Overview of Laboratory Testing for Reproductive Effects of Pulp Mill
Joanne L. Parrott, National Water Research Institute, Environment Canada, 867 Lakeshore Rd.,
Burlington, Ontario, Canada L7R 4A6 joanne.parrott@ec.gc.ca
To assess the effects of individual pulp mill effluents (PMEs), controlled laboratory fish exposures
have been conducted. These tests have the benefit that they remove potential confounding effects of
historically-contaminated sediments and other contaminant inputs (such as agricultural run off,
municipal sewage treatment effluent input, etc.) that may confound interpretation of effects in wild fish
collected from the PME receiving environment. Controlled laboratory fish exposures have been used
to assess the potential for pulp mill effluents to affect gonad size, reproductive output, or indicators of
gonadal growth and function (such as measurement of reproductive steroids or vitellogenin). In the
following review, the findings of these short-term and long-term reproductive indicator tests applied to
pulp mill effluents are discussed. Short term lab exposures of fish have the advantage of time and cost
savings over long term reproductive tests, but their linkage to real effects in wild fish is unknown.
Estrogenic compounds in PME will induce Vtg (via binding to the estrogen receptor), but it appears
that some PMEs can interference with sex steroids and reproduction of fish at places other than the
estrogen receptor. Changes in sex steroid concentrations in lab-exposed fish are more closely linked
to effects in wild fish exposed to PMEs. Steroid decreases are often seen in fish captured downstream
of PMEs. However, predictive relationships or direct linkages of sex steroid concentrations and gonad
size or reproductive potential have not been made. Long-term lifecycle exposures of fish provide some
of the most convincing evidence linking PME exposure to reproductive effects in fish to PME. Similar
to the effects seen wild fish exposed to PME, lifecycle exposures of small laboratory species have
shown growth increases, liver enlargement, alterations in sexual development, delays in time to first
spawning, reductions in the numbers of eggs laid, or decreases in levels of sex steroids. It is clear at
this time that lifecycle exposures provide the most meaningful and environmentally relevant
information of fish exposure to PMEs. However, their widespread use is limited due to the significant
time, cost and effort, and difficult logistics of conducting a lifecycle tests. Shortening the lifecycle test
or using partial lifecycle tests may prove promising for assessing impact of PMEs on fish.
Keywords: lifecycle test, fathead minnow, vitellogenin, sex steroids, fish bioassay
Vitellogenin (Vtg) is an egg protein precursor synthesized by the liver of mature female fish. Synthesis
of Vtg in females is governed by estradiol binding to the estrogen receptor. Both female and male fish
have the ability to produce Vtg, but it is normally not found in juveniles or males, as levels of circulating
endogenous estrogens are normally very low. The presence of elevated concentrations of Vtg in blood
of male or juvenile fish can be used to indicate the presence of estrogenic chemicals in effluents.
While most of the research assessing Vtg has been examining the impact of municipal waste plant
effluents, recent research suggests that some PMEs may be able to elevate Vtg.
Short term exposures of fish to PME have assessed Vtg production and sex steroid concentrations.
Juvenile rainbow trout, goldfish, fathead minnow, mummichog, and largemouth bass have been
exposed to PMEs and Vtg or sex steroids measured as indicators of potential of the PME to cause
Three of six pulp mill effluents (tested at 2 % and 20 %) induced Vtg in mature male fathead minnows
exposed for 21 d (Martel et al 2004). Vtg was induced by various types of effluent: one kraft mill, one
thermomechanical pulp (TMP) mill, and one multiprocess mill. No effects on Vtg were seen with three
other effluents from different bleached kraft, TMP and multipocess mills (Martel et al 2004). Recent
data from the same lab have shown that 8 of 11 Canadian PMEs have the ability to induce Vtg in
rainbow trout and fathead minnows, at exposures up to 20 %. (pers comm., Tibor Kovacs and Pierre
Martel, Paprican, Pointe Claire, QC, Canada). Exposure to 1 % final effluent from a BKME induced Vtg
in adult male fathead minnows exposed for 21 d (Rickwood et al, 2006).
Other studies and field data have shown suppression of Vtg in female fish after exposure to PMEs.
Largemouth bass exposed to ≥ 20 % BKME for 28-56 d had lower Vtg than control females
(Sepúlveda et al 2001, 2003). Evidence from male or juvenile fish caged downstream of PME outfalls
has often shown no change in Vtg or suppression of Vtg (Mellanen et al 1999; Sherry et al 1999;
Karels et al 2001; Svenson et al 2002; Nickle et al. 2003)
The significance of the Vtg induction in male or juvenile fish caused by exposure to some PMEs is
being investigated. The observation of Vtg induction by PMEs is relatively new. However, Vtg
induction results are sometimes inconsistent with other steroid and reproductive effects seen in wild
fish exposed to PMEs. Future research will determine if there is a mechanistic linkage between the
PME compounds that cause reproductive effects in fish and those that cause Vtg induction.
In an effort to predict reproductive changes in fish exposed to PMEs, tests of fish steroids
have been used successfully (McMaster et al., 1996; Parrott et al., 2000; Tremblay and Van Der Kraak
1999; Dubé and MacLatchy, 2000, 2001a, 2001b). It is hypothesized that compounds in PME may
interfere with sex hormone receptors or with key enzymes involved in the synthesis of sex hormones
from cholesterol. Interference may also occur at higher levels of hormonal control, at various levels in
the hypothalamus-pituitary-gonadal axis.
These short-term fish tests usually showed decreased steroid levels after PME exposure,
which mimics the steroid reduction seen in wild fish exposed to some PMEs (reviewed in McMaster et
al 2005). However, decreases in steroid concentrations have not yet been linked to meaningful effects
on fish reproduction. Physiologically, lower levels of sex steroids produced by the gonads may lead to
smaller ovaries and testes, and to negative impacts on fish reproductive capacity. However, among
groups of exposed fish, lower levels of sex hormones in individual fish have not been directly related to
After short term exposures (7 to 60-days) to PMEs, goldfish, rainbow trout, mummichog, or fathead
minnows have shown alterations in circulating sex steroid concentrations or in sex steroid production
by pieces of ovary or testes incubated in vitro (McMaster et al., 1996a; Parrott et al., 2000; Tremblay
and Van Der Kraak 1999; Dubé and MacLatchy, 2000a, 2001a, 2001b). In these tests, the sex
steroids measured are estradiol, testosterone and 11-ketotestosterone.
Most research has shown that exposure to PME decreased the levels of circulating steroids in fish.
Exposure of mature male goldfish to bleached sulphite mill effluent for 21 d caused a drop in
testosterone production by goldfish testes to one-seventh of control fish (Parrott et al 2000). Bleached
kraft mil effluent (BKME) and TMP mil effluent from Alberta, Canada, also caused decreased in male
goldfish circulating testosterone after exposures of only 8 days (McCarthy et al 2003). Mummichog
exposed for one month to 1 % primary or 1 % secondary treated BKME reduced plasma T in male and
female fish ((Dubé & MacLatchy, 2000). Largemouth bass (Micropterus salmoides) exposed for
periods of 7 days to 2 months to 10-80 % bleached paper mill effluent had decreased circulating
steroids (up to a 40 % decrease in 11-ketotestosterone and 60 % decrease in estradiol of females,
and up to a 50 % decrease in 11-ketotestosterone of males, compared to control fish) (Sepúlveda et
Development of techniques for measurement of steroid production by excised gonads of fish
(McMaster et al., 1995) allowed the production of steroids to be assessed in testes and ovaries, under
either basal or stimulated conditions (with added human chorionic gonadotropin (hCG), to stimulate
the gonad to produce hormones). Techniques for measurement of testicular and ovarian in vitro
steroid production paved the way for investigations into the effects of PMEs on the reproductive
functions of smaller-bodied fish species (too small to sample blood for sex steroid measurement).
Decreases in levels of sex steroid production by excised gonads are seen in some fish exposed to
PMEs. Marine mummichogs exposed to PMEs showed decreases in production of sex steroids by
excised testes and ovaries (Dubé & MacLatchy, 2000). In general, measurements of steroids
produced by excised gonads correlate well with levels of circulating steroids.
Short-term exposures of fish to PME and assessment of sex steroids has shown similar responses as
seen in wild fish captured from PME receiving environments. The potential linkage of depressed
steroids with smaller gonads can be made mechanistical y, but the cause-effect relationship has not
Long term exposures of fish to PME have shown changes in egg production, secondary sex
characteristics, gonadosomatic index (GSI), liver-somatic index (LSI), and growth. In North America,
fish lifecycle tests have usually been conducted with fathead minnows. Lifecycle exposures require
several months, and large quantities of effluent. However, they are the definitive test for assessment of
PME in the lab, and integrate responses of fish over time, with exposures of all stages of the fish
lifecycle (OECD 2000a, 2000b; Parrott et al 2001). Because growth, development and reproduction
can be measured, these tests provide some of the closest links to the effects of PME exposure on wild
Many types of PMEs have been evaluated using fathead minnow lifecycle tests. Most PME
have the ability to reduce reproduction in fathead minnows. Robinson (1994) found that exposure to
12.5 % BKME reduced reproduction. Borton et al (2001) evaluated effluent from eleven pulp mills:
eight kraft mills (two of which had no bleaching, two with Cl bleaching, one with elemental-chlorine-
free (ECF) bleaching, and two with oxygen delignification (OD) and 70 % CLO2 bleaching), two re-cycled fibre furnish mills, and one thermomechanical mill. No effects were found in fish exposed for a
lifecycle to effluent from the thermomechanical pulp mill and from one of the recycled fibre mills (that
used de-inked office paper as furnish) up to 100 % effluent. All other (nine of eleven) mill effluents
significantly decreased fish reproduction, with effective concentrations for 25 % reduction in
reproduction (EC25s) ranging from 17 % to > 100 % final effluent. Final effluent from an unbleached
mill reduced reproduction in fathead minnows (EC25 = 38 %) and delayed reproduction by 12 days (at
the EC25 effluent concentration) (Borton et al 1997, 2001).
Kovacs et al have performed three lifecycle studies with PMEs. Effluent from a
thermomechanical mill had no effects on fathead minnows when tested at concentrations up to 20 %.
Exposure to BKME significantly affected fish reproduction and sex characteristics at 2.5 and 5 %
effluent (Kovacs et al 1995a). This effect was not seen in similar lifecycle tests performed 2 years later
after changes were made to the BKME process and treatment (Kovacs et al 1996).
Bleached sulphite mill effluent (Parrott et al 2004) and several other mill effluents (Borton et al
2000) have been tested using fathead minnow lifecycle assays conducted in situ in a bioassay trailer
at the mill secondary treatment ponds. This allowed the assessment of fresh effluent rather than
effluent that had been batch-collected every 1-2 weeks and shipped to laboratories for fish exposures.
Some endpoints in lifecycle tests are not very sensitive to the effects of PMEs. Hatching
success of fathead minnow eggs exposed to PMEs is not a very sensitive endpoint or predictive
indicator of effects, and concentrations that affect hatch are usually several-fold above concentrations
that cause decreases in reproduction. If egg hatch is affected, the effluent is usual y overtly toxic, and
7-d fathead minnow acute tests may confirm this.
Growth can be increased or decreased in lifecycle tests of fathead minnows exposed to
PMEs. Decreased growth was seen in fathead minnows exposed to high concentrations of BKME
(NCASI 1985; Robinson 1994). Most studies have reported increased growth of fathead minnows
exposed to PMEs. Female fathead minnows exposed to 100 % BKME for a lifecycle (178 d) were 46
% and 92 % heavier than control females, and males from 100 % BKME were 44 % heavier than
control males (NCASI 2000). Similarly, length and weight of female fish was greater in bleached
sulphite mill effluent concentrations of 10 % and above, with a doubling of fish weight in fish exposed
to 30% effluent compared to control fish (Parrott et al 2003, 2004).
Decreases in the production of gonadal sex steroids is also seen with lifecycle exposure to
PMEs. In most cases concentrations of sex hormones in blood and the production of sex hormones by
excised testes and ovaries are less sensitive indicators of effect than reproductive output (Robinson
Changes in sexual development and decreases in or delays in the expression of secondary
sex characteristics have been seen in lifecycle exposures of fish to PMEs. Delayed development of
sex characteristics and de-masculinization of male fish have been seen in fathead minnows exposed
to BKME (Robinson, 1994; NCASI 2000). In one case the concentration of BKME (12 %) that reduced
sex characteristics was lower than that needed to cause significant decreases in the time to first
spawn and the number of spawns (NCASI 2000).
Masculinization of female fish and a shift of sex ratios towards more male fish have been seen
after exposure of fathead minnows to PMEs. Fathead minnows exposed to concentrations of 2.5 %
secondary-treated BKME and above for 275 d had increased male secondary sexual characteristics
(Kovacs et al., 1995a). Masculinization has been seen in adult female mosquitofish (Ellis et al., 2001)
sticklebacks (Gasterosteus aculeatus) (Katsiadaki et al., 2002) and guppies (Larsson et al., 2002)
Feminization of male fish has also been seen in lifecycle exposures of fathead minnows to
pulp and paper mill effluents. Fathead minnows exposed to BSM effluent from a Canadian mill for 5
months showed an increasing proportion of fish with ovaries, premature development of ovipositors
and development of ovipositors in mature male fathead minnows (Parrott et al., 2003, 2004).
The liver-somatic index (LSI) may be increased in fathead minnows exposed to PMEs.
Enlarged livers usually occur in fathead minnows exposed to high PME concentrations (greater than
50 % effluent). Increases in LSI usually require higher PME-exposure concentrations than those
required to reduce fathead minnow reproduction (Borton et al 1997; NCASI, 2000; Parrott et al 2004).
Gonadosomatic indices (GSIs) can be reduced or increased by exposure of fathead minnow
to PMEs, but impacts on GSI occur at higher concentrations than impacts on reproduction (Borton et
al 1997, 2004, Parrott et al 2004). Exposure to 10 % BSME for a lifecycle reduced fathead minnow
egg production to one-eighth of control fish egg production, even though female and male gonad sizes
were not significantly different from the control fish (Parrott et al 2004).
Reproductive success of fathead minnows exposed to PMEs can be measured as age at first
spawn, total number of eggs produced, number of eggs per female, or number of eggs per female per
day. This endpoint may be the most physiologically- and environmentally-relevant change seen after
PME exposures of fish. In addition, most studies show that for long-term or lifecycle exposures, it is
Lifecycle exposures of fathead minnows to PMEs have usually found that egg production and
time to first spawning are the most sensitive parameters studied (NACSI 1985, 1996; Robinson, 1994;
Kovacs et al., 1995a; Borton et al., 1997, 2000; Parrott et al., 2003, 2004). Effects of PME on fish
reproduction are dramatic. One of the earliest reported pulp mill fathead minnow lifecycle tests
assessed secondary treated effluent from a bleached kraft mill (Robinson, 1994). After 6 months’
exposure to 3 to 50 % BKME, fathead minnows had significantly reduced egg production and
significantly delayed spawning compared to control fish. Fathead minnows exposed to four pulp mill
effluents had average spawning delays of 10 to 14 days at the EC25 effluent concentration (Borton et
al 1997). Egg production (measured as number of eggs per female per day) correlated most strongly
(R2=0.65) to time to first spawning, in a study of five lifecycle tests of four different PMEs (Borton et al.,
Fathead minnows exposed to bleached sulphite mill effluent for a lifecycle had an 80%
decrease in egg production at 10 % effluent. A surprising finding was that female GSIs were similar to
control fish GSI, even though egg production was so much lower than controls (Parrott et al. 2004).
Effects on egg production are often dramatic: Fish exposed to 100 % BKME produced 0.1
egg/female/day, and exposure to 50 % BKME resulted in egg production of 6.8 eggs/female/day
(compared to 14.5 eggs/female/day in control fish) (NCASI 2000).
Although lifecycle fish tests provide relevant information about exposure of fish to PMEs, there
are several limitations to their use. The fathead minnow lifecycle test is lengthy, and logistically
difficult. A fathead minnow lifecycle test is expensive, and requires at least 2 people for 5 months.
Effluent exposure requires either setting up the test in situ, or shipping large quantities of effluent (600
to 5,000 L/week, depending on concentrations of effluent tested) (Kovacs et al 1995a, 1995b, 1996;
NCASI 2000; Parrott et al., 2003, 2004). Because the test is meaningful, but costly, there are several
attempts to shorten or modify the fathead minnow lifecycle test while still retaining the biological y-
The common finding of reproduction as the most sensitive response in fish exposed for a
lifecycle to PME and the observation that cessation of reproduction in PME-exposed adult fish can be
a sensitive and immediate response (Borton et al 2004) holds promise for shortening the lifecycle
tests, while still maintaining this important and meaningful endpoint.
The fathead minnow adult terminal reproductive assay, outlined in Harries et al (2000) and
Ankley et al. (2001) has recently been tested with PMEs. The test monitors breeding success (egg
production, secondary sex characteristics) of mature fathead minnows in control water for 3 weeks.
Then, exposures of PME begin, and breeding and sex characteristics are tracked, and fish are
sampled to measure bioindicators such as vitellogenin, sex steroids, and gonad histopathology.
Cessation in egg production in mature, breeding fathead minnows was seen in only one of the
six PMEs (at 20 % dilution, for 4 weeks) (Martel et al 2004). However, when reproductive biomarkers
were examined in the PME-exposed fish, nearly al of the effluents had some effect. Five of the six
PMEs significantly affected one (or more) of the reproductive indicators: whole body sex steroids, male
secondary sex characteristics, and vitellogenin (Martel et al. 2004). Fathead minnows exposed to 50
% and 100 % BKME for 3 weeks had decreased egg production (Rickwood et al., 2003), and hatching
success of eggs in 100 % BKME was reduced to 15 % (from 80-90 % hatch in control eggs)
(Rickwood et al., 2003). As well, alterations in mature adult secondary sex characteristics can be seen
in exposures as short as 21-d: Mature male fathead minnows exposed to BKME for 21-d showed
development of ovipositors (Rickwood et al 2006).
The shorter test is also potential y useful for investigation of cause experiments, assessing
specific pulp mill waste streams for ability to affect fish reproduction. Exposure for 21 d to 5.75 %
combined alkaline sewer effluent from a BKME reduced cumulative egg production in fathead minnow
Short-term lab exposures of fish have the advantage of time and cost savings over long-term
reproductive tests, but their linkage to real effects in wild fish exposed to PMEs is unknown for Vtg and
hypothesized for sex steroids. Estrogenic compounds in PME will induce Vtg via binding to the
estrogen receptor, but it also appears that some PMEs interfere with sex steroids at places other than
the estrogen receptor. As well, fish reproduction is a complex interplay of hormonal and environmental
factors that are impacted at many levels other than the estrogen receptor.
Changes in sex steroid concentrations in lab-exposed fish are more closely linked to effects in
wild fish exposed to PMEs. Steroid decreases are often seen in fish captured downstream of PMEs.
However, predictive relationships or direct linkages of sex steroid concentrations and gonad size or
reproductive potential have not been made.
Lifecycle assays were able to mimic many of the responses of wild fish exposed to PMEs.
Increased body size (length and weight) and increased liver size are seen in fish after lifecycle and
long-term exposures to PMEs. Enlarged livers are seen in both fathead minnows exposed for a
lifecycle to PMEs in the lab and in fish captured at sites downstream of PME discharges (reviewed in
Decreases in gonad weight and increases in liver weight, condition factor, and age were the
most common response pattern seen in the EEM surveys of wild fish exposed to Canadian PMEs
(Environment Canada 2002, Lowell et al. 2003, 2004). This pattern of effects in wild fish exposed to
PMEs was classified as ‘a form of metabolic disruption in combination with a nutrient enrichment
Long-term lifecycle exposures of fish provide some of the most convincing evidence linking
PME exposure to reproductive effects. Lifecycle tests of fathead minnows have examined growth,
maturation and reproduction. Similar to the effects seen wild fish exposed to PME, lifecycle exposures
of small fish species in the laboratory have shown growth increases, liver enlargement, alterations in
sexual development, delays in time to first spawning, reductions in the numbers of eggs laid, or
decreases in levels of sex steroids. It is clear at this time that lifecycle exposures provide the most
meaningful and environmental y relevant information of fish exposure to PMEs. However, their
widespread use is limited due to the significant time, cost and effort, and difficult logistics of conducting
As lifecycle exposures and partial lifecycle tests or adult terminal reproductive tests are
conducted with more PMEs, we will be able to asses the predictive ability of these tests, and linkages
to health effects in wild fish exposed to PMEs. As more of these tests are conducted with the same
effluents, linkages of reproductive effects and biomarkers of effect (such as Vtg and sex steroids) will
be possible. It is hoped that these linkages will lead to the development and selection of a (suite of)
fish test(s) that can predict the impact of PME to fish, in shorter timeframes, but without loss of
Ankley, G. T., Jensen, K. M., Kahl, M. D., Korte, J. J., and Makynen, E. A. 2001. Description
and evaluation of a short-term reproduction test with the fathead minnow (Pimephales promelas).
Borton, D. L., Streblow, W. R., Van Veld, P., Hall, T. J., and Bousquet, T. 1997. Comparison of
bioindicators to reproduction during fathead minnow (Pimephales promelas) life-cycle tests with kraft
mill effluents. Proceedings of the 3rd International Conference on the Fate and Effects of Pulp and
Paper Mill Effluents. Rotorua, New Zealand. November 9-13, pp. 277-286.
Borton, D., Streblow, W., Bousquet, T., and Cook, D. 2000. Fathead minnow (Pimephales
promelas) reproduction during multi-generation life-cycle tests with kraft mill effluents. Proceedings of
the 4th International Conference on the Environmental Impacts of the Pulp and Paper Industry,
Helsinki, Finland, eds. M. Ruoppa, J. Passivirta, K.-J. Lehtinen, and S. Ruonala. Report No. 417, pp.
Borton, D. L., Streblow, W. R., Hall, T. J., Van Veld, P. A., and Cook, D. L. 2001. Reproduction
and bioindicator responses of fathead minnows during life-cycle exposures to pulp mill effluents.
Proceedings of the 22nd Annual Meeting of the Society of Environmental Toxicology and Chemistry,
Baltimore, MD, USA, November 11-15, pp. 325.
Borton, D. L., Streblow, W. R., Cook, D. L., and Van Veld, P. 2004. Effect of exposure timing
on fathead minnow (Pimephales promelas) reproduction during a life-cycle bioassay with biologically
treated bleached kraft pulp mill effluent. In Pulp and Paper Mill Effluent Environmental Fate and
Effects, eds. Borton, D. L., Hall, T. J., Fisher, R. P., Thomas, J. F., DEStech Publications, Inc., pp.
Culp, J. M., Podemski, C. L., Cash, K. J., and Lowel , R. B. 1996. Utility of field-based artificial
streams for assessing effluent effects on riverine ecosystems. J. Aquat. Ecosys. Health. 5:117-124.
Dubé, M. G., and MacLatchy, D. L. 2000. Endocrine responses of an estuarine fish Fundulus
heteroclitus to final effluent from a bleached kraft pulp mil before and after reverse osmosis treatment
of clean condensate. Environ. Toxicol. Chem. 19:2788-2796.
Dubé, M. G., and MacLatchy, D. L. 2001a. Laboratory exposures of Fundulus heteroclitus to
evaluate the significance of reverse osmosis treatment of clean condensates on the endocrine
disruption potential of BKPM process effluents. Environ. Toxicol. Chem. 20:985-995.
Dubé, M. G., and MacLatchy, D. L. 2001b. Identification and treatment of a waste stream at a
bleached-kraft pulp mill that depresses a sex steroid in the mummichog (Fundulus heteroclitus).
Ellis, I. K, and Lowell, R. B. 2001. A national assessment of aquatic effects of pulp and paper
mill effluent discharges. Abstract, pp. 1, Can. Tech. Report Fish. Aquat. Sci. 2379.
Environment Canada, 2002. Review of Environmental Effects Monitoring Studies, cycle 2
results. Environment Canada, Hull, QC, May, 2002.
Glozier, N. E., Culp, J. M., Cash, K. J., Brua, R. B., and Wood, C. S. 2002. Assessing effects
of pulp mill effluent on benthic invertebrates with stream mesocosms on the Saint John River,
Edmundston, NB. Abstract, pp. 2-3, Can. Tech. Rep. Fish. Aquat. Sci. 2438.
Harries JE, Runnalls T, Hill E, Harris CA, Maddix S, Sumpter JP, Tyler CR. 2000.
Development of a reproductive performance test for endocrine disrupting chemicals using pair-
breeding fathead minnows (Pimephales promelas). Environ. Sci. Technol. 34:3003-3011.
Karels, A, Markkula, E and Oikari, A. 2001. Reproductive, biochemical, physiological, and
population responses in perch (Perca fluviatilis L.) and roach (Rutilus rutilus L.) downstream of two
elemental chlorine-free pulp and paper mills. Environ. Toxicol. Chem. 7:1517–1527.
Katsiadaki, I., Scott, A. P., Hurst, M. R., Matthiessen, P., and Mayer, I. 2002. Detection of
environmental androgens: A novel method based on enzyme-linked immunosorbent assay of spiggin,
the stickleback (Gasterosteus aculeatus) glue protein. Environ. Toxicol. Chem. 19:1946-1954.
Kovacs, T. G., Gibbons, J. S., Tremblay, L. A., O’Connor, B. I., Martel, P. H., and Voss, R. H.
1995a. The effects of a secondary-treated bleached kraft pulp mill effluent on aquatic organisms as
assessed by short-term and long-term laboratory tests. Ecotoxicol. Environ. Saf. 31:7-22.
Kovacs, T. G., Gibbons, J. S., Martel, P. H., O’Connor, B. I., and Voss, R .H. 1995b. Effects of
a secondary-treated thermomechanical pulp mill effluent on aquatic organisms as assessed by short-
and long-term laboratory tests. J. Toxicol. Environ. Health 44:485-502.
Kovacs, T. G., Gibbons, J. S., Martel, P. H., and Voss, R. H. 1996. Improved effluent quality at
a bleached kraft mill as determined by laboratory biotests. J. Toxicol. Environ. Health 49:533-561.
Lowell, R. B., Ribey, S. C., Ellis, I. K., Porter, E. L., Culp, J. M., Grapentine, L. C., McMaster,
M. E., Munkittrick, K. R., and Scroggins, R. P. 2003. National assessment of the pulp and paper
environmental effects monitoring data. National Water Research Institute, Burlington, Ontario Canada.
Lowell, R. B., Munkittrick, K. R., Culp, J. M., McMaster, M. E., and Grapentine, L. C. 2004.
National response patterns of fish and invertebrates exposed to pulp and paper mill effluents:
Metabolic disruption in combination with eutrophication and other effects. In Pulp and Paper Mill
Effluent Environmental Fate and Effects, eds. Borton, D. L., Hall, T. J., Fisher, R. P., Thomas, J. F.,
DEStech Publications, Inc., pp. 147-155. Lancaster, PA, USA.
Larsson, D. G. J., Kinnberg, K., Sturve, J., Stephensen, E., Skön, M., and Förlin, L. 2002.
Studies on masculinization, detoxification, and oxidative stress responses in guppies (Poecilia
reticulata) exposed to effluent from a pulp mill. Ecotoxicol. Environ. Saf. 52:13-20.
Martel, P., Kovacs, T., and Voss, R. 2004. Survey of pulp and paper mill effluents for their
potential to affect fish reproduction. In Pulp and Paper Mill Effluent Environmental Fate and Effects,
eds. Borton DL, Hall TJ, Fisher RP, Thomas JF. DEStech Publications, Inc., pp 78-91. Lancaster, PA,
McCarthy, L. H., Munkittrick, K. R., Blunt, B. R., Van Der Kraak, G. J., Wood, C. S., and
Parrott, J. L. 2003. Steroid levels in goldfish exposed to pulp mill effluent. In Environmental Impacts of
Pulp and Paper Waste Streams, eds. T.R. Stuthridge, M.R. van den Heuvel, N.A. Marvin, A.H. Slade,
J. Gifford. SETAC Press, pp. 342-351. Pensacola, FL, USA.
McMaster, M. E., Munkittrick, K. R., Jardine, J. J., Robinson, R. D., and Van Der Kraak, G. J.
1995. Protocol for measuring in vitro steroid production by fish gonadal tissue. Can. Tech. Rept. Fish.
McMaster, M. E., Munkittrick, K. R., Van Der Kraak, G. J., Flett, P. A., and Servos, M. R.
1996a. Detection of steroid hormone disruptions associated with pulp mill effluent using artificial
exposures of goldfish. In Environmental Fate and Effects of Pulp and Paper Mill Effluents, eds. Servos
M. R., Munkittrick K. R., Carey J. H., Van Der Kraak G. J., St. Lucie Press, pp 425-437. Delray Beach,
McMaster, M. E., Van Der Kraak, G. J., and Munkittrick, K. R. 1996b. An epidemiological
evaluation of the biochemical basis for steroid hormonal depressions in fish exposed to industrial
wastes. J. Great Lakes Res. 22: 153-171.
McMaster ME, Hewitt LM, Parrott JL. 2005. A decade of research on the environmental
impacts of pulp and paper mill effluents in Canada: Field studies and mechanistic research. J Toxicol
Mellanen, P, Soimasuo, M, Holmbom, B, Oikari, A and Santti, R. 1999. Expression of the
vitellogenin gene in the liver of juvenile whitefish (Coregonus lavaretus L. s.l.) exposed to effluents
from pulp and paper mills. Ecotoxicol. Environ. Saf. 43:133–137.
National Council for Air and Stream Improvement (NCASI). 1985. Effects of biologically-
treated bleached kraft mill effluent during early life-stage and full life-cycle studies with fish. Technical
Bulletin No. 475. Research Triangle Park, NC.
National Council for Air and Stream Improvement (NCASI). 2000. Effects of biologically
treated beached kraft mill effluent from a mill practicing 70 % chlorine dioxide substitution and oxygen
delignification on the early life stage and life cycle of the fathead minnow (Pimephales promelas).
Technical Bulletin 811. Research Triangle Park, NC, USA.
Nickle, JC, McMaster, ME, Munkittrick, KR, Rumsey, CR, Portt, CB and Van Der Kraak, GJ.
2003. Reproductive effects of primary treated bleached kraft and magnefite-thermomechanical pulp
mill effluent on white sucker (Catostomus commersoni) in the Moose River Basin. pp. 363 to 370 In
Environmental Impacts of Pulp and Paper Waste Streams, eds. T.R. Stuthridge, M.R. van den Heuvel,
N.A. Marvin, A.H. Slade, J. Gifford. SETAC Press, pp. ___-___. Pensacola, FL, USA.
OECD. 2000a. Record from the second OECD Expert Consultation on Endocrine Disrupters
Testing in Fish (EDF2), Tokyo, 15th-16th March 2000. TG\Fish\2000.02_EDF2 record.
OECD. 2000b. Status Report on Environmental Effects Testing in Fish.
ENV/JM/EDTA(2000)1. Document prepared for the fourth meeting of the OECD Task Force on
Endocrine Disrupters Testing and Assessment (EDTA), Paris, 17th May 2000.
Parrott, J. L., and Wood, C. S. 2002. Fathead minnow lifecycle tests for detection of
endocrine-disrupting substances in effluents. Water Qual. Res. J. Can. 37:651-667.
Parrott, J. L., Jardine, J. J., Blunt, B. R., McCarthy, L. H., McMaster, M. E., Munkittrick, K. R.,
Wood, C. S., Roberts, J., and Carey, J. H. 2000. Comparing biological responses to mill process
changes: A study of steroid concentrations in goldfish exposed to effluent and waste streams from
Canadian pulp mills. Proceedings of the 4th International Conference on the Environmental Impacts of
the Pulp and Paper Industry, Helsinki, Finland, eds. M. Ruoppa, J. Passivirta, K.-J. Lehtinen, and S.
Ruonala. Report No. 417, pp. 145-151. Helsinki, Finland.
Parrott, J. L., Wade, M., Timm, G., and Brown, S. 2001. An Overview of Testing Procedures
and Approaches for Identifying Endocrine Disrupting Substances. Water Qual. Res. J. Can. 36:273-
Parrott, J. L., Wood, C. S., Boutot, P., and Dunn, S. 2003. Changes in growth and secondary
sex characteristics of fathead minnows exposed to bleached sulphite mill effluent. Environ. Toxicol.
Parrott, J. L., Wood, C. S., Boutot, P., and Dunn, S. 2004. Changes in growth, secondary sex
characteristics and reproduction of fathead minnows exposed for a lifecycle to bleached sulphite mill
effluent. J. Toxicol. Environ. Health Part A 67: pg-pg.
Rickwood, C. J., Dubé, M. G., MacLatchy D. L., Parrott, J. L., Hewitt, M. 2003. Assessing
effects of pulp and paper mill effluent using a modified fathead minnow (Pimephales promelas)
bioassay. Abstract, Can. Tech. Report Fish. Aquat. Sci. 2510.
Rickwood, C. J., Dubé, M. G., Hewitt, L. M., Parrott, J., Kovacs, T. G., MacLatchy, D. L. 2006.
Endocrine disruption source evaluation at a bleached kraft pulp mill using pair-breeding fathead
minnow (Pimephales promelas). Proceedings of 6th International Conference on Fate and Effects of
Pulp and Paper Mill Effluents, Vittoria, Brazil April 9-12, 2006. In Press.
Robinson, R. D. 1994. Evaluation and development of laboratory protocols for estimating
reproductive impacts of pulp mill effluent on fish. Ph.D thesis, University of Guelph.
Sepúlveda, M. S., Ruessler, D. S., Denslow, N. D., Holm, S. E., and Gross, T. S. 2001.
Assessment of reproductive effects in largemouth bass (Micropterus salmoides) exposed to
bleached/unbleached kraft mill effluents. Arch. Environ. Contam. Toxicol. 41:475-482.
Sepúlveda. MS, Johnson, WE, Higman, JC, Denslow, ND, Schoeb, TR and Gross, TS. 2002.
An evaluation of biomarkers of reproductive function and potential contaminant effects in Florida
largemouth bass (Micropterus salmoides floridanus) sampled from the St. Johns River. Sci. Total.
Sepúlveda, M. S., Quinn, B. P., Denslow, N. D., Holm, S. E., and Gross, T. S. 2003. Effects of
pulp and paper mill effluents on reproductive success of largemouth bass. Environ. Toxicol. Chem.
Sepúlveda, MS, Gallagher, EP, Wieser, CM and Gross, TS. 2004. Reproductive and
biochemical biomarkers in largemouth bass sampled downstream of a pulp and paper mill in Florida.
Sherry, J, Gamble, A., Fielden, M., Hodson, P., Burnison, B. and Solomon, K. 1999. An ELISA
for brown trout (Salmo trutta) vitellogenin and its use in bioassays for environmental estrogens. Sci.
Svenson, A, Orn, S., Allard, A-S., Viktor, T., Parkkonen, J., Olsson, P-E., Forlin, L. and
Norrgen, L. 2002. Estrogenicity of domestic and industrial effluents in Sweden. Aquat. Ecosyst. Health
Tremblay, L., and Van Der Kraak, G. 1999. Comparison between the effects of the phytosterol
-sitosterol and pulp and paper effluents on sexually immature rainbow trout. Environ. Toxicol. Chem.
pat i e n t e r n a på dr Jens Torps Suttestad var överklass, av Lil-lehammers likställda omtalade som ”torpianerna”, medan ”Sus-tatullinga” (Suttestadstokarna) var det vanligaste i folkmun. Sanatoriet hade ca 1890–94 sammanlagt 120 patienter. Antaletvarierade en hel del under åren; då Fröding kom 1890 var detbara fyra, men snart blev det fler. Dr Torp själv gör gällande attdet
Solve Problems A-C on paper, and hand them in by noon on Friday. Solve Problems D-Fin a single Python file regexp.py. Your code should include comments to explain any obscureor tricky bits. It should also include demonstration code. Hand in regexp.py electronically, bydropping the file in your hand-in folder on the COURSES file server, by 11:59 PM on Friday. A. Working over Σ = {a, b, c, d},