- Research article
- Open Access
- Open Peer Review
Clinical trial participant characteristics and saliva and DNA metrics
© Nishita et al; licensee BioMed Central Ltd. 2009
- Received: 18 June 2009
- Accepted: 29 October 2009
- Published: 29 October 2009
Clinical trial and epidemiological studies need high quality biospecimens from a representative sample of participants to investigate genetic influences on treatment response and disease. Obtaining blood biospecimens presents logistical and financial challenges. As a result, saliva biospecimen collection is becoming more frequent because of the ease of collection and lower cost. This article describes an assessment of saliva biospecimen samples collected through the mail, trial participant demographic and behavioral characteristics, and their association with saliva and DNA quantity and quality.
Saliva biospecimens were collected using the Oragene® DNA Self-Collection Kits from participants in a National Cancer Institute funded smoking cessation trial. Saliva biospecimens from 565 individuals were visually inspected for clarity prior to and after DNA extraction. DNA samples were then quantified by UV absorbance, PicoGreen®, and qPCR. Genotyping was performed on 11 SNPs using TaqMan® SNP assays and two VNTR assays. Univariate, correlation, and analysis of variance analyses were conducted to observe the relationship between saliva sample and participant characteristics.
The biospecimen kit return rate was 58.5% among those invited to participate (n = 967) and 47.1% among all possible COMPASS participants (n = 1202). Significant gender differences were observed with males providing larger saliva volume (4.7 vs. 4.5 ml, p = 0.019), samples that were more likely to be judged as cloudy (39.5% vs. 24.9%, p < 0.001), and samples with greater DNA yield as measured by UV (190.0 vs. 138.5, p = 0.002), but reduced % human DNA content (73.2 vs. 77.6 p = 0.005) than females. Other participant characteristics (age, self-identified ethnicity, baseline cigarettes per day) were associated with saliva clarity. Saliva volume and saliva and DNA clarity were positively correlated with total DNA yield by all three quantification measurements (all r > 0.21, P < 0.001), but negatively correlated with % human DNA content (saliva volume r = -0.148 and all P < 0.010). Genotyping completion rate was not influenced by saliva or DNA clarity.
Findings from this study show that demographic and behavioral characteristics of smoking cessation trial participants have significant associations with saliva and DNA metrics, but not with the performance of TaqMan® SNP or VNTR genotyping assays.
COMPASS; registered as NCT00301145 at clinicaltrials.gov.
- Saliva Sample
- Saliva Collection
- Single Nucleotide Polymorphism Assay
- Biospecimen Collection
- Saliva Volume
Clinical trial and epidemiological studies need high quality biospecimens from a representative sample of participants to investigate genetic influences on treatment response and disease. DNA is typically extracted from one of several possible tissue sources including buccal cells, saliva, and blood, using a number of different methods . Whole blood generally yields large amounts of high quality DNA but whole blood collection has limitations such as the logistics and expense of arranging for phlebotomy, lower response rates due to the invasiveness of the procedure, and time and temperature sensitive shipping and storage requirements . In light of these limitations, clinical trials and epidemiological studies are increasingly using saliva as a source of human DNA because saliva can be non-invasively collected, sent through the mail, and stored at room temperature for years before extraction [3, 4]. Response rates associated with salivary biospecimen collection have been shown to be higher than with whole blood . Studies have shown that saliva collected from Oragene® DNA Self-Collection Kits (DNA Genotek, Inc., Ottawa, Ontario, Canada), as well as other methods, yield high quality DNA, that can be used as an alternative to DNA extracted from blood [4–9].
One potential limitation associated with the use of saliva DNA is the potential effect of variable percentages of human and non-human DNA on various DNA quantification and genotyping methods. The most commonly used DNA quantification methods, such as ultraviolet spectrophotometric absorbance ("UV") and fluorescent dyes such as PicoGreen® ("PG") do not differentiate between human and non-human DNA, but quantitative real time Polymerase Chain Reaction ("qPCR") or hybridization methods using human specific oligonucleotide primers are human DNA specific [10–13]. In one study, an estimate of the fraction of human DNA in DNA extracted from saliva ranged from 11-100% . Two studies have shown increased amounts of specific types of bacteria in saliva of smokers compared to that of nonsmokers [14, 15]. A study evaluating the effects of the fraction of human DNA present in DNA extracted from saliva and buccal samples on genotyping using the Affymetrix GeneChip® Mapping 500K Array suggested that samples containing < 30% human DNA had poor genotyping performance .
Because biospecimens are an essential component for clinical biomarker or genetic epidemiological studies, any demographic, behavioral, processing, or quantification factors that could impact the quality or suitability of biospecimens for molecular analysis should be investigated. The purpose of this report is to investigate associations of smoking cessation trial participant demographic and behavioral variables with saliva and saliva DNA characteristics, including saliva volume, saliva and DNA visual clarity, total DNA yield, and human DNA concentration, as well as the relationship between saliva characteristics and total and human DNA concentrations and genotyping performance.
Participants and saliva collection
All recruitment, consent, screening and data collection methods were reviewed and approved by the Institutional Review Boards of SRI International (SRI) and Group Health (GH). Participants were recruited from the Comprehensive Medication Program And Support Services (COMPASS) study, a randomized trial sponsored by the National Cancer Institute (NCT00301145) that recruited participants from members of Group Health (GH), a large health care system in Washington state. COMPASS was designed to compare the effectiveness of three versions of a smoking cessation behavioral therapy combined with Chantix® (varenicline tartrate, Pfizer) [Swan GE, McClure JB, Jack LM, Zbikowski SM, Javitz HS, Catz SL, Deprey M, Richards J, McAfee TA: Behavioral Counseling and Varenicline Treatment for Smoking Cessation. American Journal of Preventive Medicine (submitted)]. COMPASS participants were invited by telephone to provide a saliva sample for a National Institute of Drug Abuse sponsored study being conducted by the Pharmacogenetics of Nicotine Addiction and Treatment (PNAT) consortium http://www.pharmgkb.org/contributors/pgrn/pnat_profile.jsp. Those who agreed to participate were mailed a consent form and an Oragene® DNA Self-Collection Kit (disk format OG-250, DNA Genotek, Ottawa, Ontario, Canada). Participants were instructed to follow the manufacturer's instructions for saliva collection which were to 1) rinse the mouth with drinking water and wait at least five minutes before spitting saliva into the container; 2) spit enough saliva to reach an indicated level on the container; 3) screw the container cap on securely and then shake the container for at least 10 seconds. Samples were mailed back to the lab at room temperature, and participants were paid $25 upon sample receipt. If there was evidence of low yield or low DNA quality after DNA extraction, quantification and genotyping, participants were re-contacted and asked to provide a second sample. Additional written instructions to refrain from eating 30 minutes before saliva collection was added to the second mailed kits to help prevent any carryover of food particles.
Saliva was stored at room temperature for up to 7 months in the Oragene® disks until DNA extraction. According to the manufacturer of the disks, saliva DNA is stable for over 2 years at room temperature . Prior to DNA extraction, saliva samples were visually inspected and rated as "clear" or "cloudy" by the same laboratory analyst, as there were some samples with notable phlegm or cloudiness. DNA was extracted from saliva samples using the manufacturer's protocol for manual purification of DNA from 4.0 mL, PD-PR-015 Issue 2.0. The entire saliva sample was extracted with reagent volumes adjusted to maximize the amount of DNA recovered. Briefly, samples were mixed by inversion, and then incubated overnight at 50°C. Samples were transferred to a centrifuge tube and mixed with Oragene® purifier, incubated on ice, then centrifuged at either 2500 × g or 3000 × g (protocol versions 1 or 2, respectively) for 20 minutes to pellet the denatured protein. The supernatant was transferred to a new tube and DNA was precipitated by adding an equal volume of 100% ethanol. The DNA pellet was washed with 70% ethanol, dried, and resuspended with DNA hydration solution (Qiagen, Valencia, CA). DNA was incubated at 50°C for 1 hour, followed by incubation at room temperature overnight to ensure complete rehydration. A high speed centrifugation step at 15,000 × g was performed to remove additional impurities. DNA samples were also rated as "clear" or "cloudy" by the same laboratory analyst via visual inspection of the tube when held up against a black background and compared to a referent tube that was previously noted as cloudy. DNA samples were stored at 4°C for up to 3 days until quantification.
DNA samples were quantified using three methods - UV, PG and qPCR. UV absorbance was measured via the Nanodrop Technologies NanoDrop® ND-1000 Spectrophotometer (Wilmington, DE) and software. Genotyping was done on dilutions based on UV concentrations. A portion of the dilution tubes were rechecked via UV, and then subsequently quantified with two additional different quantification methods. For PG, double stranded DNA concentration was assessed using Quant-iT™ PicoGreen® dsDNA Reagent (Invitrogen™, Carlsbad, CA) on a Tecan GENios™ (San Jose, CA) spectrophotometer. Human nuclear DNA concentration was assessed by an intra-Alu-based quantitative PCR (qPCR) assay in a singleplex PCR of 25 ul and otherwise as described . Samples were amplified with a standard curve and three no-DNA template controls on each plate. The standard curve, performed in duplicate, ranged from 100 ng to 0.01 ng per well for each qPCR plate using lymphoblastoid cell line DNA NA07019 (Coriell Cell Repositories, Camden, New Jersey). qPCR reactions were analyzed using SDS v.1.2.3 software (Applied Biosystems), with manual baseline calling. DNA yield was estimated by measured concentration × dilution factor × the total resuspension volume. An estimate of the fraction of human DNA in saliva DNA was obtained by dividing the qPCR measurement by the PG measurement.
Genotyping was performed on all DNA samples for 11 TaqMan® single nucleotide polymorphism (SNP) assays (Applied Biosystems) and for two variable number of tandem repeat (VNTR) polymorphisms. Positive controls for each TaqMan® cluster group and no DNA template controls were included on each plate using the suggested protocol . To evaluate discordance, 10% of the samples were genotyped in duplicate, as was the second saliva DNA sample collected for 18 participants. TaqMan® assays were analyzed using SDS v1.2.3 software. Other genotyping assays were performed for VNTRs in the 3'UTR of SLC6A3  and in Exon 3 of DRD4 .
Univariate, correlation and analysis of variance analyses were performed using SAS version 9.1 (Cary, NC). Tests of statistical significance used a Type I error rate of 0.05.
Saliva sample collection and participant demographic and behavioral characteristics
COMPASS participant and sample characteristics
M (SD) or %
Participants (n = 566)
Gender (% female)
Ethnicity (% NHC)
Years of formal schooling
Cigarettes per day (CPD)
Saliva (n = 565)
Time between kit receipt and DNA extraction (days)
Visual clarity (% "cloudy")
DNA (n = 539)
Processed with protocol 2 (%)
DNA yield by UV (ug)
DNA yield by PG (ug)
DNA yield by qPCR (ug)
Visual clarity (% "cloudy")
After DNA extraction, quantification and genotyping, 38 participants were recontacted to request a second saliva sample due to evidence of low yield (n = 15) or low initial genotyping rate (n = 23) when 3 or more out of 7 initial TaqMan® assays tested had failed. Half of the attempted requests for a second saliva sample (n = 19) resulted in a kit being returned, one of which was empty. There were no significant differences in age, gender, ethnicity, years of formal schooling or amount smoked between those who provided two samples compared to those who provided one. In all cases but two the second sample appeared superior with respect to genotyping completion rate and was used instead of the first sample (i.e., only one sample was used per person), resulting in a total of 565 samples for analysis. In addition, for the 7 usable samples that had a second sample returned because of an initial low yield, 6 gave similar low yields (data not shown).
Saliva sample and saliva DNA characteristics
Participant and saliva or saliva DNA associations
When the time between kit receipt and extraction is split at the median (≤ 55 days = "Early Extraction" and ≥ 56 days = "Later Extraction"), there were no significant differences for the three DNA yield measurements or for genotyping completion rate (data not shown). The same was true when a linear model was applied (data not shown). The mean (SD) A260/280 for the earlier extractions vs. later extractions was 1.82 (0.10) and 1.86 (0.11), t(537) = -4.28, P < 0.001 respectively, and although significantly different, both were in an acceptable range. When a linear model was applied, the A260/A280 remained significant (r = 0.24, P < 0.01).
Saliva and saliva DNA quantity by COMPASS participant characteristics
DNA Yield UV
% Human DNA
N = 565 samples
N = 539 samples
N = 539 samples
Overall mean (SD)
Average by category
Saliva and DNA clarity by COMPASS participant characteristics
(N = 533 samples)
(N = 539 samples)
Age, mean (SD), y
CPD, mean (SD)
Saliva and saliva DNA yield, purity and genotyping rate by sample clarity, COMPASS participants
Saliva volume mean (SD), ml
DNA based measurements mean (SD)
UV, mean (SD), ug
PG, mean (SD), ug
qPCR, mean (SD), ug
% human DNA
In this study we observed significant influences of demographic and behavioral characteristics on saliva and DNA quantity and quality as well as significant associations among saliva biospecimen and DNA characteristics. Gender and ethnicity exhibited associations with saliva volume and DNA quantities, similar to a study that collected buccal cells by a mouthwash method where males had greater buccal DNA yields (quantified by UV) than females . A recent study suggested a relationship between genetic relatedness of participants and the quality of the DNA prepared from their saliva , although is unclear if this is from potentially heritable biological or environmental factors that inhibit PCR.
Saliva volumes were significantly inversely associated with saliva biospecimen clarity and saliva DNA clarity. Although saliva and saliva DNA biospecimen samples judged to be "cloudy" tended to have increased total DNA yield and decreased % human DNA, they had similar genotyping success rates and A260/280 ratios as "clear" samples. The timing of DNA extraction was not related to total DNA yield or genotyping performance, which is consistent with DNA Genotek's report that the saliva samples are stable at room temperature and yield high quality DNA .
The estimated human DNA content of DNA extracted from COMPASS saliva samples (median, 77%) is similar to previously reported results for DNA extracted from saliva biospecimens collected using Oragene® kits, where median human DNA content has been reported to be 68% and 80% using prothrombin and RNaseP qPCR assays, respectively [9, 21] and is higher than that reported for other oral-cavity related biospecimen samples such as cytobrush (11.5%) and mouthwash samples (49.5%) . This may be due to the antibacterial reagents in the Oragene kits that prevent bacterial growth. We obtained some values greater than 100% for estimated % human DNA content, which may be explained by our use of a ratio of two different quantification methods, each with substantial variance.
The genotyping completion rate for all SNP and VNTR genotyping assays was over 97%. These genotyping rates are similar to or higher than previously reported genotyping completion rates for DNA extracted from saliva samples using the same saliva collection kit [12, 22]. In addition, the genotyping completion rate was substantially higher for our samples collected using the Oragene kit (98.5%) vs. a mailed buccal swab method (68%) for the same SLC6A3 VNTR polymorphism . Previous reports have suggested some relationship with genotyping success and the amount of human DNA [12, 16, 22]. Although we did not observe a significant association between % human DNA and TaqMan® SNP assay performance, more studies should be done to assess this relationship with other high throughput genotyping or sequencing platforms.
Saliva and DNA clarity observations did not use previously established validated protocols. For this study, although all clarity determinations were made by a single observer, there was no confirmation by a second observer. A limitation to the human DNA quantification method using a qPCR assay is that it may be sensitive to unknown PCR inhibitors present in greater concentration in the cloudy samples. Participants who had more total DNA as measured by PG also had more human DNA as measured by qPCR, even though the percent of human DNA decreased. As DNA yields from most samples with the recommended saliva volumes are adequate for genotyping, encouraging compliance with the saliva protocol to collect the recommended amount of saliva, and no more, is recommended.
Studies collecting biospecimen samples through the mail have variable return rates, and low biospecimen return rates could be a limitation. A study utilizing a different saliva collection procedure through the mail had an 80% return rate recruiting from a smoking cessation website , while another study using a mouthwash protocol through the mail had a 37% return rate from a cohort of smokers selected from participants of a smoking cessation intervention . A study collecting cigarette smoking survey data and genetic material via buccal cell sampling through the mail had 25% of their total interviewees, representing 45% of those who agreed to receive a buccal cell collection kit, actually return their buccal cell kits . With these reported percentages only representing a subset of the whole study, it is important to show that the biospecimens being analyzed were obtained from a representative sample of the whole study, or to find ways to improve participation in genetic aspects of population or clinically based studies. Having genetic material from a subset of all participants in a study could be a limitation and could potentially bias genetic association results. In our study, those who returned a kit were significantly older than those who did not, and this difference in age should be acknowledged when generalizing genetic association results to the entire COMPASS sample. Other limitations to collecting saliva samples in the mail include the inability to confirm compliance with collection protocols and to confirm that the biospecimen donor is the trial participant.
With numerous methods to quantify DNA, human specific DNA quantification may be the most useful for specific biospecimen types such as saliva and buccal swabs that can contain other non-human or biological contaminants. Although saliva and saliva DNA clarity did not seem to affect the observed genotyping call rate in this study, it is unclear to what degree these variables may affect different quantification methods which may affect input DNA mass and genotyping performance for other genotyping technologies.
Findings from this study show that demographic and behavioral characteristics of smoking cessation trial participants have significant associations with saliva and DNA metrics. Potential saliva donors should be encouraged to provide the recommended amount of saliva, but no more than the recommended amount. Although some participant characteristics are associated with DNA quantity and clarity, the saliva collection process yields an amount of DNA sufficient for genotyping in most samples using TaqMan® SNP and VNTR genotyping assays. Saliva samples collected through the mail can provide high quality DNA for genotyping and allow for easier biospecimen collection which can possibly increase study participation.
This study was sponsored by the National Cancer Institute, R01 CA071358 and National Institute on Drug Abuse U01 DA020830. We would like to acknowledge the efforts of Drs. Susan Zbikowski and Tim McAfee for their contributions to the design and conduct of the COMPASS study. We thank the following people for their time and effort for the telephone recruitment: Gaye Courtney, Peggy Giacalone, and Trish McLeod.
- Landi MT, Caporaso N: Sample collection, processing and storage. IARC Sci Publ. 1997, 223-236.Google Scholar
- Vaught JB: Blood collection, shipment, processing, and storage. Cancer Epidemiol Biomarkers Prev. 2006, 15 (9): 1582-1584. 10.1158/1055-9965.EPI-06-0630.View ArticlePubMedGoogle Scholar
- Iwasiow RM, Desbois A, Birnboim HC: Long-term stability of DNA from saliva samples stored in Oragene®DNA. 2004, Ottawa, Ontario, Canada: DNA Genotek, IncGoogle Scholar
- Ng DP, Koh D, Choo S, Chia KS: Saliva as a viable alternative source of human genomic DNA in genetic epidemiology. Clin Chim Acta. 2006, 367 (1-2): 81-85. 10.1016/j.cca.2005.11.024.View ArticlePubMedGoogle Scholar
- Hansen TV, Simonsen MK, Nielsen FC, Hundrup YA: Collection of blood, saliva, and buccal cell samples in a pilot study on the Danish nurse cohort: comparison of the response rate and quality of genomic DNA. Cancer Epidemiol Biomarkers Prev. 2007, 16 (10): 2072-2076. 10.1158/1055-9965.EPI-07-0611.View ArticlePubMedGoogle Scholar
- Quinque D, Kittler R, Kayser M, Stoneking M, Nasidze I: Evaluation of saliva as a source of human DNA for population and association studies. Anal Biochem. 2006, 353: 272-277. 10.1016/j.ab.2006.03.021.View ArticlePubMedGoogle Scholar
- Reynolds JD, Do TT, Hongo DB, Kuramoto IK, Biggs WH, French CK: Comparison of high density genotyping results from saliva and blood samples on Affymetrix GeneChip® GenomeWide SNP 6.0 arrays. 2007, West Sacramento, CA: Affymetrix Clinical Services Laboratory, Affymetrix, IncGoogle Scholar
- Rogers NL, Cole SA, Lan HC, Crossa A, Demerath EW: New saliva DNA collection method compared to buccal cell collection techniques for epidemiological studies. Am J Hum Biol. 2007, 19: 319-326. 10.1002/ajhb.20586.View ArticlePubMedPubMed CentralGoogle Scholar
- Rylander-Rudqvist T, Hakansson N, Tybring G, Wolk A: Quality and quantity of saliva DNA obtained from the self-administrated oragene method--a pilot study on the cohort of Swedish men. Cancer Epidemiol Biomarkers Prev. 2006, 15 (9): 1742-1745. 10.1158/1055-9965.EPI-05-0706.View ArticlePubMedGoogle Scholar
- Garcia-Closas M, Egan KM, Abruzzo J, Newcomb PA, Titus-Ernstoff L, Franklin T, Bender PK, Beck JC, Le Marchand L, Lum A, Alavanja M, Hayes RB, Rutter J, Buetow K, Brinton LA, Rothman N: Collection of genomic DNA from adults in epidemiological studies by buccal cytobrush and mouthwash. Cancer Epidemiol Biomarkers Prev. 2001, 10 (6): 687-696.PubMedGoogle Scholar
- Garcia-Closas M, Moore LE, Rabkin CS, Franklin T, Struewing J, Ginzinger D, Alguacil J, Rothman N: Quantitation of DNA in buccal cell samples collected in epidemiological studies. Biomarkers. 2006, 11: 472-479. 10.1080/13547500600733820.View ArticlePubMedGoogle Scholar
- Philibert RA, Zadorozhnyaya O, Beach SR, Brody GH: Comparison of the genotyping results using DNA obtained from blood and saliva. Psychiatr Genet. 2008, 18: 275-281. 10.1097/YPG.0b013e3283060f81.View ArticlePubMedPubMed CentralGoogle Scholar
- Walker JA, Hedges DJ, Perodeau BP, Landry KE, Stoilova N, Laborde ME, Shewale J, Sinha SK, Batzer MA: Multiplex polymerase chain reaction for simultaneous quantitation of human nuclear, mitochondrial, and male Y-chromosome DNA: application in human identification. Anal Biochem. 2005, 337: 89-97. 10.1016/j.ab.2004.09.036.View ArticlePubMedGoogle Scholar
- Heintze U: Secretion rate, buffer effect and number of lactobacilli and Streptococcus mutans of whole saliva of cigarette smokers and nonsmokers. Scand J Dent Res. 1984, 92: 294-301.PubMedGoogle Scholar
- Parvinen T: Stimulated salivary flow rate, pH and lactobacillus and yeast concentrations in non-smokers and smokers. Scand J Dent Res. 1984, 92: 315-318.PubMedGoogle Scholar
- Herraez DL, Stoneking M: High fractions of exogenous DNA in human buccal samples reduce the quality of large-scale genotyping. Anal Biochem. 2008, 383: 329-331. 10.1016/j.ab.2008.08.015.View ArticlePubMedGoogle Scholar
- De La Vega FM, Dailey D, Ziegle J, Williams J, Madden D, Gilbert DA: New generation pharmacogenomic tools: a SNP linkage disequilibrium Map, validated SNP assay resource, and high-throughput instrumentation system for large-scale genetic studies. Biotechniques. 2002, 48-50. SupplGoogle Scholar
- Vandenbergh DJ, Bennett CJ, Grant MD, Strasser AA, O'Connor R, Stauffer RL, Vogler GP, Kozlowski LT: Smoking status and the human dopamine transporter variable number of tandem repeats (VNTR) polymorphism: failure to replicate and finding that never-smokers may be different. Nicotine Tob Res. 2002, 4: 333-340. 10.1080/14622200210142689.View ArticlePubMedGoogle Scholar
- George SR, Cheng R, Nguyen T, Israel Y, O'Dowd BF: Polymorphisms of the D4 dopamine receptor alleles in chronic alcoholism. Biochem Biophys Res Commun. 1993, 196: 107-114. 10.1006/bbrc.1993.2222.View ArticlePubMedGoogle Scholar
- Le Marchand L, Lum-Jones A, Saltzman B, Visaya V, Nomura AM, Kolonel LN: Feasibility of collecting buccal cell DNA by mail in a cohort study. Cancer Epidemiol Biomarkers Prev. 2001, 10 (6): 701-703.PubMedGoogle Scholar
- James C, Iwasiow RM, Birnboim HC: Human Genomic DNA Content of Saliva Samples Collected in Oragene®DNA. 2008, Ottawa, Ontario, Canada: DNA Genotek, IncGoogle Scholar
- Hansen HM, Wiemels JL, Wrensch M, Wiencke JK: DNA quantification of whole genome amplified samples for genotyping on a multiplexed bead array platform. Cancer Epidemiol Biomarkers Prev. 2007, 16 (8): 1686-1690. 10.1158/1055-9965.EPI-06-1024.View ArticlePubMedGoogle Scholar
- Etter JF, Neidhart E, Bertrand S, Malafosse A, Bertrand D: Collecting saliva by mail for genetic and cotinine analyses in participants recruited through the Internet. Eur J Epidemiol. 2005, 20: 833-838. 10.1007/s10654-005-2148-7.View ArticlePubMedGoogle Scholar
- Bauer JE, Rezaishiraz H, Head K, Cowell J, Bepler G, Aiken M, Cummings KM, Hyland A: Obtaining DNA from a geographically dispersed cohort of current and former smokers: use of mail-based mouthwash collection and monetary incentives. Nicotine Tob Res. 2004, 6: 439-446. 10.1080/14622200410001696583.View ArticlePubMedGoogle Scholar
- Kozlowski LT, Vogler GP, Vandenbergh DJ, Strasser AA, O'Connor RJ, Yost BA: Using a telephone survey to acquire genetic and behavioral data related to cigarette smoking in "made-anonymous" and "registry" samples. Am J Epidemiol. 2002, 156: 68-77. 10.1093/aje/kwf010.View ArticlePubMedGoogle Scholar
- The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1471-2288/9/71/prepub
This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.