DNA sequencing by MALDI-TOF MS using alkali cleavage of RNA/DNA chimeras

Artificial intelligence with mass spectrometry-based multimodal molecular profiling methods for advancing therapeutic discovery of infectious diseases

Infectious diseases, driven by a diverse array of pathogens, can swiftly undermine public health systems. Accurate diagnosis and treatment of infectious diseases-centered around the identification of biomarkers and the elucidation of disease mechanisms-are in dire need of more versatile and practical analytical approaches. Mass spectrometry (MS)-based molecular profiling methods can deliver a wealth of information on a range of functional molecules, including nucleic acids, proteins, and metabolites. While MS-driven omics analyses can yield vast datasets, the sheer complexity and multi-dimensionality of MS data can significantly hinder the identification and characterization of functional molecules within specific biological processes and events. Artificial intelligence (AI) emerges as a potent complementary tool that can substantially enhance the processing and interpretation of MS data. AI applications in this context lead to the reduction of spurious signals, the improvement of precision, the creation of standardized analytical frameworks, and the increase of data integration efficiency. This critical review emphasizes the pivotal roles of MS based omics strategies in the discovery of biomarkers and the clarification of infectious diseases. Additionally, the review underscores the transformative ability of AI techniques to enhance the utility of MS-based molecular profiling in the field of infectious diseases by refining the quality and practicality of data produced from omics analyses. In conclusion, we advocate for a forward-looking strategy that integrates AI with MS-based molecular profiling. This integration aims to transform the analytical landscape and the performance of biological molecule characterization, potentially down to the single-cell level. Such advancements are anticipated to propel the development of AI-driven predictive models, thus improving the monitoring of diagnostics and therapeutic discovery for the ongoing challenge related to infectious diseases.

Regenerated silica-based RNA purification columns to address the short supply of RNA purification kits for COVID-19 diagnosis

Background

RT-qPCR technique is the current world-wide method used for the early detection of SARS-CoV2 RNA in the suspected clinical samples. Viral RNA extraction is the key pre-analytical step for SARS-CoV2 detection which often achieved using commercial RNA-extraction kits. However, due to the COVID-19 pandemic, bulk production and the supply chains for the commercial RNA-extraction kit have been seriously compromised. The shortage of commercial RNA-extraction kit is even more acute in developing country. Furthermore, use of one-off design RNA-columns can generate plastic wastes that have an environmental pollution effect.

Methods and results

To address these issues, in this study, we used warm alkaline solution containing Triton X-100 for the complete removal of the residual SARS-CoV2 RNA from the used RNA-binding silica column. Columns regenerated using the alkaline solution have the viral RNA purification capability that is comparable to the fresh silica columns. We also demonstrated that RNA-binding silica columns can be regenerated and reused for a minimum of five-times.

Conclusions

Therefore, the use of the RNA-column regeneration method may benefits several SARS-CoV2 diagnostic laboratories throughout the world by cutting down the requirement of commercial RNA-purification column.

Limited reverse transcriptase activity of phi29 DNA polymerase

Phi29 (Φ29) DNA polymerase is an enzyme commonly used in DNA amplification methods such as rolling circle amplification (RCA) and multiple strand displacement amplification (MDA), as well as in DNA sequencing methods such as single molecule real time (SMRT) sequencing. Here, we report the ability of phi29 DNA polymerase to amplify RNA-containing circular substrates during RCA. We found that circular substrates with single RNA substitutions are amplified at a similar amplification rate as non-chimeric DNA substrates, and that consecutive RNA pyrimidines were generally preferred over purines. We observed RCA suppression with higher number of ribonucleotide substitutions, which was partially restored by interspacing RNA bases with DNA. We show that supplementing manganese ions as cofactor supports replication of RNAs during RCA. Sequencing of the RCA products demonstrated accurate base incorporation at the RNA base with both Mn²⁺ and Mg²⁺ as cofactors during replication, proving reverse transcriptase activity of the phi29 DNA polymerase. In summary, the ability of phi29 DNA polymerase to accept RNA-containing substrates broadens the spectrum of applications for phi29 DNA polymerase-mediated RCA. These include amplification of chimeric circular probes, such as padlock probes and molecular inversion probes.

Alkaline hydrolysis to remove potentially infectious viral RNA contaminants from DNA

Background

Diagnostics and research of high-consequence animal disease agents is often limited to laboratories with a high level of biosecurity that restrict the transport of biological material. Often, sharing of DNA with external partners is needed to support diagnostics, forensics, or research. Even in the absence of virus, RNA from positive-sense single stranded RNA (+ssRNA) viruses that may contaminate otherwise purified DNA preparations continues to pose a threat due to its potential to be infectious via direct translation to yield viral proteins. While the risk of animal infection or accidental reconstitution and release of a virus from RNA is very low, the high impact of an animal disease event associated with the accidental release of some + ssRNA viruses, such as classical swine fever or foot-and-mouth disease viruses, necessitates the precaution of having procedures to ensure the complete inactivation of viruses and + ssRNA viral genomes. RNA and DNA are differentially susceptible to enzymatic degradations; however, such procedures are susceptible to unintended DNA damage and/or failure due to enzyme or cofactor instabilities. Therefore, we describe the development and verification of a robust and simple chemical and physical method to selectively degrade RNA from purified DNA preparations. The procedure employs incubation of DNA in 0.25 N sodium hydroxide at 65 °C for 1 h followed by neutralization and boiling for 10 min to hydrolyze contaminating RNA and inactivate animal disease viruses from DNA preparations. Additional critical quality control elements include use of a synthetic control RNA (SCR) and an SCR-specific real-time RT-PCR to track effectiveness of the procedure in a parallel treated control sample, and a pH check of reagents to ensure proper neutralization of alkaline conditions.

Results

The new procedure reduced intact RNA beyond the limit of detection by realtime RT-PCR and inactivated viruses by in vitro culture infectivity assays.

Conclusions

Treated DNA, while denatured, remains suitable for most common molecular biology procedures including PCR, transformation of E. coli, and molecular sequencing. The procedure ensures not only the inactivation of a variety of viruses but also the degradation through hydrolysis of potentially contaminating infectious + ssRNA viral genomes.

New technologies for DNA analysis--a review of the READNA Project

The REvolutionary Approaches and Devices for Nucleic Acid analysis (READNA) project received funding from the European Commission for 41/2 years. The objectives of the project revolved around technological developments in nucleic acid analysis. The project partners have discovered, created and developed a huge body of insights into nucleic acid analysis, ranging from improvements and implementation of current technologies to the most promising sequencing technologies that constitute a 3(rd) and 4(th) generation of sequencing methods with nanopores and in situ sequencing, respectively.

A revisit of high collision energy effects on collision-induced dissociation spectra using matrix-assisted laser desorption/ionization tandem time-of-flight mass spectrometry (MALDI-LIFT-TOF/TOF): application to the sequencing of RNA/DNA chimeras

RATIONALE

High-energy collision-induced dissociation (CID) spectra of isomeric RNA/DNA chimeras using matrix-assisted laser desorption/ionization time-of-flight LIFT mass spectrometry (MALDI-LIFT-TOF/TOF) can potentially be applied for an exhaustive fragment characterization in a nucleic acid sequencing scheme. These chimeras contain deoxynucleotides and at the 3'-end a ribonucleotide with a 3'-phosphate group.

METHODS

Deprotonated RNA/DNA chimeras of 4-, 5-, 7- and 10-mers are analyzed by CID. This enhances consecutive dissociations from both the precursor and prompt product anions generated by MALDI and metastable fragmentations prior to entering the LIFT cell.

RESULTS

Gas-phase fragmentations of 4- and 5-mers produced many fragment ions, from base release prior to consecutive cleavage of the nucleotide phosphate bond linkage phosphate. The unusual a4(-) product ion is a specific and diagnostic dissociation of the 4-mer if the ribonucleotide contains cytosine. As the size of RNA/DNA chimeras increase, several abundant product ions are generated mainly from zwitterionic forms (deprotonated phosphate ester and protonated base sites): [(M-H)-BiH](-), [ai-BiH](-), wj(-), [wj, (ai-BiH)](-) (if Bi  ≠ T) as internal product ion, and more rarely [wj-BiH](-). The absence of the majority of the [ai-BiH](-) series although the wj (-) series suggested that the higher critical energy processes with a loose transition state are favored yielding the wj(-) series. A large number of abundant fragment ions are detected which enable each isomer to be sequenced.

CONCLUSIONS

This sequencing method is high-throughput, accurate and could be used to sequence isomers of up to 10-mers and also oligonucleotides of unknown sequence. However, RNA/DNA chimeras without thymine must be sufficiently concentrated to reach desorption of deprotonated molecular species to be selected in LIFT to produce all fragment ions within measurable abundances.

Using surface-assisted laser desorption/ionization mass spectrometry to detect ss- and ds-oligodeoxynucleotides

We applied surface-assisted laser desorption/ionization mass spectrometry (SALDI-MS) with HgTe nanostructures as the matrix for the detection of single- and double-stranded oligodeoxynucleotides (ss-ODNs and ds-ODNs). The concentrations of surfactant and additives (metal ions, an amine) and the pH and ionic strength of the sample matrix played significantly different roles in the detection of ss- and ds-ODNs with various sequences. In the presence of Brij 76 (1.5 %), Hg(2+) (7.5 μM), and cadaverine (10 μM) at pH 5.0, this SALDI-MS approach allowed the simultaneous detection of T15, T20, T33, and T40, with limits of detection at the femtomole-to-picomole level and sample-to-sample intensity variation <23 %. In the presence of Ag(+) (1 μM) and cadaverine (10 μM) at pH 7.0, this technique allowed the detection of randomly sequenced ss- and ds-ODNs at concentrations down to the femtomole level. To the best of our knowledge, this paper is the first to report the detection of ss-ODNs (up to 50-mer) and ds-ODNs (up to 30 base pairs) through the combination of SALDI-MS with HgTe nanostructures as matrices. We demonstrated the practicality of this approach through analysis of a single nucleotide polymorphism that determines the fate of the valine residue in the β-globin of sickle cell megaloblasts.

High-specificity single-tube multiplex genotyping using Ribo-PAP PCR, tag primers, alkali cleavage of RNA/DNA chimeras and MALDI-TOF MS

Here, we describe a high-throughput, single-tube, allele-specific ribonucleotide analog pyrophosphorolysis-activated polymerization (ribo-PAP) PCR multiplex genotyping and resequencing method. An RNA/DNA chimeric PCR product is generated using genomic DNA as starting template, a panel of allele-selective 5'-tagged primers, a reverse primer, one nucleotide in the ribo-form (90-100%), the other nucleotides in the deoxy-form, a DNA polymerase capable of incorporating ribonucleotides, a suitable buffer and thermal cycling. The RNA/DNA chimeric PCR products are fragmented by treatment with alkali and analyzed by mass spectrometry. All allele-selective primers have a 5' repetitive motif where each repeat unit has a unique, distinct mass upon reverse copying and alkali fragmentation. The mass of the complement repeat fragment or flag identifies the primer or primers that were recruited in the ribo-PAP PCR. The method readily identifies homozygous and heterozygous positions in simplex or duplex ribo-PAP PCR. Many different tags can be analyzed simultaneously. The assay can genotype several SNPs in a single tube. It thus constitutes the simplest genotyping protocol with multiplex analysis. This novel genotyping and resequencing protocol was applied to different genomic loci: NOS1 and H19 in 30 individuals in simplex ribo-PAP PCR and at two SLCO1B1 loci in 95 individuals in duplex ribo-PAP PCR.

Design and synthesis of cleavable biotinylated dideoxynucleotides for DNA sequencing by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry

Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS)-based methods have been widely explored for DNA sequencing. We report here the design, synthesis, and evaluation of a novel set of chemically cleavable biotinylated dideoxynucleotides, ddNTPs-N₃-biotin, for the DNA polymerase extension reaction and its application in DNA sequencing by mass spectrometry (MS). These nucleotide analogs have a biotin moiety attached to the 5 position of the pyrimidines (C and U) or the 7 position of the purines (A and G) via a chemically cleavable azido-based linker, with different length linker arms serving as mass tags that contribute to large mass differences among the nucleotides. We demonstrate that these modified nucleotides are efficiently incorporated by DNA polymerase, and the DNA strand bearing biotinylated nucleotides is captured by streptavidin-coated beads and efficiently released using tris(2-carboxyethyl)phosphine in aqueous solution, which is compatible with DNA and downstream procedures. We performed Sanger sequencing reactions using these nucleotides to generate DNA fragments for MALDI-TOF MS analysis. Both synthetic DNA and polymerase chain reaction (PCR) products were accurately decoded, and a read length of approximately 37 bases was achieved using these nucleotides in MS sequencing.

Ribo-polymerase chain reaction--a facile method for the preparation of chimeric RNA/DNA applied to DNA sequencing

We describe ribo-polymerase chain reaction (PCR), a method for the preparation of chimeric RNA/DNA. The RNA/DNA chimeric nucleic acids are generated directly from genomic DNA starting templates with two locus-specific primers, three nucleotides in their deoxy form and the fourth in its ribo form, a DNA polymerase capable of incorporating ribo bases, a suitable buffer, and thermal cycling. We have applied ribo-PCR to resequence DNA by directly fragmenting the RNA/DNA chimeras with alkali and analyzing the fragments by mass spectrometry (MS). Mass fingerprint is used to identify deviations from the reference sequence. This method readily detects homozygous sequence deviations as well as heterozygous positions directly from genomic DNA samples. With the high-throughput capability of MS, this facile method is well suited for screening DNA sequences of limited regions of the genome in a large number of individuals. It can also be used to sequence multiple distant genomic loci in a single reaction. This novel ribo-PCR resequencing protocol was applied to different genomic loci involving nitric oxide synthase 1 (NOS1) and H19 in 30 individuals and SLCO1B1 in 95 individuals.

Toward the single-hour high-quality genome

Today, resequencing of a human genome can be performed in approximately a week using a single instrument. Thanks to a steady logarithmic rate of increase in performance for DNA sequencing platforms over the past seven years, DNA sequencing is one of the fastest developing technology fields. As the process becomes faster, it opens up possibilities within health care, diagnostics, and entirely new fields of research. Immediate genetic characterization of contagious outbreaks has been exemplified, and with such applications for the direct benefit of human health, expectations of future sensitive, rapid, high-throughput, and cost-effective technologies are steadily growing. Simultaneously, some of the limitations of a rapidly growing field have become apparent, and questions regarding the quality of some of the data deposited into databases have been raised. A human genome sequenced in only an hour is likely to become a reality in the future, but its definition may not be as certain.

Development of a simple and highly sensitive mutation screening system by enzyme mismatch cleavage with optimized conditions for standard laboratories

Efficient screening of unknown DNA variations is one of the substantive matters of molecular biology even today. Historically, SSCP and heteroduplex analysis (HA) are the most commonly used methods for detecting DNA variations everywhere in the world because of their simplicity. However, the sensitivity of these methods is not satisfactory for screening purpose. Recently, several new PCR-based mutation screening methods have been developed, but most of them require special instruments and adjustment of conditions for each DNA sequence to attain the maximum sensitivity, eventually becoming as inconvenient as old methods. Enzyme mismatch cleavage (EMC) is potentially an ideal screening method. With high-performance nucleases and once experimental conditions are optimized, it requires only conventional staff and conditions remain the same for each PCR product. In this study we tested four commercially available endonucleases for EMC and optimized the electrophoresis and developing conditions. We prepared 25 known DNA variations consisting of 18 single base substitutions (8 transitions and 10 transversions, including all possible sets of mismatches) and 7 small deletions or insertions. The combination of CEL nuclease, 12% PAGE and rapid silver staining can detect all types of mutations and achieved 100% sensitivity.