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Molecular marker for eliminating and evaluating ulcerative colitis disease and application of molecular marker

NºPublicación:  CN121087164A 09/12/2025
Solicitante: 
WEIHAI MUNICIPAL HOSPITAL
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CN_121087164_PA

Resumen de: CN121087164A

The invention relates to the technical field of biological medicine, in particular to an ulcerative colitis disease clearance evaluation molecular marker and application thereof. By detecting the expression level of the HMGCS2 gene in a sample, the ulcerative colitis disease clearance state and disease activity period can be evaluated, and the method is used for curative effect monitoring, recurrence prediction and individualized treatment strategy formulation of ulcerative colitis and has important clinical application value and market prospect.

Application of CHI3L1 in preparation of medicine for diagnosing and treating ulcerative colitis

NºPublicación:  CN121081471A 09/12/2025
Solicitante: 
THE FIRST AFFILIATED HOSPITAL OF SOOCHOW UNIV
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CN_121081471_PA

Resumen de: CN121081471A

The invention relates to the field of biological pharmacy, and provides application of CHI3L1 in preparation of medicines for diagnosing and treating ulcerative colitis. The invention discloses an application of a CHI3L1 inhibitor (K284-6111) in development of a medicine for preventing and treating UC, and an application of a reagent for detecting the expression level of CHI3L1 in development of a UC diagnostic tool. The effect of K284-6111 in UC treatment is explored through a DSS-induced mouse model, and a new UC treatment method is provided. The invention provides a high-specificity biomarker for UC diagnosis and application of the high-specificity biomarker in UC prevention and treatment.

Intestinal flora marker related to metabolite heterogeneity of azathiopurine and application of intestinal flora marker

NºPublicación:  CN121065326A 05/12/2025
Solicitante: 
FIRST AFFILIATED HOSPITAL OF ANHUI MEDICAL UNIV
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CN_121065326_PA

Resumen de: CN121065326A

The invention discloses an intestinal flora marker related to metabolic heterogeneity of azathiopurine (AZA) and application of the intestinal flora marker, and belongs to the technical field of personalized drug treatment of inflammatory bowel diseases (IBD). In particular, the invention finds that a specific intestinal flora marker is significantly related to the level of an AZA active metabolite 6-thiopurine nucleotide (6-TGN). For example, the prevotella abundance can be used for distinguishing IBD patients with different 6-TGN exposure levels, has an indication effect on the in-vivo 6-TGN concentration, and has an important application value in thiazopurine therapeutic drug monitoring (TDM). In addition, clostridium species Clostridium sp.OF09-36 and Clostridium sp.AF32-12BH are significantly enriched in a 6-TGN high-exposure patient group, and the microbiome of the clostridium sp.OF09-36 and Clostridium sp.AF32-12BH encodes enzyme genes participating in purine metabolism, such as GMPS, HPRT, IMPDH and the like, which indicate that the Clostridium sp.OF09-36 and Clostridium sp.AF32-12BH are potential intestinal flora targets for regulating and controlling AZA metabolism. The intestinal flora marker provided by the invention provides a new biomarker and an intervention target for optimization and adjustment of AZA therapeutic dose and individualized precise treatment of IBD.

ANTI-TL1A ANTIBODY THERAPEUTIC METHODS

NºPublicación:  AU2024273758A1 04/12/2025
Solicitante: 
GENENTECH INC
PFIZER INC
GENENTECH, INC,
PFIZER INC
AU_2024273758_PA

Resumen de: AU2024273758A1

The present disclosure provides methods and compositions for determining the risk of a patient being non-responsive to a therapeutic dose of an anti-TNF-like ligand 1A (TL1A) antibody and methods and compositions for treating inflammatory bowel disease (IBD) with a therapeutic dose of an anti-TNF-like ligand 1A (TL1A) antibody.

RADIOMICS-BASED ANALYSIS OF INTESTINAL ULTRASOUND IMAGES FOR INFLAMMATORY BOWEL DISEASE

NºPublicación:  US2025366831A1 04/12/2025
Solicitante: 
CEDARS SINAI MEDICAL CENTER [US]
CEDARS-SINAI MEDICAL CENTER

Resumen de: US2025366831A1

A system and a method for diagnosis and monitoring of inflammatory bowel diseases (IBD) in a subject are provided. The system includes a memory and a control system. The memory stores machine-readable instructions. The control system includes one or more processors configured to execute the machine-readable instructions. Ultrasound image data associated with the gastrointestinal tract of the subject is received. The received ultrasound image data is processed to output a set of ultrasound image features. The output set of ultrasound image features is received, as an input to an automated algorithm. A set of radiomic features is extracted from the input set of ultrasound image features, using the automated algorithm. The ultrasound image data is classified as normal or abnormal based on the extracted set of radiomic features, the classifying being an output of the automated algorithm.

AUTOMATIC HIGH PRECISION BATTERY MATERIAL ASSESSMENT SYSTEM

NºPublicación:  WO2025250163A1 04/12/2025
Solicitante: 
MAG IA INC [US]
MAG IA, INC
WO_2025250163_PA

Resumen de: WO2025250163A1

Apparatus and associated methods relate to evaluating impurity content in battery materials. In an illustrative example, a battery material impurity assessment system (BMIAS) may include a slurry mixing system and an impurity extraction system (IBS). The slurry mixing system, for example, may include a motor configured to rotate a vertical axis of a slurry container. For example, the motor may pause a movement of the slurry container when the vertical axis is rotated at a predetermined angle. For example, the IBS may include a translatable magnetic mass (TMM) enclosed within a sheath. For example, by operating a position of the TMM, the IBS may release non-target impurity and retain target substances. In some implementations, the target substance may be ionized by an acid treatment solution rapidly without direct heating. In some implementations, the target substances may be dispersed on a conductive filter to be directly used in subsequent analysis. Various embodiments may advantageously rapid high precision and rapid impurity testing for battery manufacturing.

METHOD FOR IDENTIFYING A MULTI-PARAMETER PHENOTYPE OF MICROBIOTA

NºPublicación:  EP4655592A1 03/12/2025
Solicitante: 
DEUTSCHES RHEUMA FORSCHUNGSZENTRUM BERLIN [DE]
Deutsches Rheuma-Forschungszentrum Berlin
WO_2024156739_A1

Resumen de: WO2024156739A1

The invention relates to a method for identifying a multi-parameter phenotype of microbiota. The method comprises (i) providing a sample comprising microbiota, (ii) labeling said microbiota with multiple labels, each of which binds a phenotypic parameter of said microbiota, (iii) detecting an intensity of the labelled phenotypic parameters of single cells of the microbiota by flow cytometry, and (iv) segmenting the single cells into bins based on the intensities of detected phenotypic parameters, wherein the distribution of single cells in bins represents a multi-parameter phenotype of said microbiota. The invention further relates to a system for identifying a multi-parameter phenotype of intestinal microbiota, a kit for identifying a multi-parameter phenotype of intestinal microbiota and methods for diagnosing a medical condition associated with microbiota, for example an inflammatory condition, such as an inflammatory bowel disease, in a subject.

一种均相检测体系及其制备方法、检测方法及检测系统

NºPublicación:  CN121049497A 02/12/2025
Solicitante: 
上海交通大学
CN_121049497_PA

Resumen de: CN121049497A

一种均相检测体系,包括能量供体和能量受体,所述能量供体和所述能量受体的信号源至少有两种,所述信号源的可区分度包括激发波长、发射波长和/或发光寿命。由于信号源至少有两种,使得至少有两种不同的待测样本可以被同时测量,当信号源满足合适的条件,不同种类的敏化剂按照不同的比例混合,则其激发波长可以覆盖全色域。因而在均相检测时,任何待检测样本在通量满足的前提下均可以一次性检测完毕,只需要光源按照既定的程序全波段闪烁激发。既可以实现相同样本的高通量检测,也可以实现不同样本的一次性检测,提高了检测效率。

Application of clostridium baumannii in preparation of medicine for treating and/or preventing inflammatory bowel disease

NºPublicación:  CN121041328A 02/12/2025
Solicitante: 
UNIV NANJING CHINESE MEDICINE
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CN_121041328_PA

Resumen de: CN121041328A

The invention belongs to the field of biological medicines, and particularly relates to application of Clostridium baumannii in preparation of a product for treating and/or preventing inflammatory bowel diseases.

BUTYROPHILIN A2 AND RELATED ISOFORMS FOR THE TREATMENT OF AUTOIMMUNITY AND INFLAMMATION

NºPublicación:  MX2025010187A 01/12/2025
Solicitante: 
CEDARS SINAI MEDICAL CENTER [US]
CEDARS-SINAI MEDICAL CENTER
KR_20250158022_PA

Resumen de: MX2025010187A

Described herein are methods of reducing CD3-dependent T cell signaling in a subject in need thereof. Also described are method of increasing T-regulatory (Treg) cells, or decreasing T-helper 17 (Th17) cells. These methods involve administering butyrophilin A2 (BTN2A2), a BTN2A2 fragment thereof, a BTN2A2-related isoform, or a BTN2A2-related isoform fragment, or a conjugate or fusion polypeptide comprising any of the foregoing to the subject. These methods are beneficial for patients with autoimmune disorders and inflammatory disorders such as allergy, asthma, glomerulonephritis, inflammatory bowel disease, rheumatoid arthritis, an autoimmune or inflammatory neurological disease, antibody mediated transplant rejection, infantile cholestasis, haemophagocytic lymphohistiocytosis, erythrocytic haemophagocytosis, malnutrition, systemic lupus erythematosus (lupus), psoriasis, myasthenia gravis or HIV. Further described are fusion proteins having BTN2A2 and an Fc domain.

Single immunoglobulin interleukin-1 receptor related (sigirr) variants and uses thereof

NºPublicación:  NZ762152A 28/11/2025
Solicitante: 
REGENERON PHARMACEUTICALS INC
REGENERON PHARMACEUTICALS INC
ES_3034207_T3

Resumen de: NZ762152A

The disclosure provides nucleic acid molecules, including cDNA, comprising an alteration that encodes a truncated human Single Immunoglobulin Interleukin-1 Receptor Related (SIGIRR) protein. The disclosure also provides isolated and recombinant human SIGIRR protein variants that comprise a truncation at a position corresponding to position 215. The truncation, and the nucleic acid molecules encoding this change, associate with early-onset inflammatory bowel disease (EO-IBD). The disclosure also provides methods for determining whether a subject has or has a risk of developing EO-IBD, based on the identification of such alterations in the nucleic acid molecules encoding SIGIRR.

Traditional Chinese medicine compound preparation for purging heat and removing stagnation as well as preparation method and application thereof

NºPublicación:  CN121015828A 28/11/2025
Solicitante: 
GUANGDONG HOSPITAL OF TRADITIONAL CHINESE MEDICINE GUANGDONG PROVINCE TRADITIONAL CHINESE MEDICAL HO
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CN_121015828_A

Resumen de: CN121015828A

The invention belongs to the technical field of traditional Chinese medicines, and particularly relates to a heat-purging stagnation-removing traditional Chinese medicine compound preparation and a preparation method and application thereof. The traditional Chinese medicine compound preparation for purging heat and removing stagnation is prepared from the following raw materials in parts by weight: 10-60 parts of radix bupleuri, 10-30 parts of radix scutellariae, 10-30 parts of radix paeoniae rubra, 10-30 parts of rhizoma pinelliae preparata, 10-40 parts of fresh ginger, 10-40 parts of fructus aurantii, 10-40 parts of cortex mori radicis, 10-30 parts of peach kernels, 10-30 parts of liquorice, 1-15 parts of cassia twig, 10-30 parts of fructus forsythiae, 1-15 parts of rhizoma cimicifugae and 8-30 parts of honeysuckle. The traditional Chinese medicine compound preparation for purging heat and removing stagnation is a self-formulated formula, takes bowel purging, heat purging, blood circulation promoting and blood stasis removing as main treatment methods, improves clinical symptoms of patients suffering from systemic inflammatory reaction, reduces the incidence rate of multi-organ dysfunction, and improves the living quality and prognosis of the patients.

USE OF CLOSTRIDIUM LEPTUM STRAIN FOR PREVENTION, TREATMENT, AND DIAGNOSIS OF INFLAMMATORY BOWEL DISEASE

NºPublicación:  WO2025244478A1 27/11/2025
Solicitante: 
SEOUL NATIONAL UNIV HOSPITAL [KR]
BIOBANKHEALING INC [KR]
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\uC8FC\uC2DD\uD68C\uC0AC \uBC14\uC774\uC624\uBC45\uD06C\uD790\uB9C1
WO_2025244478_PA

Resumen de: WO2025244478A1

The present invention relates to a novel microorganism and a use thereof for preventing, alleviating, or treating intestinal diseases. The strain according to one embodiment has effects of inhibiting intestinal atrophy and reducing bloody stools, and thus is useful for the prevention, amelioration, or treatment of intestinal diseases. In addition, since the strain is significantly reduced in the patient group, the strain can be used for early diagnosis of intestinal diseases or selection of a risk group.

EXHALED BREATH OF VOLATILE ORGANIC COMPOUNDS FOR IBD DIAGNOSIS AND MANAGEMENT

NºPublicación:  WO2025245006A1 27/11/2025
Solicitante: 
THE CLEVELAND CLINIC FOUND [US]
THE CLEVELAND CLINIC FOUNDATION
WO_2025245006_A1

Resumen de: WO2025245006A1

Provided herein arc systems and methods for testing exhaled breath from a subject (e.g., suspected of having inflammatory bowel disease, IBD) to determine the level of at least one volatile organic compound (e.g., 1 or 5 or 8 compounds). In certain embodiments, one receives test results, such as an elevated or decreased level of a particular volatile organic compound, and this is used to determine if a subject has IBD or needs treatment with an IBD treating agent. In other embodiments, the subject is treated with an IBD treating agent, and optionally tested again to monitor treatment (e.g., tested over days, weeks, or months). In other embodiments, the subject is determined to have moderate or severe IBD, or mild or no IBD.

BIOMARKER PANEL FOR ANTI-TNF RESPONSE IN PATIENTS WITH CROHN'S DISEASE

NºPublicación:  WO2025244988A1 27/11/2025
Solicitante: 
CHILDRENS HOSPITAL MEDICAL CENTER [US]
CHILDREN'S HOSPITAL MEDICAL CENTER
WO_2025244988_A1

Resumen de: WO2025244988A1

Disclosed are methods of characterizing, diagnosing, monitoring, and/or treating an individual with Crohn's Disease (CD) comprising detecting, in a biological sample obtained from the individual, a plurality of biomarkers. The biomarkers may be used for one or more of predicting remission of CD in an individual, determining longitudinal assessment of response to a biologic therapy, predicting or determining response status of the individual to an anti-tumor necrosis factor (TNF) therapy. Further disclosed are systems and compositions for use with the disclosed methods.

靶向DEFA5抗体和用于诊断和治疗炎性肠病的测定方法

NºPublicación:  CN120992952A 21/11/2025
Solicitante: 
梅哈里医学院
CN_120992952_PA

Resumen de: US2025237665A1

A targeted DEFA5 antibody is disclosed herein. The targeted DEFA5 antibody has a high degree of specificity with DEFA5 protein, particularly with peptide sequences of the P, B, and/or M binding sites of the DEFA5 protein. The targeted DEFA5 antibody may be incorporated into an assay for diagnosing and treating ulcerative colitis and Crohn's disease in a subject suffering from inflammatory bowel disease. The assay may be provided in a kit. The targeted DEFA5 antibody may be used in a method for measuring the level of DEFA5 or DEFA5 expression in a sample collected from a subject, and determining, based on the level of DEFA5 or DEFA5 expression, whether the subject is suffering from ulcerative colitis or Crohn's disease. A treatment may be based on the determination of whether the subject has ulcerative colitis or Crohn's disease.

Application of Blautia pseudococcoides bacteria in preparation of medicine for treating ulcerative colitis

NºPublicación:  CN120983481A 21/11/2025
Solicitante: 
SHANGHAI 6TH PEOPLES HOSPITAL
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CN_120983481_PA

Resumen de: CN120983481A

The invention relates to an application of a Blautia pseudococcoides bacterium in preparation of a medicine for treating ulcerative colitis, in particular to an application of the Blautia pseudococcoides bacterium in preparation of a medicine for treating ulcerative colitis. Specifically, the invention provides an application of the Blauria pseudococcoides bacterium in preparation of a medicine for preventing and/or treating the inflammatory bowel disease, and the preservation number of the Blauria pseudococcoides bacterium is DSM26115. Furthermore, the present invention relates to a composition for diagnosing inflammatory bowel disease comprising an agent for measuring the level of enteric microorganisms, a kit comprising the composition, and a method for diagnosing inflammatory bowel disease comprising a step of measuring the level of enteric microorganisms.

METHOD OF TREATMENT

NºPublicación:  AU2024265914A1 20/11/2025
Solicitante: 
HUDSON INSTITUTE OF MEDICAL RES
MONASH UNIV
MONASH HEALTH
HUDSON INSTITUTE OF MEDICAL RESEARCH,
MONASH UNIVERSITY,
MONASH HEALTH
AU_2024265914_A1

Resumen de: AU2024265914A1

The present invention relates generally to methods and compositions for treating and/or preventing an inflammatory bowel disease (IBD) and perianal fistulas, the method comprising the administration of therapeutic cells in the subject in need thereof.

METHODS, MARKERS AND TEST KITS FOR PREDICTING PROGNOSIS OF INFLAMMATORY BOWEL DISEASE OR FOR TESTING INFLAMMATORY BOWEL DISEASE, AND SCREENING METHODS FOR AGENTS FOR PREVENTING OR IMPROVING INFLAMMATORY BOWEL DISEASE

NºPublicación:  JP2025171299A 20/11/2025
Solicitante: 
BIOSIS LAB CO LTD
MINORI CO LTD
WELLNEO SUGAR CO LTD
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JP_2025171299_PA

Resumen de: JP2025171299A

To provide: a technique that can predict the prognosis of inflammatory bowel disease, can contribute to verifying treatment effects at that point in time, imposes less physical burden, and has high accuracy (low likelihood of missing individuals at risk of worsening disease); and a technique that can contribute to diagnosing inflammatory bowel disease, imposes less physical burden, and enables inexpensive and rapid testing of the likelihood of contracting inflammatory bowel disease.SOLUTION: A method for predicting the prognosis of inflammatory bowel disease comprises detecting the amount of an N-acetylneuraminate lyase gene derived from intestinal bacteria in a biological sample from a subject. A method for testing inflammatory bowel disease comprises detecting the amount of an N-acetylneuraminate lyase gene derived from intestinal bacteria in a biological sample from a subject.SELECTED DRAWING: Figure 6

SYSTEM AND METHOD FOR LINKING PATIENT LEVEL MOLECULAR DATA TO TREATMENT SELECTION

NºPublicación:  WO2025240975A1 20/11/2025
Solicitante: 
UNIV MARYLAND [US]
THE BRIGHAM AND WOMEN\u2019S HOSPITAL INC [US]
RHODE ISLAND HOSPITAL [US]
UNIVERSITY OF MARYLAND, BALTIMORE,
THE BRIGHAM AND WOMEN\u2019S HOSPITAL, INC,
RHODE ISLAND HOSPITAL
WO_2025240975_PA

Resumen de: WO2025240975A1

Pulmonary arterial hypertension (PAH) exhibits an obliterative vasculopathy where complex, integrated pathobiological signaling pathways drive vascular remodeling. In PAH, the arteriopathy includes numerous endophenotypes that occur to differing extents across patients. Variability in the proteomic and genetic profile is observed, causing phenotypic heterogeneity and inconsistent clinical responses to drug therapies. We have used network medicine to discover modifiable therapeutic targets in PAH by generating patient-specific protein-protein interaction (PPI) networks to unmask molecular interactions that identify and distinguish groups of individual patients with the same clinical phenotype. This allows personalized clinical phenotyping in PAH in those patient groups. The findings here also clarify the relationship between PAH genetic risk and pathobiology on an individual patient level, and inform treatment rationales and personalized drug selection using the PPI networks. Overall, findings from this project will advance precision medicine in PAH with direct relevance to the clinical management of patients.

一种诊断全身性炎症的标志物以及应用

NºPublicación:  CN120966977A 18/11/2025
Solicitante: 
浙江大学
CN_120966977_PA

Resumen de: CN118581208A

The invention provides a marker for diagnosing systemic inflammation and application, the marker comprises ADGRE3mRNA or ADGRE3 protein, or ADGRE3mRNA fragment and ADGRE3 protein fragment, the marker content in samples of systemic inflammation patients and healthy people has significant difference, clinical verification shows that the marker is high in diagnosis sensitivity and specificity, and the marker can be applied to diagnosis of systemic inflammation. Therefore, systemic inflammation can be accurately diagnosed by detecting the transcription level of ADGRE3 mRNA or the expression level of ADGRE3 protein in an individual sample. Compared with an existing inflammation marker, the ADGRE3 mRNA and the ADGRE3 protein have higher sensitivity and specificity in the aspect of diagnosis of systemic inflammation.

Methods, compositions, and kits useful for inflammatory bowel disease (IBD) and IBD subtypes

NºPublicación:  TW202544255A 16/11/2025
Solicitante: 
MICROBIOTA I CENTER MAGIC LTD [HK]
MICROBIOTA I-CENTER (MAGIC) LIMITED
TW_202544255_A

Resumen de: TW202544255A

Provided are methods for determining the risk of, diagnosing, preventing, or treating Crohn's Disease (CD), ulcerative colitis (UC) and/or inflammatory bowel disease (IBD) in an individual. Some embodiments provide kits and computer program products for determining the risk of or diagnosing Crohn's Disease (CD), ulcerative colitis (UC) and/or inflammatory bowel disease (IBD) in an individual. Other example embodiments are described herein. In certain embodiments, the disclosed methods and kits are accurate, cost-effective and non-invasive.

Tissue resident bacterium marker for identifying normal colorectal tissue, polyp and intestinal cancer and application of tissue resident bacterium marker

NºPublicación:  CN120945033A 14/11/2025
Solicitante: 
SIR RUN RUN SHAW HOSPITAL ZHEJIANG UNIV SCHOOL OF MEDICINE
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CN_120945033_PA

Resumen de: CN120945033A

The invention discloses a tissue resident bacterium marker for identifying normal colorectal tissue, polyp and intestinal cancer and application of the tissue resident bacterium marker. According to the present invention, the tissue resident bacterium markers comprise Pseudomonas, Pigmentiphaga, Fusobacteria, Parabacteroides, Bacteroides, Collinsella and Parvimonas, and can be used to reflect the biological specificity of patients, and the biological specificity of the patients can be represented by the tissue resident bacterium markers, such that the biological specificity of the patients can be represented by the tissue resident bacterium markers, and the biological specificity of the patients can be represented by the tissue resident bacterium markers, such that the biological specificity of the patients can be represented by the tissue resident bacterium markers, and the biological specificity of the patients can be represented by the tissue resident bacterium markers; according to the present invention, with the combination model of the six bacteria such as Pseudomonas, Pigmentiphaga, Fusobacteria, Parabacteroides, Bacteroides and Collinsella, the normal tissue and polyp of the colorectum can be accurately identified, and the accuracy is improved by 12.5% compared with the accuracy of the existing non-invasive screening method; the polyp and the intestinal cancer can be more accurately identified by a combined model of four bacteria, namely, Pseudomonas, Pigmentiphaga, F

Compositions and methods for use in IBD patients using fecal-derived eukaryotic nucleic acids

NºPublicación:  CN120958143A 14/11/2025
Solicitante: 
GENE COPYING INC
\u57FA\u56E0\u590D\u5236\u80A1\u4EFD\u6709\u9650\u516C\u53F8
CN_120958143_PA

Resumen de: CN120958143A

The present invention provides compositions and methods for diagnosing disease, assessing disease activity, monitoring mucosal healing, and predicting therapeutic response using fecal-derived eukaryotic nucleic acid biomarkers. The biomarkers can be used by practitioners for better diagnosis, management and treatment of inflammatory bowel disease (IBD), including ulcerative colitis (UC) and Crohn's disease (CD).

METHODS AND SYSTEMS FOR DETECTING METABOLITES AND MICROBIOMES ASSOCIATED WITH ANXIETY AND/OR DEPRESSION IN IRRITABLE BOWEL SYNDROME PATIENTS

Nº publicación: WO2025232867A1 13/11/2025

Solicitante:

CENTRE FOR CHINESE HERBAL MEDICINE DRUG DEVELOPMENT LTD [CN]
CENTRE FOR CHINESE HERBAL MEDICINE DRUG DEVELOPMENT LIMITED

WO_2025232867_PA

Resumen de: WO2025232867A1

A method for detecting anxiety and/or depression metabolic and microbiome markers in a patient with irritable bowel syndrome (IBS) is provided. The method begins with obtaining a serum sample and a fecal sample from the patient. Both samples are processed to extract a gut metagenome, including a bacteriome, a mycobiome, and a virome of the patient, and metabolic features. A classifier is utilized to detect whether a marker set of microbial species and metabolites for depression and anxiety is present in the gut metagenome and the metabolic features.

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