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        <title><![CDATA[Microbial Instincts - Medium]]></title>
        <description><![CDATA[Decoding the microbial angle to health and microbial world. - Medium]]></description>
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            <title>Microbial Instincts - Medium</title>
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            <title><![CDATA[The History of mRNA Vaccines: Nearly a Century in the Making]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/microbial-instincts/the-history-of-mrna-vaccines-nearly-a-century-in-the-making-b6726c4dc246?source=rss----bd4c58bfa8c9---4"><img src="https://cdn-images-1.medium.com/max/2600/0*1qZabaRyjYiaviG7" width="4429"></a></p><p class="medium-feed-snippet">How ten seemingly unrelated discoveries &#x2014; starting with a 1928 experiment involving pneumonia bacteria &#x2014; came together to make mRNA&#x2026;</p><p class="medium-feed-link"><a href="https://medium.com/microbial-instincts/the-history-of-mrna-vaccines-nearly-a-century-in-the-making-b6726c4dc246?source=rss----bd4c58bfa8c9---4">Continue reading on Microbial Instincts »</a></p></div>]]></description>
            <link>https://medium.com/microbial-instincts/the-history-of-mrna-vaccines-nearly-a-century-in-the-making-b6726c4dc246?source=rss----bd4c58bfa8c9---4</link>
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            <category><![CDATA[vaccines]]></category>
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            <dc:creator><![CDATA[René F. Najera, MPH, DrPH]]></dc:creator>
            <pubDate>Wed, 04 Nov 2026 08:07:21 GMT</pubDate>
            <atom:updated>2026-11-04T08:07:19.874Z</atom:updated>
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            <title><![CDATA[Only 3 of 80 Alzheimer’s Drug Candidates Made the Cut for Repurposing. What Happened to the Rest?]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/microbial-instincts/only-3-of-80-alzheimers-drug-candidates-made-the-cut-for-repurposing-what-happened-to-the-rest-08133aee3a8c?source=rss----bd4c58bfa8c9---4"><img src="https://cdn-images-1.medium.com/max/952/0*-vVJRCH3b1LLYBNq.jpeg" width="952"></a></p><p class="medium-feed-snippet">The ones left behind in the latest expert consensus may tell us just as much about where Alzheimer&#x2019;s research is heading.</p><p class="medium-feed-link"><a href="https://medium.com/microbial-instincts/only-3-of-80-alzheimers-drug-candidates-made-the-cut-for-repurposing-what-happened-to-the-rest-08133aee3a8c?source=rss----bd4c58bfa8c9---4">Continue reading on Microbial Instincts »</a></p></div>]]></description>
            <link>https://medium.com/microbial-instincts/only-3-of-80-alzheimers-drug-candidates-made-the-cut-for-repurposing-what-happened-to-the-rest-08133aee3a8c?source=rss----bd4c58bfa8c9---4</link>
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            <category><![CDATA[science]]></category>
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            <dc:creator><![CDATA[Shin Jie Yong, MSc (Res)]]></dc:creator>
            <pubDate>Mon, 02 Nov 2026 10:29:05 GMT</pubDate>
            <atom:updated>2026-11-02T10:29:04.043Z</atom:updated>
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            <title><![CDATA[Is Antibacterial Soap Worth It?]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/microbial-instincts/is-antibacterial-soap-worth-it-525603b10471?source=rss----bd4c58bfa8c9---4"><img src="https://cdn-images-1.medium.com/max/2600/0*oqWDWwkRZmNc8ZhA" width="4480"></a></p><p class="medium-feed-snippet">Studies suggest it offers no extra protection&#x200A;&#x2014;&#x200A;and its added chemicals may come with other health concerns.</p><p class="medium-feed-link"><a href="https://medium.com/microbial-instincts/is-antibacterial-soap-worth-it-525603b10471?source=rss----bd4c58bfa8c9---4">Continue reading on Microbial Instincts »</a></p></div>]]></description>
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            <dc:creator><![CDATA[Michael C. Marone]]></dc:creator>
            <pubDate>Tue, 27 Oct 2026 14:13:04 GMT</pubDate>
            <atom:updated>2026-10-31T15:53:22.916Z</atom:updated>
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            <title><![CDATA[Did Viruses Devolve From Ancient Cells? This Minimal Archaeon May Hold the Answer.]]></title>
            <link>https://medium.com/microbial-instincts/did-viruses-devolve-from-ancient-cells-this-minimal-archaeon-may-hold-the-answer-119bcf160ffa?source=rss----bd4c58bfa8c9---4</link>
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            <category><![CDATA[bioinformatics]]></category>
            <dc:creator><![CDATA[Milton Simba Kambarami]]></dc:creator>
            <pubDate>Thu, 22 Oct 2026 09:20:26 GMT</pubDate>
            <atom:updated>2026-10-22T09:20:25.468Z</atom:updated>
            <content:encoded><![CDATA[<h4>How extreme genomic decay serves as a living model for the regressive theory of viral evolution.</h4><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*f_1jzXb6eUM5kH9MeAYQfA.jpeg" /><figcaption>Fig 1: A minimal archaeon utilising massive membrane proteins to parasitise a larger eukaryotic host. (AI generated by Nano Banana)</figcaption></figure><p>Biology constantly challenges and explores the limits of what defines an independent organism. Just when the scientific community settles on a functional definition of cellular life, the natural world reveals an entity that shatters those parameters.</p><p>A <a href="https://www.tsukuba.ac.jp/journal/biology-environment/20261010000000.html">recent identification</a> of an unprecedented marine microbe found in Japan has done exactly that. The microorganism (or is it?) is the archaeon <a href="https://www.ncbi.nlm.nih.gov/Taxonomy/Browser/wwwtax.cgi?id=3416784"><em>Candidatus Sukunaarcheum mirabile</em></a><em> </em>isolated from a dinoflagellate (single-celled eukaryotic plankton).</p><p>The archaeon appears to blur the line between a free-living cell and a parasitic virus, offering an extraordinary opportunity to re-evaluate one of molecular evolution&#39;s most enduring mysteries: the origins of viruses.</p><p><em>Candidatus Sukanarcheum mirabile </em>holds the key to understanding how complex biological systems can strip themselves down to their barest essentials.</p><p>The microorganism&#39;s extreme genome reduction challenges established frameworks and demands a rigorous re-examination of how parasitic entities evolve in the natural world.</p><h3>Background on the Discovery</h3><h4>Isolation from a Marine Host</h4><p><a href="https://www.cell.com/current-biology/abstract/S0960-9822(26)01251-0?_returnURL=https%3A%2F%2Flinkinghub.elsevier.com%2Fretrieve%2Fpii%2FS0960982226012510%3Fshowall%3Dtrue">Researchers</a> identified<em> Candidatus Sukanarcheum mirabile </em>using advanced single-cell genomic amplification techniques targeting a marine dinoflagellate known as <em>Citharistes regius</em>.</p><p>Researchers collected these dinoflagellates off the coast of Shimoda, Japan, using a plankton net with a 25-micrometre mesh.</p><p>After sequencing the amplified DNA from the microbial community residing within and on this host, <a href="https://www.cell.com/current-biology/abstract/S0960-9822(26)01251-0">scientists</a> detected a highly unusual circular sequence, which was later confirmed to be widely distributed across marine environments, notably in Brazil.</p><p>Interestingly, these related sequences were found mainly in the 5 to 20 micrometre size fraction of plankton. Given that typical free-living archaea are about 1 micrometre in diameter, this size distribution suggests these archaea likely live in close association with larger eukaryotic host cells rather than floating freely in the ocean.</p><h4>A Minimal Genome</h4><p>The genome of <em>Sukunaarchaeum</em> is remarkably small, measuring just <a href="https://www.cell.com/current-biology/abstract/S0960-9822(26)01251-0?_returnURL=https%3A%2F%2Flinkinghub.elsevier.com%2Fretrieve%2Fpii%2FS0960982226012510%3Fshowall%3Dtrue">238 kilobase pairs</a>, representing the smallest complete archaeal genome ever recorded.</p><p>It is less than half the size of the previous archaeal record holder, <a href="https://pubmed.ncbi.nlm.nih.gov/14566062/"><em>Nanoarchaeum equitans.</em></a><em> </em>The genome of <em>Sukunaarchaeum </em>possesses 189 protein-coding genes.</p><p>To put this staggering genetic minimisation into perspective, human cells encode roughly <a href="https://pubmed.ncbi.nlm.nih.gov/35357919/">20,000 proteins</a>, and even <a href="https://www.nature.com/articles/nrmicro2670">highly reduced symbiotic bacteria</a> typically retain many hundreds of genes.</p><p>The sheer capacity of genetic material is fascinating, yet the true marvel lies in which genes the organism chose to keep and which it systematically discarded over millions of years of evolution.</p><h4>Metabolically Helpless</h4><p>Metabolic pathways are absent from the genome of <em>Sukunaarchaeum. </em>The organism encodes absolutely no recognisable mechanisms for generating its own energy, synthesising amino acids, producing vitamins or building carbohydrates. <em>It is completely metabolically helpless.</em></p><p>A typical bacterial endosymbiont, as well as ancient endosymbiotic organelles (eg mitochondria and chloroplasts), usually retains specific biosynthetic pathways to produce compounds beneficial to its host.</p><p>For example, the highly reduced bacterium <a href="https://www.science.org/doi/10.1126/science.1134196?referrer=https%3A%2F%2Fwww.bing.com%2F"><em>Candidatus Carsonella ruddi</em></a><em>i </em>lives inside sap-feeding insects and has a tiny genome of 16o kilobase pairs. However, it still retains genes dedicated to producing amino acids for its host.</p><p><em>Sukanaarchaeum </em>offers no such mutualistic benefit, strongly suggesting an obligate parasitic lifestyle where it unilaterally exploits external resources for survival. It almost passed to be a virus if it were not stubbornly holding onto its ribosomes.</p><h4>A Replicative Core in Isolation</h4><p>Despite this profound metabolic depletion, the archaeon retains a complete replicative core. It holds onto the genetic blueprints for ribosomes, transfer RNAs, DNA polymerases and the essential machinery required for transcription and translation.</p><p>Over half of its protein-coding genes are dedicated to genetic processing, creating a bizarre biological paradox. The microorganism essentially functions as a cellular entity entirely dedicated to self-replication.</p><p>It relies on the host for every raw material and unit of energy it needs to exist, while focusing its limited genomic real estate strictly on propagating its own genetic information.</p><p>To fully grasp the significance of this discovery, it is essential to understand the sheer scale of the unknown proteins encoded within this tiny genome.</p><p>Despite facing immense evolutionary pressure to shrink its genetic footprint, <em>Sukunaarchaeum </em>dedicates an astonishing <a href="https://www.cell.com/current-biology/abstract/S0960-9822(26)01251-0">25 per cent</a> of its entire genome to just eight unusually large proteins. Thirteen of its proteins exceed <a href="https://www.cell.com/current-biology/abstract/S0960-9822(26)01251-0">1 000 amino acid</a>s in length, with the largest reaching 4 756 amino acids.</p><p>These massive proteins share no primary sequence homology with any known cellular proteins. Structural prediction algorithms suggest they are packed with transmembrane helices, the kind that associate with the cell membrane.</p><p>This massive investment in membrane proteins while discarding basic metabolism is highly uncharacteristic for cellular life, providing a vital clue to how this organism interacts with its environment.</p><h3>The Three Hypotheses of Viral Origins</h3><figure><img alt="" src="https://cdn-images-1.medium.com/max/998/1*PP-EKcvkEMjk67sidTCGjQ.png" /><figcaption>Fig 2: Three general frameworks to explain the origin of viruses. (<a href="https://pmc.ncbi.nlm.nih.gov/articles/PMC3575434/">Source</a>)</figcaption></figure><p>The discovery of such an extremely reduced cell naturally feeds into the long-standing debate regarding how viruses first emerged on Earth. Because viruses do not leave physical fossil records in sedimentary rock, scientists must painstakingly reconstruct their origins using comparative genomics and structural biology.</p><p>The scientific community generally categorises viral origins into 3 primary hypotheses. Each model provides a distinct framework for understanding how parasitic genetic elements came to dominate the biosphere.</p><h4>1. The Virus-First Hypothesis</h4><p>The virus-first hypothesis suggests that viruses actually predate modern cellular life. According to this <a href="https://www.frontiersin.org/journals/microbiology/articles/10.3389/fmicb.2020.604048/full">framework</a>, viruses originated in a pre-cellular RNA world as independent, self-replicating molecular units.</p><p>As the primordial soup gradually gave rise to complex, membrane-bound cells, these ancient viral replicators adapted to parasitise them. <a href="https://www.researchgate.net/publication/233910920_The_Origin_of_Virions_and_Virocells_The_Escape_Hypothesis_Revisited">Proponents</a> of this theory argue that the immense genetic diversity found in the virosphere points to an ancient origin that stretches back billions of years, well before the Last Universal Common Ancestor (LUCA) of modern cells.</p><p>The existence of viral hallmark genes that have no homologues in cellular life is often cited as evidence that viruses possess a fundamentally independent lineage.</p><p>While the concept of ancient replicators is mathematically sound, the virus-first hypothesis suffers from a severe logical contradiction. Modern viruses are obligate parasites.</p><p>Viruses absolutely require a host cell to provide energy and translational machinery to reproduce. It is exceedingly difficult to rationalise how a strictly dependent parasite could evolve and thrive before the existence of the very host it relies upon.</p><p>If primordial viruses were completely autonomous entities capable of self-replication without a host, they would essentially be classified as primitive cells rather than true viruses.</p><p>The transition from a free-living ancient replicator to a modern obligate parasite remains a significant conceptual gap in this specific model. Some <a href="https://pmc.ncbi.nlm.nih.gov/articles/PMC3575434/">theorists</a> attempt to bridge this gap by suggesting viruses co-evolved alongside ancient proto-cells, but the fundamental contradiction of an autonomous parasite remains problematic.</p><h4>2. The Escape Hypothesis</h4><p>Often referred to as the progressive theory, the<a href="https://www.researchgate.net/publication/233910920_The_Origin_of_Virions_and_Virocells_The_Escape_Hypothesis_Revisited"> escape hypothesis </a>posits that viruses are rogue genetic elements that gained the ability to exit one cell and enter another.</p><p>Plasmids and transposons are mobile genetic elements known to jump between regions of the host genome or transfer horizontally between adjacent cells.</p><p>The escape hypothesis argues that some of these selfish genetic elements occasionally acquired structural proteins, allowing them to form protective capsids and leave the host environment entirely.</p><p>This concept was heavily championed in the late twentieth century, with <a href="https://www.mdpi.com/2076-0817/14/12/1205">researchers</a> suggesting that retroviruses evolved from cellular components that slipped out of regulatory control.</p><p>This progressive model neatly explains the origin of many small, simple viruses. It provides a logical mechanism for how bacteriophages might have evolved from escaping prokaryotic genes or how specific human viruses might have splintered off from eukaryotic cells.</p><p>The presence of proviruses integrated into modern cellular genomes is frequently highlighted as evidence of this genetic fluidity.</p><p>However, the escape hypothesis encounters severe limitations when confronted with the immense complexity of nucleocytoplasmic large DNA viruses.</p><p>Giant viruses such as <a href="https://www.researchgate.net/publication/378089681_GIANT_VIRUSES_-_A_RELIC_OF_THE_PAST_AND_CURIOSITY_OF_THE_PRESENT"><em>Mimivirus</em></a><em> </em>and<em> </em><a href="https://pubmed.ncbi.nlm.nih.gov/23869018/"><em>Pandoravirus</em></a> boast massive genomes that rival those of parasitic bacteria. These giant viruses encode hundreds of complex proteins, many of which are unique to the viral world.</p><p>If viruses simply escaped from cellular hosts, one would expect their genomes to resemble a subset of host DNA. The presence of highly specific viral hallmark genes and massive bespoke protein structures strongly suggests that giant viruses did not simply break away from modern host cells as rogue plasmids.</p><p>The escape theory struggles to account for the sophisticated transcription machinery and complex morphogenetic networks found in these giant viral lineages.</p><h4>3. The Reduction Hypothesis</h4><p>The reductionist, or regressive, hypothesis presents a completely different evolutionary trajectory. This <a href="https://www.frontiersin.org/journals/microbiology/articles/10.3389/fmicb.2020.604048/full">model</a> argues that viruses were once ancient, autonomous cells.</p><p>Over vast stretches of evolutionary time, these free-living organisms adopted parasitic replication strategies. Because the host cell provided a stable environment rich in nutrients and energy, the parasite no longer needed to maintain its own metabolic pathways.</p><p>Genes that were no longer subjected to positive selection pressure <a href="https://www.researchgate.net/publication/233910920_The_Origin_of_Virions_and_Virocells_The_Escape_Hypothesis_Revisited">gradually degraded </a>and were permanently lost.</p><p>Eventually, the organism discarded its entire metabolic apparatus, losing the ability to independently synthesise proteins and crossing the threshold into what we now classify as a virus.</p><p>This hypothesis elegantly explains the sheer size and complexity of giant viruses. According to the reductionist view, giant viruses represent the intermediate stages of genomic decay.</p><p>They are the shrinking remnants of an ancient cellular domain that chose the path of extreme parasitism.</p><p>Proponents of this theory argue that giant viruses retain vestigial components of their cellular past, such as the ability to encode their own transfer RNAs and complex DNA repair enzymes.</p><p>Until recently, a major criticism of this theory was the lack of transitional cellular forms in the modern environment. <a href="https://pubmed.ncbi.nlm.nih.gov/19270719/">Critics</a> argued that the leap from a complex parasitic cell to a minimal virus was too vast without a clearly identifiable missing link.</p><p>While endosymbiotic bacteria like<a href="https://www.science.org/doi/10.1126/science.270.5235.397"> Mycoplasma</a> demonstrate genome reduction, they still retain significant metabolic autonomy compared to a virus.</p><p>The scientific community needed an example of a cellular organism that had pushed reduction to the absolute limit without losing its ribosomes.</p><h3>The Case for the Reductionist Theory</h3><p>The unearthing of <em>Sukunaarchaeum </em>provides an extraordinary piece of empirical evidence that reinvigorates the reductionist hypothesis.</p><p>This deeply branching archaeon functions as a modern blueprint for reductive evolution. It demonstrates exactly how an independent cellular organism can systematically dismantle its own biological infrastructure while remaining viable.</p><p>The organism appears to be a living fossil of the transition from cellular autonomy to obligate parasitism.</p><p>By analysing the genomic architecture of this unique microbe, scientists can observe the reductionist theory playing out in real time. The organism has discarded every single gene related to energy production and cellular metabolism.</p><p>It has completely outsourced the fundamental biochemical requirements of life to its host. Yet, it strictly retains the core machinery for DNA Replication, transcription, and translation.</p><p>This precise pattern of genetic retention and loss perfectly mirrors the theoretical trajectory from a free-living cell to a virus-like entity. It shows that before an organism gives up its ribosomes and becomes a true virus, it first sheds its metabolic burden.</p><p>Perhaps the most compelling evidence for this host-dependent trajectory lies in the mysterious, massive membrane protein of unknown function.</p><p>As previously mentioned, <em>Sukanaarchaeum </em>dedicates a quarter of its genome to 8 massive membrane proteins of unknown function.</p><p>When researchers look at other highly reduced symbiotic bacteria, proteins of this magnitude are incredibly rare. The retention of these giant proteins despite extreme pressure for genome miniaturisation strongly implies they are absolutely critical to the survival strategy of the organism.</p><p>Structural models suggest these giant proteins form complex transmembrane assemblies on the cell surface. While they lack sequence homology to known proteins, analogous structures are found in certain parasitic archaea.</p><p>The proteins are likely responsible for mediating physical attachment to the host, facilitating the theft of essential nutrients, or suppressing host immune responses.</p><p>This mirrors the behaviour of viral envelope and capsid proteins, which are massive, complex structures dedicated entirely to host receptor binding, cellular entry and immune evasion.</p><p>The fact that <em>Sukunaarchaeum </em>sacrifices metabolic independence but heavily invests in host-interaction machinery is a classic hallmark of viral evolution. It appears to represent the absolute limit of cellular reduction just before the terminal loss of the ribosome.</p><p>The <a href="https://inference-review.com/article/giant-viruses-and-the-tree-of-life">virocell concept</a>, proposed by evolutionary biologist Patrick Forterre, is particularly relevant when examining this archaeon. Forterre argued that the true living state of a virus is not the inert viral particle, but the infected host cell actively producing new viruses.</p><p>In this framework, the virion is merely a spore-like mechanism for genetic dissemination, while the virocell is a novel cellular entity whose metabolic machinery has been hijacked by a viral nucleus.</p><p><em>Sukunaarchaeum </em>exists in a state that borders on this definition. It retains its own physical cellular boundary but acts functionally like a parasitic nucleus operating within a broader host ecosystem.</p><p>The extreme specialisation seen in this organism proves that a cellular entity can indeed evolve into a state of pure genetic propagation.</p><p>By stripping away all peripheral functions and focusing entirely on copying its own DNA, <em>Sukunaarchaeum </em>operates with a ruthless biological efficiency reminiscent of a viral infection.</p><p>This lends massive credibility to the regressive origin of viruses, providing a tangible example of how a complex cell might devolve into a minimalist parasite.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/915/1*TJQUQISYU1gAmUB8uX_m2g.png" /><figcaption>Table 1: A feature breakdown demonstrating how the genetic traits of this newly discovered archaeon mirror the theoretical reductionist pathway of viral evolution (Image by Author)</figcaption></figure><p>The comparative data in Table 1 above highlights the fluid continuum of life. Rather than existing in rigid, distinct categories, biological entities occupy a sliding scale of autonomy. <em>Sukunaarchaeum </em>sits comfortably between typical cellular life and giant viruses, exhibiting traits of both domains.</p><p>It is a cell that behaves like a virus, supporting the hypothesis that the two states are evolutionarily connected through a pathway of continuous genomic decay.</p><h3>The Computational Virology Angle</h3><p>Understanding these ancient evolutionary pathways relies heavily on the sophisticated tools of modern computational biology. Microorganisms like <em>Sukanaarchaeum </em>and giant DNA viruses evolve at exceptionally rapid rates.</p><p>When an organism sheds its metabolic pathways and relies on a host, it often loses the sophisticated DNA repair mechanisms required to maintain a pristine genome.</p><p>The resulting high mutation rate accelerates adaptation, allowing the parasite to continuously outmanoeuvre the immune system of its host. However, this rapid sequence divergence makes traditional phylogenetic analysis incredibly difficult.</p><p>When amino acid sequences mutate too quickly, they effectively overwrite their own evolutionary history. This leads to a notorious analytical trap known as long-branch attraction.</p><p>In standard phylogenetic trees built from genetic sequences, long-branch attraction causes fast-evolving, distantly related lineages to group artificially simply because they have both diverged significantly from the rest of the tree.</p><p>This phenomenon obscures their true evolutionary origins. The extreme branch length of <em>Sukanaarchaeum</em> on the archaeal family tree is a perfect example of this complication, making it difficult to place the organism accurately within established archaeal phyla (Fig. 3 below).</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*zydkyLlO-vIrBCo_EbuRVg.png" /><figcaption>Fig 3: Phylogenetic placement of Sukanarchaeum within the Archaeal domain (<a href="https://www.biorxiv.org/content/10.1101/2025.05.02.651781v1.full">Source</a>)</figcaption></figure><p>Furthermore, <em>Sukanaarchaeum </em>exhibits an exceptionally low GC content of just <a href="https://www.biorxiv.org/content/10.1101/2025.05.02.651781v1.full">28.9%</a>. Such compositional bias can severely skew the frequencies of specific amino acids in the encoded proteins, leading to convergent evolution artefacts where organisms appear related merely because they share similar nucleotide biases.</p><p>To bypass these limitations, computational virologists and evolutionary biologists employ rigorous mathematical corrections.<a href="https://www.researchgate.net/publication/343404119_The_origin_and_evolution_of_viruses_inferred_from_fold_family_structure"> Researchers </a>use techniques like fast-evolving site removal to systematically strip the most mutated sequences from an alignment, revealing the deeper, more conserved evolutionary signals hidden beneath.</p><p>They also utilise <a href="https://academic.oup.com/mbe/article/24/9/2139/2925769?login=false">SR4 recoding</a>, a method that groups amino acids into four distinct classes based on their physicochemical properties, thereby diminishing the impact of compositional heterogeneity.</p><p>Beyond sequence manipulation, the field is undergoing a revolution driven by <a href="https://www.researchgate.net/publication/343404119_The_origin_and_evolution_of_viruses_inferred_from_fold_family_structure">structural phylogenomics.</a> Scientists now look beyond primary genetic sequences and focus on the three-dimensional structures of proteins.</p><p>The physical architecture of a protein must fold in a highly specific way to execute its biological function.</p><p>While the underlying sequence of amino acids may mutate beyond recognition over billions of years, the overall structural fold of the protein is<a href="https://www.researchgate.net/publication/372897057_A_critical_analysis_of_the_current_state_of_virus_taxonomy"> deeply conserved</a>. Protein folds act as molecular fossils, preserving the ancient history of cellular and viral lineages.</p><p>The application of advanced artificial intelligence models like <a href="https://deepmind.google/science/alphafold/">AlphaFold</a> has completely transformed this approach. By accurately predicting the three-dimensional structures of mysterious proteins from their genetic sequences, scientists can illuminate the dark proteome.</p><p>Researchers can take the predicted structure of a massive unknown protein from <em>Sukanaarchaeum </em>and run structural homology searches using tools like <a href="https://www.biorxiv.org/content/10.1101/2025.05.02.651781v1.full">Foldseek</a>. This allows them to identify ancient evolutionary relationships that are completely invisible at the primary sequence level.</p><p>Structural phylogenomics has repeatedly shown that viral capsid proteins share deep, ancient architectures with cellular proteins. For example, the <a href="https://www.pnas.org/doi/10.1073/pnas.2120620119">double jelly-roll fold</a> found in the major capsid proteins of numerous viruses shares a distinct structural origin with specific cellular carbohydrate-active enzymes.</p><p>Some <a href="https://www.pnas.org/doi/10.1073/pnas.2120620119">researchers</a> suggest a chimeric model of viral evolution hypothesising ancient parasitic replicators, perhaps resulting from the reductive evolution of primordial cells, that gradually recruited structural proteins from their cellular hosts to form protective capsids.</p><p>The massive membrane proteins of <em>Sukanaarchaeum </em>may represent an early, analogous stage of this exact recruitment process.</p><p>By mapping the evolutionary pressures acting on these specific membrane proteins, computational models can simulate how a highly reduced cell might eventually package its naked DNA into a robust viral shell.</p><p>Analysing these computational markers helps scientists model the environmental pressures that normally preserve metabolic genes. Once this irreversible threshold is crossed, the organism is locked into a parasitic trajectory.</p><p>The evolutionary clock of protein folds allows researchers to track this timeline, revealing a deep history of co-evolution between cellular ancestors and viral lineages.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/921/1*3-9OwPzgMe6xeWrJQCfbNw.png" /><figcaption>Table 2:Analytical techniques used to bypass long-branch attraction, nucleotide bias and uncharacterised dark proteomes. (Image by Author)</figcaption></figure><p>The tools outlined in the table above are critical for deciphering the tangled web of early cellular evolution. They allow us to peer back through deep time to a period when the distinction between cells and viruses was far less rigid than it is today.</p><p>The discovery of this minimal archaeon forces the scientific community to reconsider the strict definition that governs taxonomy. Organisms do not always adhere to the neat categorical boxes designed by human biologists.</p><p><em>Sukanaarchaeum </em>demonstrates that there is a fluid biological continuum stretching from complex, independent cells down to obligate viral parasites.</p><p>It stands as a profound testament to the power of reductive evolution, proving that life can persist even when stripped to a bare replicative core.</p><p>By synthesising data from global environmental sampling, single-cell genomics, and advanced structural phylogenomics, researchers are slowly illuminating the darkest corners of the microbial world.</p><p>The evidence implies that the reductionist hypothesis is not merely a theoretical artefact but an active, observable evolutionary strategy playing out in the deep oceans today.</p><p>As we continue to probe the depths of marine ecosystems, it is highly likely that we will uncover even more extraordinary transitional forms, further blurring the line between the living cell and the viral machine.</p><h3>In conclusion…</h3><p>Biology is a beautifully chaotic field governed by surprises just as much as rules. Human nature often drives us to think in absolute terms, assuming that if one evolutionary answer is correct, all competing theories must be false.</p><p>Yet, the microbial world defies this binary logic. The virosphere is staggeringly diverse, encompassing viruses built from DNA or RNA, structured as single or double strands, and read in positive or negative senses. Nature even produces prions, which are entirely devoid of nucleic acids but have still mastered the art of self-replication.</p><p>Given this boundless diversity, it is highly probable that all three models of viral origin are correct. The escape hypothesis could neatly explain the origin of a particular viral lineage, while the reductionist model covers giant DNA viruses, and ancient RNA replicators support the virus-first theory.</p><p>One origin story does not invalidate the others, and future discoveries will likely unveil entirely new mechanisms of viral evolution.</p><p>The discovery of <em>Sukunaarchaeum</em> is a humbling reminder that organisms rarely fit neatly into the rigid categories designed by researchers. There are undoubtedly more bizarre, boundary-defying entities waiting in the deep ocean to rewrite our understanding of life.</p><p><em>Thank you for taking the time to read through this deep dive into molecular evolution. Your curiosity and willingness to explore these complex biological mysteries make the rigorous work of researching and writing these articles incredibly rewarding.</em></p><img src="https://medium.com/_/stat?event=post.clientViewed&referrerSource=full_rss&postId=119bcf160ffa" width="1" height="1" alt=""><hr><p><a href="https://medium.com/microbial-instincts/did-viruses-devolve-from-ancient-cells-this-minimal-archaeon-may-hold-the-answer-119bcf160ffa">Did Viruses Devolve From Ancient Cells? This Minimal Archaeon May Hold the Answer.</a> was originally published in <a href="https://medium.com/microbial-instincts">Microbial Instincts</a> on Medium, where people are continuing the conversation by highlighting and responding to this story.</p>]]></content:encoded>
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            <title><![CDATA[We are Ignoring the Fastest Ebola Outbreak in History]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/microbial-instincts/we-are-ignoring-the-fastest-ebola-outbreak-in-history-632cbc93095a?source=rss----bd4c58bfa8c9---4"><img src="https://cdn-images-1.medium.com/max/1920/1*2Hp-Ri3OKsKbrxAhT0G3yQ.jpeg" width="1920"></a></p><p class="medium-feed-snippet">&#x201C;How bad is Bundibugyo ebolavirus?&#x201D; in 5 minutes.</p><p class="medium-feed-link"><a href="https://medium.com/microbial-instincts/we-are-ignoring-the-fastest-ebola-outbreak-in-history-632cbc93095a?source=rss----bd4c58bfa8c9---4">Continue reading on Microbial Instincts »</a></p></div>]]></description>
            <link>https://medium.com/microbial-instincts/we-are-ignoring-the-fastest-ebola-outbreak-in-history-632cbc93095a?source=rss----bd4c58bfa8c9---4</link>
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            <category><![CDATA[science]]></category>
            <category><![CDATA[hantavirus]]></category>
            <category><![CDATA[ebola]]></category>
            <category><![CDATA[health]]></category>
            <category><![CDATA[technology]]></category>
            <dc:creator><![CDATA[Gil Pires]]></dc:creator>
            <pubDate>Mon, 19 Oct 2026 19:56:03 GMT</pubDate>
            <atom:updated>2026-10-20T17:05:49.691Z</atom:updated>
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            <title><![CDATA[We Once Eliminated a Common Dementia]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/microbial-instincts/we-once-eliminated-a-common-dementia-6dbde4c99c0f?source=rss----bd4c58bfa8c9---4"><img src="https://cdn-images-1.medium.com/max/1456/0*jABObnwxGl8TMj9g.jpeg" width="1456"></a></p><p class="medium-feed-snippet">The story of neurosyphilis and dementia paralytica &#x2014; and what it teaches us about Alzheimer&#x2019;s dementia today.</p><p class="medium-feed-link"><a href="https://medium.com/microbial-instincts/we-once-eliminated-a-common-dementia-6dbde4c99c0f?source=rss----bd4c58bfa8c9---4">Continue reading on Microbial Instincts »</a></p></div>]]></description>
            <link>https://medium.com/microbial-instincts/we-once-eliminated-a-common-dementia-6dbde4c99c0f?source=rss----bd4c58bfa8c9---4</link>
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            <category><![CDATA[health]]></category>
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            <dc:creator><![CDATA[Shin Jie Yong, MSc (Res)]]></dc:creator>
            <pubDate>Thu, 15 Oct 2026 13:53:25 GMT</pubDate>
            <atom:updated>2026-10-17T17:57:34.196Z</atom:updated>
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            <title><![CDATA[The Tiny Green Alga Behind the 2026 Nobel Prize in Medicine]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/microbial-instincts/the-tiny-green-alga-behind-the-2026-nobel-prize-in-medicine-a5fcf704d8ed?source=rss----bd4c58bfa8c9---4"><img src="https://cdn-images-1.medium.com/max/762/0*8BFTzFI7Q1LfYbYN.png" width="762"></a></p><p class="medium-feed-snippet">This year&#x2019;s prize went to optogenetics, the method that lets scientists switch single brain cells on and off with light.</p><p class="medium-feed-link"><a href="https://medium.com/microbial-instincts/the-tiny-green-alga-behind-the-2026-nobel-prize-in-medicine-a5fcf704d8ed?source=rss----bd4c58bfa8c9---4">Continue reading on Microbial Instincts »</a></p></div>]]></description>
            <link>https://medium.com/microbial-instincts/the-tiny-green-alga-behind-the-2026-nobel-prize-in-medicine-a5fcf704d8ed?source=rss----bd4c58bfa8c9---4</link>
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            <category><![CDATA[health]]></category>
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            <dc:creator><![CDATA[Seungbeom Baek]]></dc:creator>
            <pubDate>Tue, 06 Oct 2026 18:31:53 GMT</pubDate>
            <atom:updated>2026-10-06T18:31:51.528Z</atom:updated>
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            <title><![CDATA[Your Gut Bacteria Are Taking Out the Microplastic Trash (and Forever Chemicals)]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/microbial-instincts/your-gut-bacteria-are-taking-out-the-microplastic-trash-and-forever-chemicals-3055429dfbeb?source=rss----bd4c58bfa8c9---4"><img src="https://cdn-images-1.medium.com/max/2600/0*k4-k_Sueg3G3HmTS" width="2600"></a></p><p class="medium-feed-snippet">A kimchi microbe helped mice poop out twice as much nanoplastic, and human gut bacteria hoard forever chemicals. Here&#x2019;s what the science&#x2026;</p><p class="medium-feed-link"><a href="https://medium.com/microbial-instincts/your-gut-bacteria-are-taking-out-the-microplastic-trash-and-forever-chemicals-3055429dfbeb?source=rss----bd4c58bfa8c9---4">Continue reading on Microbial Instincts »</a></p></div>]]></description>
            <link>https://medium.com/microbial-instincts/your-gut-bacteria-are-taking-out-the-microplastic-trash-and-forever-chemicals-3055429dfbeb?source=rss----bd4c58bfa8c9---4</link>
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            <category><![CDATA[food]]></category>
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            <dc:creator><![CDATA[Seungbeom Baek]]></dc:creator>
            <pubDate>Fri, 02 Oct 2026 21:22:04 GMT</pubDate>
            <atom:updated>2026-10-02T21:22:02.872Z</atom:updated>
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            <title><![CDATA[A Chickenpox Party That Went Wrong]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/microbial-instincts/a-chickenpox-party-that-went-wrong-a4d1726fe0fb?source=rss----bd4c58bfa8c9---4"><img src="https://cdn-images-1.medium.com/max/1448/1*NXJRhds1NKzl7MSMZgm3IA.png" width="1448"></a></p><p class="medium-feed-snippet">How one weekend gathering left a child with lifelong disability, and why science moved past this old-school approach.</p><p class="medium-feed-link"><a href="https://medium.com/microbial-instincts/a-chickenpox-party-that-went-wrong-a4d1726fe0fb?source=rss----bd4c58bfa8c9---4">Continue reading on Microbial Instincts »</a></p></div>]]></description>
            <link>https://medium.com/microbial-instincts/a-chickenpox-party-that-went-wrong-a4d1726fe0fb?source=rss----bd4c58bfa8c9---4</link>
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            <category><![CDATA[children]]></category>
            <category><![CDATA[vaccines]]></category>
            <category><![CDATA[medicine]]></category>
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            <category><![CDATA[public-health]]></category>
            <dc:creator><![CDATA[René F. Najera, MPH, DrPH]]></dc:creator>
            <pubDate>Mon, 28 Sep 2026 12:26:45 GMT</pubDate>
            <atom:updated>2026-09-28T12:26:44.052Z</atom:updated>
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            <title><![CDATA[The RSV Vaccine Unexpectedly Protects Against Dementia. But Why?]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/microbial-instincts/the-rsv-vaccine-unexpectedly-protects-against-dementia-but-why-450892b50460?source=rss----bd4c58bfa8c9---4"><img src="https://cdn-images-1.medium.com/max/1080/0*1OPbjvIR-AYnsxBh.png" width="1080"></a></p><p class="medium-feed-snippet">A paradox that challenges what we know about infection, immunology, and dementia.</p><p class="medium-feed-link"><a href="https://medium.com/microbial-instincts/the-rsv-vaccine-unexpectedly-protects-against-dementia-but-why-450892b50460?source=rss----bd4c58bfa8c9---4">Continue reading on Microbial Instincts »</a></p></div>]]></description>
            <link>https://medium.com/microbial-instincts/the-rsv-vaccine-unexpectedly-protects-against-dementia-but-why-450892b50460?source=rss----bd4c58bfa8c9---4</link>
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            <category><![CDATA[science]]></category>
            <category><![CDATA[disease]]></category>
            <category><![CDATA[medicine]]></category>
            <category><![CDATA[vaccines]]></category>
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            <dc:creator><![CDATA[Shin Jie Yong, MSc (Res)]]></dc:creator>
            <pubDate>Sat, 19 Sep 2026 20:19:08 GMT</pubDate>
            <atom:updated>2026-10-10T07:52:29.216Z</atom:updated>
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