Recognition and quality mapping of traditional herbal drugs:way forward towards artificial intelligence

The use of traditional herbal drugs derived from natural sources is on the rise due to their minimal side effects and numerous health benefits.However,a major limitation is the lack of standardized knowledge for identifying and mapping the quality of these herbal medicines.This article aims to provide practical insights into the application of artificial intelligence for quality-based commercialization of raw herbal drugs.It focuses on feature extraction methods,image processing techniques,and the preparation of herbal images for compatibility with machine learning models.The article discusses commonly used image processing tools such as normalization,slicing,cropping,and augmentation to prepare images for artificial intelligence-based models.It also provides an overview of global herbal image databases and the models employed for herbal plant/drug identification.Readers will gain a comprehensive understanding of the potential application of various machine learning models,including artificial neural networks and convolutional neural networks.The article delves into suitable validation parameters like true positive rates,accuracy,precision,and more for the development of artificial intelligence-based identification and authentication techniques for herbal drugs.This article offers valuable insights and a conclusive platform for the further exploration of artificial intelligence in the field of herbal drugs,paving the way for smarter identification and authentication methods.

Treatment of Neurofibromatosis with Chinese Herbal Drugs

Neurofibromatosis is a dominantly inheriteddefect of the ectoderm,characterized by cafe au laitspots since the childhood and multiple tumorsderived from elements of peripheral and cranialnerves.Hernia-like tumors of various sizes can oftenbe felt under the skin and serve as a valuablecharacteristic in making diagnosis.However,theycan also affect brain,vegetative nerve system or othertissues and lead to bony abnormalities,mentaldisturbances and sometimes,endocrine abnormalities,

PROGRESS IN THE TREATMENT OF NERVE-ROOT-TYPE CERVICAL SPONDYLOSIS WITH CHINESE HERBAL DRUGS

With the highest morbidity rate, cervicalspondylosis of the nerve root type is mostcommon among various other types. It is fromthis type of cervical spondylosis that peoplebegan to know the disease. In recent years,conservative treatment for this type of cervicalspondylosis has been adopted by modernmedicine for most patients, while surgicaltreatment has also been used for a smallnumber of patients who were

Efficacy and safety of oral Chinese herbal medicine combined with nucleoside antiviral drugs against recurrent genital herpes:a systematic review and meta-analysis

Background:To compare the efficacy and safety of Chinese herbal medicine combined with nucleoside antiviral drugs and nucleoside antiviral drugs alone in treating recurrent genital herpes.Methods:PubMed,Embase,Web of Science,Cochrane Library,Chinese Biomedical Literature Database,China National Knowledge Internet,VIP Database,and Wanfang Data were searched from inception to April 2021.Randomized controlled trials on the efficacy and safety of oral Chinese herbal medicine combined with nucleoside antiviral drugs for recurrent genital herpes were collected.All included trials were independently assessed by two reviewers with the Cochrane risk-of-bias tool,and a meta-analysis was conducted using Review Manager 5.4.Results:Compared with the use of nucleoside antiviral drugs alone,combination therapy with oral Chinese herbal medicine plus nucleoside antiviral drugs effectively reduced the herpes recurrence rate after the end of treatment(3 months:P=0.0002;6 months:P<0.00001;1 year:P<0.00001)and the number of recurrences each year(P<0.00001),improved the recurrent Genital Herpes Quality of Life Questionnaire score(P<0.00001),and regulated the levels of interferon-γ,interleukin-2,tumor necrosis factor-α,and T lymphocyte subsets in the peripheral blood,and the difference was statistically significant.Different subgroups reported mixed results with respect to the efficacy in the short term.The incidence of adverse reactions and the time of symptom disappearance between the two groups were not significantly different.Conclusion:Chinese herbal medicine combined with nucleoside antiviral drugs can effectively reduce the recurrence rate of recurrent genital herpes,improve the patient’s quality of life and enhance the body’s immunity.Considering the possible risk of publication bias,more high-quality randomized controlled trials are still needed to verify the conclusions of this article.

<i>In-Vitro</i>Inhibitory Effect of Methanol Extracts of Chinese Herbal Drugs on Supercoiling Activity of Bacterial DNA Gyrase

A large number of Chinese herbal drugs (CHDs) exhibit antibacterial activities both in vivo and in vitro, but until now little is known regarding their inhibitory mechanisms. Bacterial DNA gyrase is a proven target for antibacterial agents. Aim of this study was to investigate the in-vitro inhibitory effect of methanol extracts of CHDs against supercoiling activity of bacterial DNA gyrase. Fifteen CHDs were selected and extracted with methanol, respectively. Inhibitory effect of the extracts on DNA gyrase was tested using gel-based DNA supercoiling assay. Among fifteen CHDs tested, methanol extracts of Lonicerae Japonicae Flos (S2), Taraxaci Herba (S7), Glycyrrhizae Radix et Rhizoma Praeparata cum Melle (S8) demonstrated an obvious inhibitory effect against supercoiling activity of DNA gyrase, and the others were either less active or could not be determined with the present method. Moreover, it was likely that S7 and S8 inhibit gyrase in a concentration-dependent manner. In conclusion, DNA supercoiling assay is a promising method to study the inhibitory activity of CHDs on bacterial DNA gyrase. Some CHDs do have gyrase-inhibitory activity as proposed. Further investigations are needed to elucidate the inhibition mechanism of these CHDs on supercoiling activity of gyrase.

PROGRESS OF RESEARCH IN THE PREPARATION OF CHINESE TRADITIONAL AND HERBAL DRUGS WITH ANTICANCER ACTIVITY

Research into anticancer substances madefrom Chinese herbal drugs and their clinicalapplication is gaining international attention bythe medical profession of the more than 20analogues of camptothecine isolated from Camp-totheca tree in China, most exhibited anticanceractivity. Among them, 10-hydroxycamptothe-cine has a wide anticancer spectrum and is lesstoxic. In suspension, it exhibits some therapeu-tic effects on primary hepatic cancer, gastriccarcinoma, cancer of the urinary bladder andleukemia.

Screening of Common Traditional Chinese Drugs for Reversing Multidrug Resistance of KBV200 In Vitro

The ethanolic extracts of 100 common traditional Chinese drugs, which are widely used in many prescriptions in treatment of cancer in China, were screened for MDR of KBV200 cell line in vitro with MTT method. The result showed 9 extracts having MDR reversal activity. They were the extracts of Fructus Lagenariae Sicerariae, Radix Glycyrrhizae, Poria, Herba Andrographitis, Radix Sophorae Tonkinensis, Caulis Mahoniae, Folium Artemisiae Argyi, Rhizoma Curcumae, Fructus Cnidii. Other 5 extracts showed cytotoxic on KBV200 cell line. $$$$

Molecular mechanism and research progress of traditional Chinese medicine in the treatment of prostate cancer

Prostate cancer(PCa)is one of the most common malignant tumors in the male genitourinary system,ranking second in incidence worldwide.Traditional Chinese medicine(TCM),as an important component of complementary and alternative medicine,shows unique advantages in cancer treatment.Chinese herbal medicine is usually composed of multiple ingredients and involves multiple signaling pathways,which showed function of inducing apoptosis of cancer cells,arresting the cell cycle,inhibiting invasion and metastasis,reducing drug resistance,and regulating immune function.Physical therapy is also an important treatment of TCM.Currently,Physical therapy such as acupuncture or Tai Chi and Qigong are gaining increased recognition in the management of PCa,particularly in addressing issues like urinary incontinence and bone metastasis-related pain.This article reviews the TCM treatment and therapy of PCa,in order to provide new research avenues and treatment options for the treatment of PCa with TCM and improve the quality of life of patients.

Chinese herbal medicine combined with Western medicine for Mycoplasma pneumoniae pneumonia in children:An overview of systematic reviews

Objective:To summarize the characteristics and evaluate the quality of the methodology and evidence within systematic reviews(SRs)of Chinese herbal medicine(CHM)for Mycoplasma pneumoniae pneumonia(MPP)inchildren.Methods:SRs of randomized controlled trials were searched using PubMed,the Cochrane Library,Embase,the Chinese National Knowledge Infrastructure Databases(CNKI),the Chinese Scientific Journals Database(VIP),Wanfang,and the SinoMed Database.SRs on the use of CHM alone or in combination with Western medications for MPP in children were included.The study compared the effects of Western medicine alone with those of CHM.The evidence quality using the A Measurement Tool to Assess Systematic Reviews(AMSTAR)2,the Preferred Reporting Items for Systematic Reviews and Meta-Analyses(PRISMA)2020,and the Grading of Recommendations,Assessment,Development,and Evaluation(GRADE)criteria.The primary indicators were the total effective rate,fever subsidence time,and cough disappearance time.The secondary outcomes were pulmonary rale disappearance time,average hospitalization time,lung X-ray infiltrate disappearance time,immunological indices,and inflammatory cytokine levels.Results:Twelve relevant SRs were included;75%(9/12)were assessed as very low quality,and 25%(3/12)Were rated as low quality using the AMSTAR 2 criteria.According to the PRISMA 2020 checklist,the average SR score was 20.3 out of a 27 point maximum.In all SRs,CHM demonstrated improvement in symptoms and signs among children with MPP.The evidence quality using the GRADE criteria ranged from"very low"(>50%)to"moderate"(<5%).The most common downgrading factor was imprecision,followed by publication bias and inconsistency.Conclusion:This overview highlights the limited quality of the methodology and evidence of the included SRs.Although the included studies showed the beneficial effects of CHM on MPP in children,it was difficult to draw firm conclusions owing to methodological flaws.

Screening of Common Traditional Chinese Drugs for Reversing Multidrug Resistance of KBV200 In Vitro

The ethanolic extracts of 100 common traditional Chinese drugs, which are widely used in many prescriptions in treatment of cancer in China, were screened for MDR of KBV200 cell line in vitro with MTT method. The result showed 9 extracts having MDR reversal activity. They were the extracts of Fructus Lagenariae Sicerariae, Radix Glycyrrhizae, Poria, Herba Andrographitis, Radix Sophorae Tonkinensis, Caulis Mahoniae, Folium Artemisiae Argyi, Rhizoma Curcumae, Fructus Cnidii. Other 5 extracts showed cytotoxic on KBV200 cell line. $$$$

Developments in the study of Chinese herbal medicine's assessment index and action mechanism for diabetes mellitus

In traditional Chinese medicine(TCM),based on various pathogenic symptoms and the‘golden chamber’medical text,Huangdi Neijing,diabetes mellitus falls under the category‘collateral disease’.TCM,with its wealth of experience,has been treating diabetes for over two millennia.Different antidiabetic Chinese herbal medicines re-duce blood sugar,with their effective ingredients exerting unique advantages.As well as a glucose lowering effect,TCM also regulates bodily functions to prevent diabetes associated complications,with reduced side effects compared to western synthetic drugs.Chinese herbal medicine is usually composed of polysaccharides,saponins,al-kaloids,flavonoids,and terpenoids.These active ingredients reduce blood sugar via various mechanism of actions that include boosting endogenous insulin secretion,enhancing insulin sensitivity and adjusting key enzyme activity and scavenging free radicals.These actions regulate glycolipid metabolism in the body,eventually achiev-ing the goal of normalizing blood glucose.Using different animal models,a number of molecular markers are available for the detection of diabetes induction and the molecular pathology of the disease is becoming clearer.Nonetheless,there is a dearth of scientific data about the pharmacology,dose-effect relationship,and structure-activity relationship of TCM and its constituents.Further research into the efficacy,toxicity and mode of action of TCM,using different metabolic and molecular markers,is key to developing novel TCM antidiabetic formulations.

Model informed precision medicine of Chinese herbal medicines formulas-A multi-scale mechanistic intelligent model

Recent trends suggest that Chinese herbal medicine formulas(CHM formulas)are promising treatments for complex diseases.To characterize the precise syndromes,precise diseases and precise targets of the precise targets between complex diseases and CHM formulas,we developed an artificial intelligence-based quantitative predictive algorithm(DeepTCM).DeepTCM has gone through multilevel model calibration and validation against a comprehensive set of herb and disease data so that it accurately captures the complex cellular signaling,molecular and theoretical levels of traditional Chinese medicine(TCM).As an example,our model simulated the optimal CHM formulas for the treatment of coronary heart disease(CHD)with depression,and through model sensitivity analysis,we calculated the balanced scoring of the formulas.Furthermore,we constructed a biological knowledge graph representing interactions by associating herb-target and gene-disease interactions.Finally,we experimentally confirmed the therapeutic effect and pharmacological mechanism of a novel model-predicted intervention in humans and mice.This novel multiscale model opened up a new avenue to combine“disease syndrome”and“macro micro”system modeling to facilitate translational research in CHM formulas.

Unveiling the anticancer effect of traditional Chinese herbal medicine

In this issue of World Journal of Gastroenterology,Huang et al reported that Calculus bovis(CB),a traditional Chinese herbal medicine,impedes the growth of liver cancers in vivo.Through further in vitro studies,they showed that CB suppressed the M2 polarization of tumor-associated macrophages by suppressing the Wnt signaling pathway,which consequently inhibited the growth of liver cancer.Although the effects of traditional Chinese herbal medicine are often not scientifically proven,Huang et al successfully identified the molecular mechanism involved in the anticancer effect of CB,and it is anticipated that the molecular mechanisms involved in the effects of other traditional Chinese herbal medicines will be scientifically elucidated,as demonstrated in this article.

The potential of Chinese herbal medicines in treating anxiety disorders

In recent years,there has not been much progress in developing anxiolytic drugs.Amongst the barriers are the lack of clarity on the pathogenesis of anxiety disorders,low product conversion rates for developing drugs targeting the receptors,and species variability.Some scientists have focused on natural medicines,especially herbal medicines in traditional Chinese medicine.New drugs with excellent anxiolytic activity are hoped to be found in herbal medicines with anxiolytic effects.This mini-review summarised three Chinese herbal medicines with anxiolytic effects and anxiolytic herbal formulas used in the traditional Chinese medicine clinic.Several key issues that block the development of new anxiolytic drugs are also discussed.We hope to provide some ideas for researching and developing new anxiolytic drugs and studying anxiolytic components in traditional Chinese medicine.

Advances in research on the efcacy of traditional Chinese herbal medicine in combating African swine fever

African swine fever(ASF)is a highly contagious disease of domestic and wild pigs caused by African swine fever virus(ASFV).The mortality rate associated with ASF is remarkably high,almost approaching 100%.Since the introduction of ASF into China in 2018,its rapid spread has caused marked economic losses in the country’s swine industry.To date,there are no safe and efective commercial vaccines or antiviral drugs against ASF;thus,there is an urgent need to develop novel prevention and control strategies.Traditional Chinese medicine(TCM),which comprises various herbs that are abundant in various potential functional components,holds great promise for the prevention and control of ASF.Here,we provide a comprehensive review of the advancements in TCM and the efects of its compound formulas against ASF,including the antiviral abilities,immunoregulatory activities,and practical application of these formulas for the prevention and control of ASF.We specifcally examined the potential and constraints of natural product-derived extracts and TCM formulas in combating ASFV.This review aims to ofer insights and ideas for the holistic management and containment of ASF.

Integration of 1H-NMR-Based Metabolomics Approach with Traditional Chinese Pulse Diagnosis to Evaluate the Qi-Enhancing Activity of Herbal Tea

Human metabolism is intricately linked to an individual’s health status. Regardless of living habits, it will be reflected in the metabolic characteristics of urine. The utilization of the 1H NMR-based metabolomics method has enabled examine the metabolomic changes in urine under various physiology conditions, providing valuable insights into metabolites. In this particular study, volunteers were divided into two groups based on the strength of their spleen pulses, using the pulse diagnosis method employed in traditional Chinese medicine. Subsequently, their urine samples were analyzed, revealing notable variances in urea, creatinine, citric acid, succinic acid, trimethylamine-N-oxide (TMAO), alanine, hippuric acid, and glycine between the two groups. Interestingly, individuals with weak spleen pulses showed significant improvements after consuming herbal tea. Furthermore, we conducted LC-MS analysis on herbal tea and performed adenosine triphosphate (ATP) activity tests on the C2C12 mouse skeletal muscle cell line. The results indicated that within a reasonable concentration range, exposure to herbal tea led to an increase in the mitochondrial ATP production capacity of C2C12 cells. These findings shed light on the relationship between traditional Chinese medicine pulse diagnosis and urine metabolites, highlighting their potential as non-invasive and straightforward health assessment indicators. They can aid in the preliminary determination of necessary dietary and lifestyle changes to enhance overall bodily health.

Contamination of aflatoxins as threat to the safety of herbal Unani drugs: an overview

Unani medicine is an oldest system of traditional medicine,where drugs of animal,mineral and herbal origin are used for centuries to cure diseases.Unani remedies are now available not only in drug stores,but also in food stores and super markets.Therefore the efficacy and safety of these drugs is very crucial.One of the most serious risks associated with these remedies is,consumer assumes that they are natural,so they are safe.But biological contamination(bacterial,fungal and insect)of herbal medicines is a serious concern.The Aspergillus flavus and Aspergillus parasiticus are the fungal species that occur naturally,release aflatoxins and is a threat to the natural drugs.The World Health Organization has recommended determination of aflatoxins in natural drugs(Unani)as one of the parameter of their safety studies as Aflatoxin contamination is concerned significantly with health and economic loss affecting humans,animals,and agriculture.Aflatoxin B1 is categorized as a group 1 carcinogen by The International Agency for Research on Cancer that causes a variety of health issues.Thus keeping in mind the deleterious health effects of aflatoxins,here,in this review we have made an attempt to summarize the aflatoxins with respect to their origin,occurrence,structure and properties to generate the awareness among the people dealing mainly with Unani herbal drugs.Besides these their toxicity and effects on health have also been discussed.The analytical methods for their determination and some measures to prevent their contamination are also suggested to improve the efficacy and safety of Unani herbal drugs.

QUALITY CONTROL FOR CHINESE HERBAL DRUGS USING DNA PROBE TECHNOLOGY

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The Chinese Herbal Formula Weichang’an Reduces the Proliferation of Human Gastric Cancer Cells via Mitochondrial Apoptosis

Objective The aim of the study was to investigate the effects of Chinese herbal formula Weichang’an(WCA)on the proliferation and mitochondria-mediated apoptosis of human gastric cancer cells.Methods Cell Counting Kit-8(CCK8)was used to evaluate the antiproliferative activity ofWCA on MKN45 cells;Giemsa staining was used to investigate cell colony formation;flow cytometry was used to analyze cell cycle,apoptosis rate,and caspases activation;and Hoechst staining was used to analyze the morphology of cell nuclei.The mitochondrial membrane potential was analyzed by both flow cytometric measurements and fluorescence microscopy.Western blot was used to analyze the protein levels of pro-caspase-3,Bcl-2,Bax,and Bcl-X.MKN45 cells were subcutaneously injected into the right forelimb of 16 nude mice to establish the tumor xenograft model,and a total of 12 nude mouse tumor xenograft models were successfully created.The nude mice were divided into the control group and the WCA-treated group.The two groups received normal saline and WCA treatment at 35.49 g/kg by a single daily oral gavage for 21 days.The body weight and tumor size of the nude mice were measured twice a week.The ultrastructural changes of subcutaneous tumors were observed by a transmission electron microscope.Results WCA can suppress cell proliferation and colony formation.It can also induce changes in the mitochondrial membrane potential and increase the activities of caspases-3,caspases-8,and caspases-9 in MKN45 cells.WCA induced S-phase arrest and apoptosis in MKN45 cells,and decreased the expression levels of antiapoptotic proteins Bcl-2 and Bcl-X in MKN45 cells,while increasing the expression levels of the proapoptotic proteins Bax and pro-caspase-3 compared with the control group.WCA inhibited the growth of a xenografted MKN45 tumor in nude mice,and the protein levels of Bax and pro-caspase-3 were significantly increased,while Bcl-X and Bcl-2 were reduced compared with the control group.The differences are statistically significant(p<0.05).Conclusion WCA could suppress the proliferation of gastric cancer cells via mitochondrial apoptosis.

Yinqiao Sanhuang Paste Combined with Traditional Chinese Medicine Plaster for the Intervention of Drug Rash Induced by Targeted Therapy in Lung Cancer

Objective:To observe the efficacy and safety of Yinqiao Sanhuang Paste combined with traditional Chinese medicine plaster in treating drug rash caused by targeted therapy in lung cancer.Methods:A total of 100 lung cancer patients treated at our hospital from January 2021 to December 2023 were selected and randomly divided into an observation group and a control group,with 50 patients in each group.The control group received conventional medication,while the observation group was treated with Yinqiao Sanhuang Paste combined with traditional Chinese medicine plaster.The clinical symptom improvement and adverse reactions in both groups were observed.Results:The effective rate in the control group was 80.00%,while in the observation group,it was 96.00%,with a statistically significant difference between the two groups(P<0.05).The onset time,duration,and significant effect time in the control group were(2.41±0.29)days,(4.42±1.21)days,and(5.45±0.29)days,respectively;in the observation group,they were(2.44±0.21)days,(4.28±1.11)days,and(5.57±1.01)days,respectively.There was no statistically significant difference in the total onset time and total duration between the two groups(P>0.05).The incidence of adverse reactions in the control group was 28.00%,higher than the observation group’s 10.00%(P<0.05).Conclusion:Yinqiao Sanhuang Paste combined with traditional Chinese medicine plaster can effectively reduce the symptoms of drug rash induced by targeted therapy in lung cancer and lower the incidence of adverse reactions,indicating good clinical application value.