The unsupervised PCA was used to identify potential outliers (acc

The unsupervised PCA was used to identify potential outliers (according to Hotelling’s ellipse and Leverage plot) and natural clusters ( Tres, Ruiz-Samblas, van der Veer, & van Ruth, 2013). PCA revealed the presence of natural clusters for both geographical origin and cultivar type. BMN 673 Eight samples (3 Jazz, 2 Golden Delicious, and 3 Braeburn) were removed from further analyses after classification as outliers. Partial least squares discriminant analysis (PLS-DA) was conducted using the APCI-MS fingerprint (matrix comprised of 202 samples and 120 variables) to

construct the classification models for the verification of the cultivar and geographical provenance of the clarified apple juices. Log transformation, mean centring and auto-scaling of the spectral dataset was applied prior to conducting the PLS-DA analysis. Pretreatment of spectral dataset allowed the removal of the offset from the data, reduced the heteroscedasticity (skewness) of the data and enable comparison of the spectral data based on an equal basis. The entire dataset was divided randomly into subsets that were used for the development of the classification models (143 samples,

70.8% of the total samples, namely internal validation set) and their validation (59 samples, 29.2%, namely external validation set). A leave-one-out (LOO) selleck kinase inhibitor full cross validation was also used to evaluate the performance of the models constructed using the training Nabilone dataset and the optimal number of principle components (PCs) required to achieve the best classification from the constructed models was also calculated. All statistical treatments of the APCI-MS fingerprint were conducted using Unscrambler version 9.7 (Camo A/S, Norway). Sixteen volatile flavour compounds were detected and identified

in the headspace of the fresh monocultivar apple juices (Table 1), the identified compounds were mainly aldehydes, alkyl-esters, alcohols and carboxylic acids. The compositional flavour profile of the apple juices was found to be in accordance with previously published data in apple juices and fresh cut apple samples (Aprea et al., 2011, Aprea et al., 2012, Dimick et al., 1983, Komthong et al., 2007 and López et al., 2007). Granny Smith apple juices were characterised as having the lowest alkyl-esters concentration (with the exception of ethyl hexanoate) and the highest concentration of cis-3-hexen-1-ol and trans-2-hexenal and intermediate concentrations of hexanal, and 2-methylbutanol. Cis-3-hexen-1-ol and trans-2-hexenal are both related with strong green-grassy flavour notes which together with hexanal are considered the main contributor of green flavour in apples and their derivatives (Komthong, Hayakawa, Katoh, Igura, & Shimoda, 2006). Aprea et al.

Ferreyra et al (2007) also observed higher antioxidant activity

Ferreyra et al. (2007) also observed higher antioxidant activity during the initial maturation stages of strawberry cv. Selva. The reduction in antioxidant capacity can be in part explained by the decrease in caffeic acid levels; since this phenolic acid has been shown to possess high antioxidant potential ( Marinova & Yanishlieva, 1992). In addition, Tabart, Kevers, Pincemail, Defraigne, and Dommes (2009) Verteporfin datasheet observed a higher antioxidant potential from catechins, such as gallocatechin and epigallocatechin, in comparison to other phenolic compounds or ascorbic acid. Enzymes corresponding to ADH and AAT act in

a coordinated process in the reduction of aldehydes to alcohols, as well as the transfer of an acetyl group from acetyl-CoA and an acyl group from acyl-CoA to the corresponding alcohols during the biosynthesis of ester volatiles ( Aharoni et al., 2000). Ethyl butanoate, ethyl acetate, and butyl acetate relative content increased during fruit development ( Fig. 3). The increase in the levels of ester volatiles was expected since the aroma of fruit tends to be enhanced during maturation ( Folta and Davis, 2006 and Pérez et al., 1996). Among other volatiles, methyl butanoate, 2-methyl butyl acetate, and hexyl acetate presented less variation throughout development. In agreement AZD6244 purchase with Pérez et al. (1996) who observed an increase in AAT enzyme activity in strawberry cv. Oso Grande and Tudla

during a maturation stage corresponding to stage 4 of the current experiment, the increase in ester production was accompanied by an increase in ADH and AAT transcript accumulation ( Fig. 2E and F). Collectively, results of the present study provide supporting evidence of a synchrony between transcription

and physiological responses Liothyronine Sodium related to sensorial and nutritional changes in strawberry. In addition, these genes involved in cell wall polysaccharides solubilisation (Exp, PL, PME, PG, β-Gal), biosynthesis of phenolic compounds (PAL, ANS), ascorbic acid (LGalDH, GLDH) and aromas (ADH, AAT), emerge as candidate markers for postharvest studies associated with nutritional and sensorial quality changes. To CAPES and CNPq for financial support. “
“The use of propolis is ancient in traditional medicine dating back at least to 300 BC (Ghisalberti, 1979). Today, this resinous bee product continues to be used worldwide, and a broad spectrum of biological activities for propolis has been reported, including anticancer, antioxidant, anti-inflammatory, antibiotic, and antifungal activities (Burdok, 1998 and Marcucci, 1995). The biological effect of propolis is attributed to its natural bioactive chemicals, such as polyphenols, flavonoid aglycones, phenolic acid and their esters, caffeic acid and their esters and phenolic aldehydes and ketones (Orsˇolic & Basˇic, 2003). Recently, attention is being focused on the anti-cancer activity of propolis.

All dependent data were log-transformed to improve normality of t

All dependent data were log-transformed to improve normality of the residuals. Comparisons of least square means (within-group means adjusted for the other effects in Ceritinib research buy the model, i.e. season) were calculated by t-tests. p-Values less than 0.05 were considered significant. Adjustment for correcting for Type I errors (rejection of a null hypothesis that is actually true) was not applied, as any indication of effects of the variables was considered

interesting and there was no reason to be overly cautious. Half the LOD value was used in calculations for samples with concentrations < LOD. The number of such samples was none for PFUnDA, and for the other PFAAs only one sample per chemical. Samples for which the analysis did not meet analytical performance criteria were treated as missing values. A principle

component analysis (PCA) was performed using the SIMCA P + software (Umetrics, Umeå, Sweden, version 12.0.1). In total one hundred observations (mink samples) and twenty x-variables; the variable area, season and age and body condition and the log-transformed concentrations of contaminants were included in the model. All data were centered and scaled selleck chemical prior to modeling. The value of explained variation (R2) was calculated and the estimate of the predictive ability of the model (Q2) was performed by cross validation. In this study, the concentrations of PFCAs in mink from subarctic areas (Table 1) were Buspirone HCl generally higher than those reported in mink from the Canadian arctic, where PFNA was the major contaminant found (mean 16 ng/g), followed by PFOS (8.7 ng/g), PFUnDA (4.3 ng/g), PFDA (3.7 ng/g), PFDoDA and PFTrA (both < 0.5 ng/g) (Martin et al., 2004a). The concentrations of PFOS in our study were similar to concentrations previously reported for mink livers from various locations in the USA; on average 2630 ng/g liver (Giesy and Kannan, 2001) and 74–2370 ng/g (Kannan et al., 2002b).

However, in our study, some mink had extremely high concentrations of PFOS: four mink from the highly anthropogenic inland area (M) with concentrations ranging from 9640 to 21,800 ng/g ww and five mink with concentrations between 2070 and 3740 ng/g ww. Also, in the Skagerrak coast area (K), two mink contained PFOS concentrations of 2580 ng/g and 4490 ng/g. These high concentrations in Swedish mink are among the highest ever reported for this species in the literature. Higher levels of PFOS were only found in mink from Michigan, USA (Kannan et al., 2005) with concentrations of 1280–59,500 ng/g. Other mammals in which high liver PFOS concentrations have been found are wood mice in Belgium with a range of 470–178,550 ng/g (Hoff et al., 2004), otters in Sweden with a range of 19–16,000 ng/g (Roos, 2013), polar bears in East Greenland with a range of 83–3868 ng/g (Dietz et al., 2008), and harbor seals in the German Bight with concentrations up to 3676 ng/g (Ahrens et al., 2009).

Directly linking

diameter and height increment models can

Directly linking

diameter and height increment models can cause feedback problems. Such a link can cause a reversion of observed dependencies of height:diameter ratios on density (Wonn and O’Hara, 2001). Furthermore, a bias in predicting height:diameter ratios can propagate into bias for volume increment predictions. For management applications, the threshold of 80:1 is an important measure of tree and stand stability. For spruce in Arnoldstein, almost all plots are correctly classified with regard to the 80:1 threshold by all four simulators. In contrast, many spruce plots in Litschau are incorrectly classified, which could lead to incorrect management decisions. Nivolumab mw We thank the Austrian Science Fund for the financial support of this research under project number P18044-B06. We greatly appreciate the helpful suggestions of Otto Eckmüllner for this study. We are grateful to Markus Huber for review comments on previous versions of this manuscript. We would also like to thank the two anonymous reviewers for their advice. “
“The authors regret that an error was found in the reference: Sebkova, B., Samonil, P., Valtera, M., Adam, D., Janik, D., 2012. Interaction between tree species populations and windthrow SCH 900776 supplier dynamics in natural beech-dominated forest, Czech Republic.

For. Ecol. Manage. 280, 9–19. The authors would like to apologise for any inconvenience caused. “
“Clearcutting is a widespread forest

harvesting method (Sands, 2005), and has been criticized for causing negative environmental effects (McDermott et al., 2010). As a response to this, a new approach has been introduced during the last 25 years in, e.g. NW USA (Aubry et al., 2004), Canada (Work et al., 2003), Finland, Sweden and Norway (Gustafsson et al., 2010), Estonia (Lõhmus and Lõhmus, 2010), Tasmania (Baker and Read, 2011) and Argentina (Martínez Pastur et al., 2009). It is based on the long-term retention of structures and organisms, Thalidomide such as live and dead trees, at the time of harvest to achieve a level of continuity in forest structure, composition and complexity that promotes biodiversity and sustains ecological functions (Gustafsson et al., 2012). The retention approach is based on the importance for production forestry to emulate patterns and processes from natural forest landscapes. One important function is to enrich structural diversity in the developing stand compared to conventional clearcutting, e.g. to increase the amount of old living trees and also dead wood (Franklin et al., 1997). Other specific aims include to “life-boat” species over the regeneration phase, to increase connectivity in the landscape, to promote species associated with dead and living trees in early successional stages, and to enhance ecosystem functions like herbivory, mycorrhizal processes and tree regeneration (Gustafsson et al., 2010).

There are nine associated verifiers and all except one (“seed sou

There are nine associated verifiers and all except one (“seed source performance”, Table 5) can in principle – as for verifiers of knowledge generation and capacity building referred to above – be evaluated based on background information (NFIs and NFPs), or based on database searches, although some (“use of adapted seed sources” and “use of diverse seed source”) likely will be rather poorly covered. The estimation of verifier “seed source performance” would require a seed testing experiment (which could already have been undertaken as part of the reproductive fitness assessment of indicator “trends in population condition”). Again, the evaluation of these operational indicators is, in principle, straightforward,

although assessment of operational Sunitinib in vitro indicator trends in sustainable use of tree genetic resources may be based only on three out of five dedicated verifiers ( Table 5). All four response–benefit indicators can be assessed Dolutegravir without the need

of an experimental approach, two fully and the other two based on an average of around 75% of the suggested verifiers. Table 5 can be seen as providing indicators for the management of reproductive material coupled with breeding programs, and for the implementation of specific gene conservation programs. This is similar to the current reporting by Forest Europe et al. (2011). It is however important to connect such reporting with a relevant genecological baseline. Our suggested genecological approach is similar to that used by the EU as part of the Marine Strategy Framework Directive (European Commission, 2011). A comparison between these widely different habitats is useful because some marine organisms and trees have similar life history traits such as

long life span, high dispersal ability and large distribution areas. Like marine organisms, forest trees provide ecosystem services of disproportionally large importance relative to their distribution and frequency. Monitoring marine genetic resources is mandated by legislation in the form of an EU Commission decision. The feasibility of applying legislative measures in support of monitoring other types of biodiversity, including forest tree genetic diversity, should be considered. In the forestry sector, such an approach could be combined RVX-208 with the regulation of forest reproductive material (FRM). Statistics on the use of forest reproductive material (e.g., seed sources) over time would not be enough to assess trends in tree genetic diversity. However, when statistics exist on the use and trade of FRM, and when provenances are delineated and their diversity is estimated, such an indicator may be useful. Regions of provenances and the mandatory use of passport data on geographic origin should therefore be established where they do not exist and statistics on FRM collection and trade should be compiled (see also Koskela et al.

There is always a potential risk for alliance ruptures or alienat

There is always a potential risk for alliance ruptures or alienating one or more members of the family when multiple family members are involved, particularly when the primary

reason for referral is youth school attendance. Group leaders in the skills group were careful to iterate repeatedly that DBT skills were useful for all and reinforced this notion by pushing each attendee, parents and youth, to disclose examples to connect the material to their personal lives. Experientially, this approach worked to engage the parents in the group and many disclosed the personal relevance of the skills. However, the youth appeared to be less engaged in the group over time (there were twice as many adults in the room as youth), and one member dropped out after one group meeting because she preferred youth-only groups. Original multi-family Caspase inhibitor Nintedanib in vivo groups of DBT (Miller et al., 2007) included parents and youth in the same group, but future trials of DBT-SR might experiment with having youth-only and parent-only groups. In individual and WBC sessions, therapists felt they heavily relied on coaching parents to administer DBT interventions with the youth. Many WBC sessions

were used to coach parents as the youth refused to come to the computer. The therapist for Lance felt that this alienated the client and challenged their working alliance. This dynamic was particularly exacerbated by the need to strengthen both parents’ skills in coaching sessions. GBA3 There were multiple instances where Lance re-directed the therapist’s coaching efforts toward the mother, as he believed she needed the most help. The therapist for Ricky felt they were

able to balance the structure better, because the youth accepted the need for help more. Future versions of DBT-SR might incorporate techniques from interventions focused on oppositional behavior and parent-youth interactions (e.g., Parent Child Interaction Therapy, Parent Management Therapy) to better accommodate these dynamics. What to Do about Attendance Rules? Traditional DBT applies strict attendance rules for continued participation in the skills group and individual therapy (“the four miss rule” in standard DBT which states that a client is out of DBT if they miss four individual or group sessions in a row; DBT-A states that a participant can miss up to four individual sessions or groups within the 16-week treatment before they are terminated from treatment). Parent attendance at skills groups and individual sessions was adequate, if not perfect, but youth attendance at skills groups was poor and intermittent in individual/WBC sessions. In considering whether we should apply a hard rule for attendance consistent with the DBT model, we were forced to account for the nature of the problem we were treating.

The family Psychodidae, within which phlebotomines flies are clas

The family Psychodidae, within which phlebotomines flies are classified, is very old and maintains some of the most ancient dipteran characters. Members of the family are distinguished by a dense covering of narrow scales on head, thorax, legs, and wing veins. Of the five psychodid subfamilies, only the Phlebotominae have piercing mouthparts capable of taking blood. Furthermore, the phlebotomines tend to have an elongate and more fragile structure, in contrast to a squatter and more robust appearance of the other psychodid flies. Phlebotomine

sandflies are small with a body length seldom exceeding 1.5–3 mm ( Fig. 2). Their colour ranges from almost white to almost black. Three features of phlebotomines are characteristic to distinguish them from http://www.selleckchem.com/HSP-90.html other members of the Psychodidae: (1) when at rest, they hold their wings at an angle above the abdomen; (2) they are hairy; and (3) when alighting to engorge, they typically hop around on the host before settling down to bite. The hopping behaviour has given rise to the assumption that they do not disperse far from breeding sites. However, R428 supplier one species (Phlebotomus ariasi) has been shown to move further than 2 km, although several studies show that the distance varies with species and habitat and that maximum

dispersal seldom exceeds one kilometer. Preliminary studies with a wind tunnel suggest that their maximum flight speed is a little less than 1 m/sec. Unlike mosquitoes, their attack is silent. They are crepuscular-nocturnal but some may bite during daylight. Females of most

species are predominantly exophagic (biting outdoors) and exophilic (resting outdoors during the maturation of eggs) and cannot be effectively controlled by house spraying with insecticides. In contrast, species which are endophilic (resting indoors during the maturation of eggs) can be attacked this way ( Killick-Kendrick, 1999). Sandflies are distributed throughout the world in tropical and subtropical, arid and semi-arid areas and temperate zones. Both males and females feed on sugar sources in the wild, but only females take a blood meal prior to laying their eggs in terrestrial microhabitats that are rich in organic matter SPTLC1 such as soil and animal burrows, which serves as nutrient for the larvae (Alexander, 2000). Autogeny is also seen (Lewis, 1971). Their life cycle commences with the egg, followed by four larval instars, then pupae and finally the adult stage. Egg and larval dormancy and diapause have been reported for sandflies (Ready, 2013). Diurnal resting places are cool and humid environments (Killick-Kendrick, 1999). They can locate around resting places in large numbers. Possible resting sites include animal barns (inside/outside), houses (inside/outside), poultry houses (inside/outside), caves, tree holes, leaf litter, and spaces between or under rocks, animal burrows, and rock crevices, holes of walls and among vegetation.

4) DEXA, but not OA, reduced IL-6 and KC levels as compared with

4). DEXA, but not OA, reduced IL-6 and KC levels as compared with CLP–SAL (Fig. 4). No significant changes in the level of IL-10 Roxadustat nmr in BALF were observed among the groups (Fig. 4). In the present experimental model of sepsis induced by CLP in mice: (1) a single dose of OA (10 mg/kg) or DEXA (1 mg/kg) prevented impairment in lung mechanics, reduced alveolar collapse and neutrophil infiltration, and attenuated

cell apoptosis in the lung, kidney, and liver; (2) DEXA, but not OA, significantly decreased IL-6 and KC protein levels in BALF; and (3) OA, but not DEXA, increased SOD and prevented the increase in iNOS mRNA expression in lung tissue. The CLP model is considered to be the crucial preclinical test for any new treatment of human sepsis (Matute-Bello et al., 2001 and Lang and Matute-Bello, 2009), since it involves similar inflammatory and oxidative pathways (Orfanos et al.,

2004). The doses of OA and DEXA used in the current investigation were based on pilot studies considering improvement in lung function (data not shown). Dexamethasone was chosen rather than other corticosteroids that could reach superior pulmonary concentration, such as methylprednisolone SCR7 (Greos et al., 1991), owing to its intraperitoneal absorption characteristics, which are comparable to those of OA (Engelhardt, 1987). The dose of dexamethasone used herein was 1 mg/kg, which also improved lung morphofunctional variables in paraquat-induced lung injury (Santos et al., 2011). Two inflammatory pathways (Lang et al., 2002, Thimmulappa et al., 2006a, Thimmulappa

et al., 2006b and Guo and Ward, 2007) were analyzed to evaluate the mechanisms of action of OA and dexamethasone in sepsis. The first pathway is associated with the inhibition of signaling by NF-κB, modulating pro-inflammatory and anti-inflammatory Interleukin-2 receptor mediators. The pro-inflammatory cytokines KC and IL-6 play important roles in the immune response in sepsis (Andaluz-Ojeda et al., 2012 and Reinhart et al., 2012). KC possesses potent chemotactic activity for neutrophils (Watanabe et al., 1991) and has been suggested as an important mediator of tissue damage. IL-6 is elevated in septic patients and correlates with severity and outcome (Kantar et al., 2000). IL-10 is expressed in high concentrations during sepsis and can downregulate expression of TNF-α as well as other inflammatory cytokines (Marchant et al., 1994). The second pathway is associated with mechanisms related to oxidative stress. In this line, transcription factor Nrf2, the antioxidant enzymes GPx, CAT, and SOD, and iNOS were measured. Nrf2 regulates antioxidant defenses that protect against inflammation by inhibiting oxidative tissue injury (Kong et al., 2011). GPx acts as a reducing system for H2O2, and eliminates several toxic peroxides, preventing lipid peroxidation (Comhair and Erzurum, 2002). CAT catalyzes H2O2 dismutation and is more effective in the presence of high H2O2 concentrations.

e , an inheritance Although this leaves open the possibility tha

e., an inheritance. Although this leaves open the possibility that “legacy sediment” simply refers to something from the past, all sediment results from past processes, so legacy sediment would be redundant in that sense. Thus, when the phrase LS is used without definition or contextual explanation, a more specific meaning is implied. In general, an anthropogenic origin may be implicit, Veliparib given the definition

of legacy as something ‘from an ancestor or predecessor;’ i.e., it may logically follow that human agency was involved. In this sense, and building upon recent usage of the term, LS resulted, at least in part, from anthropically accelerated sediment production. Although “legacy” has been used in different contexts

to describe naturally produced sediment; e.g., a legacy of climate change, the phrase, LS, by itself should be used to imply that humans played a substantial role in the processes that generated the sediment. Definitions that have been given for LS vary but usually indicate a post-colonial age of alluvium in North America (e.g., Niemitz et al., 2013). Many questions about the specific source, physical character, extent, or location of LS have not been addressed. For example, does the definition of LS apply narrowly to agriculturally derived alluvium, or does it include other land uses such as logging and mining? Does it include colluvium on hillslopes and fans? Is LS defined by its lithologic or chronologic characteristics? Proteasome inhibitor If LS is a lithologic unit, is it restricted to the anthropogenic component of the sediment or is the diluted mass considered to be a LS deposit as a whole? Since LS is usually mixed with sediment from other sources, what proportion of anthropogenic sediment is required for the deposit to be considered LS? Or how intensive must land-use change have been in how much of

the catchment? If Decitabine LS is a chronologic unit that begins with the onset of settlement, does it stop being formed with primary deposition, or does it continue to propagate through reworking? Is there a minimum thickness to LS or are areas of deposits included that pinch out laterally or longitudinally? Is there a minimum extent? Specifying answers to all of these questions is not necessary for a broad concept of LS to be useful, but the questions demonstrate vagueness often associated with the present use of the term and the need for a definition that provides some clear constraints. A Legacy Sediment Workgroup—established by the Pennsylvania Department of Environmental Protection (PDEP) to evaluate historical alluvium in Pennsylvania—generated two definitions of LS for use within the Pennsylvania regional context.

The map of total caesium activities in soils of the study area wa

The map of total caesium activities in soils of the study area was drawn by performing ordinary kriging on the MEXT soil database (Fig. 1, Fig. 2 and Fig. 7). A pure nugget (sill = 1.07 × 109Bq2 kg−2) and a Gaussian model (anisotropy = 357°, major range = 69,100 m, minor range = 65,000 m and partial sill = 1.76 × 109 Bq2 kg−2) were nested into the experimental variogram (Fig. S1). This high nugget value may be influenced by

the limited spacing between MEXT sampling locations (ca. 200 m) that did not allow to assess the very close-range spatial dependence of the data, and by the impact of vegetation cover variations on initial fallout interception. Nevertheless, the resulting initial soil contamination Everolimus solubility dmso map was considered to be relevant, as the mean error was close to zero (−1.19 Bq kg−1) and the ratio of the mean squared error to the kriging variance remained close to unity (0.99). Supplementary Fig. I.   Semivariogram of total radiocaesium activities (dots) and theoretical model fits (solid lines). Eight months after the accident, main anthropogenic gamma-emitting radionuclides detected in river sediment across the area were 134Cs, 137Cs and 110mAg. Trace levels in 110mAg (t1/2 = 250 d) were previously measured in soils collected near the power plants ( Tagami et al., 2011 and Shozugawa et al., 2012) as well

as in PCI-32765 order zooplankton collected off Japan in June 2011 ( Buesseler et al., 2012), but a set of systematic 110mAg measurements conducted at the scale of entire catchments had not been provided so far. This anthropogenic radioisotope is a fission product derived from 235U, 238U or 239Pu ( JAEA, 2010). It is considered to have a moderate radiotoxicity as it was shown to accumulate in certain tissues such as in liver and brain of sheep and pig ( Oughton, 1989 and Handl et al., 2000). This radioisotope was observed shortly after Chernobyl

accident but, in this latter context, C-X-C chemokine receptor type 7 (CXCR-7) it was rather considered as an activation product generated by corrosion of silver coating of primary circuit components and by erosion of fuel rod coatings containing cadmium ( Jones et al., 1986). The presence of 125Sb (t1/2 = 2.7 y), which is also a fission product, was also detected in most samples (1–585 Bq kg−1; data not shown). All other short-lived isotopes (e.g., 131I [t1/2 = 8d], 136Cs [t1/2 = 13 d], 129mTe [t1/2 = 34 d]) that were found shortly after the accident in the environment were not detected anymore in the collected sediment samples ( Shozugawa et al., 2012). By November 2011, 134+137Cs activities measured in river sediment ranged between 500 and 1,245,000 Bq kg−1, sometimes far exceeding (by a factor 2–20) the activity associated with the initial deposits on nearby soils ( Fig. 2). This result confirms the concentration of radionuclides in fine river sediments because of their strong particle-reactive behaviour ( Tamura, 1964, Whitehead, 1978 and Motha et al., 2002).