Rok Sekirnik

Dr. Rok Sekirnik

orcid

Research Focus & Metrics

Academic Career Length

6Years (2021-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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15 December 2022 in Biotechnology and Bioengineering
Verified
Journal Article
Open access
DPDomen Pregeljc
Domen Pregeljc
JSJanja Skok
Janja Skok
TVTina Vodopivec
Tina Vodopivec
NMNina Mencin
Nina Mencin
AKAndreja Krušič
Andreja Krušič
RSRok Sekirnik
Rok Sekirnik
The COVID‐19 pandemic triggered an unprecedented rate of development of messenger ribonucleic acid (mRNA) vaccines, which are produced by in vitro transcription reactions. The latter has been the focus of intense development to increase productivity and decrease cost. Optimization of in vitro transcription (IVT) depends on understanding the impact of individual reagents on the kinetics of mRNA production and the consumption of building blocks, which is hampered by slow, low‐throughput, end‐point analytics. We implemented a workflow based on rapid at‐line high pressure liquid chromatography (HPLC) monitoring of consumption of nucleoside triphosphates (NTPs) with concomitant production of mRNA, with a sub‐3 min read‐out, allowing for adjustment of IVT reaction parameters with minimal time lag. IVT was converted to fed‐batch resulting in doubling the reaction yield compared to batch IVT protocol, reaching 10 mg/ml for multiple constructs. When coupled with exonuclease digestion, HPLC analytics for quantification of mRNA was extended to monitoring capping efficiency of produced mRNA. When HPLC monitoring was applied to production of an anti‐reverse cap analog (ARCA)‐capped mRNA construct, which requires an approximate 4:1 ARCA:guanidine triphosphate ratio, the optimized fed‐batch approach achieved productivity of 9 mg/ml with 79% capping. The study provides a methodological platform for optimization of factors influencing IVT reactions, converting the reaction from batch to fed‐batch mode, determining reaction kinetics, which are critical for optimization of continuous addition of reagents, thus in principle enabling continuous manufacturing of mRNA.

16 July 2024 in Biotechnology and Bioengineering
Verified
Journal Article
Open access
JBJimmy Boman
Jimmy Boman
TMTjaša Marušič
Tjaša Marušič
TSTina Vodopivec Seravalli
Tina Vodopivec Seravalli
JSJanja Skok
Janja Skok
FPFredrik Pettersson
Fredrik Pettersson
RSRok Sekirnik
Rok Sekirnik
In vitro transcription (IVT) reaction is an RNA polymerase‐catalyzed production of messenger RNA (mRNA) from DNA template, and the unit operation with highest cost of goods in the mRNA drug substance production process. To decrease the cost of mRNA production, reagents should be optimally utilized. Due to the catalytic, multicomponent nature of the IVT reaction, optimization is a multi‐factorial problem, ideally suited to design‐of‐experiment approach for optimization and identification of design space. We derived a data‐driven model of the IVT reaction and explored factors that drive process yield (in g/L), including impact of nucleoside triphosphate (NTP) concentration and Mg:NTP ratio on reaction yield and how to optimize the main cost drivers RNA polymerase and DNA template, while minimizing dsRNA formation, a critical quality attribute in mRNA products. We report a methodological approach to derive an optimum reaction design, with which cost efficiency of the reaction was improved by 44%. We demonstrate the validity of the model on mRNA construct of different lengths. Finally, we maximized the yield of the IVT reaction to 24.9 ± 1.5 g/L in batch, thus doubling the highest ever reported IVT yield.

Verified
Journal Article
Open access
PDF file
RMRok Miklavčič
Rok Miklavčič
PMPolona Megušar
Polona Megušar
MKMeta Špela Kodermac
Meta Špela Kodermac
BBBlaž Bakalar
Blaž Bakalar
DDDarko Dolenc
Darko Dolenc
UCUrh Cernigoj
Urh Cernigoj
Messenger RNA (mRNA) is becoming an increasingly important therapeutic modality due to its potential for fast development and platform production. New emerging RNA modalities, such as circular RNA, drive the need for the development of non-affinity purification approaches. Recently, the highly efficient chromatographic purification of mRNA was demonstrated with multimodal monolithic chromatography media (CIM® PrimaS), where efficient mRNA elution was achieved with an ascending pH gradient approach at pH 10.5. Here, we report that a newly developed chromatographic material enables the elution of mRNA at neutral pH and room temperature. This material demonstrates weak anion-exchanging properties and an isoelectric point of 5.3. It enables the baseline separation of mRNA (at least up to 10,000 nucleotides (nt) in size) from parental plasmid DNA (regardless of isoform composition) with both a NaCl gradient and ascending pH gradient approach, while mRNA elution is achieved in a pH range of 5–7. In addition, the basic structure of the novel material is a chromatographic monolith, enabling convection-assisted mass transfer of large RNA molecules to and from the active surface. This facilitates the elution of mRNA in 3–7 column volumes with more than 80% elution recovery and uncompromised integrity. This is demonstrated by the purification of a model mRNA (size 995 nt) from an in vitro transcription reaction mixture. The purified mRNA is stable for at least 34 days, stored in purified H2O at room temperature.

27 October 2021 in Cell & Gene Therapy Insights
Verified
Journal Article
Closed access
MKMatevž Korenč
Matevž Korenč
NMNina Mencin
Nina Mencin
JPJasmina Puc
Jasmina Puc
JSJanja Skok
Janja Skok
KNKristina Šprinzar Nemec
Kristina Šprinzar Nemec
RSRok Sekirnik
Rok Sekirnik
One of the major challenges of mRNA based vaccines has been their requirement for distribution and storage at extremely low temperatures, indicating that exposure of mRNA to suboptimal physico-chemical conditions can result in degradation and loss of potency; it is unclear whether this is due to instability of mRNA drug substance, or LNP-encapsulated mRNA, or both. In this study we compare the stability of model mRNA drug substance (eGFP, 995 nt) prepared by affinity chromatography with the stability of mRNA purified by precipitation. We show that both purification methods lead to highly pure mRNA drug substance, however, mRNA purified by chromatography remains stable for 28 days at 37°C, whereas mRNA purified by precipitation is subject to significant degradation under the same storage conditions. We conclude that chromatography eliminates elements and/or conditions with adverse impact on the quality of mRNA to a greater extent than precipitation method and that choosing appropriate purification strategy is crucial not only to achieve target purity but also to obtain a stable product with retained integrity.

22 February 2025 in Molecular Therapy Nucleic Acids
Verified
Journal Article
Open access
AKAndreja Krušič
Andreja Krušič
NMNina Mencin
Nina Mencin
MLMarta Leban
Marta Leban
ENEvelin Nett
Evelin Nett
MPMario Perković
Mario Perković
RSRok Sekirnik
Rok Sekirnik

12 October 2023 in Electrophoresis
Verified
Journal Article
Open access
PMPolona Megušar
Polona Megušar
RMRok Miklavčič
Rok Miklavčič
MKMatevž Korenč
Matevž Korenč
JLJure Ličen
Jure Ličen
TVTina Vodopivec
Tina Vodopivec
RSRok Sekirnik
Rok Sekirnik
Messenger RNA (mRNA) has emerged as a modality with immense therapeutic potential. Recent innovations in production process of mRNA call for procedures to isolate pure mRNA drug substance (DS) with high yield, high capacity, scalability, and compatibility with GMP production systems. Novel RNA modalities, such as circular RNA (circRNA), have further driven the need for non‐affinity capture possibilities which are already widely used in the biopharmaceutical industry, for example, in monoclonal antibody processing. The principle that multimodal ion exchange/hydrogen bonding chromatography can be used to separate mRNA from in vitro transcription components has recently been demonstrated. Here, we apply and refine this approach to be suitable for scalable purification of multiple mRNA constructs with sufficient yields, purity, and stability, for use in mRNA production process. Binding capacity of the PrimaS‐modified monolithic chromatographic column for mRNA enabled up to 7 mg/mL product isolation in a single chromatographic run, with 98% recovery and room temperature stability of the eGFP mRNA demonstrated for up to 28 days. This approach is independent of construct size or the presence of polyadenylic acid tail and is applicable for capture of a wide variety of RNAs, including mRNA, self‐amplifying RNA, circRNA, and with optimization also smaller RNAs such as transfer RNA and others.