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	<title>protein post-translational modifications &#8211; Science</title>
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	<title>protein post-translational modifications &#8211; Science</title>
	<link>https://scienmag.com</link>
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		<title>Chiral Protein Modifications Found from D- and L-2HG</title>
		<link>https://scienmag.com/chiral-protein-modifications-found-from-d-and-l-2hg/</link>
		
		<dc:creator><![CDATA[Bethany Barker]]></dc:creator>
		<pubDate>Tue, 17 Mar 2026 16:05:46 +0000</pubDate>
				<category><![CDATA[Chemistry]]></category>
		<category><![CDATA[2-hydroxyglutarate stereoisomers]]></category>
		<category><![CDATA[chemoproteomics in metabolic studies]]></category>
		<category><![CDATA[chiral protein modifications]]></category>
		<category><![CDATA[D-2HG protein modifications]]></category>
		<category><![CDATA[enantiomer-specific protein modification]]></category>
		<category><![CDATA[isotope labeling in protein research]]></category>
		<category><![CDATA[L-2HG protein modifications]]></category>
		<category><![CDATA[mass spectrometry for protein analysis]]></category>
		<category><![CDATA[metabolic regulation and epigenetics]]></category>
		<category><![CDATA[metabolic signaling pathways]]></category>
		<category><![CDATA[protein post-translational modifications]]></category>
		<category><![CDATA[therapeutic targets in metabolic diseases]]></category>
		<guid isPermaLink="false">https://scienmag.com/chiral-protein-modifications-found-from-d-and-l-2hg/</guid>

					<description><![CDATA[In a groundbreaking study poised to reshape our understanding of metabolic regulation and epigenetics, researchers have unveiled the distinct roles of the two chiral forms of 2-hydroxyglutarate (2HG)—D-2HG and L-2HG—in protein modifications. The investigation, published in Nature Chemistry, reveals that these stereoisomers induce unique protein post-translational modifications (PTMs) that are selectively recognized and catalyzed in [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>In a groundbreaking study poised to reshape our understanding of metabolic regulation and epigenetics, researchers have unveiled the distinct roles of the two chiral forms of 2-hydroxyglutarate (2HG)—D-2HG and L-2HG—in protein modifications. The investigation, published in <em>Nature Chemistry</em>, reveals that these stereoisomers induce unique protein post-translational modifications (PTMs) that are selectively recognized and catalyzed in cellular environments, highlighting a layer of biological complexity previously underappreciated in metabolic signaling and disease pathology.</p>
<p>The molecule 2-hydroxyglutarate has long attracted scientific interest due to its elevation in certain cancers and metabolic diseases, but this new research draws a critical distinction between the D- and L-enantiomers, showing that each enantiomer differentially modifies proteins through covalent modifications. This chiral specificity not only underscores the nuanced biochemical pathways governing cellular function but also opens novel avenues for therapeutic intervention by targeting enantiomer-specific pathways.</p>
<p>Through an advanced combination of chemoproteomics and high-resolution mass spectrometry, the team meticulously charted the landscape of protein modifications induced by D-2HG and L-2HG. This technical feat involved the use of isotope labeling and tailored probes that allowed the researchers to discriminate between the modifications triggered by each enantiomer, thereby unveiling a dichotomous set of protein targets. Notably, the discovery challenges the previously held assumption that the two forms of 2HG were functionally redundant in modifying cellular proteins.</p>
<p>The study’s methodologies incorporated cutting-edge chiral separation techniques and peptide mapping protocols that enabled a detailed, site-specific analysis of PTMs. The researchers harnessed these tools to connect the presence of D- or L-2HG with distinct signature modifications on lysine and glutamate residues of a subset of proteins implicated in chromatin remodeling and metabolic control. This revelation emphasizes a deeper layer of chiral influence on the epigenome and proteome.</p>
<p>Integral to this research was the identification of novel &#8216;chiral PTMs&#8217; that occur in the presence of D- or L-2HG. These modifications extend beyond classical acetylation or methylation, involving the formation of unique hydroxyglutarate adducts on protein amino acid side chains. The presence of these adducts translates into altered protein functions, a discovery pointing to an intricate mechanism where cellular metabolism directly rewires signaling networks through enantiomer-selective protein modifications.</p>
<p>From a disease perspective, both D-2HG and L-2HG are known oncometabolites, elevated in diverse cancers such as gliomas and leukemias. However, this study clarifies that the pathological impact of these metabolites arises from their differential PTM profiles, which may contribute to oncogenesis through altered regulation of histone marks, DNA repair proteins, and metabolic enzymes. Targeting these chirally dependent PTMs could provide a precision medicine strategy that selectively neutralizes the pathological ligand form.</p>
<p>Moreover, this research invites a revisitation of the role of 2HG in metabolic reprogramming, a hallmark of cancer biology. By establishing the molecular specificity of these chirally distinct protein modifications, the work enhances our understanding of the biochemical basis underlying the metabolic shifts seen in tumor cells. This insight could catalyze the development of small-molecule inhibitors or degraders designed to block the formation or recognition of one specific enantiomer-induced PTM.</p>
<p>The implications extend beyond oncology. Because metabolic intermediates frequently act as signaling molecules, the chiral specificity observed here suggests that stereochemistry should be incorporated more broadly into studying metabolite-protein interactions. This could revolutionize fields like neurobiology, immunology, and metabolic disorders, where subtle chemical permutations of metabolites might dictate vastly different physiological outcomes.</p>
<p>In terms of structural biology, the study reveals that protein domains traditionally implicated in reading epigenetic marks exhibit a remarkable ability to distinguish between D- and L-2HG modifications. This suggests that molecular recognition is far more sensitive to stereochemical context than previously appreciated, challenging one-dimensional models of ligand binding and enzyme specificity.</p>
<p>The discovery also raises fascinating evolutionary questions. How did cells evolve to detect and respond differently to mirror-image metabolites? The chiral discrimination uncovered by Zhang et al. hints at an evolutionary pressure to maintain stereochemical fidelity, given the profound regulatory consequences. This could inspire new evolutionary biology inquiries into the origins of chirality in biochemistry.</p>
<p>From a technical standpoint, the study captured the challenges of analyzing chiral small molecules in biological contexts, where they often co-exist and interconvert. The researchers’ approach—developing selective chemical probes coupled with tandem mass spectrometry—sets a new standard for detecting and quantifying enantiomer-specific modifications, potentially serving as a blueprint for future studies in metabolomics.</p>
<p>Importantly, this work not only identifies the modifications themselves but also begins to unravel their impact on protein function. Functional assays demonstrated that the L-2HG-mediated modifications inhibit enzyme activity in certain metabolic pathways, whereas D-2HG-linked PTMs activate or stabilize specific protein complexes. This dualistic modulation underscores the biological importance of stereospecific metabolite signaling.</p>
<p>The translational potential of this research is nothing short of exciting. Understanding how D- and L-2HG differentially sculpt the proteome through PTMs could lead to biomarkers that track disease progression or response to therapy. Furthermore, it paves the way for chirality-sensitive diagnostics and treatments, tailoring interventions to the precise metabolic disturbances present in patient subgroups.</p>
<p>The research also prompts reconsideration of existing therapeutic approaches aimed at reducing total 2HG levels. By differentiating the roles of each enantiomer, it suggests that suppression strategies might be optimized by focusing selectively on the more deleterious PTM-inducing stereoisomer, potentially reducing off-target effects and increasing efficacy.</p>
<p>Finally, this landmark study by Zhang, Liu, Luo, and collaborators charts a bold new path, revealing that the chiral nature of metabolites is a critical factor in driving specific protein modifications with broad biological and clinical consequences. As we unravel these new dimensions of molecular recognition and modification, future research will undoubtedly leverage these insights to innovate next-generation therapeutics targeting the metabolite-protein interface.</p>
<hr />
<p><strong>Subject of Research</strong>: Discovery of chirally dependent protein modifications induced by D- and L-2-hydroxyglutarates, elucidating their distinct biochemical roles and impacts on cellular metabolism and epigenetics.</p>
<p><strong>Article Title</strong>: Discovery of chirally dependent protein modifications by D- and L-2-hydroxyglutarates.</p>
<p><strong>Article References</strong>:<br />
Zhang, Z., Liu, YK., Luo, Z. <em>et al.</em> Discovery of chirally dependent protein modifications by D- and L-2-hydroxyglutarates. <em>Nat. Chem.</em> (2026). <a href="https://doi.org/10.1038/s41557-026-02093-x">https://doi.org/10.1038/s41557-026-02093-x</a></p>
<p><strong>Image Credits</strong>: AI Generated</p>
<p><strong>DOI</strong>: <a href="https://doi.org/10.1038/s41557-026-02093-x">https://doi.org/10.1038/s41557-026-02093-x</a></p>
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		<post-id xmlns="com-wordpress:feed-additions:1">144145</post-id>	</item>
		<item>
		<title>Lactylation Biomarker Mechanisms in Neonatal Brain Damage</title>
		<link>https://scienmag.com/lactylation-biomarker-mechanisms-in-neonatal-brain-damage/</link>
		
		<dc:creator><![CDATA[Cassandra Pierce]]></dc:creator>
		<pubDate>Thu, 30 Oct 2025 21:31:36 +0000</pubDate>
				<category><![CDATA[Technology and Engineering]]></category>
		<category><![CDATA[gene expression and chromatin regulation]]></category>
		<category><![CDATA[innovative treatments for neonatal conditions]]></category>
		<category><![CDATA[lactylation as a biomarker]]></category>
		<category><![CDATA[lactylation-related genes analysis]]></category>
		<category><![CDATA[metabolic disruptions in neurodevelopment]]></category>
		<category><![CDATA[multi-omics approaches in medicine]]></category>
		<category><![CDATA[neonatal brain injury research]]></category>
		<category><![CDATA[neonatal hypoxic-ischemic brain damage]]></category>
		<category><![CDATA[pathophysiology of brain injury in infants]]></category>
		<category><![CDATA[pediatric neurology advancements]]></category>
		<category><![CDATA[protein post-translational modifications]]></category>
		<category><![CDATA[therapeutic targets for HIBD]]></category>
		<guid isPermaLink="false">https://scienmag.com/lactylation-biomarker-mechanisms-in-neonatal-brain-damage/</guid>

					<description><![CDATA[Neonatal hypoxic-ischemic brain damage (HIBD) remains one of the most formidable challenges confronting pediatric neurology, with devastating consequences that can persist throughout a lifetime. The intricate pathophysiology of HIBD involves complex molecular and metabolic disruptions triggered by oxygen deprivation and ischemia, leading to neuronal injury and death. Traditional therapeutic options have shown limited efficacy, prompting [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>Neonatal hypoxic-ischemic brain damage (HIBD) remains one of the most formidable challenges confronting pediatric neurology, with devastating consequences that can persist throughout a lifetime. The intricate pathophysiology of HIBD involves complex molecular and metabolic disruptions triggered by oxygen deprivation and ischemia, leading to neuronal injury and death. Traditional therapeutic options have shown limited efficacy, prompting an urgent need to unravel new molecular pathways that could pave the way for innovative treatments. In a groundbreaking study recently published in Pediatric Research, Wang et al. delve deeply into the newly emerging field of protein lactylation, exploring its crucial role in neonatal HIBD through a comprehensive multi-omics approach that unveils novel biomarkers and potential therapeutic targets.</p>
<p>Lactylation, a relatively recently identified post-translational modification, refers to the addition of lactyl groups to lysine residues on proteins. This modification is gaining attention due to its significant impact on chromatin regulation and gene expression, linking metabolic changes directly to epigenetic processes. Despite growing evidence implicating lactylation in various pathological states, its role in neonatal brain injury remains largely uncharted territory. The study by Wang and colleagues pioneers this investigation by systematically analyzing lactylation-related genes (LRGs) using state-of-the-art transcriptomic, proteomic, and metabolomic datasets derived from models of neonatal hypoxic-ischemic injury.</p>
<p>Multi-omics integration achieved in this research stands at the forefront of systems biology, enabling a holistic understanding of the molecular cascades activated post hypoxia-ischemia. The researchers employed robust bioinformatics tools to analyze gene expression profiles alongside metabolic alterations and lactylated protein quantifications, allowing for the identification of critical regulatory nodes within the HIBD molecular network. Their results highlighted a subset of LRGs exhibiting differential expression patterns tightly correlated with disease severity, suggesting these genes as potential biomarkers for early diagnosis or prognosis.</p>
<p>One of the most fascinating revelations of this study is the mechanistic insight into how lactylation modifies chromatin architecture in neuronal cells under hypoxic stress. By demonstrating increased lactylation on histones and other nuclear proteins, the team showed that lactylation facilitates the activation of pro-inflammatory and apoptotic pathways, exacerbating neuronal damage. These findings advance our understanding of the metabolic-epigenetic interface in HIBD, revealing an unappreciated layer of gene regulation that may be harnessed for therapeutic benefit.</p>
<p>Furthermore, the involvement of metabolic intermediates, especially lactate, is underscored as not merely a byproduct of anaerobic glycolysis but as a signaling molecule that profoundly influences histone lactylation. This functional role of lactate challenges prior conceptions and opens avenues to rethink metabolic contributions to brain injury outcomes. Wang et al. expertly dissect how aberrant lactate accumulation following ischemic insult potentiates pathological lactylation, disrupting cellular homeostasis and promoting neuroinflammation.</p>
<p>The deep profiling also unveiled potential cross-talk between lactylation and other post-translational modifications, such as acetylation and methylation, hinting at a sophisticated epigenetic regulatory network that determines neuronal fate after injury. The interplay among these modifications may orchestrate diverse gene expression programs that govern survival or death pathways in damaged neonatal brains. Elucidating this dynamic regulatory code holds promise for novel intervention points.</p>
<p>Significantly, the study’s comprehensive data reinforce the concept that lactylation-related pathways could serve as therapeutic targets. Pharmacologic modulation of lactylation levels—either by interfering with lactate metabolism or by directly targeting enzymes responsible for adding or removing lactyl groups—offers a tantalizing strategy for mitigating the devastating effects of HIBD. Such precision medicine approaches could shift treatment paradigms from symptomatic care to molecularly tailored neuroprotection.</p>
<p>Methodologically, the multi-omics approach employed by Wang and colleagues is exemplary for its depth and rigor. The researchers seamlessly integrated transcriptome sequencing with quantitative lactylomics and metabolomics, supported by meticulous validation experiments in cellular and animal HIBD models. Their pipeline exemplifies how modern technology can unravel complex biochemical landscapes and translate molecular findings into clinical relevance.</p>
<p>Equally compelling is the translational potential of these findings. Identifying lactylation-related biomarkers in accessible biofluids like cerebrospinal fluid or plasma may enable early, noninvasive detection of brain injury severity. This heralds a new era where clinicians can stratify risk, personalize treatment, and monitor therapeutic efficacy with unprecedented precision, ultimately improving outcomes for the most vulnerable patients.</p>
<p>While the study sets a new benchmark, it also raises compelling questions for future research: How can the temporal dynamics of lactylation during injury and recovery phases be mapped? What are the cell-type specific effects of lactylation in neurons versus glial cells? Could lactylation be exploited for enhancing regenerative responses in the neonatal brain? These open avenues are ripe for exploration.</p>
<p>On a broader scientific scale, this pioneering study shines a spotlight on lactylation as an emerging epigenetic modulator in brain pathology. By bridging metabolism and gene regulation, it invites the scientific community to rethink classical paradigms of neuroinjury and neuroprotection through the lens of metabolic-epigenetic cross-talk. The implications extend beyond neonatal brain damage to other neurological diseases with metabolic components.</p>
<p>In the era of precision medicine, uncovering metabolic-epigenetic interactions such as lactylation provides crucial insights that could revolutionize pediatric neurology. Wang et al.’s study is a vivid reminder of the power of integrative, multi-disciplinary research to transform our understanding of complex diseases and herald novel therapeutic frontiers.</p>
<p>The promise of lactylation-targeted therapeutics illustrates the exciting convergence of metabolism, epigenetics, and neuroscience. With such innovations on the horizon, hope is rekindled for affected newborns and their families confronting the daunting aftermath of hypoxic-ischemic insults. The challenge will be translating these molecular breakthroughs into safe, effective clinical interventions.</p>
<p>In conclusion, the comprehensive work by Wang and colleagues elucidates the enigmatic role of lactylation in neonatal hypoxic-ischemic brain damage. Their findings not only deepen mechanistic understanding but also chart a path toward novel diagnostic and therapeutic possibilities. As the science of lactylation rapidly evolves, it beckons a transformative era in combating neonatal brain injury with unprecedented molecular precision.</p>
<hr />
<p><strong>Subject of Research:</strong> Neonatal hypoxic-ischemic brain damage and the role of lactylation-related genes.</p>
<p><strong>Article Title:</strong> Mechanisms of lactylation-related biomarker in neonatal hypoxic-ischemic brain damage analyzed through multi-omics data.</p>
<p><strong>Article References:</strong><br />
Wang, X., Zhou, W., Chen, X. <em>et al.</em> Mechanisms of lactylation-related biomarker in neonatal hypoxic-ischemic brain damage analyzed through multi-omics data. <em>Pediatr Res</em> (2025). <a href="https://doi.org/10.1038/s41390-025-04538-4">https://doi.org/10.1038/s41390-025-04538-4</a></p>
<p><strong>Image Credits:</strong> AI Generated</p>
<p><strong>DOI:</strong> <a href="https://doi.org/10.1038/s41390-025-04538-4">https://doi.org/10.1038/s41390-025-04538-4</a></p>
]]></content:encoded>
					
		
		
		<post-id xmlns="com-wordpress:feed-additions:1">98974</post-id>	</item>
		<item>
		<title>Glycosylation Profiles in IgG: Pancreatic Cancer Insights</title>
		<link>https://scienmag.com/glycosylation-profiles-in-igg-pancreatic-cancer-insights/</link>
		
		<dc:creator><![CDATA[Nathaniel Bowman]]></dc:creator>
		<pubDate>Tue, 14 Oct 2025 15:14:11 +0000</pubDate>
				<category><![CDATA[Medicine]]></category>
		<category><![CDATA[advancements in cancer diagnostics]]></category>
		<category><![CDATA[Clinical Proteomics research]]></category>
		<category><![CDATA[diagnostic methodologies for cancer]]></category>
		<category><![CDATA[Glycosylation profiles in IgG]]></category>
		<category><![CDATA[immunoglobulin G analysis]]></category>
		<category><![CDATA[late-stage pancreatic cancer diagnosis]]></category>
		<category><![CDATA[N-glycosylation patterns]]></category>
		<category><![CDATA[pancreatic cancer biomarkers]]></category>
		<category><![CDATA[personalized medicine in oncology]]></category>
		<category><![CDATA[protein post-translational modifications]]></category>
		<category><![CDATA[site-specific glycosylation analysis]]></category>
		<category><![CDATA[tumorigenesis and glycosylation]]></category>
		<guid isPermaLink="false">https://scienmag.com/glycosylation-profiles-in-igg-pancreatic-cancer-insights/</guid>

					<description><![CDATA[In the quest to unlock the mysteries of pancreatic cancer, researchers have increasingly turned their attention to the role of glycosylation in disease diagnosis and progression. A recent study published in Clinical Proteomics sheds light on the intricate relationship between specific N-glycosylation patterns and the presence of pancreatic cancer, marking a significant advancement in diagnostic [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>In the quest to unlock the mysteries of pancreatic cancer, researchers have increasingly turned their attention to the role of glycosylation in disease diagnosis and progression. A recent study published in <em>Clinical Proteomics</em> sheds light on the intricate relationship between specific N-glycosylation patterns and the presence of pancreatic cancer, marking a significant advancement in diagnostic methodologies. This groundbreaking research, led by experts Jin, Hu, and Gu, details the quantitative analysis of site-specific N-glycosylation on immunoglobulin G (IgG) molecules, revealing critical insights into potential biomarkers for this lethal form of cancer.</p>
<p>Pancreatic cancer remains one of the most deadly malignancies, with a sobering five-year survival rate that often hovers around 10%. The late-stage diagnosis of pancreatic cancer has historically posed significant challenges to effective treatment and patient outcomes. As scientists continue to explore the biological underpinnings of this complex disease, the identification of novel diagnostics has become a crucial goal. The recent findings offer hope that personalized medicine can be enriched through a deeper understanding of glycosylation changes that accompany tumorigenesis.</p>
<p>The study&#8217;s innovative approach centers on the precise analysis of N-glycosylation, a critical post-translational modification that affects protein function and stability. N-glycans attached to the IgG molecules serve as both functional and structural components, influencing the immune response. Changes in the glycosylation patterns of IgG in patients with pancreatic cancer have been shown to correlate with disease presence, making it a promising avenue for diagnostic exploration. By utilizing advanced techniques, the research team was able to elucidate the specific glyco-signatures characteristic of pancreatic cancer.</p>
<p>Within the framework of the study, the researchers undertook a quantitative profiling of IgG glycoforms, employing a range of cutting-edge mass spectrometry techniques. This method allowed them to dissect and identify the particular glycosylation sites on the IgG molecule. With extraordinary precision, the researchers were able to spotlight alterations in glycan expressions associated with cancerous conditions compared to healthy controls. Such granular data enables a more refined understanding of how these modifications can serve as potential biomarkers for disease detection.</p>
<p>In their analysis, the team discovered distinct variations in N-glycan structures between pancreatic cancer patients and the control group. The observations highlighted a decrease in galactosylation and an increase in fucosylation patterns within the tumor-affected patients. These findings mirror previous research suggesting that certain glycosylation changes could influence immune evasion by tumors, further illustrating the nuanced interplay between cancer and glycan composition. The implications of this research extend beyond mere diagnostics, suggesting that glycosylation profiles could soon become integral components of individualized treatment protocols.</p>
<p>Another remarkable aspect of the findings hinges on the potential for early detection. The ability to discern specific IgG glyco-signatures could pave the way for the development of screening tools to catch pancreatic cancer in its nascent stages, dramatically improving patient survival odds. As the research highlights, earlier interventions could mean the difference between a treatable condition and a terminal diagnosis, underscoring the urgency for continued exploration of glycosylation patterns in other cancer types as well.</p>
<p>The researchers ambitiously advocate for these glyco-signatures to be incorporated into clinical settings. If validated through further studies, such diagnostic tools could lead to revolutionary changes in how pancreatic cancer is detected and managed within healthcare systems worldwide. Clinical implementation would require collaboration across various scientific domains, including oncology, immunology, and glycomics, to fully realize the potential of these strategies.</p>
<p>The research team plans to continue their studies, aiming to explore the mechanistic roles that specific glycosylation changes play in pancreatic cancer pathogenesis. Understanding the biological importance of these alterations will be pivotal in elucidating their functional consequences and how they may contribute to disease progression. By revealing these connections, they hope to offer insights into therapeutic windows and intervention strategies that target the underlying biology of pancreatic cancer.</p>
<p>Furthermore, while the focus has been predominantly on IgG glycosylation, the research team&#8217;s methodology could also be applied to other proteins and glycoproteins relevant in cancer biology. This multidimensional approach could open up new avenues for research and ultimately facilitate the discovery of additional biomarkers across various cancers. The integration of technology, biology, and clinical implications paints a promising picture for the future of cancer diagnostics and treatment paradigms.</p>
<p>Overall, this innovative study represents a significant contribution to the field of cancer research, particularly in the context of pancreatic cancer. By elucidating the connections between N-glycosylation patterns and disease states, the authors pave the way for a new era of precision medicine that harnesses the power of glycan profiling. As research continues to evolve, the hope is that these advancements will not only improve diagnostic accuracy but also usher in transformative therapies aimed at conquering one of the most challenging cancers we face today.</p>
<p>In conclusion, the work detailed by Jin, Hu, and Gu presents a leap forward in pancreatic cancer diagnostics through the robust analysis of IgG glyco-signatures. As this research garners attention, it sets the stage for collaborative efforts that span multiple disciplines, signaling a paradigm shift in our approach to understanding and fighting cancer. Through the lens of glycosylation research, we can envision a future where early detection and personalized treatment strategies become the norm, significantly altering the prognosis for patients battling this formidable disease.</p>
<p><strong>Subject of Research</strong>: Glycosylation in pancreatic cancer diagnosis</p>
<p><strong>Article Title</strong>: Quantitative site-specific N-glycosylation analysis reveals IgG glyco-signatures for pancreatic cancer diagnosis.</p>
<p><strong>Article References</strong>:</p>
<p class="c-bibliographic-information__citation">Jin, Y., Hu, R., Gu, Y. <i>et al.</i> Quantitative site-specific N-glycosylation analysis reveals IgG glyco-signatures for pancreatic cancer diagnosis.<br />
<i>Clin Proteom</i> <b>21</b>, 68 (2024). <a href="https://doi.org/10.1186/s12014-024-09522-4">https://doi.org/10.1186/s12014-024-09522-4</a></p>
<p><strong>Image Credits</strong>: AI Generated</p>
<p><strong>DOI</strong>:</p>
<p><strong>Keywords</strong>: Pancreatic cancer, N-glycosylation, IgG glyco-signatures, biomarkers, diagnostic tools.</p>
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