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Leveraging Open Notebook
 Science for solubility and
melting point predictions for
 optimizing reactions and
      recrystallizations
                CINF
          ACS Symposia #244
           Philadelphia, PA
             Matthew McBride
       Undergraduate Chemistry Major
             Drexel University
          Bradley Research Group
              August 20, 2012
Advantages of ONS for
  Undergraduate Research
Gain organization skills and learn how
to properly present experiments
Receive timely feedback and corrective
input
Documentation of a student’s
contribution to a project
Organization and Presentation
Updating the log the day the experiment is performed
requires a student to keep an organized record of the
lab work




              (http://onschallenge.wikispaces.com/EXP324)

Eliminates long term reliance on handwritten notes
and allows the log to be recorded when the
experiment is still fresh in the student’s memory
Organization and Presentation
Teaches a student how to identify the critical
elements of an experiment




           (http://onschallenge.wikispaces.com/EXP321)
Correction and Input
Using ONS allows the student to receive needed
advice and guidance from the mentor directly on the
experiment’s page




           (http://onschallenge.wikispaces.com/EXP255)




           (http://onschallenge.wikispaces.com/EXP229)


Allows the student to understand where an error was
made and how to avoid repeating the mistake
Documentation
Allows a student’s work and contribution to a project
to be documented




               (http://onschallenge.wikispaces.com/list+of+experiments)


Provides graduate schools with the ability to view
exactly what research an applicant has conducted
Solubility

Important when choosing a
recrystallization solvent
Accurate solubility predictions for a
compound allows the optimal solvent to
be used
Preferred Solvent
         Characteristics
Does not react with the compound
being recrystallized
High solubility at boiling point, but low
solubility at room temperature
A boiling point that allows for easy
drying of the product
Miscibility with water
Predicting Solubility with
            Abraham Descriptors
    Five descriptors for each solute and each solvent

    The descriptors for over 80 solvents, including some
    ethanol/water mixtures, are known

    Descriptors for a solute can be experimentally
    determined by measuring the solubility in 5 solvents

    Descriptors for a solute can be predicted using AD
    Model003

    Using the solute descriptors, the solubility in any of
    the solvents with known descriptors can be predicted
(http://onschallenge.wikispaces.com/Benzoic+acid+-+Abraham)   [William Acree]
Solubility Predictions
   Using ONS Webservices, can list the predicted
   solubility for a compound

   Trans-dibenzalacetone



                                                                            (www.chemspider.com/55
                                                                            5548)


Solvent                       Model003         AD Measured Experimental BP
                              (M)              (M)         (M)          (°C)




            (http://showme.physics.drexel.edu/onsc/models/solventselector.php?csids=555548)

                                         [Andrew Lang]
Solubility Curves
    Using a melting point, temperature dependent
    solubility curves are generated

    Assumes that at the melting point the compound is
    miscible with the solvent
 Solubility in Ethanol (Concentration M vs. Temperature °C)




[Andrew Lang]     (http://showme.physics.drexel.edu/onsc/models/solventselector.php?csids=555548)
Measuring Solubility
     Surprisingly difficult. Must be sure the solution is at
     saturation, while avoiding supersaturated solutions




(http://usefulchem.blogspot.com/2010/07/general-transparent-solubility.html)
Temperature Controlled Shake
       Flask Method
Add solute to the vials with the solvent and allow to
shake in the 25°C water bath




                                         (http://onschallenge.wikispaces.com/e
                                         xp324)
Temperature Controlled Shake
       Flask Method
   Measure the solubility using HNMR

   Need to take two consecutive measurements without
   the solubility changing to confirm the solution is
   saturated




(http://onschallenge.wikispaces.com/EXP311)
Measuring Solubility with NMR
Compare integration of solute and solvent peaks in
saturated solutions using google app scripts
 1.5M Saturated solution of dibenzalacetone in THF



                                                            THF




                   Dibenzalacetone




                            (http://onschallenge.wikispaces.com/EXP308)
  [Andrew Lang]
Benefits of Solubility
         Curves
These temperature dependent solubility
curves allow a solvent with the greatest
difference between solubility at room
temperature and at the boiling point to
be used
Reduces reliance on only recrystallizing
in solvents listed in literature
Optimizes the process of choosing a
recrystallization solvent
                          [Andrew Lang]
Example
    The solvents used to recrystallize compounds in
    organic teaching labs can be improved

    Trans-dibenzalacetone




(http://showme.physics.drexel.edu/onsc/reactionattempts/advancedsearch.php?compound=&solvent=&reactiontype
=&researcher=Matthew+McBride)


    Aldol condensation between two molecules of
    benzaldehyde and one molecule of acetone
                                                                     [Andrew Lang]
Dibenzalacetone
First recrystallized in ethyl acetate in 1906
              (Straus and Ecker, Ber. 39, 2988 (1906))

Recrystallized in ethyl acetate in Organic Syntheses
Organic Teaching Labs
Many recrystallize in ethyl acetate



 (http://classes.kvcc.edu/chm230/MIXED%20ALDOL%20CONDENSATION.pdf)




 (http://www.xula.edu/chemistry/documents/orgleclab/Aldol_notes.pdf)



Is there a different solvent that could be used?
SmartPhone App
This app predicts the recrystallization yields of any
compound in different solvents using the solubility
curves:




 (http://onschallenge.wikispaces.com/recrystallization)




Provides experimental and predicted values for
melting point and LogP


                                                          [Andrew Lang]
SmartPhone App
Enter compound identification (SMILES, CSID,
name…etc), and desired parameters




                                     (http://onschallenge.wikispaces.com/rec
                                     ation)

                                     [Andrew Lang]
SmartPhone App
Lists solvents and their predicted recrystallization
yield




                                  (http://onschallenge.wikispaces.com/recrystalliz
                                  ation)




Prediction is generated by the temperature
                                       [Andrew Lang]
Comparison
          Ethyl acetate (predicted yield of 69%) vs ethanol
          (predicted yield of 91%)

          Ethyl acetate                                       2.06M


                                                   0.62M




          Ethanol
                                                               1.1M



                                                     0.09M
(http://showme.physics.drexel.edu/onsc/m
odels/solventselector.php?csids=555548)


[Andrew Lang]
Solubility at Boiling
Cannot be too low or an impractical
recrystallization solvent
Example: Dibenzalacetone in hexane
(predicted yield of 90%)
Hexane
                                                                                           0.3M




(http://showme.physics.drexel.edu/onsc/models/solventselector.php?csids=555548)
                                                                                  [Andrew Lang]
    Too insoluble at the boiling point

    To recrystallize 1 gram of product (4 mmol), would
    need approximately 13 mL of hexane
Designing reactions using
         solubility
These solubility tools can be used to
choose a solvent for a reaction
Finding a solvent in which the reactants
are soluble, but the product is insoluble.
This allows the product to be recovered
by a simple filtration
Example
Derivatives of dibenzalacetone may be synthesized
by altering the aldehyde used

From a library of derivatives, the following compound
was the top hit for the docking site of Taxol
(http://usefulchem.wikispaces.com/D-EXP022)




                                              (http://www.chemspider.com/28190813)




Uses phenanthrene-9-carboxaldehyde                  [Andrew Lang]
Search Literature
Perform a Reaxys© search to determine availability of
synthesis procedures




No results
Synthesis Planning
    Desire a solvent that the aldehyde is soluble
    in, but the product is not
    The product was predicted as having very low
    solubility (<0.000M) in all solvents
    NaOH used as the catalyst, so needs to be
    soluble in the solvent




(http://showme.physics.drexel.edu/onsc/models/solventselector.php?csids=281908
13)                                                                              [Andrew Lang]
Synthesis Planning
     NaOH is soluble in methanol, so check aldehyde
     solubility

     Phenanthrene-9-carboxaldehyde




                                                                            (http://www.chemspider.com/708
                                                                            06)


                                       Model003           AD Measured Experimental BP
Solvent                                (M)                (M)         (M)          (°C)


          (http://showme.physics.drexel.edu/onsc/models/solventselector.php?csids=70806)


                                                                                    [Andrew Lang]
Synthesis Planning
Conclusion: Using methanol as the
reaction solvent should allow the
aldehyde be dissolved into solution, but
will cause the product to precipitate
Synthesis
Created an approximately 0.016M
solution of phenanthrene-9-
carboxaldehyde in methanol
Added acetone and then a large excess
of NaOH (catalyst) to the reaction
mixture
Stirred mixture without heat over two
days
                (http://usefulchem.wikispaces.com/EXP286)
Product
Reaction mixture:




           (http://usefulchem.wikispaces.com/EXP286)
Crude Product
Following suction filtration: 0.0834 g of yellow
crystals




                                   (http://usefulchem.wikispaces.com/EXP
                                   286)
Recrystallization
    Used benzene




(http://usefulchem.wikispaces.com/EXP286)


    Melting Point: 264-265°
HNMR
    Spectrum of product                                                 (http://www.ch
                                                                        emspider.com/
                                                                        28190813)




                                                      Benzene peak in
                                                      CDCl3

       16Hz Trans Coupling




(http://usefulchem.wikispaces.com/EXP286)          [Andrew Lang]
Summary
Open Notebook Science provides
advantages to an undergraduate
researcher
Measured and predicted solubilities can
be used to optimize recrystallizations
Predicted solubilities can be used to
plan the synthesis and optimize the
recovery of the product
Further Information

http://onschallenge.wikispaces.com/
http://usefulchem.wikispaces.com/
http://onswebservices.wikispaces.com/

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Open Notebook Science talk at the 2012 ACS

  • 1. Leveraging Open Notebook Science for solubility and melting point predictions for optimizing reactions and recrystallizations CINF ACS Symposia #244 Philadelphia, PA Matthew McBride Undergraduate Chemistry Major Drexel University Bradley Research Group August 20, 2012
  • 2. Advantages of ONS for Undergraduate Research Gain organization skills and learn how to properly present experiments Receive timely feedback and corrective input Documentation of a student’s contribution to a project
  • 3. Organization and Presentation Updating the log the day the experiment is performed requires a student to keep an organized record of the lab work (http://onschallenge.wikispaces.com/EXP324) Eliminates long term reliance on handwritten notes and allows the log to be recorded when the experiment is still fresh in the student’s memory
  • 4. Organization and Presentation Teaches a student how to identify the critical elements of an experiment (http://onschallenge.wikispaces.com/EXP321)
  • 5. Correction and Input Using ONS allows the student to receive needed advice and guidance from the mentor directly on the experiment’s page (http://onschallenge.wikispaces.com/EXP255) (http://onschallenge.wikispaces.com/EXP229) Allows the student to understand where an error was made and how to avoid repeating the mistake
  • 6. Documentation Allows a student’s work and contribution to a project to be documented (http://onschallenge.wikispaces.com/list+of+experiments) Provides graduate schools with the ability to view exactly what research an applicant has conducted
  • 7. Solubility Important when choosing a recrystallization solvent Accurate solubility predictions for a compound allows the optimal solvent to be used
  • 8. Preferred Solvent Characteristics Does not react with the compound being recrystallized High solubility at boiling point, but low solubility at room temperature A boiling point that allows for easy drying of the product Miscibility with water
  • 9. Predicting Solubility with Abraham Descriptors Five descriptors for each solute and each solvent The descriptors for over 80 solvents, including some ethanol/water mixtures, are known Descriptors for a solute can be experimentally determined by measuring the solubility in 5 solvents Descriptors for a solute can be predicted using AD Model003 Using the solute descriptors, the solubility in any of the solvents with known descriptors can be predicted (http://onschallenge.wikispaces.com/Benzoic+acid+-+Abraham) [William Acree]
  • 10. Solubility Predictions Using ONS Webservices, can list the predicted solubility for a compound Trans-dibenzalacetone (www.chemspider.com/55 5548) Solvent Model003 AD Measured Experimental BP (M) (M) (M) (°C) (http://showme.physics.drexel.edu/onsc/models/solventselector.php?csids=555548) [Andrew Lang]
  • 11. Solubility Curves Using a melting point, temperature dependent solubility curves are generated Assumes that at the melting point the compound is miscible with the solvent Solubility in Ethanol (Concentration M vs. Temperature °C) [Andrew Lang] (http://showme.physics.drexel.edu/onsc/models/solventselector.php?csids=555548)
  • 12. Measuring Solubility Surprisingly difficult. Must be sure the solution is at saturation, while avoiding supersaturated solutions (http://usefulchem.blogspot.com/2010/07/general-transparent-solubility.html)
  • 13. Temperature Controlled Shake Flask Method Add solute to the vials with the solvent and allow to shake in the 25°C water bath (http://onschallenge.wikispaces.com/e xp324)
  • 14. Temperature Controlled Shake Flask Method Measure the solubility using HNMR Need to take two consecutive measurements without the solubility changing to confirm the solution is saturated (http://onschallenge.wikispaces.com/EXP311)
  • 15. Measuring Solubility with NMR Compare integration of solute and solvent peaks in saturated solutions using google app scripts 1.5M Saturated solution of dibenzalacetone in THF THF Dibenzalacetone (http://onschallenge.wikispaces.com/EXP308) [Andrew Lang]
  • 16. Benefits of Solubility Curves These temperature dependent solubility curves allow a solvent with the greatest difference between solubility at room temperature and at the boiling point to be used Reduces reliance on only recrystallizing in solvents listed in literature Optimizes the process of choosing a recrystallization solvent [Andrew Lang]
  • 17. Example The solvents used to recrystallize compounds in organic teaching labs can be improved Trans-dibenzalacetone (http://showme.physics.drexel.edu/onsc/reactionattempts/advancedsearch.php?compound=&solvent=&reactiontype =&researcher=Matthew+McBride) Aldol condensation between two molecules of benzaldehyde and one molecule of acetone [Andrew Lang]
  • 18. Dibenzalacetone First recrystallized in ethyl acetate in 1906 (Straus and Ecker, Ber. 39, 2988 (1906)) Recrystallized in ethyl acetate in Organic Syntheses
  • 19. Organic Teaching Labs Many recrystallize in ethyl acetate (http://classes.kvcc.edu/chm230/MIXED%20ALDOL%20CONDENSATION.pdf) (http://www.xula.edu/chemistry/documents/orgleclab/Aldol_notes.pdf) Is there a different solvent that could be used?
  • 20. SmartPhone App This app predicts the recrystallization yields of any compound in different solvents using the solubility curves: (http://onschallenge.wikispaces.com/recrystallization) Provides experimental and predicted values for melting point and LogP [Andrew Lang]
  • 21. SmartPhone App Enter compound identification (SMILES, CSID, name…etc), and desired parameters (http://onschallenge.wikispaces.com/rec ation) [Andrew Lang]
  • 22. SmartPhone App Lists solvents and their predicted recrystallization yield (http://onschallenge.wikispaces.com/recrystalliz ation) Prediction is generated by the temperature [Andrew Lang]
  • 23. Comparison Ethyl acetate (predicted yield of 69%) vs ethanol (predicted yield of 91%) Ethyl acetate 2.06M 0.62M Ethanol 1.1M 0.09M (http://showme.physics.drexel.edu/onsc/m odels/solventselector.php?csids=555548) [Andrew Lang]
  • 24. Solubility at Boiling Cannot be too low or an impractical recrystallization solvent Example: Dibenzalacetone in hexane (predicted yield of 90%)
  • 25. Hexane 0.3M (http://showme.physics.drexel.edu/onsc/models/solventselector.php?csids=555548) [Andrew Lang] Too insoluble at the boiling point To recrystallize 1 gram of product (4 mmol), would need approximately 13 mL of hexane
  • 26. Designing reactions using solubility These solubility tools can be used to choose a solvent for a reaction Finding a solvent in which the reactants are soluble, but the product is insoluble. This allows the product to be recovered by a simple filtration
  • 27. Example Derivatives of dibenzalacetone may be synthesized by altering the aldehyde used From a library of derivatives, the following compound was the top hit for the docking site of Taxol (http://usefulchem.wikispaces.com/D-EXP022) (http://www.chemspider.com/28190813) Uses phenanthrene-9-carboxaldehyde [Andrew Lang]
  • 28. Search Literature Perform a Reaxys© search to determine availability of synthesis procedures No results
  • 29. Synthesis Planning Desire a solvent that the aldehyde is soluble in, but the product is not The product was predicted as having very low solubility (<0.000M) in all solvents NaOH used as the catalyst, so needs to be soluble in the solvent (http://showme.physics.drexel.edu/onsc/models/solventselector.php?csids=281908 13) [Andrew Lang]
  • 30. Synthesis Planning NaOH is soluble in methanol, so check aldehyde solubility Phenanthrene-9-carboxaldehyde (http://www.chemspider.com/708 06) Model003 AD Measured Experimental BP Solvent (M) (M) (M) (°C) (http://showme.physics.drexel.edu/onsc/models/solventselector.php?csids=70806) [Andrew Lang]
  • 31. Synthesis Planning Conclusion: Using methanol as the reaction solvent should allow the aldehyde be dissolved into solution, but will cause the product to precipitate
  • 32. Synthesis Created an approximately 0.016M solution of phenanthrene-9- carboxaldehyde in methanol Added acetone and then a large excess of NaOH (catalyst) to the reaction mixture Stirred mixture without heat over two days (http://usefulchem.wikispaces.com/EXP286)
  • 33. Product Reaction mixture: (http://usefulchem.wikispaces.com/EXP286)
  • 34. Crude Product Following suction filtration: 0.0834 g of yellow crystals (http://usefulchem.wikispaces.com/EXP 286)
  • 35. Recrystallization Used benzene (http://usefulchem.wikispaces.com/EXP286) Melting Point: 264-265°
  • 36. HNMR Spectrum of product (http://www.ch emspider.com/ 28190813) Benzene peak in CDCl3 16Hz Trans Coupling (http://usefulchem.wikispaces.com/EXP286) [Andrew Lang]
  • 37. Summary Open Notebook Science provides advantages to an undergraduate researcher Measured and predicted solubilities can be used to optimize recrystallizations Predicted solubilities can be used to plan the synthesis and optimize the recovery of the product

Hinweis der Redaktion

  1. http://onschallenge.wikispaces.com/EXP324
  2. http://onschallenge.wikispaces.com/EXP321
  3. http://onschallenge.wikispaces.com/EXP229http://onschallenge.wikispaces.com/EXP255
  4. What makes a solvent optimal: bp, freezing point, etc. Sol at bp (if too low, impractical).
  5. http://onschallenge.wikispaces.com/Benzoic+acid+-+AbrahamMake slide clearer
  6. http://lxsrv7.oru.edu/~alang/solubility/soltemp.php?csids=555548&amp;cs=0.092&amp;solvent=ethanol&amp;solmp=-114.1&amp;solbp=78.2&amp;limreact=0.3&amp;limprod=0.03http://onschallenge.wikispaces.com/AbrahamDescriptorsModel003Don’t use an ethanol/water mixture, use another solvent Assumption of model: At melting point, solute is micible with solvent
  7. Mention NMR method
  8. Link to recrystallization page and webservices
  9. http://lxsrv7.oru.edu/~alang/solubility/soltemp.php?csids=555548&amp;cs=.624&amp;solvent=ethyl%20acetate&amp;solmp=-83.6&amp;solbp=73.9&amp;limreact=0.3&amp;limprod=0.03State from bp to rtWrite sol at 25C and sol at bp
  10. http://usefulchem.wikispaces.com/D-EXP022From a library of derivatives, it was the hop hit for the docking site of taxol
  11. http://showme.physics.drexel.edu/onsc/models/solventselector.php?csids=28190813
  12. http://usefulchem.wikispaces.com/EXP286
  13. Small trace of benzene in nmrBenzene in cdcl315Hz coupling