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	<id>https://murray.cds.caltech.edu/index.php?action=history&amp;feed=atom&amp;title=TX-TL_projects%2C_2015-16</id>
	<title>TX-TL projects, 2015-16 - Revision history</title>
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	<updated>2026-09-08T21:01:05Z</updated>
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		<id>https://murray.cds.caltech.edu/index.php?title=TX-TL_projects,_2015-16&amp;diff=19212&amp;oldid=prev</id>
		<title>Chayes at 07:08, 27 January 2016</title>
		<link rel="alternate" type="text/html" href="https://murray.cds.caltech.edu/index.php?title=TX-TL_projects,_2015-16&amp;diff=19212&amp;oldid=prev"/>
		<updated>2016-01-27T07:08:38Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table style=&quot;background-color: #fff; color: #202122;&quot; data-mw=&quot;interface&quot;&gt;
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				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 07:08, 27 January 2016&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l9&quot;&gt;Line 9:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 9:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;A number of projects are available for 2015-16 for undergraduates interested in contributing to the research progress in this area.  Possible projects include:&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;A number of projects are available for 2015-16 for undergraduates interested in contributing to the research progress in this area.  Possible projects include:&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &amp;#039;&amp;#039;&amp;#039;Variability in circuit performance across extract preparation methods.&amp;#039;&amp;#039;&amp;#039;  We have seen many situations in which circuits work only in batches of extract produced with certain methods of lysis (bead beating, homogenization, french press, etc).  There are no obvious patterns of what types of circuits work in what types of extract, and so there are a lot of interesting speculation about what is going on.  Work in this area would require testing existing circuits in different extract batches and then debugging the circuits in the batches where they don&amp;#039;t work correctly.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &amp;#039;&amp;#039;&amp;#039;Variability in circuit performance across extract preparation methods.&amp;#039;&amp;#039;&amp;#039;  We have seen many situations in which circuits work only in batches of extract produced with certain methods of lysis (bead beating, homogenization, french press, etc).  There are no obvious patterns of what types of circuits work in what types of extract, and so there are a lot of interesting speculation about what is going on.  Work in this area would require testing existing circuits in different extract batches and then debugging the circuits in the batches where they don&amp;#039;t work correctly.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &#039;&#039;&#039;Freeze-drying TX-TL.&#039;&#039;&#039;  Currently, extract &amp;amp; buffer have to be stored at -80C, making transportation and distribution to non-science facilities difficult. One potential solution is to freeze-dry, or lyophilize, TX-TL, which may preserve activity at higher temperatures. Research will focus on determining optimal lyophilization &amp;amp; storage conditions for TX-TL, and may include trying vacuum sealing, stoppering chambers, or desiccant. Students will also test different types of circuits in TX-TL, to determine how lyophilization effects circuit function. This project may overlap with the Paper-based TX-TL project, as this research lyophilizing TX-TL onto paper.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &#039;&#039;&#039;Freeze-drying TX-TL.&#039;&#039;&#039;  Currently, extract &amp;amp; buffer have to be stored at -80C, making transportation and distribution to non-science facilities difficult. One potential solution is to freeze-dry, or lyophilize, TX-TL, which may preserve activity at higher temperatures. Research will focus on determining optimal lyophilization &amp;amp; storage conditions for TX-TL, and may include trying vacuum sealing, stoppering chambers, or desiccant. Students will also test different types of circuits in TX-TL, to determine how lyophilization effects circuit function. This project may overlap with the Paper-based TX-TL project, as this research &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;includes &lt;/ins&gt;lyophilizing TX-TL onto paper.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &amp;#039;&amp;#039;&amp;#039;Paper-based TX-TL.&amp;#039;&amp;#039;&amp;#039; Currently, TX-TL reactions are run either in plate wells or microcentrifuge tubes, with the fluorescent output of reactions measured in a plate reader. However, recently researchers in the Murray lab have found a way to measure the output of TX-TL reactions with a cellphone, if the TX-TL reactions are on paper. This project focuses on developing paper-based technology for TX-TL, with the aim of eventually being able to run all reactions on paper and read all outputs on a cellphone. Research will include designing paper reaction strips, testing different circuits on the strips, and modifying the cellphone to measure multiple fluorescent and luminescent reporter proteins. This project may overlap with the Freeze-drying TX-TL project, as it may involve lyophilizing TX-TL onto paper.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &amp;#039;&amp;#039;&amp;#039;Paper-based TX-TL.&amp;#039;&amp;#039;&amp;#039; Currently, TX-TL reactions are run either in plate wells or microcentrifuge tubes, with the fluorescent output of reactions measured in a plate reader. However, recently researchers in the Murray lab have found a way to measure the output of TX-TL reactions with a cellphone, if the TX-TL reactions are on paper. This project focuses on developing paper-based technology for TX-TL, with the aim of eventually being able to run all reactions on paper and read all outputs on a cellphone. Research will include designing paper reaction strips, testing different circuits on the strips, and modifying the cellphone to measure multiple fluorescent and luminescent reporter proteins. This project may overlap with the Freeze-drying TX-TL project, as it may involve lyophilizing TX-TL onto paper.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &amp;#039;&amp;#039;&amp;#039;Colorimetric reporter proteins.&amp;#039;&amp;#039;&amp;#039; Currently, the outputs of TX-TL reactions are almost always fluorescent proteins, easy to express in TX-TL and commonly used in biology. However, special excitation-emission filters are needed to measure fluorescence, making it difficult to measure outside of a laboratory setting. Finding a TX-TL output that can be seen by the naked eye, eg. a colored protein or an enzyme-mediated color change, would help enable TX-TL use in the field. Research focuses on testing the functionality of different colorimetric reporters, the LacZ enzyme and varied LacZ substrates in TX-TL. This project may overlap with the Paper-based TX-TL project, as it may include testing successful colorimetric reporter proteins on paper.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &amp;#039;&amp;#039;&amp;#039;Colorimetric reporter proteins.&amp;#039;&amp;#039;&amp;#039; Currently, the outputs of TX-TL reactions are almost always fluorescent proteins, easy to express in TX-TL and commonly used in biology. However, special excitation-emission filters are needed to measure fluorescence, making it difficult to measure outside of a laboratory setting. Finding a TX-TL output that can be seen by the naked eye, eg. a colored protein or an enzyme-mediated color change, would help enable TX-TL use in the field. Research focuses on testing the functionality of different colorimetric reporters, the LacZ enzyme and varied LacZ substrates in TX-TL. This project may overlap with the Paper-based TX-TL project, as it may include testing successful colorimetric reporter proteins on paper.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &amp;#039;&amp;#039;&amp;#039;Improvements in preparation methods for TX-TL.&amp;#039;&amp;#039;&amp;#039;  Current preparation methods to make extract for circuit prototyping are low-yield (18 mL per batch). However, alternative preparation methods exist (45 mL per batch) which are significantly less labor-intensive, but are not optimized for circuit prototyping. Research on preparation methods will be conducted to increase yields but match cellular conditions more precisely.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &amp;#039;&amp;#039;&amp;#039;Improvements in preparation methods for TX-TL.&amp;#039;&amp;#039;&amp;#039;  Current preparation methods to make extract for circuit prototyping are low-yield (18 mL per batch). However, alternative preparation methods exist (45 mL per batch) which are significantly less labor-intensive, but are not optimized for circuit prototyping. Research on preparation methods will be conducted to increase yields but match cellular conditions more precisely.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;

&lt;!-- diff cache key acs_math_mw_144-murraycds_:diff:1.41:old-19211:rev-19212:php=table --&gt;
&lt;/table&gt;</summary>
		<author><name>Chayes</name></author>
	</entry>
	<entry>
		<id>https://murray.cds.caltech.edu/index.php?title=TX-TL_projects,_2015-16&amp;diff=19211&amp;oldid=prev</id>
		<title>Chayes at 07:08, 27 January 2016</title>
		<link rel="alternate" type="text/html" href="https://murray.cds.caltech.edu/index.php?title=TX-TL_projects,_2015-16&amp;diff=19211&amp;oldid=prev"/>
		<updated>2016-01-27T07:08:21Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table style=&quot;background-color: #fff; color: #202122;&quot; data-mw=&quot;interface&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
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				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 07:08, 27 January 2016&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l9&quot;&gt;Line 9:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 9:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;A number of projects are available for 2015-16 for undergraduates interested in contributing to the research progress in this area.  Possible projects include:&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;A number of projects are available for 2015-16 for undergraduates interested in contributing to the research progress in this area.  Possible projects include:&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &amp;#039;&amp;#039;&amp;#039;Variability in circuit performance across extract preparation methods.&amp;#039;&amp;#039;&amp;#039;  We have seen many situations in which circuits work only in batches of extract produced with certain methods of lysis (bead beating, homogenization, french press, etc).  There are no obvious patterns of what types of circuits work in what types of extract, and so there are a lot of interesting speculation about what is going on.  Work in this area would require testing existing circuits in different extract batches and then debugging the circuits in the batches where they don&amp;#039;t work correctly.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &amp;#039;&amp;#039;&amp;#039;Variability in circuit performance across extract preparation methods.&amp;#039;&amp;#039;&amp;#039;  We have seen many situations in which circuits work only in batches of extract produced with certain methods of lysis (bead beating, homogenization, french press, etc).  There are no obvious patterns of what types of circuits work in what types of extract, and so there are a lot of interesting speculation about what is going on.  Work in this area would require testing existing circuits in different extract batches and then debugging the circuits in the batches where they don&amp;#039;t work correctly.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &#039;&#039;&#039;Freeze-drying TX-TL.&#039;&#039;&#039;  Currently, extract &amp;amp; buffer have to be stored at -80C, making transportation and distribution to non-science facilities difficult. One potential solution is to freeze-dry, or lyophilize, TX-TL, which may preserve activity at higher temperatures. Research will focus on determining optimal lyophilization &amp;amp; storage conditions for TX-TL, and may include trying vacuum sealing, stoppering chambers, or desiccant. Students will also test different types of circuits in TX-TL, to determine how lyophilization effects circuit function. This project may overlap with the Paper-based TX-TL project, as this research &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;includes figuring out how to lyophilize &lt;/del&gt;TX-TL onto paper.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &#039;&#039;&#039;Freeze-drying TX-TL.&#039;&#039;&#039;  Currently, extract &amp;amp; buffer have to be stored at -80C, making transportation and distribution to non-science facilities difficult. One potential solution is to freeze-dry, or lyophilize, TX-TL, which may preserve activity at higher temperatures. Research will focus on determining optimal lyophilization &amp;amp; storage conditions for TX-TL, and may include trying vacuum sealing, stoppering chambers, or desiccant. Students will also test different types of circuits in TX-TL, to determine how lyophilization effects circuit function. This project may overlap with the Paper-based TX-TL project, as this research &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;lyophilizing &lt;/ins&gt;TX-TL onto paper.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &amp;#039;&amp;#039;&amp;#039;Paper-based TX-TL.&amp;#039;&amp;#039;&amp;#039; Currently, TX-TL reactions are run either in plate wells or microcentrifuge tubes, with the fluorescent output of reactions measured in a plate reader. However, recently researchers in the Murray lab have found a way to measure the output of TX-TL reactions with a cellphone, if the TX-TL reactions are on paper. This project focuses on developing paper-based technology for TX-TL, with the aim of eventually being able to run all reactions on paper and read all outputs on a cellphone. Research will include designing paper reaction strips, testing different circuits on the strips, and modifying the cellphone to measure multiple fluorescent and luminescent reporter proteins. This project may overlap with the Freeze-drying TX-TL project, as it may involve lyophilizing TX-TL onto paper.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &amp;#039;&amp;#039;&amp;#039;Paper-based TX-TL.&amp;#039;&amp;#039;&amp;#039; Currently, TX-TL reactions are run either in plate wells or microcentrifuge tubes, with the fluorescent output of reactions measured in a plate reader. However, recently researchers in the Murray lab have found a way to measure the output of TX-TL reactions with a cellphone, if the TX-TL reactions are on paper. This project focuses on developing paper-based technology for TX-TL, with the aim of eventually being able to run all reactions on paper and read all outputs on a cellphone. Research will include designing paper reaction strips, testing different circuits on the strips, and modifying the cellphone to measure multiple fluorescent and luminescent reporter proteins. This project may overlap with the Freeze-drying TX-TL project, as it may involve lyophilizing TX-TL onto paper.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &amp;#039;&amp;#039;&amp;#039;Colorimetric reporter proteins.&amp;#039;&amp;#039;&amp;#039; Currently, the outputs of TX-TL reactions are almost always fluorescent proteins, easy to express in TX-TL and commonly used in biology. However, special excitation-emission filters are needed to measure fluorescence, making it difficult to measure outside of a laboratory setting. Finding a TX-TL output that can be seen by the naked eye, eg. a colored protein or an enzyme-mediated color change, would help enable TX-TL use in the field. Research focuses on testing the functionality of different colorimetric reporters, the LacZ enzyme and varied LacZ substrates in TX-TL. This project may overlap with the Paper-based TX-TL project, as it may include testing successful colorimetric reporter proteins on paper.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &amp;#039;&amp;#039;&amp;#039;Colorimetric reporter proteins.&amp;#039;&amp;#039;&amp;#039; Currently, the outputs of TX-TL reactions are almost always fluorescent proteins, easy to express in TX-TL and commonly used in biology. However, special excitation-emission filters are needed to measure fluorescence, making it difficult to measure outside of a laboratory setting. Finding a TX-TL output that can be seen by the naked eye, eg. a colored protein or an enzyme-mediated color change, would help enable TX-TL use in the field. Research focuses on testing the functionality of different colorimetric reporters, the LacZ enzyme and varied LacZ substrates in TX-TL. This project may overlap with the Paper-based TX-TL project, as it may include testing successful colorimetric reporter proteins on paper.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &amp;#039;&amp;#039;&amp;#039;Improvements in preparation methods for TX-TL.&amp;#039;&amp;#039;&amp;#039;  Current preparation methods to make extract for circuit prototyping are low-yield (18 mL per batch). However, alternative preparation methods exist (45 mL per batch) which are significantly less labor-intensive, but are not optimized for circuit prototyping. Research on preparation methods will be conducted to increase yields but match cellular conditions more precisely.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &amp;#039;&amp;#039;&amp;#039;Improvements in preparation methods for TX-TL.&amp;#039;&amp;#039;&amp;#039;  Current preparation methods to make extract for circuit prototyping are low-yield (18 mL per batch). However, alternative preparation methods exist (45 mL per batch) which are significantly less labor-intensive, but are not optimized for circuit prototyping. Research on preparation methods will be conducted to increase yields but match cellular conditions more precisely.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;

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&lt;/table&gt;</summary>
		<author><name>Chayes</name></author>
	</entry>
	<entry>
		<id>https://murray.cds.caltech.edu/index.php?title=TX-TL_projects,_2015-16&amp;diff=19210&amp;oldid=prev</id>
		<title>Chayes at 07:07, 27 January 2016</title>
		<link rel="alternate" type="text/html" href="https://murray.cds.caltech.edu/index.php?title=TX-TL_projects,_2015-16&amp;diff=19210&amp;oldid=prev"/>
		<updated>2016-01-27T07:07:26Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
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				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 07:07, 27 January 2016&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l8&quot;&gt;Line 8:&lt;/td&gt;
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&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;A number of projects are available for 2015-16 for undergraduates interested in contributing to the research progress in this area.  Possible projects include:&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;A number of projects are available for 2015-16 for undergraduates interested in contributing to the research progress in this area.  Possible projects include:&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* Variability in circuit performance across extract preparation methods.  We have seen many situations in which circuits work only in batches of extract produced with certain methods of lysis (bead beating, homogenization, french press, etc).  There are no obvious patterns of what types of circuits work in what types of extract, and so there are a lot of interesting speculation about what is going on.  Work in this area would require testing existing circuits in different extract batches and then debugging the circuits in the batches where they don&#039;t work correctly.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;&#039;&#039;&#039;&lt;/ins&gt;Variability in circuit performance across extract preparation methods.&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;&#039;&#039;&#039; &lt;/ins&gt; We have seen many situations in which circuits work only in batches of extract produced with certain methods of lysis (bead beating, homogenization, french press, etc).  There are no obvious patterns of what types of circuits work in what types of extract, and so there are a lot of interesting speculation about what is going on.  Work in this area would require testing existing circuits in different extract batches and then debugging the circuits in the batches where they don&#039;t work correctly.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;Expression of membrane&lt;/del&gt;-&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;bound proteins in &lt;/del&gt;TX-TL. &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;Many circuit components require membrane bound proteins&lt;/del&gt;, &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;including ligand&lt;/del&gt;-&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;binding proteins &lt;/del&gt;and &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;light&lt;/del&gt;-&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;responsive transcription factors&lt;/del&gt;. &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt; Several of these components have been tested in &lt;/del&gt;TX-TL &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;but have not yet shown &lt;/del&gt;activity. &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt; In addition&lt;/del&gt;, in &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;metabolic engineering there are several membrane bound components of core metabolic pathways that are currently not accessible for &lt;/del&gt;TX-TL &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;based prototyping&lt;/del&gt;. &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;There are several promising approaches for integrating membrane&lt;/del&gt;-&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;like structures into cell&lt;/del&gt;-&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;free environments ().  We will characterize several of these approaches and demonstrate one or more that can be used &lt;/del&gt;to &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;express functional, membrane&lt;/del&gt;-&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;associated proteins&lt;/del&gt;.  &lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;&#039;&#039;&#039;Freeze&lt;/ins&gt;-&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;drying &lt;/ins&gt;TX-TL.&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;&#039;&#039;&#039;  Currently&lt;/ins&gt;, &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;extract &amp;amp; buffer have to be stored at &lt;/ins&gt;-&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;80C, making transportation &lt;/ins&gt;and &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;distribution to non&lt;/ins&gt;-&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;science facilities difficult&lt;/ins&gt;. &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;One potential solution is to freeze-dry, or lyophilize, &lt;/ins&gt;TX-TL&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;, which may preserve &lt;/ins&gt;activity &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;at higher temperatures&lt;/ins&gt;. &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;Research will focus on determining optimal lyophilization &amp;amp; storage conditions for TX-TL, and may include trying vacuum sealing, stoppering chambers&lt;/ins&gt;, &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;or desiccant. Students will also test different types of circuits &lt;/ins&gt;in TX-TL&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;, to determine how lyophilization effects circuit function&lt;/ins&gt;. &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;This project may overlap with the Paper&lt;/ins&gt;-&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;based TX&lt;/ins&gt;-&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;TL project, as this research includes figuring out how &lt;/ins&gt;to &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;lyophilize TX&lt;/ins&gt;-&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;TL onto paper&lt;/ins&gt;.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;Implementation of DNA editing machinery in &lt;/del&gt;TX-TL. &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt; Many groups &lt;/del&gt;are &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;using DNA editing machinery as part &lt;/del&gt;of &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;biological circuits&lt;/del&gt;. &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt; The two most common are CRISPR/Cas9 and integrase/excisionase systems.  The &lt;/del&gt;Murray lab &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;has demonstrated that some integrase/excisionase systems &lt;/del&gt;are &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;functional while others are not, and has also performed initial (so far unsuccessful) testing of CRISPR/Cas 9&lt;/del&gt;. &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt; We plan to develop the protocols required to implement CRISPR&lt;/del&gt;-based &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;circuits as well as integrase&lt;/del&gt;-&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;based circuits&lt;/del&gt;, &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;as well as explore &lt;/del&gt;the &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;ability &lt;/del&gt;of &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;these &lt;/del&gt;circuits to &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;work on linear DNA (useful for rapid prototyping) versus plasmid DNA&lt;/del&gt;.  &lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;&#039;&#039;&#039;Paper-based &lt;/ins&gt;TX-TL.&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;&#039;&#039;&#039; Currently, TX-TL reactions &lt;/ins&gt;are &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;run either in plate wells or microcentrifuge tubes, with the fluorescent output &lt;/ins&gt;of &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;reactions measured in a plate reader&lt;/ins&gt;. &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;However, recently researchers in the &lt;/ins&gt;Murray lab &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;have found a way to measure the output of TX-TL reactions with a cellphone, if the TX-TL reactions &lt;/ins&gt;are &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;on paper&lt;/ins&gt;. &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;This project focuses on developing paper&lt;/ins&gt;-based &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;technology for TX&lt;/ins&gt;-&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;TL&lt;/ins&gt;, &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;with &lt;/ins&gt;the &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;aim &lt;/ins&gt;of &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;eventually being able to run all reactions on paper and read all outputs on a cellphone. Research will include designing paper reaction strips, testing different &lt;/ins&gt;circuits &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;on the strips, and modifying the cellphone &lt;/ins&gt;to &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;measure multiple fluorescent and luminescent reporter proteins&lt;/ins&gt;. &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;This project may overlap with the Freeze&lt;/ins&gt;-&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;drying TX&lt;/ins&gt;-&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;TL project, as it may involve lyophilizing &lt;/ins&gt;TX-TL &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;onto paper&lt;/ins&gt;.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;* Implementation of scaffold&lt;/del&gt;-&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;based circuits using non&lt;/del&gt;-&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;homologous kinases in &lt;/del&gt;TX-TL. &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt; The Murray lab has built several circuits that make use &lt;/del&gt;of &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;scaffold&lt;/del&gt;-&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;based kinases &lt;/del&gt;to &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;implement feedback regulation strategies (Hsiao et al 2013).  Repeated attempts at Caltech to implement these circuits &lt;/del&gt;in TX-TL &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;have so far failed &lt;/del&gt;to &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;create working circuits.  By &lt;/del&gt;making &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;use &lt;/del&gt;of the &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;improved extracts in WP1 along with more sophisticated analysis techniques (&lt;/del&gt;eg, &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;micro&lt;/del&gt;-&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;arrays&lt;/del&gt;, &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;fluorescent probes and fluorophore/quencher systems), we will debug these circuits &lt;/del&gt;and &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;enable them to be used as components &lt;/del&gt;in TX-TL &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;circuits&lt;/del&gt;.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;* &#039;&#039;&#039;Colorimetric reporter proteins.&#039;&#039;&#039; Currently, the outputs &lt;/ins&gt;of &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;TX&lt;/ins&gt;-&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;TL reactions are almost always fluorescent proteins, easy &lt;/ins&gt;to &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;express &lt;/ins&gt;in TX-TL &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;and commonly used in biology. However, special excitation-emission filters are needed &lt;/ins&gt;to &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;measure fluorescence, &lt;/ins&gt;making &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;it difficult to measure outside &lt;/ins&gt;of &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;a laboratory setting. Finding a TX-TL output that can be seen by &lt;/ins&gt;the &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;naked eye, &lt;/ins&gt;eg&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;. a colored protein or an enzyme-mediated color change&lt;/ins&gt;, &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;would help enable TX&lt;/ins&gt;-&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;TL use in the field. Research focuses on testing the functionality of different colorimetric reporters&lt;/ins&gt;, &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;the LacZ enzyme &lt;/ins&gt;and &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;varied LacZ substrates &lt;/ins&gt;in TX-TL&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;. This project may overlap with the Paper-based TX-TL project, as it may include testing successful colorimetric reporter proteins on paper&lt;/ins&gt;.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* Improvements in preparation methods for TX-TL.  Current preparation methods to make extract for circuit prototyping are low-yield (18 mL per batch). However, alternative preparation methods exist (45 mL per batch) which are significantly less labor-intensive, but are not optimized for circuit prototyping. Research on preparation methods will be conducted to increase yields but match cellular conditions more precisely&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;. &lt;/del&gt;&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;&#039;&#039;&#039;&lt;/ins&gt;Improvements in preparation methods for TX-TL.&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;&#039;&#039;&#039; &lt;/ins&gt; Current preparation methods to make extract for circuit prototyping are low-yield (18 mL per batch). However, alternative preparation methods exist (45 mL per batch) which are significantly less labor-intensive, but are not optimized for circuit prototyping. Research on preparation methods will be conducted to increase yields but match cellular conditions more precisely.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;* Implementation of a TX-TL based educational model for high school students.  Create a pilot lab that will allow students to build different types of two-input logic gates by combining different parts of DNA.  By combining and selecting from 12 different DNA parts, any two-input logic gates can be created.  Development of new methods for rapidly characterizing circuit performance using an inexpensive cell-phone based reader and paper-based expression&lt;/del&gt;.&lt;/div&gt;&lt;/td&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-added&quot;&gt;&lt;/td&gt;&lt;/tr&gt;

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		<author><name>Chayes</name></author>
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	<entry>
		<id>https://murray.cds.caltech.edu/index.php?title=TX-TL_projects,_2015-16&amp;diff=19114&amp;oldid=prev</id>
		<title>Murray at 01:38, 1 December 2015</title>
		<link rel="alternate" type="text/html" href="https://murray.cds.caltech.edu/index.php?title=TX-TL_projects,_2015-16&amp;diff=19114&amp;oldid=prev"/>
		<updated>2015-12-01T01:38:47Z</updated>

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				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l12&quot;&gt;Line 12:&lt;/td&gt;
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&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* Implementation of DNA editing machinery in TX-TL.  Many groups are using DNA editing machinery as part of biological circuits.  The two most common are CRISPR/Cas9 and integrase/excisionase systems.  The Murray lab has demonstrated that some integrase/excisionase systems are functional while others are not, and has also performed initial (so far unsuccessful) testing of CRISPR/Cas 9.  We plan to develop the protocols required to implement CRISPR-based circuits as well as integrase-based circuits, as well as explore the ability of these circuits to work on linear DNA (useful for rapid prototyping) versus plasmid DNA.  &lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* Implementation of DNA editing machinery in TX-TL.  Many groups are using DNA editing machinery as part of biological circuits.  The two most common are CRISPR/Cas9 and integrase/excisionase systems.  The Murray lab has demonstrated that some integrase/excisionase systems are functional while others are not, and has also performed initial (so far unsuccessful) testing of CRISPR/Cas 9.  We plan to develop the protocols required to implement CRISPR-based circuits as well as integrase-based circuits, as well as explore the ability of these circuits to work on linear DNA (useful for rapid prototyping) versus plasmid DNA.  &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* Implementation of scaffold-based circuits using non-homologous kinases in TX-TL.  The Murray lab has built several circuits that make use of scaffold-based kinases to implement feedback regulation strategies (Hsiao et al 2013).  Repeated attempts at Caltech to implement these circuits in TX-TL have so far failed to create working circuits.  By making use of the improved extracts in WP1 along with more sophisticated analysis techniques (eg, micro-arrays, fluorescent probes and fluorophore/quencher systems), we will debug these circuits and enable them to be used as components in TX-TL circuits.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* Implementation of scaffold-based circuits using non-homologous kinases in TX-TL.  The Murray lab has built several circuits that make use of scaffold-based kinases to implement feedback regulation strategies (Hsiao et al 2013).  Repeated attempts at Caltech to implement these circuits in TX-TL have so far failed to create working circuits.  By making use of the improved extracts in WP1 along with more sophisticated analysis techniques (eg, micro-arrays, fluorescent probes and fluorophore/quencher systems), we will debug these circuits and enable them to be used as components in TX-TL circuits.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt; &lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;* Improvements in preparation methods for TX-TL.  Current preparation methods to make extract for circuit prototyping are low-yield (18 mL per batch). However, alternative preparation methods exist (45 mL per batch) which are significantly less labor-intensive, but are not optimized for circuit prototyping. Research on preparation methods will be conducted to increase yields but match cellular conditions more precisely. &lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;More information on &lt;/del&gt;TX-TL &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;is available here: http://www&lt;/del&gt;.&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;openwetware&lt;/del&gt;.&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;org/wiki/Biomolecular_Breadboards&lt;/del&gt;&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;* Implementation of a &lt;/ins&gt;TX-TL &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;based educational model for high school students.  Create a pilot lab that will allow students to build different types of two-input logic gates by combining different parts of DNA.  By combining and selecting from 12 different DNA parts, any two-input logic gates can be created&lt;/ins&gt;. &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt; Development of new methods for rapidly characterizing circuit performance using an inexpensive cell-phone based reader and paper-based expression&lt;/ins&gt;.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;

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&lt;/table&gt;</summary>
		<author><name>Murray</name></author>
	</entry>
	<entry>
		<id>https://murray.cds.caltech.edu/index.php?title=TX-TL_projects,_2015-16&amp;diff=18776&amp;oldid=prev</id>
		<title>Murray at 15:42, 26 September 2015</title>
		<link rel="alternate" type="text/html" href="https://murray.cds.caltech.edu/index.php?title=TX-TL_projects,_2015-16&amp;diff=18776&amp;oldid=prev"/>
		<updated>2015-09-26T15:42:37Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table style=&quot;background-color: #fff; color: #202122;&quot; data-mw=&quot;interface&quot;&gt;
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				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 15:42, 26 September 2015&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l8&quot;&gt;Line 8:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 8:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;A number of projects are available for 2015-16 for undergraduates interested in contributing to the research progress in this area.  Possible projects include:&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;A number of projects are available for 2015-16 for undergraduates interested in contributing to the research progress in this area.  Possible projects include:&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-deleted&quot;&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;* Variability in circuit performance across extract preparation methods.  We have seen many situations in which circuits work only in batches of extract produced with certain methods of lysis (bead beating, homogenization, french press, etc).  There are no obvious patterns of what types of circuits work in what types of extract, and so there are a lot of interesting speculation about what is going on.  Work in this area would require testing existing circuits in different extract batches and then debugging the circuits in the batches where they don&#039;t work correctly.&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* Expression of membrane-bound proteins in TX-TL. Many circuit components require membrane bound proteins, including ligand-binding proteins and light-responsive transcription factors.  Several of these components have been tested in TX-TL but have not yet shown activity.  In addition, in metabolic engineering there are several membrane bound components of core metabolic pathways that are currently not accessible for TX-TL based prototyping. There are several promising approaches for integrating membrane-like structures into cell-free environments ().  We will characterize several of these approaches and demonstrate one or more that can be used to express functional, membrane-associated proteins.  &lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* Expression of membrane-bound proteins in TX-TL. Many circuit components require membrane bound proteins, including ligand-binding proteins and light-responsive transcription factors.  Several of these components have been tested in TX-TL but have not yet shown activity.  In addition, in metabolic engineering there are several membrane bound components of core metabolic pathways that are currently not accessible for TX-TL based prototyping. There are several promising approaches for integrating membrane-like structures into cell-free environments ().  We will characterize several of these approaches and demonstrate one or more that can be used to express functional, membrane-associated proteins.  &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* Implementation of DNA editing machinery in TX-TL.  Many groups are using DNA editing machinery as part of biological circuits.  The two most common are CRISPR/Cas9 and integrase/excisionase systems.  The Murray lab has demonstrated that some integrase/excisionase systems are functional while others are not, and has also performed initial (so far unsuccessful) testing of CRISPR/Cas 9.  We plan to develop the protocols required to implement CRISPR-based circuits as well as integrase-based circuits, as well as explore the ability of these circuits to work on linear DNA (useful for rapid prototyping) versus plasmid DNA.  &lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* Implementation of DNA editing machinery in TX-TL.  Many groups are using DNA editing machinery as part of biological circuits.  The two most common are CRISPR/Cas9 and integrase/excisionase systems.  The Murray lab has demonstrated that some integrase/excisionase systems are functional while others are not, and has also performed initial (so far unsuccessful) testing of CRISPR/Cas 9.  We plan to develop the protocols required to implement CRISPR-based circuits as well as integrase-based circuits, as well as explore the ability of these circuits to work on linear DNA (useful for rapid prototyping) versus plasmid DNA.  &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;

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&lt;/table&gt;</summary>
		<author><name>Murray</name></author>
	</entry>
	<entry>
		<id>https://murray.cds.caltech.edu/index.php?title=TX-TL_projects,_2015-16&amp;diff=18689&amp;oldid=prev</id>
		<title>Murray: Created page with &quot;{| style=&quot;float: right&quot; |- | 400px |- | align=center | Overview of the cell-free expression breadboard process. |} The overall goal of this r...&quot;</title>
		<link rel="alternate" type="text/html" href="https://murray.cds.caltech.edu/index.php?title=TX-TL_projects,_2015-16&amp;diff=18689&amp;oldid=prev"/>
		<updated>2015-08-28T04:50:11Z</updated>

		<summary type="html">&lt;p&gt;Created page with &amp;quot;{| style=&amp;quot;float: right&amp;quot; |- | &lt;a href=&quot;/File:Breadboards-process.png&quot; title=&quot;File:Breadboards-process.png&quot;&gt;400px&lt;/a&gt; |- | align=center | Overview of the cell-free expression breadboard process. |} The overall goal of this r...&amp;quot;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;{| style=&amp;quot;float: right&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
| [[Image:breadboards-process.png|400px]]&lt;br /&gt;
|-&lt;br /&gt;
| align=center | Overview of the cell-free expression breadboard process.&lt;br /&gt;
|}&lt;br /&gt;
The overall goal of this research is to build a set of “biomolecular breadboards” to create a systematic, engineering-oriented approach to synthesizing biomolecular circuits that involves developing, modeling, and debugging a sequence of prototype devices, each at increasing levels of complexity and each allowing the incorporation of increasingly realistic operating environments for either in vitro or in vivo applications. We are adapting an existing cell-free toolbox developed at U. Minnesota to create a set of prototyping environments for testing biological circuits. A sequence of increasingly complex environments, ending in prokaryotic cells, is being used to demonstrate the ability to prototype circuits that function in vivo, with iteration in in vitro assays and models to streamline development of predictable, in vivo functionality.&lt;br /&gt;
&lt;br /&gt;
A number of projects are available for 2015-16 for undergraduates interested in contributing to the research progress in this area.  Possible projects include:&lt;br /&gt;
* Expression of membrane-bound proteins in TX-TL. Many circuit components require membrane bound proteins, including ligand-binding proteins and light-responsive transcription factors.  Several of these components have been tested in TX-TL but have not yet shown activity.  In addition, in metabolic engineering there are several membrane bound components of core metabolic pathways that are currently not accessible for TX-TL based prototyping. There are several promising approaches for integrating membrane-like structures into cell-free environments ().  We will characterize several of these approaches and demonstrate one or more that can be used to express functional, membrane-associated proteins. &lt;br /&gt;
* Implementation of DNA editing machinery in TX-TL.  Many groups are using DNA editing machinery as part of biological circuits.  The two most common are CRISPR/Cas9 and integrase/excisionase systems.  The Murray lab has demonstrated that some integrase/excisionase systems are functional while others are not, and has also performed initial (so far unsuccessful) testing of CRISPR/Cas 9.  We plan to develop the protocols required to implement CRISPR-based circuits as well as integrase-based circuits, as well as explore the ability of these circuits to work on linear DNA (useful for rapid prototyping) versus plasmid DNA. &lt;br /&gt;
* Implementation of scaffold-based circuits using non-homologous kinases in TX-TL.  The Murray lab has built several circuits that make use of scaffold-based kinases to implement feedback regulation strategies (Hsiao et al 2013).  Repeated attempts at Caltech to implement these circuits in TX-TL have so far failed to create working circuits.  By making use of the improved extracts in WP1 along with more sophisticated analysis techniques (eg, micro-arrays, fluorescent probes and fluorophore/quencher systems), we will debug these circuits and enable them to be used as components in TX-TL circuits.&lt;br /&gt;
&lt;br /&gt;
More information on TX-TL is available here: http://www.openwetware.org/wiki/Biomolecular_Breadboards&lt;/div&gt;</summary>
		<author><name>Murray</name></author>
	</entry>
</feed>