{"id":162967,"date":"2024-04-22T15:55:24","date_gmt":"2024-04-22T21:55:24","guid":{"rendered":"https:\/\/tecscience.tec.mx\/es\/?p=162967"},"modified":"2025-06-03T22:53:18","modified_gmt":"2025-06-04T04:53:18","slug":"bioinformatica","status":"publish","type":"post","link":"https:\/\/tecscience.tec.mx\/es\/biotecnologia\/bioinformatica\/","title":{"rendered":"Bioinform\u00e1tica: el an\u00e1lisis de datos al servicio de la biolog\u00eda\u00a0"},"content":{"rendered":"\n<p>La bioinform\u00e1tica se apoya en la programaci\u00f3n y la ciencia de datos para estudiar a fondo la biolog\u00eda de las especies. Su aplicaci\u00f3n es extensa: desde <strong>entender el comportamiento de enfermedades como tumores,<\/strong> hasta crear redes neuronales artificiales.<\/p>\n\n\n\n<p>La disciplina busca <strong>combinar la biolog\u00eda con la programaci\u00f3n<\/strong>, de acuerdo con <a href=\"https:\/\/www.linkedin.com\/in\/silvia-hinojosa-48689990\/?originalSubdomain=mx\" target=\"_blank\" rel=\"noreferrer noopener\">Silvia Hinojosa,<\/a> especialista en bioinform\u00e1tica del <a href=\"\/es\/tag\/core-lab-genomics\/\" target=\"_blank\" rel=\"noreferrer noopener\">Core Lab Genomics del Tec<\/a> de Monterrey.<\/p>\n\n\n\n<p>\u201cSe trata de encontrar soluciones a problemas biol\u00f3gicos utilizando bases de datos gigantes y software para analizar esta informaci\u00f3n\u201d, explica.<\/p>\n\n\n\n<p>Hinojosa, por ejemplo, se dedica principalmente a la conservaci\u00f3n de las especies con t\u00e9cnicas de gen\u00f3mica que le permiten ubicar y registrar qu\u00e9 ejemplares existen en determinados h\u00e1bitats.<\/p>\n\n\n\n<p>\u201cTenemos un proyecto en el que monitoreamos a las especies con ADN. Del suelo podemos tomar una muestra y de ah\u00ed sacar <strong>el ADN de todas las especies que en ese momento han pasado<\/strong>\u201d, cuenta.<\/p>\n\n\n\n<p>Sin ayuda de la bioinform\u00e1tica ser\u00eda muy complicado <a href=\"\/es\/biotecnologia\/microbiota-animales-peligro-extincion\/\" target=\"_blank\" rel=\"noreferrer noopener\">registrar a los animales<\/a> pues habr\u00eda que esperar a que aparezcan frente a ti o a una c\u00e1mara previamente instalada. De esta forma pueden rastrear el comportamiento de <strong>los jaguares en Nuevo Le\u00f3n<\/strong>, por ejemplo.<\/p>\n\n\n\n<p>Otro proyecto estudiado por Core Lab Genomics es comprender por qu\u00e9 algunos tumores en la pituitaria desaparecen y otros regresan con mayor agresividad que el anterior.<\/p>\n\n\n\n<p>La bioinform\u00e1tica tambi\u00e9n ha contribuido<strong> a la creaci\u00f3n de <a class=\"wpil_keyword_link\" href=\"https:\/\/tecscience.tec.mx\/es\/tecnologia\/redes-neuronales\/\"   title=\"Redes neuronales artificiales o c\u00f3mo emular el razonamiento\" data-wpil-keyword-link=\"linked\"  data-wpil-monitor-id=\"170\">redes neuronales<\/a> artificiales,<\/strong> las cuales son un campo muy utilizado en la Inteligencia artificial.<\/p>\n\n\n\n<p>\u201cEl cerebro est\u00e1 compuesto por neuronas, ese es el sistema biol\u00f3gico. Y esto lo llevamos a la computadora: <strong>las redes neuronales artificiales son una simulaci\u00f3n de c\u00f3mo nosotros podemos razonar <\/strong>y crear inteligencia\u201d, explica <a href=\"https:\/\/www.linkedin.com\/in\/vsosahdz\/?originalSubdomain=mx\" target=\"_blank\" rel=\"noreferrer noopener\">V\u00edctor Sosa<\/a>, experto del grupo de <a href=\"\/es\/tag\/inteligencia-artificial\/\" target=\"_blank\" rel=\"noreferrer noopener\">Inteligencia Artificial<\/a> Aplicada del Tec.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"#Short | Silvia Hinojosa explica qu\u00e9 consigue la #bioinform\u00e1tica  #tecscience  #tecdemonterrey\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube.com\/embed\/Bl2jLDTttg8?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-margaret-dayhoff-precursora-en-la-disciplina\">Margaret Dayhoff, precursora en la disciplina <\/h2>\n\n\n\n<p>Sin embargo, los or\u00edgenes de la disciplina son anteriores a las computadoras y a la secuenciaci\u00f3n del ADN. De acuerdo con un <a href=\"https:\/\/academic.oup.com\/bib\/article\/20\/6\/1981\/5066445\" target=\"_blank\" rel=\"noreferrer noopener\">art\u00edculo<\/a> publicado en la <em>Briefings in Bioinformatics<\/em> de Oxford, <strong>la bioinform\u00e1tica se remonta a m\u00e1s de cincuenta a\u00f1os.<\/strong><\/p>\n\n\n\n<p>\u201cA finales de los a\u00f1os 50, (\u2026), se public\u00f3 la primera secuencia (esto es, la disposici\u00f3n de las cadenas de amino\u00e1cidos) de una prote\u00edna, la insulina. (\u2026)Adem\u00e1s, <strong>impuls\u00f3 el desarrollo de m\u00e9todos m\u00e1s eficaces para obtener secuencias de prote\u00ednas.<\/strong> (\u2026) en los 10 a\u00f1os siguientes se secuenciaron m\u00e1s de 15 familias de prote\u00ednas diferentes\u201d, dice la investigaci\u00f3n.<\/p>\n\n\n\n<p>Tambi\u00e9n plantea que <strong>el t\u00edtulo de la primera bioinform\u00e1tica de la historia es una mujer estadounidense:<\/strong> Margaret Dayhoff, quien aplic\u00f3 m\u00e9todos computacionales en el campo de la bioqu\u00edmica.<\/p>\n\n\n\n<p>En la d\u00e9cada de los a\u00f1os sesenta, Dayhoff trabaj\u00f3 para desarrollar COMPROTEIN, un programa en la primera computadora comercial de transistores, la IBM 7090, marcando as\u00ed <strong>el inicio de la bioinform\u00e1tica moderna.<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Secuenciar prote\u00ednas, conservar especies y estudiar el comportamiento de tumores, son algunas aplicaciones de esta disciplina.<\/p>\n","protected":false},"author":24,"featured_media":162988,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_eb_attr":"","footnotes":""},"categories":[97],"tags":[944,244],"class_list":["post-162967","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-biotecnologia","tag-biotecnologia","tag-inteligencia-artificial"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.0 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>\u00bfQu\u00e9 estudia la bioinform\u00e1tica y c\u00f3mo se aplica? 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