Pedro Julio Collado Vides

Computational Genomics Researcher

Emeritus Professor

Academic history

Julio Collado-Vides obtained a B.Sc. in Basic Biomedical Research (1983), a M.Sc. in Physical Chemistry (1985) and a Ph.D. in Biomedical Research (Biomathematics) (1989) at the National Autonomous University of Mexico (UNAM). Upon graduation he spent three years in the laboratory of Dr. Boris Magasanik in Department of Biology at the Massachusetts Institute of Technology (MIT) with a postdoctoral Fellowship awarded by the Fogarty International Center. In 1992 he was recognized as a Fellow of the John Simon Guggenheim Foundation and became part of the Center of Nitrogen Fixation (CIFN) at the Morelos Campus of UNAM, in Cuernavaca, in a tenure track position.

He is a Professor at UNAM in the area of bioinformatics of regulation of gene expression in bacteria. His work has been recognized in Mexico and abroad. His main contributions include a grammatical model of gene regulation, the computational modeling of regulation of transcription initiation in Escherichia coli, contained in RegulonDB and a review of the basic concepts of transcriptional regulation published in Nature Reviews Genetics (2020). His focus on gene regulation has contributed to generating algorithms to predict operons, applying bioinformatic methods to predict promoters and binding sites, as well as analyzing the regulatory network and its global properties.

He contributed to the annotation of regulation of the complete E.coli genome published in 1997 in Science. He has more than 130 papers in international peer-reviewed (click on “Publications” -above-) journals as well as over 13 chapters in books, which have accumulated more than 15,000 citations (H index 45). Additionally, he is editor of the books “Integrative Approaches to Molecular Biology” eds. Collado-Vides J., Smith T. and Magasanik B. (1996), and “Gene Regulation and Metabolism: Post-Genomic Computational Approaches” eds. Collado-Vides J. and Hofestadt R. (2002), both published by MIT Press.

He is a regular member of the Mexican Academy of Science; he has also been President Founder of the Mexican Society of Genomics (2000), and was recognized with the National University Award in Natural Science Research 2004 and the Scopus Elsevier recognition for his highly cited publications in 2007. His laboratory is responsible for the Bioinformatics Mexican National Node EMBNET and he was appointed Director of the Center for Genomic Sciences from 2005 to 2009.

He has been a member of the Board of Directors of the International Society for Computational Biology, an “ISCB Distinguished Fellow” Class 2015, and received the National Award in Sciences and Arts (2011) the highest recognition by the Mexican government. Since 2018 he is an Adjunct Professor at the Department of Bioengineering at Boston University.

He has been an invited member for program committees of international conferences in his area, and an organizer of various international conferences. He has been a member of the Genomics, Computation and Technology (GCAT) study section of the National Institutes of Health (NIH) of the United States. He has also evaluated grant applications from the National Science Foundation, Human Frontiers, the German Human Genome Project and book proposals to the MIT Press amongst others. He is a member of the International E.coli Alliance since 2002.

Dr. Collado-Vides has been awarded with grants from DOE as co-responsible investigator, and is one of the few researchers in our country with grants awarded by NIH as PI (Principal Investigator). He was awarded with the Robert F. Kennedy Visiting Professorship of the Americas from Harvard University in 2007, and was invited to contribute to the inaugural section on Computational Biology of the Journal of Bacteriology, 2009. He was President founder of the Iberoamerican Society for Bioinformatics in 2009.

Dr. Collado-Vides has mentored several undergraduate and graduate students. Some of his former students and posdocs are now investigators at UNAM, Cuba, Canada, the US, France, Spain and Belgium. He has collaborated in the creation of the Undergraduate Program of Genomics at UNAM, where he participates in overseeing and teaching courses in bioinformatics. He has also coordinated courses addressed to the teachers of the UNAM’s National High school in an attempt to bring genomics to upper middle education. The international workshop of bioinformatics has offered bioinformatics training for more than 700 academics and students in Mexico over the years.



Telephone: (777) 3139877


2023Collado-Vides, Julio. (2023). "Regulatory promoter architectures in the hands of thermodynamic modelling.". NATURE REVIEWS GENETICS. ():-. [doi:10.1038/s41576-023-00578-w]36747003
2022Tierrafría, V.H., Rioualen, C., Salgado, H., Lara, P., Gama-Castro, S., Lally, P., Gómez-Romero, L., Peña-Loredo, P., López-Almazo, A.G., Alarcón-Carranza, G., Betancourt-Figueroa, F., Alquicira-Hernández, S., Polanco-Morelos, J.E., García-Sotelo, J., Gaytan-Nuñez, E., Méndez-Cruz, C.F., Muñiz, L.J., Bonavides-Martínez, C., Moreno-Hagelsieb, G., Galagan, J.E., Wade, J.T., Collado-Vides, J.. (2022). "RegulonDB 11.0: Comprehensive high-throughput datasets on transcriptional regulation in Escherichia coli K-12.". Microbial genomics. 8(5):-. [doi:10.1099/mgen.0.000833]35584008
2022Femerling, G., Gama-Castro, S., Lara, P., Ledezma-Tejeida, D., Tierrafría, V.H., Muñiz-Rascado, L., Bonavides-Martínez, C., Collado-Vides, J.. (2022). "Sensory Systems and Transcriptional Regulation in Escherichia coli .". Frontiers in bioengineering and biotechnology. 10():-. [doi:10.3389/fbioe.2022.823240]35237580
2022Collado-Vides J, Gaudet P, de Lorenzo V. (2022). "Missing Links Between Gene Function and Physiology in Genomics.". FRONT PHYSIOL. 13():815874-815874. [doi:10.3389/fphys.2022.815874]35295568
2021Lithgow-Serrano, O., Gama-Castro, S., Ishida-Gutiérrez, Collado-Vides, J.. (2021). "L-Regulon: A novel “soft-curation” approach supported by a semantic enriched reading for RegulonDB literature". bioRxiv. ():-. [doi:]
2021Keseler, I.M., Gama-Castro, S., Mackie, A., Billington, R., Bonavides-Martínez, C., Caspi, R., Kothari, A., Krummenacker, M., Midford, P.E., Muñiz-Rascado, L., Ong, W.K., Paley, S., Santos-Zavaleta, A., Subhraveti, P., Tierrafría, V.H., Wolfe, A.J., Collado-Vides, J., Paulsen, I.T., Karp, P.D.. (2021). "The EcoCyc Database in 2021.". Frontiers in Microbiology. 12():-. [doi:10.3389/fmicb.2021.711077]34394059
2021Díaz-Rodríguez, M., Lithgow-Serrano, O., Guadarrama-García, F., Tierrafría, V.H., Gama-Castro, S., Solano-Lira, H., Salgado, H., Rinaldi, F., Méndez-Cruz, C.F., Collado-Vides, J.. (2021). "Lisen&Curate: A platform to facilitate gathering textual evidence for curation of regulation of transcription initiation in bacteria.". BIOCHIMICA ET BIOPHYSICA ACTA-GENE REGULATORY MECHANISMS. 1864(11-12):-. [doi:10.1016/j.bbagrm.2021.194753]34461312
2020Mejía-Almonte, C., Busby, S.J.W., Wade, J.T., van Helden, J., Arkin, A.P., Stormo, G.D., Eilbeck, K., Palsson, B.O., Galagan, J.E., Collado-Vides, J.. (2020). "Redefining fundamental concepts of transcription initiation in bacteria". NATURE REVIEWS GENETICS. 21(11):699-714. [doi:10.1038/s41576-020-0254-8]32665585
2020Villaseñor-Altamirano AB, Moretto M, Maldonado M, Zayas-Del Moral A, Munguía-Reyes A, Romero Y, García-Sotelo JS, Aguilar LA, Aldana-Assad O, Engelen K, Selman M, Collado-Vides J, Balderas-Martínez YI, Medina-Rivera A. (2020). "PulmonDB: a curated lung disease gene expression database.". SCIENTIFIC REPORTS. 10(1):514-514. [doi:10.1038/s41598-019-56339-5]31949184
2020Méndez-Cruz, C.F., Blanchet, A., Godínez, A., Arroyo-Fernández, I., Gama-Castro, S., Martínez-Luna, S.B., González-Colín, C., Collado-Vides, J.. (2020). "Knowledge extraction for assisted curation of summaries of bacterial transcription factor properties.". DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION. 2020():-. [doi:10.1093/database/baaa109]33306798
2019Tierrafría, V.H., Mejía-Almonte, C., Camacho-Zaragoza, J.M., Salgado, H., Alquicira, K., Ishida, C., Gama-Castro, S., Collado-Vides, J.. (2019). "MCO: towards an ontology and unified vocabulary for a framework-based annotation of microbial growth conditions.". Bioinformatics. 35(5):856-864. [doi:10.1093/bioinformatics/bty689]30137210
2019Lithgow-Serrano, O., Collado-Vides, J.. (2019). "In the pursuit of semantic similarity for literature on microbial transcriptional regulation". JOURNAL OF INTELLIGENT & FUZZY SYSTEMS. 36(5):4777-4786. [doi:10.3233/JIFS-179026]
2019Santos-Zavaleta, A., Salgado, H., Gama-Castro, S., Sánchez-Pérez, M., Gómez-Romero, L., Ledezma-Tejeida, D., García-Sotelo, J.S., Alquicira-Hernández, K., Muñiz-Rascado, L.J., Peña-Loredo, P., Ishida-Gutiérrez, C., Velázquez-Ramírez, D.A., Del Moral-Chávez, V., Bonavides-Martínez, C., Méndez-Cruz, C.F., Galagan, J., Collado-Vides, J.. (2019). "RegulonDB v 10.5: tackling challenges to unify classic and high throughput knowledge of gene regulation in E. coli K-12". Nucleic Acids Research. 47(D1):212-220. [doi:10.1093/nar/gky1077]30395280
2019Santos-Zavaleta, A., Pérez-Rueda, E., Sánchez-Pérez, M., Velázquez-Ramírez, D.A., Collado-Vides, J.. (2019). "Tracing the phylogenetic history of the Crl regulon through the Bacteria and Archaea genomes.". Bmc Genomics. 20(1):-. [doi:10.1186/s12864-019-5619-z]30991941
2019Rioualen, C., Charbonnier-Khamvongsa, L., Collado-Vides, J., van Helden, J.. (2019). "Integrating Bacterial ChIP-seq and RNA-seq Data With SnakeChunks.". Current Protocols in Bioinformatics. 66(1):-. [doi:10.1002/cpbi.72]30786165
2019Ledezma-Tejeida D, Altamirano-Pacheco L, Fajardo V, Collado-Vides J. (2019). "Limits to a classic paradigm: most transcription factors in E. coli regulate genes involved in multiple biological processes.". Nucleic Acids Research. 47(13):6656-6667. [doi:10.1093/nar/gkz525]31194874
2019Lithgow-Serrano, O., Gama-Castro, S., Ishida-Gutiérrez, C., Mejía-Almonte, C., Tierrafría, V.H., Martínez-Luna, S., Santos-Zavaleta, A., Velázquez-Ramírez, D., Collado-Vides, J.. (2019). "Similarity corpus on microbial transcriptional regulation.". JOURNAL OF BIOMEDICAL SEMANTICS. 10(1):-. [doi:10.1186/s13326-019-0200-x]31118102
2018Santos-Zavaleta, Alberto, Sanchez-Perez, Mishael, Salgado, Heladia, Velazquez-Ramirez, David A., Gama-Castro, Socorro, Tierrafria, Victor H., Busby, Stephen J. W., Aquino, Patricia, Fang, Xin, Palsson, Bernhard O., Galagan, James E., Collado-Vides, Julio. (2018). "A unified resource for transcriptional regulation in Escherichia coli K-12 incorporating high-throughput-generated binding data into RegulonDB version 10.0". BMC BIOLOGY. 16(1):91-91. [doi:10.1186/s12915-018-0555-y]30115066
2018Salgado, H., Martínez-Flores, I., Bustamante, V.H., Alquicira-Hernández, K., García-Sotelo, J.S., García-Alonso, D., Collado-Vides, J.. (2018). "Using RegulonDB, the Escherichia coli K-12 Gene Regulatory Transcriptional Network Database.". Current Protocols in Bioinformatics. 61(1):1321-13230. [doi:10.1002/cpbi.43]30040192
2018Balderas-Martinez, Y. I., Moreno-Quiroga, B., Negreros, M., Ledezma-Tejeida, D., Pardo, A., Collado-Vides, J., Selman, M.. (2018). "Proof of Concept of Eukaryotic Genetic Sensory Response Units in TGF-beta Signaling in Idiopathic Pulmonary Fibrosis". AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE. 197():-.
2018Villasenor-Altamirano, A. B., Balderas-Martinez, Y. I., Moretto, M., Zayas-Del Moral, A., Maldonado, M., Munguia-Reyes, A., Garcia-Sotelo, J. S., Aguilar Bautista, L. A., Ramirez-Navarro, L., Santillan, O., Engelen, K., Selman, M., Medina-Rivera, A., Collado-Vides, J.. (2018). "PulmonDB: A Gene Expression Lung Diseases". AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE. 197():-.
2017Méndez-Cruz CF, Gama-Castro S, Mejía-Almonte C, Castillo-Villalba MP, Muñiz-Rascado LJ, Collado-Vides J. (2017). "First steps in automatic summarization of transcription factor properties for RegulonDB: classification of sentences about structural domains and regulated processes". DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION. 2017():-. [doi:10.1093/database/bax070]29220462
2017Keseler, I.M., Mackie, A., Santos-Zavaleta, A., Billington, R., Bonavides-Martínez, C., Caspi, R., Fulcher, C., Gama-Castro, S., Kothari, A., Krummenacker, M., Latendresse, M., Muñiz-Rascado, L., Ong, Q., Paley, S., Peralta-Gil, M., Subhraveti, P., Velázquez-Ramírez, D.A., Weaver, D., Collado-Vides, J., Paulsen, I., Karp, P.D.. (2017). "The EcoCyc database: reflecting new knowledge about Escherichia coli K-12.". Nucleic Acids Research. 45(D1):543-550. [doi:10.1093/nar/gkw1003]27899573
2017Castillo-Villalba MP, Gomez-Romero, Laura, Collado-Vides, Julio. (2017). "Genetic-metabolic networks can be modeled as toric varities". arXiv. ():-. [doi:arXiv:1708.05384v1]
2017Balderas-Martínez YI, Rinaldi F, Contreras G, Solano-Lira H, Sánchez-Pérez M, Collado-Vides J, Selman M, Pardo A. (2017). "Improving biocuration of microRNAs in diseases: a case study in idiopathic pulmonary fibrosis". DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION. 2017():-. [doi:10.1093/database/bax030]28605770
2017Rinaldi F, Lithgow O, Gama-Castro S, Solano H, Lopez A, Muñiz Rascado LJ, Ishida-Gutiérrez C, Méndez-Cruz CF, Collado-Vides J. (2017). "Strategies towards digital and semi-automated curation in RegulonDB". DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION. 2017(1):-. [doi:10.1093/database/bax012]28365731
2017Pannier L, Merino E, Marchal K, Collado-Vides J. (2017). "Effect of genomic distance on coexpression of coregulated genes in E. coli". Plos One. 12(4):-. [doi:10.1371/journal.pone.0174887]28419102
2017Ledezma-Tejeida D, Ishida C, Collado-Vides J. (2017). "Genome-wide mapping of transcriptional regulation and metabolism describes information-processing units in Escherichia coli". Frontiers in Microbiology. 8(AUG):1466-1466. [doi:10.3389/fmicb.2017.01466]28824593
2016Martínez-Flores I, Pérez-Morales D, Sánchez-Pérez M, Paredes CC, Collado-Vides J, Salgado H, Bustamante VH. (2016). "In Silico clustering of Salmonella global gene expression data reveals novel genes co-regulated with the SPI-1 virulence genes through HilD". SCIENTIFIC REPORTS. 6():37858-37858. [doi:10.1038/srep37858]27886269
2016Moretto, M., Sonego, P., Dierckxsens, N., Brilli, M., Bianco, L., Ledezma-Tejeida, D., Gama-Castro, S., Galardini, M., Romualdi, C., Laukens, K., Collado-Vides, J., Meysman, P., Engelen, K.. (2016). "COLOMBOS v3.0: Leveraging gene expression compendia for cross-species analyses". Nucleic Acids Research. 44(D1):620-623. [doi:10.1093/nar/gkv1251]26586805
2016Gama-Castro, S., Salgado, H., Santos-Zavaleta, A., Ledezma-Tejeida, D., Muñiz-Rascado, L., García-Sotelo, J.S., Alquicira-Hernández, K., Martínez-Flores, I., Pannier, L., Castro-Mondragón, J.A., Medina-Rivera, A., Solano-Lira, H., Bonavides-Martínez, C., Pérez-Rueda, E., Alquicira-Hernández, S., Porrón-Sotelo, L., López-Fuentes, A., Hernández-Koutoucheva, A., Del Moral-Chavez, V., Rinaldi, F., Collado-Vides, J.. (2016). "RegulonDB version 9.0: High-level integration of gene regulation, coexpression, motif clustering and beyond". Nucleic Acids Research. 44(D1):133-143. [doi:10.1093/nar/gkv1156]26527724
2015Alvarez-Vasquez, Fernando J., Freyre-Gonzalez, Julio A., Balderas-Martinez, Yalbi I., Delgado-Carrillo, Monica I., Collado-Vides, Julio. (2015). "Mathematical modeling of the apo and holo transcriptional regulation in Escherichia coli". Molecular Biosystems. 11(4):994-1003. [doi:10.1039/c4mb00561a]25683745
2014Meysman, P., Sonego, P., Bianco, L., Fu, Q., Ledezma, D., Gama, M., Liebens, V., Laukens, K., Marchal, K., Collado, P., Engelen, K.. (2014). "COLOMBOS v2.0: An ever expanding collection of bacterial expression compendia". Nucleic Acids Research. 42(D1):649-653. [doi:10.1093/nar/gkt1086]24214998
2014Meysman, Pieter, Collado-Vides, Julio, Morett, Enrique, Viola, Roberto, Engelen, Kristof, Laukens, Kris. (2014). "Structural properties of prokaryotic promoter regions correlate with functional features". Plos One. 9(2):-. [doi:10.1371/journal.pone.0088717]24516674
2014Gama, M., Rinaldi, F., López, A., Balderas, Y., Clematide, S., Ellendorff, T.R., Santos, A., Marques-Madeira, H., Collado, P.. (2014). "Assisted curation of regulatory interactions and growth conditions of OxyR in E. Colik-12". DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION. 2014():-. [doi:10.1093/database/bau049]24903516
2014Martinez, L.C., Martínez, I., Salgado, H., Fernández-Mora, M., Medina, A., Puente, J.L., Collado, P., Bustamante, V.H.. (2014). "In Silico identification and experimental characterization of regulatory elements controlling the expression of the Salmonella csrB and csrC genes". Journal Of Bacteriology. 196(2):325-336. [doi:10.1128/JB.00806-13]24187088
2013Keseler, I.M., Mackie, A., Peralta, M., Santos, A., Gama, M., Bonavides, C., Fulcher, C., Huerta, A., Kothari, A., Krummenacker, M., Latendresse, M., Muñíz, L., Ong, Q., Paley, S., Schroder, I., Shearer, A.G., Subhraveti, P., Travers, M., Weerasinghe, D., Weiss, V., Collado, P., Gunsalus, R.P., Paulsen, I., Karp, P.D.. (2013). "EcoCyc: Fusing model organism databases with systems biology". Nucleic Acids Research. 41(D1):605-612. [doi:10.1093/nar/gks1027]23143106
2013Salgado, H., Peralta, M., Gama, M., Santos, A., Muñíz, L., Garcia, J., Weiss, V., Solano, H., Martínez, I., Medina, A., Salgado, G., Alquicira, S., Alquicira, K., López, A., Porrón, L., Huerta, A., Bonavides, C., Balderas, Y., Pannier, L., Olvera, M., Labastida, A., Jiménez-Jacinto, V., Vega-Alvarado, L., del Moral, V., Hernández, A., Morett, E., Collado, P.. (2013). "RegulonDB v8.0: Omics data sets, evolutionary conservation, regulatory phrases, cross-validated gold standards and more". Nucleic Acids Research. 41(D1):203-213. [doi:10.1093/nar/gks1201]23203884
2013Balderas, Y., Savageau, M., Salgado, H., Pérez-Rueda, E, Morett, E., Collado, P.. (2013). "Transcription Factors in Escherichia coli Prefer the holo Conformation". Plos One. 8(6):-. [doi:10.1371/journal.pone.0065723]23776535
2013Weiss, V., Medina-Rivera, A, Huerta, AM, Santos-Zavaleta, A, Salgado, H, Morett, E., Collado-Vides, J. (2013). "Evidence classification of high-throughput protocols and confidence integration in RegulonDB". DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION. 2013():-. [doi:10.1093/database/bas059]23327937
2012Pauling, J., Rottger, R., Neuner, A., Salgado, H., Collado, P., Kalaghatgi, P., Azevedo, V., Tauch, A., Puhlerg, A., Baumbach, J.. (2012). "On the trail of EHEC/EAEC - Unraveling the gene regulatory networks of human pathogenic Escherichia coli bacteria". Integrative Biology. 4(7):728-733. [doi:10.1039/c2ib00132b]22318347
2012Salgado, H., Martínez, I., López, A., Garcia, J., Porrón, L., Muñíz, L., Collado, P.. (2012). "Extracting regulatory networks of Escherichia coli from RegulonDB". Methods in Molecular Biology. 804():179-195. [doi:10.1007/978-1-61779-361-5_10]22144154
2011Salgado Osorio, Heladia, Martínez Flores, Irma, López Fuentes, Alejandra Cristina, Garcia Sotelo, Jair Santiago, Porrón Sotelo, Liliana, Muñíz Rascado, Luis José, Collado Vides, Pedro Julio. (2011). "Extracting regulatory networks of/Escherichia coli/from RegulonDB". Bacterial Molecular Networks: Methods and Protocols. ():-.
2011Keseler, I.M., Collado, P., Santos, A., Peralta, M., Gama, M., Muñíz, L., Bonavides, C., Paley, S., Krummenacker, M., Altman, T., Spaulding, A., Spaulding, A., Pacheco, J., Latendresse, M., Fulcher, C., Sarker, M., Shearer, A.G., Mackie, A., Paulsen, I., Gunsalus, R.P., Karp, P.D.. (2011). "EcoCyc: A comprehensive database of Escherichia coli biology". Nucleic Acids Research. 39(SUPPL. 1):583-590. [doi:10.1093/nar/gkq1143]21097882
2011Gama, M., Salgado, H., Peralta, M., Santos, A., Muñíz, L., Solano, H., Jimenez-Jacinto, V., Weiss, V., Garcia, J., López, A., Porrón, L., Alquicira, S., Medina, A., Martínez, I., Alquicira, K., Martínez, R., Bonavides, C., Miranda-Ríos, J., Huerta, A., Mendoza-Vargas, A., Collado, L., Taboada, B., Vega-Alvarado, L., Olvera, M., Olvera, L., Grande, R., Morett, E., Collado, P.. (2011). "RegulonDB version 7.0: Transcriptional regulation of Escherichia coli K-12 integrated within genetic sensory response units (Gensor Units)". Nucleic Acids Research. 39(SUPPL. 1):98-105. [doi:10.1093/nar/gkq1110]21051347
2011Medina, A., Abreu-Goodger, C., Thomas-Chollier, M., Salgado, H., Collado, P., Van Helden, J.. (2011). "Theoretical and empirical quality assessment of transcription factor-binding motifs". Nucleic Acids Research. 39(3):808-824. [doi:10.1093/nar/gkq710]20923783
2010Salgado Osorio, Heladia, López Fuentes, Alejandra Cristina, Martínez Flores, Irma, Garcia Sotelo, Jair Santiago, Porrón Sotelo, Liliana, Solano Lira, Hilda, Muñíz Rascado, Luis José, Collado Vides, Pedro Julio. (2010). "Extracting regulatory networks of Escherichia coli from RegulonDB". Bacterial Molecular Networks: Methods and Protocols. ():-.
2010Demir, E., Cary, M.P., Paley, S., Fukuda, K., Lemer, C., Vastrik, I., Wu, G.N., D Eustachio, P., Schaefer, C., Luciano, J., Schacherer, F., Martínez, I., Hu, Z.J., Jiménez-Jacinto, V., Joshi-Tope, G., Kandasamy, K., López-Fuentes, A.C., Mi, H.Y., Pichler, E., Rodchenkov, I., Splendiani, A., Tkachev, S., Zucker, J., Gopinath, G., Rajasimha, H., Ramakrishnan, R., Shah, I., Syed, M., Anwar, N., Babur, O., Blinov, M., Brauner, E., Corwin, D., Donaldson, S., Gibbons, F., Goldberg, R., Hornbeck, P., Luna, A., Murray-Rust, P., Neumann, E., Reubenacker, O., Samwald, M., van Iersel, M., Wimalaratne, S., Allen, K., Braun, B., Whirl-Carrillo, M., Cheung, K.H., Dahlquist, K., Finney, A., Gillespie, M., Glass, E., Gong, L., Haw, R., Honig, M., Hubaut, O., Kane, D., Krupa, S., Kutmon, M., Leonard, J., Marks, D., Merberg, D., Petri, V., Pico, A., Ravenscroft, D., Ren L.Y., Shah, N., Sunshine, M., Tang, R., Whaley, R., Letovksy, S., Buetow, K.H., Rzhetsky, A., Schachter, V., Sobral, B., Dogrusoz, U., McWeeney, S., Aladjem, M., Birney, E., Collado, P., Goto, S., Hucka, M., Le Novere, N., Maltsev, N., Pandey, A., Thomas, P., Wingender, E., Karp, P.D., Sander, C., Bader, G.D.. (2010). "The BioPAX community standard for pathway data sharing". Nature Biotechnology. 28(9):935-942. [doi:10.1038/nbt.1666]20829833
2010Martínez Flores, Irma, Jiménez-Jacinto, V., López Fuentes, Alejandra Cristina, Collado Vides, Pedro Julio. (2010). "Expanding BioPAX format by integrating Gene Regulation". EMBnet.journal. 16():39-43.
2009Martinez-Antonio, Agustino, Medina-Rivera, Alejandra, Collado-Vides, Julio. (2009). "Structural and functional map of a bacterial nucleoid". Genome Biology. 10(12):247-247. [doi:10.1186/gb-2009-10-12-247]19995411
2009Lozada-Chvez, Irma, Contreras-Moreira, Bruno, Collado-Vides, Julio. (2009). "Evolution of Bacterial Regulatory Networks:"The Role of DNA-Binding Specificity"". Origins Of Life And Evolution Of Biospheres. 39(3-4):280-281.
2009Gonzalez Perez, Abel, Espinosa Angarica, Vladimir, Collado-Vides, Julio, Ribeiro Vasconcelos, Ana Tereza. (2009). "From sequence to dynamics: The effects of transcription factor and polymerase concentration changes on activated and repressed promoters". Bmc Molecular Biology. 10():92-92. [doi:10.1186/1471-2199-10-92]19772633
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2009Mendoza-Vargas, Alfredo, Olvera, Leticia, Olvera, Maricela, Grande, Ricardo, Vega-Alvarado, Leticia, Taboada, Blanca, Jimenez-Jacinto, Veronica, Salgado, Heladia, Juarez, Katy, Contreras-Moreira, Bruno, Huerta, Araceli M., Collado-Vides, Julio, Morett, Enrique. (2009). "Genome-wide identification of transcription start sites, promoters and transcription factor binding sites in E. coli". Plos One. 4(10):-. [doi:10.1371/journal.pone.0007526]19838305
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2008Lozada-Chavez, Irma, Angarica, Vladimir Espinosa, Collado-Vides, Julio, Contreras-Moreira, Bruno. (2008). "The Role of DNA-binding Specificity in the Evolution of Bacterial Regulatory Networks". Journal Of Molecular Biology. 379(3):627-643. [doi:10.1016/j.jmb.2008.04.008]18466918
2008Janga, Sarath Chandra, Collado-Vides, Julio, Babu, M. Madan. (2008). "Transcriptional regulation constrains the organization of genes on eukaryotic chromosomes". PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA. 105(41):15761-15766. [doi:10.1073/pnas.0806317105]18840678
2008Perez, A.D.G., Gonzalez, E.G., Angarica, V.E., Vasconcelos, A.T.R., Collado, P.. (2008). "Impact of Transcription Units rearrangement on the evolution of the regulatory network of gamma-proteobacteria". Bmc Genomics. 9():128-128. [doi:10.1186/1471-2164-9-128]18366643
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2008Gama, M., Jiménez, V., Peralta, M., Santos, A., Peñaloza, M., Contreras, B., Segura, J., Muñíz, L., Martínez, I., Salgado, H., Bonavides, C., Abreu, C., Rodríguez, C., Miranda-Ríos, J., Morett, J., Merino, E., Huerta, A., Treviño, L., Collado, P.. (2008). "RegulonDB (version 6.0): Gene regulation model of Escherichia coli K-12 beyond transcription, active (experimental) annotated promoters and Textpresso navigation". Nucleic Acids Research. 36(SUPPL. 1):120-124. [doi:10.1093/nar/gkm994]18158297
2007Perez, A.G., Angarica, V.E., Vasconcelos, A.T.R., Collado, P.. (2007). "Tractor_DB (version 2.0): A database of regulatory interactions in gamma-proteobacterial genomes". Nucleic Acids Research. 35(SUPPL. 1):132-136. [doi:10.1093/nar/gkl800]17088283
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2007Janga, S., Salgado, H., Collado, P., Martínez, A.. (2007). "Internal Versus External Effector and Transcription Factor Gene Pairs Differ in Their Relative Chromosomal Position in Escherichia coli". Journal Of Molecular Biology. 368(1):263-272. [doi:10.1016/j.jmb.2007.01.019]17321548
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2007Karp, P.D., Keseler, I.M., Shearer, A., Latendresse, M., Krummenacker, M., Paley, S.M., Paulsen, I., Collado, P., Gama, M., Peralta, M., Santos, A., Peñaloza, M., Bonavides, C., Ingraham, J.. (2007). "Multidimensional annotation of the Escherichia coli K-12 genome". Nucleic Acids Research. 35(22):7577-7590. [doi:10.1093/nar/gkm740]17940092
2007Gutierrez-Rios, R.M., Freyre, J., Resendis, O., Collado, P., Saier, M., Gosset, G.. (2007). "Identification of regulatory network topological units coordinating the genome-wide transcriptional response to glucose in Escherichia coli". Bmc Microbiology. 7():53-53. [doi:10.1186/1471-2180-7-53]17559662
2007Rodríguez, C., Salgado, H., Martínez, I., Collado, P.. (2007). "Automatic reconstruction of a bacterial regulatory network using Natural Language Processing". Bmc Bioinformatics. 8():293-293. [doi:10.1186/1471-2105-8-293]17683642
2007Palacios, Rafael, Collado-Vides, Julio. (2007). "Development of genomic sciences in Mexico: A good start and a long way to go". Plos Computational Biology. 3(9):1670-1673. [doi:10.1371/journal.pcbi.0030143]17907791
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2007Resendis, O., Reed, J.L., Encarnación, S., Collado, P., Palsson, B.O.. (2007). "Metabolic reconstruction and modeling of nitrogen fixation in Rhizobium etli". Plos Computational Biology. 3(10):1887-1895. [doi:10.1371/journal.pcbi.0030192]17922569
2007Janga, S., Salgado, H., Martínez, A., Collado, P.. (2007). "Coordination logic of the sensing machinery in the transcriptional regulatory network of Escherichia coli". Nucleic Acids Research. 35(20):6963-6972. [doi:10.1093/nar/gkm743]17933780
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2006Martínez, A., Janga, S., Salgado, H., Collado, P.. (2006). "Internal-sensing machinery directs the activity of the regulatory network in Escherichia coli". TRENDS IN MICROBIOLOGY. 14(1):22-27. [doi:10.1016/j.tim.2005.11.002]16311037
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2006Lozada-Chavez, Irma, Janga, Sarath Chandra, Collado-Vides, Julio. (2006). "Bacterial regulatory networks are extremely flexible in evolution". Nucleic Acids Research. 34(12):3434-3445. [doi:10.1093/nar/gkl423]16840530
2006Huerta, A., Francino, M.P., Morett, J., Collado, P.. (2006). "Selection for unequal densities of s70promoter-like signals in different regions of large bacterial genomes". Plos Genetics. 2(11):1740-1750. [doi:10.1371/journal.pgen.0020185]17096598
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2006Contreras, B., Collado, P.. (2006). "Comparative footprinting of DNA-binding proteins". Bioinformatics. 22(14):74-80. [doi:10.1093/bioinformatics/btl215]16873524
2006Huerta, A., Collado, P., Francino, M.P.. (2006). "Positional conservation of clusters of overlapping promoter-like sequences in enterobacterial genomes". MOLECULAR BIOLOGY AND EVOLUTION. 23(5):997-1010. [doi:10.1093/molbev/msk004]16547149
2006González, V., Santamaria, R., Bustos, V., Hernández, I., Medrano, L., Moreno, G., Janga, S., Ramírez, M., Jiménez, V., Collado, P., Dávila, J.. (2006). "The partitioned Rhizobium etli genome: Genetic and metabolic redundancy in seven interacting replicons". PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA. 103(10):3834-3839. [doi:10.1073/pnas.0508502103]16505379
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2005Ibarra-Junquera, V, Torres, LA, Rosu, HC, Arguello, G, Collado-Vides, J. (2005). "Nonlinear software sensor for monitoring genetic regulation processes with noise and modeling errors". PHYSICAL REVIEW E. 72(1):11919-11919. [doi:10.1103/PhysRevE.72.011919]16090013
2005Medrano-Soto, A, Christen, JA, Collado-Vides, J. (2005). "BClass: A Bayesian approach based on mixture models for clustering and classification of heterogeneous biological data". JOURNAL OF STATISTICAL SOFTWARE. 13(2):1-18. [doi:10.18637/jss.v013.i02]
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2005Keseler, I.M., Collado, P., Gama, M., Ingraham, J., Paley, S., Paulsen, I.T., Peralta, M., Karp, P.D.. (2005). "EcoCyc: A comprehensive database resource for Escherichia coli". Nucleic Acids Research. 33(DATABASE ISS.):334-337. [doi:10.1093/nar/gki108]15608210
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2004Perez-Rueda, E., Collado, P., Segovia, L.. (2004). "Phylogenetic distribution of DNA-binding transcription factors in bacteria and archaea". COMPUTATIONAL BIOLOGY AND CHEMISTRY. 28(5-6):341-350. [doi:10.1016/j.compbiolchem.2004.09.004]15556475
2004Resendis-Antonio, O, Collado-Vides, J. (2004). "The growth of random networks as a diffusion process". PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS. 342(3-4):551-560. [doi:10.1016/j.physa.2004.05.037]
2004Medrano, L., Moreno, G., Vinuesa, P., Christen, J.A., Collado, P.. (2004). "Successful lateral transfer requires codon usage compatibility between foreign genes and recipient genomes". MOLECULAR BIOLOGY AND EVOLUTION. 21(10):1884-1894. [doi:10.1093/molbev/msh202]15240837
2004Salgado, H., Gama, M., Martínez, A., Díaz, E., Sánchez, E., Peralta, M., García, D., Jiménez, V., Santos, A., Bonavides, C., Collado, P.. (2004). "RegulonDB (version 4.0): Transcriptional regulation, operon organization and growth conditions in Escherichia coli K-12". Nucleic Acids Research. 32(DATABASE ISS.):303-306. [doi:10.1093/nar/gkh140]14681419
2004Oviedo, N.A., Salgado, H., Collado, P., Guarneros, G.. (2004). "Distribution of minigenes in the bacteriophage lambda chromosome". Gene. 329(1-2):115-124. [doi:10.1016/j.gene.2003.12.031]15033534
2003Collado Vides, Pedro Julio, Medrano Soto, Luis Arturo, Tusié-Luna, M.T.. (2003). "With the finished human genome in hand, what next?". Genome Biology. 4(7):328-328. [doi:10.1186/gb-2003-4-7-328]12844356
2003Gutiérrez, R., Rosenblueth, D.A., Loza, J., Huerta, A., Glasner, J.D., Blattner, F.R., Collado, P.. (2003). "Regulatory network of Escherichia coli: Consistency between literature knowledge and microarray profiles". GENOME RESEARCH. 13(11):2435-2443. [doi:10.1101/gr.1387003]14597655
2003Martinez-Antonio, A, Collado-Vides, J. (2003). "Identifying global regulators in transcriptional regulatory networks in bacteria". Current Opinion In Microbiology. 6(5):482-489. [doi:10.1016/j.mib.2003.09.002]14572541
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2003Jauregui, R, Abreu-Goodger, C, Moreno-Hagelsieb, G, Collado-Vides, J, Merino, E. (2003). "Conservation of DNA curvature signals in regulatory regions of prokaryotic genes". Nucleic Acids Research. 31(23):6770-6777. [doi:10.1093/nar/gkg882]14627810
2003Huerta, AM, Collado-Vides, J. (2003). "Sigma70 promoters in Escherichia coli: Specific transcription in dense regions of overlapping promoter-like signals". Journal Of Molecular Biology. 333(2):261-278. [doi:10.1016/j.jmb.2003.07.017]14529615
2003Perret, X., Kobayashi, H., Collado Vides, Pedro Julio. (2003). "Regulation of expression of symbiotic genes in Rhizobium sp. NGR234". INDIAN JOURNAL OF EXPERIMENTAL BIOLOGY. 41(10):1101-1113. 15242276
2003González, V., Bustos, V., Ramírez, M., Medrano, L., Salgado, H., Hernández, I., Hernández, J., Quintero, V., Moreno, G., Girard, M., Rodríguez, O., Flores, M., Cevallos, M., Collado, P., Romero, D., Dávila, J.. (2003). "The mosaic structure of the symbiotic plasmid of Rhizobium etli CFN42 and its relation to other symbiotic genome compartments.". Genome Biology. 4(6):-. [doi:10.1186/gb-2003-4-6-r36]12801410
2002Degrave, W.M., Vargas, R., Alvarez, F., Collado Vides, Pedro Julio, Nunez, L., Ramirez, J.L., Grau, O.. (2002). "Towards a bioinformatics network for Latin America and the Caribbean (LACBioNet).". Applied Bioinformatics. 1(1):53-56. 15130857
2002Huerta, AM, Glasner, JD, Gutierrez-Rios, RM, Blattner, FR, Collado-Vides, J. (2002). "GETools: gene expression tool for analysis of transcriptome experiments in E. coli". TRENDS IN GENETICS. 18(4):217-218. [doi:10.1016/S0168-9525(01)02620-8]
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2002de Daruvar, A, Collado-Vides, J, Valencia, A. (2002). "Analysis of the cellular functions of Escherichia coli operons and their conservation in Bacillus Subtilis". Journal Of Molecular Evolution. 55(2):211-221. [doi:10.1007/s00239-002-2317-1]12107597
2002Collado-Vides, J, Moreno-Hagelsieb, G, Medrano-Soto, A. (2002). "Microbial computational genomics of gene regulation". PURE AND APPLIED CHEMISTRY. 74(6):899-905. [doi:10.1351/pac200274060899]
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2002Moreno Hagelsieb, Gabriel, Collado Vides, Pedro Julio. (2002). "Operon conservation from the point of view of Escherichia coli, and inference of functional interdependence of gene products from genome context". In Silico Biology: Journal of Biological Systems Modeling and Multi-Scale Simulation. 2(2):87-95. 12066843
2002Karp, PD, Riley, M, Saier, M, Paulsen, IT, Collado-Vides, J, Paley, SM, Pellegrini-Toole, A, Bonavides, C, Gama-Castro, S. (2002). "The EcoCyc database". Nucleic Acids Research. 30(1):56-58. [doi:10.1093/nar/30.1.56]11752253
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2001Tan, K., Moreno, G., Collado, P., Stormo, G.D.. (2001). "A comparative genomics approach to prediction of new members of regulons". GENOME RESEARCH. 11(4):566-584. [doi:10.1101/gr.149301]11282972
2001Moreno-Hagelsieb, G, Trevino, V, Pérez-Rueda, E, Smith, TF, Collado-Vides, J. (2001). "Transcription unit conservation in the three domains of life: A perspective from Escherichia coli". TRENDS IN GENETICS. 17(4):175-177. [doi:10.1016/S0168-9525(01)02241-7]11275307
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2001Ramirez-Santos, J, Collado-Vides, J, Garcia-Varela, M, Gomez-Eichelmann, MC. (2001). "Conserved regulatory elements of the promoter sequence of the gene rpoH of enteric bacteria". Nucleic Acids Research. 29(2):380-386. [doi:10.1093/nar/29.2.380]11139607
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2000Strainic, MG, Sullivan, JJ, Collado-Vides, J, deHaseth, PL. (2000). "Promoter interference in a bacteriophage lambda control region: Effects of a range of interpromoter distances". Journal Of Bacteriology. 182(1):216-220. [doi:10.1128/JB.182.1.216-220.2000]10613884
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1999Salgado, H, Santos, A, Garza-Ramos, U, van Helden, J, Diaz, E, Collado-Vides, J. (1999). "RegulonDB (version 2.0): A database on transcriptional regulation in Escherichia coli". Nucleic Acids Research. 27(1):59-60. [doi:10.1093/nar/27.1.59]9847141
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1998Thieffry, D, Salgado, H, Huerta, AM, Collado-Vides, J. (1998). "Prediction of transcriptional regulatory sites in the complete genome sequence of Escherichia coli K-12". Bioinformatics. 14(5):391-400. [doi:10.1093/bioinformatics/14.5.391]9682052
1998Collado-Vides, J, Gutierrez-Rios, RM, Bel-Enguix, G. (1998). "Networks of transcriptional regulation encoded in a grammatical model". Biosystems. 47(1-2):103-118. [doi:10.1016/S0303-2647(98)00016-1]9715754
1998Huerta, AM, Salgado, H, Thieffry, D, Collado-Vides, J. (1998). "RegulonDB: A database on transcriptional regulation in Escherichia coli". Nucleic Acids Research. 26(1):55-59. [doi:10.1093/nar/26.1.55]9399800
1998van Helden, J., Andre, B., Collado, P.. (1998). "Extracting regulatory sites from the upstream region of yeast genes by computational analysis of oligonucleotide frequencies". Journal Of Molecular Biology. 281(5):827-842. [doi:10.1006/jmbi.1998.1947]9719638
1998Pérez, E., Gralla, J.D., Collado, P.. (1998). "Genomic position analyses and the transcription machinery". Journal Of Molecular Biology. 275(2):165-170. [doi:10.1006/jmbi.1997.1465]9466899
1998Thieffry, D., Huerta, A., Pérez, E., Collado, P.. (1998). "From specific gene regulation to genomic networks: A global analysis of transcriptional regulation in Escherichia coli". Bioessays. 20(5):433-440. <a target="_blank" href=";2-2">[doi:10.1002/(SICI)1521-1878(199805)20:53.0.CO;2-2]9670816
1997Thieffry Jacot-Descombes, Denis Louis, Rosenblueth, D.A., Huerta Moreno, Araceli, Salgado Osorio, Heladia, Collado Vides, Pedro Julio. (1997). "Definite-clause grammars for the analysis of CIS-regulatory regions in E. coli.". Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing. ():441-452. 9390313
1997Collado-Vides, J, Huerta, AM, Klose, K. (1997). "Three models of gene regulation in E. coli". LECTURE NOTES IN COMPUTER SCIENCE. 1278():72-78.
1997Blattner, FR, Plunkett, G, Bloch, CA, Perna, NT, Burland, V, Riley, M, ColladoVides, J, Glasner, JD, Rode, CK, Mayhew, GF, Gregor, J, Davis, NW, Kirkpatrick, HA, Goeden, MA, Rose, DJ, Mau, B, Shao, Y. (1997). "The complete genome sequence of Escherichia coli K-12". Science. 277(5331):1453-1462. [doi:10.1126/science.277.5331.1453]9278503
1996ColladoVides, J. (1996). "Towards a unified grammatical model of s70 and s54 bacterial promoters". Biochimie. 78(5):351-363. [doi:10.1016/0300-9084(96)84767-5]8905154
1996Hofestadt, R., Mavrovouniotis, M., Collado, P., Loffler, M.. (1996). "Modeling and simulation of metabolic pathways, gene regulation and cell differentiation. International Conference and Research Center for Computer Science, Schloss Dagstuhl, Saarland, Germany, 22-27 October, 1995". Bioessays. 18(4):333-335. [doi:10.1002/bies.950180412]8967902
1996Rosenblueth, DA, Thieffry, D, Huerta, AM, Salgado, H, ColladoVides, J. (1996). "Syntactic recognition of regulatory regions in Escherichia coli". COMPUTER APPLICATIONS IN THE BIOSCIENCES. 12(5):415-422. [doi:10.1093/bioinformatics/12.5.415]8996790
1993COLLADOVIDES, J. (1993). "A linguistic representation of the regulation of transcription initiation. II. Distinctive features of sigma 70 promoters and their regulatory binding sites". Biosystems. 29(2-3):105-128. [doi:10.1016/0303-2647(93)90087-S]8374063
1993Collado, P.. (1993). "The elements for a classification of units of genetic information with a combinatorial component". JOURNAL OF THEORETICAL BIOLOGY. 163(4):527-548. [doi:10.1006/jtbi.1993.1136]8246512
1993COLLADOVIDES, J. (1993). "A linguistic representation of the regulation of transcription initiation. I. An ordered array of complex symbols with distinctive features". Biosystems. 29(2-3):87-104. [doi:10.1016/0303-2647(93)90086-R]8374070
1992COLLADOVIDES, J. (1992). "Grammatical model of the regulation of gene expression". PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA. 89(20):9405-9409. [doi:10.1073/pnas.89.20.9405]1409648
1991COLLADOVIDES, J, MAGASANIK, B, GRALLA, JD. (1991). "Control site location and transcriptional regulation in Escherichia coli". MICROBIOLOGICAL REVIEWS. 55(3):371-394. [doi:10.1128/MMBR.55.3.371-394.1991]1943993
1991COLLADOVIDES, J. (1991). "The search for a grammatical theory of gene regulation is formally justified by showing the inadequacy of context-free grammars". COMPUTER APPLICATIONS IN THE BIOSCIENCES. 7(3):321-326. [doi:10.1093/bioinformatics/7.3.321]1913213
1991COLLADOVIDES, J. (1991). "A syntactic representation of units of genetic information-A syntax of units of genetic information". JOURNAL OF THEORETICAL BIOLOGY. 148(3):401-429. [doi:10.1016/S0022-5193(05)80245-0]2016901
1989COLLADOVIDES, J. (1989). "A transformational-grammar approach to the study of the regulation of gene expression". JOURNAL OF THEORETICAL BIOLOGY. 136(4):403-425. [doi:10.1016/S0022-5193(89)80156-0]2811400