Surface-enhanced Raman scattering (SERS)-based immunoassays have several advantages, such as high sensitivity and multiplex capabilities; they are emerging as a potential avenue for early disease diagnosis and screening. Here, we focused on SERS-based heterogeneous immunoassays, in which the number of extrinsic Raman labels (ERLs) at the sensor surface is related to the concentration of the intended target. The ERLs are made of gold nanoparticles and are constructed to be selective to the target and to boost the signal of a Raman reporter. However, as the concentration of the target biomarker decreases, the number of ERLs per unit of area (mm(2)) also decreases, leading to a small number of ERLs being probed within an exciting laser spot. This poor sampling adds to the large intensity variations inherent to the SERS effect, resulting in a loss in the linearity between the SERS signal and the marker/target analyte concentration. This characteristic has rendered SERS-based immunoassays unreliable for quantification at low bioanalyte concentrations. We propose the use of a digital quantification protocol to overcome this problem. A SERS-based sandwich immunoassay was developed for the detection of the SARS-CoV-2 S1-S2 spike protein in saliva. A conventional data analysis that relates SERS intensities to concentration was compared to the digital protocol for the same dataset. The digital SERS assay presented an LOD of 6.3 ng.mL(-1 )or 34.9 pM and an LOQ of 19.0 ng.mL(-1) or 105.7 pM within a 95% confidence level. These metrics show an 11-fold improvement to the conventional data
机构:
Univ Massachusetts, Dept Mech & Ind Engn, Amherst, MA 01003 USAUniv Massachusetts, Dept Mech & Ind Engn, Amherst, MA 01003 USA
Banaei, Nariman
;
Foley, Anne
论文数: 0引用数: 0
h-index: 0
机构:
Univ Massachusetts, Med Sch, Dept Med, Worcester, MA USAUniv Massachusetts, Dept Mech & Ind Engn, Amherst, MA 01003 USA
Foley, Anne
;
Houghton, Jean Marie
论文数: 0引用数: 0
h-index: 0
机构:
Univ Massachusetts, Med Sch, Dept Med, Worcester, MA USAUniv Massachusetts, Dept Mech & Ind Engn, Amherst, MA 01003 USA
Houghton, Jean Marie
;
Sun, Yubing
论文数: 0引用数: 0
h-index: 0
机构:
Univ Massachusetts, Dept Mech & Ind Engn, Amherst, MA 01003 USA
Univ Massachusetts, Dept Chem Engn, Amherst, MA 01003 USA
Univ Massachusetts, Inst Appl Life Sci, Amherst, MA 01003 USAUniv Massachusetts, Dept Mech & Ind Engn, Amherst, MA 01003 USA
Sun, Yubing
;
Kim, Byung
论文数: 0引用数: 0
h-index: 0
机构:
Univ Massachusetts, Dept Mech & Ind Engn, Amherst, MA 01003 USA
Univ Massachusetts, Inst Appl Life Sci, Amherst, MA 01003 USAUniv Massachusetts, Dept Mech & Ind Engn, Amherst, MA 01003 USA
机构:
Univ Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USA
Chuong, Tracy T.
;
Pallaoro, Alessia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USA
Pallaoro, Alessia
;
Chaves, Chelsea A.
论文数: 0引用数: 0
h-index: 0
机构:
Jackson State Univ, Dept Chem & Biochem, Jackson, MS 39217 USAUniv Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USA
Chaves, Chelsea A.
;
Li, Zhe
论文数: 0引用数: 0
h-index: 0
机构:
Xiamen Univ, Dept Chem & Chem Engn, Xiamen 361005, Peoples R ChinaUniv Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USA
Li, Zhe
;
Lee, Joun
论文数: 0引用数: 0
h-index: 0
机构:
Univ Iowa, Dept Chem & Biochem Engn, Iowa City, IA 52242 USAUniv Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USA
Lee, Joun
;
Eisenstein, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA
Stanford Univ, Dept Radiol, Stanford, CA 94305 USAUniv Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USA
Eisenstein, Michael
;
Stucky, Galen D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USA
Univ Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USA
Stucky, Galen D.
;
Moskovits, Martin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USA
Moskovits, Martin
;
Soh, H. Tom
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA
Stanford Univ, Dept Radiol, Stanford, CA 94305 USAUniv Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USA
机构:
Univ Utah, Dept Chem, Salt Lake City, UT 84112 USA
Univ Utah, Nano Inst Utah, Salt Lake City, UT 84112 USAUniv Utah, Dept Chem, Salt Lake City, UT 84112 USA
Crawford, Alexis C.
;
Skuratovsky, Aleksander
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utah, Nano Inst Utah, Salt Lake City, UT 84112 USA
Univ Utah, Dept Chem Engn, Salt Lake City, UT 84112 USAUniv Utah, Dept Chem, Salt Lake City, UT 84112 USA
Skuratovsky, Aleksander
;
Porter, Marc D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utah, Dept Chem, Salt Lake City, UT 84112 USA
Univ Utah, Nano Inst Utah, Salt Lake City, UT 84112 USA
Univ Utah, Dept Chem Engn, Salt Lake City, UT 84112 USAUniv Utah, Dept Chem, Salt Lake City, UT 84112 USA
机构:
Univ Massachusetts, Dept Mech & Ind Engn, Amherst, MA 01003 USAUniv Massachusetts, Dept Mech & Ind Engn, Amherst, MA 01003 USA
Banaei, Nariman
;
Foley, Anne
论文数: 0引用数: 0
h-index: 0
机构:
Univ Massachusetts, Med Sch, Dept Med, Worcester, MA USAUniv Massachusetts, Dept Mech & Ind Engn, Amherst, MA 01003 USA
Foley, Anne
;
Houghton, Jean Marie
论文数: 0引用数: 0
h-index: 0
机构:
Univ Massachusetts, Med Sch, Dept Med, Worcester, MA USAUniv Massachusetts, Dept Mech & Ind Engn, Amherst, MA 01003 USA
Houghton, Jean Marie
;
Sun, Yubing
论文数: 0引用数: 0
h-index: 0
机构:
Univ Massachusetts, Dept Mech & Ind Engn, Amherst, MA 01003 USA
Univ Massachusetts, Dept Chem Engn, Amherst, MA 01003 USA
Univ Massachusetts, Inst Appl Life Sci, Amherst, MA 01003 USAUniv Massachusetts, Dept Mech & Ind Engn, Amherst, MA 01003 USA
Sun, Yubing
;
Kim, Byung
论文数: 0引用数: 0
h-index: 0
机构:
Univ Massachusetts, Dept Mech & Ind Engn, Amherst, MA 01003 USA
Univ Massachusetts, Inst Appl Life Sci, Amherst, MA 01003 USAUniv Massachusetts, Dept Mech & Ind Engn, Amherst, MA 01003 USA
机构:
Univ Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USA
Chuong, Tracy T.
;
Pallaoro, Alessia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USA
Pallaoro, Alessia
;
Chaves, Chelsea A.
论文数: 0引用数: 0
h-index: 0
机构:
Jackson State Univ, Dept Chem & Biochem, Jackson, MS 39217 USAUniv Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USA
Chaves, Chelsea A.
;
Li, Zhe
论文数: 0引用数: 0
h-index: 0
机构:
Xiamen Univ, Dept Chem & Chem Engn, Xiamen 361005, Peoples R ChinaUniv Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USA
Li, Zhe
;
Lee, Joun
论文数: 0引用数: 0
h-index: 0
机构:
Univ Iowa, Dept Chem & Biochem Engn, Iowa City, IA 52242 USAUniv Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USA
Lee, Joun
;
Eisenstein, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA
Stanford Univ, Dept Radiol, Stanford, CA 94305 USAUniv Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USA
Eisenstein, Michael
;
Stucky, Galen D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USA
Univ Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USA
Stucky, Galen D.
;
Moskovits, Martin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USA
Moskovits, Martin
;
Soh, H. Tom
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA
Stanford Univ, Dept Radiol, Stanford, CA 94305 USAUniv Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USA
机构:
Univ Utah, Dept Chem, Salt Lake City, UT 84112 USA
Univ Utah, Nano Inst Utah, Salt Lake City, UT 84112 USAUniv Utah, Dept Chem, Salt Lake City, UT 84112 USA
Crawford, Alexis C.
;
Skuratovsky, Aleksander
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utah, Nano Inst Utah, Salt Lake City, UT 84112 USA
Univ Utah, Dept Chem Engn, Salt Lake City, UT 84112 USAUniv Utah, Dept Chem, Salt Lake City, UT 84112 USA
Skuratovsky, Aleksander
;
Porter, Marc D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utah, Dept Chem, Salt Lake City, UT 84112 USA
Univ Utah, Nano Inst Utah, Salt Lake City, UT 84112 USA
Univ Utah, Dept Chem Engn, Salt Lake City, UT 84112 USAUniv Utah, Dept Chem, Salt Lake City, UT 84112 USA