Revealing Hidden Molecules That Shape Human Health Using Advanced Mass Spectrometry
Many molecules that impact human health exist in extraordinarily small amounts or are hidden within highly complex biological mixtures. Detecting them accurately has long been one of the greatest challenges in chemistry, medicine, and food science. Recent breakthroughs in LC-MS-based analytical techniques now enable researchers to observe these “hidden molecules” with unprecedented sensitivity and accuracy.
Through a series of recent studies, Prof. Wu Jian-Lin and Li Na at the Macau University of Science and Technology (MUST) have created new analytical tools capable of detecting trace metabolites, differentiating similar compounds, and mapping molecular interactions that were previously invisible. These advancements allow researchers to explore how diet, environmental exposure, pharmaceuticals, and biological metabolism intersect at the molecular level. By enhancing the sensitivity and selectivity of detection methods, these technologies help uncover chemical signals that were once impossible to measure, opening new avenues for understanding health and disease [1], [2].
One of the key challenges in molecular science is distinguishing compounds that look similar but behave very differently in biological systems. To tackle this, the researcher team have developed innovative analytical methods combining advanced liquid chromatography with high-resolution mass spectrometry.
For instance, new computational and analytical strategies can accurately differentiate anthocyanins from other similar flavonoids, enabling better study of plant-derived bioactive compounds [3]. Likewise, novel LC–MS workflows have been established to profile disaccharides and tell apart sugar isomers that previously could not be easily separated or identified [4]. These advances give researchers powerful tools to analyze complex chemical mixtures found in foods, tissues, and natural products. By resolving subtle structural differences, scientists can better understand how specific molecules affect metabolism, nutrition, and biological function.
Beyond structural identification, advanced analytical techniques are uncovering how molecules interact with biological systems. The team also focus on environmental chemicals, identifying reactive metabolites formed from substances like bisphenol A analogs and explaining how these metabolites may contribute to toxicity [5]. Other studies of the team use chemical proteomics to explore how small molecules interact with proteins, illuminating the biological mechanisms of drugs such as ketamine and leading to the discovery of new covalent inhibitors for therapy [6], [7].
Environmental toxicology research has also benefited from these methods. Scientists have uncovered molecular mechanisms behind the reproductive toxicity of certain disinfection by-products and shown how natural compounds from green tea might help reduce their harmful effects [8].
Meanwhile, similar techniques are revealing beneficial compounds in foods. Peptidomics and molecular networking approaches have identified neuroprotective cyclic dipeptides derived from gelatin and naturally occurring peptides produced during soybean fermentation [9], [10]. Additionally, advanced molecular networking methods have exposed a previously underappreciated diversity of bioactive furanocoumarins in grapefruit [11].
Why This Matters
Together, these studies show how modern analytical chemistry is transforming our understanding of the molecular world. By developing tools capable of detecting trace compounds, identifying subtle structural differences, and mapping molecular interactions, the research team is gaining a clearer picture of how food, environment, and medicine influence human health.
These advancements are especially important today, as many health issues—from metabolic disorders to environmental exposure—require interdisciplinary scientific approaches. The ability to detect and interpret hidden molecular signals helps scientists identify harmful chemicals, discover beneficial food-derived compounds, and design safer, more effective drugs.
In this way, the emerging field of precision molecular discovery bridges multiple disciplines—including chemistry, nutrient, pharmacology, toxicology, food, and medicine—highlighting the tiny molecular players that quietly shape human health and well-being.
*Notes: This article provides research teasers for each reference to showcase the novelties
[1] X. Hu, J. Liu, J.-L. Wu, Z.-Q. Xiong, and N. Li, “Chemical proteomics unraveling the contribution of covalent protein modifications to antidepressant effects of ketamine,” Journal of Analysis and Testing, vol. 9, pp. 668–675, 2025, doi: 10.1007/s41664-025-00369-8
[2] X. Bian, Y. Zhang, N. Li, M. Shi, X. Chen, H.-L. Zhang, J. Liu, and J.-L. Wu, “Ultrasensitive quantification of trace amines based on N-phosphorylation labeling chip 2D LC-QQQ/MS,” Journal of Pharmaceutical Analysis, vol. 13, pp. 315–322, 2023, doi: 10.1016/j.jpha.2023.02.003
[3] Y.-H. Ge, L. Zhang, S. Gong, W. Miao, L. Zhang, W. Bai, J.-L. Wu, and N. Li, “FPS_P/N: A two-dimensional mass spectrometry utilization program with precursor ion determination for accurately distinguishing anthocyanin from other flavonoids,” Journal of Pharmaceutical Analysis, 2025, doi: 10.1016/j.jpha.2025.101385
[4] W. Miao, N. Li, J.-Q. Chen, and J.-L. Wu, “Composition-dependent MRM transitions and structure-indicative elution segments (CMTSES)-based LC-MS strategy for disaccharide profiling and isomer differentiation,” Analytica Chimica Acta, vol. 1337, article 343562, 2025, doi: 10.1016/j.aca.2024.343562
[5] X. Hu, J. Liu, J.-L. Wu, Z.-Q. Xiong, and N. Li, “Chemical proteomics unraveling the contribution of covalent protein modifications to antidepressant effects of ketamine,” Journal of Analysis and Testing, vol. 9, pp. 668–675, 2025, doi: 10.1007/s41664-025-00369-8
[6] X. Hu, J. Liu, J.-L. Wu, Z.-Q. Xiong, and N. Li, “Chemical proteomics unraveling the contribution of covalent protein modifications to antidepressant effects of ketamine,” Journal of Analysis and Testing, vol. 9, pp. 668–675, 2025, doi: 10.1007/s41664-025-00369-8
[7] X. Hu, J.-L. Wu, Q. He, Z.-Q. Xiong, and N. Li, “Strategy for cysteine-targeting covalent inhibitors screening using in-house database-based LC-MS/MS and drug repurposing,” Journal of Pharmaceutical Analysis, vol. 15, article 101045, 2025, doi: 10.1016/j.jpha.2024.101045
[8] M. Liu, Z. Ning, Y. Cheng, Z. Zheng, X. Yang, T. Zheng, N. Li, and J.-L. Wu, “The key to 2,6-dichloro-1,4-benzoquinone reproductive toxicity and green tea detoxification: Covalent binding and competitive binding,” Ecotoxicology and Environmental Safety, vol. 286, article 117239, 2024, doi: 10.1016/j.ecoenv.2024.117239
[9] P. Dong, L. Ao, Y. Li, H. Zeng, Y. Zhang, H. Zou, J. Leng, N. Li, and J.-L. Wu, “In vivo atlas of neuroprotective cyclic dipeptides derived from food gelatin using peptidomics and feature-based molecular networking,” Journal of Agricultural and Food Chemistry, vol. 73, pp. 28811–28822, 2025, doi: 10.1021/acs.jafc.5c08112
[10] L. Zhang, S. Gong, Y. Zuo, L. Zhang, J. Chen, Y. Xu, Y. Wu, Y. Zhao, J.-L. Wu, and N. Li, “Soybean fermentation drives the production of native neuroprotective peptides based on a peptidomics strategy,” Current Research in Food Science, vol. 10, article 101082, 2025, doi: 10.1016/j.crfs.2025.101082
[11] S. Gong, G. Bai, Y. Ban, M. Liu, Y. Liu, Y. Wu, N. Li, and J.-L. Wu, “The underappreciated diversity of furanocoumarins in grapefruits revealed by MassQL filtered molecular networking,” Food Chemistry: X, vol. 25, article 102233, 2025, doi: 10.1016/j.fochx.2025.102233
From Natural Products to Drug Candidates: A Two-Way Research Model for Future Therapies in Cardiovascular, Arthritis, and Cancer Diseases
Over the past two decades, under the leadership of Professor Yi-Zhun Zhu, researchers at the Macau University of Science and Technology have been focusing on a distinctive bidirectional research model for small molecule drug development. This integrated strategy combines two complementary approaches: “from bioactive natural compounds to novel target identification” and “from novel therapeutic target to new small-molecule development.” Moving beyond conventional linear drug discovery processes, this framework facilitates bidirectional innovation, advancing both fundamental researches and translational applications.
Drug discovery can be conceptualized as an exploration on a vast island. Traditional approaches often follow a single linear route toward therapeutic breakthroughs, namely, the treasure. In contrast, the bidirectional model offers greater flexibility. Investigations may begin with a “coin” already in hand—such as Leonurine (SCM-198), S-Propargyl-Cysteine (SPRC), the natural compounds functioning as a valuable starting point. By studying that coin closely, researchers uncover clues about its origins, which in turn point them toward new biological targets and therapeutic directions, including NOX4, SMYD3, JMJD3, HDAC6 and so on. Alternatively, the journey begins the other way around, with a “map” in hand—a promising biological mechanism such as HDAC6/MyD88/NF-κB signaling pathway or STAT3-NAV2 axis in arthritis, serving as a guide for rational drug design. In both cases, the two pathways converge, leading to synergistic advances in drug discovery.
This strategy has yielded significant milestones, including the industrial translation of first-in-class therapeutics, and continues to drive progress across multiple therapeutic areas. In particular, the model has guided three major research trajectories: starting with leonurine, a natural product with traditional cardiovascular applications that has been advanced into modern drug development; extending into SPRC, a synthetically designed modulator of hydrogen sulfide; and progressing to epigenetic drug discovery through SMYD3 inhibition, a path with implications for vascular aging and oncology. Collectively, these directions illustrate how atural product-derived insights and target-driven design can converge within a single framework to shape the next era of medicine.
From Small molecule-to-Target: Leonurine
The journey along the “small molecule-to-target” pathway began with leonurine, a compound derived from Leonurus japonicus, a plant used in traditional medicine for cardiovascular health and gynecological diseases. What makes Leonurine significant is not only its herbal origins but also its development into a scientifically validated compound with cardioprotective effects, anti-inflammatory properties, pro-angiogenic effects following cardiac injury, and potential applications beyond cardiovascular disease which accounts for 17.9 million annual deaths globally [1] [2,3]. Beyond cardiovascular applications, it has demonstrated efficacy in mitigating endometriosis via modulation of estrogen-mediated immune dysfunction [4], as well as anti-atherosclerotic and hepatoprotective activities [5,6]. The team has also advanced Leonurine into novel formulations, the team developed a sustained-release leonurine formulation using PLGA microspheres encapsulating drug nanocrystals (Leo-nano@MP), which significantly improved lipid metabolism and reduced dosing frequency via subcutaneous administration in a hyperlipidemic rat model, demonstrating high drug loading, prolonged release, and good biocompatibility [7].
This pathway exemplifies how a single bioactive natural product can unravel novel mechanisms and open new therapeutic avenues. Leonurine thus serves as a prototype for transforming traditional herbal compounds into first-in-class therapeutics with validated mechanisms of action.
The translational development of Leonurine is supported by multiple patents from Professor Zhu’s group, covering pharmaceutical formulations and delivery technologies. For example, these include nanoliposome and microsphere systems that enhance bioavailability and enable controlled release, broadening the therapeutic window for cardiovascular and inflammatory diseases. Their patents also highlight leonurine’s role in modulating lipid metabolism, PPARγ pathways, and its use in treating liver disease and inflammation-related disorders. Collectively, these innovations elevate Leonurine from a traditional herbal compound into a modern, patent-protected therapeutic entity with substantial clinical potential.
From Small molecule-to-Target: another example, SPRC and CSE
If Leonurine represents the journey from monomer to target, S-Propargyl-Cysteine (SPRC) illustrates the complementary path—from target to molecule. Here, the therapeutic target is cystathionine Gamma Lyase (CSE), an enzyme that produces the signaling molecule hydrogen sulfide (H₂S) from L-cysteine. SPRC acts as a donor of endogenous H₂S, an endogenous gasotransmitter known for its profound effects on vascular health, inflammation, and longevity. Based on this mechanistic insight, SPRC was designed as a synthetic amino acid derivative that modulates H₂S levels.
Based on Professor Zhu’s studies, SPRC has demonstrated wide-ranging benefits: regulating immune responses, protecting neurons after stroke, and promoting angiogenesis [8,9]. In rheumatoid arthritis (RA), which affects over 18 million people globally [10], SPRC has been shown to rebalance immune cells by inhibiting the JAK/STAT pathway, reducing inflammation and slowing joint damage [11]. Beyond exploring the pharmacological efficacy of SPRC, the team have also engineered SPRC-based nanocarriers and hybrid molecules for precision therapies against RA,
This small molecule-to-target pathway highlights how identifying a novel biological mechanism—in this case, CSE as the target of SPRC—can inspire the rational design of first-in-class therapeutic candidates with translational potential.
Patents filed by Professor Zhu and his team surrounding SPRC and related signaling pathways demonstrate the translational depth of this pathway by engineering innovative drug delivery platforms. Microsphere and mesoporous silica formulations enhance the stability and sustained release of SPRC, improving its therapeutic precision in diseases such as rheumatoid arthritis and ischemic injury. Additionally, their patents on endogenous H₂S donors for RA treatment underscore the progression from mechanistic insight to tangible therapeutic inventions. These intellectual property advances ensure SPRC’s positioning not just as a promising molecule, but as a scalable and clinically adaptable treatment strategy.
Target-to-Molecule: SMYD3 and Epigenetic Regulation
Extending the target-driven approach further, the researchers turned their attention to the epigenetic regulator SMYD3, a histone methyltransferase linked to vascular aging, cellular remodeling, and cancer progression. Unlike Leonurine’s herbal origins, SMYD3 inhibition begins firmly at the target level, with the goal of designing molecules that disrupt pathogenic gene regulation.
Professor Zhu’s research team showed that, through high-throughput screening and structure-based drug design, small molecules such as ZYZ384 were identified to reduce cancer cell proliferation by lowering H3K4 trimethylation on oncogenic promoters. In models of hepatocellular carcinoma, SMYD3 inhibition suppressed tumor growth, offering a new precision epigenetic strategy against cancer [14]. Beyond oncology, targeting SMYD3 also addresses vascular senescence, the progressive aging of blood vessels that underlies hypertension, atherosclerosis, and stroke [15,16].
This work demonstrates how the target-to-molecule pathway can move beyond classical signaling molecules into the realm of epigenetics, opening entirely new frontiers for precision therapies in both cancer and age-related vascular disease.
The translational impact of SMYD3 research is evidenced by patents from Professor Zhu’s team covering novel SMYD3 inhibitors and their use in treating cancer and vascular disorders. These patents protect chemical entities capable of selectively modulating histone methylation, establishing a foundation for first-in-class epigenetic therapeutics in oncology and cardiovascular medicine.
The Bidirectional Model: Advancing Integrated Drug Discovery
Together, these approaches illustrate a cycle of discovery that moves beyond the conventional linear model of drug development. By leveraging natural products for target deconvolution and employing target-based rational design for new chemical entities, this bidirectional framework bridges traditional knowledge and contemporary science, integrating basic research with clinical translation. This model provides a robust and efficient strategy for developing small-molecule therapies that address major unmet medical needs in cardiovascular disease, arthritis, and cancer.
*Notes: This article provides research teasers for each reference to showcase the novelties
List of Patents
Preparation Method and Application of Leonurine Sustained-Release Microspheres
Preparation Method and Application of a Small-Molecule Inhibitor of Histone Methyltransferase SMYD3
Preparation Method of SCM198 Gel for Treating Skin Injuries
Microsphere Formulation Loaded with S-Propargyl-Cysteine and Its Preparation Method
Mesoporous Silica Formulation Loaded with S-Propargyl-Cysteine and Its Preparation Method
Endogenous Hydrogen Sulfide Sustained-Release Formulation: Preparation Method and Application
References
[1] https://www.who.int/health-topics/cardiovascular-diseases
[2] S. Luo, S. Xu, J. Liu, F. Ma, and Y. Z. Zhu, “Design and synthesis of novel SCM-198 analogs as cardioprotective agents: Structure-activity relationship studies and biological evaluations,” European Journal of Medicinal Chemistry, vol. 200, p. 112469, Aug. 2020, doi: 10.1016/j.ejmech.2020.112469.
[3] Z. Song, K. Song, Y. Xiao, H. Guo, Y. Zhu, and X. Wang, “Biologically Responsive Nanosystems Targeting Cardiovascular Diseases,” CDD, vol. 18, no. 7, pp. 892–913, Aug. 2021, doi: 10.2174/1567201818666210127093743.
[4] Y. Li et al., “Scm-198 alleviates endometriosis by suppressing estrogen-erα mediated differentiation and function of cd4+ cd25+ regulatory t cells,” Int. J. Biol. Sci., vol. 18, no. 5, pp. 1961–1973, 2022, doi: 10.7150/ijbs.68224.
[5] Y.-Y. Qiu, J. Zhang, F.-Y. Zeng, and Y. Z. Zhu, “Roles of the peroxisome proliferator-activated receptors (Ppars) in the pathogenesis of nonalcoholic fatty liver disease (Nafld),” Pharmacological Research, vol. 192, p. 106786, Jun. 2023, doi: 10.1016/j.phrs.2023.106786.
[6] M. Huang et al., “The multifaceted anti-atherosclerotic properties of herbal flavonoids: A comprehensive review,” Pharmacological Research, vol. 211, p. 107551, Jan. 2025, doi: 10.1016/j.phrs.2024.107551.
[7] Song Z, Meng S, Tang Z, Yang X, He Y, Zheng Y, Guo H, Du M, Zhu Y, Wang X. Injectable leonurine nanocrystal-loaded microspheres for long-term hyperlipidemia management. Biomater Sci. 2023 Jun 27;11(13):4713-4726. doi: 10.1039/d3bm00211j.
[8] S. Liu et al., “Endogenous hydrogen sulfide regulates histone demethylase JMJD3-mediated inflammatory response in LPS-stimulated macrophages and in a mouse model of LPS-induced septic shock,” Biochemical Pharmacology, vol. 149, pp. 153–162, Mar. 2018, doi: 10.1016/j.bcp.2017.10.010.
[9] Y. Xiong et al., “ZYZ-803, a novel hydrogen sulfide-nitric oxide conjugated donor, promotes angiogenesis via cross-talk between STAT3 and CaMKII,” Acta Pharmacol Sin, vol. 41, no. 2, pp. 218–228, Feb. 2020, doi: 10.1038/s41401-019-0255-3.
[10] https://www.who.int/news-room/fact-sheets/detail/rheumatoid-arthritis
[11] W. Cai et al., “S-propargyl-cysteine attenuates temporomandibular joint osteoarthritis by regulating macrophage polarization via Inhibition of JAK/STAT signaling,” Mol Med, vol. 31, no. 1, p. 128, Apr. 2025, doi: 10.1186/s10020-025-01186-6.
[12] Q. Ding et al., “Signaling pathways in rheumatoid arthritis: implications for targeted therapy,” Sig Transduct Target Ther, vol. 8, no. 1, p. 68, Feb. 2023, doi: 10.1038/s41392-023-01331-9.
[13] Z. Tang et al., “Neutrophil‐Mimetic, ROS Responsive, and Oxygen Generating Nanovesicles for Targeted Interventions of Refractory Rheumatoid Arthritis,” Small, vol. 20, no. 20, p. 2307379, May 2024, doi: 10.1002/smll.202307379.
[14] Q. Ding et al., “A novel small molecule ZYZ384 targeting SMYD3 for hepatocellular carcinoma via reducing H3K4 trimethylation of the Rac1 promoter,” MedComm, vol. 5, no. 10, p. e711, Oct. 2024, doi: 10.1002/mco2.711.
[15] Q. Ding, C. Shao, P. Rose, and Y. Z. Zhu, “Epigenetics and Vascular Senescence–Potential New Therapeutic Targets?,” Front. Pharmacol., vol. 11, p. 535395, Sep. 2020, doi: 10.3389/fphar.2020.535395.
[16] Z. Lin et al., “Discovery of deoxyandrographolide and its novel effect on vascular senescence by targeting HDAC1,” MedComm, vol. 4, no. 5, p. e338, Oct. 2023, doi: 10.1002/mco2.338.
