| Literature DB >> 32625654 |
Helle Katrine Knutsen, Jan Alexander, Lars Barregård, Margherita Bignami, Beat Brüschweiler, Sandra Ceccatelli, Bruce Cottrill, Michael Dinovi, Lutz Edler, Bettina Grasl-Kraupp, Laurentius Ron Hoogenboom, Carlo Stefano Nebbia, Isabelle P Oswald, Annette Petersen, Martin Rose, Alain-Claude Roudot, Tanja Schwerdtle, Christiane Vleminckx, Günter Vollmer, Heather Wallace, Alfonso Lampen, Ian Morris, Aldert Piersma, Dieter Schrenk, Marco Binaglia, Sara Levorato, Christer Hogstrand.
Abstract
The CONTAM Panel updated the assessment of the risks for human health related to the presence of 3-monochloropropane diol (3-MCPD) and its fatty acid esters in food published in 2016 in view of the scientific divergence identified in the establishment of the tolerable daily intake (TDI) in the Joint FAO/WHO Expert Committee on Food Additives and Contaminants (FAO/WHO) report published in 2017. In this update, dose-response analysis was performed following the recent EFSA Scientific Committee guidance on the use of benchmark dose (BMD) approach in risk assessment, and a review of available data on developmental and reproduction toxicity was included. The outcome of this review indicates that in rats short-term exposure to 3-MCPD above 1 mg/kg body weight (bw) per day can induce reduced sperm motility associated with reduced male fecundity. Decreased sperm count and histopathological changes in the testis and epididymis were observed following longer treatment periods at higher doses. Regarding increased incidence kidney tubular hyperplasia, BMD analysis using model averaging resulted in a BMDL 10 of 0.20 mg/kg bw per day in male rats, which was selected as the new Reference Point (RP) for renal effects. For the effects on male fertility, decreased sperm motility was selected as the most sensitive relevant endpoint and a BMDL 05 of 0.44 mg/kg bw per day was calculated. The RP for renal effects was considered to derive an updated group TDI of 2 μg/kg bw per day for 3-MCPD and its fatty acid esters and was considered protective also for effects on male fertility. The established TDI of 2 μg/kg bw per day is not exceeded in the adult population. A slight exceedance of the TDI was observed in the high consumers of the younger age groups and in particular for the scenarios on infants receiving formula only.Entities:
Keywords: 3‐MCPD; benchmark dose; fatty acid esters; process contaminant; refined vegetable oils; risk assessment
Year: 2018 PMID: 32625654 PMCID: PMC7009698 DOI: 10.2903/j.efsa.2018.5083
Source DB: PubMed Journal: EFSA J ISSN: 1831-4732
Figure 1Flow chart describing the number of publications retrieved and subsequent selection applying the search and the exclusion criteria detailed in Section 2.1.1
Benchmark dose (BMD) modelling of incidence of renal tubular cell hyperplasia in rats using the new EFSA guidance on BMD (EFSA Scientific Committee, 2017)
| Study | Sex | Overall BMDL10–BMDU10
| BMDL10–BMDU10 (BMD10) applying model averaging |
|---|---|---|---|
| Sunahara et al. ( | M | 0.22–4.23 | 0.54–4.91 (1.47) |
| F | 0.29–3.26 | 0.55–3.70 (1.15) | |
| Cho et al. ( | M | 0.08–1.96 | 0.20–1.95 (0.68) |
| F | 17.0–37.3 | 21–36 (28) |
M: males; F: females; bw: body weight.
Lowest BMDL10–highest BMDU10 across acceptable models using the Akaike information criterion (AIC) method.
Model averaging calculated using the Wheeler and Bailer (2008) software.
Comparison of the results obtained from the BMD modelling of the incidence of renal tubular cell hyperplasia in rats by EFSA (EFSA CONTAM Panel, 2016) and JECFA (FAO/WHO, 2017)
| Study | Sex | EFSA selected BMDL10–BMD10 (mg/kg bw per day) | JECFA selected BMDL10–BMD10 (mg/kg bw per day) | JECFA BMDL10–BMD10 applying model averaging (mg/kg bw per day) |
|---|---|---|---|---|
| Sunahara et al. ( | M | 0.22–1.20 | 1.08–1.64 | 1.74–2.47 |
| F | 0.29–0.83 | 1.30–1.89 | 1.60–1.96 | |
| Cho et al. ( | M | 0.077–0.54 | 0.87–1.21 | 0.89–1.29 |
| F | 14–27 | 14.4–23.5 | 20.4–28.0 |
M: males; F: females; bw: body weight.
EFSA selected the lowest BMDL10 using the statistical criteria outlined in EFSA (2009), using models both with and without additional parameter constraints.
Gamma (unrestricted).
Quantal‐linear.
JECFA applied additional parameter constraints to models allowing for them, and selected the lowest acceptable BMDL10. In addition JECFA performed BMD analysis using the Wheeler and Bailer (2008) software for model averaging, only for comparison purposes.
Log‐logistic (restricted).
Figure 2Comparison of selected BMDL–BMDU intervals (in mg/kg bw per day) for the identified key renal and fertility effects of 3‐MCPD
Exposure duration and selected BMR are reported in brackets.
Summary of qualitative evaluation of the impact of uncertainties on the risk assessment of the dietary exposure to 3‐MCPD identified in the present opinion and in the EFSA CONTAM Panel (2016) opinion
| Sources of uncertainty | Direction |
|---|---|
| Data from few sources and from a limited number of samples | +/− |
| For some food groups not represented in the analytical data set occurrence data were imputed using a model | +/− |
| Missing occurrence data on some food groups | − |
| Data on only one form (free or ester‐bound) of 3‐MCPD in samples that may contain both forms | − |
| Use of occurrence data from a specific food group for a broader food group | +/− |
| Consumption data from few dietary surveys | +/− |
| Extent of hydrolysis of esterified forms of 3‐MCPD | + |
| Extrapolation from animal data for human risk assessment | +/– |
| Conversion of glycidol to 3‐MCPD may occur | +/− |
| Lack of data on toxicity in infants and juveniles especially male | − |
| Lack of appropriate studies on long‐term effects of 3‐MCPD on male fertility | − |
+: uncertainty with potential to cause overestimation of exposure/risk; −: uncertainty with potential to cause underestimation of exposure/risk.
| Mesh terms | Emtree terms | |
|---|---|---|
|
| “Urogenital System”[Mesh] | ‘genital system’/exp |
| “Embryonic Structures”[Mesh]: |
‘embryonic and placental structures’/exp ‘animal embryo’/exp | |
|
| “Reproductive Physiological Phenomena”[Mesh]: |
‘reproduction’/exp: ‘genital system function’/exp |
| “Developmental Biology”[Mesh]: |
‘developmental biology’/exp ‘prenatal development’/exp | |
| “Growth and Development”[Mesh] | ‘prenatal growth’/exp | |
|
| “Maternal‐Fetal Relations/drugs effects”[Mesh] | |
| “Infertility”[Mesh] | ‘infertility’/exp | |
| “Pregnancy Complications”[Mesh]: |
‘pregnancy disorder’/exp ‘prenatal disorder’/exp ‘developmental disorder’/exp: | |
| “Teratogens”[Mesh] |
‘teratogenicity’/exp ‘embryotoxicity’/exp | |
| “Abnormalities, Drug‐Induced”[Mesh] | ‘congenital malformation’/exp |
| Reference | Species, strain | Compound(s) and exposure protocol (duration, recovery, regime, number of animals, timing) | Sex | Doses tested | Developmental and reproductive endpoints | NOAEL | LOAEL | Comments |
|---|---|---|---|---|---|---|---|---|
|
| ||||||||
| Ban et al. ( | Rat, Sprague–Dawley Crj:CD | 3‐MCPD, 9 days, gavage, 14–15 animals/dose group, 1/day | M | 0, 1, 3 or 10 mg/kg bw | Reproductive organs weight; Epididymis sperm motility parameters and count; Fertility Pre/post‐implantation loss; Fetal viability | 1 mg/kg bw per day (sperm motility, fertility) | 3 mg/kg bw per day (sperm motility, fertility) | Data also included in Ban et al. ( |
| Ban et al. ( | Rat, Sprague–Dawley Crj:CD | 3‐MCPD, 9–28 days exposure (w/or w/o 3–28 days recovery), gavage, 14–15 animals/dose group, 1/day or single dose | M | Range: 1–16 mg/kg bw | Reproductive organs weight; Sperm count and motility; Fertility | 1 mg/kg bw per day (sperm motility, fertility) | 3 mg/kg bw per day (sperm motility, fertility) | Collaborative study, include data from Ban et al. ( |
| Barocelli et al. ( | Rat, Wistar | 3‐MCPD or 3‐MCPD dipalmitate, 90 days, gavage, 10–20 animals/sex per dose group, 1/day | M, F |
3‐MCPD: 1.84, 7.37 or 29.5 mg/kg bw 3‐MCPD dipalmitate: 9.87, 39.19 or 156.75 mg/kg bw (equimolar to 1.84, 7.37 and 29.5 mg/kg bw of free 3‐MCPD, respectively) | Reproductive organs histopathology |
3‐MCPD: – 3‐MCPD dipalmitate: 39.19 (testis histopathology) |
3‐MCPD: 1.84 (testis histopathology) 3‐MCPD dipalmitate: 156.75 (testis histopathology) | Minor limitations of the study included a low concentration of 3‐MCPD in the rat food and corn oil administration vehicle (over 1,000‐fold less than the lowest dose of 3‐MCPD); timeframes of administration of the different compounds and doses were staggered, although each phase had its own concurrent control group |
| Cho et al. ( | Mouse, B6C3F1 | 3‐MCPD, 13 weeks, diet (drinking water), 10 animals/sex per dose group, | M, F |
M: 0.94, 4.59, 18.05, 36.97 or 76.79 mg/kg bw per day F: 0.79, 3.94, 15.02, 30.23 or 61.34 mg/kg bw per day | Reproductive organs weight and histopathology; Cauda epididymis sperm motility; Vaginal cytology |
36.97 mg/kg bw (sperm motility) 4.59 mg/kg bw (germinal epithelium degeneration) |
76.79 mg/kg bw (sperm motility) 18.05 mg/kg bw (germinal epithelium degeneration) | |
| Cho et al. ( | Rat, Sprague–Dawley | 3‐MCPD, 2 years, diet (drinking water), 50 animals/sex/per dose group, | M, F |
M: 1.97, 8.27 or 29.50 mg/kg bw per day F: 2.68, 10.34 or 37.03 mg/kg bw per day | Reproductive organs histopathology | 8.27 mg/kg bw (epididymal atrophy) |
1.97 mg/kg bw (seminiferous tubular atrophy and arteritis/periarteritis) 29.50 mg/kg bw (epididymal atrophy) | |
| Hoyt et al. ( | Rat, Sprague–Dawley | 3‐MCPD, 2 weeks (w/or w/o 2 weeks recovery), gavage, 10 animals/dose group, 1/day | M Fertility was studies mating treated with untreated F | 0, 1, 5 or 25 mg/kg bw | Reproductive organs weight and histopathology; Cauda epididymis sperm count morphology and motility; Fertility | 1 mg/kg bw (sperm motility, decreased fertility) | 5 mg/kg bw (sperm motility, decreased fertility) | |
| Kim et al. ( | Rat, Sprague–Dawley | 3‐MCPD, 7 days, gavage, 6 animals/dose group, 1/day | M | 0, 3, 10 or 30 mg/kg bw |
Reproductive organs weight and histopathology; testis sperm count; Cauda epididymis sperm motility and morphology; Epididymis enzyme levels | – | 3 mg/kg bw per day (vacuolisation of epididymal epithelium) | |
| Li et al. ( | Rat, Sprague–Dawley | 3‐MCPD, 90 days, gavage, 22 animals/dose group, 1/day | M | 0.25, 0.5, 1.0, 2.0, 4.0, 8.0 or 16.0 mg/kg bw | Reproductive organs weight and histopathology; Epididymis sperm count, viability and morphology; Testicular enzymes (LDH, LDH‐X) levels |
2.0 mg/kg bw per day (sperm count) 4.0 mg/kg bw per day (sperm viability) |
4.0 mg/kg bw per day (sperm count) 8.0 mg/kg bw per day (sperm viability) | |
| Mineshima et al. ( | Rat, Sprague–Dawley Crj:CD (mostly) | 3‐MCPD, 1–2 weeks, gavage, 4–10 animals/dose group, 1/day | M | 2.5, 5.0 or 10.0 mg/kg bw | Cauda epididymis/testis sperm motility, count and morphology; Fertility | – | 2.5 mg/kg bw (sperm motility and fertility) | Study designed as a multilaboratory comparison of different methods for sperm motility assessment. Data presentation other than for motility is very limited |
| Onami et al. ( | Rat, F344 | 3‐MCPD, 3‐MCPD palmitate diester (CDP), 3‐MCPD palmitate monoester (CMP) or 3‐MCPD oleate diester (CDO), 13 weeks, gavage, 10 animals/sex per dose group, 1/day | F, M |
3‐MCPD: 40 mg/kg bw CDP: 14, 55 or 220 mg/kg bw* CMP: 8, 32 or 130 mg/kg bw* CDO: 15, 60 or 240 mg/kg bw* (common control group included) *Doses equimolar to 2.5, 10.0 and 40.0 mg/kg bw of free 3‐MCPD, respectively | Reproductive organs weight and histopathology |
CDP: 55 mg/kg bw per day CMP: 32 mg/kg bw per day CDO: 60 mg/kg bw per day (apoptosis in epididymal epithelium) |
CDP: 220 mg/kg bw per day CMP: 130 mg/kg bw per day CDO: 240 mg/kg bw per day (apoptosis in epididymal epithelium) | |
| Takayama et al. ( | Rat, Sprague–Dawley | 3‐MCPD, 2 weeks, gavage, 7 animals/dose group, 1/day | M | 0, 2 or 8 mg/kg bw | Reproductive organs weight and histopathology; Sperm motility, activity and viability; Fertility | 2.0 mg/kg bw per day (fertility) |
2.0 mg/kg bw per day (sperm motility) 8.0 mg/kg bw per day (fertility) | Lack of details in the study report (e.g. age and bw of animals at the beginning of the study, SD or SE not reported) |
| Vickery et al. ( | Rat, Sprague–Dawley |
Exp.1 = 3‐MCPD, 3 weeks, gavage, 5 animals/dose group, 1/day Exp.2 = 3‐MCPD, 9 days, gavage, 5 animals/dose group, 1/day Exp.3 = 3‐MCPD, 4 months + 20 days recovery, gavage, 5 animals/dose group, 1/day | M |
Exp.1/3 = 0.2, 1.0, 2.5, 5.0, 10 or 25 mg/kg bw Exp.2 = 1.25, 2.5, 5 or 10 mg/kg bw | Reproductive organs histopathology; Sperm count (uterine, after mating); Fertility | Exp. 1: 1.0 mg/kg bw per day (decreased pregnancy rate) |
Exp. 1: 2.5 mg/kg bw per day (decreased pregnancy rate) Exp. 2: 1.25 mg/kg bw per day (recovery of uterine fertilised eggs) | Fertility was studied in unexposed females mated with exposed males. Sperm was only collected from uterus and oviduct of unexposed females following mating |
| Yamada et al. ( | Rat, Sprague–Dawley Crj:CD | 3‐MCPD, 4 weeks (w/or w/o 2 weeks recovery), gavage, 7–12 animals/dose group, 1/day | M | 0, 2 or 8 mg/kg bw | Reproductive organs weight and histopathology; Cauda epididymis sperm motility, count and morphology; Fertility; Post‐implantation loss; Foetal viability and weight | 2.0 mg/kg bw per day (sperm motility and decreased fertility) | ||
| Zhang et al. ( | Rat, Sprague–Dawley | ( | M | 0, 2.5, 5.0 or 10.0 mg/kg bw | Cauda epididymis sperm motility and hyperactivity; Sperm enzymes (ATP, cAMP, GAPDS) levels | 2.5 mg/kg bw per day (sperm motility) | Only sperm parameters measured | |
|
| ||||||||
| Banik et al. ( | Rat, Sprague–Dawley Crj:CD |
3‐MCPD, 13–50 days, gavage, 5–13 animals/dose group, 1/day Animals treated for 50 days (low‐dose group), 17 (or 34) days (mid‐dose group), or 20 days (high‐dose group) | M | 0, 0.5, 2.5 or 25 mg/rat per day (corresponding to ~ 1.3, 2.7 and 27 mg/kg bw, respectively, based on mean rat weights) | Fertility | 1.3 mg/kg bw per day (fertility) | 2.7 mg/kg bw per day (fertility) | Different dose groups were treated for periods varying between 17 and 50 days (treatment periods decreasing with increasing dosage). Data are not suitable for hazard characterisation |
| Coppola ( | Rat, Wistar | 3‐MCPD, 14 days, gavage, 6–24 animals/dose group, 1/day | M |
0, 0.1, 0.5, 1, 5, 10, 25, 50 mg/kg bw per day (main study) 0 and 8 mg/kg bw per day (satellite study) | Reproductive Main study: prostate and testes weights, fertility; Satellite study: Sperm count and motility; Fertility | 1.0 mg/kg bw per day (fertility) | 5 mg/kg bw per day (fertility) | No dose–response analysis possible for sperm quality parameters (only one dose tested) |
| Johnson and Pursel ( | Pigs | 3‐MCPD, 5 days, diet, 1–2 animals/dose group, 1/day | M | Exp. 1 = 1, 5, 25 or 50 mg/kg bw | Reproductive organs histopathology; Sperm count, motility and morphology; Fertility | 1 mg/kg bw per day (fertility) | No independent control group, very low number of animals per group | |
| Kwack et al. ( | Rat, Sprague–Dawley | 3‐MCPD, 4 weeks, gavage, 15 animals/dose group, | M | 0, 0.01, 0.05, 0.25, 1 or 5 mg/kg bw | Reproductive organs weight and histopathology; Sperm count and motility; Fertility; Number of corpora lutea, implants and resorptions; Fetal viability, weight and morphology; Placental weight | 0.05 mg/kg bw per day (decreased epididymal sperm count) | 0.25 mg/kg bw per day (decreased epididymal sperm count) |
Lack of methodological details and inconsistency in the reporting results on fertility and reproduction Decrease in epididymal sperm count was difficult to explain in the absence of histopathological findings |
| Rooney and Jackson ( | Rat, Wistar American strain | 3‐MCPD, 3‐MCPD nitrobenzoate or 3‐MCPD acetamidobenzoate, single administration or 1–25 weeks, gavage, 5 animals/dose group, 1/day | M |
3‐MCPD: 10 or 20 mg/kg bw; 3‐MCPD nitrobenzoate: 25, 75, 600 or 3,000 mg/kg bw (equimolar to 0.06, 0.18, 1.47 and 7.35 nmol/kg bw of free 3‐MCPD, respectively); 3‐MCPD acetamidobenzoate: 25 or 400 mg/kg bw (equimolar to 0.09 and 1.54 nmol/kg bw of free 3‐MCPD, respectively) | Fertility | – | – | The study is limited in both detail and scope. The esters used would not be likely to occur in food although the data does support that esterification of 3‐MCPD decreases the potency in comparison to free 3‐MCPD |
| Sawada et al. ( | Rat, Wistar Crl:WI | 3‐MCPD or 3‐MCPD dipalmitate, 28 days, gavage, 2–6 animals dose group, 1/day | M |
3‐MCPD = 10 mg/kg bw 3‐MCPD dipalmitate = 13.3 or 53.0 mg/kg bw (corresponding to 2.5 and 10 mg/kg bw, respectively) | Testis weight, histopathology and proteomics analysis | – | – | Little value for risk assessment with exception that it suggests esters effects due to metabolism to free MCPD. Proteomic analysis was on whole testis and not on the epididymis or sperm |
|
| ||||||||
| Ericsson and Baker ( | Rat, Sprague–Dawley (Spartan and Upjohn); Guinea‐pigs |
Exp.1 (rats) = 3‐MCPD, 8 days, s.c. injection, 3 animals/dose group, 1/day; Exp.2 (rats) = 3‐MCPD, 1–8 days, gavage, 3–63 animals/dose group, 1/day Exp.3 (guinea pigs) = 3‐MCPD, 45 days, s.c. injection, 4 animals/dose group, 1/day | M |
Exp.1 = 0.5, 1.5, 3.0 mg/day; Exp.2 = 1.0, 1.5, 2.0, 3.0, 5.0, 10, 15 or 30 mg/day; Exp.3: 50 mg/day | Reproductive organs weight and histopathology; Sperm motility; Fertility | – | – | No control group included, dose–response analysis not possible |
| Ericsson and Ericsson ( | Rat, Sprague–Dawley (Spartan) |
Exp.1 = 3‐MCPD, single administration, gavage, 9–10 animals/dose group Exp.2 = 3‐MCPD, 7 days, 3–5 animals/dose group, 1/day Exp.3 = 3‐MCPD, 78 days, 7–9 animals/dose group, 2/day | M |
Exp.1 = 30, 40, 50 or 60 mg/kg bw; Exp.2 = 20, 40, 60 or 80 mg/kg bw; Exp.3 = 15, 30 or 45 mg/kg bw | Epididymis histopathology | – | – | No control group included, dose–response analysis not possible |
| Ford and Harrison ( | Rat, CD; Mice, CD‐1; guinea pig; golden hamster |
Exp.1 (rats) = 3‐MCPD, 10 days, gavage, 4 animals/dose group, 1/day; Exp.2 (rats) = 3‐MCPD, 1–4 days, gavage, 4 animals/dose group, 1/day; Exp.3 (rats) = 3‐MCPD, 3–10 days, gavage (after ligature of epididymis), 5 animals/dose group, 1/day; Exp.4 (hamsters) = 3‐MCPD, 10 days, gavage, 4 animals/dose group, 1/day; Exp.5 (guinea pigs): 3‐MCPD, 10 days, s.c. injection, 4 animals/dose group, 1/day; Exp.6 (mice) = 3‐MCPD, 10 days, gavage, 8 animals/dose group, 1/day | M |
Exp. 1 = 4, 8 or 25 mg/kg bw Exp.2/3 = 8 mg/kg bw Exp.4 = 50 or 100 mg/kg bw Exp.5 = 66 mg/kg bw Exp. 6 = 44 mg/kg bw | Epididymis sperm count and enzyme activity (GAPDH) | – | – | Experiments mainly focussing on the identification of the mode of action of fertility effects. Data not suitable for hazard characterisation |
| Helal ( | Rat, Nile field and Albino | 3‐MCPD, single administration, gavage, 5 animals/dose group | M | 0.5, 1, 2, 4, 6, 10, 20, 40, 60 or 80 mg/kg bw |
Reproductive organs histopathology; Fertility | – | – | Limitations in the reporting of the study design and performance. Single administration study |
| Jackson et al. ( | Rat (strain not specified) |
Exp.1 = ( Exp.2 = ( | M |
Exp.1 = 0, 12.5 (racemic mixture) or 25 ( Exp.2 = 0, 2.5 or 5 mg/kg bw | Fertility | – | – | No statistics, no threshold dose calculation possible |
| Zhang et al. ( | Mouse, CD‐1 (ICR) | 3‐MCPD, 2 or 8 months, gavage, 4–16 animals/dose group, 1/day (presumed, not explicitly stated) | M | 0, 2.9, 5.9 or 11.7 mg/kg bw | Reproductive organs weight and histopathology; Epididymis sperm count; Fertility and mating | 11.7 mg/kg bw per day (mating and fertility after 2 months; epididymis sperm count, testis and epididymis histopathology after 8 months) | – | Unclear dose regime and randomisation |
bw: body weight; CDO: 3‐MCPD oleate diester; CDP: 3‐MCPD palmitate diester; CMP: 3‐MCPD palmitate monoester; F: female; LOAEL: lowest‐observed‐adverse‐effect level; M: male; MCPD: 3‐ and 2‐monochloropropane diol; SD: standard deviation; SE: standard error; LDH: lactate dehydrogenase; ATP: glyceraldehyde‐3‐phosphate dehydrogenase; cAMP: cyclic adenosine monophosphate; GAPDH: glyceraldehyde‐3‐phosphate dehydrogenase.
| Dose (mg/kg bw per day) | Incidence of tubular cell hyperplasia | Number of animals |
|---|---|---|
| 0.11 | 3 | 50 |
| 1.10 | 6 | 50 |
| 5.20 | 15 | 50 |
| 28.30 | 34 | 50 |
bw: body weight.
| Model | Number of parameters | Log‐likelihood | AIC | BMD | BMDL | BMDU | Converged | Accepted AIC |
|---|---|---|---|---|---|---|---|---|
| Null | 1 | −120.43 | 242.86 | NA | NA | NA | Yes | |
| Full | 4 | −91.58 | 191.16 | NA | NA | NA | Yes | |
| Logistic | 2 | −94.54 | 193.08 | 6.43 | NA | NA | Yes | No |
| Probit | 2 | −94.32 | 192.64 | 6.00 | NA | NA | Yes | No |
| Log‐logistic | 3 | −91.58 | 189.16 | 1.64 | 0.42 | 4.11 | Yes | Yes |
| Log‐probit | 3 | −91.60 | 189.20 | 1.80 | 0.58 | 4.23 | Yes | Yes |
| Weibull | 3 | −91.60 | 189.20 | 1.32 | 0.28 | 3.96 | Yes | Yes |
| Gamma | 3 | −91.62 | 189.24 | 1.22 | 0.22 | 4.03 | Yes | Yes |
| Two‐stage | 3 | −92.11 | 190.22 | 2.59 | 1.95 | 3.60 | Yes | Yes |
| LVM: Expon. m3‐ | 3 | −91.63 | 189.26 | 0.34 | 0.89 | 3.62 | Yes | Yes |
| LVM: Hill m3‐ | 3 | −91.61 | 189.22 | 0.31 | 1.10 | 3.74 | Yes | Yes |
AIC: Akaike information criterion; BMD: benchmark dose; BMDL: benchmark dose lower confidence limit; BMDU: benchmark dose upper confidence limit.
| two.stage | log.logist | Weibull | log.prob | Gamma | Logistic | Probit | EXP | HILL |
|---|---|---|---|---|---|---|---|---|
| 0.09 | 0.15 | 0.15 | 0.15 | 0.14 | 0.02 | 0.03 | 0.14 | 0.14 |
| BMD | BMDL | BMDU |
|---|---|---|
| 1.47 | 0.54 | 4.91 |
| Dose (mg/kg bw per day) | Incidence of tubular cell hyperplasia | Number of animals |
|---|---|---|
| 0.14 | 2 | 50 |
| 1.4 | 4 | 50 |
| 7.0 | 20 | 50 |
| 35.3 | 31 | 50 |
| Model | Number of parameters | Log‐likelihood | AIC | BMD | BMDL | BMDU | Converged | Accepted AIC |
|---|---|---|---|---|---|---|---|---|
| Null | 1 | −119.52 | 241.04 | NA | NA | NA | Yes | |
| Full | 4 | −89.19 | 186.38 | NA | NA | NA | Yes | |
| Logistic | 2 | −97.97 | 199.94 | 8.49 | NA | NA | Yes | No |
| Probit | 2 | −97.61 | 199.22 | 7.94 | NA | NA | Yes | No |
| Log‐logistic | 3 | −90.34 | 186.68 | 1.23 | 0.41 | 2.98 | Yes | Yes |
| Log‐probit | 3 | −90.19 | 186.38 | 1.55 | 0.47 | 3.26 | Yes | Yes |
| Weibull | 3 | −90.71 | 187.42 | 0.84 | 0.33 | 1.68 | Yes | Yes |
| Gamma | 3 | −90.92 | 187.84 | 0.83 | 0.29 | 1.72 | Yes | Yes |
| Two‐stage | 3 | −93.01 | 192.02 | 3.24 | NA | NA | Yes | No |
| LVM: Expon. m5‐ | 4 | −89.19 | 186.38 | 1.00 | 0.48 | 2.08 | Yes | Yes |
| LVM: Hill m5‐ | 4 | −89.19 | 186.38 | 0.95 | 0.42 | 2.04 | Yes | Yes |
AIC: Akaike information criterion; BMD: benchmark dose; BMDL: benchmark dose lower confidence limit; BMDU: benchmark dose upper confidence limit.
| two.stage | log.logist | Weibull | log.prob | Gamma | Logistic | Probit | EXP | HILL |
|---|---|---|---|---|---|---|---|---|
| 0.01 | 0.21 | 0.14 | 0.24 | 0.12 | 0 | 0 | 0.1 | 0.17 |
| BMD | BMDL | BMDU |
|---|---|---|
| 1.15 | 0.55 | 3.7 |
| Dose (mg/kg bw per day) | Incidence of tubular cell hyperplasia | Number of animals |
|---|---|---|
| 0.0 | 1 | 50 |
| 2.0 | 11 | 50 |
| 8.3 | 21 | 50 |
| 29.5 | 36 | 50 |
bw: body weight.
| Model | Number of parameters | Log‐likelihood | AIC | BMD | BMDL | BMDU | Converged | Accepted AIC |
|---|---|---|---|---|---|---|---|---|
| Null | 1 | −128.86 | 259.72 | NA | NA | NA | Yes | |
| Full | 4 | −94.91 | 197.82 | NA | NA | NA | Yes | |
| Logistic | 2 | −102.47 | 208.94 | 5.63 | NA | NA | Yes | No |
| Probit | 2 | −102.18 | 208.36 | 5.36 | NA | NA | Yes | No |
| Log‐logistic | 3 | −95.07 | 196.14 | 0.85 | 0.23 | 1.91 | Yes | Yes |
| Log‐probit | 3 | −95.10 | 196.20 | 0.93 | 0.28 | 1.96 | Yes | Yes |
| Weibull | 3 | −94.94 | 195.88 | 0.64 | 0.14 | 1.66 | Yes | Yes |
| Gamma | 3 | −94.91 | 195.82 | 0.54 | 0.08 | 1.61 | Yes | Yes |
| Two‐stage | 3 | −97.44 | 200.88 | 2.14 | NA | NA | Yes | No |
| LVM: Expon. m3‐ | 3 | −94.92 | 195.84 | 0.49 | 0.17 | 1.42 | Yes | Yes |
| LVM: Hill m3‐ | 3 | −94.93 | 195.86 | 0.59 | 0.13 | 1.55 | Yes | Yes |
AIC: Akaike information criterion; BMD: benchmark dose; BMDL: benchmark dose lower confidence limit; BMDU: benchmark dose upper confidence limit.
| two.stage | log.logist | Weibull | log.prob | Gamma | Logistic | Probit | EXP | HILL |
|---|---|---|---|---|---|---|---|---|
| 0.01 | 0.15 | 0.17 | 0.14 | 0.18 | 0 | 0 | 0.17 | 0.17 |
| BMD | BMDL | BMDU |
|---|---|---|
| 0.68 | 0.20 | 1.95 |
| Dose (mg/kg bw per day) | Incidence of tubular cell hyperplasia | Number of animals |
|---|---|---|
| 0.0 | 1 | 50 |
| 2.7 | 0 | 50 |
| 10.3 | 1 | 50 |
| 37.0 | 10 | 50 |
bw: body weight.
| Model | Number of parameters | Log‐likelihood | AIC | BMD | BMDL | BMDU | Converged | Accepted AIC |
|---|---|---|---|---|---|---|---|---|
| Null | 1 | −45.39 | 92.78 | NA | NA | NA | Yes | |
| Full | 4 | −34.82 | 77.64 | NA | NA | NA | Yes | |
| Logistic | 2 | −35.66 | 75.32 | 29 | 24.1 | 35.8 | Yes | Yes |
| Probit | 2 | −35.71 | 75.42 | 28 | 22.4 | 35.7 | Yes | Yes |
| Log‐logistic | 3 | −35.54 | 77.08 | 28 | 18.2 | 36.8 | Yes | Yes |
| Log‐probit | 3 | −35.53 | 77.06 | 26 | 17.0 | 37.2 | Yes | Yes |
| Weibull | 3 | −35.54 | 77.08 | 28 | 18.6 | 37.2 | Yes | Yes |
| Gamma | 3 | −35.53 | 77.06 | 27 | 18.4 | 37.0 | Yes | Yes |
| Two‐stage | 3 | −35.61 | 77.22 | 26 | 20.6 | 35.8 | No | Yes |
| LVM: Expon. m3‐ | 3 | −35.57 | 77.14 | 31 | 20.2 | 36.7 | Yes | Yes |
| LVM: Hill m3‐ | 3 | −35.56 | 77.12 | 30 | 19.7 | 36.6 | Yes | Yes |
AIC: Akaike information criterion; BMD: benchmark dose; BMDL: benchmark dose lower confidence limit; BMDU: benchmark dose upper confidence limit.
| two.stage | log.logist | Weibull | log.prob | Gamma | Logistic | Probit | EXP | HILL |
|---|---|---|---|---|---|---|---|---|
| 0.08 | 0.09 | 0.09 | 0.09 | 0.09 | 0.21 | 0.2 | 0.08 | 0.08 |
| BMD | BMDL | BMDU |
|---|---|---|
| 28 | 20 | 36 |
| Dose (mg/kg bw per day) | VCL (μm/s) | SD (μm/s) | N |
|---|---|---|---|
| 0 | 449.9 | 27.8 | 12 |
| 1 | 441.3 | 39.8 | 12 |
| 3 | 402.0 | 20.4 | 13 |
| 10 | 309.2 | 73.2 | 13 |
bw: body weight; VCL: curvilinear velocity; SD: standard deviation.
| Model | Converged | loglik | npar | AIC |
|---|---|---|---|---|
| Full | Yes | 31.93 | 5 | −53.86 |
| m1‐ (null) | Yes | 8.17 | 2 | −12.34 |
| Expon. m3‐ | Yes | 31.89 | 4 | −55.78 |
| Expon. m5‐ | Yes | 31.93 | 5 | −53.86 |
| Hill m3‐ | Yes | 31.90 | 4 | −55.80 |
| Hill m5‐ | Yes | 31.93 | 5 | −53.86 |
AIC: Akaike information criterion.
| Model | BMDL | BMDU | BMD |
|---|---|---|---|
| Expon. m3‐ | 0.44 | 3.88 | 1.5 |
| Hill m3‐ | 0.51 | 3.83 | 1.5 |
BMD: benchmark dose; BMDL: benchmark dose lower confidence limit; BMDU: benchmark dose upper confidence limit.
| Dose | Sperm count (1 × 106/g) | SD (1 × 106/g) | N |
|---|---|---|---|
| 0.00 | 202.0 | 46.4 | 22 |
| 0.25 | 197.0 | 41.7 | 22 |
| 0.50 | 185.7 | 97.2 | 22 |
| 1.00 | 178.4 | 57.0 | 22 |
| 2.00 | 170.0 | 71.7 | 22 |
| 4.00 | 151.4 | 68.6 | 22 |
| 8.00 | 91.8 | 43.9 | 21 |
| 16.00 | 52.9 | 29.7 | 20 |
| Model | Converged | loglik | npar | AIC |
|---|---|---|---|---|
| Full | Yes | −80.91 | 9 | 179.82 |
| m1‐ | Yes | −157.13 | 2 | 318.26 |
| Expon. m3‐ | Yes | −82.53 | 4 | 173.06 |
| Expon. m5‐ | Yes | −82.34 | 5 | 174.68 |
| Hill m3‐ | Yes | −82.51 | 4 | 173.02 |
| Hill m5‐ | Yes | −82.51 | 5 | 175.02 |
AIC: Akaike information criterion.
| Model | BMDL | BMDU | BMD |
|---|---|---|---|
| Expon. m3‐ | 1.34 | 3.74 | 2.39 |
| Hill m3‐ | 1.94 | 4.25 | 3.02 |
BMD: benchmark dose; BMDL: benchmark dose lower confidence limit; BMDU: benchmark dose upper confidence limit.
| Dose (mg/kg bw per day) | Testis atrophy | N |
|---|---|---|
| 0.0 | 6 | 50 |
| 1.97 | 16 | 50 |
| 8.3 | 13 | 50 |
| 29.5 | 34 | 50 |
bw: body weight.
| Model | No. of parameters | loglik | AIC | Accepted | BMDL | BMDU | BMD | conv |
|---|---|---|---|---|---|---|---|---|
| Null | 1 | −128.86 | 259.72 | NA | NA | NA | NA | |
| Full | 4 | −109.69 | 227.38 | NA | NA | NA | NA | |
| Two.stage | 3 | −112.35 | 230.70 | No | NA | NA | 5.8 | Yes |
| Log.logist | 3 | −112.64 | 231.28 | No | NA | NA | 9.7 | Yes |
| Weibull | 3 | −112.57 | 231.14 | No | NA | NA | 7.2 | Yes |
| Log.prob | 3 | −113.40 | 232.80 | No | NA | NA | 2.2 | Yes |
| Gamma | 3 | −112.53 | 231.06 | No | NA | NA | 2.0 | Yes |
| Logistic | 2 | −112.32 | 228.64 | Yes | 5.030 | 7.93 | 6.2 | Yes |
| Probit | 2 | −112.32 | 228.64 | Yes | 4.860 | 7.63 | 6.0 | Yes |
| LVM: Expon. m3‐ | 3 | −112.17 | 230.34 | No | 0.195 | 24.10 | 2.7 | Yes |
| LVM: Hill m3‐ | 3 | −112.31 | 230.62 | No | 0.218 | 17.80 | 3.0 | Yes |
AIC: Akaike information criterion; BMD: benchmark dose; BMDL: benchmark dose lower confidence limit; BMDU: benchmark dose upper confidence limit.
| two.stage | log.logist | Weibull | log.prob | Gamma | Logistic | Probit | EXP | HILL |
|---|---|---|---|---|---|---|---|---|
| 0.09 | 0.06 | 0.07 | 0.03 | 0.07 | 0.24 | 0.24 | 0.1 | 0.09 |
| BMD | BMDL | BMDU |
|---|---|---|
| 4.86 | 1.55 | 14.4 |
| Dose | Incidence | N |
|---|---|---|
| 0 | 0 | 6 |
| 3 | 1 | 6 |
| 10 | 4 | 6 |
| 30 | 6 | 6 |
| Model | No. of parameters | loglik | AIC | Accepted | BMDL | BMDU | BMD | conv |
|---|---|---|---|---|---|---|---|---|
| Null | 1 | −16.55 | 35.10 | NA | NA | NA | NA | |
| Full | 4 | −6.52 | 21.04 | NA | NA | NA | NA | |
| Two.stage | 3 | −6.53 | 19.06 | Yes | 0.592 | 4.74 | 2.0 | Yes |
| Log.logist | 3 | −6.77 | 19.54 | No | NA | NA | 2.5 | Yes |
| Weibull | 3 | −6.54 | 19.08 | Yes | 0.269 | 9.93 | 2.2 | Yes |
| Log.prob | 3 | −6.69 | 19.38 | Yes | 0.581 | 10.70 | 2.6 | Yes |
| Gamma | 3 | −6.57 | 19.14 | Yes | 0.154 | 9.53 | 2.3 | Yes |
| Logistic | 2 | −6.83 | 17.66 | Yes | 1.740 | 6.12 | 3.4 | Yes |
| Probit | 2 | −6.76 | 17.52 | Yes | 1.670 | 5.60 | 3.2 | Yes |
| LVM: Expon. m3‐ | 3 | −6.55 | 19.10 | Yes | 0.224 | 7.93 | 2.2 | Yes |
| LVM: Hill m3‐ | 3 | −6.59 | 19.18 | Yes | 0.309 | 7.54 | 2.4 | Yes |
AIC: Akaike information criterion; BMD: benchmark dose; BMDL: benchmark dose lower confidence limit; BMDU: benchmark dose upper confidence limit.
| two.stage | log.logist | Weibull | log.prob | Gamma | Logistic | Probit | EXP | HILL |
|---|---|---|---|---|---|---|---|---|
| 0.09 | 0.07 | 0.09 | 0.08 | 0.09 | 0.19 | 0.2 | 0.09 | 0.09 |
| BMD | BMDL | BMDU |
|---|---|---|
| 2.59 | 1.34 | 8.50 |