Electrochemical DNA synthesis and sequencing on a single electrode with scalability for integrated data storage
Open accessAbstract
DNA synthesis and sequencing on a single electrode enables integrated data storage using a sliding microarray chip.
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Written from the paper’s full text.
TL;DR
The paper demonstrates a fully integrated DNA data storage proof-of-concept in which electrochemical DNA synthesis and sequencing occur on the same Au electrode, with liquid handling by a SlipChip device. It shows writing/reading of small text files and scalability using a 2 × 2 electrode array.
Key findings
- Electrochemical phosphoramidite synthesis on Au electrodes gave an averaged stepwise yield of ~97.1%; Au NP modification increased Syn-10nt surface density from 1.644 × 10^13 to 4.062 × 10^13 molecules cm−2.
- Sequencing-by-synthesis on the same electrode detected complementary dNTP addition as a transient current of ~20 nA within 300 ms, with an averaged valid charge of ~2.87 nC corresponding to 5.7 × 10^11 DNA molecules cm−2.
- Sequencing accuracy was 84.21% (16 of 19 sites matched); integrated synthesis-and-sequencing accuracy was 75.56%, from which synthesis accuracy was roughly estimated as 89.73%. After three repeated readings and plurality voting, data recovery accuracy improved to ~87.22% on average, and Reed-Solomon redundancy (6/15 = 40%) corrected remaining errors to achieve 100% recovery.
- A SlipChip-based 2 × 2 Au electrode array stored “DNAStoresFutureWorld” with ~89.17% accuracy after three replicated sequencing and plurality voting, then recovered the original data after error correction; writing/reading took ~9 hours for 4.5 bytes on a single electrode and ~14 hours for 20 bytes on the four-electrode array.
Methods
- The system used a Au electrode modified with bis-aniline–cross-linked Au nanoparticles and 6-mercapto-1-hexanol; DNA synthesis used phosphoramidite chemistry with electrochemical acid deprotection at an optimized 1.4 V, and sequencing used polymerase-catalyzed primer extension detected by charge redistribution/transient current.
- Data were encoded into DNA using Reed-Solomon codes, synthesized on electrodes, sequenced on the same electrodes, and decoded; repeated sequencing was enabled by electrode regeneration with 0.20 M NaOH and plurality voting.
- Characterization included fluorescence hybridization, chronocoulometry with RuHex, current/charge measurements, Needleman-Wunsch alignment, and a SlipChip microfluidic device with a 2 × 2 Au electrode array for integrated liquid manipulation.
Limitations
- Stated: the synthesis accuracy estimate is rough and accuracy depends on specific sequence and length; homopolymer regions, especially G and C, cause synthesis and sequencing errors; excessive sequencing increases cost/time and accuracy decreased with increasing cycles, estimated to fall to 50% after ~21 cycles.
- Stated: slipping operations slightly decreased surface densities on microfabricated electrodes, though they remained sufficient for sequencing.
- Evident: the demonstration is small-scale proof-of-concept (4.5 bytes on one electrode; 20 bytes on four electrodes), with relatively low raw accuracy requiring repeated sequencing, plurality voting, and substantial error-correction redundancy; large-scale high-density arrays are proposed as future work rather than demonstrated.
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Claims the paper makes
0 of 29 cited sources checked · 0 supported · 0 flagged
- Findingown data
The Au electrode surface area increased after modification with bis-aniline-cross-linked Au NPs, confirmed by a ~4.2-fold increased characteristic Au peak at ~0.97 V versus AgCl/Ag in cyclic voltammogram in 0.50 M H2SO4.
“The surface area of the electrode increased after the modification, which was confirmed by the increased characteristic Au peak (~4.2 times of a naked electrode) at ~0.97 V (versus AgCl/Ag) in the cyclic voltammogram in 0.50 M H2SO4 (fig. S2B).”
Quote in the paperSubstantial claim - Findingreasoning
Average surface density of Syn-10nt on a bare Au electrode was 1.644 × 10^13 molecules cm−2.
“By calculation, the average surface density of the Syn-10nt on a bare Au electrode was 1.644 × 1013 molecules cm−2.”
Quote in the paperNot a substantial claim - Findingown data
With bis-aniline-cross-linked Au NPs on the surface, a larger anodic current for proton generation was observed than for a bare Au electrode.
“Besides, with the bis-aniline–cross-linked Au NPs on the surface, a larger anodic current for the proton generation was observed than that for a bare Au electrode, as shown in fig. S4B.”
Quote in the paperNot a substantial claim - Findingown data
Chronocoulometric measurements showed that electric charge attributed to RuHex reduction correlated with the length of oligonucleotides synthesized on the electrode.
“The charge exhibited a correlation with the length of the oligonucleotides synthesized [in nucleotides (nt)] on the electrode (Syn-5nt, 3′-TGACT-5′; Syn-10nt, 3′-TGACTGACTG-5′; Syn-15nt, 3′-TGACTGACTGACTGA-5′; Syn-20nt, 3’-TGACTGACTGACTGACTGAC-5′), as shown in Fig. 2E.”
Quote in the paperSubstantial claim - Findingown data
A potential of 1.4 V was optimal for the electrochemical deprotection step for DNA synthesis.
“The result indicated that a potential of 1.4 V was the optimal potential for the electrochemical deprotection step for DNA synthesis, which was used for future experiments.”
Quote in the paperSubstantial claim
- Findingown data
Noncomplementary dNTP addition produced only a negligible transient current over background.
“In contrast, the addition of a noncomplementary dNTP only brought about a negligible transient current over the background.”
Quote in the paperSubstantial claim - Findingown data
An oligonucleotide with sequence 3′-TTTTTTGAACCTT-5′ (Oligo-1) was synthesized on the electrode using the electrochemical method.
“To demonstrate the applicability of the electrode for DNA synthesis, an oligonucleotide with a sequence of 3′-TTTTTTGAACCTT-5′ (Oligo-1) was synthesized using our method.”
Quote in the paperSubstantial claim - Findingown data
Complementary dNTP addition to electrode with Oligo-2 and polymerase produced a transient current of ~20 nA within 300 ms.
“As shown in Fig. 3B, when the complementary dNTP was introduced to the electrode with Oligo-2 and the polymerase, a transient current of ~20 nA was observed within 300 ms.”
Quote in the paperSubstantial claim - Findingown data
The number of charges generated in a valid dNTP addition was distinguishable from control experiments.
“We compared the signal with those in the control experiments, as shown in Fig. 3C, the number of charges generated in a valid dNTP addition was distinguishable.”
Quote in the paperSubstantial claim - Findingown data
The accuracy accumulated for integrated DNA synthesis and sequencing was 75.56%, obtained from experiments in Fig. 4 and calculation in table S3.
“The accuracy accumulated for the integrated DNA synthesis and sequencing was 75.56%, as obtained from experiments shown in Fig. 4 and calculation in table S3.”
Quote in the paperSubstantial claim - Findingown data
The Oligo-2 strand on the electrode was sequenced by sequentially adding dNTPs in order A, T, C, and G and measuring electric signals.
“The Oligo-2 strand on the electrode was sequenced by sequentially adding dNTPs into the solution (in the order of A, T, C, and G) and simultaneously measuring the electric signals.”
Quote in the paperSubstantial claim - Findingown data
As proof-of-concept, text information "DNAStoresFutureWorld" (Oligo-slip-1 to Oligo-slip-4, 30 nt) was stored in the integrated device using the method.
“As the proof-of-concept experiment, a piece of text information “DNAStoresFutureWorld” (Oligo-slip-1 to Oligo-slip-4, 30 nt; sequences are available in table S2) was stored in this integrated device using our method.”
Quote in the paperSubstantial claim - Findingown data
After error correction with the RS algorithm, the original data DNAStoresFutureWorld was properly recovered.
“After error correction with the RS algorithm, the original data, DNAStoresFutureWorld, was properly recovered”
Quote in the paperSubstantial claim - Findingown data
It took about 9 hours to write and read 4.5 bytes of data on the single electrode.
“It took about 9 hours to write and read 4.5 bytes of data on the single electrode, which can be further improved by scaling up using an electrode array as shown below.”
Quote in the paperNot a substantial claim - Findingown data
It took about 14 hours to write and read 20 bytes of data on the four-electrode array.
“It took about 14 hours to write and read 20 bytes of data on the four-electrode array.”
Quote in the paperNot a substantial claim - Findingreasoning
Error correction based on data redundancy added in the encoding step corrected remaining mistakes to achieve 100% data recovery.
“As for the remaining mistakes, error correction based on data redundancy added in the encoding step served to correct them to achieve 100% data recovery.”
Quote in the paperSubstantial claim - Findingown data
The overall accuracy for Oligo-slip-1 to Oligo-slip-4 was ~89.17% after three replicated sequencing runs and plurality voting.
“It was found that the overall accuracy for Oligo-slip-1 to Oligo-slip-4 was ~89.17% after three replicated sequencing and plurality voting (table S2).”
Quote in the paperSubstantial claim - Findingown data
The surface density of the synthesized oligonucleotide on the microfabricated electrode of size d = 260 μm was 3.386 × 1013 DNA molecules cm−2.
“Then, the surface densities of the synthesized oligonucleotide were obtained for the microfabricated electrodes of two sizes (d = 260 and 500 μm), which were 3.386 × 1013 and 3.501 × 1013 DNA molecules cm−2, respectively (Fig. 5C).”
Quote in the paperNot a substantial claim - Findingown data
Similar current signals were observed in the electrochemical deprotection step.
“As shown in fig. S11, similar current signals were observed in the electrochemical deprotection step.”
Quote in the paperNot a substantial claim - Findingown data
The surface density of the synthesized oligonucleotide on the microfabricated electrode of size d = 500 μm was 3.501 × 1013 DNA molecules cm−2.
“Then, the surface densities of the synthesized oligonucleotide were obtained for the microfabricated electrodes of two sizes (d = 260 and 500 μm), which were 3.386 × 1013 and 3.501 × 1013 DNA molecules cm−2, respectively (Fig. 5C).”
Quote in the paperNot a substantial claim - Premisecitation
Proton-coupled redox reactions, such as electrochemical oxidation of hydroquinone to benzoquinone, can create the required acidic condition to remove protecting groups.
“It has been reported that proton-coupled redox reactions, such as the electrochemical oxidation of hydroquinone to benzoquinone, can create the required acidic condition to remove the protecting groups (35, 36).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [35] R. D. Egeland, E. M. Southern, Electrochemically directed synthesis of oligonucleotides for DNA microarray fabrication. Nucleic Acids Res. 33, e125 (2005). 16085751 PMC1183109 source
Not checked in the free run.
- cites [36] K. Maurer, J. Cooper, M. Caraballo, J. Crye, D. Suciu, A. Ghindilis, J. A. Leonetti, W. Wang, F. M. Rossi, A. G. Stover, C. Larson, H. Gao, K. Dill, A. McShea, Electrochemically generated acid and its containment to 100 micron reaction areas for the production of DNA microarrays. PLOS ONE 1, e34 (2006). 17183662 PMC1762329 source
Not checked in the free run.
- Premisecitation
Random access of data using PCR can cause data loss owing to biased amplification.
“Random access of data using PCR can also cause data loss owing to biased amplification (28, 29).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [28] Y. J. Chen, C. N. Takahashi, L. Organick, C. Bee, S. D. Ang, P. Weiss, B. Peck, G. Seelig, L. Ceze, K. Strauss, Quantifying molecular bias in DNA data storage. Nat. Commun. 11, 3264 (2020). 32601272 PMC7324401 source
Not checked in the free run.
- cites [29] J. M. Kebschull, A. M. Zador, Sources of PCR-induced distortions in high-throughput sequencing data sets. Nucleic Acids Res. 43, e143 (2015). 26187991 PMC4666380
Not checked in the free run.
- Premisecitation
It is challenging to develop a DNA-based database of full integration, high efficiency, and practical applicability, even using an automatic fluidic system.
“Therefore, it is still challenging to develop a DNA-based database of full integration, high efficiency, and practical applicability, even using an automatic fluidic system (30).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [30] C. N. Takahashi, B. H. Nguyen, K. Strauss, L. Ceze, Demonstration of end-to-end automation of DNA data storage. Sci. Rep. 9, 4998 (2019). 30899031 PMC6428863 source
Not checked in the free run.
- Interpretationown data
A fully integrated DNA data storage system based on electrochemical DNA synthesis and sequencing on a single electrode was developed.
“Here, we report a fully integrated DNA data storage system based on electrochemical DNA synthesis and sequencing on a single electrode, as shown in Fig. 1A.”
Quote in the paperSubstantial claim - Interpretationreasoning
Errors could accumulate, so a larger deviation from the linear relationship with increasing oligonucleotide length was observed.
“The errors could accumulate, so a larger deviation from the linear relationship with increasing oligonucleotide length was observed in Fig. 2E.”
Quote in the paperSubstantial claim - Interpretationreasoning
The larger surface area provided more active sites for DNA synthesis on the electrode surface.
“This is probably because the larger surface area provided more active sites for the DNA synthesis on the electrode surface.”
Quote in the paperSubstantial claim - Interpretationown data
The transient current in sequencing-by-synthesis could be attributed to selective addition of a complementary dNTP to self-priming Oligo-2.
“Therefore, the transient current in the sequencing-by-synthesis process could be attributed to the selective addition of a complementary dNTP to the self-priming Oligo-2.”
Quote in the paperSubstantial claim - Interpretationcitation
The nonideal yield was probably owing to incomplete deprotection and insufficient reaction between phosphoramidite and hydroxyl group, leading to deletion errors in DNA synthesis.
“The nonideal yield was probably owing to incomplete deprotection and the insufficient reaction between the phosphoramidite and the hydroxyl group, leading to deletion errors in the DNA synthesis (39).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [39] R. Heckel, G. Mikutis, R. N. Grass, A characterization of the DNA data storage channel. Sci. Rep. 9, 9663 (2019). 31273225 PMC6609604 source
Not checked in the free run.
- Interpretationown data
It was estimated that accuracy would decrease to 50% after ~21 cycles.
“It was estimated that the accuracy would decrease to 50% after ~21 cycles.”
Quote in the paperSubstantial claim - Interpretationcitation
With multiple-sequencing results, some random errors can be eliminated based on plurality voting to improve sequencing accuracy.
“With the multiple-sequencing results, some random errors can be eliminated on the basis of the principle of plurality voting to improve the sequencing accuracy (Fig. 4, C and D) (51, 52).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [51] Y. Choi, H. J. Bae, A. C. Lee, H. Choi, D. Lee, T. Ryu, J. Hyun, S. Kim, H. Kim, S. H. Song, K. Kim, W. Park, S. Kwon, DNA micro-disks for the management of DNA-based data storage with index and write-once–read-many (WORM) memory features. Adv. Mater. 32, 2001249 (2020). 32725925 source
Not checked in the free run.
- cites [52] H. Bimboim, J. Doly, A rapid alkaline extraction procedure for screening recombinant plasmid DNA. Nucleic Acids Res. 7, 1513– 1523 (1979). 388356 PMC342324 source
Not checked in the free run.
- Interpretationreasoning
The accuracy of synthesis could be estimated by 75.56/84.21% = 89.73%.
“So the accuracy of the synthesis could be estimated by 75.56/84.21% = 89.73%.”
Quote in the paperNot a substantial claim- Rests on an assumption: The integrated DNA synthesis and sequencing accuracy equals the product of synthesis accuracy and sequencing accuracy, allowing synthesis accuracy to be estimated by dividing integrated accuracy by sequencing accuracy.
- Interpretationown data
Both synthesis and sequencing of an oligonucleotide could be accomplished on the same electrode for data writing and reading.
“Now both the synthesis and sequencing of an oligonucleotide could be accomplished on the same electrode for data writing and reading.”
Quote in the paperSubstantial claim - Interpretationreasoning
Because synthesized oligonucleotide with encoded information was covalently linked to the electrode, replicated sequencing can be carried out after regeneration using 0.20 M NaOH.
“Because the synthesized oligonucleotide with encoded information was covalently linked to the electrode, replicated sequencing can be carried out after regeneration of the electrode using 0.20 M NaOH (Fig. 4B).”
Quote in the paperSubstantial claim - Interpretationown data
The slightly decreased surface densities were sufficient for the subsequent DNA sequencing.
“The slightly decreased surface densities could arise from slipping operations but were sufficient for the subsequent DNA sequencing.”
Quote in the paperSubstantial claim - Interpretationnone given
The increased electrode surface by Au NP modification can lead to the synthesis of high-density DNA molecules on the electrode.
“First, the increased electrode surface by Au NP modification can lead to the synthesis of high-density DNA molecules on the electrode”
Quote in the paperNot a substantial claim - Interpretationreasoning
Address information is no longer required in the DNA sequences when writing and reading data on the same electrode.
“Second, the address information, which can be very cumbersome for a really large database, is no longer required in the DNA sequences.”
Quote in the paperSubstantial claim - Interpretationown data
The oligonucleotide was available on the electrode after the synthesis, as indicated by comparison with the chronocoulometric signal of a blank Au electrode.
“Compared with the chronocoulometric signal of a blank Au electrode, it indicated that the oligonucleotide was available on the electrode after the synthesis (fig. S12).”
Quote in the paperSubstantial claim - Interpretationreasoning
Parallel DNA synthesis and sequencing can be accomplished almost simultaneously using the electrode array.
“Parallel DNA synthesis and sequencing can be accomplished almost simultaneously using the electrode array”
Quote in the paperSubstantial claim - Interpretationreasoning
The location of data is correlated to the identity of electrodes.
“The location of data is correlated to the identity of electrodes”
Quote in the paperSubstantial claim - Interpretationown data
The recovery of the original data demonstrated the scalability of the proposed SlipChip-based DNA data storage device.
“which demonstrated the scalability of the proposed SlipChip-based DNA data storage device.”
Quote in the paperSubstantial claim- Rests on an assumption: Fabrication of a high-density microelectrode array is technically feasible.
- Interpretationreasoning
The volume of the database is limited by the number of electrodes.
“so that the volume of the database is now limited by the number of electrodes.”
Quote in the paperSubstantial claim - Interpretationreasoning
Accelerated mass transfer can potentially reduce the time required for data storage.
“which can potentially reduce the time required for the data storage.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Regeneration of the electrode can improve the reading accuracy.
“so that the reading accuracy can be improved.”
Quote in the paperSubstantial claim - Premisecitation
By the SlipChip device, parallel liquid manipulation involved in the complicated DNA synthesis and sequencing processes can be substantially simplified.
“By the SlipChip device, parallel liquid manipulation involved in the complicated DNA synthesis and sequencing processes can be substantially simplified (57, 58).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [57] J. E. Kreutz, T. Munson, T. Huynh, F. Shen, W. Du, R. F. Ismagilov, Theoretical design and analysis of multivolume digital assays with wide dynamic range validated experimentally with microfluidic digital PCR. Anal. Chem. 83, 8158– 8168 (2011). 21981344 PMC3216679 source
Not checked in the free run.
- cites [58] F. Shen, B. Sun, J. E. Kreutz, E. K. Davydova, W. Du, P. L. Reddy, L. J. Joseph, R. F. Ismagilov, Multiplexed quantification of nucleic acids with large dynamic range using multivolume digital RT-PCR on a rotational SlipChip tested with HIV and hepatitis C viral load. J. Am. Chem. Soc. 133, 17705– 17712 (2011). 21995644 PMC3216675 source
Not checked in the free run.
- Interpretationcitation
The small dead volume of the SlipChip device can save expensive reagents to make it more cost-effective to write and read a large volume of data compared with conventional systems.
“Last, the small dead volume of the SlipChip device can save the expensive reagents to make it more cost-effective to write and read a large volume of data compared with conventional systems (30).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [30] C. N. Takahashi, B. H. Nguyen, K. Strauss, L. Ceze, Demonstration of end-to-end automation of DNA data storage. Sci. Rep. 9, 4998 (2019). 30899031 PMC6428863 source
Not checked in the free run.
- Premisecitation
By simply slipping the device, a large array of microdroplets can be manipulated simultaneously without requiring any pump or valve.
“By simply slipping the device, a large array of microdroplets can be manipulated simultaneously without requiring any pump or valve”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [57] J. E. Kreutz, T. Munson, T. Huynh, F. Shen, W. Du, R. F. Ismagilov, Theoretical design and analysis of multivolume digital assays with wide dynamic range validated experimentally with microfluidic digital PCR. Anal. Chem. 83, 8158– 8168 (2011). 21981344 PMC3216679 source
Not checked in the free run.
- cites [58] F. Shen, B. Sun, J. E. Kreutz, E. K. Davydova, W. Du, P. L. Reddy, L. J. Joseph, R. F. Ismagilov, Multiplexed quantification of nucleic acids with large dynamic range using multivolume digital RT-PCR on a rotational SlipChip tested with HIV and hepatitis C viral load. J. Am. Chem. Soc. 133, 17705– 17712 (2011). 21995644 PMC3216675 source
Not checked in the free run.
- The quote only partly states this claim. 2
- May combine two claims. 27
- Classified as probably not a substantial claim. 12
The quote only partly states this claim.
Findingnone givenThe bis-aniline units used to cross-link Au NPs on the electrode exhibited redox properties similar to proton-coupled redox reactions.
“In this work, the bis-aniline units used to cross-link the Au NPs on the electrode exhibited similar redox properties.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe anodic current monotonically increased with increasing potentials from 1.2 to 1.7 V, but the resulting oligonucleotide density of Syn-10nt on the electrode first increased and then decreased with increasing potentials.
“As shown in the Supplementary Materials, the anodic current monotonically increased with increasing potentials from 1.2 to 1.7 V (fig. S5A), but the resulting oligonucleotide density of Syn-10nt on the electrode first increased and then decreased with increasing potentials (fig. S5B).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataA self-priming single-stranded oligonucleotide (Oligo-2) was immobilized on the electrode as target for sequencing; it spontaneously formed a hairpin secondary structure after incubation so DNA polymerase could directly bind to its 3′ end without additional primer.
“The self-priming Oligo-2 spontaneously formed a hairpin secondary structure after incubation so that a DNA polymerase could directly bind to its 3′ end without an additional primer (Fig. 3A and fig. S6).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataWithout either polymerase or Oligo-2, only background current was observed, indicating perturbation of the interface from fluid introduction was negligible.
“For the experiments without either the polymerase or Oligo-2, only background current was observed, which indicated that the perturbation of the interface owing to the fluid introduction was negligible.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAfter cross-linking Au NPs on the electrode, surface density increased to 4.062 × 10^13 molecules cm−2, higher than conventional surface-immobilized DNA (~6 × 10^12 molecules cm−2).
“After cross-linking Au NPs on the electrode to increase the surface area, the surface density increased to 4.062 × 1013 molecules cm−2, as shown in fig. S4A, which was higher than that reported for conventional surface-immobilized DNA (~6 × 1012 molecules cm−2) (38, 43).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [38] J. Zhang, S. Song, L. Zhang, L. Wang, H. Wu, D. Pan, C. Fan, Sequence-specific detection of femtomolar DNA via a chronocoulometric DNA sensor (CDS): Effects of nanoparticle-mediated amplification and nanoscale control of DNA assembly at electrodes. J. Am. Chem. Soc. 128, 8575– 8580 (2006). 16802824 source
Not checked in the free run.
- cites [43] J. Zhang, S. Song, L. Wang, D. Pan, C. Fan, A gold nanoparticle-based chronocoulometric DNA sensor for amplified detection of DNA. Nat. Protoc. 2, 2888– 2895 (2007). 18007624 source
Not checked in the free run.
May combine two claims.
Findingown dataAn exponential attenuation model fit to the data gave an averaged stepwise yield of ~97.1%, acceptable compared with previously reported chemical synthesis yields (90 to 98%) and enzymatic synthesis (~97.7%).
“An exponential attenuation model was used to fit the data points in Fig. 2E so that an averaged stepwise yield of ~97.1% was obtained from the equation, which was acceptable compared with previously reported yields for chemical synthesis (90 to 98%) (40, 41) and enzymatic synthesis (~97.7%) (42).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [40] G. H. McGall, A. D. Barone, M. Diggelmann, S. P. Fodor, E. Gentalen, N. Ngo, The efficiency of light-directed synthesis of DNA arrays on glass substrates. J. Am. Chem. Soc. 119, 5081– 5090 (1997). source
Not checked in the free run.
- cites [41] B. Y. Chow, C. J. Emig, J. M. Jacobson, Photoelectrochemical synthesis of DNA microarrays. Proc. Natl. Acad. Sci. U.S.A. 106, 15219– 15224 (2009). 19706433 PMC2741231 source
Not checked in the free run.
- cites [42] S. Palluk, D. H. Arlow, T. de Rond, S. Barthel, J. S. Kang, R. Bector, H. M. Baghdassarian, A. N. Truong, P. W. Kim, A. K. Singh, N. J. Hillson, J. D. Keasling, De novo DNA synthesis using polymerase-nucleotide conjugates. Nat. Biotechnol. 36, 645– 650 (2018). 29912208 source
Not checked in the free run.
May combine two claims.
Findingown dataFluorescence measurements showed higher signal for complementary probe Oligo-c1 than mismatched probe Oligo-mis1, indicating the predetermined oligonucleotide sequence was available on the electrode.
“After washing to remove the nonspecifically adsorbed oligonucleotide, the fluorescence measured for Oligo-c1 was higher than that for Oligo-mis1, as shown in Fig. 2B, which indicated that the oligonucleotide with the predetermined sequence was available on the electrode.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAccuracy for data recovery improved to ~87.22% on average after three repeated reading and plurality voting, and errors were usually correlated to synthesis and sequencing of homopolymer regions.
“It was found that the accuracy for data recovery was improved to ~87.22% on average after three repeated reading and plurality voting, and errors were usually correlated to the synthesis and sequencing of homopolymer regions, as shown in table S2.”
Quote in the paperSubstantial claimMay combine two claims.
FindingreasoningThe length of oligonucleotides (43 nt) was much greater than previously synthesized (10 nt), so surface density measured (3.2 × 10^11 DNA molecules cm−2) was much lower, reasonable considering nonideal yield.
“The length of the oligonucleotides (43 nt) was much greater than that we have previously synthesized (10 nt), so the surface density of the oligonucleotides we measured (3.2 × 1011 DNA molecules cm−2) was much lower, which was reasonable considering the nonideal yield of the DNA synthesis.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe self-priming Oligo-2 included sequence 5′-GCTGGAATTCGTTGTGAGG-3′, which was sequenced multiple times.
“The self-priming Oligo-2 included a sequence of 5′-GCTGGAATTCGTTGTGAGG-3′, which was sequenced multiple times using our method, and the resulting data were shown in Fig. 3D and fig. S8.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataWith increasing cycles of DNA sequencing, accuracy decreased gradually, probably because of incomplete electrode regeneration and DNA degradation.
“As shown in fig. S9, with increasing cycles of DNA sequencing, the accuracy decreased gradually, which was probably because of incomplete electrode regeneration and DNA degradation.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataFor a valid signal of dNTP addition, averaged charge was approximately 2.87 nC, corresponding to a surface density of 5.7 × 10^11 DNA molecules cm−2.
“It was found that for a valid signal of a dNTP addition, the averaged charge was approximately 2.87 nC, which corresponded to a surface density of 5.7 × 1011 DNA molecules cm−2.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataNeedleman-Wunsch alignment of sequencing result with actual sequence showed 16 of 19 sites matched, indicating accuracy of 84.21%.
“To evaluate the sequencing accuracy, we used the Needleman-Wunsch alignment in DNAMAN software to compare the sequencing result with the actual sequence (46, 47). Sixteen of 19 sites were matched in the final alignment, which indicated that an accuracy of 84.21% was achieved.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [46] B. Morgenstern, DIALIGN 2: Improvement of the segment-to-segment approach to multiple sequence alignment. Bioinformatics 15, 211– 218 (1999). 10222408 source
Not checked in the free run.
- cites [47] W. J. Wilbur, D. J. Lipman, Rapid similarity searches of nucleic acid and protein data banks. Proc. Natl. Acad. Sci. U.S.A. 80, 726– 730 (1983). 6572363 PMC393452 source
Not checked in the free run.
May combine two claims.
FindingreasoningAlkaline solution denaturized double-stranded DNA and removed extended primer so original DNA was able to bind another primer for sequencing.
“The alkaline solution denaturized the double-stranded DNA and removed the extended primer so that the original DNA was able to bind with another primer for sequencing.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataOligonucleotide strands of 43 nt (Motto sequences) were synthesized on different Au electrodes, subsequently sequenced using the same electrode, and decoded to obtain encoded data.
“Oligonucleotide strands of these sequences (43 nt) were synthesized on different Au electrodes, respectively, which were subsequently sequenced using the same electrode and decoded to obtain the encoded data.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based).
Premisenone givenCorrecting data errors requires considerable data redundancy, which restricts the efficiency of DNA data storage.
“Correcting data errors requires a considerable amount of data redundancy, which restricts the efficiency of data storage.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationnone givenAll liquid manipulations for synthesis and sequencing were accomplished based on SlipChip, which can be fully integrated for scale-up of the database.
“All of the liquid manipulations for the synthesis and sequencing are accomplished on the basis of the principle of SlipChip, which can be fully integrated for the scale-up of the database (Fig. 1D).”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationConventional phosphoramidite DNA synthesis relies on an acidic reagent such as trichloroacetic acid to remove the DMT protecting group at the 5′ end to activate the nucleotide monomer.
“Conventional DNA synthesis based on the phosphoramidite chemistry relies on an acidic reagent (e.g., trichloroacetic acid) to remove the protecting group [e.g., dimethyltrityl (DMT)] at the 5′ end to activate the nucleotide monomer (34).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [34] E. M. LeProust, B. J. Peck, K. Spirin, H. B. McCuen, B. Moore, E. Namsaraev, M. H. Caruthers, Synthesis of high-quality libraries of long (150mer) oligonucleotides by a novel depurination controlled process. Nucleic Acids Res. 38, 2522– 2540 (2010). 20308161 PMC2860131 source
Not checked in the free run.
May combine two claims.
Interpretationnone givenWriting and reading data on a single electrode does not require an address sequence, so data volume is limited only by the number of electrodes.
“By writing and reading data on a single electrode, an address sequence is not required so that the data volume is only limited by the number of electrodes.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenThe strategy can eliminate some random errors by multiple sequencing and base identification using plurality voting.
“The strategy can also eliminate some random errors by multiple sequencing and base identification using the principle of plurality voting.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThe larger surface area after Au NP modification can provide more active sites for DNA synthesis, enhancing current signals for subsequent DNA sequencing.
“The larger surface area can provide more active sites for DNA synthesis so as to enhance the current signals for the subsequent DNA sequencing.”
Quote in the paperSubstantial claimMay combine two claims.
PremisereasoningCurrent DNA data storage methods based on commercial instrumentation involve complicated liquid manipulations and manual operations, limiting scale-up and increasing error probability.
“For example, current methods usually involve complicated liquid manipulations in each step and manual operations in between. Adding one phosphoramidite nucleotide monomer in the synthesis step generally requires the introduction of at least four kinds of liquid solutions, not to mention the sequencing step. These limit the scale-up capability of this technique and increase the error probability.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningBecause the electrochemical reaction was reversible, the electrode could quickly switch between ON and OFF states to increase the speed of DNA synthesis.
“As the electrochemical reaction was reversible, the electrode could quickly switch between the ON and OFF states to increase the speed of the DNA synthesis.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningBecause redox groups were tethered on the electrode surface, deprotection was more localized, which could help avoid cross-talk in a microelectrode array.
“Furthermore, as the redox groups were tethered on the electrode surface, the deprotection was more localized, which could help to avoid cross-talk in a microelectrode array.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningThe charge and oligonucleotide length were not linearly correlated, which is reasonable because the stepwise yield for chemical DNA synthesis was less than 100%.
“However, the charge and the oligonucleotide length were not linearly correlated, and this is reasonable because the stepwise yield for the chemical DNA synthesis was less than 100%.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningElectric charges were used instead of current signals because charges directly reflected the number of protons released during the polymerase-catalyzed reaction, and measurement of charges was more reproducible than current for the transient process.
“For quantitative analysis, the electric charges (the integral of current over time) were used instead of current signals (fig. S7), because the charges directly reflected the number of protons released during the polymerase-catalyzed reaction, and measurement of charges was more reproducible than current for the transient process.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataThe accuracy of the sequencing step was 84.21%, which can be representative of the sequencing accuracy of the method.
“The accuracy of the sequencing step was found to be 84.21% (Fig. 3), which can be representative of the sequencing accuracy of our method.”
Quote in the paperSubstantial claim- Rests on an assumption: The sequencing accuracy measured from one Oligo-2 sequence (84.21%) is representative of the sequencing accuracy of the method generally.
The quote only partly states this claim.
InterpretationcitationThe sequencing accuracy of 84.21% was acceptable compared with previously reported results.
“The accuracy was acceptable compared with the previously reported results (48–50).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [48] O. Harismendy, P. C. Ng, R. L. Strausberg, X. Wang, T. B. Stockwell, K. Y. Beeson, N. J. Schork, S. S. Murray, E. J. Topol, S. Levy, K. A. Frazer, Evaluation of next generation sequencing platforms for population targeted sequencing studies. Genome Biol. 10, R32 (2009). 19327155 PMC2691003 source
Not checked in the free run.
- cites [49] R. R. Wick, L. M. Judd, K. E. Holt, Performance of neural network basecalling tools for Oxford Nanopore sequencing. Genome Biol. 20, 129 (2019). 31234903 PMC6591954 source
Not checked in the free run.
- cites [50] E. J. Fox, K. S. Reid-Bayliss, M. J. Emond, L. A. Loeb, Accuracy of next generation sequencing platforms. Next Gener. Seq. Appl. 1, 1000106 (2014). 25699289 PMC4331009
Not checked in the free run.
May combine two claims.
Interpretationown dataExcessive sequencing would increase cost and time notably and would not necessarily further improve accuracy.
“However, excessive sequencing would increase the cost and time notably and would not necessarily further improve the accuracy.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Interpretationnone givenThis synthesis accuracy estimate is rough and accuracy also depends on specific sequence and length.
“Note that this is a rough estimation. The accuracy also depends on specific sequence and length.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationcitationHomopolymer can lead to low coupling efficiency in DNA synthesis, especially for G and C, and quantification of the number of identical nucleotides in DNA sequencing can also be problematic.
“The homopolymer can lead to low coupling efficiency in DNA synthesis (especially for G and C), and quantification of the number of identical nucleotides in DNA sequencing can also be problematic (39, 53).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [39] R. Heckel, G. Mikutis, R. N. Grass, A characterization of the DNA data storage channel. Sci. Rep. 9, 9663 (2019). 31273225 PMC6609604 source
Not checked in the free run.
- cites [53] M. G. Ross, C. Russ, M. Costello, A. Hollinger, N. J. Lennon, R. Hegarty, C. Nusbaum, D. B. Jaffe, Characterizing and measuring bias in sequence data. Genome Biol. 14, R51 (2013). 23718773 PMC4053816 source
Not checked in the free run.
May combine two claims.
PremisecitationSlipChip is especially appropriate for integrated DNA-based data storage because all microdroplets can be moved simultaneously by sliding, so no valves, pumps, or tubes are required.
“As a microfluidic device for handling a large array of microdroplets, SlipChip is a platform that is especially appropriate for the development of an integrated DNA-based data storage system. All the microdroplets can be moved simultaneously on a SlipChip by simply sliding the device, so no valves, pumps, or tubes are required (54–56).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [54] F. Shen, E. K. Davydova, W. Du, J. E. Kreutz, O. Piepenburg, R. F. Ismagilov, Digital isothermal quantification of nucleic acids via simultaneous chemical initiation of recombinase polymerase amplification reactions on SlipChip. Anal. Chem. 83, 3533– 3540 (2011). 21476587 PMC3101872 source
Not checked in the free run.
- cites [55] W. Du, L. Li, K. P. Nichols, R. F. Ismagilov, SlipChip. Lab Chip 9, 2286– 2292 (2009). 19636458 PMC2719824 source
Not checked in the free run.
- cites [56] F. Shen, W. Du, J. E. Kreutz, A. Fok, R. F. Ismagilov, Digital PCR on a SlipChip. Lab Chip 10, 2666– 2672 (2010). 20596567 PMC2948063 source
Not checked in the free run.
Classified as probably not a substantial claim.
InterpretationreasoningThis is beneficial for developing a fully integrated DNA-based database with low reagent consumption and cost.
“This is beneficial for developing a fully integrated DNA-based database with low reagent consumption and cost.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based).
InterpretationreasoningThe increased electrode surface by Au NP modification can enhance the charge redistribution signal in the sequencing process.
“which can enhance the charge redistribution signal in the sequencing process.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenThe time can be further improved by scaling up using an electrode array.
“It took about 9 hours to write and read 4.5 bytes of data on the single electrode, which can be further improved by scaling up using an electrode array as shown below.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenAmphiphobic fluorinated fluid FC-40 was used to seal reagent droplets in reservoirs and avoid cross-contamination.
“To seal the reagent droplets in reservoirs and avoid cross-contamination, we used amphiphobic fluorinated fluid FC-40.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenBy regeneration of the electrode after the synthesis-by-sequencing process, the electrode can be sequenced multiple times.
“Last, by regeneration of the electrode after the synthesis-by-sequencing process, the electrode can be sequenced multiple times”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
InterpretationreasoningBecause of the small size of the microfluidic channels, reservoirs, and microelectrodes, mass transfer can be accelerated to improve the reaction kinetics.
“Besides, because of the small size of the microfluidic channels, reservoirs, and the microelectrodes, mass transfer can be accelerated to improve the reaction kinetics”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductown dataThe overall sequencing accuracy was determined using three replicated sequencing runs and plurality voting.
“after three replicated sequencing and plurality voting (table S2).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThe high-density microelectrode array is fully compatible with the paralleled liquid manipulation technique based on SlipChip demonstrated in this work.
“The microelectrode array of high density is also fully compatible with the paralleled liquid manipulation technique based on SlipChip demonstrated in this work.”
Quote in the paperNot a substantial claim- Rests on an assumption: Fabrication of a high-density microelectrode array is technically feasible.
The paper relies on this without support.
The sequencing accuracy measured from one Oligo-2 sequence (84.21%) is representative of the sequencing accuracy of the method generally.
“The accuracy of the sequencing step was found to be 84.21% (Fig. 3), which can be representative of the sequencing accuracy of our method.”
The paper relies on this without support.
The integrated DNA synthesis and sequencing accuracy equals the product of synthesis accuracy and sequencing accuracy, allowing synthesis accuracy to be estimated by dividing integrated accuracy by sequencing accuracy.
“So the accuracy of the synthesis could be estimated by 75.56/84.21% = 89.73%.”
The paper relies on this without support.
Fabrication of a high-density microelectrode array is technically feasible.
“Fabrication of a microelectrode array of high-density is technically feasible, which we are working on now for practically applicable large-scale data storage.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The use of a physical substrate on which DNA can be arrayed may solve random access, but this approach and similar solutions relying on physical separation of individual oligos or oligo pools render DNA's density advantage obsolete.
“Whereas the use of a physical substrate on which DNA can be arrayed may solve this problem,31 this approach and similar solutions relying on the physical separation of individual oligos or oligo pools render DNA’s density advantage obsolete.”
From Emerging Approaches to DNA Data Storage: Challenges and Prospects (2022) · cites this paper as [31]
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Emerging Approaches to DNA Data Storage: Challenges and Prospects
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- Authors
- Xu, C., Ma, B., Gao, Z., Dong, X., Zhao, C., & Liu, H.
- Affiliations
- State Key Laboratory of Digital Medical Engineering (CN)
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering Southeast University, 2# Sipailou, Nanjing, Jiangsu 210096, China.
- Corresponding author
- Liu, Hong
- Venue
- Science Advances
- Published
- 2021-11-12
- Volume
- 7
- Issue
- 46
- Pages
- eabk0100-eabk0100
- ISSN
- 2375-2548 (ISSN-L)
- PMC
- PMC8589306
- OpenAlex
- W3214254250
- Semantic Scholar
- 82663577cf1d08235bb56ad648c9dad36343ccfb
- Cited by
- 79
- References
- 58
- Citations by year
- 2026: 11 · 2025: 25 · 2024: 21 · 2023: 15 · 2022: 7
- FWCI
- 3.37
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by-nc
- Locations
- Science Advances (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › DNA and Biological Computing
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Advanced biosensing and bioanalysis techniques
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Electrochemical sensors and biosensors
- Keywords
- DNA data storage, DNA sequencing, single electrode, phosphoramidite chemistry, charge redistribution, electrode regeneration, SlipChip, scalability
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