Full text
43,095 characters
· extracted from
preprint-html
· click to expand
Nanowire-based biosensor for short DNA using fluorescent silver nanoclusters | bioRxiv /* */ /* */ <!-- <!-- /*! * yepnope1.5.4 * (c) WTFPL, GPLv2 */ (function(a,b,c){function d(a){return"[object Function]"==o.call(a)}function e(a){return"string"==typeof a}function f(){}function g(a){return!a||"loaded"==a||"complete"==a||"uninitialized"==a}function h(){var a=p.shift();q=1,a?a.t?m(function(){("c"==a.t?B.injectCss:B.injectJs)(a.s,0,a.a,a.x,a.e,1)},0):(a(),h()):q=0}function i(a,c,d,e,f,i,j){function k(b){if(!o&&g(l.readyState)&&(u.r=o=1,!q&&h(),l.onload=l.onreadystatechange=null,b)){"img"!=a&&m(function(){t.removeChild(l)},50);for(var d in y[c])y[c].hasOwnProperty(d)&&y[c][d].onload()}}var j=j||B.errorTimeout,l=b.createElement(a),o=0,r=0,u={t:d,s:c,e:f,a:i,x:j};1===y[c]&&(r=1,y[c]=[]),"object"==a?l.data=c:(l.src=c,l.type=a),l.width=l.height="0",l.onerror=l.onload=l.onreadystatechange=function(){k.call(this,r)},p.splice(e,0,u),"img"!=a&&(r||2===y[c]?(t.insertBefore(l,s?null:n),m(k,j)):y[c].push(l))}function j(a,b,c,d,f){return q=0,b=b||"j",e(a)?i("c"==b?v:u,a,b,this.i++,c,d,f):(p.splice(this.i++,0,a),1==p.length&&h()),this}function k(){var a=B;return a.loader={load:j,i:0},a}var l=b.documentElement,m=a.setTimeout,n=b.getElementsByTagName("script")[0],o={}.toString,p=[],q=0,r="MozAppearance"in l.style,s=r&&!!b.createRange().compareNode,t=s?l:n.parentNode,l=a.opera&&"[object Opera]"==o.call(a.opera),l=!!b.attachEvent&&!l,u=r?"object":l?"script":"img",v=l?"script":u,w=Array.isArray||function(a){return"[object Array]"==o.call(a)},x=[],y={},z={timeout:function(a,b){return b.length&&(a.timeout=b[0]),a}},A,B;B=function(a){function b(a){var a=a.split("!"),b=x.length,c=a.pop(),d=a.length,c={url:c,origUrl:c,prefixes:a},e,f,g;for(f=0;f<d;f++)g=a[f].split("="),(e=z[g.shift()])&&(c=e(c,g));for(f=0;f<b;f++)c=x[f](c);return c}function g(a,e,f,g,h){var i=b(a),j=i.autoCallback;i.url.split(".").pop().split("?").shift(),i.bypass||(e&&(e=d(e)?e:e[a]||e[g]||e[a.split("/").pop().split("?")[0]]),i.instead?i.instead(a,e,f,g,h):(y[i.url]?i.noexec=!0:y[i.url]=1,f.load(i.url,i.forceCSS||!i.forceJS&&"css"==i.url.split(".").pop().split("?").shift()?"c":c,i.noexec,i.attrs,i.timeout),(d(e)||d(j))&&f.load(function(){k(),e&&e(i.origUrl,h,g),j&&j(i.origUrl,h,g),y[i.url]=2})))}function h(a,b){function c(a,c){if(a){if(e(a))c||(j=function(){var a=[].slice.call(arguments);k.apply(this,a),l()}),g(a,j,b,0,h);else if(Object(a)===a)for(n in m=function(){var b=0,c;for(c in a)a.hasOwnProperty(c)&&b++;return b}(),a)a.hasOwnProperty(n)&&(!c&&!--m&&(d(j)?j=function(){var a=[].slice.call(arguments);k.apply(this,a),l()}:j[n]=function(a){return function(){var b=[].slice.call(arguments);a&&a.apply(this,b),l()}}(k[n])),g(a[n],j,b,n,h))}else!c&&l()}var h=!!a.test,i=a.load||a.both,j=a.callback||f,k=j,l=a.complete||f,m,n;c(h?a.yep:a.nope,!!i),i&&c(i)}var i,j,l=this.yepnope.loader;if(e(a))g(a,0,l,0);else if(w(a))for(i=0;i (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0];var j=d.createElement(s);var dl=l!='dataLayer'?'&l='+l:'';j.src='//www.googletagmanager.com/gtm.js?id='+i+dl;j.type='text/javascript';j.async=true;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-M677548'); Skip to main content Home About Submit ALERTS / RSS Search for this keyword Advanced Search New Results Nanowire-based biosensor for short DNA using fluorescent silver nanoclusters View ORCID Profile Ivan N. Unksov , View ORCID Profile Rubina Davtyan , View ORCID Profile Christelle N. Prinz , View ORCID Profile Heiner Linke doi: https://doi.org/10.1101/2025.03.06.641789 Ivan N. Unksov 1 NanoLund, Lund University , Box 118, 22100 Lund, Sweden 2 Solid State Physics, Lund University , Box 118, 22100 Lund, Sweden Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Ivan N. Unksov For correspondence: ivan.unksov{at}ftf.lth.se heiner.linke{at}ftf.lth.se Rubina Davtyan 1 NanoLund, Lund University , Box 118, 22100 Lund, Sweden 2 Solid State Physics, Lund University , Box 118, 22100 Lund, Sweden Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Rubina Davtyan Christelle N. Prinz 1 NanoLund, Lund University , Box 118, 22100 Lund, Sweden 2 Solid State Physics, Lund University , Box 118, 22100 Lund, Sweden Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Christelle N. Prinz Heiner Linke 1 NanoLund, Lund University , Box 118, 22100 Lund, Sweden 2 Solid State Physics, Lund University , Box 118, 22100 Lund, Sweden Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Heiner Linke For correspondence: ivan.unksov{at}ftf.lth.se heiner.linke{at}ftf.lth.se Abstract Full Text Info/History Metrics Supplementary material Preview PDF ABSTRACT Sensitive detection of short nucleic acids is used to identify viral and bacterial diseases, detect biomarkers of cancer, as well as in gene expression studies. Currently available techniques such as PCR, electrochemical detection and SPR are typically costly and often require amplification of the DNA. Additionally, the PCR methods that involve enzymatic elongation of primers are often not optimal for short nucleic acids as a short target limits the size and specificity of the primers. Here, we demonstrate a sensing system for picomolar detection of short single-stranded DNA by fluorescence without any need for amplification, thermal cycling and expensive reagents. The platform harnesses the capability of waveguiding semiconductor nanowires to substantially enhance the signal of surface-bound fluorescent molecules. Employing molecular beacons based on DNA-templated silver nanoclusters that exhibit a larger signal in the presence of the target DNA, we improve the limit of detection by five orders of magnitude compared to flat substrates and demonstrate detection of HIV-1 DNA. The signal indicates single-molecule sensitivity of detection. Our sensor is easily adaptable for other short DNA and potentially can be mass-produced. The method requires only a small volume of analyte sample and a microscope for the detection of fluorescence on nanowires. Introduction Detection of short nucleic acids at low concentrations (picomolar and below) is crucial for diagnosis of viral and bacterial diseases ( Li et al., 2023 ), for cancer biomarker tests ( Zhao et al., 2023 ), in gene expression studies, and for development of drugs for gene therapy ( Harikai et al., 2022 ; Miao et al., 2024 ). However, the targets shorter than 40-50 nucleobases are challenging for PCR techniques. Indeed, very short primers may result in reduced specificity ( Grunenwald, 2003 ), and their detection of short targets therefore requires additional methodological advancements ( Harikai et al., 2022 ; Lim et al., 2021 ). Furthermore, there are other process- and cost-related limitations associated to PCR. It can reach attomolar limits of detection ( Bruce et al., 2020 ; Harikai et al., 2022 ; Iwanaga, 2022 ; Nakano et al., 2017 ) for conventional targets but requires costly equipment, involves sample purification, enzymes, primers, amplification through thermal cycling, and fluorescently labelled DNA if optical readout is used ( Madadelahi et al., 2024 ). As an alternative, sensors based on isothermal amplification also reach attomolar to picomolar sensitivity but remain resource demanding in terms of process, primers, and fluorophores ( Kellner et al., 2019 ; Zhao et al., 2015 ). Electrochemical sensors can be used at down to femtomolar concentrations but also require highly specialized instruments and rely on electroactive labels or electrochemical changes in DNA, such as guanine oxidation, which can be non-specific ( Hai et al., 2020 ). Surface plasmon resonance (SPR) provides label-free detection of comparable concentrations but requires costly equipment and sensor chips, while its sensitivity typically is low for short DNA targets due to their low weight ( Diao et al., 2018 ; Li et al., 2007 ). Thus, alternatives are desired. Fluorescent DNA-templated metal nanoclusters can be used in an optical biosensor based on nucleic acid hybridization. Such a biosensor enables amplification-free detection of single-stranded DNA (and potentially RNA) without synthetic fluorescent or electrochemical labels and can be applied for assessing the presence of viral and disease-associated nucleic acids in a sample. The preparation process is as simple as hybridization with a nanocluster-templating DNA, also produced in a cost-effective one-pot reaction. Self-assembling constructs based on this effect are referred to as nanocluster beacons (NCBs), pioneered by Yeh, Petty and co-workers ( Obliosca et al., 2014 ; Yeh et al., 2012 ). For a NCB biosensor where fluorimetry was used for detection in bulk solution, 200 pM sensitivity was demonstrated and a limit of detection was calculated to reach tens of pM ( Zou et al., 2019 ). However, to compete with PCR, a higher sensitivity is desired. Furthermore, a sensitive fluorimeter typically requires a relatively large sample volume of at least several hundred µL. Here, we show that the sensitivity of a NCB sensor can be increased by using semiconductor nanowires (NWs) ( Figure 1 ). NWs are high aspect ratio nanostructures that enhance fluorescence of surface-bound emitters due to a combination of waveguiding with directed emission ( Frederiksen et al., 2017 , 2016 ; Verardo et al., 2018 ), excitation enhancement ( Unksov et al., 2023 ), and quantum yield enhancement ( Sorokina et al., 2022 ), providing single-molecule sensitivity with a regular fluorescence microscope ( Valderas-Gutiérrez et al., 2025 , 2022 ; Verardo et al., 2019 ). The sensitivity can be improved by single-emitter localization, with summing the intensities of individual NWs in a field of view offering an additional improvement ( Davtyan et al., 2024 ). The combination of DNA-templated silver nanoclusters and semiconductor nanorods, similar to NWs, has been used for the first time by Lee and co-workers for detection of ATP ( Shrivastava et al., 2017 ). We demonstrate detection of HIV-1 DNA at picomolar concentrations and discuss practical advantages of this approach that by design can be easily adapted to other nucleic acid molecules. Download figure Open in new tab Figure 1. Assembly of the NCB. Nanoclusters are formed on a templating strand (A), then mixed with (B) biotinylated G-rich enhancer, target and stabilizer strands. (C) The formed NCBs are attached via streptavidin (purple cross) to a biotinylated oxide layer on a GaP nanowire. (D) Fluorescence of multiple NCBs is enhanced by the NW and guided towards the NW tip. (E) Regularly spaced NWs, a fraction of which has bound NCBs and guides the fluorescence. The distance of about 1 µm between NWs allows for imaging them as individual bright spots. Approach DNA-templated metal nanoclusters are unique clusters of metal atoms that self-assemble on DNA molecules and can exhibit fluorescence depending on the DNA template sequence. Fluorescence is thus achieved without costly fluorophore modifications of the DNA, can be internalized not only at the ends but also within the macromolecule, and can be tuned by its sequence. The nanoclusters assemble in a solution containing Ag(I) ions which bind to nucleobases ( Schultz et al., 2019 ; Swasey et al., 2015 ). The fluorescence of many nanoclusters is significantly increased (so called activation ( Obliosca et al., 2014 , 2013 ; Yeh et al., 2012 )) when the templating strand is in proximity of a G-rich strand. This is due to the high affinity ( Schultz et al., 2019 ; Swasey et al., 2015 ) of Ag(I) ions to guanine, which presumably allows for a stabilizing pocket around a cluster ( Kuo et al., 2022 ). By varying the length, flanking nucleotides, and position of the templating strand relatively to the G-rich enhancer, a range of systems with green to infrared fluorescence have been developed ( Obliosca et al., 2014 , 2013 ; Yeh et al., 2012 ). In the past decade, understanding of nanocluster assembly on DNA has been improved using large-scale screening of templating oligonucleotides with subsequent template optimization by machine learning ( Copp et al., 2020 , 2018 , 2014 ; Kuo et al., 2022 ), and X-ray crystallography for structural studies ( Cerretani et al., 2019 ; Huard et al., 2019 ). The nanoclusters that were optimized in terms of their fluorescence properties are promising for biosensing. In nanocluster beacon (NCB) biosensors, the templating and G-rich strands are by design partially complementary to a target DNA which brings them in proximity of each other ( Figure 1A-C ). A NCB is relatively easily assembled from regular short oligonucleotides. An advantage of NCBs is that the signal is altered or disappears in the case of even one single-nucleotide replacement in the target DNA when this replacement repositions the G-rich enhancer relatively to the templating strand ( Yeh et al., 2012 ). We adapted a templating sequence and a G-rich enhancer, the combination of which has recently been shown to template nanoclusters with bright red fluorescence ( Kuo et al., 2022 ). As a target for detection, we use a 33 nucleobase DNA from the HIV-1 genome, identical to that previously tested in an electrochemical biosensor ( Zhang et al., 2010 ), a fluorescence biosensor based on a DNA hairpin ( Vet et al., 1999 ), and similar to the sequences detected with another nanocluster-based biosensor ( Zou et al., 2019 ). The limit of detection in these studies was established at tens ( Zou et al., 2019 ) and hundreds ( Zhang et al., 2010 ) of pM. We used gallium phosphide (GaP) epitaxial nanowires which have previously been identified as optimal for fluorescence enhancement ( Unksov et al., 2023 ; Valderas-Gutiérrez et al., 2022 ). GaP is a III−V semiconductor with a high refractive index that enables waveguiding and enhancement of fluorescence ( Aspnes and Studna, 1983 ). Due to an indirect bandgap of 2.26 eV, it also features low absorbance of visible light, minimizing signal losses and NW photoluminescence. To attach DNA to the NWs, we use a biotinylated strand that serves also as a G-rich enhancer for NCB fluorescence ( Figure 1 ). Thus, the NCB binds to a NW only when the target brings together the templating and enhancer strands. Methods Nanowire growth and functionalization Hexagonal arrays of GaP NWs were grown by Aligned Bio AB using MOVPE from Au seed nanoparticles deposited on a (111)B GaP substrate by displacement Talbot lithography ( Coulon et al., 2019 ; Johansson et al., 2024 ; Solak et al., 2011 ; Wen et al., 2013 ). These NWs had a diameter 118 ± 5 nm (measured by SEM at half-height of the NWs) and length of 2.5 ± 0.3 µm. The average density of the NWs was 1.2 µm -2 ( Figures 1 and 2 ). Each GaP NW platform was 2.5 mm × 2.5 mm × 0.3 mm in size, which was achieved by dicing. These NW platforms were subsequently coated with 10 nm of SiO 2 using an atomic layer deposition tool (Fiji, Cambridge NanoTech). The same treatment was used for planar GaP reference platforms. The NW platforms and planar GaP coated with SiO 2 substrates were fixed in flow channels (sticky-Slide VI 0.4, ibidi GmbH) using double-sided tape (3M). The channels were sealed with a #1.5 glass coverslip and incubated on a platform rocker for 15 minutes with biotin-bovine serum albumin (biotin-BSA, Sigma-Aldrich) at 30 µM in phosphate buffer saline (PBS) at pH 7.0. Unbound biotin-BSA was subsequently washed away with PBS, and the channels were incubated for 50 minutes with streptavidin at 1 mg/mL in PBS, which was then washed away before adding the NCBs. Download figure Open in new tab Figure 2. (A) NWs observed as brighter spots in a regular pattern from top view upon brightfield illumination. Dark spots are defects in the NW arrays. (B) After the NCBs have been added in presence of the target (here at 100 pM) and then unbound components were washed away, a number of NWs exhibit distinct fluorescence. Localized bright NWs are encircled in yellow, the other NWs are considered to be background by the detection procedure. For visualization only, illumination unevenness was corrected using Fourier transform, and contrast was adjusted. Scale bar is 20 µm. Assembling the NCBs We used similar nanocluster-templating and G-rich enhancer DNA sequences as in ( Kuo et al., 2022 ) but extended to be complementary to the target ( Figure 1 ). Additionally, the enhancer strand has a part complementary to a biotinylated anchor. All sequences are specified in the Supplementary materials. Oligonucleotides (Integrated DNA Technologies, Eurogentec) were resuspended in Tris EDTA (TE) buffer at pH 8.0 (Sigma-Aldrich) to a stock concentration of 100 µM. AgNO 3 (Sigma-Aldrich) was dissolved in MilliQ water to a stock concentration of 4 mM. For all further dilutions, 20 mM sodium phosphate buffer at pH 6.7−6.8, filtered using a bottle-top filter (Corning, cellulose acetate, pore size 0.22 μm), was used. Nanoclusters were made with a final concentration of templating DNA strand of 15 µM, and a ratio DNA:Ag + :NaBH 4 of 1:12:24. The nanocluster-templating strand was incubated with Ag + for 10 minutes in the dark, after which NaBH 4 (Sigma-Aldrich), a reducing agent freshly dissolved in sodium phosphate buffer, was added, and the solution was shaken on a mechanical shaker for 10-20 s. The resulting solution had a pale yellow colour. The nanoclusters were left in the solution overnight in the dark at room temperature before assembling the NCBs. NCBs were assembled at a final concentration of 1.5 µM of the templating strand with formed nanoclusters, G-rich enhancer and biotinylated anchor, while the target DNA was added at a various specified concentrations. The final sample volume was 110 µL. In negative control samples, an equal volume of the buffer was used instead of the target solution. Attachment of the NCBs to the NWs After 1 hour in the dark at room temperature to allow for DNA hybridization, causing nanocluster fluorescence activation, 110 µL of NCBs were added to a flow channel (ibidi sticky-Slide VI 0.4) containing a NW platform (or planar GaP reference) functionalized with BSA-biotin and streptavidin. After 30 minutes in the dark, prior to imaging, the NCBs solution in the channel was washed away in 3 rounds with about 200 µL of 36 µM NaBH 4 solution (NaBH 4 was used here to maintain the solution composition), to remove unbound nanoclusters. Microscopy and image analysis We used fluorescence microscopy to measure the signal of the NCBs on NWs and on the control flat GaP substrate. Imaging was done using a Ti2-E inverted microscope (Nikon) in the flow channels with a 60X water immersion objective (Nikon) and a Sona 4.2B-11 sCMOS camera (Andor, Oxford instruments). For excitation, we used a 640 nm laser (Omicrom) at 2−6 mW of illumination power (for details, see Supporting Information). On each platform, 13 different locations (371.38 μm × 371.38 μm) were selected and imaged. The fluorescence background due to GaP autofluorescence was assessed by measuring the intensity baseline (blank) of NWs (or planar GaP reference) functionalized with biotinylated BSA and streptavidin before adding the NCBs. For each image, 1024 × 1024 pixels (185.69 μm × 185.69 μm) sized ROIs were cropped around the center of the excitation laser, corresponding to a region with homogenous illumination. Single NW analysis was performed to quantify the fluorescence signal in each image, following a method previously developed in our laboratory ( Davtyan et al., 2024 ). In short, all bright pixels were localized in filtered images using image dilation followed by local gradient estimation for each intensity maximum ( Schnitzbauer et al., 2017 ). All identified maxima above local gradient threshold were fitted to Gaussian maximum likelihood estimate (MLE) model ( Smith et al., 2010 ) to obtain subpixel position of each NW centre ( Figure 2B ). The average intensity I NW was calculated in a 5 × 5 pixel square around the centre of each NW, after subtracting the microscope dark count. For planar reference samples, we instead measured average intensity across the platform. Results We compared the signal arising from NCBs assembled in presence of the target DNA strands ( Figure 1A–B ) with that in absence of target (negative control). After the solution was added to the NWs and unbound DNAs were washed away, the signal was detected on the lightguiding NWs. The signal in other areas is considered as a background. It has contributions from non-bright NWs and from the areas between NWs. The first contribution is from the NWs that are not bright ( Figure 2B ) due to a limited quantity of assembled NCBs at a low target concentration. However, these NWs still exhibit autofluorescence. The second contribution is from the areas between NWs, and it grows with target concentration as these areas are also suitable for assembly of NCBs. The majority of NWs show one-step photobleaching that indicates the presence of single NCBs on those NWs. The average signal from all lightguiding NWs on a platform shows an bleaching-induced exponential decay (green line in Figure 3 ) over the time of illumination, whereas the background signal remains essentially unchanged (in gray in Figure 3 ). In a region randomly chosen for photobleaching, most of NWs (58 of the 70 bright NWs detected) demonstrate a one-step bleaching (Figure S1–S2). The remaining NWs either undergo more gradual bleaching that can be attributed to multiple NCBs, or do not bleach throughout the imaging (Figures S2–S3). Download figure Open in new tab Figure 3. Representative fluorescence intensity curves of individual NWs (red and blue lines) on a platform where the NCBs were activated by the target DNA at 500 pM: Average signal on all lightguiding NWs (green line) and on the background (gray line). The signal on individual NWs typically bleaches in one step (blue line) or shows only marginal bleaching (red line). Photobleaching curves for other NWs are provided in Figures S1–S2. The average fluorescence on bright NWs increases with the concentration of target DNA (Figure S4) but does not allow for reliable detection of picomolar concentrations. However, the sensitivity is improved when the number of bright NWs, another important indicator of the target presence, is taken into account. At an increasing target concentration, a larger number of NWs have bound fluorescent NCBs (Figure S5). In the approach that includes counting the NWs, the sum NW intensity I sum of each image was calculated by summing the intensity of each bright NW localized on a platform. The sum intensity is proportional to the number of bright NWs. Next, it was normalized by blank intensity, that is, the sum intensity on NWs on the same area of that platform before adding the NCBs. That way, we accounted also for the autofluorescence signal from the blank platforms. We then used the sum intensities to calculate the fluorescence relative to the signal from a platform where no target was added (negative control). The absence of target means that NBCs should not assemble, hence nanoclusters could only bind to the platform in a non-specific manner and without proper activation of their fluorescence by G-rich enhancer strands. The relative signal is thus corrected for both autofluorescence of the platform and baseline fluorescence in absence of target. To compare this to detection of the same target by NCBs not on NWs but on planar GaP, we calculated I relative for the planar platforms where we measured the average intensity across the platform. The results ( Figure 4 ) show detection already at picomolar concentrations of the target DNA, whereas on planar GaP we do not achieve detection even at 0.1 µM of target. Thus, the NW platforms lower the limit of detection by at least five orders of magnitude. Download figure Open in new tab Figure 4. Relative fluorescence on NWs and planar GaP at a varied concentration of target. The relative signal was calculated according to the Equations (1) for the NWs and (2) for planar GaP. Uncertainties were calculated as standard deviation between locations on the platforms. The sensitivity indicated by the intensity contrast between the NCBs assembled in presence of target and the negative control is thus higher when estimated from the sum intensity on NWs than from average intensity. A more prominent contrast between the sum intensities is due to a significantly larger number of bright NWs (Figure S5) detected on the platform where the target was present. Discussion The method we present here is simple to implement: the end user only needs to add a sample to a solution of NC-templating, enhancer and stabilizer strands, which can be supplied pre-mixed. The resulting mixture is then added to a flow channel with NWs, and fluorescence is detected after a single washing step. No costly reagents or target amplification are required, while short DNA oligos are inexpensive. Table 1 summarizes key differences between this sensor and PCR. PCR detection of short targets (less than 50 bases) relies on even shorter primers to start elongation. This generally decreases specificity of amplification ( Grunenwald, 2003 ). Although our method also requires hybridization of short parts of the target with the NCB strands, the detection does not involve amplification and is expected to only take place when the entire target is complementary to the respective strands ( Table 1 ). Unlike in previous studies ( Kuo et al., 2022 ; Obliosca et al., 2014 ; Zou et al., 2019 ), we assemble NCBs at room temperature which simplifies the process. View this table: View inline View popup Download powerpoint Table 1. Requirements and limitations of the NCB-NW sensor as compared to PCR. The information about PCR from ( Bruce et al., 2020 ; Harikai et al., 2022 ; Iwanaga, 2022 ; Madadelahi et al., 2024 ; Nakano et al., 2017 ) is used. We leverage a key advantage of NW platforms for biosensing, namely that each of multiple simultaneously imaged NWs can enhance and guide the signal of surface-bound fluorophores. This signal is multiplied by a large number of the NWs, making platforms with high NW density preferred. The photobleaching traces ( Figure 3 and S3) indicate that our method has single-nanocluster sensitivity. This is supported by the fact that the platforms remain unsaturated by the NCBs ( Figure 2 ), that is, only a fraction of all NWs on a platform get an assembled NCB on them at the concentrations used here. This also suggests a broad dynamic range of detection ( Davtyan et al., 2024 ). In terms of sensitivity, our approach surpasses the electrochemical ( Zhang et al., 2010 ) and fluorimetric ( Zou et al., 2019 ) detection previously used for a similar target DNA. In our sensor, only the non-fluorescent part of a beacon, that is, a G-rich enhancer strand is immobilized on the surface so that silver nanoclusters do not remain in proximity of NWs unless the target DNA is present. This reduces the signal in absence of a target. Author contributions I.N.U. wrote the manuscript with input from co-authors. I.N.U. and H.L. conceptualized the study and designed experiments with advice from C.N.P.. I.N.U. and R.D. performed the experiments and analyzed the data. Conflict of interest statement C.N.P. and H.L. hold shares in Aligned Bio AB. ACKNOWLEDGMENT For financial support, we thank NanoLund (Junior Scientist Ideas Award grant to I.N.U.), the Swedish Research Council (Project 2020-04226), and the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No 945378 (to R.D.) NWs were grown and characterized by Aligned Bio AB in Lund Nano Lab (LNL). We are also grateful to Prof. Fredrik Höök, Prof. Ken’ya Furuta, Prof. Thoas Fioretos, Assoc. Prof. Nicklas Anttu and Dr. Nils Gustafsson for useful discussions. References ↵ Aspnes , D.E. , Studna , A.A. , 1983 . Dielectric functions and optical parameters of Si, Ge, GaP, GaAs, GaSb, InP, InAs, and InSb from 1.5 to 6.0 eV . Phys. Rev. B 27 , 985 – 1009 . doi: 10.1103/PhysRevB.27.985 OpenUrl CrossRef ↵ Bruce , E.A. , Huang , M.-L. , Perchetti , G.A. , Tighe , S. , Laaguiby , P. , Hoffman , J.J. , Gerrard , D.L. , Nalla , A.K. , Wei , Y. , Greninger , A.L. , Diehl , S.A. , Shirley , D.J. , Leonard , D.G.B. , Huston , C.D. , Kirkpatrick , B.D. , Dragon , J.A. , Crothers , J.W. , Jerome , K.R. , Botten , J.W. , 2020 . Direct RT-qPCR detection of SARS-CoV-2 RNA from patient nasopharyngeal swabs without an RNA extraction step . PLOS Biol . 18 , e3000896 . doi: 10.1371/journal.pbio.3000896 OpenUrl CrossRef ↵ Cerretani , C. , Kanazawa , H. , Vosch , T. , Kondo , J. , 2019 . Crystal structure of a NIR-Emitting DNA-Stabilized Ag16 Nanocluster . Angew. Chem. Int . Ed. 58 , 17153 – 17157 . doi: 10.1002/anie.201906766 OpenUrl CrossRef ↵ Copp , S.M. , Bogdanov , P. , Debord , M. , Singh , A. , Gwinn , E. , 2014 . Base Motif Recognition and Design of DNA Templates for Fluorescent Silver Clusters by Machine Learning . Adv. Mater . 26 , 5839 – 5845 . doi: 10.1002/adma.201401402 OpenUrl CrossRef PubMed ↵ Copp , S.M. , Gorovits , A. , Swasey , S.M. , Gudibandi , S. , Bogdanov , P. , Gwinn , E.G. , 2018 . Fluorescence Color by Data-Driven Design of Genomic Silver Clusters . ACS Nano 12 , 8240 – 8247 . doi: 10.1021/acsnano.8b03404 OpenUrl CrossRef ↵ Copp , S.M. , Swasey , S.M. , Gorovits , A. , Bogdanov , P. , Gwinn , E.G. , 2020 . General Approach for Machine Learning-Aided Design of DNA-Stabilized Silver Clusters . Chem. Mater . 32 , 430 – 437 . doi: 10.1021/acs.chemmater.9b04040 OpenUrl CrossRef ↵ Coulon , P.-M. , Damilano , B. , Alloing , B. , Chausse , P. , Walde , S. , Enslin , J. , Armstrong , R. , Vézian , S. , Hagedorn , S. , Wernicke , T. , Massies , J. , Zúñiga-Pérez , J. , Weyers , M. , Kneissl , M. , Shields , P.A. , 2019 . Displacement Talbot lithography for nano-engineering of III-nitride materials . Microsyst. Nanoeng . 5 , 1 – 12 . doi: 10.1038/s41378-019-0101-2 OpenUrl CrossRef PubMed ↵ Davtyan , R. , Anttu , N. , Valderas-Gutiérrez , J. , Höök , F. , Linke , H. , 2024 . Image analysis optimization for nanowire-based optical detection of molecules . Nanophotonics . doi: 10.1515/nanoph-2024-0243 OpenUrl CrossRef ↵ Diao , W. , Tang , M. , Ding , S. , Li , X. , Cheng , W. , Mo , F. , Yan , X. , Ma , H. , Yan , Y. , 2018 . Highly sensitive surface plasmon resonance biosensor for the detection of HIV-related DNA based on dynamic and structural DNA nanodevices . Biosens. Bioelectron . 100 , 228 – 234 . doi: 10.1016/j.bios.2017.08.042 OpenUrl CrossRef PubMed ↵ Frederiksen , R. , Tutuncuoglu , G. , Matteini , F. , Martinez , K.L. , Fontcuberta i Morral , A. , Alarcon-Llado , E. , 2017 . Visual Understanding of Light Absorption and Waveguiding in Standing Nanowires with 3D Fluorescence Confocal Microscopy . ACS Photonics 4 , 2235 – 2241 . doi: 10.1021/acsphotonics.7b00434 OpenUrl CrossRef PubMed ↵ Frederiksen , R.S. , Alarcon-Llado , E. , Krogstrup , P. , Bojarskaite , L. , Buch-Må , N. , Bolinsson , J. , Nygå , J. , Fontcuberta I Morral , A. , Martinez , K.L. , 2016 . Nanowire-Aperture Probe: Local Enhanced Fluorescence Detection for the Investigation of Live Cells at the Nanoscale . ACS Photonics 3 , 1208 – 1216 . doi: 10.1021/acsphotonics.6b00126 OpenUrl CrossRef ↵ Grunenwald , H. , 2003 . Optimization of polymerase chain reactions . Methods Mol. Biol. Clifton NJ 226 , 89 – 100 . doi: 10.1385/1-59259-384-4:89 OpenUrl CrossRef ↵ Hai , X. , Li , Y. , Zhu , C. , Song , W. , Cao , J. , Bi , S. , 2020 . DNA-based label-free electrochemical biosensors: From principles to applications . TrAC Trends Anal. Chem . 133 , 116098 . doi: 10.1016/j.trac.2020.116098 OpenUrl CrossRef ↵ Harikai , N. , Tanaka , Y. , Miyashita , S. , Zaima , K. , Shinomiya , K. , 2022 . Real-time PCR Method for Detection of Short DNA using a Deoxyuridine Probe and Application for Detection of Fomivirsen . BioTechniques 73 , 281 – 287 . doi: 10.2144/btn-2022-0068 OpenUrl CrossRef PubMed ↵ Huard , D.J.E. , Demissie , A. , Kim , D. , Lewis , D. , Dickson , R.M. , Petty , J.T. , Lieberman , R.L. , 2019 . Atomic Structure of a Fluorescent Ag8 Cluster Templated by a Multistranded DNA Scaffold . J. Am. Chem. Soc . 141 , 11465 – 11470 . doi: 10.1021/jacs.8b12203 OpenUrl CrossRef PubMed ↵ Iwanaga , M. , 2022 . Rapid Detection of Attomolar SARS-CoV-2 Nucleic Acids in All-Dielectric Metasurface Biosensors . Biosensors 12 , 987 . doi: 10.3390/bios12110987 OpenUrl CrossRef PubMed ↵ Johansson , T.B. , Davtyan , R. , Valderas-Gutiérrez , J. , Gonzalez Rodriguez , A. , Agnarsson , B. , Munita , R. , Fioretos , T. , Lilljebjörn , H. , Linke , H. , Höök , F. , Prinz , C.N. , 2024 . Sub-Nanomolar Detection of Oligonucleotides Using Molecular Beacons Immobilized on Lightguiding Nanowires . Nanomaterials 14 , 453 . doi: 10.3390/nano14050453 OpenUrl CrossRef PubMed ↵ Kellner , M.J. , Koob , J.G. , Gootenberg , J.S. , Abudayyeh , O.O. , Zhang , F. , 2019 . SHERLOCK: nucleic acid detection with CRISPR nucleases . Nat. Protoc . 14 , 2986 – 3012 . doi: 10.1038/s41596-019-0210-2 OpenUrl CrossRef PubMed ↵ Kuo , Y.-A. , Jung , C. , Chen , Y.-A. , Kuo , H.-C. , Zhao , O.S. , Nguyen , T.D. , Rybarski , J.R. , Hong , S. , Chen , Y.-I. , Wylie , D.C. , Hawkins , J.A. , Walker , J.N. , Shields , S.W.J. , Brodbelt , J.S. , Petty , J.T. , Finkelstein , I.J. , Yeh , H.-C. , 2022 . Massively Parallel Selection of NanoCluster Beacons . Adv. Mater . 34 , 2204957 . doi: 10.1002/adma.202204957 OpenUrl CrossRef ↵ Li , J. , Zhang , Z. , Liu , R. , Amini , R. , Salena , B.J. , Li , Y. , 2023 . Discovery and translation of functional nucleic acids for clinically diagnosing infectious diseases: Opportunities and challenges . TrAC Trends Anal. Chem . 158 , 116886 . doi: 10.1016/j.trac.2022.116886 OpenUrl CrossRef ↵ Li , Y.-J. , Xiang , J. , Zhou , F. , 2007 . Sensitive and Label-Free Detection of DNA by Surface Plasmon Resonance . Plasmonics 2 , 79 – 87 . doi: 10.1007/s11468-007-9029-8 OpenUrl CrossRef Web of Science ↵ Lim , J.M. , Tevatia , R. , Saraf , R.F. , 2021 . Quantitative PCR of Small Nucleic Acids: Size Matters . ChemistrySelect 6 , 2975 – 2979 . doi: 10.1002/slct.202100807 OpenUrl CrossRef PubMed ↵ Madadelahi , M. , Agarwal , R. , Martinez-Chapa , S.O. , Madou , M.J. , 2024 . A roadmap to high-speed polymerase chain reaction (PCR): COVID-19 as a technology accelerator . Biosens. Bioelectron . 246 , 115830 . doi: 10.1016/j.bios.2023.115830 OpenUrl CrossRef PubMed ↵ Miao , Y. , Fu , C. , Yu , Z. , Yu , L. , Tang , Y. , Wei , M. , 2024 . Current status and trends in small nucleic acid drug development: Leading the future . Acta Pharm. Sin. B 14 , 3802 – 3817 . doi: 10.1016/j.apsb.2024.05.008 OpenUrl CrossRef PubMed ↵ Nakano , M. , Ding , Z. , Suehiro , J. , 2017 . Comparison of Sensitivity and Quantitation between Microbead Dielectrophoresis-Based DNA Detection and Real-Time PCR . Biosensors 7 , 44 . doi: 10.3390/bios7040044 OpenUrl CrossRef PubMed ↵ Obliosca , J.M. , Babin , M.C. , Liu , C. , Liu , Y.L. , Chen , Y.A. , Batson , R.A. , Ganguly , M. , Petty , J.T. , Yeh , H.C. , 2014 . A complementary palette of NanoCluster Beacons . ACS Nano 8 , 10150 – 10160 . doi: 10.1021/nn505338e OpenUrl CrossRef PubMed ↵ Obliosca , J.M. , Liu , C. , Yeh , H.C. , 2013 . Fluorescent silver nanoclusters as DNA probes . Nanoscale 5 , 8443 – 8461 . doi: 10.1039/c3nr01601c OpenUrl CrossRef PubMed ↵ Schnitzbauer , J. , Strauss , M.T. , Schlichthaerle , T. , Schueder , F. , Jungmann , R. , 2017 . Super-resolution microscopy with DNA-PAINT . Nat. Protoc . 12 , 1198 – 1228 . doi: 10.1038/nprot.2017.024 OpenUrl CrossRef PubMed ↵ Schultz , D. , Brinson , R.G. , Sari , N. , Fagan , J.A. , Bergonzo , C. , Lin , N.J. , Dunkers , J.P. , 2019 . Structural insights into DNA-stabilized silver clusters . Soft Matter 15 , 4284 – 4293 . doi: 10.1039/c9sm00198k OpenUrl CrossRef PubMed ↵ Shrivastava , S. , Triet , N.M. , Son , Y.M. , Lee , W.I. , Lee , N.E. , 2017 . Seesawed fluorescence nano-aptasensor based on highly vertical ZnO nanorods and three-dimensional quantitative fluorescence imaging for enhanced detection accuracy of ATP . Biosens. Bioelectron . 90 , 450 – 458 . doi: 10.1016/j.bios.2016.09.089 OpenUrl CrossRef PubMed ↵ Smith , C.S. , Joseph , N. , Rieger , B. , Lidke , K.A. , 2010 . Fast, single-molecule localization that achieves theoretically minimum uncertainty . Nat. Methods 7 , 373 – 375 . doi: 10.1038/nmeth.1449 OpenUrl CrossRef PubMed Web of Science ↵ Solak , H.H. , Dais , C. , Clube , F. , 2011 . Displacement Talbot lithography: a new method for high-resolution patterning of large areas . Opt. Express 19 , 10686 . doi: 10.1364/oe.19.010686 OpenUrl CrossRef PubMed ↵ Sorokina , A. , Lipsanen , H. , Anttu , N. , 2022 . Designing outcoupling of light from nanostructured emitter in stratified medium with parasitic absorption . J. Appl. Phys . 131 , 223104 . doi: 10.1063/5.0088387 OpenUrl CrossRef ↵ Swasey , S.M. , Leal , L.E. , Lopez-Acevedo , O. , Pavlovich , J. , Gwinn , E.G. , 2015 . Silver (I) as DNA glue: Ag+-mediated guanine pairing revealed by removing Watson-Crick constraints . Sci. Rep . 5 , 1 – 9 . doi: 10.1038/srep10163 OpenUrl CrossRef PubMed ↵ Unksov , I.N. , Anttu , N. , Verardo , D. , Höök , F. , Prinz , C.N. , Linke , H. , 2023 . Fluorescence excitation enhancement by waveguiding nanowires . Nanoscale Adv . 1 – 7 . doi: 10.1039/d2na00749e OpenUrl CrossRef ↵ Valderas-Gutiérrez , J. , Davtyan , R. , Prinz , C.N. , Sparr , E. , Jönsson , P. , Linke , H. , Höök , F. , 2025 . Comparative Kinetics of Supported Lipid Bilayer Formation on Silica Coated Vertically Oriented Highly Curved Nanowires and Planar Silica Surfaces . Nano Lett . 25 , 3085 – 3092 . doi: 10.1021/acs.nanolett.4c05303 OpenUrl CrossRef PubMed ↵ Valderas-Gutiérrez , J. , Davtyan , R. , Sivakumar , S. , Anttu , N. , Li , Y. , Flatt , P. , Shin , J.Y. , Prinz , C.N. , Höök , F. , Fioretos , T. , Magnusson , M.H. , Linke , H. , 2022 . Enhanced Optical Biosensing by Aerotaxy Ga(As)P Nanowire Platforms Suitable for Scalable Production . ACS Appl. Nano Mater . 5 , 9063 – 9071 . doi: 10.1021/ACSANM.2C01372 OpenUrl CrossRef PubMed ↵ Verardo , D. , Agnarsson , B. , Zhdanov , V.P. , Höök , F. , Linke , H. , 2019 . Single-Molecule Detection with Lightguiding Nanowires: Determination of Protein Concentration and Diffusivity in Supported Lipid Bilayers . Nano Lett 19 , 6182 – 6191 . doi: 10.1021/acs.nanolett.9b02226 OpenUrl CrossRef PubMed ↵ Verardo , D. , Lindberg , F.W. , Anttu , N. , Niman , C.S. , Lard , M. , Dabkowska , A.P. , Nylander , T. , Månsson , A. , Prinz , C.N. , Linke , H. , 2018 . Nanowires for Biosensing: Lightguiding of Fluorescence as a Function of Diameter and Wavelength . Nano Lett 18 , 4796 – 4802 . doi: 10.1021/acs.nanolett.8b01360 OpenUrl CrossRef PubMed ↵ Vet , J.A.M. , Majithia , A.R. , Marras , S.A.E. , Tyagi , S. , Dube , S. , Poiesz , B.J. , Kramer , F.R. , 1999 . Multiplex detection of four pathogenic retroviruses using molecular beacons . PNAS 96 , 6394 – 6399 . doi: 10.1073/pnas.96.11.6394 OpenUrl Abstract / FREE Full Text ↵ Wen , J. , Zhang , Y. , Xiao , M. , 2013 . The Talbot effect: recent advances in classical optics, nonlinear optics, and quantum optics . Adv. Opt. Photonics 5 , 83 – 130 . doi: 10.1364/AOP.5.000083 OpenUrl CrossRef ↵ Yeh , H.-C. , Sharma , J. , Shih , I.-M. , Vu , D.M. , Martinez , J.S. , Werner , J.H. , 2012 . A Fluorescence Light-Up Ag Nanocluster Probe That Discriminates Single-Nucleotide Variants by Emission Color . J Am Chem Soc 134 , 40 . doi: 10.1021/ja3024737 OpenUrl CrossRef ↵ Zhang , D. , Peng , Y. , Qi , H. , Gao , Q. , Zhang , C. , 2010 . Label-free electrochemical DNA biosensor array for simultaneous detection of the HIV-1 and HIV-2 oligonucleotides incorporating different hairpin-DNA probes and redox indicator . Biosens. Bioelectron . 25 , 1088 – 1094 . doi: 10.1016/J.BIOS.2009.09.032 OpenUrl CrossRef PubMed ↵ Zhao , J. , Xia , K. , He , P. , Wei , G. , Zhou , X. , Zhang , X. , 2023 . Recent advances of nucleic acid-based cancer biomarkers and biosensors . Coord. Chem. Rev . 497 , 215456 . doi: 10.1016/j.ccr.2023.215456 OpenUrl CrossRef ↵ Zhao , Y. , Chen , F. , Li , Q. , Wang , L. , Fan , C. , 2015 . Isothermal Amplification of Nucleic Acids . Chem. Rev . 115 , 12491 – 12545 . doi: 10.1021/acs.chemrev.5b00428 OpenUrl CrossRef PubMed ↵ Zou , R. , Zhang , F. , Chen , C. , Cai , C. , 2019 . DNA-programming multicolor silver nanoclusters for sensitively simultaneous detection of two HIV DNAs . Sens. Actuators B Chem . 296 , 126608 . doi: 10.1016/J.SNB.2019.05.085 OpenUrl CrossRef PubMed View the discussion thread. Back to top Previous Next Posted March 11, 2025. Download PDF Supplementary Material Email Thank you for your interest in spreading the word about bioRxiv. NOTE: Your email address is requested solely to identify you as the sender of this article. Your Email * Your Name * Send To * Enter multiple addresses on separate lines or separate them with commas. You are going to email the following Nanowire-based biosensor for short DNA using fluorescent silver nanoclusters Message Subject (Your Name) has forwarded a page to you from bioRxiv Message Body (Your Name) thought you would like to see this page from the bioRxiv website. Your Personal Message CAPTCHA This question is for testing whether or not you are a human visitor and to prevent automated spam submissions. Share Nanowire-based biosensor for short DNA using fluorescent silver nanoclusters Ivan N. Unksov , Rubina Davtyan , Christelle N. Prinz , Heiner Linke bioRxiv 2025.03.06.641789; doi: https://doi.org/10.1101/2025.03.06.641789 Share This Article: Copy Citation Tools Nanowire-based biosensor for short DNA using fluorescent silver nanoclusters Ivan N. Unksov , Rubina Davtyan , Christelle N. Prinz , Heiner Linke bioRxiv 2025.03.06.641789; doi: https://doi.org/10.1101/2025.03.06.641789 Citation Manager Formats BibTeX Bookends EasyBib EndNote (tagged) EndNote 8 (xml) Medlars Mendeley Papers RefWorks Tagged Ref Manager RIS Zotero Tweet Widget Facebook Like Google Plus One Subject Area Biophysics Subject Areas All Articles Animal Behavior and Cognition (7635) Biochemistry (17691) Bioengineering (13892) Bioinformatics (41937) Biophysics (21452) Cancer Biology (18588) Cell Biology (25504) Clinical Trials (138) Developmental Biology (13378) Ecology (19899) Epidemiology (2067) Evolutionary Biology (24320) Genetics (15609) Genomics (22506) Immunology (17736) Microbiology (40394) Molecular Biology (17181) Neuroscience (88605) Paleontology (666) Pathology (2832) Pharmacology and Toxicology (4824) Physiology (7641) Plant Biology (15156) Scientific Communication and Education (2045) Synthetic Biology (4294) Systems Biology (9825) Zoology (2271)
Text is read by the "Ask this paper" AI Q&A widget below.
Extraction quality varies by source — PMC NXML preserves structure
cleanly, OA-HTML may include some navigation residue, and OA-PDF can
have broken hyphenation. The publisher copy
(via DOI)
is the canonical version.