Linking biological samples found at a crime scene with the actual crime event represents the most important aspect of forensic investigation, together with the identification of the sample donor. While DNA profiling is well established for donor identification, no reliable methods exist for timing forensic samples. Here, we provide for the first time a biochemical approach for determining deposition time of human traces. Using commercial enzyme-linked immunosorbent assays we showed that the characteristic 24-h profiles of two circadian hormones, melatonin (concentration peak at late night) and cortisol (peak in the morning) can be reproduced from small samples of whole blood and saliva. We further demonstrated by analyzing small stains dried and stored up to 4 weeks the in vitro stability of melatonin, whereas for cortisol a statistically significant decay with storage time was observed, although the hormone was still reliably detectable in 4-week-old samples. Finally, we showed that the total protein concentration, also assessed using a commercial assay, can be used for normalization of hormone signals in blood, but less so in saliva. Our data thus demonstrate that estimating normalized concentrations of melatonin and cortisol represents a prospective approach for determining deposition time of biological trace samples, at least from blood, with promising expectations for forensic applications. In the broader context, our study opens up a new field of circadian biomarkers for deposition timing of forensic traces; future studies using other circadian biomarkers may reveal if the time range offered by the two hormones studied here can be specified more exactly.
The online version of this article (doi:10.1007/s00414-010-0457-1) contains supplementary material, which is available to authorized users.
Time estimation of a biological trace found at a crime scene represents one of the most important aspects in forensic casework, together with identification of the trace donor by DNA profiling. Knowledge about trace timing allows decisions to be made regarding whether the identified donor could potentially be the perpetrator and may also help to find potential eye witnesses or additional suspects. In principle, time aspects of crime scene samples can be seen from two sides. One side addresses the question of the time interval a sample was present at the crime scene, which may be addressable by differential degradation of biomarkers, such as different kinds of RNAs, but more detailed studies on this issue are needed [
The 24-h day–night rhythm has always been the most reliable environmental cue for life on earth. Behavioural characteristics, metabolism and body functions are adjusted constantly to changing light and dark periods [
In this study, we investigated the feasibility of using circadian hormones, such as melatonin and cortisol, for estimating trace deposition time. We employed commercially available enzyme-linked immunosorbent assays (ELISA) easily applicable in forensic laboratories. To our knowledge, this is the first study exemplifying that deposition time of forensic traces can be estimated by means of circadian biomarkers, although the use of melatonin for time of death estimation has been described before [
All samples investigated in this study were collected during an 8-week period in July to September 2009.
Three volunteers (two males, one female) under informed consent provided blood and saliva samples collected at the approximate peak and trough times of the two hormones of interest (cortisol: two males, 7–8 a.m. and 11–12 p.m.; melatonin: one male and one female, 3–4 a.m. and 3–4 p.m.). Two blood samples were collected per time point (one for serum preparation, one for sonication) by means of finger-pricks using contact-activated lancets (Becton Dickinson B.V., Breda, the Netherlands), and one saliva sample per time point was collected. Serum was obtained from coagulated blood samples after centrifugation for 10 min at 15,000×
Six volunteers (four females, two males, mean age ± SD: 32 ± 6 years) under informed consent provided blood and saliva samples from seven time points throughout the day, starting at 11 a.m. and subsequently every 4 h until 11 a.m. the next day. For collection of the 11 p.m. and 3 a.m. samples, only one dim light source was allowed to prevent melatonin suppression. Approximately 1 ml of saliva and 40 μl of whole blood (via finger-prick) were collected. All samples were kept at 4°C until the end of the sampling period and processed immediately afterwards. Sample volunteers were additionally asked to complete the Munich Chronotype Questionnaire to assess individual chronotypes before participating in the study to exclude the possibility of incorporating extreme (and rare) chronotypes [
A preliminary analysis was performed using blood samples with stains dried overnight on cotton and parafilm. Results were compared with samples deposited in tubes taken simultaneously and kept at room temperature before processing. To study the stability or degradation of biomolecules, three volunteers under informed consent provided blood and saliva samples at the approximate melatonin peak time (collection in dim light), and two of these subjects also provided samples within the approximate cortisol peak time. For melatonin analysis, seven blood samples (30 μl each) and seven saliva samples (140 μl each) were collected by each subject either on parafilm (one subject) or cotton (two subjects). An additional blood and saliva sample of the same volume was collected into a 1.5 ml reaction tube as reference. For cortisol analysis, seven blood samples (10 μl each) and seven saliva samples (80 μl each) were collected by each volunteer either on parafilm or cotton (one subject each), with reference samples collected in reaction tubes. Samples were kept at room temperature for 0, 1, 4, 7, 14, 21 and 28 days before storing at −80°C until processing. Tube samples were frozen together with the dried T0 (time-point 0) samples. One cotton sample set for melatonin analysis was kept in the dark to control for light-dependent melatonin degradation; all other sets were kept in natural light conditions. Samples were kept on ice during preparation to reduce further degradation. Tube samples were treated as described above, with the exception that the blood tube samples were pre-diluted with ice-cold buffer for sonication due to the small sample volume. Blood and saliva stains were washed off from parafilm with an amount of buffer equal to the volume of the corresponding (pre-diluted) tube samples, and transferred into 1.5 ml reaction tubes. Cotton stains were cut into small pieces and transferred into 1.5 ml reaction tubes. The same amount of buffer was added, and samples were vortexed for 40 s. After brief centrifugation, the supernatants were collected. To maximize the yield, the initial reaction tubes were perforated at the bottom, and placed into the tubes containing the respective supernatants. The piggyback tubes were then placed into 50 ml reaction tubes and centrifuged for 10 min at 2,300×
The commercially available ELISA kits employed in this study are designed to measure either serum/plasma or saliva/diluted serum, with the difference that the latter kits are far more sensitive (analytical sensitivity according to manufacturer: melatonin: 1.6 pg/ml for serum assay versus 0.3 pg/ml for saliva assay; cortisol: 2.5 ng/ml for serum assay versus 0.3 ng/ml for saliva assay; for more information on precision and accuracy, please refer to the respective manuals [
Two different cortisol ELISA kits were employed: one designed for the determination of cortisol in human saliva and diluted serum (Cortisol ELISA, RE 52611, IBL, Hamburg, Germany) and the other one designed for the determination of cortisol in human serum and plasma (Cortisol ELISA, RE 52061, IBL, Hamburg, Germany). Both assays were performed according to the manufacturer’s instructions. To test the comparability and sensitivity of the assays, and to determine the optimal working conditions, serum and whole blood samples were measured with both ELISA kits in different dilutions, whereas saliva samples were only tested with the saliva kit in different dilutions. All dilutions were prepared with the zero-standard supplied with the respective kit. All samples, standards, and controls were assayed in duplicate and measured at 450 nm in a plate reader (Varioskan Flash, Thermo Scientific, Breda, the Netherlands).
Melatonin content in whole blood, serum, and saliva samples was determined with a commercially available ELISA kit (Non-Extraction Melatonin Saliva ELISA, IBL, Hamburg, Germany). We refrained from testing the serum kit (Melatonin ELISA, IBL, Hamburg) due to the large sample volume needed for this assay. Serum and blood samples (70 μl each) were diluted in ddH2O (double-distilled water, to a final volume of 450 μl) and subjected to C18-reversed phase columns (IBL, Hamburg, Germany) according to the manufacturer’s instructions for melatonin extraction. Dried extracts were reconstituted in ddH2O and assayed immediately in different dilutions per sample. All dilutions were prepared with the zero-standard supplied with the kit. All samples, standards, and controls were assayed in duplicate and according to the manufacturer’s instructions. Measurement wavelength was 450 nm (Varioskan Flash, Thermo Scientific, Breda, the Netherlands).
Total protein concentrations of serum, blood, and saliva samples were determined using a commercially available kit with bovine serum albumin as a standard (Coomassie Protein Assay Kit, Pierce, Etten-Leur, the Netherlands) in a microplate format, according to the manufacturer’s instructions. In order to be within the working range of the standard protocol, 1 μl of blood and 5 μl of saliva samples were diluted in 199 μl and 5 μl ammonium acetate buffer (0.1 M, pH 6.8), respectively, containing protease and phosphatase inhibitors (Halt™ Protease and Phosphatase Inhibitor Cocktail, Pierce, Etten-Leur, Netherlands), further on just referred to as ‘buffer’. Standards were prepared with the same buffer; all samples and standards were measured in duplicate (5 μl per well) at 595 nm (Varioskan Flash, Thermo Scientific, Breda, Netherlands).
Melatonin profiles were subjected to single-cosinor analysis with a 24-h period for determination of rhythmicity [
First, samples (serum, blood and saliva) were tested with a commercially available ELISA designed for determination of cortisol in human saliva and diluted serum samples. Optimal dilutions for serum and blood were found to be 1:50, confirming the manufacturer’s information on assay sensitivity for serum. For saliva, a 1:1 dilution was chosen.
Second, the same serum and blood samples were subjected to a commercially available ELISA designed for determination of cortisol in human serum and plasma samples. Values obtained for serum and blood from the two different ELISAs were strongly correlated (
Third, all three sample types were subjected to a commercially available ELISA designed for determination of melatonin in human saliva. Optimal dilutions were determined as 1:10 for blood, and 1:1 for saliva. On average, melatonin concentrations obtained from blood reached 89% ± 3% (mean ± SD) of the corresponding serum concentrations using the 1:10 dilution. Corresponding values of the same individual and time point for saliva and whole blood were significantly correlated for both melatonin and cortisol (
All further experiments were conducted using the optimal working dilutions as stated above for both melatonin and cortisol from saliva and whole blood samples; for cortisol only the saliva ELISA was used in the following because of its higher sensitivity.
Total protein concentration in the 24-h serial blood samples was measured to determine its potential use as a normalization parameter in the circadian hormone analyses. Remarkably stable total protein concentrations were obtained both within and between subjects (Fig. Twenty-four-hour profiles of total protein concentrations in blood samples from six individuals and the respective mean (±SD) values Twenty-four-hour profiles of cortisol concentrations in blood samples from six individuals and the respective mean (±SD) values; a reference curve ( Twenty-four-hour profiles of melatonin concentrations in blood samples from six subjects and the respective mean (±SD) values; a reference curve (
A preliminary analysis of blood samples dried overnight on porous (i.e. cotton) and non-porous (i.e. parafilm) surfaces was performed and results were compared with those from fresh samples taken simultaneously to obtain information on the transferability of established protocols. Total protein recovery from dried blood showed no significant concentration difference to that obtained from fresh blood (mean fresh blood: 216 ± 56 mg/ml; mean dried blood: 200 ± 42 mg/ml). The same was found for cortisol (mean fresh blood: 98.0 ± 0.3 ng/ml; mean dried blood: 101.5 ± 8.4 ng/ml) and melatonin (mean fresh blood: 39.0 ± 5.8 pg/ml; mean dried blood: 25.1 ± 14.5 pg/ml).
For time-wise stability testing, blood stains on cotton and parafilm of three individuals were kept at room temperature for up to 28 days. Total protein concentrations from aged blood samples of most individuals showed little variation over the entire sample storage period (Fig. Total protein concentrations obtained from five sets of dried blood stains in six time intervals over a period of 4 weeks, and the respective mean (±SD) values; statistically significant decay of individual concentration values are indicated with *
Although in fresh saliva samples total protein concentration was lower and more variable during the 24-h period compared with blood samples, with highly significant inter-individual differences (
Determination of total protein concentration from dried saliva stains revealed highly divergent results (data not shown). Two of the sample sets showed a significant decline of melatonin concentration with sample storage time (D1:
With this study, we demonstrate for the first time the feasibility of estimating deposition time of biological traces by means of circadian biomarkers. Our approach includes determination of melatonin and cortisol concentrations and their normalization against total protein concentration to control for variation in sample input. This biochemical tool is expected to enable a forensic researcher to narrow down the time of deposition of a trace sample collected at a crime scene to either late night (melatonin) or early morning (cortisol). We chose a simple method based on ELISA because (1) it allows the use of commercially available assays that are fully established in clinical diagnostics including quality control, (2) sample processing is straight-forward and (3) only basic laboratory equipment is needed. Alternatives for hormone quantifications include chromatographic methods such as GC/MS or LC/MS. Studies of human circadian rhythms aiming to establish biological relationships normally involve strictly controlled laboratory conditions (i.e. control of lighting levels, food intake, posture, sleep etc.) for sampling, including also the so-called constant routine protocol, which is used to unmask endogenous rhythms from any confounding factors [
One key aspect of the ELISA assay applicability testing was downscaling of the sample volumes necessary for the assays to meet requirements of forensic trace analysis. With the almost perfect correlation of the values obtained for the same blood and serum samples using two different cortisol ELISA kits, we were able to achieve this goal with only 1 μl of sample (instead of 20 μl) needed. In addition, in order to use whole blood samples with the melatonin saliva kit employed in this study, melatonin was extracted from the samples to prevent matrix problems and false measurements before applying the samples to the ELISA plate. This extraction procedure has already been proven as feasible approach using homogenized tissue of post-mortem human pineal glands [
The highly significant correlations between corresponding values for saliva and blood for both melatonin and cortisol are in agreement with previously published data comparing hormone concentrations between blood, serum, and saliva [
The 24 h profiling for total protein concentration and hormone levels could be successfully performed for blood samples. The finding of a remarkably stable total protein concentration during the entire day–night period, both within and between subjects, is in agreement with previous data on serum and cellular blood components [
Our preliminary blood stain analysis revealed a good transferability of the methods established on fresh blood. Surprisingly, the recovery rate of total protein and cortisol came very close to the reference tubes from freshly frozen samples, independent of the surface material. For melatonin, the recovery rate was lower (although not statistically significant). As expected, resolubilisation of dried blood was achieved more easily from non-porous surfaces. When testing blood samples stored up to 4 weeks, total protein concentrations were in general surprisingly stable across the entire time period within and between individuals. As such, we conclude that the use of this parameter for normalization is a valid approach for forensic samples, at least within the storage time limit of 4 weeks tested in our study. This conclusion was strengthened by the highly significant correlations found for measured against normalized values for both hormones. In our hands, melatonin concentrations from blood samples did not decrease significantly with sample storage time of 4 weeks after normalization, which is in line with previous data on post-mortem melatonin degradation [
One interesting question raised by our study is whether the same stain sample can be used for multiple purposes. To test this, we used part of the melatonin extraction column flow-through from two 20 µl fresh blood samples for DNA extractions applying the QIAamp DNA Micro extraction system (Qiagen), and were able to generate complete DNA profiles with the AmpF
In general, the situation in saliva turned out to be more difficult compared to whole blood, providing less consistent and firm results. The large differences observed in total protein concentrations within and between individuals confirm previous findings, and do not allow recommending this parameter for normalization [
It shall be mentioned that the use of the circadian hormones melatonin and cortisol in future forensic applications is not without limitations. One aspect is that some individuals represent extreme chronotypes (‘owls’ or ‘larks’; approximately 2% of the population, not part of our study) with significantly shifted profiles in their circadian rhythms. Furthermore, night-time melatonin biosynthesis is suppressible by exposure to light [
Despite of the potential caveats listed we believe that the presented approach based on the circadian hormones melatonin and cortisol bears large potentials for a first estimation of the time a biological trace was deposited at a crime scene, which can provide crucial information for solving crimes. Systematic studies in search for more circadian biomarkers shall be carried out in the future to see if the time range offered by the two hormones studied here can be specified more exactly. In addition, our approach may be transferable to forensic cases involving whole bodies rather than traces: Pineal melatonin content has been suggested as an additional indicator for estimating time of death [
Below is the link to the electronic supplementary material.
(PDF 101 kb)
The authors thank all the volunteers contributing to this study. Mijke Visser is thanked for performing RNA extractions and mRNA profiling for blood identification. We thank Prof. Debra J. Skene for helpful comments on the manuscript as well as the anonymous reviewers for constructive criticism.
This work was supported by the Netherlands Forensic Institute (NFI), and received additional support by a grant from the Netherlands Genomics Initiative (NGI)/Netherlands Organization for Scientific Research (NWO) within the framework of the Forensic Genomics Consortium Netherlands (FGCN).
Enzyme-linked immunosorbent assay
Radioimmunoassay
Time point
An erratum to this article can be found at