UMIN-CTR Clinical Trial

Unique ID issued by UMIN UMIN000057434
Receipt number R000065625
Scientific Title Multicenter Study on Diagnostic Performance of Multi-Cancer using Machine Learning Models with Urinary Biomarkers
Date of disclosure of the study information 2025/03/28
Last modified on 2025/08/19 15:40:57

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Basic information

Public title

Multicenter Study on Diagnostic Performance of Multi-Cancer using Machine Learning Models with Urinary Biomarkers

Acronym

Multicenter Study on Diagnostic Performance of Multi-Cancer using Machine Learning Models with Urinary Biomarkers

Scientific Title

Multicenter Study on Diagnostic Performance of Multi-Cancer using Machine Learning Models with Urinary Biomarkers

Scientific Title:Acronym

Multicenter Study on Diagnostic Performance of Multi-Cancer using Machine Learning Models with Urinary Biomarkers

Region

Japan


Condition

Condition

Pancreatic cancer, lung cancer, breast cancer, colorectal cancer, gastric cancer, esophageal cancer, ovarian cancer, kidney cancer, urothelial cancer, prostate cancer, cervical cancer, uterine cancer, liver cancer, gallbladder and bile duct cancer, head and neck cancer, hematological malignancies

Classification by specialty

Gastroenterology Hepato-biliary-pancreatic medicine Pneumology
Hematology and clinical oncology Nephrology Gastrointestinal surgery
Hepato-biliary-pancreatic surgery Chest surgery Breast surgery
Urology Oral surgery Laboratory medicine
Adult

Classification by malignancy

Malignancy

Genomic information

NO


Objectives

Narrative objectives1

1. miRNA Analysis
miRNA profiles obtained from urine samples of each cancer patient and healthy adults will be comprehensively analyzed to evaluate the relevance to clinical information obtained in usual medical practice.

2. DNA methylation Analysis
Methylation patterns of cfDNA extracted from urine samples of each cancer patient and healthy adults will be comprehensively analyzed to evaluate the relevance to clinical information obtained in usual medical practice.

Basic objectives2

Others

Basic objectives -Others

Exploratory Analysis of Other Urinary Biomarkers
We measured and analyzed other biomarkers (such as nucleic acids, proteins, metabolites, urinary constituents, etc.) extracted from urine specimens of various cancer patients and healthy adults, and evaluated their correlation with clinical information obtained from routine examinations.

Trial characteristics_1

Others

Trial characteristics_2

Others

Developmental phase

Not applicable


Assessment

Primary outcomes

(1) miRNA expression level or (2) DNA methylation rate will be measured and the performance of the prediction model constructed by machine learning using these as features will be evaluated. The diagnostic performance for each cancer type will be evaluated based on statistics such as AUC value, sensitivity and specificity. As other biomarkers in urine are still in the exploratory stage, specific evaluation will be conducted from the setting of specific evaluation contents.

Key secondary outcomes

This study is a non-interventional clinical research, and there are no health risks to the study participants. Therefore, no information regarding safety is collected.


Base

Study type

Observational


Study design

Basic design


Randomization


Randomization unit


Blinding


Control


Stratification


Dynamic allocation


Institution consideration


Blocking


Concealment



Intervention

No. of arms


Purpose of intervention


Type of intervention


Interventions/Control_1


Interventions/Control_2


Interventions/Control_3


Interventions/Control_4


Interventions/Control_5


Interventions/Control_6


Interventions/Control_7


Interventions/Control_8


Interventions/Control_9


Interventions/Control_10



Eligibility

Age-lower limit

18 years-old <=

Age-upper limit


Not applicable

Gender

Male and Female

Key inclusion criteria

[For cancer patients]
To participate in this study, you must meet all of the following criteria (1) through (4).
(1) Be 18 years of age or older as of the date of signing the consent form.
(2) The patient is able to obtain written consent for participation in this study based on the free will of the patient or a surrogate, using a consent document approved by the Ethical Review Committee of the respective research institution.
(3) The patient has been diagnosed with one of the following cancers, the primary site of which is known. The histological type and stage of the cancer are not questioned.
Pancreatic cancer, lung cancer, breast cancer, colorectal cancer, stomach cancer, esophageal cancer, ovarian cancer, kidney cancer, urothelial carcinoma, prostate cancer, cervical cancer, uterine cancer, liver cancer, gallbladder and bile duct cancer, head and neck cancer (any site), hematopoietic tumor (malignant lymphoma, leukemia, multiple myeloma)
(4) There is no history of treatment for cancer at the time the urine specimen is collected.

[For healthy adults]
To participate in this study, you must meet all of the following criteria (1) through (3).
(1) Japanese nationals who are between 40 and 90 years of age on the date of signing the consent form.
(2) The individual or surrogate is able to obtain written consent for participation in this study based on his/her own free will using a consent document approved by the ethics review committee of the respective research institution, etc.
(3) Persons who are judged by a physician to be in good health based on a medical evaluation including history, physical examination, vital signs (blood pressure, pulse rate), and clinical laboratory values.

Key exclusion criteria

Persons who meet any of the following criteria (1) through (6) at the time of specimen collection will not be included in this study.
(1) Women who are pregnant or may become pregnant.
(2) Women who are menstruating at the time of scheduled urine sample collection.
(3) Those with a history of malignancy within the past 5 years.
(4) Patients with multiple cancers whose primary tumor is located in more than one organ.
(5) Who are currently participating in an interventional study (including a clinical trial) other than this study.
(6) Any other person who is deemed inappropriate by the investigator.

Target sample size

2200


Research contact person

Name of lead principal investigator

1st name Yuki
Middle name
Last name Ichikawa

Organization

Craif Inc.

Division name

Chief Technology Officer

Zip code

162-0814

Address

B1F THE PORTAL iidabashi, 8-30 Shin-ogawamachi, Shinjuku-ku, Tokyo 162-0814, Japan

TEL

03-6801-8334

Email

clinicaltrial@craif.com


Public contact

Name of contact person

1st name Motoki
Middle name
Last name Mikami

Organization

Craif Inc.

Division name

Clinical Development

Zip code

162-0814

Address

B1F THE PORTAL iidabashi, 8-30 Shin-ogawamachi, Shinjuku-ku, Tokyo 162-0814, Japan

TEL

03-6801-8334

Homepage URL


Email

clinicaltrial@craif.com


Sponsor or person

Institute

Craif Inc.

Institute

Department

Personal name



Funding Source

Organization

Craif Inc.

Organization

Division

Category of Funding Organization

Profit organization

Nationality of Funding Organization



Other related organizations

Co-sponsor


Name of secondary funder(s)



IRB Contact (For public release)

Organization

Craif Institutional Review Board

Address

B1F THE PORTAL iidabashi, 8-30 Shin-ogawamachi, Shinjuku-ku, Tokyo 162-0814, Japan

Tel

03-6801-8334

Email

clinicaltrial@craif.com


Secondary IDs

Secondary IDs

NO

Study ID_1


Org. issuing International ID_1


Study ID_2


Org. issuing International ID_2


IND to MHLW



Institutions

Institutions



Other administrative information

Date of disclosure of the study information

2025 Year 03 Month 28 Day


Related information

URL releasing protocol


Publication of results

Unpublished


Result

URL related to results and publications


Number of participants that the trial has enrolled


Results


Results date posted


Results Delayed


Results Delay Reason


Date of the first journal publication of results


Baseline Characteristics


Participant flow


Adverse events


Outcome measures


Plan to share IPD


IPD sharing Plan description



Progress

Recruitment status

Open public recruiting

Date of protocol fixation

2024 Year 10 Month 07 Day

Date of IRB

2024 Year 11 Month 01 Day

Anticipated trial start date

2024 Year 12 Month 01 Day

Last follow-up date

2026 Year 12 Month 31 Day

Date of closure to data entry

2026 Year 12 Month 31 Day

Date trial data considered complete


Date analysis concluded

2026 Year 12 Month 31 Day


Other

Other related information

Observational study


Management information

Registered date

2025 Year 03 Month 28 Day

Last modified on

2025 Year 08 Month 19 Day



Link to view the page

Value
https://center6.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000065625