Da An Gene Co., Ltd.) and WGS.
  22 in total

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2.  A multisite SNP genotyping and macrolide susceptibility gene method for Mycoplasma pneumoniae based on MALDI-TOF MS.

Authors:  Fei Zhao; Jianzhong Zhang; Xuemei Wang; Liyong Liu; Jie Gong; Zhixiang Zhai; Lihua He; Fanliang Meng; Di Xiao
Journal:  iScience       Date:  2021-04-16

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Journal:  Cell       Date:  2020-11-19       Impact factor: 41.582

4.  Two-step strategy for the identification of SARS-CoV-2 variant of concern 202012/01 and other variants with spike deletion H69-V70, France, August to December 2020.

Authors:  Antonin Bal; Gregory Destras; Alexandre Gaymard; Karl Stefic; Julien Marlet; Sébastien Eymieux; Hadrien Regue; Quentin Semanas; Constance d'Aubarede; Geneviève Billaud; Frédéric Laurent; Claudia Gonzalez; Yahia Mekki; Martine Valette; Maude Bouscambert; Catherine Gaudy-Graffin; Bruno Lina; Florence Morfin; Laurence Josset
Journal:  Euro Surveill       Date:  2021-01

5.  Whole-genome sequencing of SARS-CoV-2 reveals the detection of G614 variant in Pakistan.

Authors:  Massab Umair; Aamer Ikram; Muhammad Salman; Adnan Khurshid; Masroor Alam; Nazish Badar; Rana Suleman; Faheem Tahir; Salmaan Sharif; Joel Montgomery; Shannon Whitmer; John Klena
Journal:  PLoS One       Date:  2021-03-23       Impact factor: 3.240

6.  Analytical validity of nanopore sequencing for rapid SARS-CoV-2 genome analysis.

Authors:  Rowena A Bull; Thiruni N Adikari; James M Ferguson; Jillian M Hammond; Igor Stevanovski; Alicia G Beukers; Zin Naing; Malinna Yeang; Andrey Verich; Hasindu Gamaarachchi; Ki Wook Kim; Fabio Luciani; Sacha Stelzer-Braid; John-Sebastian Eden; William D Rawlinson; Sebastiaan J van Hal; Ira W Deveson
Journal:  Nat Commun       Date:  2020-12-09       Impact factor: 14.919

7.  SARS-CoV-2 D614G variant exhibits efficient replication ex vivo and transmission in vivo.

Authors:  Yixuan J Hou; Shiho Chiba; Peter Halfmann; Camille Ehre; Makoto Kuroda; Kenneth H Dinnon; Sarah R Leist; Alexandra Schäfer; Noriko Nakajima; Kenta Takahashi; Rhianna E Lee; Teresa M Mascenik; Rachel Graham; Caitlin E Edwards; Longping V Tse; Kenichi Okuda; Alena J Markmann; Luther Bartelt; Aravinda de Silva; David M Margolis; Richard C Boucher; Scott H Randell; Tadaki Suzuki; Lisa E Gralinski; Yoshihiro Kawaoka; Ralph S Baric
Journal:  Science       Date:  2020-11-12       Impact factor: 47.728

Review 8.  Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass-Spectrometry (MALDI-TOF MS) Based Microbial Identifications: Challenges and Scopes for Microbial Ecologists.

Authors:  Praveen Rahi; Om Prakash; Yogesh S Shouche
Journal:  Front Microbiol       Date:  2016-08-30       Impact factor: 5.640

9.  Emergence of SARS-CoV-2 B.1.1.7 Lineage - United States, December 29, 2020-January 12, 2021.

Authors:  Summer E Galloway; Prabasaj Paul; Duncan R MacCannell; Michael A Johansson; John T Brooks; Adam MacNeil; Rachel B Slayton; Suxiang Tong; Benjamin J Silk; Gregory L Armstrong; Matthew Biggerstaff; Vivien G Dugan
Journal:  MMWR Morb Mortal Wkly Rep       Date:  2021-01-22       Impact factor: 17.586

10.  A Simple Reverse Transcriptase PCR Melting-Temperature Assay To Rapidly Screen for Widely Circulating SARS-CoV-2 Variants.

Authors:  Padmapriya Banada; Raquel Green; Sukalyani Banik; Abby Chopoorian; Deanna Streck; Robert Jones; Soumitesh Chakravorty; David Alland
Journal:  J Clin Microbiol       Date:  2021-07-21       Impact factor: 5.948

View more
  2 in total

1.  RT-PCR/MALDI-TOF Diagnostic Target Performance Reflects Circulating SARS-CoV-2 Variant Diversity in New York City.

Authors:  Matthew M Hernandez; Radhika Banu; Ana S Gonzalez-Reiche; Brandon Gray; Paras Shrestha; Liyong Cao; Feng Chen; Huanzhi Shi; Ayman Hanna; Juan David Ramírez; Adriana van de Guchte; Robert Sebra; Melissa R Gitman; Michael D Nowak; Carlos Cordon-Cardo; Ted E Schutzbank; Viviana Simon; Harm van Bakel; Emilia Mia Sordillo; Alberto E Paniz-Mondolfi
Journal:  J Mol Diagn       Date:  2022-05-04       Impact factor: 5.341

Review 2.  An updated review of SARS-CoV-2 detection methods in the context of a novel coronavirus pandemic.

Authors:  Yuxuan Zhang; Zhiwei Huang; Jiajie Zhu; Chaonan Li; Zhongbiao Fang; Keda Chen; Yanjun Zhang
Journal:  Bioeng Transl Med       Date:  2022-06-22
  2 in total

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