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The Biotic Ligand Model (BLM) is a tool used in
aquatic toxicology Aquatic toxicology is the study of the effects of manufactured chemicals and other human impact on the environment, anthropogenic and natural materials and activities on : aquatic organisms, aquatic organisms at various levels of organization, fro ...
that examines the bioavailability of metals in the aquatic environment and the affinity of these metals to accumulate on gill surfaces of organisms. BLM depends on the site-specific water quality including such parameters as pH, hardness, and dissolved organic carbon. In this model, lethal accumulation values (accumulation of metal on the gill surface, in the case of fish, that cause mortality in 50% of the population) are used to be predictive of lethal concentration values that are more universal for aquatic toxicology and the development of standards. Collection of water chemistry parameters for a given site, incorporation of the data into the BLM computer model and analysis of the output data is used to accomplish BLM analysis. Comparison of these values derived from the model, have repeatedly been found to be comparable to the results of lethal tissue concentrations from acute toxicity tests. The BLM was developed from the gill surface interaction model (GSIM) and the free ion activity model (FIAM). Both of these models also address how metals interact with organisms and aquatic environments. Currently, the
United States Environmental Protection Agency The Environmental Protection Agency (EPA) is an independent executive agency of the United States federal government tasked with environmental protection matters. President Richard Nixon proposed the establishment of EPA on July 9, 1970; it be ...
(EPA) uses the BLM as a tool to outlin
Ambient Water Quality Criteria
(AWQC) for surface water. Because BLM is so useful for investigation of metals in surface water, there are developmental plans to expand BLM for use in marine and
estuarine An estuary is a partially enclosed coastal body of brackish water with one or more rivers or streams flowing into it, and with a free connection to the open sea. Estuaries form a transition zone between river environments and maritime environment ...
environments.


History

Current knowledge of how specific water quality parameters alter the
toxicity Toxicity is the degree to which a chemical substance or a particular mixture of substances can damage an organism. Toxicity can refer to the effect on a whole organism, such as an animal, bacterium, or plant, as well as the effect on a subst ...
of metals to aquatic life is still growing. In 1973, Zitko ''et al''. provided evidence that the free metal ion played a stronger role in determining toxicity than did the metals overall concentration. Shortly after, in 1976, Zitko ''et al''. established that Ca2+ and Mg2+ (
hardness In materials science, hardness (antonym: softness) is a measure of the resistance to localized plastic deformation induced by either mechanical indentation or abrasion. In general, different materials differ in their hardness; for example hard ...
cations) were in competition with metal ions at the binding sites of the metals. This competition at the binding site resulted in lower toxicity of metals as the hardness of the water they were in increased. Pagenkopf ''et al.'' used a
chemical equilibrium In a chemical reaction, chemical equilibrium is the state in which both the reactants and products are present in concentrations which have no further tendency to change with time, so that there is no observable change in the properties of the sy ...
model to explain how water chemistry will control which form of a metal is present and how that was related to the metal's toxicity. Both of these findings helped establish that metal toxicity and availability is directly related to the free ion activity of the metal. This led to the development of what is now called the free-ion activity model (FIAM). The FIAM describes effects of metals based on metal speciation and their subsequent interactions with organisms. The free ion activity model was created to explain original observations about behaviors of metals in aquatic organisms and to examine the “universal importance of free metal ion activities in determining the uptake, nutrition and toxicity cationic trace metals”. It is now known that aqueous concentrations of metals are poor predictors of the
bioavailability In pharmacology, bioavailability is a subcategory of absorption and is the fraction (%) of an administered drug that reaches the systemic circulation. By definition, when a medication is administered intravenously, its bioavailability is 100%. H ...
of a particular metal. Further, as the biotic ligand model addresses, the binding of trace metal to a site is not only dependent on the concentration of the metal in question. Parent ''et al.'' describe cell surface interactions according to the FIAM by saying that the biological response that is elicited is the result of the concentration of cell surface complexes, either metal or metal ligand. The original FIAM did not address other roles that ligands play besides complexing metals and how these other roles could affect the biological response of an organism. Around the same time that the free ion activity model was proposed, the gill surface interaction model (GSIM) was introduced by Pagenkopf in 1983. The model was put into use in order to evaluate toxicity test results of metals as well as metals in mixtures. Pagennkopf outlined that the compilation of previous studies on metals necessitated further examination of how metal toxicity changes as a function of pH, hardness and complexation capacity for the toxicity of metals to fishes. In the gill surface interaction model both metal hardness and complexation are included. Pagenkopf lays out several major concepts that are the basis of the GSIM. # Trace metals alter gill function in fish ( acutely) and the fish die as a result of respiratory failure. # Some trace metal species are significantly more toxic than others. # Gill surfaces can form complexes with the metal species and hydrogen ions that are present in the water. # Metal exchange between the gills and test waters are fast when compared to the time needed to perform a
bioassay A bioassay is an analytical method to determine the concentration or potency of a substance by its effect on living animals or plants (''in vivo''), or on living cells or tissues(''in vitro''). A bioassay can be either quantal or quantitative, dir ...
. # Gill surfaces have a determinate interaction capacity per unit weight. # Competitive inhibition occurs between the
calcium Calcium is a chemical element with the symbol Ca and atomic number 20. As an alkaline earth metal, calcium is a reactive metal that forms a dark oxide-nitride layer when exposed to air. Its physical and chemical properties are most similar to ...
and
magnesium Magnesium is a chemical element with the symbol Mg and atomic number 12. It is a shiny gray metal having a low density, low melting point and high chemical reactivity. Like the other alkaline earth metals (group 2 of the periodic ta ...
and the toxicants which include trace-metals and
hydrogen ion A hydrogen ion is created when a hydrogen atom loses or gains an electron. A positively charged hydrogen ion (or proton) can readily combine with other particles and therefore is only seen isolated when it is in a gaseous state or a nearly particle ...
s . Using these six concepts Pagenkopf looked at
copper Copper is a chemical element with the symbol Cu (from la, cuprum) and atomic number 29. It is a soft, malleable, and ductile metal with very high thermal and electrical conductivity. A freshly exposed surface of pure copper has a pinkis ...
,
zinc Zinc is a chemical element with the symbol Zn and atomic number 30. Zinc is a slightly brittle metal at room temperature and has a shiny-greyish appearance when oxidation is removed. It is the first element in group 12 (IIB) of the periodi ...
,
cadmium Cadmium is a chemical element with the symbol Cd and atomic number 48. This soft, silvery-white metal is chemically similar to the two other stable metals in group 12, zinc and mercury. Like zinc, it demonstrates oxidation state +2 in most of ...
,
lead Lead is a chemical element with the symbol Pb (from the Latin ) and atomic number 82. It is a heavy metal that is denser than most common materials. Lead is soft and malleable, and also has a relatively low melting point. When freshly cu ...
, combinations of metals, and
hydrogen ion A hydrogen ion is created when a hydrogen atom loses or gains an electron. A positively charged hydrogen ion (or proton) can readily combine with other particles and therefore is only seen isolated when it is in a gaseous state or a nearly particle ...
concentration using effective toxicant concentration. Per the results Pagenkopf assessed the applicability of the model and came up with several steps to using the GSIM. The required data are pH,
alkalinity Alkalinity (from ar, القلوي, al-qaly, lit=ashes of the saltwort) is the capacity of water to resist acidification. It should not be confused with basicity, which is an absolute measurement on the pH scale. Alkalinity is the strength of ...
, hardness and total trace-metal content of a water sample. Once these parameters are obtained, the next step is to calculate the speciation of the metals in the water sample. Then look at the competitive interaction factor (CIF) and the effective toxicant concentration (ETC) of the metals—then effective
toxicant A toxicant is any toxic substance, whether man-made or naturally occurring. By contrast, a toxin is a poison produced naturally by an organism (e.g. plant, animal, insect). The different types of toxicants can be found in the air, soil, water, or ...
concentration is compared to laboratory observations. The limitations of the FIAM and GSIM were important in the genesis of the BLM and both the FIAM and the GSIM led to the development of the biotic ligand model.


Quantitative Information

The BLM is used to predict the lethal accumulation (LA50) of metals on the gill surface that results in mortality of 50% of the exposed individuals. Accumulation of metals on the gill surface is dependent on the specific area's water quality as the metal's
bioavailability In pharmacology, bioavailability is a subcategory of absorption and is the fraction (%) of an administered drug that reaches the systemic circulation. By definition, when a medication is administered intravenously, its bioavailability is 100%. H ...
for binding with the ligand will be determined by what's in the water that the metal is likely to complex to other than the ligand on the gill surface of the fish. There are ten major inputs of water quality that the EPA recommends should be put into the Biotic Ligand Model to produce an estimation of the area's water quality. Two additional inputs (percent
humic acid Humic substances (HS) are organic compounds that are important components of humus, the major organic fraction of soil, peat, and coal (and also a constituent of many upland streams, dystrophic lakes, and ocean water). For a long era in the 19th ...
and
sulfide Sulfide (British English also sulphide) is an inorganic anion of sulfur with the chemical formula S2− or a compound containing one or more S2− ions. Solutions of sulfide salts are corrosive. ''Sulfide'' also refers to chemical compounds lar ...
) may also be used in some cases, though the EPA has cautioned against their extensive use due to their minimal effect and inconsistent reporting in scientific documents. Temperature of the water is one factor for consideration in the BLM, though it's been found to have a lesser effect than some of the other parameters. With respect to BLM, pH can have a large effect on the metal's ability to bind to the biotic ligand. Higher pH will decrease the metal's toxicity as the metal (in the case of copper) will complex more readily with
carbonate A carbonate is a salt of carbonic acid (H2CO3), characterized by the presence of the carbonate ion, a polyatomic ion with the formula . The word ''carbonate'' may also refer to a carbonate ester, an organic compound containing the carbonate g ...
and other organics that are dissolved in the water. With increasing pH, fewer protons are available to compete for a spot on the biotic ligand, so looking at this factor alone, it would seem that increasing pH would increase the metal's toxicity as it would have less competition for a binding site. However, the complexation effect that increasing pH has on the metal makes it less bioavailable for binding to the biotic ligand.
Dissolved Organic Carbon Dissolved organic carbon (DOC) is the fraction of organic carbon operationally defined as that which can pass through a filter with a pore size typically between 0.22 and 0.7 micrometers. The fraction remaining on the filter is called particu ...
(DOC) is another important factor among the BLM inputs. Increasing dissolved organic carbon decreases the metal's toxicity as the metal will bind with the dissolved organic carbon, making it less bioavailable for uptake by the biotic ligand. The major
cations An ion () is an atom or molecule with a net electrical charge. The charge of an electron is considered to be negative by convention and this charge is equal and opposite to the charge of a proton, which is considered to be positive by convent ...
that have been found to have a significant impact on BLM are Ca2+, Mg2+, Na+ and K+. Major anions, including SO4 and Cl also may be responsible for changing the metal's binding affinity for the biotic ligand.
Alkalinity Alkalinity (from ar, القلوي, al-qaly, lit=ashes of the saltwort) is the capacity of water to resist acidification. It should not be confused with basicity, which is an absolute measurement on the pH scale. Alkalinity is the strength of ...
has a lesser effect on the BLM partitioning coefficients than do DOC and pH. Partitioning coefficients are used to determine the binding affinity of the metal to the biotic
ligand In coordination chemistry, a ligand is an ion or molecule (functional group) that binds to a central metal atom to form a coordination complex. The bonding with the metal generally involves formal donation of one or more of the ligand's electr ...
. These coefficients are produced by the BLM following input from the above parameters.


Limitations/Uncertainty

The Biotic Ligand model has several limitations and uncertainties. These uncertainties are important to address when utilizing the BLM for management of water resources. Water quality standards are based on total or dissolved metal concentrations. Water quality criteria are often derived using
extrapolation In mathematics, extrapolation is a type of estimation, beyond the original observation range, of the value of a variable on the basis of its relationship with another variable. It is similar to interpolation, which produces estimates between know ...
s from lab tests and data. Data is derived from lab tests using standardized laboratory methods and is generally not representative of the dynamic environmental conditions experienced in the field over a broad range of species.


Types of Biotic Ligand Models


EPA's Biotic Ligand Model and Water Quality Criteria

Section 304(a)(1) of the
Clean Water Act The Clean Water Act (CWA) is the primary federal law in the United States governing water pollution. Its objective is to restore and maintain the chemical, physical, and biological integrity of the nation's waters; recognizing the responsibiliti ...
(CWA) requires that “the Administrator,” or Administrator of the United States Environmental Protection Agency, develop a water quality criteria that is based on current scientific information and judgment, data, contaminant concentrations, and the protection of human health and the environment. Water quality criteria are one of the goals of the EPA's Water Quality Standards (WQS) under the CWA. WQS are set by each state and determine the quality of specific water bodies based on its designated use, WQC, and anti-degradation policies. As of 2007 the EPA accepts use of BLM to help produce site specific freshwater WQC values for copper. The inputs for this model are: temperature, aquatic cations (Ca2+, Mg2+, Na+, and K+), aquatic anions (Cl and SO42−), sulfide, pH, alkalinity, and
DOC DOC, Doc, doc or DoC may refer to: In film and television * ''Doc'' (2001 TV series), a 2001–2004 PAX series * ''Doc'' (1975 TV series), a 1975–1976 CBS sitcom * "D.O.C." (''Lost''), a television episode * ''Doc'' (film), a 1971 Wester ...
. The EPA has a working version of their BLM on their website.


HydroQual/Windward BLM

The BLM was originally developed by researchers at HydroQual Inc. The BLM software (up to version 2.2.3) was available at the HydroQual website for zinc, copper, lead, silver, and cadmium for aquatic freshwater systems only, although marine models were in the works. The HydroQual team also developed the BLM software distributed by US EPA. HydroQual was a privately owned science, research, and engineering company founded in 1980. In 2010, HydroQual was purchased by
HDR Inc HDR, Inc. is an employee-owned design firm, specializing in engineering, architecture, environmental, and construction services. HDR has worked on projects in all 50 U.S. states and in 60 countries, including notable projects such as the Hoover ...
and the HydroQual website, including the BLM pages, have been retired. The research team at HydroQual that worked on the BLM have moved to Windward Environmental where a new BLM website is maintained.


Current and Future Studies

Currently, the EPA recognizes the use of the BLM in the identification and cleanup of copper. This is because of the extensive characterization and testing performed using copper to predict toxic outcomes of metal exposure in various environmental conditions (pH, DOC, temperature, etc.) . Another version of the BLM is underway by HydroQual who is in the processes of developing the TBLM with Copper and Nickel for predicting metal effects in soil. The future characterization of metals for the BLM like Ag, Zn, Pb, Al, Ni, and Cd on aquatic systems and organisms will help develop the BLM for a broader range of metals for which it can be certain to predict and assess potential impacts. The BLM is limited as it is only a predictive tool, but it has useful applications in aquatic toxicology.


References

{{Reflist


External links


Copper Biotic Ligand Model, U.S. Environmental Protection Agency
Toxicology