{"id":34,"date":"2025-07-13T22:17:55","date_gmt":"2025-07-13T22:17:55","guid":{"rendered":"https:\/\/cupod.in\/?p=34"},"modified":"2025-07-19T05:34:43","modified_gmt":"2025-07-19T05:34:43","slug":"protein-molecule-structure-function-dynamics","status":"publish","type":"post","link":"https:\/\/cupod.in\/index.php\/2025\/07\/13\/protein-molecule-structure-function-dynamics\/","title":{"rendered":"It Begins with a Flutter"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"34\" class=\"elementor elementor-34\">\n\t\t\t\t<div class=\"elementor-element elementor-element-abe647c e-flex e-con-boxed e-con e-parent\" data-id=\"abe647c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-21728b7 elementor-widget elementor-widget-image\" data-id=\"21728b7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"427\" src=\"https:\/\/cupod.in\/wp-content\/uploads\/2025\/07\/Souvik_Sinha_A_computer-generated_image_of_a_kaleidoscope_of_colorful_ribbons_feb6fa3c-b764-4091-b0a2-dc947db6cd19-1024x427.jpeg\" class=\"attachment-large size-large wp-image-143\" alt=\"Artistic rendition of a galaxy of protein complexes\" srcset=\"https:\/\/cupod.in\/wp-content\/uploads\/2025\/07\/Souvik_Sinha_A_computer-generated_image_of_a_kaleidoscope_of_colorful_ribbons_feb6fa3c-b764-4091-b0a2-dc947db6cd19-1024x427.jpeg 1024w, https:\/\/cupod.in\/wp-content\/uploads\/2025\/07\/Souvik_Sinha_A_computer-generated_image_of_a_kaleidoscope_of_colorful_ribbons_feb6fa3c-b764-4091-b0a2-dc947db6cd19-300x125.jpeg 300w, https:\/\/cupod.in\/wp-content\/uploads\/2025\/07\/Souvik_Sinha_A_computer-generated_image_of_a_kaleidoscope_of_colorful_ribbons_feb6fa3c-b764-4091-b0a2-dc947db6cd19-768x320.jpeg 768w, https:\/\/cupod.in\/wp-content\/uploads\/2025\/07\/Souvik_Sinha_A_computer-generated_image_of_a_kaleidoscope_of_colorful_ribbons_feb6fa3c-b764-4091-b0a2-dc947db6cd19.jpeg 1536w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-235aa28 elementor-widget elementor-widget-text-editor\" data-id=\"235aa28\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>This is my &#8220;Hello, world!&#8221; post. And, I figured I&#8217;d start on home turf, with something close to my <a href=\"https:\/\/cupod.in\/index.php\/about\/\">field of study.<\/a> It might not be a topic of everyday chatter, but if you&#8217;re into engineering marvels, here&#8217;s a peek into nature&#8217;s own design room.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7de41f2 e-con-full e-flex e-con e-parent\" data-id=\"7de41f2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6742591 elementor-widget elementor-widget-text-editor\" data-id=\"6742591\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"font-weight: 400;\">Throughout my formal education, chemistry mostly meant static 2D formulas driving many-body reactions with the magic lying in the formation of new molecules (no offense to theoretical chemists). I specialized in organic chemistry, and back then, reactions were all I cared about. Then came a major swipe or better yet, a leap &#8211; and I ended up working with just single molecules and no reactions at all.<\/p><p style=\"font-weight: 400;\">During my Ph.D., I worked with these massive single molecules. And to do what? Study patterns of their movements and flexibility, literally. No reactions, no funny fumes, no green flames &#8211; nothing. Just track the vibrations of these giant molecules.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a98cba3 elementor-widget elementor-widget-text-editor\" data-id=\"a98cba3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h4 style=\"font-weight: 400;\">These molecules are called proteins &#8211; the currency of survival for you, me, and every living organism on this planet.<\/h4><p style=\"font-weight: 400;\">They\u2019re among the most fundamental molecules of life, varying in shape, size, and spanning a spectrum of critical biological roles. These molecules do everything: from influencing how young or old you look, to transporting oxygen and carbon dioxide throughout your body, to muscle contraction, to defending against foreign invaders, and more.<\/p><p style=\"font-weight: 400;\">But why study their motion? their dynamicity? What\u2019s it really worth?<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d43b829 elementor-widget elementor-widget-text-editor\" data-id=\"d43b829\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Naturally occurring proteins are typically made of 20 types of building block molecules called amino acids.These building block molecules differ mainly by their chemical properties like how polar or non-polar they are. So, these protein molecules can be thought of as a tangled thread made of those amino acid beads. Why tangled? Because when tangled, the interactive likeliness between the polar and non-polar amino acids increses. This improved likeness between the amino acids biases the protein molecules to settle into particular shapes. And since the sequence of the amino acids vary from one protein to another, the folded structure also varies accordingly.<\/p><p style=\"font-weight: 400;\">There are several experimental techniques like X-ray crystallography, NMR, electron microscopy that reveals protein structures, though mostly in their static forms. \u201cFunction follows structure,\u201d a foundational phrase in molecular biology, suggests that a protein\u2019s structure determines how it interacts with other biomolecules inside the cell, such as DNA, RNA, or other proteins, and ultimately enables it to carry out its assigned function. For example, shape of ion transporter proteins, which selectively allows few ions to pass through its tube-like channel, are strikingly different from those proteins that binds to DNA or RNA. Cleary, form must align with function.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ce8057f elementor-widget elementor-widget-image\" data-id=\"ce8057f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"531\" src=\"https:\/\/cupod.in\/wp-content\/uploads\/2025\/07\/It-begins-with-a-flutter-copy-768x531.webp\" class=\"attachment-medium_large size-medium_large wp-image-46\" alt=\"Amino acid to protein structure organization\" srcset=\"https:\/\/cupod.in\/wp-content\/uploads\/2025\/07\/It-begins-with-a-flutter-copy-768x531.webp 768w, https:\/\/cupod.in\/wp-content\/uploads\/2025\/07\/It-begins-with-a-flutter-copy-300x208.webp 300w, https:\/\/cupod.in\/wp-content\/uploads\/2025\/07\/It-begins-with-a-flutter-copy-1024x709.webp 1024w, https:\/\/cupod.in\/wp-content\/uploads\/2025\/07\/It-begins-with-a-flutter-copy-1536x1063.webp 1536w, https:\/\/cupod.in\/wp-content\/uploads\/2025\/07\/It-begins-with-a-flutter-copy-scaled.webp 1920w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Amino acid to protein molecule: structural organization<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-94c4317 elementor-widget elementor-widget-text-editor\" data-id=\"94c4317\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h4 style=\"font-weight: 400;\">But is shape the soul driver of function?<\/h4><p style=\"font-weight: 400;\">Can a doctor, sitting in a chair calmly, perform surgery to save a dying man? Can you read these words without slightest movement of your pupil? Is a butterfly happy just with having wings, or the joy lie in fluttering them to fly? Exactly the point! Static structure offers only a glimpse into function \u2013 it\u2019s the dynamics that truly completes the story.<\/p><p style=\"font-weight: 400;\">Conformation of a single protein molecule changes over time generating ensemble (packet of possible states) of different conformations. It&#8217;s really all about how the balance between different conformations shifts over time. These changes in populations are what connect structure to function and, ultimately, to life itself. The key idea is that all possible shapes of a protein already exist. So, when a protein does its job, it\u2019s not making a brand-new shape; it\u2019s just tweaking the balance \u2013 making certain shape appears more often than others.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b1aeae0 elementor-widget elementor-widget-text-editor\" data-id=\"b1aeae0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h4 style=\"font-weight: 400;\">Naturally, the long thread made of amino acids, undergoes a self-guided folding process to its native, minimally <span style=\"text-decoration: underline;\"><em>frustrated<\/em><\/span>, functional conformation.<\/h4><p style=\"font-weight: 400;\">Why do I mention frustration? Imagine if 100 random individuals are packed into a house to live, peace would be the first to bid farewell. The chaos of unpredictable clashes between different personalities will make the house frustrated. Over time, as mutual understanding improves, would the noise settle into something we may note as harmony. Same for proteins, with hundreds of amino acids tightly packed, countless interactions can happen. This gives rise to a frustrated network of competing forces. Only in the native conformation this frustration is more or less resolved. And that finely balanced state? It&#8217;s sculpted by evolution.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-256c5f2 elementor-widget elementor-widget-text-editor\" data-id=\"256c5f2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"107\" data-end=\"513\">Take the Bcl-2 family of proteins, for example. These proteins decide whether a cell should die or stay alive \u2014 a role closely tied to cancer biology. They shift shape in fascinating ways to get the job done, like unfolding your hand to pick something up or bending your knees to sit on a chair. But they only do this when they interact with a partner, like another protein or a biological membrane.<\/p><p data-start=\"515\" data-end=\"771\">Another example is the CRISPR-Cas proteins \u2014 the new genie in genetic engineering. These proteins act like molecular scissors, cutting DNA or RNA, but only when they <em data-start=\"683\" data-end=\"689\">pair<\/em> with specific genetic material. Otherwise, they remain inactive, doing nothing.<\/p><p style=\"font-weight: 400;\">These transformations from \u2018doing nothing\u2019 to \u2018do something\u2019 is like <a href=\"https:\/\/michaelbaystransformers.fandom.com\/wiki\/Bumblebee\"><em><strong>Bumblebee<\/strong><\/em><\/a> from the <em><strong>Transformers<\/strong><\/em> movie \u2013 morphing from car to robot warrior when it\u2019s time for action.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c71d34 elementor-widget elementor-widget-image\" data-id=\"9c71d34\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"894\" height=\"892\" src=\"https:\/\/cupod.in\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-14-at-1.04.35\u202fAM-1.webp\" class=\"attachment-large size-large wp-image-45\" alt=\"\" srcset=\"https:\/\/cupod.in\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-14-at-1.04.35\u202fAM-1.webp 894w, https:\/\/cupod.in\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-14-at-1.04.35\u202fAM-1-300x300.webp 300w, https:\/\/cupod.in\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-14-at-1.04.35\u202fAM-1-150x150.webp 150w, https:\/\/cupod.in\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-14-at-1.04.35\u202fAM-1-768x766.webp 768w, https:\/\/cupod.in\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-14-at-1.04.35\u202fAM-1-600x600.webp 600w\" sizes=\"(max-width: 894px) 100vw, 894px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Shapeshifting of protein molecule<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-174894d elementor-widget elementor-widget-text-editor\" data-id=\"174894d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"font-weight: 400;\">But how does <a href=\"https:\/\/pdb101.rcsb.org\/learn\/exploring-the-structural-biology-of-evolution\">evolution sculpt shape<\/a>? Why evolution? Because it must adjust the shape in a way that enables the necessary changes in function. And since sequence of amino acid guids the shape, evolution keeps tweaking that sequence through mutations. With these tweaks, out of a pool of possible shapes, certain candidates become dominant. This dominant conformation is then considered the <em data-start=\"505\" data-end=\"527\">minimally frustrated<\/em> shape \u2014 the one best suited for the required functionality.<\/p>\n<p style=\"font-weight: 400;\">However, when proteins evolved to take on a new role, the initial mutations might not get the job done that well. This is because the folded structure isn\u2019t yet optimized, kind of trying out different shapes. Then, over time, further rounds of mutations accumulate to fine-tune the stable conformations and discard the useless ones.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0014653 elementor-widget elementor-widget-text-editor\" data-id=\"0014653\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"font-weight: 400;\">In a laboratory <a href=\"https:\/\/pubs.acs.org\/doi\/10.1021\/cen-09437-notw7\">experiment<\/a>, scientists evolved a protein phosphotriesterase (let\u2019s call it A) into another protein, arylesterase (B). \u2018A\u2019 and \u2018B\u2019 are different only by means of degrading two different chemical compounds. A key mutation swapped a Histidine for an Arginine, helping B interact with its new target. But Arginine has two shapes- bent and not-bent, and only the bent one works. At the earlier rounds of evolution, both the shapes are existed, so the \u2018A\u2019 protein cannot fully become \u2018B\u2019 right away. With more mutations, the bent form became stable, and B got better at its job. It&#8217;s like learning a dance move \u2014 clumsy at first, graceful with practice.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e20f633 elementor-widget elementor-widget-text-editor\" data-id=\"e20f633\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>One incredible idea underlying all this is that living organisms are constantly navigating an astronomical number of trials &#8211; sorting, filtering and adapting &#8211; to perfect every single function needed for survive. And at the heart of it is the fact that a single static structure cannot always explain how proteins actually get things done. It\u2019s not just the form, it\u2019s the motion, the flutter, that gives the power to fly.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f0c085a elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"f0c085a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ff3d9cf elementor-widget elementor-widget-text-editor\" data-id=\"ff3d9cf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h3>For Further Reading:<\/h3><div><ol class=\"downloadCitList\" style=\"font-size: 16px; font-style: normal; font-variant-caps: normal; outline-color: currentcolor; outline-width: medium; caret-color: #000000; color: #000000; font-family: Roboto, arial, sans-serif;\"><li style=\"outline-color: currentcolor; outline-width: medium;\"><a href=\"https:\/\/pubs.acs.org\/doi\/10.1021\/acs.accounts.0c00813\">Fuzziness and Frustration in the Energy Landscape of Protein Folding, Function, and Assembly<\/a><br \/><div style=\"outline-color: currentcolor; outline-width: medium;\"><cite style=\"outline-color: currentcolor; outline-width: medium;\">Accounts of Chemical Research,<\/cite>\u00a0<span style=\"outline-color: currentcolor; outline-width: medium;\">2021,<\/span>\u00a0<em style=\"outline-color: currentcolor; outline-width: medium;\">54<\/em> (5), 1251-1259<\/div><\/li><li style=\"outline-color: currentcolor; outline-width: medium;\"><div style=\"outline-color: currentcolor; outline-width: medium;\"><p><a href=\"https:\/\/royalsocietypublishing.org\/doi\/10.1098\/rsif.2018.0330\"><span class=\"article-title\">Conformational dynamics and enzyme evolution<\/span><\/a><\/p><div style=\"outline-color: currentcolor; outline-width: medium;\"><span class=\"abbrevTitle\"><i>Journal of The Royal Society Interface<\/i>, 2018,15(144)<\/span><\/div><\/div><\/li><\/ol><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4b63355 e-flex e-con-boxed e-con e-parent\" data-id=\"4b63355\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-340f23d e-grid-align-left elementor-shape-rounded elementor-grid-0 elementor-widget elementor-widget-social-icons\" data-id=\"340f23d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\" role=\"list\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-facebook elementor-repeater-item-efd351b\" 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