{"id":19030,"date":"2025-08-05T08:00:00","date_gmt":"2025-08-05T08:00:00","guid":{"rendered":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/?p=19030"},"modified":"2025-07-25T15:25:04","modified_gmt":"2025-07-25T15:25:04","slug":"beyond-the-burn-how-mass-spectrometry-is-redefining-what-we-know-about-metabolism","status":"publish","type":"post","link":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/beyond-the-burn-how-mass-spectrometry-is-redefining-what-we-know-about-metabolism\/","title":{"rendered":"Beyond the Burn: How mass spectrometry is redefining what we know about metabolism"},"content":{"rendered":"\n<p>In today\u2019s data-driven wellness culture, we track everything. Smartwatches calculate calorie burn. Apps log macros. Sleep scores populate every morning. But for all the tracking and trends, one truth remains: We still don\u2019t fully understand how human metabolism works, at least not with the depth it deserves.<\/p>\n\n\n\n<p>Why does the same diet transform one person but stall another?<br>Why do some individuals gain weight while eating \u201chealthy\u201d?<br>Why does recovery vary even when exercise routines are identical?<\/p>\n\n\n\n<p>To answer these questions, scientists aren\u2019t turning to consumer devices. They\u2019re building rooms that breathe.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-inside-the-human-calorimeter-where-breath-becomes-data\"><strong>Inside the human calorimeter: Where breath becomes data<\/strong><\/h2>\n\n\n\n<p>A human calorimeter is more than a sealed room. It\u2019s a scientific environment designed to measure metabolic activity with extraordinary precision. Subjects can sleep, eat, work, and exercise in the space while researchers monitor their oxygen consumption and carbon dioxide production continuously.<\/p>\n\n\n\n<p>The principle is known as indirect calorimetry. By tracking gas exchange, scientists calculate energy expenditure and determine which fuel\u2014carbohydrates, fats, or proteins\u2014the body is using at any moment. This is achieved through the respiratory quotient (RQ), the ratio of CO\u2082 produced to O\u2082 consumed.<\/p>\n\n\n\n<p>It\u2019s not theory. It\u2019s measurement. But it comes with challenges.<\/p>\n\n\n\n<p>The air volume in a typical calorimeter chamber is around 20,000 liters. When a person\u2019s metabolism shifts, the resulting change in O\u2082 or CO\u2082 might be just 0.03 mol%. Detecting that level of change reliably over hours or days demands analytical tools with sub-0.002 mol% precision, a level beyond the scope of conventional analyzers.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-why-guesswork-doesn-t-work-the-problem-with-averages\"><strong>Why guesswork doesn\u2019t work: The problem with averages<\/strong><\/h2>\n\n\n\n<p>Modern health advice is often built around averages. Average calorie burn. Average diet response. Average training load. But averages ignore the nuance that matters most\u2014individual metabolic variability.<\/p>\n\n\n\n<p>Consider the concept of diet-induced thermogenesis (DIT), the increase in metabolic rate following food intake. For some individuals, eating raises oxygen consumption by as little as 0.02 to 0.05 liters per minute. In a room filled with circulating air, this subtle shift is barely detectable without precise measurement.<\/p>\n\n\n\n<p>When it comes to metabolic research, that precision is critical. If the tools used can\u2019t differentiate a shift of 50 ppm O\u2082, the impact of a meal, a night\u2019s sleep, or a stressful event could be missed entirely.<\/p>\n\n\n\n<p>And that has implications, not just for researchers, but for the development of personalized nutrition plans, treatment of chronic illness, and understanding energy balance at a population level.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-value-of-mass-spectrometry-in-human-calorimetry\"><strong>The value of mass spectrometry in human calorimetry<\/strong><\/h2>\n\n\n\n<p>To meet these demands, research centers rely on <a href=\"https:\/\/www.thermofisher.com\/us\/en\/home\/industrial\/manufacturing-processing\/process-analytical-systems-equipment\/process-mass-spectrometers.html?icid=CAD_blog_LSM_2025August\" target=\"_blank\" rel=\"noreferrer noopener\">mass spectrometry<\/a>, specifically instruments designed for high-precision gas analysis over long durations.<\/p>\n\n\n\n<p>Mass spectrometry enables:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Continuous, real-time tracking of O\u2082 and CO\u2082 at extremely low concentration differentials<\/li>\n\n\n\n<li>Long-term reproducibility with minimal drift, critical for studies lasting several days<\/li>\n\n\n\n<li>Fault-tolerant operation even in complex environments where air composition can fluctuate<\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/www.thermofisher.com\/order\/catalog\/product\/PRIMAANLYZ710?icid=CAD_blog_LSM_2025August\" target=\"_blank\" rel=\"noreferrer noopener\">Magnetic sector-based mass spectrometers<\/a> (MS) have been applied in this space due to their inherent analytical stability and high-energy ion beam design. Their characteristic flat-topped peaks representing molecules at each mass number help ensure levels of precision over very long time periods, avoiding the slow drift of results that would appear with a lower specification quadrupole MS, making them uniquely suited for long-duration calorimetry studies.<\/p>\n\n\n\n<p>In this application, the analyzer is not tracking ambient air alone. It\u2019s capturing the human response to food, sleep, exercise, and environment, moment by moment.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-equations-behind-the-data\"><strong>Equations behind the data<\/strong><\/h2>\n\n\n\n<p>Human calorimetry studies often involve calculating:<\/p>\n\n\n\n<p><strong>O\u2082 Consumption Rate<\/strong><br>= (flow \u00d7 0.01 \u00d7 ([O\u2082 in] \u2013 [O\u2082 out])) \u2013 (chamber volume \u00d7 0.01 \u00d7 d[O\u2082 out]\/dt)<\/p>\n\n\n\n<p><strong>CO\u2082 Evolution Rate<\/strong><br>= (flow \u00d7 0.01 \u00d7 ([CO\u2082 out] \u2013 [CO\u2082 in])) + (chamber volume \u00d7 0.01 \u00d7 d[CO\u2082 out]\/dt)<\/p>\n\n\n\n<p>These calculations account for both the air entering and leaving the chamber, as well as internal volume changes. Without consistent and precise gas concentration data, the entire metabolic profile would be compromised.<\/p>\n\n\n\n<p>The value lies in how small changes, barely noticeable on a graph, translate into meaningful physiological insight. A 0.2 L\/min increase in oxygen uptake during recovery, or a delayed CO\u2082 spike after exercise, tells researchers how the body is adapting in real time.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-case-insight-exercise-rest-and-recovery\"><strong>Case insight: Exercise, rest, and recovery<\/strong><\/h2>\n\n\n\n<p>In one published study, researchers observed a subject through rest, 30 minutes of stationary cycling, and a subsequent cool-down period. As expected, O\u2082 and CO\u2082 concentrations shifted during exercise and returned slowly to baseline afterward.<\/p>\n\n\n\n<p>While the shifts during exercise were pronounced, more subtle but equally valuable were the changes during post-meal periods (DIT). These required mass spectrometry to identify a smooth increase in O\u2082 consumption of less than 0.05 L\/min, undetectable by alternative tools.<\/p>\n\n\n\n<p>It\u2019s these small changes that provide the clearest window into metabolic flexibility. How efficiently the body transitions between fuel sources. How it responds to different macronutrients. And how those responses vary by individual.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-accounting-for-external-influence\"><strong>Accounting for external influence<\/strong><\/h2>\n\n\n\n<p>Another layer of complexity in calorimetry studies is the environmental variability of incoming air. External O\u2082 and CO\u2082 levels can fluctuate due to time of day, sunlight, or even nearby human activity.<\/p>\n\n\n\n<p>A <a href=\"https:\/\/www.thermofisher.com\/order\/catalog\/product\/PRIMAANLYZ710?icid=CAD_blog_LSM_2025August\" target=\"_blank\" rel=\"noreferrer noopener\">mass spectrometer<\/a> equipped with multi-stream sampling helps ensure that both inlet and outlet air are analyzed in tandem, correcting for these ambient shifts. This capability allows researchers to isolate what\u2019s happening inside the subject\u2019s body from what\u2019s occurring outside the chamber.<\/p>\n\n\n\n<p>In one 24-hour dataset, researchers observed clear circadian patterns in ambient air quality. This emphasized that without dual-stream analysis, those shifts could be misinterpreted as metabolic activity.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-precision-matters-more-now-than-ever\"><strong>Precision matters more now than ever<\/strong><\/h2>\n\n\n\n<p>We\u2019re in the middle of a health evolution. The rise of chronic conditions like obesity and diabetes, the growing interest in personalized nutrition, and the push for performance optimization all hinge on one thing\u2014better data.<\/p>\n\n\n\n<p>Human calorimetry, supported by precise gas analysis, offers just that.<\/p>\n\n\n\n<p>It\u2019s being used to study:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The impact of meal timing on metabolism<\/li>\n\n\n\n<li>Metabolic dysfunction in long COVID and chronic fatigue<\/li>\n\n\n\n<li>The effect of shift work and circadian disruption on energy use<\/li>\n\n\n\n<li>How age, gender, and genetics influence metabolic flexibility<\/li>\n<\/ul>\n\n\n\n<p>These aren\u2019t abstract questions. They affect how people eat, train, sleep, and recover. And every answer starts with the same thing: a breath.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-final-thought-where-human-breath-meets-hard-data\"><strong>Final thought: Where human breath meets hard data<\/strong><\/h2>\n\n\n\n<p>In a world full of assumptions and averages, human calorimetry offers something rare\u2014evidence. Breath-by-breath insight. A mirror reflecting the unique story of each metabolism.<\/p>\n\n\n\n<p><a href=\"https:\/\/www.thermofisher.com\/us\/en\/home\/industrial\/manufacturing-processing\/process-analytical-systems-equipment\/process-mass-spectrometers.html?icid=CAD_blog_LSM_2025August\">Mass spectrometry<\/a> doesn\u2019t just measure change. It reveals the hidden rhythms of the body. The small uptick in oxygen consumption after a meal. The slowed recovery after a poor night\u2019s sleep. The metabolic signals of aging, resilience, and adaptation.<\/p>\n\n\n\n<p>This isn\u2019t just research. It\u2019s the foundation of next-generation healthcare. Personalized plans. Informed recovery. Nutrition that responds to the individual.<\/p>\n\n\n\n<p>These are the kinds of insights that shape athlete performance, transform treatment strategies, and change lives.<\/p>\n\n\n\n<p>In a chamber filled with air and intention, with every molecule accounted for, science is capturing something extraordinary. The body\u2019s truth.<\/p>\n\n\n\n<p>We\u2019re not just learning how humans burn energy. We\u2019re learning how we live.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-additional-resources\">Additional Resources<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.thermofisher.com\/us\/en\/home\/industrial\/manufacturing-processing\/improving-pharmaceutical-biotech-manufacturing-processes-production-methods.html?icid=CAD_blog_LSM_2025July\">Pharma Manufacturing Technologies and Solutions<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.thermofisher.com\/order\/catalog\/product\/PRIMAANLYZ710?icid=CAD_blog_LSM_2025August\">Thermo Scientific Primo Pro mass spectrometers<\/a><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In today\u2019s data-driven wellness culture, we track everything. Smartwatches calculate calorie burn. Apps log macros. Sleep scores populate every morning. But for all the tracking and trends, one truth remains: We still don\u2019t fully understand how human metabolism works, at least not with the depth it deserves. Why does the same diet transform one person<\/p>\n","protected":false},"author":38,"featured_media":19031,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_monsterinsights_skip_tracking":false,"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[172,1087],"tags":[2504,90,2503],"division":[2350],"class_list":{"0":"post-19030","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-general","8":"category-pharmamfg","9":"tag-calorimeter","10":"tag-mass-spectrometry","11":"tag-metabolism","12":"division-cad","13":"entry"},"_selected_authors":[],"_selected_reviewers":[],"acf":[],"yoast_head":"<!-- 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2026","format":false,"excerpt":"In conversation with Professor Anandwardhan Hardikar Detecting type 1 diabetes (T1D) before major pancreatic damage occurs remains one of the biggest challenges in the field. By the time most patients are diagnosed, a large proportion of insulin-producing islet \u03b2-cells have already been lost. Traditional markers such as blood glucose or\u2026","rel":"","context":"In &quot;Complex Diseases&quot;","block_context":{"text":"Complex Diseases","link":"https:\/\/admin.acceleratingscience.com\/behindthebench\/complex-diseases\/"},"img":{"alt_text":"Professor Anandwardhan Hardikar discussing type 1 diabetes biomarker research in front of molecular biology data visualizations.","src":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/07\/hardikar_Lisa-Crawford.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/07\/hardikar_Lisa-Crawford.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/07\/hardikar_Lisa-Crawford.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/07\/hardikar_Lisa-Crawford.jpg?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/07\/hardikar_Lisa-Crawford.jpg?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/07\/hardikar_Lisa-Crawford.jpg?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":19538,"url":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/why-continuous-real-time-raman-pat-outperforms-discrete-pat-in-bioprocessing\/","url_meta":{"origin":19030,"position":1},"title":"Why Continuous Real-Time Raman PAT Outperforms Discrete PAT in Bioprocessing","author":"Marlene Gasdia-Cochrane","date":"April 7, 2026","format":false,"excerpt":"Overview Continuous, in-line, real-time process Raman spectroscopy significantly outperforms discrete PAT approaches in bioprocessing. By enabling deeper process understanding and proactive control, Raman spectroscopy can monitor upstream monoclonal antibody production through real-time measurements of glucose and lactate, which enables automated feedback control that significantly increased titer and reduced glycation (as\u2026","rel":"","context":"In &quot;Pharma &amp; Biotech Manufacturing&quot;","block_context":{"text":"Pharma &amp; Biotech Manufacturing","link":"https:\/\/admin.acceleratingscience.com\/behindthebench\/pharmamfg\/"},"img":{"alt_text":"bioprocessing facility","src":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/04\/cropped_1236x350.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/04\/cropped_1236x350.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/04\/cropped_1236x350.png?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/04\/cropped_1236x350.png?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/04\/cropped_1236x350.png?resize=1050%2C600&ssl=1 3x"},"classes":[]},{"id":19755,"url":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/deterministic-programming-ipsc-disease-modeling\/","url_meta":{"origin":19030,"position":2},"title":"Finding the \u201cCheat Codes\u201d to Cell Identity: Deterministic Programming of iPSCs","author":"Ashleigh Barlow","date":"May 15, 2026","format":false,"excerpt":"Article Summary Fiona Connolly, formerly Platform Innovation and Automation Scientist at bit.bio, joins Absolute Gene-ius to discuss how deterministic programming is reshaping stem cell biology, disease modeling, and drug discovery. With a background spanning molecular biology, cell engineering, and automation, Fiona brings a unique perspective on how genetic \u201ccheat codes\u201d\u2026","rel":"","context":"In &quot;Gene Editing&quot;","block_context":{"text":"Gene Editing","link":"https:\/\/admin.acceleratingscience.com\/behindthebench\/gene-editing\/"},"img":{"alt_text":"Portrait of Fiona Connolly speaking on stem cell engineering and deterministic programming technologies.","src":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/05\/Connolly-LI-profile-pic-1_Jordan-Ruggieri-1.jpeg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/05\/Connolly-LI-profile-pic-1_Jordan-Ruggieri-1.jpeg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/05\/Connolly-LI-profile-pic-1_Jordan-Ruggieri-1.jpeg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/05\/Connolly-LI-profile-pic-1_Jordan-Ruggieri-1.jpeg?resize=700%2C400&ssl=1 2x"},"classes":[]},{"id":19658,"url":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/is-raman-spectroscopy-a-better-verification-method-in-pharmaceutical-manufacturing\/","url_meta":{"origin":19030,"position":3},"title":"Is Raman Spectroscopy a Better Verification Method in Pharmaceutical Manufacturing?","author":"Marlene Gasdia-Cochrane","date":"May 5, 2026","format":false,"excerpt":"Article Summary Verification testing is a critical step in pharmaceutical manufacturing, helping to ensure that every product released meets strict safety, quality, and regulatory standards. Verification helps ensure that products contain the correct active ingredients, meet concentration specifications, are free from contamination, and maintain structural and chemical integrity. This process\u2026","rel":"","context":"In &quot;Pharma &amp; Biotech Manufacturing&quot;","block_context":{"text":"Pharma &amp; Biotech Manufacturing","link":"https:\/\/admin.acceleratingscience.com\/behindthebench\/pharmamfg\/"},"img":{"alt_text":"Yellow pill and red check mark sitting on brown wood surface in front of abstract defocused background. Horizontal composition with selective focus and copy space. Front view. Drug approval concept.","src":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/04\/iStock-1223991858.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/04\/iStock-1223991858.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/04\/iStock-1223991858.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/04\/iStock-1223991858.jpg?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/04\/iStock-1223991858.jpg?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/04\/iStock-1223991858.jpg?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":19801,"url":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/how-process-analytical-technology-enables-real-time-quality-control-in-pharmaceutical-manufacturing\/","url_meta":{"origin":19030,"position":4},"title":"How Process Analytical Technology Enables Real-time Quality Control in Pharmaceutical Manufacturing","author":"Marlene Gasdia-Cochrane","date":"July 7, 2026","format":false,"excerpt":"Article Summary Process analytical technology (PAT) is transforming pharmaceutical manufacturing by enabling real-time monitoring, process understanding, and quality control throughout the production lifecycle. By combining advanced analytics, in-line sensors, data modeling, and automation, PAT helps manufacturers identify critical process parameters (CPPs), improve product quality, reduce deviations, and support real-time release\u2026","rel":"","context":"In &quot;Pharma &amp; Biotech Manufacturing&quot;","block_context":{"text":"Pharma &amp; Biotech Manufacturing","link":"https:\/\/admin.acceleratingscience.com\/behindthebench\/pharmamfg\/"},"img":{"alt_text":"test tubes and pharmaceutical products","src":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/06\/iStock-1025828074_pat-scaled.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/06\/iStock-1025828074_pat-scaled.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/06\/iStock-1025828074_pat-scaled.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/06\/iStock-1025828074_pat-scaled.jpg?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/06\/iStock-1025828074_pat-scaled.jpg?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/06\/iStock-1025828074_pat-scaled.jpg?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":19585,"url":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/advanced-verification-in-pharmaceutical-manufacturing-using-raman-spectroscopy\/","url_meta":{"origin":19030,"position":5},"title":"Advanced Verification in Pharmaceutical Manufacturing Using Raman Spectroscopy","author":"Marlene Gasdia-Cochrane","date":"April 21, 2026","format":false,"excerpt":"Article Summary Pharmaceutical manufacturing relies on strict quality control to ensure that every product released to the market is safe, effective, and compliant with regulatory standards. 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