Research Highlight
From 80% to 93% Yield in Continuous siRNA Purification
An established single-column anion exchange method for a sugar-conjugated siRNA sense strand was converted to continuous twin-column operation. Purity held above the 95% specification, yield rose by 13 percentage points, and an MCSGP system of the same column diameter would deliver 87% more throughput.
Continuous Purification of a Conjugated Short Interfering RNA Therapeutic Using Anion Exchange Twin-Column Chromatography (MCSGP)
The authors declare no competing financial interest. Richard Weldon and Thomas Müller-Späth are at YMC ChromaCon; Tobias Vandermeersch is at Johnson & Johnson, which provided funding and the feed material for the study.
Citation (BibTeX)
@article{weldon2025continuous,
title = {Continuous Purification of a Conjugated Short Interfering RNA
Therapeutic Using Anion Exchange Twin-Column Chromatography (MCSGP)},
author = {Weldon, Richard and Vandermeersch, Tobias
and M{\"u}ller-Sp{\"a}th, Thomas},
journal = {Organic Process Research \& Development},
volume = {29},
number = {6},
pages = {1400--1410},
year = {2025},
doi = {10.1021/acs.oprd.4c00513}
}
In oligonucleotide manufacturing, the expensive step comes before the chromatography. Solid-phase synthesis assembles the sequence one coupling at a time, and every incomplete coupling leaves a chemically similar impurity behind — shortmers and longmers that the purification then has to separate from a target they closely resemble. Product lost at the polishing step has to be replaced by synthesizing more, which is where the cost sits.
That makes purification yield unusually valuable here. A polishing step that recovers more of what was loaded lets the synthesis batch shrink proportionally, taking reagents, solvents, waste and column volume down with it.
This study converts an established single-column anion exchange batch method for a sugar-conjugated siRNA sense strand into a continuous twin-column MCSGP process. Yield rises from 80.0% to 93.0% at a purity of 95.4 area%, against a specification of >95%.
It also sets out how the conversion was done — a software-aided procedure for taking a batch chromatogram and turning it into a running continuous method — and projects what the same process would deliver on production-scale equipment.
1. Why This Study Matters: Yield Is the Expensive Variable
Oligonucleotide drugs have moved from promise to product, with 15 approvals to date and hundreds of candidates in clinical trials. Making them at commercial scale remains challenging and expensive. At the time of writing, the maximum commercial GMP scale is limited to a 2,000 mmol synthesis scale using solid-phase oligonucleotide synthesis, and losses during downstream purification limit the maximum output per batch further still.
What batch polishing costs
The standard polishing step is single-column ion exchange or reversed-phase chromatography, with the pure center cut of the chromatogram collected and the rest set aside. Because the target does not fully separate from chemically similar impurities, the lower-purity side cuts have to be reprocessed or discarded.
- Fractionation and mock pooling Yields in batch mode are maximized by fractionating and analyzing the elution peak to find the optimal center-cut boundaries, then generating multiple mock product pools for analytical testing and QC. The paper describes these tasks as essential for batch release and a significant proportion of the overall manufacturing burden in a GMP environment.
- Rechromatography of side cuts The common alternative is to pool out-of-specification side fractions from several batches and re-run them. Side cuts are transferred into custom storage bags, held in a dedicated walk-in freezer, pooled and diafiltered to adjust buffer composition before reloading. It improves overall yield, but reduces the productivity of the process.
- Synthesis has to make up the difference Whatever the polishing step loses must be replaced upstream. Oligonucleotide synthesis is scaled up to compensate for product lost during purification, which the paper notes is very costly.
MCSGP addresses this by recycling the low-purity side cuts internally to a second column, with in-line dilution to aid readsorption, so that rechromatography becomes unnecessary. The technique has been demonstrated across a range of biomolecules; what this study adds is a case in anion exchange mode, on a conjugated siRNA, taken from an existing batch process.
2. The Study at a Glance
The molecule is the sense strand of a therapeutic siRNA, synthesized by standard phosphoramidite chemistry on the solid phase with the sugar conjugation performed during synthesis. The crude entered purification at 85 area% product purity, with the critical N-1 shortmer impurity at 0.93 area%, against a target purity specification of more than 95%.
Product yield, against 80.0% for the pilot-scale batch process
Higher throughput than a batch system of the same column diameter, from running two columns
Area% product purity, against a specification of more than 95%
One run: 13 cycles and 27 product elutions, including startup and shutdown
What was run, and on what
The batch benchmark
A pilot-scale anion exchange polishing method on a 20 × 5 cm i.d. column (393 mL) of TOSOH TSKgel SuperQ-5PW, 20 µm, run on an ÄKTA pure 150 M. This was downscaled 78.6× to a 10 × 0.8 cm i.d. column on a Contichrom CUBE 30, holding load, wash volumes, linear flow rates and gradient constant.
The continuous process
MCSGP on the same Contichrom CUBE 30 and the same resin, with UV detectors at each column outlet at 280 nm. The method was built from the downscaled batch chromatogram using MCSGP Wizard v8.1, then run for 13 cycles at a load of 15.80 g per liter of resin per cycle.
Both eluents were the same in kind: 20 mM sodium phosphate with 10 vol% acetonitrile at pH 8.0, with sodium chloride providing the gradient. The pilot method used 0.9 M NaCl in mobile phase B and the downscale runs 1.1 M, which produced a narrower peak in the downscaled runs — a difference the authors expected the internal recycling to compensate for.
3. Three Ways to Run the Same Separation
The study reports three processes on the same chemistry: the pilot batch method, the same method downscaled, and MCSGP built from that downscaled method. Comparing all three is what separates the effect of the operating mode from the effect of column geometry.
- Batch, pilot scale
- Batch, downscaled
- MCSGP
The benchmark. A 20 × 5 cm anion exchange column at pilot scale, with a center cut collected to meet the >95% purity target. That cut recovers 80.0% of the product — a figure the paper describes as typical for preparative batch chromatography.
- Purity
- 95.0 area%
- Yield
- 80.0%
- Productivity
- 5.28 g/Lresin/h
- Buffer
- 1.25 L/g
Values as reported in Table 4 of the study. Each metric is scaled to the largest of the three values, so bar lengths compare within a row and not between rows. Colors follow the paper’s own figures: black and blue for the pilot and downscaled batch traces in Figure 3A, red for the MCSGP product collection window in Figure 4B. Purity for the downscaled batch was determined by HPLC-UV only, not by HPLC-UV/MS as for the other two.
4. From Batch Method to Continuous Process
MCSGP is more complex to set up than single-column chromatography, and the paper notes that it requires specialized process development tools to optimize and implement. Its practical contribution is a procedure that starts from something a process chemist already has — a fractionated batch chromatogram with purity data — and turns it into a running twin-column method.
- Run a batch design method The downscaled batch run was repeated at an elevated elution flow rate of 200 cm/h to maximize MCSGP performance, the eluate fractionated, and each fraction analyzed by HPLC. The chromatogram was then overlaid with the measured fraction purities.
- Set the phase boundaries on screen That chromatogram and its purity data were uploaded to MCSGP Wizard v8.1. The boundaries between the recycling and collection phases were set by drag-and-drop against the purity profile, to optimize the purity of the product collection window.
- Let the software size the rest Gradient parameters, the load per switch and the in-line dilution factors were calculated automatically from the imported chromatogram and the relative position of the phase boundaries. Washing, cleaning and regeneration steps were entered into a template table.
- Run the generated methods The wizard produced a set of startup, main and shutdown methods ready to run on the Contichrom CUBE hardware.
What the four phases do
Each MCSGP switch has four phases, and the two that define the technique are the recycling steps. In phase 1 a gradient starts on the first column while the second is cleaned and regenerated in parallel. In phase 2 the columns are interconnected and the early-eluting, low-purity side cut is transferred from the upstream column to the downstream one, with in-line dilution lowering the modifier content so the product readsorbs. In phase 3 the columns run in parallel again: pure product is collected from the first while the second receives fresh crude feed. In phase 4 the late-eluting, low-purity side cut is recycled the same way as in phase 2. The columns then swap positions and the sequence repeats.
A Simple Analogy
A cabinetmaker buys more timber than the finished piece needs, because some of every board is lost to cuts and flaws. Reduce the offcuts and the saving does not show up in the workshop — it shows up in the timber bill.
Purification yield works the same way here. The polishing step is the cut; the oligonucleotide synthesis is the timber, and the timber is the expensive part. Recovering 93% of the loaded product instead of 80% means a smaller synthesis batch delivers the same amount of finished material, taking reagents, solvents and waste down with it.
5. What the 13-Cycle Run Showed
A 13-cycle MCSGP run was carried out, giving 27 product elutions including startup and shutdown, over a total run time of 17 hours. The cycle number was limited only by how much crude was available for the study.
Convergence
A continuous process has to settle before it can be judged, and the study tracks that settling three ways. The area under the UV curve for the product collection phase reached a constant value by cycle 5, indicating that the mass of product entering and leaving the system was in steady state. Product purity followed the same pattern: it starts at 95.6 area%, declines and stabilizes at around 95.1 area%. The critical N-1 impurity starts at 0.5 area%, rises and stabilizes at around 0.7 area% — inside the specification of less than 1.0%.
Per-cycle yield was steady at roughly 94–95%, with product recovery holding between 127 and 130 mg per cycle. The shutdown step returned a much lower 62%, which is a normal feature of MCSGP: it is calculated against the larger load applied during startup, and its effect on the overall figure shrinks as the number of cycles rises. Including startup and shutdown, the overall yield was 93%.
Impurity accumulation, watched rather than assumed
Some accumulation was detectable in the region undergoing recycling of strongly adsorbing impurities. The paper treats this as expected rather than alarming: impurity accumulation in the recycling regions is typical in MCSGP, and only becomes a problem if it extends into the product pool and causes the specification to be missed. It did not here, and the stated remedy if it had would be to narrow the recycling windows during process design and send more impurities to waste.
The conductivity traces overlaid reproducibly across the whole run, indicating stable system performance, and the authors note that monitoring area under the curve cycle to cycle gives an operator a live signal: deviation from predefined limits can trigger a run to be adjusted, paused or aborted before time and material are wasted.
6. Full Results and Scale-Up
Swipe the table sideways to see all three processes.
| Metric | Batch, pilot | Batch, downscaled | MCSGP |
|---|---|---|---|
| siRNA sense strand feed 85.0 area% · specification >95% | |||
| Product purity (area%) | 95.0 | 95.79 * | 95.44 |
| Impurity N-1 (area%) | 1.0 | 0.82 * | 0.74 |
| Product yield (%) | 80.0 | 77.32 | 93.02 |
| Productivity (g/Lresin/h) | 5.28 | 10.09 | 9.88 |
| Buffer consumption (L/g) | 1.25 | 1.29 | 1.86 |
| Product concentration (g/L) | 2.5 | 2.91 | 2.80 |
Source: Table 4, Weldon, Vandermeersch and Müller-Späth, Org. Process Res. Dev. 2025, 29, 1400–1410 (CC BY). * The downscaled batch was evaluated by HPLC-UV only, not by mass spectrometry, so those two values are not strictly comparable to the others.
Reading the productivity figure carefully
Productivity per liter of resin was 9.88 g/Lresin/h for MCSGP against 10.09 for the downscaled batch — effectively the same. The gain over the pilot batch process, at 5.28, comes from bed height: the downscaled column is half as tall, so residence time during elution halved and productivity roughly doubled. In practice, half the bed height with twice the productivity gives similar overall throughput, since throughput is productivity multiplied by column volume.
The 87% throughput advantage the paper reports is a different comparison: an MCSGP system runs two columns rather than one, at the same column diameter. Put another way, one elution in MCSGP completed in 38 minutes against 90 minutes for one batch elution from the same 10 cm column. Three things contribute: the higher yield, the higher elution flow rate used in MCSGP (200 against 150 cm/h, which carries less risk because recycling safeguards yield), and the fact that regeneration, cleaning and feeding run in parallel with elution on the other column.
Scale-up scenarios
MCSGP processes developed on the Contichrom CUBE are directly scalable to the Contichrom TWIN, a production system capable of operating under GMP. The study projects four configurations.
Swipe the table sideways to see all four configurations.
| Parameter | Twin 300 | Twin 500 | Twin 1000 | Twin 2000 |
|---|---|---|---|---|
| Column i.d. (cm) | 20 | 30 | 45 | 60 |
| Column volume (L) | 2 × 3.0 | 2 × 7.0 | 2 × 15.8 | 2 × 27.5 |
| Input, 85 area% (kg/day) | 1.80 | 4.20 | 9.50 | 16.50 |
| Output, 95.4 area% (kg/day) | 1.42 | 3.32 | 7.51 | 13.05 |
| Buffer consumption (L/day) | 2,647 | 6,177 | 13,970 | 24,265 |
Source: Table 5 of the study. These are calculated scale-up scenarios rather than demonstrated runs. The paper states that the largest configuration, assuming 24 hours of continuous operation, enables multiton-scale production per year.
7. What This Means for Oligonucleotide Manufacturing
The headline number is a 13 percentage point gain in yield, but the argument the paper makes is about what that gain does upstream. Higher chromatographic yield allows the chemical synthesis batch to be scaled down proportionally for the same output of product.
That matters because synthesis is where the raw material cost, the custom intermediates and the solvent burden sit. The authors report that for equivalent product output, MCSGP carries 14% lower cost of goods, and they attribute the saving to fewer raw materials and consumables, fewer custom oligonucleotide intermediates, smaller synthesis batches and smaller volumes of chromatography resin. On resin specifically, they calculate that a production-scale single-column batch system requires 86% more resin than MCSGP for equivalent output — and note that this figure may understate the difference, because batch chromatography is not typically run continuously.
Alongside the measured process improvements, the paper sets out a series of operational benefits it expects from automation: fewer in-process control samples and so a reduced GMP analytical burden, the elimination of rechromatography with its storage bags, freezer space and diafiltration, less operator interaction and less scope for user error, and smaller columns that are easier to pack. These are argued rather than measured in this study.
One methodological note worth carrying forward: the anion exchange method here reached above 95% purity in both batch and MCSGP modes, where the authors say NaOH-based AIEX methods in their experience typically give 88–92%. They suggest the phosphate-buffered mobile phase with 10% acetonitrile may have improved selectivity by reducing unwanted hydrophobic interactions, but also note the crude entered at a high starting purity of 85%.
What the study does not claim
- AutoPeak was not evaluated. The MCSGP method used here was fully time-based. UV-based dynamic process control was left out because crude material was limited — and the paper states that at GMP scale AutoPeak is essential, to compensate for retention time differences caused by variability in column packing, buffer preparation or feed consistency.
- Buffer consumption was higher, not lower. 1.86 L/g for MCSGP against 1.25 L/g for the pilot batch. Optimization was outside the scope of the study for want of crude material. The authors identify three routes they would expect to reduce it: a less conservative in-line dilution factor, dropping the optional wash after strong recycling, and increasing the load.
- Productivity per liter of resin was matched, not improved. 9.88 against 10.09 g/Lresin/h for the downscaled batch. The throughput advantage comes from operating two columns, and from parallel scheduling — not from a more productive separation.
- The scale-up table is a projection. The four Twin configurations are calculated scenarios, not demonstrated production runs.
- One molecule, 13 cycles, limited feed. The cycle count was set by crude availability rather than by process stability, and load optimization was not attempted for MCSGP.
- Two purity values are not strictly comparable. The downscaled batch was assessed by HPLC-UV alone; the pilot batch and MCSGP figures are HPLC-UV/MS.
- Affiliations and funding. The authors declare no competing financial interest. Two are employed by YMC ChromaCon, which commercializes MCSGP; the third is at Johnson & Johnson, which funded the study and supplied the feed material.
8. Key Terms in This Study (Glossary)
| Term | Definition |
|---|---|
| AIEX | Anion exchange chromatography, which separates molecules by negative charge. Well suited to oligonucleotides, whose phosphate backbone carries a charge proportional to sequence length. |
| Area% | Purity expressed as the percentage of total peak area attributable to the product in an analytical HPLC trace. |
| AutoPeak | UV-based dynamic process control for MCSGP, which compensates for shifts in peak retention time caused by variation in eluent preparation, column packing or feed quality. Not used in this study. |
| Center cut | The pure central portion of a batch elution peak, collected as product. Its boundaries are found by fractionating and analyzing the peak. |
| Cycle and switch | A switch is one elution from one column, comprising four phases. A cycle is two switches — one elution from each of the twin columns. |
| Cyclic steady state | The condition in a continuous process where each cycle reproduces the previous one. Reached here by cycle 5. |
| In-line dilution | Dilution of the recycled stream between interconnected columns, lowering its modifier content so the product readsorbs onto the downstream column instead of passing through. |
| MCSGP | Multicolumn Countercurrent Solvent Gradient Purification: a continuous twin-column chromatography process that recycles low-purity side cuts internally rather than discarding them. |
| N-1 impurity | A shortmer one nucleotide shorter than the target, produced by an incomplete coupling during synthesis. The critical impurity tracked in this study, with a specification of less than 1.0 area%. |
| Oligonucleotide drug (OND) | A therapeutic built from a short nucleotide sequence, able to modulate gene expression with high specificity. |
| Productivity | Mass of product per liter of resin per hour. It depends on bed height as well as on the separation, so it should be compared between columns of similar geometry. |
| Rechromatography | Pooling out-of-specification side fractions from several batches and re-running them to recover product. Improves yield but lowers overall productivity, and is eliminated by MCSGP. |
| Sense strand | One of the two strands of a double-stranded siRNA. The strand purified in this study carried a sugar conjugation added during synthesis. |
| Side cut | The lower-purity fraction either side of the center cut, where product overlaps with closely related impurities. |
| SPOS | Solid Phase Oligonucleotide Synthesis, the standard route for manufacturing oligonucleotides at scale. |
| Throughput | Productivity multiplied by column volume. It is the figure that determines how much a system produces per unit time, as distinct from how hard the resin is working. |
| Weak and strong recycling | Return of the early-eluting side cut (weak, phase 2) and the late-eluting side cut (strong, phase 4) to the downstream column. |
9. Frequently Asked Questions
Yes. This study converted an established single-column anion exchange batch method for a sugar-conjugated siRNA sense strand into a continuous twin-column MCSGP process, running 13 cycles and 27 product elutions over 17 hours. Yield rose from 80.0% to 93.02% while purity held at 95.44 area%, against a specification of more than 95%.
Both. This case study demonstrates the technique in anion exchange mode. The paper notes that MCSGP uses the same stationary phases and eluent combinations as single-column polishing — ion exchange, reversed phase or hydrophobic interaction — and works for isocratic or linear gradient purifications, provided the target adsorbs fully to the stationary phase and desorbs once the modifier concentration is raised.
In this case, 13 percentage points: 93.02% for MCSGP against 80.0% for the pilot-scale batch process, at essentially unchanged purity. The paper notes this is in line with previous MCSGP studies on oligonucleotides, where yields above 90% were consistently achievable.
Not per liter of resin, in this study. Productivity was 9.88 g/Lresin/h for MCSGP against 10.09 for the downscaled batch method on the same column — effectively identical. The advantage is at system level: an MCSGP system runs two columns instead of one, so overall throughput would be 87% higher than a batch system of the same column diameter. One MCSGP elution took 38 minutes against 90 minutes for a batch elution from the same column, helped by the higher yield, a higher elution flow rate, and running regeneration and feeding in parallel with elution on the other column.
More, in this study: 1.86 L per gram of product against 1.25 L/g for the pilot batch process. The authors attribute this mainly to the in-line dilution that MCSGP recycling requires, and note the dilution factor was set conservatively high to ensure rebinding of the recycled product to the column. They did not optimize buffer consumption here because crude material was limited, and identify a lower dilution factor, dropping the optional wash after strong recycling, and increasing the load as routes to reduce it.
The batch elution is fractionated and each fraction analyzed for purity, then the chromatogram and its purity data are uploaded to the MCSGP Wizard software. The boundaries between the recycling and collection phases are set by drag-and-drop against the purity profile, and the software calculates the gradient parameters, the load per switch and the in-line dilution factors automatically, generating startup, main and shutdown methods ready to run.
The study projects four Contichrom TWIN configurations, from 20 cm to 60 cm column internal diameter, producing between roughly 1.4 and 13 kg of purified siRNA sense strand per day. These are calculated scale-up scenarios rather than demonstrated runs; the paper states that the largest configuration, at 24 hours of continuous operation, enables multiton-scale production per year.
Yes. It is published open access under a CC BY 4.0 license in Organic Process Research & Development, so it can be read, downloaded and reused with citation. Supporting information covering the analytical HPLC gradient and the specific MCSGP startup and main method parameters is available free of charge alongside the article.