Dinucleotide microsatellite loci isolated from flowering dogwood (Cornus florida L.)

We report eight variable dinucleotide microsatellite loci cloned from flowering dogwood (Cornus florida L.) using a biotin enrichment protocol. Degenerate oligonucleotide primer‐polymerase chain reaction (DOP‐PCR) was used to generate a population of DNA fragments, from which adenine‐cytosine dinucleotide (AC) and adenine‐guanine dinucleotide (AG) repeats were captured using biotinylated probes and streptavidin coated magnetic particles. The captured fragments were cloned into plasmids, and the plasmid library was screened for microsatellites using a simple PCR technique. Selected plasmids were sequenced, and PCR primers were designed and optimized using a thermal‐gradient thermocycler. The loci reported are highly variable with an average of 9.25 allele per locus and an average heterozygosity of 0.84.     

Development and characterization of simple sequence repeats for flowering dogwood (Cornus florida L.)

Abundant, codominant simple sequence repeats (SSRs) markers can be used for constructing genetic linkage maps and in marker-assisted breeding programs. Enrichment methods for SSR motifs were optimized with the ultimate aim of developing numerous loci in flowering dogwood (C. florida L.) genome. Small insert libraries using four motifs (GT, CT, TGG, and AAC) were constructed with C. florida ‘Cherokee Brave’ deoxyribonucleic acid (DNA). Colony polymerase chain reaction (PCR) of 2,208 selected clones with three primers we reported previously indicated that 47% or 1,034 of the clones harbored one of the four targeted SSR motifs. Sequencing the putative positive clones confirmed that nearly 99% (1,021 of 1,034) of them contained the desired motifs. Of the 871 unique SSR loci, 617 were dinucleotide repeats (70.8%), and 254 were trinucleotide or longer repeats (29.2%). In total, 379 SSR loci had perfect structure, 237 had interrupted, and 255 had compound structure. Primer pairs were designed from 351 unique sequences. The ability of the 351 SSR primer pairs to amplify specific loci was evaluated with genomic DNA of ‘Appalachian Spring’ and ‘Cherokee Brave’. Of these primers, 311 successfully amplified product(s) with ‘Cherokee Brave’ DNA, 21 produced weak or faint products, and 19 did not amplify any products. Additionally, 218 of the 311 primers pairs revealed polymorphisms between the two cultivars, and 20 out of 218 primers detected an average of 13.7 alleles from 38 selected Cornus species and hybrids. These SSR loci constitute a valuable resource of ideal markers for both genetic linkage mapping and gene tagging of flowering dogwood. Electronic supplementary material  The online version of this article (doi:) contains supplementary material, which is available to authorized users.     

Physiological responses of dogwood (Cornus florida) to infestation by the dogwood borer (Thamnosphecia scitula)

Studies of a healthy dogwood tree ( Cornus florida ) and one suffering from a chronic infestation of Thamnosphecia scitula revealed some physiological responses of dogwood to insect damage. In high light the stomatal resistances, measured with a diffusion porometer, of leaves from the infested tree were more than double those of leaves from the healthy tree, indicating that the stomata were not open as wide in the infested tree. The greater stomatal resistance and the curling of leaves from the infested tree implied a deficiency of water, but measurements with a pressure chamber revealed only slight differences in dehydration between the two trees. Furthermore, the leaf curling was not relieved by allowing infested leaves to absorb water and attain full turgor. Leaves from the infested tree contained 35 % more reducing sugars and 63 % more sucrose, but only about half the nitrogen and ash of the healthy counterparts. Photosynthesis was significantly depressed, but dark respiration was not modified in leaves of infested compared with healthy trees. Leaves from the infested tree were 85 % as large and exhibited a 35 % greater specific leaf weight than those from the healthy tree. The conductance of water by stems from the infested tree was only 61–78 % of that by the healthy tree. It is suggested that the inferred disruption of the vascular system by insect activity alters the distribution of minerals and metabolites, hastens senescence and stomatal closure, and modifies growth by diminishing stem conductance, slowing photosynthesis, reducing leaf area, and changing leaf morphology.     

Microsatellites from kousa dogwood (Cornus kousa)

Microsatellite loci were identified from Cornus kousa'National'. Primer pairs for 86 loci were developed and of these, eight were optimized and screened using genomic DNA from 22 kousa cultivars. All optimized loci were polymorphic and the number of alleles per locus ranged from three to 17. Observed heterozygosity ranged from 0 to 0.3 and expected heterozygosity ranged from 0.38 to 0.91. These microsatellites will be useful in population studies, and a breeding programme for cultivar development of Cornus species.     

Antagonist effects of non-host fruit volatiles on discrimination of host fruit by Rhagoletis flies infesting apple (Malus pumila), hawthorn (Crataegus spp.), and flowering dogwood (Cornus florida)

In previous flight‐tunnel tests Rhagoletis pomonella (Walsh) (Diptera: Tephritidae) flies originating from domestic apple (Malus pumila), hawthorn (Crataegus spp.), and flowering dogwood (Cornus florida), displayed greater numbers of upwind flights to blends of volatiles identified from their natal fruit compared to non‐natal fruit. Here, we show that when certain non‐host volatiles were added to the host blend, significantly fewer apple, hawthorn, and dogwood flies exhibited sustained upwind flight to the source. Specifically, the upwind flight of apple flies to the apple blend was significantly antagonized by the addition of the hawthorn or dogwood blends, the addition of 3‐methylbutan‐1‐ol alone (a key volatile for hawthorn and dogwood flies), or the combination of 3‐methylbutan‐1‐ol and another key dogwood volatile, 1‐octen‐3‐ol. Similarly, the upwind flight of dogwood and hawthorn flies to their respective natal blends was antagonized by the addition of the apple blend or the key apple volatile butyl hexanoate. Experiments were also conducted to determine whether non‐natal fruit volatiles could disrupt the close‐range flight response of flies to the visual stimulus of fruit alone, represented by an odorless red sphere. Tests with apple‐origin flies showed that when the hawthorn blend, the dogwood blend, or the key antagonist volatiles from each (3‐methylbutan‐1‐ol and 1‐octen‐3‐ol) were added to a red sphere fruit mimic, significantly lower proportions of flies were captured, compared with captures when no odor was present. Our results support the hypothesis that agonist and antagonist properties of fruit volatiles can play an important role in host recognition/discrimination by Rhagoletis flies.     

Micropropagation of Bambusa edulis through nodal explants of field-grown culms and flowering of regenerated plantlets

Nodal explants obtained from 10-year-old field-grown culms of Bambusa edulis produced multiple shoots on a Murashige-and-Skoog-based medium supplemented with 0.1 mg/l of thidiazuron (TDZ). Hundreds of regenerated shoots rooted well on a medium supplemented with 0.01 mg/l TDZ and 0.5 mg/l 2,4-dichlorophenoxyacetic acid and were successfully transferred to soil for field trials. Albinism occurred at the rate of about 30% among the regenerated shoots, and isolated albino shoots also proliferated on the medium containing TDZ. Some of the green and albino shoots also flowered on the medium containing TDZ. A potted plant also flowered and survived after flowering. Received: 20 August 1997 / Revision received: 12 December 1997 / Accepted: 12 January 1998     

The effect of anthracnose (Discula destructiva) infection on plant-herbivore interactions in dogwood (Cornus florida)

The natural occurrence of dogwood anthracnose (Discula destructiva) on young dogwood seedlings planted in different microenvironments in the southern Appalachian Mountains provided an opportunity to examine the effects of biotic stress on phenolic defense and insect herbivory. Dogwood trees planted in forest understory, canopy gaps, and along forest edge sustained high levels of infection and mortality. In contrast, trees planted in full sun and under shade cloth in an adjacent open field sustained much lower levels of infection and no mortality. No consistant relationships were present between anthracnose infection, phenolic defenses and herbivore performance. Nevertheless, the tendency for moderately infected dogwood saplings to have higher levels of plant tannins than uninfected trees may suggest an immune response. Insect herbivory was relatively unaffected by the degree of anthracnose infection.     

A two-generation analysis of pollen pool genetic structure in flowering dogwood, Cornus florida (Cornaceae), in the Missouri Ozarks

Anthropogenic landscape change can disrupt gene flow. As part of the Missouri Ozark Forest Ecosystem Project, this study examined whether silvicultural practices influence pollen-mediated gene movement in the insect-pollinated species, Cornus florida L., by comparing pollen pool structure (Φ(st)) among clear-cutting, selective cutting, and uncut regimes with the expectation that pollen movement should be least in the uncut regime. Using a sample of 1500 seedlings-10 each from 150 seed parents (43 in clear-cut, 74 in selective, and 33 in control sites) from six sites (each ranging from 266 to 527 ha), eight allozyme loci were analyzed with a pollen pool structure approach known as TwoGener (Smouse et al., 2001; Evolution 55: 260-271). This analysis revealed that pollen pool structure was less in clear-cut (Φ(C) = 0.090, P < 0.001) than in uncut areas (Φ(U) = 0.174, P < 0.001), with selective-cut intermediate (Φ(S) = 0.125, P < 0.001). These estimates translate into more effective pollen donors (N(ep)) in clear-cut (N(ep) = 5.56) and selective-cut (N(ep) = 4.00) areas than in uncut areas (N(ep) = 2.87). We demonstrate that Φ(C) ≤ Φ(S) ≤ Φ(U), with Φ(C) significantly smaller than Φ(U) (P < 0.034). The findings imply that, as long as a sufficiently large number of seed parents remain to provide adequate reproduction and to avoid a genetic bottleneck in the effective number of mothers, silvicultural management may not negatively affect the effective number of pollen parents, and hence subsequent genetic diversity in Cornus florida.     

Micropropagation of Searsia dentata

A method for in vitro regeneration of Searsia dentata from nodal and shoot tip explants derived from mature trees is outlined. Nodal explants produced multiple shoots from the axis when cultured on Murashige and Skoog (MS) medium containing 3% sucrose supplemented with 0, 5, 7.5, 10, or 12.5 μM N ⁶-benzyladenine (BA). An average of 5.3 shoots was obtained from nodal explants on 10 μM BA. For shoot tip explants, however, supplementation of α-naphthaleneacetic acid (NAA) with BA favored a caulogenic response. A maximum of 6.1 shoots were produced per shoot tip explant on MS containing 7.5 μM BA plus 5.0 μM NAA. The in vitro-regenerated shoots produced roots when transferred to full-strength MS medium containing 3% sucrose and 10 μM indole-3-butyric acid (IBA). The developed plantlets were transferred initially to a mist house. After an initial acclimatization period of 3–4 mo, plantlets were shifted to the greenhouse where they thrived for 9 mo. The standardized protocol for mass propagation of S. dentata should eliminate the dependence on natural stands of plants for traditional medicinal purposes, and will also serve as a means of conservation as the species is heavily overexploited.     

Metabolic inhibition of root water flow in red-osier dogwood (Cornus stolonifera) seedlings.

The short-term effects of sodium azide (NaN(3)) on water flow in red-osier dogwood (Cornus stolonifera Michx.) seedlings were examined in excised roots at a constant pressure of 0.3 MPa. NaN(3) significantly decreased root water flow rates (Q(v)). It also induced a significant reduction in root respiration and reduced stomatal conductance to a greater extent in intact seedlings than in excised shoots. Apoplastic flow of water increased with the NaN(3)-induced decreases in Q(v). Mercuric chloride (HgCl(2)) was also used to characterize the water flow responses and respiration of dogwood roots. Similarly to NaN(3), 0.1 and 0.3 mM HgCl(2) decreased root respiration rates and Q(v). The lower, 0.05 mM HgCl(2) treatment, reduced Q(v), but had no significant effect on root oxygen uptake. The reduction of Q(v) in HgCl(2)-treated plants was only partly reversed by 50 mM mercaptoethanol. The mercurial inhibition of Q(v) suggested the presence of Hg-sensitive water channels in dogwood roots. The results indicate that root-absorbed NaN(3) metabolically inhibited water channel activities in roots and in shoots and resulted in stomatal closure. It is suggested that the inhibition of respiration that occurs in plants stressed with environmental factors such as flooding, cold soils, and drought may be responsible for the closure of water channels in root cells and inhibition of root water flow.     

Effects of NaCl and Na2SO4 on red-osier dogwood (Cornus stolonifera Michx) seedlings

Sodium chloride and sodium sulfate are commonly present in extraction tailings waters produced as a result of surface mining and affect plants on reclaimed areas. Red-osier dogwood (Cornus stolonifera Michx) seedlings were demonstrated to be relatively resistant to these high salinity oil sands tailings waters. The objectives of this study were to compare the effects of Na₂SO₄ and NaCl, on growth, tissue ion content, water relations and gas exchange in red-osier dogwood (Cornus stolonifera Michx) seedlings. In the present study, red-osier dogwood seedlings were grown in aerated half-strength modified Hoagland's mineral solution containing 0, 25, 50 or 100 mM of NaCl or Na₂SO₄. After four weeks of treatment, plant dry weights decreased and the amount of Na⁺ in plant tissues increased with increasing salt concentration. Na⁺ tissue content was higher in plants treated with NaCl than Na₂SO₄ and it was greater in roots than shoots. However, Cl^– concentration in the NaCl treated plants was higher in shoots than in roots. The decrease in stomatal conductance and photosynthetic rates observed in presence of salts is likely to contribute to the growth reduction. Our results suggest that red-osier dogwood is able to control the transport of Na⁺ from roots to shoots when external concentrations are 50 mM or less.     

Response of red-osier dogwood (Cornus stolonifera) seedlings to sodium sulphate salinity: effects of supplemental calcium

A greenhouse study was designed to test the effects of sodium sulphate (Na₂SO₄) on red-osier dogwood (Cornus stolonifera Michx) seedlings in the presence and absence of additional calcium (Ca²⁺). Changes in growth parameters, ion and carbohydrate accumulation and cell wall composition were examined. Calcium alleviated the effect of Na₂SO₄ on shoot height; however, it did not affect the reduction in shoot and root dry weights. An increased level of sodium (Na⁺) in roots of plant exposed to Na₂SO₄ was recorded in the presence of supplemental Ca²⁺ whereas there was no change in potassium (K⁺) and Ca²⁺ levels. In shoots of seedlings treated with Na₂SO₄, the addition of Ca²⁺ did not affect Na⁺, K⁺ and Ca²⁺ levels. The amount of soluble carbohydrates was increased in leaves of seedlings treated with Na₂SO₄ both in the absence and presence of supplemental Ca²⁺. The decrease in cell wall material in response to salt stress was alleviated by Ca²⁺ in stem tissues although Ca²⁺ did not alter the changes in hemicellulose and cellulose. Sugar composition of pectins and hemicellulose were modified in stems and leaves by Na₂SO₄ and/or Ca²⁺. The results of this study showed that calcium was able to alleviate the effects of salt stress on shoot height and cell wall content of red-osier dogwood stems. Furthermore, changes occurred in cell wall composition of red osier seedlings treated with Na₂SO₄.     

Shoot regeneration of dwarf dogwood (Cornus canadensis L.) and morphological characterization of the regenerated plants

Dwarf dogwoods (or the bunchberries) are the only suffrutex in Cornaceae. They are attractive ground cover ornamentals with clusters of small flowers surrounded by petaloid bracts. Little has been reported on plant regeneration of dogwoods. As a step toward unraveling the molecular basis of inflorescence evolution in Cornus, we report an efficient regeneration system for a dwarf dogwood species C. canadensis through organogenesis from rejuvenated leaves, and characterize the development of the plantlets. We used the nodal stem segments of vegetative branches as explants. Micropropogated shoots were quickly induced from axillary buds of nodes on an induction medium consisting of basal MS medium supplemented with 4.44 μM BAP and 0.54 μM NAA. The new leaves of adventitious shoots were used as explants to induce calli on the same induction medium. Nearly 65% of leaf explants produced calli, 80% of which formed adventitious buds. Gibberellic acid (1.45 μM) added to the same induction medium efficiently promoted quick elongation of most adventitious buds, and 0.49 μM IBA added to the basal MS medium promoted root formation from nearly 50% of the elongated shoots. The growth of plantlets in pot soil was characterized by the development of functional woody rhizomes, which continuously developed new aboveground vegetative branches, but not flowering branches, within the past 12 months. Potential reasons causing the delay of flowering of the regenerated plants are discussed. The establishment of this regeneration system facilitates developing a genetic transformation system to test candidate genes involved in the developmental divergence of inflorescences in Cornus. Electronic supplementary material  The online version of this article (doi:) contains supplementary material, which is available to authorized users.     

Effects of NaCl on water relations and cell wall elasticity and composition of red-osier dogwood (Cornus stolonifera) seedlings

Red-osier dogwood ( Cornus stolonifera Michx, Syn. Cornus sericea ), a species relatively well adapted to moderately saline conditions compared with other boreal species, was used to test the effects of NaCl on plant water relations, cell wall elasticity, and cell wall composition of seedlings. Three month-old seedlings were treated hydroponically with 0, 25, and 50 m m NaCl for 21 days. The osmotic potential at full turgor, osmotic potential at turgor loss, pressure potential at full turgor, and relative water content at turgor loss of red-osier dogwood shoot tissue were not significantly affected by the NaCl treatments. Cell wall elasticity of the shoot tissues did not change following NaCl treatments, suggesting that elastic adjustment did not play a role in the adaptation mechanism. Hemicellulose content of the cell wall increased in salt treated seedlings. The primary sugar found in the cell wall hemicellulose fraction was xylose. In the pectin fraction arabinose and galacturonic acid were the main sugars. Sodium chloride stress did not alter the sugar composition of the hemicellulose fraction; however, NaCl did increase the amount of rhamnose in the pectin fraction. The results of this study suggest that at moderate salinity red-osier dogwood does not make any osmotic or elastic adjustments in the shoot tissue, but some changes in the cell wall composition do occur. These changes could contribute to the decrease in growth recorded in red-osier dogwood during NaCl stress.     

Flowering dogwood (Cornus florida L.) as mediator of calcium cycling: new insights are revealed by analysis of foliar partitioning

Flowering dogwood (Cornus florida L.) is an important understory tree species that is thought to enhance ecological calcium (Ca) cycling and soil Ca availability through high foliar Ca concentrations and rapid leaf litter decomposition. Calcium is an essential macronutrient in plants, important for stabilizing cell walls and plasma membranes. It is also an ubiquitous intracellular second messenger, helping plants sense and physiologically respond to numerous environmental cues. Analyses of total foliar Ca can be dominated by chemically sequestered Ca, which is not readily available for cellular processes. Thus, analyses of specific foliar partitions of Ca are more closely tied to Ca-dependent processes such as signal transduction. To further develop our understanding of the role of flowering dogwood in ecological Ca cycling, we evaluated foliar Ca partitioning via sequential acidic extractions. We compared Ca partitioning in flowering dogwood to that of white oak (Quercus alba L.), and found significantly more labile Ca in dogwood and a much greater proportion of Ca sequestration in oak. We compared foliar Ca partitioning in white oak at sites with dogwood to that of oaks at dogwood-absent sites, and found significantly greater labile Ca in oaks where dogwood was present. We also investigated the phenological patterns of Ca partitioning and sequestration in flowering dogwood foliage, and found preferential partitioning of Ca into the more labile and physiologically accessible pools throughout the growing season, with minimal Ca sequestration. This work helps elucidate the mechanisms and consequences associated with Ca cycling by flowering dogwood in forested systems.     

Influence of calcium, potassium, and magnesium on Cornus florida L. density and resistance to dogwood anthracnose

Dogwood anthracnose, a major disease of Cornus florida L., has caused heavy mortality of C. florida in eastern United States forests. Disease severity and rate of infection have been shown to vary with several environmental factors, but the link between soil cation availability and anthracnose has not been examined. We hypothesized that soil cation availability, particularly calcium (Ca), potassium (K), and magnesium (Mg), would influence dogwood survival from anthracnose. In forested stands, positive correlations between soil Ca, K, and Mg saturation and C. florida stem density and basal area were found. The effect of these cations at four levels (0, 50, 100, and 200%) of a standard nursery fertilization rate on C. florida seedling survival and resistance to dogwood anthracnose was tested. Although most of the seedlings died after one season of exposure to dogwood anthracnose, seedlings that had lower inputs of Ca and K cations showed higher levels of disease severity sooner than seedlings in other treatments, suggesting that these nutrients play a role in C. florida survival from anthracnose. Magnesium treatment levels did not appear to have an effect on C. florida disease severity or mortality.     

Molecular evolution of PISTILLATA-like genes in the dogwood genus Cornus (Cornaceae)

The MADS-box gene family encodes critical regulators determining floral organ development. Understanding evolutionary patterns and processes of MADS-box genes is an important step toward unraveling the molecular basis of floral morphological evolution. In this study, we investigated the evolution of PI-like genes of the MADS-box family in the dogwood genus Cornus (Cornaceae). Cornus is a eudicot lineage in the asterids clade, and is intriguing in evolving petaloid bract morphology in two major lineages within the genus. The gene genealogy reconstructed using genomic DNA and cDNA sequences suggests multiple PI-like gene duplication events in Cornus. An ancient duplication event resulted in two ancient paralogs, CorPI-A and CorPI-B, which have highly diverged intron regions. Duplication of CorPI-A further resulted in two paralogs in one subgroup of Cornus, the BW group that does not produce modified bracts. Most species analyzed were found to contain more than one copy of the PI-like gene with most copies derived recently within species. Estimation and comparison of dN/dS ratios revealed relaxed selection in the PI-like gene in Cornus in comparison with the gene in the closely related outgroups Alangium and Davidia, and in other flowering plants. Selection also differed among major gene copies, CorPI-A and CorPI-B, and among different morphological subgroups of Cornus. Variation in selection pressures may indicate functional changes in PI-like genes after gene duplication and among different lineages. Strong positive selection at three amino acid sites of CorPI was also detected from a region critical for dimerization activity. Total substitution rates of the CorPI gene also differ among lineages of Cornus, showing a trend similar to that found in dN/dS ratios. We also found that the CorPI-A copy contains informative phylogenetic information when compared across species of Cornus.     

Micropropagation of tea (Camellia sinensis (L.) O. Kuntze) using Thidiazuron

The effect of thidiazuron (TDZ) on the micropropagation of Camellia sinensis (China hybrid) was compared with that of benzylaminopurine (BAP) using nodal segments from in vitro raised seedlings. Extremely low concentrations of TDZ (1pM–100nM) alone were effective in inducing shoot bud proliferation and maintaining high rates of shoot multiplication on hormone-free media. On the other hand, higher concentrations of BAP (1–10M) and its continued presence were required to initiate and sustain shoot proliferation. While wider ranges of BAP combined favourably with auxins like NAA or IBA, only specific combinations of TDZ and NAA were effective for shoot proliferation. TDZ treated explants yielded healthy shoots, with sturdy leaves, even during the initial stages of growth, whereas, the effect of BAP was cumulative over subcultures in attaining a high proliferative rate.     

Micropropagation ofBetula uber (Ashe) Fernald

Summary A method of propagation through nodal culture was developed for Virginia round-leaf birch,Betula uber (Ashe) Fernald. Nodal cultures of Virginia round-leaf birch had the greatest shoot elongation on woody plant medium supplemented with 7.5 μM benzyladenine and 2.9 μM gibberellin-3. Shoot elongation was significantly greater when benzyladenine was combined with gibberellin-3 than with benzyladenine alone. In conjunction with propagation, anatomical changes in cuticle and stomata were examined at different stages of culture. Changes in stomatal length, stomatal density, cuticle thickness, and palisade parenchyma layers were noted during the various stages of culture. Propagation through nodal culture provides a feasible method by which Virginia round-leaf birch can be propagated and maintained. The same techniques may be applicable to other endangered hardwood species.     

Competitive uptake and phytomonitoring of chlorinated contaminant mixtures by Redosier dogwood (Cornus sericea)

Plant uptake is an important process in phytoremediation. The robust uptake of volatile organic compounds (VOCs) by plants offers opportunities to establish quantitative relationships between VOCs in plant tissues and in groundwater for the purpose of phytoscreening or phytomonitoring. Most previous research pertaining to phytoremediation neglected the competitive effects of co-contaminants on the uptake of VOCs by plants, yet recent studies appeared to indicate high competitive effects of co-contamination. This study investigated the competitive uptake of three chlorinated compounds in the presence and absence of other co-contaminants by Redosier dogwood in a greenhouse and examined the implications of this competitive phenomenon for phytomonitoring of contaminant mixtures in groundwater. Concentrations of VOCs in stems decreased along the height in both single and bi-solute systems, in agreement with previous observations in the literature. Examination of the VOCs in single and bi-solute systems showed that concentrations of individual compounds are comparable in single and bi-solute systems, yet the ratios of contaminants along the height in bi-solute systems revealed interesting trends. TCE/PCE ratio increased along height while TCE/1,1,2-TCA ratio was roughly constant. The result indicated that sampling point as well as the physicochemical properties of co-contaminants is highly important in phytomonitoring of contaminant mixtures.