An herbal drug combination identified by knowledge graph alleviates the clinical symptoms of plasma cell mastitis patients: a nonrandomized controlled trial

  1. Caigang Liu  Is a corresponding author
  2. Hong Yu
  3. Guanglei Chen
  4. Qichao Yang
  5. Zichu Wang
  6. Nan Niu
  7. Ling Han
  8. Dongyu Zhao
  9. Manji Wang
  10. Yuanyuan Liu
  11. Yongliang Yang  Is a corresponding author
  1. Shengjing Hospital of China Medical University, China
  2. Dalian University of Technology, China
  3. China Resources Sanjiu Medical and Pharmaceutical Co, Ltd, China
  4. Peking University, China
  5. Shanghai BeautMed Corporation, China
  6. University of Copenhagen, Denmark

Abstract

Background: Plasma cell mastitis (PCM) is a nonbacterial breast inflammation with severe and intense clinical manifestation yet treatment methods for PCM are still rather limited. Although the mechanism of PCM remains unclear, mounting evidences suggest that the dysregulation of immune system is closely associated with the pathogenesis of PCM. Drug combinations or combination therapy could exert improved efficacy and reduced toxicity through hitting multiple discrete cellular targets.

Methods: We have developed a knowledge graph architecture towards immunotherapy and systematic immunity that consists of herbal drug-target interactions with a novel scoring system to select drug combinations based on target-hitting rates and phenotype relativeness. To this end, we employed this knowledge graph to identify an herbal drug combination for PCM and we subsequently evaluated the efficacy of the herbal drug combination in clinical trial.

Results: Our clinical data suggests that the herbal drug combination could significantly reduce the serum level of various inflammatory cytokines, downregulate serum IgA and IgG level, reduce the recurrence rate and reverse the clinical symptoms of PCM patients with improvements of general health status.

Conclusions: In summary, we reported that an herbal drug combination identified by knowledge graph can alleviate the clinical symptoms of plasma cell mastitis patients. We demonstrated that the herbal drug combination holds great promise as an effective remedy for PCM, acting through the regulation of immunoinflammatory pathways and improvement of systematic immune level. In particular, the herbal drug combination could significantly reduce the recurrence rate of PCM, a major obstacle for PCM treatment. Our data suggests that the herbal drug combination is expected to feature prominently in future PCM treatment.

Funding: Liu's lab was supported by grants from the Public Health Science and Technology Project of Shenyang (Grant: 22-321-32-18), Y. Yang's laboratory was supported by the National Natural Science Foundation of China (Grant: 81874301); the Fundamental Research Funds for Central University (Grant: DUT22YG122) and the Key Research project of 'be Recruited and be in Command' in Liaoning Province (2021JH1/10400050).

Clinical trial number: ClinicalTrials.gov: NCT05530226.

Data availability

Figure 1-3 are computational study and therefore no data have been generated for the manuscript. In addition, Figure 4 - Source Data, Figure 5 - Source Data, Figure 6 - Source Data 1, Figure 6 - Source Data 2 and Figure 6 - Source Data 3 contain the numerical data used to generate the figures have been included in the manuscript.

Article and author information

Author details

  1. Caigang Liu

    Department of Oncology, Shengjing Hospital of China Medical University, Shenyang, China
    For correspondence
    angel-s205@163.com
    Competing interests
    Caigang Liu, Senior editor, eLife.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-2083-235X
  2. Hong Yu

    Department of Oncology, Shengjing Hospital of China Medical University, Shenyang, China
    Competing interests
    No competing interests declared.
  3. Guanglei Chen

    Department of Oncology, Shengjing Hospital of China Medical University, Shenyang, China
    Competing interests
    No competing interests declared.
  4. Qichao Yang

    School of Bioengineering, Dalian University of Technology, Dalian, China
    Competing interests
    No competing interests declared.
  5. Zichu Wang

    School of Bioengineering, Dalian University of Technology, Dalian, China
    Competing interests
    No competing interests declared.
  6. Nan Niu

    Department of Oncology, Shengjing Hospital of China Medical University, Shenyang, China
    Competing interests
    No competing interests declared.
  7. Ling Han

    China Resources Sanjiu Medical and Pharmaceutical Co, Ltd, Shenzhen, China
    Competing interests
    Ling Han, is an employee of China Resources Sanjiu Medical & Pharmaceutical..
  8. Dongyu Zhao

    International Cancer Institute, Peking University, Beijing, China
    Competing interests
    No competing interests declared.
  9. Manji Wang

    Shanghai BeautMed Corporation, Shanghai, China
    Competing interests
    Manji Wang, is an employee of Shanghai BeautMed Corporation..
  10. Yuanyuan Liu

    Department of Biology, University of Copenhagen, Copenhagen, Denmark
    Competing interests
    No competing interests declared.
  11. Yongliang Yang

    School of Bioengineering, Dalian University of Technology, Dalian, China
    For correspondence
    everbright99@foxmail.com
    Competing interests
    Yongliang Yang, Reviewing editor, eLife.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-0449-0599

Funding

National Natural Science Foundation of China (81874301)

  • Yongliang Yang

National Natural Science Foundation of China (81572609)

  • Caigang Liu

The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.

Ethics

Human subjects: The protocol was approved by the Institutional Review Board (IRB) of the China Medical University (approval number: 2021PS024T). This study was registered with ClinicalTrials.gov: NCT05530226. All patients provided written informed consent.

Copyright

© 2023, Liu et al.

This article is distributed under the terms of the Creative Commons Attribution License permitting unrestricted use and redistribution provided that the original author and source are credited.

Metrics

  • 642
    views
  • 137
    downloads
  • 5
    citations

Views, downloads and citations are aggregated across all versions of this paper published by eLife.

Download links

A two-part list of links to download the article, or parts of the article, in various formats.

Downloads (link to download the article as PDF)

Open citations (links to open the citations from this article in various online reference manager services)

Cite this article (links to download the citations from this article in formats compatible with various reference manager tools)

  1. Caigang Liu
  2. Hong Yu
  3. Guanglei Chen
  4. Qichao Yang
  5. Zichu Wang
  6. Nan Niu
  7. Ling Han
  8. Dongyu Zhao
  9. Manji Wang
  10. Yuanyuan Liu
  11. Yongliang Yang
(2023)
An herbal drug combination identified by knowledge graph alleviates the clinical symptoms of plasma cell mastitis patients: a nonrandomized controlled trial
eLife 12:e84414.
https://doi.org/10.7554/eLife.84414

Share this article

https://doi.org/10.7554/eLife.84414

Further reading

    1. Medicine
    2. Neuroscience
    Emily M Adamic, Adam R Teed ... Sahib Khalsa
    Research Article

    Interactions between top-down attention and bottom-up visceral inputs are assumed to produce conscious perceptions of interoceptive states, and while each process has been independently associated with aberrant interoceptive symptomatology in psychiatric disorders, the neural substrates of this interface are unknown. We conducted a preregistered functional neuroimaging study of 46 individuals with anxiety, depression, and/or eating disorders (ADE) and 46 propensity-matched healthy comparisons (HC), comparing their neural activity across two interoceptive tasks differentially recruiting top-down or bottom-up processing within the same scan session. During an interoceptive attention task, top-down attention was voluntarily directed towards cardiorespiratory or visual signals. In contrast, during an interoceptive perturbation task, intravenous infusions of isoproterenol (a peripherally-acting beta-adrenergic receptor agonist) were administered in a double-blinded and placebo-controlled fashion to drive bottom-up cardiorespiratory sensations. Across both tasks, neural activation converged upon the insular cortex, localizing within the granular and ventral dysgranular subregions bilaterally. However, contrasting hemispheric differences emerged, with the ADE group exhibiting (relative to HCs) an asymmetric pattern of overlap in the left insula, with increased or decreased proportions of co-activated voxels within the left or right dysgranular insula, respectively. The ADE group also showed less agranular anterior insula activation during periods of bodily uncertainty (i.e. when anticipating possible isoproterenol-induced changes that never arrived). Finally, post-task changes in insula functional connectivity were associated with anxiety and depression severity. These findings confirm the dysgranular mid-insula as a key cortical interface where attention and prediction meet real-time bodily inputs, especially during heightened awareness of interoceptive states. Furthermore, the dysgranular mid-insula may indeed be a ‘locus of disruption’ for psychiatric disorders.

    1. Medicine
    Yanling Huang, Haocong Mo ... Geyang Xu
    Research Article

    Glucagon-like peptide 1 (GLP-1) is a gut-derived hormone secreted by intestinal L cells and vital for postprandial glycemic control. As open-type enteroendocrine cells, whether L cells can sense mechanical stimuli caused by chyme and thus regulate GLP-1 synthesis and secretion is unexplored. Molecular biology techniques revealed the expression of Piezo1 in intestinal L cells. Its level varied in different energy status and correlates with blood glucose and GLP-1 levels. Mice with L cell-specific loss of Piezo1 (Piezo1 IntL-CKO) exhibited impaired glucose tolerance, increased body weight, reduced GLP-1 production and decreased CaMKKβ/CaMKIV-mTORC1 signaling pathway under normal chow diet or high-fat diet. Activation of the intestinal Piezo1 by its agonist Yoda1 or intestinal bead implantation increased the synthesis and secretion of GLP-1, thus alleviated glucose intolerance in diet-induced-diabetic mice. Overexpression of Piezo1, Yoda1 treatment or stretching stimulated GLP-1 production and CaMKKβ/CaMKIV-mTORC1 signaling pathway, which could be abolished by knockdown or blockage of Piezo1 in primary cultured mouse L cells and STC-1 cells. These experimental results suggest a previously unknown regulatory mechanism for GLP-1 production in L cells, which could offer new insights into diabetes treatments.