direct sers detection of contaminants in a complex mixture: rapid, single step screening for...
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Direct SERS detection of contaminants in a complex mixture: rapid, singlestep screening for melamine in liquid infant formula†
Jordan F. Betz,ab Yi Chengb and Gary W. Rubloff*bc
Received 12th September 2011, Accepted 13th December 2011
DOI: 10.1039/c2an15846a
Melamine can be detected in infant formula without the need for
additional sample preparation or purification using a simple galvanic
displacement reaction to fabricate portable silver SERS substrates.
The reaction is rapid, inexpensive, and robust enough to perform
well on highly heterogeneous commonmetal objects such as tape and
coins.
The ability to detect contaminants in complex mixtures is of great
importance to many fields. Blood, urine, saliva, food, and environ-
mental samples are examples of important complex mixtures that
contain a variety of compounds of interest to the analytical field.
Traditional analytical approaches involve separation and purification
of the compound of interest from the other analytes in the matrix
prior to detection or quantification. A simple method to detect
analytes in complex mixtures without the need for separation and
purification steps would reduce the time, complexity, and cost of
analysing complex samples.
Melamine, a toxic chemical that is 66% nitrogen bymass, has been
added to pet food, milk, infant formula, and other foodstuffs to
increase the apparent protein content of the food since the most
common test for the protein content of a food uses the amount of
nitrogen as a proxy for the amount of protein in a sample of food.
Melamine contaminated foods (most notably infant formula) have
cause severe health problems in China, including renal failure and
even death,1,2 and thus melamine levels in food are regulated by
several governing bodies worldwide.
Surface enhanced Raman spectroscopy (SERS), a non-destructive
spectroscopic technique, has been applied to the detection of low
concentration analytes in many fields. Here we demonstrate the
SERS detection of a toxic food contaminant (melamine) in a complex
mixture (commercially available infant formula). A handful of
groups have previously reported the SERS detection of melamine
aFischell Department of Bioengineering, University of Maryland, CollegePark, MD, USAbInstitute for Systems Research, University of Maryland, College Park,MD, USA. E-mail: [email protected]; Fax: +01 301-314-9920; Tel: +01301-405-3011cDepartment of Materials Science and Engineering, University ofMaryland, College Park, MD, USA
† Electronic supplementary information (ESI) available: Additionalscanning electron micrographs of the Cu tape substrate. See DOI:10.1039/c2an15846a
826 | Analyst, 2012, 137, 826–828
purified from food samples,3–6 but these typically require time-
consuming preparation methods such as solvent extraction and
expensive commercial SERS substrates. To our knowledge, only one
other group has reported the SERS detection of melamine contam-
ination in food samples without using separation methods,7 and this
required soaking the substrate in the melamine solution for 24 h to
detect melamine contamination below 100 parts per million (ppm).
This report is the first to combine rapid SERS detection of melamine
contamination in food without the need for purification or additional
equipment while also making use of a simple, inexpensive, and highly
portable SERS substrate.
In recent years, galvanic displacement has received increasing
attention as a simple method to form highly effective SERS
substrates.8–12 This spontaneous electrochemical reaction forms
fractal micro- and nanoscale structures on a surface that yield
excellent SERS enhancement. The galvanic displacement of Cu by
Agwas used to createAgmicro- and nanostructures on two common
low-cost and highly portable surfaces- Cu tape and a Cu coin
(U.S. penny). In brief, a solution of 5 mMAgNO3 was placed on the
surface of the tape or coin and allowed to react for 5min before being
dried using nitrogen gas. A 2 mL volume of commercially available
infant formula adulterated with different amounts of melamine was
placed on the surface and a spectrumwas acquired immediately using
a 785 nm diode laser, which was used to evaluate the possibility of
using these substrates for portable, point-of-sampling analysis. Ten
points on the substrate were scanned with a total signal acquisition
time of 150 s (3 s acquisitions averaged 5 times per spot over 10 spots)
for the 1000 ppm, 100 ppm, and 10 ppm levels and 500 s (10 s
acquisitions averaged 5 times per spot over 10 spots) for the 5 ppm,
1 ppm, and 0 ppm (normal infant formula) levels.
Fig. 1 shows the spectra acquired from the Cu tape substrate
(Fig. 1a) and the Cu coin substrate (Fig. 1b). Melamine has a strong
characteristic peak corresponding to an in-plane deformation of the
triazine ring4,5,13 peak reported at 676–690 cm�1, depending on
reaction conditions. This peak was used to identify melamine
contamination of the formula, given the lack of strong peaks from the
infant formula in this spectral region as can be seen in the 0 ppm cases
in Fig. 1. Both the Cu tape and coin substrates enable the detection of
melamine contamination down to the 5 ppm level, which can clearly
be distinguished from normal, uncontaminated infant formula
(0 ppm melamine) based on the presence of the peak at approxi-
mately 685 cm�1 for the Cu tape and 678 cm�1 for the coin substrates,
henceforth referred to as the 680 cm�1 peak for simplicity. At 1 ppm,
This journal is ª The Royal Society of Chemistry 2012
Fig. 1 Average SERS spectra of melamine adulterated commercially
available infant formula on Ag substrates formed on (a) Cu tape and (b)
a Cu coin. The peak centred around 680 cm�1 is due to an in-plane
deformation of the triazine ring of melamine, which can clearly be
distinguished down to the 5 ppm levels in both cases. Spectra are offset to
better show the characteristic melamine peak.
Table 1 Coefficients of variation for the substratesa
Substrate Type Sample CVSubstrateCV Point CV
Cu Tape 0.506 0.702 N/ACu Coin 0.534 0.998 0.385
a Sample CV is the coefficient of variation for 10 different spectraacquired within the same sample droplet. Substrate CV is thecoefficient of variation between five different substrates each with tenspectra. Point CV is the coefficient of variation for five differentsamples tested on the same coin substrate. The CV was calculated byintegrating the area of the characteristic peak for melamine in the 1000ppm case and dividing the standard deviation of these areas by themean of the areas.
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the samples were indistinguishable fromnormal formula solely on the
basis of the average spectra and the average integrated peak area.
Comparing these results with the only other published instance of
direct SERS detection of melamine contamination in milk without
any pre-treatment,7 our method has a 20-fold lower limit of detection
within the same time frame.
One potential drawback of using a random reaction such as
galvanic displacement is that the substrates that form are often highly
variable in morphology and hot spot distribution, yielding a variable
SERS signal. Another potential source for variability in the signal is
the inhomogeneity of the surfaces introduced during themanufacture
and processing or circulation of the tape and coin, respectively. The
variability of the substrates was assessed by calculating a coefficient of
variation (CV) for different points of the same sample droplet, a CV
This journal is ª The Royal Society of Chemistry 2012
for different substrates, and for the Cu coin substrates, a CV for
different points within the same substrate. These CVs are summa-
rized in Table 1. The Cu tape substrates are less variable than the Cu
coin substrates on average, which is not unexpected. The coins come
from circulation and have a high degree of surface heterogeneity,
which is believed to be the main source of variability between
substrates formed on different coins.
Given these sources of variability, we examined the substrates
using scanning electron microscopy to look for similarities since the
limits of detection and average photon count rates were similar
between the two substrates. Fig. 2 shows two scanning electron
micrographs, each revealing a wide variety of fractal, dendritic, and
polygonal Ag structures, consistent with previously published
descriptions of structures formed by galvanic displacement reactions.
It is believed that the large number of branching points and facets
created by the galvanic displacement reaction result in a multitude of
enhancement hotspots distributed across the surface of the substrate.
Furthermore, Supplementary Fig. 1 shows that on the Cu tape, Ag
structures tend to form in a linear arrangement, forming along the
surface striations of the Cu tape.† We then compared the perfor-
mance of our inexpensive and portable substrates with Klarite,
a commercially available SERS substrate. Detection of melamine
extracted and purified from food samples has previously been shown
using Klarite,3,5 so we sought to ascertain its performance without
any sample preparation. Fig. 3 shows spectra from normal infant
formula (0 ppm) and infant formula adulterated with 1000 ppm and
100 ppm melamine using experimental conditions identical to those
responsible for Fig. 1. The 680 cm�1 peak can be seen readily at the
1000 ppm level, but is not apparent at 100 ppm.While the integrated
peak area on the Klarite substrate has a lower CV (0.34) than the
substrates formed by galvanic displacement, it cannot be used under
the same conditions to detect melamine contamination of infant
formula. Thus, these simple, inexpensive, and portable substrates
reported here show up to 200-fold better detection of melamine
contamination in infant formula without pre-treatment than do the
more expensive, commercially available Klarite substrates.
While this direct detection method in its present form does not
approach the sensitivity and specificity of the gold standard methods
such as LC-MS and cannot be used for a quantitative measure of
melamine contamination, the abundant SERS hot spots created by
the galvanic displacement reaction make this a useful method to
rapidly screen batches of infant formula formelamine contamination.
Samples that clearly exceed the limits set by governing bodies can be
quickly pulled from production or distribution, while other samples
Analyst, 2012, 137, 826–828 | 827
Fig. 2 Scanning electron micrographs of representative fractal,
dendritic, and polygonal Ag structures formed on Cu tape (a) and a Cu
coin (b) by galvanic displacement.
Fig. 3 Average SERS spectra of melamine adulterated commercially
available infant formula on Klarite, a commercially available SERS
substrate. Note that the 680 cm�1 peak is readily identifiable at the 1000
ppm level but not at the 100 ppm level. Spectra are offset for clarity.
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with questionable melamine content can be examined by the more
traditional methods that are more precise but far slower. Further-
more, these inexpensive and highly portable SERS substrates can be
combined with commercially available portable Raman spectrome-
ters, enabling SERS analysis to take place in the field or at a point-of
sampling to better detect labile analytes that might not normally
survive the trip back to the laboratory.
Conclusions
Melamine contamination of infant formula can be detected down to
the 5 ppm level without the need for upstream extraction, separation,
purification, or additional equipment using a simple, inexpensive, and
portable SERS substrate formed by the galvanic displacement of Cu
by Ag. Using substrates formed on common, inexpensive, and highly
portable surfaces such as metal tape or coins, contaminated infant
formula samples can be detected in less than 15 min. The fact that
these substrates can be formed in five minutes on-site without
the need for ultra-high vacuum equipment, heating elements,
centrifuges, or harsh chemicals enables the possibility of remote
828 | Analyst, 2012, 137, 826–828
point-of-sampling SERS analysis using commercially available
portable Raman spectrometers and diode lasers.
Acknowledgements
The authors thank Joshua Betz for assistance with statistical analysis.
This research was supported by the Robert W. Deutsch Foundation
and the NSF-EFRI grant NSFSC03524414. The authors acknowl-
edge the support of theMaryland NanoCenter and its NispLab. The
NispLab is supported in part by the NSF as a MRSEC Shared
Experimental Facility.
Notes and references
1 C. A. Brown, K.-S. Jeong, R. H. Poppenga, B. Puschner,D. M. Miller, A. E. Ellis, K.-I. Kang, S. Sum, A. M. Cistola andS. A. Brown, J. Vet. Diagn. Invest., 2007, 19, 525–531.
2 R. L. M. Dobson, S. Motlag, M. Quijano, R. T. Cambron,T. R. Baker, A. M. Pullen, B. T. Regg, A. S. Bigalow-Kern,T. Vennard, A. Fix, R. Reimschuessel, G. Overmann, Y. Shan andG. P. Daston, Toxicol. Sci., 2008, 106, 251–262.
3 Y. Cheng and Y. Dong, Food Control, 2011, 22, 685–689.4 X.-F. Zhang, M.-Q. Zou, X.-H. Qi, F. Liu, X.-H. Zhu andB.-H. Zhao, J. Raman Spectrosc., 2010, 41, 1655–1660.
5 M. Lin, L. He, J. Awika, L. Yang, D. R. Ledoux, H. Li andA. Mustapha, J. Food Sci., 2008, 73, T129–T134.
6 T. Lou, Y. Wang, J. Li, H. Peng, H. Xiong and L. Chen, Anal.Bioanal. Chem., 2011, 401, 333–338.
7 S. Y. Lee, E.-O. Ganbold, J. Choo and S.-W. Joo, Anal. Lett., 2010,43, 2135–2141.
8 Y.-Y. Song, Z.-D. Gao, J. J. Kelly and X.-H. Xia, Electrochem. Solid-State Lett., 2005, 8, C148.
9 X. Sun, L. Lin, Z. Li, Z. Zhang and J. Feng, Mater. Lett., 2009, 63,2306–2308.
10 A. Gut�es, C. Carraro and R. Maboudian, J. Am. Chem. Soc., 2010,132, 1476–1477.
11 J. Hao, Z. Xu,M.-J. Han, S. Xu and X.Meng,Colloids Surf., A, 2010,366, 163–169.
12 P. R. Brejna and P. R. Griffiths, Appl. Spectrosc., 2010, 64, 493–499.13 E. Koglin, B. J. Kip and R. J. Meier, J. Phys. Chem., 1996, 100, 5078–
5089.
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