Gracias a Kevin Miyashiro para la siembra y mantenimiento de cultivos de células, a la Dra. Terri Schochet para proporcionar cultivos de células de las imágenes incluidas en este documento. Además, gracias a Kevin Miyashiro, el Dr. Peter Buckley, y Pertiz Tiina para la entrada en el procedimiento de ARNA. La financiación de este trabajo fue del Instituto Nacional sobre el Envejecimiento, el Instituto Nacional de Salud Mental y los recursos humanos fondos Buscador de Hecho de la Comunidad de Pennsylvania.

<ol>
	<li>Davis, J. E., Eberwine, J. H., Hinkle, D. A., Marciano, P. G., Meaney, D. F., McIntonsh, T. K. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Methodological+considerations+regarding+single-cell+gene+expression+profiling+for+brain+injury.">Methodological considerations regarding single-cell gene expression profiling for brain injury.</a> Neurochemical Research. 29, 1113-1121 (2004).</li><li>Eberwine, J. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Single-cell+molecular+biology.">Single-cell molecular biology.</a> Nature Neuroscience. 4, 1155-1156 (2001).</li><li>Kamme, F., Salunga, R., Yu, J., Tran, D., Zhu, J., Luo, J., Bittner, A., Guo, H., Miller, N., Wan, J., Erlander, M. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Single-cell+microarray+analysis+in+hippocampus+CA1:+Demonstration+and+Validation+of+Cellular+Heterogeneity.">Single-cell microarray analysis in hippocampus CA1: Demonstration and Validation of Cellular Heterogeneity.</a> The Journal of Neuroscience. 23, 3607-3607 (2003).</li><li>Hinkle, D., Glanzer, J., Sarabi, A., Pajunen, T., Zielinski, J., Belt, B., Miyashiro, K., McIntosh, T., Eberwine, J. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Single+neurons+as+experimental+systems+in+molecular+biology.">Single neurons as experimental systems in molecular biology.</a> Progress in Neurobiology. 72, 129-142 (2004).</li><li>Ginsberg, S. D., Elarova, I., Ruben, M., Tan, F., Counts, S. E., Eberwine, J. H., Trojanowski, J. Q., Hemby, S. E., Mufson, E. J., Che, S. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Single-cell+gene+expression+analysis:+Implications+for+Neurodegenerative+and+Neuropsychiatric+Disorders.">Single-cell gene expression analysis: Implications for Neurodegenerative and Neuropsychiatric Disorders.</a> Neeurochemical Research. 29, 1053-1064 (2004).</li><li>Eberwine, J., Spencer, K., Miyashirto, K., Mackler, S., Finnell, R. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Complementary+DNA+synthesis+in+situ:+methods+and+applications.">Complementary DNA synthesis in situ: methods and applications.</a> Methods Enxymol. 216, 80-100 (1992).</li><li>Eberwine, J., Yeh, H., Miyashiro, K., Cao, Y., Nair, S., Finnell, R., Zettel, M., Coleman, P. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Analysis+of+gene+expression+in+single+live+neurons.">Analysis of gene expression in single live neurons.</a> Proc. Natl. Acad. Sci. USA. 89, 3010-3014 (1992).</li><li>Kelz, M. B., Dent, G. W., Therianos, S., Marciano, P. G., McIntosh, T. K., Coleman, P. D., Eberwine, J. H. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Single-cell+antisense+RNA+amplification+and+microarray+analysis+as+a+tool+for+studying+neurological+degeneration+and+restoration.">Single-cell antisense RNA amplification and microarray analysis as a tool for studying neurological degeneration and restoration.</a> Sci. Aging Knowledge Eviron. 1, re1-re1 (2002).</li><li>Banker, G. A., Cowan, W. M. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Rat+hippocampal+neurons+in+dispersed+cell+culture.">Rat hippocampal neurons in dispersed cell culture.</a> Brain Research. 126, 397-425 (1977).</li><li>. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=.">.</a> P-1000 &#38; P-97 Pipette Cookbook. , (2010).</li><li>. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=.">.</a> MinElute Handbook For MinElute Reaction Cleanup Kit. , 28-29 (2004).</li><li>. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=.">.</a> Megascript kit. , 7-8 .</li><li>. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=.">.</a> MEGAclear kit. , 4-5 .</li><li>Eberwine, J., Kacharmina, J. E., Andrews, C., Miyashiro, K., McIntosh, T., Becker, K., Barrett, T., Hinkle, D., Dent, G., Marciano, P. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=mRNA+expression+analysis+of+tissue+sections+and+single+cells.">mRNA expression analysis of tissue sections and single cells.</a> The Journal of Neuroscience. 21, 8310-8314 (2001).</li><li>Van Gelder, R. N., von Zastrow, M. E., Yool, A., Dement, W. C., Barchas, J. D., Eberwine, J. H. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Amplified+RNA+synthesized+from+limited+quantities+of+heterogeneous+cDNA.">Amplified RNA synthesized from limited quantities of heterogeneous cDNA.</a> Proc. Natl. Acad. Sci. USA. 87, 1663-1667 (1990).</li><li>Miyashiro, K., Dichter, M., Eberwine, J. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=On+the+nature+and+differential+distribution+of+mRNAs+in+hippocampal+neuritis:+Implications+for+neuronal+functioning.">On the nature and differential distribution of mRNAs in hippocampal neuritis: Implications for neuronal functioning.</a> Proc. Natl. Acad. Sci. USA. 91, 10800-10804 (1994).</li><li>Sul, J., Wo, C. K., Zeng, F., Jochems, J., Lee, M. T., Kim, T. K., Peritz, T., Buckley, P., Cappelleri, D. J., Maronski, M., Kim, M., Kumar, V., Meaney, D., Kim, J., Eberwine, J. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Transcriptional+transfer+produces+a+predictable+cellular+phenotype.">Transcriptional transfer produces a predictable cellular phenotype.</a> Proc. Natl. Acad. Sci. USA. 106, 7624-7629 (2009).</li><li>Sow, F. B., Gallup, J. M., Sacco, R. E., Ackerman, M. R. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Laser+capture+microdissection+revisited+as+a+tool+for+transcriptomic+analysis:+Application+of+an+excel-based+qPCR+preparation+software+(PREXCEL-Q).">Laser capture microdissection revisited as a tool for transcriptomic analysis: Application of an excel-based qPCR preparation software (PREXCEL-Q).</a> Int. J. Biomed. Sci. 5, (2010).</li><li>Vandewoestyne, M., Deforce, D. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Laser+capture+microdissection+in+forensic+research:+a+review.">Laser capture microdissection in forensic research: a review.</a> Int J Legal Med. 124, (2010).</li><li>Eberwine, J., Bartfai, T. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Single+cell+transcriptomics+of+hypothalamic+warm+sensitive+neurons+that+control+core+body+temperature+and+fever+response+Signaling+asymmetry+and+an+extension+of+chemical+neuroanatomy.">Single cell transcriptomics of hypothalamic warm sensitive neurons that control core body temperature and fever response Signaling asymmetry and an extension of chemical neuroanatomy.</a> Pharmacol. Ther. , (2010).</li></ol>

Dr. Eberwine es un inventor de la patente ARNA que se ha autorizado a las tecnologías de LBS en la cual el Dr. Eberwine es un accionista.

Notas y solución de problemas <ul><li> Es posible que desee tomar antes y después de las imágenes que muestran que la célula diana fue aislado y que la penumbra restante fue dejado intacto. </li><li> Si demasiada solución es entrar en la pipeta a medida que se cosecha, se puede utilizar de 3 vías Luer-Lock accesorios y el émbolo de la jeringa para mantener la presión positiva en la tubería. El volumen deseado varía con el tipo de procesamiento, sino hasta 5 l es suficiente para la mayoría de las aplicaciones. </li></ul> Consejos generales sobre técnicas de biología molecular <ul><li> Vortex los tubos de valores y el giro hacia abajo antes de añadir a una reacción. NUNCA enzimas vórtice. </li><li> Mezclar bien las reacciones antes de añadir la enzima para asegurar que el buffer está en la concentración adecuada. </li><li> Mantener las poblaciones de la enzima a -20 ° C, si es posible mediante el uso de un stratacooler. De lo contrario, eliminar el derecho antes de su uso, mantener en hielo, y regresar de inmediato a -20 ° C. </li><li> Siempre hacen mezclas maestras en la preparación de más de una reacción para reducir los errores de pipeteo. Calcular el volumen requerido en función del número de muestras y añadir un 10-20%. </li><li> Tienda de ARN a -80 ° C a la degradación de retraso. El ARN es más estable almacenada en el búfer de apurination retraso de ARN que se produce en condiciones ácidas. </li></ul> Esquema general del procedimiento de ARNA Figura 4 ilustra la primera ronda del procedimiento de ARNA. En la reacción de la primera cadena, la parte de poli-T de la T7-oligo (dT) primer selecciona para las especies de ARNm (rectángulo blanco de largo) al unirse a la cola de poliA. Algunos microARN también poliadenilado y serán capturadas por este procedimiento. Más importante, sin embargo, el ARN más abundante en la célula, ARN ribosomal, no lo hará. Este oligo actúa como un manual para la transcriptasa reversa para sintetizar una hebra complementaria de cDNA (rectángulo gris de largo) utilizando el ARNm como molde. La parte de la T7 T7-oligo (dT) primer incorpora el promotor T7 RNA polimerasa en el marco con la secuencia antisentido al ARNm de partida. Esto se utiliza posteriormente en la reacción de transcripción in vitro en. A continuación, el ARNm en el híbrido de mRNA / ADN creado en el paso anterior es parcialmente hidrolizada por la RNasa H crear ARN &quot;primers&quot; (pequeños rectángulos de color blanco) similares a los fragmentos de Okazaki creado en la síntesis quedando la cadena de ADN. ADN polimerasa I utiliza los fragmentos de ARN para la síntesis del ADN con el ADN complementario al ARNm como molde. Cuando se llega al siguiente fragmento de ARN, el 5 &#39;a 3&#39; nucleasa elimina los ribonucleótidos y las reemplaza con desoxirribonucleótidos. ADN ligasa se añade a ligar los hilos en la sustitución de la principal línea no está completa. T4 DNA polimerasa se añade a rellenar las áreas donde los fragmentos de ARN sirve como cebadores inicial de la ADN polimerasa I la creación de un extremo romo de doble hebra de ADNc que se purifica antes de realizar la reacción de IVT. En la reacción de IVT, T7 ARN polimerasa se une al promotor T7 incorporado en las moléculas de ADNc de doble cadena y sintetiza el ARN antisentido (largo rectángulos negro) con la cadena de sentido como una plantilla. Esto sirve como el paso de amplificación en la que miles de moléculas de ARN antisentido se producen por cada molécula de doble hebra de ADNc (Figura 4). La segunda ronda, como se muestra en la Figura 4B, se inicia con una reacción de transcripción inversa que es ligeramente diferente de la de la primera ronda ya que el ARN antisentido de partida es (rectángulo negro sólido) y carece de la cola poliadenilado que fue objeto de la T7-oligo (dT) primer en la primera ronda. Por lo tanto, esta reacción se ceba con cebadores aleatorios (pequeños rectángulos grises) y posteriormente la desnaturalización del ARN. La reacción del segundo elemento es entonces preparado por la T7-oligo (dT) primer, que se une a la secuencia de poli-A en el extremo 3 &#39;del ARN sentido creado en la reacción de transcripción inversa anterior. Otra reacción IVT se realiza en la misma forma que en la primera ronda. Esta segunda ronda se suele repetir al menos una vez para lograr tres rondas de amplificación de una sola célula. Aplicaciones Las técnicas que hemos presentado en este artículo se puede traducir en un gran número de aplicaciones. El protocolo de una sola celda de aislamiento puede ser modificado para su uso en rodajas aguda. 14 Aunque técnicamente más difícil, los mismos principios se aplican en esta preparación alternativa. Además, si el tamaño de la pipeta es un poco ajustado, las grabaciones de la fisiología de las células se pueden hacer antes de la cosecha teniendo en cuenta una investigación bien controlada de los mecanismos moleculares que subyacen a los productos fisiológicos. Otra pequeña modificación consiste en aislar los procesos, desde el soma celular. 15 Para esta aplicación, recoger los cuerpos de células con una pipeta y luego volver con una pipeta nueva y recoger 100-300 Dendrit identificadoes o axones por tubo de recolección. 16 Una vez que las células se han obtenido, la comparación de la abundancia de ARNm y las composiciones se pueden hacer entre diferentes e incluso dentro de las poblaciones de la misma célula. La incorporación de biotina-UTP en el ARNA tercera ronda permite el análisis de microarrays para determinar las abundancias relativas de ARNm. La composición de la población de ARNm original también se puede determinar después de la intervención ARNA utilizando secuenciación de próxima generación. El ARNA amplificada también se puede utilizar para confirmar la célula estudios de conversión fenotipo en el que se transfectaron un conjunto completo de los ARNm de un tipo de células en un tipo celular diferente con el fin de inducir la transición del fenotipo del tipo de célula en que esta última de la primera, un procedimiento desarrollado por el laboratorio y se conoce como TIPeR 17. Estos estudios son particularmente útiles para el estudio de los estados de enfermedad y de fenotipos de células y estos estudios están actualmente en curso en el laboratorio. RT-PCR o PCR cuantitativa se puede realizar en el material amplificado para confirmar la expresión de genes específicos de la célula. Además, las evaluaciones de la eficacia de transfección o transducción se pueden hacer en el nivel de células individuales. Ventajas y limitaciones Como se indica en el resumen, el aislamiento de células individuales para el análisis elimina los efectos observados con un promedio de análisis de poblaciones celulares heterogéneas. Estos efectos promedio de tergiversar la abundancia de ARNm en una sola célula por la sobre-representación de abundantes transcripciones y media de la prevención y la detección de muchos de baja abundancia transcripciones. La citometría de flujo se puede utilizar para clasificar las células individuales, pero este método requiere el conocimiento de marcadores de células específicas y equipos costosos. 18 microdisección de captura por láser o bien con UV o IR sistemas láser captura microdissection permiten célula e incluso capturar subcelular, pero requiere que las células de su interés se encuentra en la superficie de secciones muy finas. 19 Al igual que la citometría de flujo, microdisección láser de captura también se requiere un equipo caro. Una de las principales ventajas de la técnica de electrodos colección basada descrito anteriormente es que los valiosos datos electrofisiológicos se puede obtener de la célula de interés antes de la cosecha, lo que permite el análisis funcional y transcriptoma para llevar a cabo en la misma celda. 20 Un aspecto negativo de nuestra técnica es que requiere experiencia en el uso micromanipulador. Los investigadores familiarizados con micromanipulador se encuentra esta técnica muy intuitiva, sin embargo, las personas con ninguna experiencia tendrá que sentirse cómodo con los movimientos finos necesarios. Inherentes a cualquier técnica de amplificación es la amplificación preferencial de las transcripciones de algunas basadas en el tamaño y la composición de nucleótidos. 4,6,7 reacción en cadena de la polimerasa (PCR) basada, como la reacción de transcripción inversa en cadena de polimerasa (RT-PCR) y la rápida amplificación de cDNA extremos (RACE) resultado en la amplificación exponencial de las transcripciones, mientras que el ARNA los resultados del procedimiento de amplificación de amplificación lineal. Así, una de las principales ventajas del procedimiento de ARNA reside en su capacidad para conservar mejor la abundancia relativa de las transcripciones de ARNm por sólo linealmente amplificando los errores o sesgos que se producen en el proceso de amplificación en lugar de amplificar de manera exponencial, dijo errores y sesgos. El procedimiento ARNA junto con el análisis de microarrays permite la comparación de las abundancias de mRNA entre las células individuales de morfología similar o diferente, tratados o sin tratar. Además, el material amplificado puede ser presentado para la secuenciación de próxima generación. 5,8 Sin embargo, se debe tener cuidado en este tipo de análisis, ya que, en contraste con el uso de cebadores aleatorios para el procedimiento, el procedimiento de oligo-dT cebado descrito anteriormente amplificación de los sesgos de la 3 &#39;de los ARNm y por lo general resulta en un acortamiento leve de material posterior amplifica con cada ronda. Se debe tener cuidado en el análisis de los resultados de microarrays con los métodos estándar como algunas llamadas ausente falsos pueden surgir a partir de material acorta ligeramente amplificado. Además, los resultados, mientras que la secuenciación hecho, proporcionará la completa secuencia 5 &#39;de la mayoría de los ARNm original, las secuencias 5&#39; de algunos ARNm podría pasarse por alto. Por estas razones, el número de rondas de amplificación debe ser limitado.

A correction was made to <a href="http://http://www.jove.com/video/2634/transcriptome-analysis-of-single-cells">Transcriptome Analysis of Single Cells</a>. There were errors in the volumes used in the aRNA Amplification section.

Erratum: Transcriptome Analysis of Single Cells

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		<div>
		<table border="1">
		<thead>
		<tr>
		<th>Material Name</th>
		<th>Type</th>
		<th>Company</th>
		<th>Catalogue Number</th>
		<th>Comment</th>
		</tr>
		</thead>
		<tbody>
		
<tr>
<td>Spiegelgas coverslips</td>
<td>&nbsp;</td>
<td>Carolina Biological</td>
<td>63-3029</td>
<td>&nbsp;</td>
<tr>
<td>Nunc 35x10 mm culture dishes</td>
<td>&nbsp;</td>
<td>Fisher</td>
<td>12-565-90</td>
<td>&nbsp;</td>
<tr>
<td>Water for cell culture</td>
<td>&nbsp;</td>
<td>Lonza</td>
<td>17-724Q</td>
<td>For making solutions used for cell culture and rinsing coverslips</td>
</tr>
<tr>
<td>Poly-D-Lysine MW70-150K</td>
<td>&nbsp;</td>
<td>Sigma</td>
<td>6407</td>
<td>&nbsp;</td>
<tr>
<td>Laminin, ultrapure</td>
<td>&nbsp;</td>
<td>BD Bioscience</td>
<td>354239</td>
<td>&nbsp;</td>
<tr>
<td>Boric acid</td>
<td>&nbsp;</td>
<td>Sigma</td>
<td>B0252</td>
<td>&nbsp;</td>
<tr>
<td>MEM with Earle&#x2019;s salts and glutamax</td>
<td>&nbsp;</td>
<td>Invitrogen</td>
<td>41090-101</td>
<td>For plating cells</td>
</tr>
<tr>
<td>D-glucose</td>
<td>&nbsp;</td>
<td>Sigma</td>
<td>G8769</td>
<td>&nbsp;</td>
<tr>
<td>Penicillin-streptomycin</td>
<td>&nbsp;</td>
<td>Invitrogen</td>
<td>15140-122</td>
<td>&nbsp;</td>
<tr>
<td>Horse serum</td>
<td>&nbsp;</td>
<td>Invitrogen</td>
<td>16050</td>
<td>&nbsp;</td>
<tr>
<td>Cytosine beta-D-arabinofuranoside</td>
<td>&nbsp;</td>
<td>Sigma</td>
<td>C1768</td>
<td>&nbsp;</td>
<tr>
<td>MEM with Earle&#x2019;s salts and L-glutamine</td>
<td>&nbsp;</td>
<td>Invitrogen</td>
<td>11095-098</td>
<td>For growing cells</td>
</tr>
<tr>
<td>Sodium pyruvate</td>
<td>&nbsp;</td>
<td>Sigma</td>
<td>P2256</td>
<td>&nbsp;</td>
<tr>
<td>B27 serum-free supplement</td>
<td>&nbsp;</td>
<td>Invitrogen</td>
<td>17504-044</td>
<td>&nbsp;</td>
<tr>
<td>Borosilicate glass capillary tubes (1.5mm O.D, 100mm length)</td>
<td>&nbsp;</td>
<td>Kimble Chase</td>
<td>34500 99</td>
<td>Any borosilicate glass pipette will work as long as the proper bore size is attained. </td>
</tr>
<tr>
<td>HBSS</td>
<td>&nbsp;</td>
<td>Invitrogen</td>
<td>14175</td>
<td>Any solution will work as long as the components won&#x2019;t interfere with any future processing (i.e. no Ca2+ or Mg2+)</td>
</tr>
<tr>
<td>1ml syringe</td>
<td>&nbsp;</td>
<td>BD</td>
<td>309628</td>
<td>&nbsp;</td>
<tr>
<td>Needle</td>
<td>&nbsp;</td>
<td>BD</td>
<td>&nbsp;</td>
<td>Gauge depends on the diameter of the pipettes</td>
</tr>
<tr>
<td>dNTP mix</td>
<td>&nbsp;</td>
<td>Amersham</td>
<td>28-4065-51</td>
<td>&nbsp;</td>
<tr>
<td>dt-T7 oligo</td>
<td>&nbsp;</td>
<td>Custom</td>
<td>Midland Certified</td>
<td>&nbsp;</td>
<tr>
<td>Second strand buffer (5x)</td>
<td>&nbsp;</td>
<td>Invitrogen</td>
<td>Y01129</td>
<td>&nbsp;</td>
<tr>
<td>DTT</td>
<td>&nbsp;</td>
<td>&nbsp;</td>
<td>&nbsp;</td>
<td>Supplied with second strand buffer</td>
</tr>
<tr>
<td>E.coli DNA Ligase</td>
<td>&nbsp;</td>
<td>Invitrogen</td>
<td>100002324</td>
<td>&nbsp;</td>
<tr>
<td>DNA polymerase I</td>
<td>&nbsp;</td>
<td>Invitrogen</td>
<td>100004926</td>
<td>&nbsp;</td>
<tr>
<td>Rnase H</td>
<td>&nbsp;</td>
<td>Invitrogen</td>
<td>18021-071</td>
<td>&nbsp;</td>
<tr>
<td>Megascript T7 kit</td>
<td>&nbsp;</td>
<td>Ambion</td>
<td>AM1334</td>
<td>&nbsp;</td>
<tr>
<td>Random primers</td>
<td>&nbsp;</td>
<td>BMB</td>
<td>11034731001</td>
<td>&nbsp;</td>
<tr>
<td>Superscript III Reverse Transcriptase</td>
<td>&nbsp;</td>
<td>Invitrogen</td>
<td>56575</td>
<td>in kit (18080-044) comes with first strand buffer (Y02321) and DTT</td>
</tr>
<tr>
<td>MEGAclear Kit</td>
<td>&nbsp;</td>
<td>Ambion</td>
<td>1908</td>
<td>&nbsp;</td>
<tr>
<td>MinElute Reaction Cleanup Kit</td>
<td>&nbsp;</td>
<td>Qiagen</td>
<td>28206</td>
<td>&nbsp;</td>
<tr>
<td>T4 DNA polymerase</td>
<td>&nbsp;</td>
<td>Invitrogen</td>
<td>100004994</td>
<td>&nbsp;</td>
<tr>
<td>Rnasin</td>
<td>&nbsp;</td>
<td>Promega</td>
<td>N251B</td>
<td>&nbsp;</td>
<tr>
<td>Illumina TotalPrep RNA Amplification Kit</td>
<td>&nbsp;</td>
<td>Ambion</td>
<td>AMIL1791</td>
<td>&nbsp;</td>
<tr>
<td>Flaming/Brown micropipette puller</td>
<td>&nbsp;</td>
<td>Sutter Instruments</td>
<td>P-87</td>
<td>Sutter has many other models, many are discussed in the cookbook</td>
</tr>
<tr>
<td>Micromanipulator</td>
<td>&nbsp;</td>
<td>Olympus</td>
<td>&nbsp;</td>
<td>Many other micromanipulators will work such as the newer Eppendorf models</td>
</tr>
<tr>
<td>Pipette Holder</td>
<td>&nbsp;</td>
<td>Warner Instruments</td>
<td>MP-S15A</td>
<td>Will vary with micromanipulator and pipette O.D.</td>
</tr>
<tr>
<td>Bioanalyzer RNA 6000 Nano Kit</td>
<td>&nbsp;</td>
<td>Agilent</td>
<td>5067-1511</td>
<td>&nbsp;</td>		</tbody>
		</table>
		</div>

transcriptome analysis of single cells

Muchas técnicas de análisis de expresión génica se basan en elementos aislados de poblaciones heterogéneas de células de tejido homogeneizado o células en cultivo. 1,2,3 En el caso del cerebro, en regiones como el hipocampo contienen una compleja disposición de los diferentes tipos de células, cada una con distintos perfiles de ARNm. La habilidad de cosechar las células individuales permite una investigación más profunda en las diferencias moleculares entre y dentro de las poblaciones de células. Se describe un método sencillo y rápido para la obtención de células para su posterior procesamiento. Pipetas de uso frecuente en electrofisiología se utilizan para aislar (con aspiración) una célula de interés y conveniente depositarlo en un tubo Eppendorf para su posterior procesamiento con cualquier número de técnicas de biología molecular. El protocolo puede ser modificada para la cosecha de las dendritas de cultivo de células o celdas individuales de rebanadas aguda. También describe el método de amplificación ARNA como una de las principales aplicaciones aguas abajo de los aislamientos de células individuales. Este método fue desarrollado previamente por nuestro laboratorio como una alternativa a otras técnicas de análisis de expresión génica como la transcripción inversa o la reacción en cadena de la polimerasa (PCR). 4,5,6,7,8 Esta técnica permite la amplificación lineal de la poliadenilado ARN a partir de femtogramos sólo de materiales y que resulta en cantidades de microgramos de ARN antisentido. El material linealmente amplificado proporciona una estimación más precisa de la amplificación por PCR exponencial de la abundancia relativa de los componentes del transcriptoma de la celda de aislamiento. El procedimiento básico consiste en dos rondas de amplificación. En pocas palabras, un sitio de la RNA polimerasa T7 promotor se incorpora a doble varados cDNA creado a partir de las transcripciones de ARNm. Una noche a la mañana en la transcripción in vitro (FIV) la reacción se realiza a continuación en el que la RNA polimerasa T7 produce muchas transcripciones antisentido del cDNA de doble cadena. La segunda ronda se repite este proceso, pero con algunas diferencias técnicas, ya que el material de partida es el ARN antisentido. Es un estándar para repetir la segunda vuelta, resultando en tres rondas de amplificación. A menudo, la tercera ronda en la reacción de transcripción in vitro se realiza con los trifosfatos nucleósidos con biotina para que el ARN antisentido producido puede ser híbridas, y detectado en un microarray de 7,8.

Watch this Scientific Journal Video about Transcriptome Analysis of Single Cells at JoVE.com

Transcriptome Analysis of Single Cells

En este artículo se describe un método simple para la recolección de las células individuales de rata cultivos primarios de neuronas y posterior análisis de transcriptoma utilizando la amplificación ARNA. Este enfoque es generalizable a cualquier tipo de célula.

El análisis del transcriptoma de células individuales

Many gene expression analysis techniques rely on material isolated from heterogeneous populations of cells from tissue homogenates or cells in ...

Research

JoVE Journal

Neuroscience

29.5K vistas.  University of Pennsylvania. En este artículo se describe un método simple para la recolección de las células individuales de rata cultivos primarios de neuronas y posterior análisis de transcriptoma utilizando la amplificación ARNA. Este enfoque es generalizable a cualquier tipo de célula.

Video: Transcriptome Analysis of Single Cells

Live-cell Imaging of Sensory Organ Precursor Cells in Intact Drosophila Pupae

Since the discovery of Green Fluorescent Protein (GFP), there has been a revolutionary change in the use of live-cell imaging as a tool for understanding fundamental biological mechanisms. Striking progress has been particularly evident in Drosophila, whose extensive toolkit of mutants and transgenic lines provides a convenient model to study evolutionarily-conserved developmental and cell biological mechanisms. We are interested in understanding the mechanisms that control cell fate specification in the adult peripheral nervous system (PNS) in Drosophila. Bristles that cover the head, thorax, abdomen, legs and wings of the adult fly are individual mechanosensory organs, and have been studied as a model system for understanding mechanisms of Notch-dependent cell fate decisions. Sensory organ precursor (SOP) cells of the microchaetes (or small bristles), are distributed throughout the epithelium of the pupal thorax, and are specified during the first 12 hours after the onset of pupariation. After specification, the SOP cells begin to divide, segregating the cell fate determinant Numb to one daughter cell during mitosis. Numb functions as a cell-autonomous inhibitor of the Notch signaling pathway.
Here, we show a method to follow protein dynamics in SOP cell and its progeny within the intact pupal thorax using a combination of tissue-specific Gal4 drivers and GFP-tagged fusion proteins 1,2.This technique has the advantage over fixed tissue or cultured explants because it allows us to follow the entire development of an organ from specification of the neural precursor to growth and terminal differentiation of the organ. We can therefore directly correlate changes in cell behavior to changes in terminal differentiation. Moreover, we can combine the live imaging technique with mosaic analysis with a repressible cell marker (MARCM) system to assess the dynamics of tagged proteins in mitotic SOPs under mutant or wildtype conditions. Using this technique, we and others have revealed novel insights into regulation of asymmetric cell division and the control of Notch signaling activation in SOP cells (examples include references 1-6,7 ,8).

Live-cell Imaging of Sensory Organ Precursor Cells in Intact Drosophila Pupae

In this video, we describe a method for live cell imaging of asymmetrically dividing sensory organ progenitor cells and epidermal cells in intact Drosophila pupae

Células vivas imágenes de células de los órganos sensoriales Precursor en Intacto Drosophila Las pupas

Since the discovery of Green Fluorescent Protein (GFP), there has been a revolutionary change in the use of live-cell imaging as a tool for understanding ...

Investigación

Neurociencias

Sequential Photo-bleaching to Delineate Single Schwann Cells at the Neuromuscular Junction

Sequential photo-bleaching provides a non-invasive way to label individual SCs at the NMJ. The NMJ is the largest synapse of the mammalian nervous system and has served as guiding model to study synaptic structure and function. In mouse NMJs motor axon terminals form pretzel-like contact sites with muscle fibers. The motor axon and its terminal are sheathed by SCs. Over the past decades, several transgenic mice have been generated to visualize motor neurons and SCs, for example Thy1-XFP1 and Plp-GFP mice2, respectively.
Along motor axons, myelinating axonal SCs are arranged in non-overlapping internodes, separated by nodes of Ranvier, to enable saltatory action potential propagation. In contrast, terminal SCs at the synapse are specialized glial cells, which monitor and promote neurotransmission, digest debris and guide regenerating axons. NMJs are tightly covered by up to half a dozen non-myelinating terminal SCs - these, however, cannot be individually resolved by light microscopy, as they are in direct membrane contact3.
Several approaches exist to individually visualize terminal SCs. None of these are flawless, though. For instance, dye filling, where single cells are impaled with a dye-filled microelectrode, requires destroying a labelled cell before filling a second one. This is not compatible with subsequent time-lapse recordings3. Multi-spectral "Brainbow" labeling of SCs has been achieved by using combinatorial expression of fluorescent proteins4. However, this technique requires combining several transgenes and is limited by the expression pattern of the promoters used. In the future, expression of "photo-switchable" proteins in SCs might be yet another alternative5. Here we present sequential photo-bleaching, where single cells are bleached, and their image obtained by subtraction. We believe that this approach - due to its ease and versatility - represents a lasting addition to the neuroscientist's technology palette, especially as it can be used in vivo and transferred to others cell types, anatomical sites or species6.
In the following protocol, we detail the application of sequential bleaching and subsequent confocal time-lapse microscopy to terminal SCs in triangularis sterni muscle explants. This thin, superficial and easily dissected nerve-muscle preparation7,8 has proven useful for studies of NMJ development, physiology and pathology9. Finally, we explain how the triangularis sterni muscle is prepared after fixation to perform correlated high-resolution confocal imaging, immunohistochemistry or ultrastructural examinations.

Visualizing individual cells in densely packed tissues, such as terminal Schwann cells (SCs) at neuromuscular junctions (NMJs), is challenging. "Sequential photo-bleaching" allows delineating single terminal SCs, for instance in the triangularis sterni muscle explant, a convenient nerve-muscle preparation, where sequential bleaching can be combined with time-lapse imaging and post-hoc immunostainings.

Secuencial Foto-blanqueamiento para Precisar las células individuales de Schwann en la unión neuromuscular

Sequential photo-bleaching provides a non-invasive way to label individual SCs at the NMJ. The NMJ is the largest synapse of the mammalian nervous system ...

Labeling of Single Cells in the Central Nervous System of Drosophila melanogaster

In this article we describe how to individually label neurons in the embryonic CNS of Drosophila melanogaster by juxtacellular injection of the lipophilic fluorescent membrane marker DiI. This method allows the visualization of neuronal cell morphology in great detail. It is possible to label any cell in the CNS: cell bodies of target neurons are visualized under DIC optics or by expression of a fluorescent genetic marker such as GFP. After labeling, the DiI can be transformed into a permanent brown stain by photoconversion to allow visualization of cell morphology with transmitted light and DIC optics. Alternatively, the DiI-labeled cells can be observed directly with confocal microscopy, enabling genetically introduced fluorescent reporter proteins to be colocalised. The technique can be used in any animal, irrespective of genotype, making it possible to analyze mutant phenotypes at single cell resolution.

Labeling of Single Cells in the Central Nervous System of Drosophila melanogaster

We present a technique for labeling single neurons in the central nervous system (CNS) of Drosophila embryos, which allows the analysis of neuronal morphology by either transmitted light or confocal microscopy.

El marcaje de células individuales en el Sistema Nervioso Central de<em&gt; Drosophila melanogaster</em

In this  article we describe how to individually label neurons in the embryonic CNS of Drosophila melanogaster by juxtacellular injection of the ...

Laser Capture Microdissection of Enriched Populations of Neurons or Single Neurons for Gene Expression Analysis After Traumatic Brain Injury

Long-term cognitive disability after TBI is associated with injury-induced neurodegeneration in the hippocampus-a region in the medial temporal lobe that is critical for learning, memory and executive function.1,2 Hence our studies focus on gene expression analysis of specific neuronal populations in distinct subregions of the hippocampus. The technique of laser capture microdissection (LCM), introduced in 1996 by Emmert-Buck, et al.,3 has allowed for significant advances in gene expression analysis of single cells and enriched populations of cells from heterogeneous tissues such as the mammalian brain that contains thousands of functional cell types.4 We use LCM and a well established rat model of traumatic brain injury (TBI) to investigate the molecular mechanisms that underlie the pathogenesis of TBI. Following fluid-percussion TBI, brains are removed at pre-determined times post-injury, immediately frozen on dry ice, and prepared for sectioning in a cryostat. The rat brains can be embedded in OCT and sectioned immediately, or stored several months at -80 &deg;C before sectioning for laser capture microdissection. Additionally, we use LCM to study the effects of TBI on circadian rhythms. For this, we capture neurons from the suprachiasmatic nuclei that contain the master clock of the mammalian brain. Here, we demonstrate the use of LCM to obtain single identified neurons (injured and degenerating, Fluoro-Jade-positive, or uninjured, Fluoro-Jade-negative) and enriched populations of hippocampal neurons for subsequent gene expression analysis by real time PCR and/or whole-genome microarrays. These LCM-enabled studies have revealed that the selective vulnerability of anatomically distinct regions of the rat hippocampus are reflected in the different gene expression profiles of different populations of neurons obtained by LCM from these distinct regions. The results from our single-cell studies, where we compare the transcriptional profiles of dying and adjacent surviving hippocampal neurons, suggest the existence of a cell survival rheostat that regulates cell death and survival after TBI.

We describe how to use laser capture microdissection (LCM) to obtain enriched populations of hippocampal neurons or single neurons from frozen sections of the injured rat brain for subsequent gene expression analysis using quantitative real time PCR and/or whole-genome microarrays.

Captura de microdisección láser poblaciones enriquecidas de neuronas o neuronas individuales para análisis de expresión génica después de una lesión cerebral traumática

Long-term cognitive disability after TBI is associated with injury-induced neurodegeneration in the hippocampus-a region in the medial temporal lobe that ...

Peering at Brain Polysomes with Atomic Force Microscopy

The translational machinery, i.e., the polysome or polyribosome, is one of the biggest and most complex cytoplasmic machineries in cells. Polysomes, formed by ribosomes, mRNAs, several proteins and non-coding RNAs, represent integrated platforms where translational controls take place. However, while the ribosome has been widely studied, the organization of polysomes is still lacking comprehensive understanding. Thus much effort is required in order to elucidate polysome organization and any novel mechanism of translational control that may be embedded. Atomic force microscopy (AFM) is a type of scanning probe microscopy that allows the acquisition of 3D images at nanoscale resolution. Compared to electron microscopy (EM) techniques, one of the main advantages of AFM is that it can acquire thousands of images both in air and in solution, enabling the sample to be maintained under near physiological conditions without any need for staining and fixing procedures. Here, a detailed protocol for the accurate purification of polysomes from mouse brain and their deposition on mica substrates is described. This protocol enables polysome imaging in air and liquid with AFM and their reconstruction as three-dimensional objects. Complementary to cryo-electron microscopy (cryo-EM), the proposed method can be conveniently used for systematically analyzing polysomes and studying their organization.

While ribosome structure has been extensively characterized, the organization of polysomes is still understudied. To overcome this lack of knowledge, we present here a detailed preparation protocol for accurate imaging of mammalian polysomes by atomic force microscopy (AFM) in air and liquid.

Asomándose al cerebro Polisomas con microscopía de fuerza atómica

The translational machinery, i.e., the polysome or polyribosome, is one of the biggest and most complex cytoplasmic machineries in cells. Polysomes, ...

Single-cell RNA-Seq of Defined Subsets of Retinal Ganglion Cells

The discovery of cell type-specific markers can provide insight into cellular function and the origins of cellular heterogeneity. With a recent push for the improved understanding of neuronal diversity, it is important to identify genes whose expression defines various subpopulations of cells. The retina serves as an excellent model for the study of central nervous system diversity, as it is composed of multiple major cell types. The study of each major class of cells has yielded genetic markers that facilitate the identification of these populations. However, multiple subtypes of cells exist within each of these major retinal cell classes, and few of these subtypes have known genetic markers, although many have been characterized by morphology or function. A knowledge of genetic markers for individual retinal subtypes would allow for the study and mapping of brain targets related to specific visual functions and may also lend insight into the gene networks that maintain cellular diversity. Current avenues used to identify the genetic markers of subtypes possess drawbacks, such as the classification of cell types following sequencing. This presents a challenge for data analysis and requires rigorous validation methods to ensure that clusters contain cells of the same function. We propose a technique for identifying the morphology and functionality of a cell prior to isolation and sequencing, which will allow for the easier identification of subtype-specific markers. This technique may be extended to non-neuronal cell types, as well as to rare populations of cells with minor variations. This protocol yields excellent-quality data, as many of the libraries have provided read depths greater than 20 million reads for single cells. This methodology overcomes many of the hurdles presented by Single-cell RNA-Seq and may be suitable for researchers aiming to profile cell types in a straightforward and highly efficient manner.

Here, we present a combinatorial approach for classifying neuronal cell types prior to isolation and for the subsequent characterization of single-cell transcriptomes. This protocol optimizes the preparation of samples for successful RNA Sequencing (RNA-Seq) and describes a methodology designed specifically for the enhanced understanding of cellular diversity.

RNA-Seq de una sola célula de subconjuntos definidos de células de ganglio retiniano

The discovery of cell type-specific markers can provide insight into cellular function and the origins of cellular heterogeneity. With a recent push for ...

Analysis of Immune Cells in Single Sciatic Nerves and Dorsal Root Ganglion from a Single Mouse Using Flow Cytometry

Nerve-resident immune cells in the peripheral nervous system (PNS) are essential to maintaining neuronal integrity in a healthy nerve. The immune cells of the PNS are affected by injury and disease, affecting the nerve function and the capacity for regeneration. Neuronal immune cells are commonly analyzed by immunofluorescence (IF). While IF is essential for determining the location of the immune cells in the nerve, IF is only semi-quantitative and the method is limited to the number of markers that can be analyzed simultaneously and the degree of surface expression. In this study, flow cytometry was used for quantitative analysis of leukocyte infiltration into sciatic nerves or dorsal root ganglions (DRGs) of individual mice. Single cell analysis was performed using DAPI and several proteins were analyzed simultaneously for either surface or intracellular expression. Both sciatic nerves from one mouse that were treated according to this protocol generated &#8805; 30,000 single nucleated events. The proportion of leukocytes in the sciatic nerves, determined by expression of CD45, was approximately 5% of total cell content in the sciatic nerve and approximately 5-10% in the DRG. Although this protocol focuses primarily on the immune cell population within the PNS, the flexibility of flow cytometry to measure a number of markers simultaneously means that the other cells populations present within the nerve, such as Schwann cells, pericytes, fibroblasts, and endothelial cells, can also be analyzed using this method. This method therefore provides a new means for studying systemic effects on the PNS, such as neurotoxicology and genetic models of neuropathy or in chronic diseases, such as diabetes.

Quantitative analysis of cell content within the murine sciatic nerve is difficult due to the scarcity of the tissue. This protocol describes a method for tissue digestion and preparation that provides sufficient cells for flow cytometry analysis of immune cell populations from nerves of individual mice.

Análisis de las células inmunes en solo de los nervios ciático y de ganglio de raíz Dorsal de un ratón mediante citometría de flujo

Nerve-resident immune cells in the peripheral nervous system (PNS) are essential to maintaining neuronal integrity in a healthy nerve. The immune cells of ...

Isolation of Adult Spinal Cord Nuclei for Massively Parallel Single-nucleus RNA Sequencing

Probing an individual cell&#39;s gene expression enables the identification of cell type and cell state. Single-cell RNA sequencing has emerged as a powerful tool for studying transcriptional profiles of cells, particularly in heterogeneous tissues such as the central nervous system. However, dissociation methods required for single cell sequencing can lead to experimental changes in the gene expression and cell death. Furthermore, these methods are generally restricted to fresh tissue, thus limiting studies on archival and bio-bank material. Single nucleus RNA sequencing (snRNA-Seq) is an appealing alternative for transcriptional studies, given that it accurately identifies cell types, permits the study of tissue that is frozen or difficult to dissociate, and reduces dissociation-induced transcription. Here, we present a high-throughput protocol for rapid isolation of nuclei for downstream snRNA-Seq. This method enables isolation of nuclei from fresh or frozen spinal cord samples and can be combined with two massively parallel droplet encapsulation platforms.

Here, we present a protocol to rapidly isolate high-quality nuclei from the fresh or frozen tissue for downstream massively parallel RNA sequencing. We include detergent-mechanical and hypotonic-mechanical tissue disruption and cell lysis options, both of which can be used for isolation of nuclei.

Aislamiento de núcleos de adultos de la médula espinal para secuenciación masivamente paralela solo núcleo ARN

Probing an individual cell&#39;s gene expression enables the identification of cell type and cell state. Single-cell RNA sequencing has emerged as a ...

Analysis of Spliceosomal snRNA Localization in Human Hela Cells Using Microinjection

Biogenesis of spliceosomal snRNAs is a complex process involving both nuclear and cytoplasmic phases and the last step occurs in a nuclear compartment called the Cajal body. However, sequences that direct snRNA localization into this subnuclear structure have not been known until recently. To determine sequences important for accumulation of snRNAs in Cajal bodies, we employed microinjection of fluorescently labelled snRNAs followed by their localization inside cells. First, we prepared snRNA deletion mutants, synthesized DNA templates for in vitro transcription and transcribed snRNAs in the presence of UTP coupled with Alexa488. Labelled snRNAs were mixed with 70 kDa-Dextran conjugated with TRITC, and microinjected to the nucleus or the cytoplasm of human HeLa cells. Cells were incubated for 1 h and fixed and the Cajal body marker coilin was visualized by indirect immunofluorescence, while snRNAs and dextran, which serves as a marker of nuclear or cytoplasmic injection, were observed directly using a fluorescence microscope. This method allows for efficient and rapid testing of how various sequences influence RNA localization inside cells. Here, we show the importance of the Sm-binding sequence for efficient localization of snRNAs into the Cajal body.

Biogenesis of spliceosomal snRNAs is a complex process involving various cellular compartments. Here, we employed microinjection of fluorescently labelled snRNAs in order to monitor their transport inside the cell.

Análisis de la localización de ARNS spliceosomal en células hela humanas con microinyección

Biogenesis of spliceosomal snRNAs is a complex process involving both nuclear and cytoplasmic phases and the last step occurs in a nuclear compartment ...

A Scalable Model to Study the Effects of Blunt-Force Injury in Adult Zebrafish

Blunt-force traumatic brain injuries (TBI) are the most common form of head trauma, which spans a range of severities and results in complex and heterogenous secondary effects. While there is no mechanism to replace or regenerate the lost neurons following a TBI in humans, zebrafish possess the ability to regenerate neurons throughout their body, including the brain. To examine the breadth of pathologies exhibited in zebrafish following a blunt-force TBI and to study the mechanisms underlying the subsequent neuronal regenerative response, we modified the commonly used rodent Marmarou weight drop for the use in adult zebrafish. Our simple blunt-force TBI model is scalable, inducing a mild, moderate, or severe TBI, and recapitulates many of the phenotypes observed following human TBI, such as contact- and post-traumatic seizures, edema, subdural and intracerebral hematomas, and cognitive impairments, each displayed in an injury severity-dependent manner. TBI sequelae, which begin to appear within minutes of the injury, subside and return to near undamaged control levels within 7 days post-injury. The regenerative process begins as early as 48 hours post-injury (hpi), with the peak cell proliferation observed by 60 hpi. Thus, our zebrafish blunt-force TBI model produces characteristic primary and secondary injury TBI pathologies similar to human TBI, which allows for investigating disease onset and progression, along with the mechanisms of neuronal regeneration that is unique to zebrafish.

We modified the Marmarou weight drop model for adult zebrafish to examine a breadth of pathologies following blunt-force traumatic brain injury (TBI) and the mechanisms underlying subsequent neuronal regeneration. This blunt-force TBI model is scalable, induces a mild, moderate, or severe TBI, and recapitulates injury heterogeneity observed in human TBI.