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Relationship: 1769
Title
Reduction, Plasma vitellogenin concentrations leads to Reduction, Cumulative fecundity and spawning
Upstream event
Downstream event
Key Event Relationship Overview
AOPs Referencing Relationship
| AOP Name | Adjacency | Weight of Evidence | Quantitative Understanding | Point of Contact | Author Status | OECD Status |
|---|---|---|---|---|---|---|
| Inhibition of thyroid peroxidase leading to impaired fertility in fish | adjacent | High | High | June-Woo Park (send email) | Open for comment. Do not cite | Under Development |
| Inhibition of 5α-reductase leading to decreased population growth rate via impaired fecundity in female fish | adjacent | High | High | Young Jun Kim (send email) | Open for citation & comment | Under Development |
Taxonomic Applicability
| Term | Scientific Term | Evidence | Link |
|---|---|---|---|
| fish | fish | NCBI |
Sex Applicability
Life Stage Applicability
Key Event Relationship Description
Vitellogenin is a hepatically derived protein in maternal circulation that is sequestered by vitellogenic oocytes, where it accounts for the greatest proportion of oocyte growth and yields yolk protein derivatives needed for early embryonic development; in teleosts, this uptake from the maternal circulation is selective and receptor-mediated (Tyler & Lancaster, 1993). Reduced plasma vitellogenin is therefore expected to limit vitellogenin available for uptake into developing oocytes, and studies in fathead minnows show that reduced plasma vitellogenin is associated with reduced eggs per spawn, disrupted spawning, and reduced cumulative fecundity (Ankley et al., 2002; Li et al., 2011; Watanabe et al., 2016).
This KER is supported most directly by short-term reproduction studies in female fathead minnows exposed to steroidogenesis inhibitors. In fadrozole-exposed females, concentration-dependent reductions in plasma vitellogenin occurred together with marked reductions in fecundity, and at higher concentrations the fish largely stopped spawning within 2 days of exposure (Ankley et al., 2002). In integrated analysis across five chemicals that reduce vitellogenin through different mechanisms, fecundity and plasma vitellogenin were strongly linearly related in female fathead minnows (Miller et al., 2007). A later oocyte growth dynamics model also predicted mean fecundity from plasma vitellogenin for several steroidogenesis inhibitors, further supporting a biologically based linkage between reduced circulating vitellogenin and reduced reproductive output (Watanabe et al., 2016).
For this KER, direct evidence is strongest for cumulative fecundity, and somewhat more limited, but still persuasive, for spawning occurrence. In the fadrozole study, reduced fecundity reflected both fewer eggs per spawn at low concentration and cessation of spawning at higher concentrations, indicating that reduced plasma vitellogenin can manifest through more than one reproductive output metric (Ankley et al., 2002).
Evidence Collection Strategy
Scientific evidence supporting the causal relationships between each pair of key events was assembled through a combination of expert knowledge and AI-assisted literature search and synthesis. Specifically, EPA AI, using GPT 5.4, was used to identify, retrieve, and summarize relevant primary and secondary literature, and to draft the initial content of this page. Users of this page are advised that AI-assisted evidence assembly may introduce selection bias or gaps in coverage that differ from a fully systematic human-conducted review, and independent verification of the evidence base is encouraged.
Key search concepts represented in the evidence base include: “plasma vitellogenin fecundity fathead minnow”, “fadrozole reproduction vitellogenin spawning”, “oocyte growth dynamics vitellogenin fecundity”, and “vitellogenin receptor oocyte uptake teleost”. The final evidence base for this KER is listed in the References section.
This was a targeted, mechanism-informed evidence assembly rather than a formal systematic review. Consequently, the evidence base is strong for fathead minnow and moderate for broader teleost extrapolation, but it is not exhaustive for all fish species.
Evidence Collection Strategy
Scientific evidence supporting the causal relationships between each pair of key events was assembled through a combination of expert knowledge and AI-assisted literature search and synthesis. Specifically, EPA AI, using GPT 5.4, was used to identify, retrieve, and summarize relevant primary and secondary literature, and to draft the initial content of this page. Users of this page are advised that AI-assisted evidence assembly may introduce selection bias or gaps in coverage that differ from a fully systematic human-conducted review, and independent verification of the evidence base is encouraged.
Key search concepts represented in the evidence base include: “plasma vitellogenin fecundity fathead minnow”, “fadrozole reproduction vitellogenin spawning”, “oocyte growth dynamics vitellogenin fecundity”, and “vitellogenin receptor oocyte uptake teleost”. The final evidence base for this KER is listed in the References section.
This was a targeted, mechanism-informed evidence assembly rather than a formal systematic review. Consequently, the evidence base is strong for fathead minnow and moderate for broader teleost extrapolation, but it is not exhaustive for all fish species.
Evidence Supporting this KER
Addresses the scientific evidence supporting KERs in an AOP setting the stage for overall assessment of the AOP.
Biological Plausibility
Biological plausibility for this KER is centered around vitellogenin as a hepatically derived protein in maternal circulation that is sequestered by vitellogenic oocytes during teleost vitellogenesis, where it accounts for the greatest proportion of oocyte growth and yields yolk protein derivatives needed for early embryonic development (Tyler & Lancaster, 1993). In teleosts, this uptake from the maternal circulation is selective and receptor-mediated; Tyler and Lancaster (1993) identified specific vitellogenin receptors in rainbow trout follicle membranes, providing a mechanistic basis for linking circulating vitellogenin availability to oocyte growth. Consistent with this mechanism, Li et al. (2011) modeled oocyte growth after recruitment into the growth phase as dependent on vitellogenin uptake, with uptake rate proportional to plasma vitellogenin concentration and oocyte volume. In that framework, reduced plasma vitellogenin would be expected to reduce vitellogenin uptake by growing oocytes, slow their growth, and delay or prevent attainment of the size threshold required for spawning (Li et al., 2011). This provides a mechanistic basis for expecting reduced plasma vitellogenin to decrease eggs per spawn, disrupt spawning dynamics, and reduce cumulative fecundity (Li et al., 2011; Watanabe et al., 2016). Additional teleost support comes from Kishida and Specker (1993), who quantified vitellogenin in plasma and characterized it in oocyte extract in tilapia. Watanabe et al. (2016) further concluded that oocyte growth and development are driven by absorption of vitellogenin from plasma, reinforcing the mechanistic linkage between reduced circulating vitellogenin and reduced reproductive output.
Empirical Evidence
Direct empirical support for this KER comes primarily from short-term reproduction studies in adult female fathead minnows. In the 21-day fadrozole assay, mean fecundity declined from 20.5 eggs/female/day in controls to 8.9, 1.5, and 1.2 eggs/female/day at 2, 10, and 50 μg/L, respectively, while plasma vitellogenin also decreased in a concentration-dependent manner (Ankley et al., 2002). At 10 and 50 μg/L, reduced fecundity was almost solely because the fish stopped spawning within 2 days of exposure; at 2 μg/L, decreased fecundity reflected both a slight reduction in number of spawns and about a 50% decrease in eggs per spawn (Ankley et al., 2002). This study therefore provides direct evidence that reduced plasma vitellogenin was associated with both reduced cumulative fecundity and reduced spawning occurrence in reproductively active female fathead minnows (Ankley et al., 2002).
Cross-chemical evidence indicates that this relationship is not unique to fadrozole. Using data from 21-day reproduction studies with 17β-trenbolone, 17α-trenbolone, prochloraz, fenarimol, and fadrozole, Miller et al. (2007) found a highly significant linear relationship between fecundity and plasma vitellogenin concentration in female fathead minnows. This analysis shows that reduced plasma vitellogenin was consistently associated with reduced fecundity across chemicals with different upstream modes of action that converge on reduced plasma vitellogenin (Miller et al., 2007).
Additional quantitative support comes from oocyte growth dynamics model evaluation against empirical fathead minnow data. Watanabe et al. (2016) reported that the model robustly predicted the fecundity of control fish and the impact of five steroidogenesis inhibitors, fadrozole, propiconazole, prochloraz, fenarimol, and trilostane, on reproduction metrics using plasma vitellogenin as the key input variable. The same study found weaker prediction for ketoconazole, with average fecundity generally overpredicted, and attributed this discrepancy to compensatory changes in plasma vitellogenin during exposure that were not represented in the simulation (Watanabe et al., 2016). Together, these studies support a strong empirical association, and moderate quantitative understanding, between reduced plasma vitellogenin and reduced reproductive output in female fathead minnows.
Uncertainties and Inconsistencies
Most direct quantitative evidence for this KER derives from fathead minnow assays. Extrapolation across fish taxa should be made cautiously because reproductive strategy can influence how reduced plasma vitellogenin is expressed in downstream reproductive metrics. Li et al. (2011) noted that oviparous fish include both total-spawning and batch-spawning species, and their oocyte growth dynamics model for fathead minnows used clutch size and spawning interval distributions specific to a batch-spawning teleost (Li et al., 2011). The same authors further noted that adaptation of the model to other batch- or total-spawning fishes would require modification of fish-specific parameters, including oocyte recruitment size, oocyte recruitment interval, and critical size for spawning (Li et al., 2011). Evidence is therefore strongest for batch-spawning teleosts, especially fathead minnow, and weaker for broader extrapolation to all fish taxa.
Second, not all chemicals produce identical quantitative relationships. Watanabe et al. (2016) found that the vitellogenin-based model robustly predicted fecundity for several steroidogenesis inhibitors but overpredicted mean fecundity for ketoconazole-exposed fish, likely because compensatory responses increased plasma vitellogenin during prolonged exposure and were not represented in the model. This suggests that time-varying endocrine compensation can weaken prediction of fecundity from a single terminal plasma vitellogenin measurement (Ankley et al., 2007; Watanabe et al., 2016).
Third, the evidence is stronger for reduced cumulative fecundity than for reduced spawning per se when considered across the full dataset. Ankley et al. (2002) directly documented spawning cessation at higher fadrozole concentrations and also distinguished effects on number of spawns and eggs per spawn at the lowest concentration. However, across many 21-day studies and their integrative analyses, fecundity is more consistently represented as total eggs over time, such as eggs/female/day or cumulative fecundity, than as separately quantified spawning frequency and eggs per spawn, particularly in group spawning designs where individual female contributions cannot always be resolved (Ankley et al., 2002; Watanabe et al., 2016). Consequently, the linkage to reduced spawning is well supported, but less uniformly quantified across the full dataset than the linkage to reduced cumulative fecundity.
Fourth, plasma vitellogenin is often measured at the end of a 21-day assay, which can support correlation and prediction but may not capture time-varying endocrine dynamics during exposure. This is particularly important when compensatory responses alter plasma vitellogenin over time or when vitellogenin protein persists after the exposure pattern has changed (Watanabe et al., 2016; Craft et al., 2004).
Known modulating factors
| Modulating Factor (MF) | MF Specification | Effect(s) on the KER | Reference(s) |
|---|---|---|---|
|
Time-varying endocrine compensation Oocyte developmental stage |
Compensatory responses to steroidogenesis inhibition, especially during prolonged ketoconazole exposure Vitellogenic state and stage structure of oocyte cohorts within the ovary |
Time-varying compensation can increase or stabilize plasma vitellogenin relative to what would be expected from the initial upstream perturbation. This can weaken quantitative prediction of reduced fecundity from a single terminal plasma vitellogenin measurement by altering the apparent response-response relationship between the two KEs. Reduced plasma vitellogenin is expected to have the greatest effect on actively growing vitellogenic oocytes, because oocyte growth during vitellogenesis depends on sequestration of vitellogenin from maternal circulation. Consequently, ovarian stage structure may influence both the delay and the magnitude of downstream effects on fecundity and spawning. |
Ankley et al. (2007); Watanabe et al. (2016) Tyler and Lancaster (1993); Ankley et al. (2002) |
Quantitative Understanding of the Linkage
Miller et al. (2007) reported a highly significant linear relationship between plasma vitellogenin concentration and fecundity in female fathead minnows across five 21-day studies, with fecundity = -0.042 + 0.95 × VTG, r = 0.94, and r2 = 0.88 (Miller et al., 2007). This provides a strong quantitative basis for the KER because the relationship was derived from chemicals that affect different nodes in the hypothalamic-pituitary-gonadal axis and converge on depressed plasma vitellogenin concentrations in female fish (Miller et al., 2007).
The tabulated values in Miller et al. (2007) also show that large reductions in plasma vitellogenin were associated with large reductions in fecundity. For fadrozole, median female plasma vitellogenin declined from 15.1 mg/mL in controls to 7.6, 1.0, and 0.0 mg/mL at 2, 10, and 50 μg/L, while fecundity declined from 20.5 to 8.9, 0.0, and 0.0 eggs/female/day, respectively (Miller et al., 2007). Similar concentration-related reductions in both plasma vitellogenin and fecundity were also evident for prochloraz and fenarimol, supporting quantitative convergence across chemicals (Miller et al., 2007).
Li et al. (2011) developed an oocyte growth dynamics model in which oocyte batches grow by absorbing vitellogenin, water, and other essential nutrients until they reach a threshold volume required for spawning (Li et al., 2011). Watanabe et al. (2016) subsequently implemented and evaluated this framework, and concluded that plasma vitellogenin can serve as the primary input parameter for predicting average fecundity in fathead minnows, with robust performance for several steroidogenesis inhibitors (Watanabe et al., 2016).
The major quantitative limitation is that a single end-of-test plasma vitellogenin measurement may not fully capture time-varying endocrine responses during exposure, especially when compensation or delayed protein clearance occurs. Quantitative confidence is therefore greater when plasma vitellogenin measurements reflect exposure-period dynamics rather than a terminal value alone (Watanabe et al., 2016; Craft et al., 2004).
Response-response Relationship
Response-response data for this KER are available from both direct empirical studies and model evaluation. Miller et al. (2007) reported a highly significant linear relationship between plasma vitellogenin concentration and fecundity in female fathead minnows across five 21-day reproduction studies, with the model fecundity = -0.042 + 0.95 × VTG, r = 0.94, and r2 = 0.88 (Miller et al., 2007). This provides the clearest quantitative description of how decreasing plasma vitellogenin is associated with decreasing cumulative fecundity.
Data from the fadrozole study show a similar graded relationship. Median plasma vitellogenin declined from 15.1 mg/mL in controls to 7.6, 1.0, and 0.0 mg/mL at 2, 10, and 50 μg/L, while fecundity declined from 20.5 to 8.9, 0.0, and 0.0 eggs/female/day, respectively (Miller et al., 2007). In the corresponding primary study, reduced fecundity at 2 μg/L reflected both fewer eggs per spawn and a slight reduction in number of spawns, whereas at 10 and 50 μg/L the fish stopped spawning within 2 days of exposure (Ankley et al., 2002). These data indicate that the downstream response can be expressed as graded reduction in cumulative fecundity at moderate upstream change and loss of spawning at more severe upstream change.
Watanabe et al. (2016) further evaluated this relationship using an oocyte growth dynamics model parameterized with plasma vitellogenin as the primary input variable. The model robustly predicted fecundity for control fish and for fish exposed to fadrozole, propiconazole, prochloraz, fenarimol, and trilostane, supporting the quantitative linkage between measured plasma vitellogenin and downstream reproductive output (Watanabe et al., 2016). Prediction was weaker for ketoconazole, indicating that time-varying compensation can modify the apparent response-response relationship when only terminal plasma vitellogenin values are used (Watanabe et al., 2016).
Time-scale
Available evidence indicates that downstream changes in cumulative fecundity and spawning can occur within days in strongly affected female fathead minnows under conditions associated with marked reduction in plasma vitellogenin.
In the fadrozole study, fish in the 10 and 50 μg/L treatments almost stopped spawning within 2 days of exposure, indicating that the downstream reproductive effect can emerge very quickly when vitellogenin is strongly suppressed (Ankley et al., 2002). At the lower concentration, the effect manifested over the assay as both fewer spawns and fewer eggs per spawn (Ankley et al., 2002).
The mechanistic time-scale is biologically consistent with the need for continuously available circulating vitellogenin to support growth of maturing oocyte cohorts. Li et al. and Watanabe et al. model oocyte growth as a continuous vitellogenin-dependent process that determines when oocytes reach spawning threshold size, which provides a basis for understanding why sustained vitellogenin reduction can alter both spawning interval and total egg output over a 21-day test (Li et al., 2011; Watanabe et al., 2016).
A remaining uncertainty is that plasma vitellogenin is often measured terminally rather than serially. Thus, empirical precision on lag time between vitellogenin decline and fecundity decline is limited in many assays, even though temporal concordance is supported overall (Craft et al., 2004; Watanabe et al., 2016).
Known Feedforward/Feedback loops influencing this KER
No well-characterized feedforward or feedback loop has been identified at the level of vitellogenin uptake into oocytes for this KER. The principal feedback influencing this relationship appears to occur upstream in the endocrine axis, where compensatory responses to steroidogenesis inhibition can partially offset expected reductions in plasma vitellogenin and thereby alter the apparent strength of the linkage to fecundity (Ankley et al., 2007; Watanabe et al., 2016). Watanabe et al. (2016) specifically concluded that overprediction of fecundity for ketoconazole likely reflected compensatory changes in plasma vitellogenin that were not represented in the model
Domain of Applicability
Taxonomic Applicability
The KER is best supported in teleost fish, especially the fathead minnow (Pimephales promelas), where direct measurements of plasma vitellogenin and reproductive output have been made in 21-day reproduction studies (Ankley et al., 2002; Miller et al., 2007; Watanabe et al., 2016). Mechanistic support from other teleosts strengthens broader applicability within this group. In rainbow trout, follicle membranes contain specific receptors for vitellogenin and vitellogenin uptake into teleost oocytes is receptor-mediated (Tyler & Lancaster, 1993). In tilapia, vitellogenin was quantified in plasma and characterized in oocyte extract, supporting the broader relevance of this biology within teleosts (Kishida & Specker, 1993).
Life Stage Applicability
This KER is most applicable to adult, reproductively mature females undergoing active vitellogenesis and spawning. The downstream consequences of reduced plasma vitellogenin depend on the presence of vitellogenic oocyte cohorts, because oocyte growth during vitellogenesis relies on sequestration of vitellogenin from maternal circulation and disruption of this process is associated with impaired follicle maturation and reduced fecundity in spawning females (Tyler & Lancaster, 1993; Ankley et al., 2002).
Sex Applicability
This KER is specific to female fish because vitellogenin functions physiologically as the precursor of egg yolk proteins that support oocyte growth and egg production in oviparous vertebrates (Miller et al., 2007). Although vitellogenin can be induced and measured in males as a biomarker of estrogen exposure, the linkage to fecundity and spawning is relevant to females producing oocytes (Miller et al., 2007; Tyler et al., 1996).
References
Ankley, G. T., Jensen, K. M., Kahl, M. D., Makynen, E. A., Blake, L. S., Greene, K. J., et al. (2007). Ketoconazole in the fathead minnow (Pimephales promelas): Reproductive toxicity and biological compensation. Environmental Toxicology and Chemistry, 26(6), 1214-1223.
Ankley, G. T., Kahl, M. D., Jensen, K. M., Hornung, M. W., Korte, J. J., Makynen, E. A., & Leino, R. L. (2002). Evaluation of the aromatase inhibitor fadrozole in a short-term reproduction assay with the fathead minnow (Pimephales promelas). Toxicological Sciences, 67(1), 121-130. PMID: 11961225.
Craft, J. A., Brown, M., Dempsey, K., Francey, J., Kirby, M. F., Scott, A. P., et al. (2004). Kinetics of vitellogenin protein and mRNA induction and depuration in fish following laboratory and environmental exposure to oestrogens. Marine Environmental Research, 58(2-5), 419-423. PMID: 15178061.
Kishida, M., & Specker, J. L. (1993). Vitellogenin in tilapia (Oreochromis mossambicus): Induction of two forms by estradiol, quantification in plasma and characterization in oocyte extract. Fish Physiology and Biochemistry, 12, 171-182.
Li, Z., Villeneuve, D. L., Jensen, K. M., Ankley, G. T., & Watanabe, K. H. (2011). A computational model for asynchronous oocyte growth dynamics in a batch-spawning fish. Canadian Journal of Fisheries and Aquatic Sciences, 68(9), 1528-1538.
Miller, D. H., Jensen, K. M., Villeneuve, D. L., Kahl, M. D., Makynen, E. A., Durhan, E. J., & Ankley, G. T. (2007). Linkage of biochemical responses to population-level effects: A case study with vitellogenin in the fathead minnow (Pimephales promelas). Environmental Toxicology and Chemistry, 26(3), 521-527.
Tyler, C. R., & Lancaster, P. (1993). Isolation and characterization of the receptor for vitellogenin from follicles of the rainbow trout, Oncorhynchus mykiss. Journal of Comparative Physiology B, 163, 225-233.
Tyler, C. R., van der Eerden, B., Jobling, S., Panter, G., & Sumpter, J. P. (1996). Measurement of vitellogenin, a biomarker for exposure to oestrogenic chemicals, in a wide variety of cyprinid fish. Journal of Comparative Physiology B, 166, 418-426.
Watanabe, K. H., Jensen, K. M., Orlando, E. F., Ankley, G. T., & Sepúlveda, M. S. (2016). Computational model of oocyte growth dynamics in fathead minnows. PLOS ONE, 11(1), e0146594.