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--- | ||
name: ld50_catmos | ||
description: |- | ||
Acute toxicity LD50 measures | ||
the most conservative dose that can lead to lethal adverse effects. | ||
The higher the dose, the more lethal of a drug. | ||
We aggregated the data from multiple SMILES by computing the mean. | ||
Acute toxicity LD50 measures | ||
the most conservative dose that can lead to lethal adverse effects. | ||
The higher the dose, the more lethal of a drug. | ||
We aggregated the data from multiple SMILES by computing the mean. | ||
targets: | ||
- id: CATMoS_LD50_mgkg | ||
description: Acute Toxicity LD50. | ||
units: mg/kg | ||
type: continuous | ||
names: | ||
- noun: acute oral toxicity rat LD50 | ||
- noun: acute oral toxicity (LD50 in rats) | ||
uris: | ||
- http://www.bioassayontology.org/bao#BAO_0002117 | ||
significant_digits: 1 | ||
- id: log10_LD50 | ||
description: Acute Toxicity LD50. | ||
units: log10(mg/kg) | ||
type: continuous | ||
names: | ||
- noun: log10 acute oral toxicity rat LD50 | ||
- noun: log10 acute oral toxicity (LD50 in rats) | ||
- noun: log10 LD50 in rats (oral exposure) | ||
- noun: log10 rat LD50 (oral exposure) | ||
significant_digits: 2 | ||
- id: num_ghose_violations | ||
description: Ghose filter violations | ||
type: ordinal | ||
significant_digits: 0 | ||
names: | ||
- noun: Ghose filter violations | ||
- noun: violations of the Ghose filter | ||
- id: num_lead_likeness_violations | ||
description: Lead likeness filter violations | ||
type: ordinal | ||
significant_digits: 0 | ||
names: | ||
- noun: lead likeness filter violations | ||
- noun: violations of the lead likeness filter | ||
- id: num_lipinski_violations | ||
description: Lipinski filter violations | ||
type: ordinal | ||
significant_digits: 0 | ||
names: | ||
- noun: Lipinski rule violations | ||
- noun: violations of the Lipinski rules | ||
- id: molecular_mass | ||
description: Molecular mass | ||
type: continuous | ||
units: g/mol | ||
names: | ||
- noun: molecular mass | ||
- noun: molecular weight | ||
- id: num_carbon_atoms | ||
description: Number of carbon atoms | ||
type: ordinal | ||
significant_digits: 0 | ||
names: | ||
- noun: carbon atoms | ||
- id: num_oxygen_atoms | ||
description: Number of oxygen atoms | ||
type: ordinal | ||
significant_digits: 0 | ||
names: | ||
- noun: oxygen atoms | ||
- id: CATMoS_LD50_mgkg | ||
description: Acute Toxicity LD50. | ||
units: mg/kg | ||
type: continuous | ||
names: | ||
- noun: acute oral toxicity rat LD50 | ||
- noun: acute oral toxicity (LD50 in rats) | ||
uris: | ||
- http://www.bioassayontology.org/bao#BAO_0002117 | ||
significant_digits: 1 | ||
- id: log10_LD50 | ||
description: Acute Toxicity LD50. | ||
units: log10(mg/kg) | ||
type: continuous | ||
names: | ||
- noun: log10 acute oral toxicity rat LD50 | ||
- noun: log10 acute oral toxicity (LD50 in rats) | ||
- noun: log10 LD50 in rats (oral exposure) | ||
- noun: log10 rat LD50 (oral exposure) | ||
significant_digits: 2 | ||
- id: num_ghose_violations | ||
description: Ghose filter violations | ||
type: ordinal | ||
significant_digits: 0 | ||
names: | ||
- noun: Ghose filter violations | ||
- noun: violations of the Ghose filter | ||
- id: num_lead_likeness_violations | ||
description: Lead likeness filter violations | ||
type: ordinal | ||
significant_digits: 0 | ||
names: | ||
- noun: lead likeness filter violations | ||
- noun: violations of the lead likeness filter | ||
- id: num_lipinski_violations | ||
description: Lipinski filter violations | ||
type: ordinal | ||
significant_digits: 0 | ||
names: | ||
- noun: Lipinski rule violations | ||
- noun: violations of the Lipinski rules | ||
- id: molecular_mass | ||
description: Molecular mass | ||
type: continuous | ||
units: g/mol | ||
names: | ||
- noun: molecular mass | ||
- noun: molecular weight | ||
- id: num_carbon_atoms | ||
description: Number of carbon atoms | ||
type: ordinal | ||
significant_digits: 0 | ||
names: | ||
- noun: carbon atoms | ||
- id: num_oxygen_atoms | ||
description: Number of oxygen atoms | ||
type: ordinal | ||
significant_digits: 0 | ||
names: | ||
- noun: oxygen atoms | ||
identifiers: | ||
- id: SMILES | ||
type: SMILES | ||
description: SMILES | ||
- id: SMILES | ||
type: SMILES | ||
description: SMILES | ||
license: CC BY 4.0 | ||
links: | ||
- url: https://ehp.niehs.nih.gov/doi/full/10.1289/EHP8495#supplementary-materials | ||
description: corresponding publication | ||
- url: https://ehp.niehs.nih.gov/doi/full/10.1289/EHP8495#supplementary-materials | ||
description: corresponding publication | ||
num_points: 9032 | ||
bibtex: | ||
- |- | ||
@article{Mansouri_2021, title={CATMoS: Collaborative Acute Toxicity Modeling Suite}, | ||
volume={129}, | ||
ISSN={1552-9924}, | ||
url={http://dx.doi.org/10.1289/EHP8495}, | ||
DOI={10.1289/ehp8495}, | ||
number={4}, | ||
journal={Environmental Health Perspectives}, | ||
publisher={Environmental Health Perspectives}, | ||
author={Mansouri, Kamel and Karmaus, Agnes L. and Fitzpatrick, Jeremy | ||
and Patlewicz, Grace and Pradeep, Prachi and Alberga, Domenico and | ||
Alepee, Nathalie and Allen, Timothy E.H. and Allen, Dave and Alves, Vinicius M. | ||
and Andrade, Carolina H. and Auernhammer, Tyler R. and Ballabio, Davide and | ||
Bell, Shannon and Benfenati, Emilio and Bhattacharya, Sudin and | ||
Bastos, Joyce V. and Boyd, Stephen and Brown, J.B. and Capuzzi, Stephen J. and | ||
Chushak, Yaroslav and Ciallella, Heather and Clark, Alex M. and | ||
Consonni, Viviana and Daga, Pankaj R. and Ekins, Sean and Farag, Sherif and | ||
Fedorov, Maxim and Fourches, Denis and Gadaleta, Domenico and Gao, Feng and | ||
Gearhart, Jeffery M. and Goh, Garett and Goodman, Jonathan M. and | ||
Grisoni, Francesca and Grulke, Christopher M. and Hartung, Thomas and | ||
Hirn, Matthew and Karpov, Pavel and Korotcov, Alexandru and | ||
Lavado, Giovanna J. and Lawless, Michael and Li, Xinhao and | ||
Luechtefeld, Thomas and Lunghini, Filippo and Mangiatordi, Giuseppe F. and | ||
Marcou, Gilles and Marsh, Dan and Martin, Todd and Mauri, Andrea and | ||
Muratov, Eugene N. and Myatt, Glenn J. and Nguyen, Dac-Trung and | ||
Nicolotti, Orazio and Note, Reine and Pande, Paritosh and | ||
Parks, Amanda K. and Peryea, Tyler and Polash, Ahsan H. and | ||
Rallo, Robert and Roncaglioni, Alessandra and Rowlands, Craig and | ||
Ruiz, Patricia and Russo, Daniel P. and Sayed, Ahmed and Sayre, Risa and | ||
Sheils, Timothy and Siegel, Charles and Silva, Arthur C. and Simeonov, Anton and | ||
Sosnin, Sergey and Southall, Noel and Strickland, Judy and Tang, Yun and | ||
Teppen, Brian and Tetko, Igor V. and Thomas, Dennis and Tkachenko, Valery and | ||
Todeschini, Roberto and Toma, Cosimo and Tripodi, Ignacio and | ||
Trisciuzzi, Daniela and Tropsha, Alexander and Varnek, Alexandre and | ||
Vukovic, Kristijan and Wang, Zhongyu and Wang, Liguo and | ||
Waters, Katrina M. and Wedlake, Andrew J. and Wijeyesakere, Sanjeeva J. and | ||
Wilson, Dan and Xiao, Zijun and Yang, Hongbin and Zahoranszky-Kohalmi, Gergely and | ||
Zakharov, Alexey V. and Zhang, Fagen F. and Zhang, Zhen and Zhao, Tongan and | ||
Zhu, Hao and Zorn, Kimberley M. and Casey, Warren and Kleinstreuer, Nicole C.}, | ||
year={2021}, month=apr } | ||
- |- | ||
@article{Mansouri_2021, title={CATMoS: Collaborative Acute Toxicity Modeling Suite}, | ||
volume={129}, | ||
ISSN={1552-9924}, | ||
url={http://dx.doi.org/10.1289/EHP8495}, | ||
DOI={10.1289/ehp8495}, | ||
number={4}, | ||
journal={Environmental Health Perspectives}, | ||
publisher={Environmental Health Perspectives}, | ||
author={Mansouri, Kamel and Karmaus, Agnes L. and Fitzpatrick, Jeremy | ||
and Patlewicz, Grace and Pradeep, Prachi and Alberga, Domenico and | ||
Alepee, Nathalie and Allen, Timothy E.H. and Allen, Dave and Alves, Vinicius M. | ||
and Andrade, Carolina H. and Auernhammer, Tyler R. and Ballabio, Davide and | ||
Bell, Shannon and Benfenati, Emilio and Bhattacharya, Sudin and | ||
Bastos, Joyce V. and Boyd, Stephen and Brown, J.B. and Capuzzi, Stephen J. and | ||
Chushak, Yaroslav and Ciallella, Heather and Clark, Alex M. and | ||
Consonni, Viviana and Daga, Pankaj R. and Ekins, Sean and Farag, Sherif and | ||
Fedorov, Maxim and Fourches, Denis and Gadaleta, Domenico and Gao, Feng and | ||
Gearhart, Jeffery M. and Goh, Garett and Goodman, Jonathan M. and | ||
Grisoni, Francesca and Grulke, Christopher M. and Hartung, Thomas and | ||
Hirn, Matthew and Karpov, Pavel and Korotcov, Alexandru and | ||
Lavado, Giovanna J. and Lawless, Michael and Li, Xinhao and | ||
Luechtefeld, Thomas and Lunghini, Filippo and Mangiatordi, Giuseppe F. and | ||
Marcou, Gilles and Marsh, Dan and Martin, Todd and Mauri, Andrea and | ||
Muratov, Eugene N. and Myatt, Glenn J. and Nguyen, Dac-Trung and | ||
Nicolotti, Orazio and Note, Reine and Pande, Paritosh and | ||
Parks, Amanda K. and Peryea, Tyler and Polash, Ahsan H. and | ||
Rallo, Robert and Roncaglioni, Alessandra and Rowlands, Craig and | ||
Ruiz, Patricia and Russo, Daniel P. and Sayed, Ahmed and Sayre, Risa and | ||
Sheils, Timothy and Siegel, Charles and Silva, Arthur C. and Simeonov, Anton and | ||
Sosnin, Sergey and Southall, Noel and Strickland, Judy and Tang, Yun and | ||
Teppen, Brian and Tetko, Igor V. and Thomas, Dennis and Tkachenko, Valery and | ||
Todeschini, Roberto and Toma, Cosimo and Tripodi, Ignacio and | ||
Trisciuzzi, Daniela and Tropsha, Alexander and Varnek, Alexandre and | ||
Vukovic, Kristijan and Wang, Zhongyu and Wang, Liguo and | ||
Waters, Katrina M. and Wedlake, Andrew J. and Wijeyesakere, Sanjeeva J. and | ||
Wilson, Dan and Xiao, Zijun and Yang, Hongbin and Zahoranszky-Kohalmi, Gergely and | ||
Zakharov, Alexey V. and Zhang, Fagen F. and Zhang, Zhen and Zhao, Tongan and | ||
Zhu, Hao and Zorn, Kimberley M. and Casey, Warren and Kleinstreuer, Nicole C.}, | ||
year={2021}, month=apr } | ||
templates: | ||
- The {#molecule|chemical|compound!} with the {SMILES__description} {#representation of |!}{SMILES#} {#shows|exhibits|displays!} an {CATMoS_LD50_mgkg__names__noun} of {CATMoS_LD50_mgkg#} {CATMoS_LD50_mgkg__units}. | ||
- The {#molecule|chemical|compound!} with the {SMILES__description} {#representation of |!}{SMILES#} {#shows|exhibits|displays!} a {log10_LD50__names__noun} of {log10_LD50#} {log10_LD50__units}. | ||
- | | ||
Task: Determine the acute oral toxicity and molecular properties of a {#molecule|chemical|compound!} given the {SMILES__description}. | ||
Input: {SMILES#} | ||
Desired Output: {CATMoS_LD50_mgkg__names__noun}, {log10_LD50__names__noun}, {num_ghose_violations__names__noun}, {num_lead_likeness_violations__names__noun}, {num_lipinski_violations__names__noun}, {molecular_mass__names__noun}, {num_carbon_atoms__names__noun}, {num_oxygen_atoms__names__noun} | ||
Output: {CATMoS_LD50_mgkg#} {CATMoS_LD50_mgkg__units}, {log10_LD50#} {log10_LD50__units}, {num_ghose_violations#}, {num_lead_likeness_violations#}, {num_lipinski_violations#}, {molecular_mass#} {molecular_mass__units}, {num_carbon_atoms#}, {num_oxygen_atoms#} | ||
- | | ||
Context: You are {#an assistant|researcher|scientist!} in a pharmaceutical company. Your {#boss|superior|department head!} has asked you to {#design|create|synthesize!} a new drug. | ||
User: The {#drug|compound|chemical!} should have a {CATMoS_LD50_mgkg__names__noun} of {CATMoS_LD50_mgkg#} {CATMoS_LD50_mgkg__units}, {num_ghose_violations#} {num_ghose_violations__names__noun}, {num_lead_likeness_violations#} {num_lead_likeness_violations__names__noun}, {num_lipinski_violations#} {num_lipinski_violations__names__noun}, {molecular_mass#} {molecular_mass__names__noun} {molecular_mass__units}, {num_carbon_atoms#} {num_carbon_atoms__names__noun}, and {num_oxygen_atoms#} {num_oxygen_atoms__names__noun}. | ||
Assistant: {#Happy to help!|Sure!|Of course!} The {#molecule|chemical|compound!} with the {SMILES__description} {#representation of |!}{SMILES#} {#shows|exhibits|displays!} the desired properties. | ||
- | | ||
User: I need a {#drug|compound|chemical!} with a {log10_LD50__names__noun} of {log10_LD50#} {log10_LD50__units}. | ||
Assistant: {#Happy to help!|Sure!|Of course!} Can you provide me with more {#constraints|details|information!}? | ||
User: The {#drug|compound|chemical!} should have {num_ghose_violations#} {num_ghose_violations__names__noun}, {num_lead_likeness_violations#} {num_lead_likeness_violations__names__noun}, {num_lipinski_violations#} {num_lipinski_violations__names__noun}, {num_carbon_atoms#} {num_carbon_atoms__names__noun}, and {num_oxygen_atoms#} {num_oxygen_atoms__names__noun}. | ||
Assistant: The {#molecule|chemical|compound!} with the {SMILES__description} {#representation of |!}{SMILES#} {#shows|exhibits|displays!} the desired properties. | ||
- | | ||
User: I need a {#drug|compound|chemical!} with a {CATMoS_LD50_mgkg__names__noun} of {CATMoS_LD50_mgkg#} {CATMoS_LD50_mgkg__units}. | ||
Assistant: {#Happy to help!|Sure!|Of course!} Can you provide me with more {#constraints|details|information!}? | ||
User: The {#drug|compound|chemical!} should have a {num_carbon_atoms#} {num_carbon_atoms__names__noun}, {num_oxygen_atoms#} {num_oxygen_atoms__names__noun}, and a {molecular_mass__names__noun} of {molecular_mass#} {molecular_mass__units}. Could you please only provide me with the {SMILES__description} and return no other information? | ||
Assistant: {SMILES#} | ||
- | | ||
User: I am looking for a {#drug|compound|chemical!} with a {log10_LD50__names__noun} of {log10_LD50#} {log10_LD50__units}. | ||
Assistant: {#That's interesting!|Interesting!|I see!} Can you provide me with more {#constraints|details|information!}? | ||
User: The {#drug|compound|chemical!} should have {num_ghose_violations#} {num_ghose_violations__names__noun}, {num_lead_likeness_violations#} {num_lead_likeness_violations__names__noun}, {num_lipinski_violations#} {num_lipinski_violations__names__noun}, {num_carbon_atoms#} {num_carbon_atoms__names__noun}, and {num_oxygen_atoms#} {num_oxygen_atoms__names__noun}. Please return only the {SMILES__description} wrapped as follows [ANSWER]<SMILES>[/ANSWER]. | ||
Assistant: [ANSWER]{SMILES#}[/ANSWER] | ||
- The {#molecule|chemical|compound!} with the {SMILES__description} {#representation of |!}{SMILES#} {#shows|exhibits|displays!} an {CATMoS_LD50_mgkg__names__noun} of {CATMoS_LD50_mgkg#} {CATMoS_LD50_mgkg__units}. | ||
- The {#molecule|chemical|compound!} with the {SMILES__description} {#representation of |!}{SMILES#} {#shows|exhibits|displays!} a {log10_LD50__names__noun} of {log10_LD50#} {log10_LD50__units}. | ||
- | | ||
Task: Determine the acute oral toxicity and molecular properties of a {#molecule|chemical|compound!} given the {SMILES__description}. | ||
Input: {SMILES#} | ||
Desired Output: {CATMoS_LD50_mgkg__names__noun}, {log10_LD50__names__noun}, {num_ghose_violations__names__noun}, {num_lead_likeness_violations__names__noun}, {num_lipinski_violations__names__noun}, {molecular_mass__names__noun}, {num_carbon_atoms__names__noun}, {num_oxygen_atoms__names__noun} | ||
Output: {CATMoS_LD50_mgkg#} {CATMoS_LD50_mgkg__units}, {log10_LD50#} {log10_LD50__units}, {num_ghose_violations#}, {num_lead_likeness_violations#}, {num_lipinski_violations#}, {molecular_mass#} {molecular_mass__units}, {num_carbon_atoms#}, {num_oxygen_atoms#} | ||
- | | ||
Context: You are {#an assistant|researcher|scientist!} in a pharmaceutical company. Your {#boss|superior|department head!} has asked you to {#design|create|synthesize!} a new drug. | ||
User: The {#drug|compound|chemical!} should have a {CATMoS_LD50_mgkg__names__noun} of {CATMoS_LD50_mgkg#} {CATMoS_LD50_mgkg__units}, {num_ghose_violations#} {num_ghose_violations__names__noun}, {num_lead_likeness_violations#} {num_lead_likeness_violations__names__noun}, {num_lipinski_violations#} {num_lipinski_violations__names__noun}, {molecular_mass#} {molecular_mass__names__noun} {molecular_mass__units}, {num_carbon_atoms#} {num_carbon_atoms__names__noun}, and {num_oxygen_atoms#} {num_oxygen_atoms__names__noun}. | ||
Assistant: {#Happy to help!|Sure!|Of course!} The {#molecule|chemical|compound!} with the {SMILES__description} {#representation of |!}{SMILES#} {#shows|exhibits|displays!} the desired properties. | ||
- | | ||
User: I need a {#drug|compound|chemical!} with a {log10_LD50__names__noun} of {log10_LD50#} {log10_LD50__units}. | ||
Assistant: {#Happy to help!|Sure!|Of course!} Can you provide me with more {#constraints|details|information!}? | ||
User: The {#drug|compound|chemical!} should have {num_ghose_violations#} {num_ghose_violations__names__noun}, {num_lead_likeness_violations#} {num_lead_likeness_violations__names__noun}, {num_lipinski_violations#} {num_lipinski_violations__names__noun}, {num_carbon_atoms#} {num_carbon_atoms__names__noun}, and {num_oxygen_atoms#} {num_oxygen_atoms__names__noun}. | ||
Assistant: The {#molecule|chemical|compound!} with the {SMILES__description} {#representation of |!}{SMILES#} {#shows|exhibits|displays!} the desired properties. | ||
- | | ||
User: I need a {#drug|compound|chemical!} with a {CATMoS_LD50_mgkg__names__noun} of {CATMoS_LD50_mgkg#} {CATMoS_LD50_mgkg__units}. | ||
Assistant: {#Happy to help!|Sure!|Of course!} Can you provide me with more {#constraints|details|information!}? | ||
User: The {#drug|compound|chemical!} should have a {num_carbon_atoms#} {num_carbon_atoms__names__noun}, {num_oxygen_atoms#} {num_oxygen_atoms__names__noun}, and a {molecular_mass__names__noun} of {molecular_mass#} {molecular_mass__units}. Could you please only provide me with the {SMILES__description} and return no other information? | ||
Assistant: {SMILES#} | ||
- | | ||
User: I am looking for a {#drug|compound|chemical!} with a {log10_LD50__names__noun} of {log10_LD50#} {log10_LD50__units}. | ||
Assistant: {#That's interesting!|Interesting!|I see!} Can you provide me with more {#constraints|details|information!}? | ||
User: The {#drug|compound|chemical!} should have {num_ghose_violations#} {num_ghose_violations__names__noun}, {num_lead_likeness_violations#} {num_lead_likeness_violations__names__noun}, {num_lipinski_violations#} {num_lipinski_violations__names__noun}, {num_carbon_atoms#} {num_carbon_atoms__names__noun}, and {num_oxygen_atoms#} {num_oxygen_atoms__names__noun}. Please return only the {SMILES__description} wrapped as follows [ANSWER]<SMILES>[/ANSWER]. | ||
Assistant: [ANSWER]{SMILES#}[/ANSWER] |
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