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Diss Factsheets

Environmental fate & pathways

Biodegradation in water: screening tests

Administrative data

Endpoint:
biodegradation in water: ready biodegradability
Type of information:
(Q)SAR
Adequacy of study:
key study
Reliability:
2 (reliable with restrictions)
Rationale for reliability incl. deficiencies:
results derived from a valid (Q)SAR model and falling into its applicability domain, with adequate and reliable documentation / justification
Justification for type of information:
Please refer to QMRF and QPRF in the section "Overall remarks" and "Executive summary", respectively.

Data source

Referenceopen allclose all

Reference Type:
other: EPIWin calculation
Title:
Unnamed
Year:
2017
Report date:
2017
Reference Type:
other: Estimation software
Title:
Estimation Programs Interface Suite for Microsoft Windows, v4.11
Author:
US-EPA
Year:
2012
Bibliographic source:
United States Environmental Protection Agency, Washington, DC, USA

Materials and methods

Test guideline
Qualifier:
no guideline followed
Principles of method if other than guideline:
Prediction of ready biodegradability based on EPI Suite v4.11 BIOWIN v4.10.
GLP compliance:
no

Test material

Constituent 1
Reference substance name:
(1S,2S)-1-methyl-4-(propan-2-yl)-7-oxabicyclo[2.2.1]heptan-2-ol
Cas Number:
87172-89-2
IUPAC Name:
(1S,2S)-1-methyl-4-(propan-2-yl)-7-oxabicyclo[2.2.1]heptan-2-ol
Test material form:
solid

Results and discussion

% Degradationopen allclose all
Key result
Remarks on result:
other: Ready biodegradability prediction: Substance is not readily biodegradable.
Key result
Remarks on result:
other: Biowin1: Does not biodegrade fast; Biowin2: Does not biodegrade fast; Biowin3: Weeks-Months; Biowin4: Days-Weeks; Biowin5: Biodegrades fast; BIOWIN6: Does not biodegrade fast

Any other information on results incl. tables

BIOWIN (v4.10) Program Results:

==============================

SMILES : CC(C)C12CCC(O1)(C(C2)O)C

MOL FOR: C10 H18 O2

MOL WT : 170.25

 

--------------------------- BIOWIN v4.10 Results ----------------------------

Biowin1 (Linear Model Prediction): Does Not Biodegrade Fast

Biowin2 (Non-Linear Model Prediction): Does Not Biodegrade Fast

Biowin3 (Ultimate Biodegradation Timeframe): Weeks-Months

Biowin4 (Primary Biodegradation Timeframe): Days-Weeks

Biowin5 (MITI Linear Model Prediction): Biodegrades Fast

Biowin6 (MITI Non-Linear Model Prediction): Does Not Biodegrade Fast

Biowin7 (Anaerobic Model Prediction): Does Not Biodegrade Fast

Ready Biodegradability Prediction: NO

 

TYPE

NUM

Biowin1 FRAGMENT DESCRIPTION

COEFF

VALUE

Frag

1

Aliphatic alcohol [-OH]

0.1587

0.1587

Frag

2

Carbon with 4 single bonds & no hydrogens

-0.1839

-0.3679

Frag

1

Aliphatic ether [C-O-C]

-0.3474

-0.3474

MolWt

*

Molecular Weight Parameter

 

-0.0811

Const

*

Equation Constant

 

0.7475

RESULT

Biowin1 (Linear Biodeg Probability)

 

0.1100

 

TYPE

NUM

Biowin2 FRAGMENT DESCRIPTION

COEFF

VALUE

Frag

1

Aliphatic alcohol [-OH]

1.1178

1.1178

Frag

2

Carbon with 4 single bonds & no hydrogens

-1.7232

-3.4464

Frag

1

Aliphatic ether [C-O-C]

-3.4294

-3.4294

MolWt

*

Molecular Weight Parameter

 

-2.4176

RESULT

Biowin2 (Non-Linear Biodeg Probability)

 

0.0057

A Probability Greater Than or Equal to 0.5 indicates --> Biodegrades Fast

A Probability Less Than 0.5 indicates --> Does NOT Biodegrade Fast

 

TYPE

NUM

Biowin3 FRAGMENT DESCRIPTION

COEFF

VALUE

Frag

1

Aliphatic alcohol [-OH]

0.1600

0.1600

Frag

2

Carbon with 4 single bonds & no hydrogens

-0.2121

-0.4242

Frag

1

Aliphatic ether [C-O-C]

-0.0087

-0.0087

MolWt

*

Molecular Weight Parameter

 

-0.3762

Const

*

Equation Constant

 

3.1992

RESULT

Biowin3 (Survey Model - Ultimate Biodeg)

 

2.5500

 

TYPE

NUM

Biowin4 FRAGMENT DESCRIPTION

COEFF

VALUE

Frag

1

Aliphatic alcohol [-OH]

0.1294

0.1294

Frag

2

Carbon with 4 single bonds & no hydrogens

-0.1534

-0.3069

Frag

1

Aliphatic ether [C-O-C]

-0.0097

-0.0097

MolWt

*

Molecular Weight Parameter

 

-0.2456

Const

*

Equation Constant

 

3.8477

RESULT

Biowin4 (Survey Model - Primary Biodeg)

3.4149

 

Result Classification: 5.00 -> hours 4.00 -> days 3.00 -> weeks

(Primary & Ultimate) 2.00 -> months 1.00 -> longer

 

TYPE

NUM

Biowin5 FRAGMENT DESCRIPTION

COEFF

VALUE

Frag

1

Aliphatic alcohol [-OH]

0.1611

0.1611

Frag

2

Carbon with 4 single bonds & no hydrogens

0.0676

0.1352

Frag

1

Aliphatic ether [C-O-C]

0.0015

0.0015

Frag

3

Methyl [-CH3]

0.0004

0.0012

Frag

1

-CH- [linear]

-0.0507

-0.0507

Frag

3

-CH2- [cyclic]

0.0197

0.0592

Frag

1

-CH - [cyclic]

0.0124

0.0124

MolWt

*

Molecular Weight Parameter

 

-0.5065

Const

*

Equation Constant

 

0.7121

RESULT

Biowin5 (MITI Linear Biodeg Probability)

0.5257

 

 

TYPE

NUM

Biowin6 FRAGMENT DESCRIPTION

COEFF

VALUE

Frag

1

Aliphatic alcohol [-OH]

1.0041

1.0041

Frag

2

Carbon with 4 single bonds & no hydrogens

0.3990

0.7980

Frag

1

Aliphatic ether [C-O-C]

-0.1071

-0.1071

Frag

3

Methyl [-CH3]

0.0194

0.0583

Frag

1

-CH- [linear]

-0.0998

-0.0998

Frag

3

-CH2- [cyclic]

0.2365

0.7096

Frag

1

-CH - [cyclic]

-0.1295

-0.1295

MolWt

*

Molecular Weight Parameter

 

-4.9150

RESULT

Biowin6 (MITI Non-Linear Biodeg Probability)

0.4611

 

A Probability Greater Than or Equal to 0.5 indicates --> Readily Degradable

A Probability Less Than 0.5 indicates --> NOT Readily Degradable

 

Ready Biodegradability Prediction: (YES or NO)

----------------------------------------------

Criteria for the YES or NO prediction: If the Biowin3 (ultimate survey model) result is "weeks" or faster (i.e. "days", "days to weeks", or "weeks" AND the Biowin5 (MITI linear model) probability is >= 0.5, then the prediction is YES (readily biodegradable). If this condition is not satisfied, the prediction is NO (not readily biodegradable). This method

is based on application of Bayesian analysis to ready biodegradation data. Biowin5 and 6 also predict ready biodegradability, but for degradation in the OECD301C test only; using data from the Chemicals Evaluation and Research Institute Japan (CERIJ) database.

Applicant's summary and conclusion

Interpretation of results:
not readily biodegradable
Executive summary:

QPRF: BIOWIN v4.10

1.

Substance

See “Test material identity”

2.

General information

 

2.1

Date of QPRF

See “Data Source (Reference)”

2.2

QPRF author and contact details

See “Data Source (Reference)”

3.

Prediction

3.1

Endpoint
(OECD Principle 1)

Endpoint

Biodegradability

Dependent variable

Biodegradability

3.2

Algorithm
(OECD Principle 2)

Model or submodel name

BIOWIN

Model version

v. 4.10

Reference to QMRF

QMRF: Estimation of Aerobic Biodegradability using BIOWIN v4.10 (EPI Suite v4.11): BIOWIN1 to BIOWIN6 and Ready Biodegradability Prediction

Predicted value (model result)

See “Results and discussion”

Input for prediction

- Chemical structure via CAS number or SMILES

Descriptor values

- Structure fragments

- Molecular weight

3.3

Applicability domain
(OECD principle 3)

Domains (Appendix D, On-Line BIOWIN User’s Guide):

1) Molecular weight

See below (Assessment of estimation domain)

2) Fragments:

See below (Assessment of estimation domain)

3.4

The uncertainty of the prediction
(OECD principle 4)

Parameter

BIOWIN model

1

2

3

4

5

6

Total correct

264 / 295

275 / 295

167 / 200

165 / 200

485 / 589

488 / 589

% correct, total

89.5

93.2

83.5

82.5

82.3

82.9

% correct, fast

97.3 (181 / 186)

97.3 (181 / 186)

93.5 (101 / 108)

84.9 (101 / 119)

79.1 (201 / 254)

80.3 (204 / 254)

3.5

The chemical mechanisms according to the model underpinning the predicted result
(OECD principle 5)

The chemical structure influences the biodegradability of the substance. Therefore, chemical fragments were selected having a potential effect on biodegradability. In order to be able to predict the biodegradability probability of substances without these specific fragments, the molecular weight was integrated into the models.

References

- US EPA (2012). On-Line BIOWIN User’s Guide.

  

Assessment of estimation domain (molecular weight, fragments):

Model:

BIOWIN v4.10

 

CAS-#:

87172-89-2

SMILES:

CC(C)C12CCC(O1)(C(C2)O)C

Molecular weight (g/mol):

170.25

 

AppendixD - Fragment Coefficients for Biodegradation Models

BIOWIN1 and BIOWIN2: Linear / Non-Linear Biodegradability

Fragment description

Coefficient

 

Training set fragment count

 

 

No. of instances
of each bond
found for the
current substance

 

Linear

Non-linear

Min

Max

No. of compounds in training set containing the fragment

Aliphatic alcohol [-OH]

0.15873

1.1178

-

3

34

1

Carbon with 4 single bonds & no hydrogens

-0.18393

-1.7232

-

2

9

2

Aliphatic ether [C-O-C]

-0.34736

-3.4294

-

2

11

1

Molecular Weight

---

---

31.06

697.7

 

in range

 

BIOWIN3 and BIOWIN4: Ultimate / Primary biodegradability

Fragment description

Coefficient

 

Training set fragment count

 

 

No. of instances
of each bond
found for the
current substance

 

Ultimate

Primary

Min

Max

No. of compounds in training set containing the fragment

Aliphatic alcohol [-OH]

0.15997

0.12945

-

4

18

1

Carbon with 4 single bonds & no hydrogens

-0.21212

-0.15344

-

3

32

2

Aliphatic ether [C-O-C]

-0.00867

-0.00974

-

5

16

1

Molecular Weight

---

---

53.06

697.65

-

in range

 

 BIOWIN5 and BIOWIN6: MITI Biodegradability Coefficients (Linear / Non-Linear)

Fragment description

Coefficient

 

Training set fragment count

 

 

No. of instances
of each bond
found for the
current substance

 

Linear

Non-Linear

Min

Max

No. of compounds in training set containing the fragment

Aromatic alcohol [-OH]

0.064226

0.48842336

 -

2

65

1

Carbon with 4 single bonds & no hydrogens

0.067617

0.39898879

 -

9

53

2

Aliphatic ether [C-O-C]

0.00147

-0.10714727

 -

3

34

1

Methyl [-CH3]

0.000411

0.01942827

 -

9

295

3

-CH- [linear]

-0.050672

-0.09977022

 -

4

63

1

-CH2- [cyclic]

0.019727

0.2365247

 -

12

62

3

-CH - [cyclic]

0.012444

-0.12945411

 -

6

47

1

Molecular Weight

 ---

---

30.02

959.2

-

in range