{"id":85,"date":"2026-08-20T12:02:47","date_gmt":"2026-08-20T12:02:47","guid":{"rendered":"https:\/\/blog.swalifebiotech.com\/?p=85"},"modified":"2026-08-20T12:02:49","modified_gmt":"2026-08-20T12:02:49","slug":"brine-shrimp-artemia-salina-a-powerful-bioassay-model-for-toxicity-screening-and-early-drug-discovery","status":"publish","type":"post","link":"https:\/\/blog.swalifebiotech.com\/?p=85","title":{"rendered":"Brine Shrimp (Artemia salina): A Powerful Bioassay Model for Toxicity Screening and Early Drug Discovery"},"content":{"rendered":"<p><strong>Dr. Pravin D. Badhe, Swalife Biotech Pvt. Ltd. Ireland, India .<\/strong><\/p>\n<p><!-- \/wp:post-content --><!-- wp:paragraph --><\/p>\n<p><strong>Doi: &#8211; 10.5281\/zenodo.21929821<\/strong><\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p><strong>Introduction<\/strong><\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p>The development of new pharmaceuticals, herbal medicines, nutraceuticals, nanoparticles, cosmetics, and environmental chemicals requires rigorous safety evaluation before they can be introduced into the market. Toxicity assessment is therefore a critical component of drug discovery and product development, ensuring that new compounds are both effective and safe for human use. However, conventional toxicity studies using mammalian models are often expensive, time-consuming, and associated with ethical concerns.<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p>To overcome these challenges, researchers have increasingly adopted simple, rapid, and cost-effective biological models for preliminary toxicity screening. Among these, <strong>Artemia salina<\/strong>, commonly known as the <strong>brine shrimp<\/strong>, has become one of the most widely accepted model organisms in pharmaceutical, biotechnology, environmental, and natural product research.<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p>The <strong>Brine Shrimp Bioassay<\/strong> is internationally recognized as a reliable preliminary screening method for evaluating cytotoxicity, biological activity, neurotoxicity, developmental toxicity, and oxidative stress. Due to its simplicity, low operational cost, rapid results, and high reproducibility, this bioassay is extensively used in academic institutions, pharmaceutical industries, biotechnology companies, and research laboratories worldwide.<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p>At <strong>Swalife Biotech<\/strong>, we believe that brine shrimp bioassays represent more than just a laboratory experiment they are an intelligent platform for accelerating drug discovery, evaluating herbal medicines, screening nanoparticles, and supporting evidence-based toxicological research. By integrating traditional bioassays with <strong>Artificial Intelligence (AI), Machine Learning (ML), digital image analysis, and predictive toxicology<\/strong>, we envision the next generation of smart toxicity testing that is faster, more accurate, and environmentally sustainable.<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p><strong>Keywords<\/strong><\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p>Brine Shrimp, <em>Artemia salina<\/em>, Brine Shrimp Lethality Test, BSLT, Cytotoxicity, Toxicity Screening, Neurotoxicity, Oxidative Stress, Herbal Drug Evaluation, Nanotoxicity, Artificial Intelligence, Machine Learning, Drug Discovery, Predictive Toxicology, Swalife Biotech<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p><strong>Understanding the Brine Shrimp Bioassay<\/strong><\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p><strong>Artemia salina<\/strong> is a small aquatic crustacean naturally found in highly saline environments. Its eggs (cysts) can remain dormant for extended periods and hatch within 24\u201348 hours under suitable laboratory conditions, producing active larvae known as <strong>nauplii<\/strong>. These nauplii are extremely sensitive to toxic substances, making them ideal biological indicators for preliminary toxicity evaluation.<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p>The brine shrimp bioassay offers several advantages over conventional toxicity models. It is inexpensive, requires minimal laboratory infrastructure, produces rapid results, and provides reproducible biological responses. Because of these characteristics, it has become one of the most popular screening tools in pharmaceutical research, herbal medicine evaluation, environmental toxicology, food safety, cosmetic testing, and nanotechnology research.<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p>The assay allows researchers to rapidly identify biologically active compounds before investing in more advanced in vitro or in vivo studies, thereby reducing research costs and accelerating drug development.<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p><strong>Types of Brine Shrimp Bioassays<\/strong><\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p><strong>Brine Shrimp Lethality Test (BSLT)<\/strong><\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p>The Brine Shrimp Lethality Test (BSLT) is the most widely used assay involving <em>Artemia salina<\/em>. In this method, freshly hatched nauplii are exposed to different concentrations of a test compound, and mortality is recorded after 24 hours. The percentage mortality and median lethal concentration (LC\u2085\u2080) are then calculated to estimate the cytotoxic potential of the sample.<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p>BSLT serves as an efficient preliminary screening tool for anticancer compounds, herbal extracts, natural products, synthetic chemicals, and nanoparticles. Compounds exhibiting low LC\u2085\u2080 values are considered more biologically active and may warrant further pharmacological investigation.<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p><strong>Motility Scoring Assay<\/strong><\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p>Not all toxic compounds cause immediate mortality. Some primarily affect the nervous system, leading to impaired movement and abnormal swimming behavior. The Motility Scoring Assay evaluates these sub-lethal effects by assessing swimming speed, movement frequency, light response, directional movement, and paralysis.<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p>Changes in motility provide valuable insights into potential neurotoxicity and behavioral toxicity, making this assay particularly useful for screening neuroactive compounds.<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p><strong>Morphological Abnormality Assay<\/strong><\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p>Developmental toxicity is another important aspect of safety evaluation. The Morphological Abnormality Assay exposes newly hatched nauplii to test compounds and examines structural abnormalities under a stereomicroscope.<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p>Researchers evaluate body deformities, abnormal appendages, growth retardation, delayed development, pigmentation changes, and other morphological defects. This assay provides important information regarding teratogenic and developmental toxic effects.<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p><strong>Oxidative Stress Assessment<\/strong><\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p>Many toxic compounds exert their effects through oxidative stress by generating excessive reactive oxygen species (ROS). Brine shrimp can be used to investigate these mechanisms through biochemical assays such as DPPH Radical Scavenging, TBARS (lipid peroxidation), Catalase Activity, and Superoxide Dismutase (SOD) assays.<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p>These analyses help researchers understand not only whether a compound is toxic but also how toxicity occurs at the molecular level.<\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/blog.swalifebiotech.com\/wp-content\/uploads\/2026\/08\/brine-shrimp-blog1.png\" alt=\"\" width=\"1024\" height=\"559\" \/><\/p>\n<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p><!-- \/wp:paragraph --><\/p>\n\n<!-- wp:paragraph -->\n<p><strong>Applications in Modern Biomedical Research<\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Brine shrimp bioassays have become valuable tools across diverse scientific disciplines.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>In pharmaceutical research, they are widely employed for preliminary drug screening, cytotoxicity testing, and identification of lead compounds. Herbal medicine researchers use the assay to evaluate the biological activity and safety of medicinal plant extracts and nutraceutical formulations. Nanotechnology researchers assess the potential toxicity of nanoparticles before advancing to mammalian studies.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Environmental scientists utilize brine shrimp for monitoring water pollution and assessing industrial contaminants, while cosmetic and food industries employ the assay to evaluate ingredient safety. Academic institutions also incorporate brine shrimp bioassays into laboratory training, workshops, internships, and toxicology education due to their simplicity and educational value.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Advantages of Brine Shrimp Bioassays<\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Several characteristics have contributed to the widespread acceptance of brine shrimp bioassays:<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Rapid toxicity assessment within 24\u201348 hours<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Low operational and maintenance costs<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Simple laboratory methodology<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>High reproducibility and reliability<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Suitable for high-throughput screening<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Minimal ethical concerns compared to vertebrate models<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Excellent preliminary model for cytotoxicity and anticancer screening<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Broad applicability across pharmaceuticals, herbal medicines, cosmetics, nanotechnology, and environmental sciences<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list -->\n\n<!-- wp:paragraph -->\n<p>These advantages make the assay an ideal first step in early-stage drug discovery and toxicity evaluation.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Artificial Intelligence is Transforming Brine Shrimp Research<\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Artificial Intelligence is revolutionizing biomedical research by enabling automated data analysis, image recognition, and predictive modeling. These technologies are now beginning to reshape brine shrimp bioassays.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>AI-powered image analysis can automatically count live and dead nauplii, reducing manual errors and improving reproducibility. Computer vision algorithms can quantify swimming behavior, identify morphological abnormalities, and analyze developmental changes with remarkable accuracy.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Machine learning models can integrate biological observations with chemical structures to predict toxicity profiles before extensive laboratory testing. AI also enables automated LC\u2085\u2080 estimation, statistical modeling, and evidence synthesis from large scientific datasets.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>These innovations significantly reduce experimental time, improve data quality, and support faster decision-making in pharmaceutical research.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Swalife Biotech&#8217;s Vision for the Future<\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>At <strong>Swalife Biotech<\/strong>, we envision transforming traditional brine shrimp bioassays into intelligent digital research platforms powered by Artificial Intelligence, Biotechnology, and Data Science.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Our future research focuses on integrating <strong>Machine Learning<\/strong>, <strong>Computer Vision<\/strong>, <strong>Evidence Intelligence<\/strong>, <strong>Predictive &amp; Decision Medicine Intelligence (PDMI)<\/strong>, <strong>Network Pharmacology<\/strong>, <strong>Real-World Evidence (RWE)<\/strong>, and advanced statistical modeling into toxicity assessment.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Through automated image analysis, AI-based mortality counting, digital behavioral tracking, predictive toxicity algorithms, and intelligent report generation, we aim to create next-generation bioassay systems capable of supporting pharmaceutical companies, biotechnology industries, herbal medicine developers, environmental laboratories, and academic researchers.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Our long-term goal is to establish <strong>Swalife Bioassay Intelligence\u2122<\/strong>, a smart research platform that accelerates early drug discovery, improves scientific reproducibility, supports sustainable toxicology, and contributes to precision healthcare through evidence-based innovation.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Services Offered by Swalife Biotech<\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Swalife Biotech provides comprehensive research and analytical services, including:<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Brine Shrimp Lethality Test (BSLT)<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Cytotoxicity Screening<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Preliminary Anticancer Screening<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Neurotoxicity Assessment<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Motility Scoring Assays<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Morphological Abnormality Analysis<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Oxidative Stress Biomarker Studies<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Herbal Drug Evaluation<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Natural Product Screening<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Nanotoxicity Assessment<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Environmental Toxicity Testing<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>LC\u2085\u2080 Determination<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Statistical Data Analysis<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI-Based Image Analysis<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Scientific Report Preparation<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Research Protocol Development<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Academic Workshops<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Student Internship Programs<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Industrial Research Collaboration<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list -->\n\n<!-- wp:paragraph -->\n<p><strong>Conclusion<\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The <strong>Brine Shrimp (Artemia salina) Bioassay<\/strong> has become one of the most valuable tools for preliminary toxicity screening due to its simplicity, affordability, rapid results, and scientific reliability. From evaluating medicinal plants and nanoparticles to supporting pharmaceutical drug discovery and environmental monitoring, this versatile model continues to play an essential role in modern biomedical research.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>As Artificial Intelligence continues to transform life sciences, the future of brine shrimp research lies in intelligent automation, digital imaging, predictive toxicology, and evidence-based decision-making. By combining internationally accepted bioassay techniques with advanced computational technologies, <strong>Swalife Biotech<\/strong> is committed to developing innovative, sustainable, and AI-powered toxicity testing solutions that accelerate scientific discovery and improve global healthcare.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>References<\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:list {\"ordered\":true,\"start\":1} -->\n<ol start=\"1\" class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Meyer BN, Ferrigni NR, Putnam JE, Jacobsen LB, Nichols DE, McLaughlin JL. Brine shrimp: A convenient general bioassay for active plant constituents. <em>Planta Med<\/em>. 1982;45(5):31\u201334.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Hamidi MR, Jovanova B, Panovska TK. Toxicological evaluation of the plant products using <em>Brine Shrimp (Artemia salina)<\/em> model. <em>Maced Pharm Bull<\/em>. 2014;60(1):9\u201318.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Rajabi S, Ramazani A, Hamidi M, Naji T. <em>Artemia salina<\/em> as a model organism in toxicity assessment of nanoparticles. <em>DARU J Pharm Sci<\/em>. 2015;23:20.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Ntungwe E, Dom\u00ednguez-Mart\u00edn EM, Roberto A, et al. Evaluation of toxicity using the brine shrimp lethality assay: A review. <em>NCBI\/PMC<\/em>. 2021.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>McLaughlin JL. Bench-top bioassays for the discovery of bioactive natural products. In: Hostettmann K, editor. <em>Methods in Plant Biochemistry<\/em>. Academic Press.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>OECD. Guidance Document on Good In Vitro Method Practices (GIVIMP). Paris: OECD Publishing; 2018.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Swalife Biotech. (2026). <em>Swalife Bioassay Intelligence\u2122: AI-enabled brine shrimp bioassays for predictive toxicity screening and early drug discovery<\/em> (White Paper). Swalife Biotech Pvt. Ltd., Pune, India.<\/li>\n<!-- \/wp:list-item --><\/ol>\n<!-- \/wp:list -->","protected":false},"excerpt":{"rendered":"<p>Dr. Pravin D. Badhe, Swalife Biotech Pvt. Ltd. Ireland, India . Doi: &#8211; 10.5281\/zenodo.21929821 Introduction The development of new pharmaceuticals, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":86,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[2,11,10],"tags":[],"class_list":["post-85","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-in-drug-discovery","category-new-approach-methodologies-nams","category-preclinical"],"_links":{"self":[{"href":"https:\/\/blog.swalifebiotech.com\/index.php?rest_route=\/wp\/v2\/posts\/85","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.swalifebiotech.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.swalifebiotech.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.swalifebiotech.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.swalifebiotech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=85"}],"version-history":[{"count":9,"href":"https:\/\/blog.swalifebiotech.com\/index.php?rest_route=\/wp\/v2\/posts\/85\/revisions"}],"predecessor-version":[{"id":96,"href":"https:\/\/blog.swalifebiotech.com\/index.php?rest_route=\/wp\/v2\/posts\/85\/revisions\/96"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.swalifebiotech.com\/index.php?rest_route=\/wp\/v2\/media\/86"}],"wp:attachment":[{"href":"https:\/\/blog.swalifebiotech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=85"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.swalifebiotech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=85"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.swalifebiotech.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=85"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}