| Unique ID issued by UMIN | UMIN000061859 |
|---|---|
| Receipt number | R000070516 |
| Scientific Title | Development of a Prediction Model for Recovery of Upper Limb Motor Function in Patients with Stroke in the Subacute Phase |
| Date of disclosure of the study information | 2026/06/30 |
| Last modified on | 2026/06/10 17:26:29 |
Development of a Prediction Model for Recovery of Upper Limb Motor Function in Patients with Stroke in the Subacute Phase
Development of a Prediction Model for Recovery of Upper Limb Motor Function in Patients with Stroke in the Subacute Phase
Development of a Prediction Model for Recovery of Upper Limb Motor Function in Patients with Stroke in the Subacute Phase
Development of a Prediction Model for Recovery of Upper Limb Motor Function in Patients with Stroke in the Subacute Phase
| Japan |
Stroke
| Rehabilitation medicine |
Others
NO
The aim of this study is to develop a prediction model for the severity of upper limb motor impairment at 1, 2, and 3 months after the initial assessment, based on admission data from patients with moderate to severe upper limb motor impairment after stroke in the subacute phase.
Others
Development and validation of a prognostic prediction model for recovery of upper limb motor function in patients with stroke in the subacute phase
Exploratory
Pragmatic
Not applicable
Fugl-Meyer Assessment for Upper Extremity (FMA-UE) scores at 1, 2, and 3 months after the initial assessment.
Observational
| 18 | years-old | <= |
| Not applicable |
Male and Female
1) Stroke patients with cerebral infarction or intracerebral hemorrhage whose onset occurred between April 1, 2025 and March 31, 2028.
2) 18 years or older at the initial assessment.
3) Time from stroke onset to the initial assessment between 7 and 56 days.
4) Fugl-Meyer Assessment for Upper Extremity score of 47 or lower at the initial assessment.
5) Continued hospitalization for at least 1 month after the initial assessment.
1) Subarachnoid hemorrhage.
2) Inability to receive at least 3 units of rehabilitation therapy on 20% or more of hospitalization days.
3) Upper limb pain interfering with rehabilitation for improvement of upper limb motor function.
4) Missing values in three or more predictor variables.
5) Cerebellar ataxia ipsilateral to an infratentorial lesion.
6) Bilateral upper limb motor paresis due to recurrent stroke, making the Thumb Localizing Test difficult to perform.
1000
| 1st name | Naoya |
| Middle name | |
| Last name | Anmoto |
Nagoya City University Rehabilitation Hospital
Division of Occupational Therapy, Department of Rehabilitation Medicine
467-8604
1-2 Mikanyama, Yatomi-cho, Mizuho-ku, Nagoya, Aichi, Japan
052-680-8123
anmoto@med.nagoya-cu.ac.jp
| 1st name | Naoya |
| Middle name | |
| Last name | Anmoto |
Nagoya City University Rehabilitation Hospital
Division of Occupational Therapy, Department of Rehabilitation Medicine
467-8604
1-2 Mikanyama, Yatomi-cho, Mizuho-ku, Nagoya, Aichi, Japan
052-680-8123
anmoto@med.nagoya-cu.ac.jp
Nagoya City University Rehabilitation Hospital
Naoya Anmoto
Japan Science and Technology Agency (JST)
Japanese Governmental office
Graduate School of Rehabilitation Science, Osaka Metropolitan University, Osaka, Japan
Department of Rehabilitation, School of Health Sciences, Tokyo University of Technology, Tokyo, Japan
Nagoya City University Rehabilitation Hospital
1-2 Mikanyama, Yatomi-cho, Mizuho-ku, Nagoya, Aichi, Japan
052-680-8123
anmoto@med.nagoya-cu.ac.jp
NO
社会福祉法人済生会 山形済生病院(山形県)
医療法人社団健育会 健育会ねりま病院(東京都)
長野県厚生農業協同組合連合会 鹿教湯三才山リハビリテーションセンター(長野県)
医療法人えいしん会 岸和田リハビリテーション病院(大阪府)
医療法人相生会 福岡みらい病院(福岡県)
昭和医科大学 藤が丘リハビリテーション病院(神奈川県)
社会福祉法人農協共済 中伊豆リハビリテーションセンター(静岡県)
伊丹恒生脳神経外科病院(兵庫県)
社会医療法人愛生会 上飯田リハビリテーション病院(愛知県)
医療法人啓仁会 豊川さくら病院(愛知県)
社会福祉法人恩賜財団 済生会東神奈川リハビリテーション病院(神奈川県)
医療法人偕行会 偕行会リハビリテーション病院(愛知県)
医療法人川崎病院(福岡県)
名古屋市立大学医学部附属みらい光生病院(愛知県)
| 2026 | Year | 06 | Month | 30 | Day |
Unpublished
Enrolling by invitation
| 2026 | Year | 04 | Month | 05 | Day |
| 2026 | Year | 05 | Month | 16 | Day |
| 2026 | Year | 06 | Month | 01 | Day |
| 2028 | Year | 06 | Month | 30 | Day |
This is a multicenter observational study using clinical data from approximately 1,000 patients with stroke in the subacute phase collected from approximately 15 institutions. Clinical information and assessment measures related to upper limb motor function obtained at the initial assessment during usual care and usual rehabilitation will be used as predictor variables. Fugl-Meyer Assessment for Upper Extremity scores at 1, 2, and 3 months after the initial assessment will be used as outcome variables. Data from 700 patients will be used as the training dataset, and data from 300 patients will be used as the validation dataset. A prognostic prediction model for recovery of upper limb motor function will be developed using decision tree analysis, and its predictive performance will be evaluated using the validation dataset.
| 2026 | Year | 06 | Month | 10 | Day |
| 2026 | Year | 06 | Month | 10 | Day |
Value
https://center6.umin.ac.jp/cgi-open-bin/icdr_e/ctr_view.cgi?recptno=R000070516