Stratification algorithm for repetitive TMS in stroke (START): Results from an exploratory crossover study

The role of contralesional motor cortices in paretic upper extremity (UE) motor recovery following stroke varies based on available structural reserve. However, an optimal measure of the reserve to stratify patients for different contralesional brain stimulation remains unknown. This study aimed to...

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Published inJournal of the neurological sciences Vol. 473; p. 123478
Main Authors Lin, Yin-Liang, Potter-Baker, Kelsey A., Sankarasubramanian, Vishwanath, Cunningham, David A., Li, Manshi, O'Laughlin, Kyle, Conforto, Adriana B., Wang, Xiaofeng, Sakaie, Ken, Knutson, Jayme, Machado, Andre G., Plow, Ela B.
Format Journal Article
LanguageEnglish
Published Netherlands Elsevier B.V 15.06.2025
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Online AccessGet full text
ISSN0022-510X
1878-5883
1878-5883
DOI10.1016/j.jns.2025.123478

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Abstract The role of contralesional motor cortices in paretic upper extremity (UE) motor recovery following stroke varies based on available structural reserve. However, an optimal measure of the reserve to stratify patients for different contralesional brain stimulation remains unknown. This study aimed to establish severity criteria distinguishing which patients benefit more from inhibitory contralesional motor cortex (M1) stimulation versus facilitatory contralesional dorsal premotor cortex (cPMd) stimulation. Twenty-four chronic stroke participants underwent three repetitive transcranial magnetic stimulation (rTMS) sessions: inhibitory 1 Hz rTMS to contralesional M1, facilitatory 5 Hz rTMS to cPMd, and sham rTMS. Motor performance on a reaching task (RT) was assessed pre- and post-stimulation. Baseline assessments included UE Fugl-Meyer (UEFM), corticospinal integrity (fractional anisotropy), and motor evoked potentials (MEPs). Classification and Regression Tree (CART) analysis identified UEFM 42 as the threshold distinguishing patients who improved with cM1 inhibition versus cPMd facilitation rTMS, with 91.6 % and 83.3 % accuracy, respectively. Participants with UEFM>42 showed greater RT gains with inhibitory rTMS than more severely impaired individuals (p = 0.06), whereas those with UEFM≤42 demonstrated greater RT gains with facilitatory cPMd rTMS than sham (p = 0.003). Less-severe participants had larger increases in ipsilesional MEPs following inhibitory rTMS (p = 0.007), whereas more-severe (UEFM≤42) MEP-absent participants had larger reductions in interhemispheric inhibition (IHI) following facilitatory cPMd rTMS (p = 0.028). Our findings support the bimodal theory and introduce the START (Stratification Algorithm for rTMS) framework, utilizing clinical impairment and white matter integrity to stratify response. While promising, the START algorithm requires further validation in larger samples to develop targeted and effective neuromodulation treatments. •UE-Fugl Meyer (UEFM) score of 42 stratifies patients for contralesional rTMS.•Less impaired patients (UEFM >42) improve with contralesional inhibition rTMS.•More impaired patients UEFM ≤42) improve with contralesional facilitation rTMS.
AbstractList The role of contralesional motor cortices in paretic upper extremity (UE) motor recovery following stroke varies based on available structural reserve. However, an optimal measure of the reserve to stratify patients for different contralesional brain stimulation remains unknown. This study aimed to establish severity criteria distinguishing which patients benefit more from inhibitory contralesional motor cortex (M1) stimulation versus facilitatory contralesional dorsal premotor cortex (cPMd) stimulation. Twenty-four chronic stroke participants underwent three repetitive transcranial magnetic stimulation (rTMS) sessions: inhibitory 1 Hz rTMS to contralesional M1, facilitatory 5 Hz rTMS to cPMd, and sham rTMS. Motor performance on a reaching task (RT) was assessed pre- and post-stimulation. Baseline assessments included UE Fugl-Meyer (UEFM), corticospinal integrity (fractional anisotropy), and motor evoked potentials (MEPs). Classification and Regression Tree (CART) analysis identified UEFM 42 as the threshold distinguishing patients who improved with cM1 inhibition versus cPMd facilitation rTMS, with 91.6 % and 83.3 % accuracy, respectively. Participants with UEFM>42 showed greater RT gains with inhibitory rTMS than more severely impaired individuals (p = 0.06), whereas those with UEFM≤42 demonstrated greater RT gains with facilitatory cPMd rTMS than sham (p = 0.003). Less-severe participants had larger increases in ipsilesional MEPs following inhibitory rTMS (p = 0.007), whereas more-severe (UEFM≤42) MEP-absent participants had larger reductions in interhemispheric inhibition (IHI) following facilitatory cPMd rTMS (p = 0.028). Our findings support the bimodal theory and introduce the START (Stratification Algorithm for rTMS) framework, utilizing clinical impairment and white matter integrity to stratify response. While promising, the START algorithm requires further validation in larger samples to develop targeted and effective neuromodulation treatments.The role of contralesional motor cortices in paretic upper extremity (UE) motor recovery following stroke varies based on available structural reserve. However, an optimal measure of the reserve to stratify patients for different contralesional brain stimulation remains unknown. This study aimed to establish severity criteria distinguishing which patients benefit more from inhibitory contralesional motor cortex (M1) stimulation versus facilitatory contralesional dorsal premotor cortex (cPMd) stimulation. Twenty-four chronic stroke participants underwent three repetitive transcranial magnetic stimulation (rTMS) sessions: inhibitory 1 Hz rTMS to contralesional M1, facilitatory 5 Hz rTMS to cPMd, and sham rTMS. Motor performance on a reaching task (RT) was assessed pre- and post-stimulation. Baseline assessments included UE Fugl-Meyer (UEFM), corticospinal integrity (fractional anisotropy), and motor evoked potentials (MEPs). Classification and Regression Tree (CART) analysis identified UEFM 42 as the threshold distinguishing patients who improved with cM1 inhibition versus cPMd facilitation rTMS, with 91.6 % and 83.3 % accuracy, respectively. Participants with UEFM>42 showed greater RT gains with inhibitory rTMS than more severely impaired individuals (p = 0.06), whereas those with UEFM≤42 demonstrated greater RT gains with facilitatory cPMd rTMS than sham (p = 0.003). Less-severe participants had larger increases in ipsilesional MEPs following inhibitory rTMS (p = 0.007), whereas more-severe (UEFM≤42) MEP-absent participants had larger reductions in interhemispheric inhibition (IHI) following facilitatory cPMd rTMS (p = 0.028). Our findings support the bimodal theory and introduce the START (Stratification Algorithm for rTMS) framework, utilizing clinical impairment and white matter integrity to stratify response. While promising, the START algorithm requires further validation in larger samples to develop targeted and effective neuromodulation treatments.
The role of contralesional motor cortices in paretic upper extremity (UE) motor recovery following stroke varies based on available structural reserve. However, an optimal measure of the reserve to stratify patients for different contralesional brain stimulation remains unknown. This study aimed to establish severity criteria distinguishing which patients benefit more from inhibitory contralesional motor cortex (M1) stimulation versus facilitatory contralesional dorsal premotor cortex (cPMd) stimulation. Twenty-four chronic stroke participants underwent three repetitive transcranial magnetic stimulation (rTMS) sessions: inhibitory 1 Hz rTMS to contralesional M1, facilitatory 5 Hz rTMS to cPMd, and sham rTMS. Motor performance on a reaching task (RT) was assessed pre- and post-stimulation. Baseline assessments included UE Fugl-Meyer (UEFM), corticospinal integrity (fractional anisotropy), and motor evoked potentials (MEPs). Classification and Regression Tree (CART) analysis identified UEFM 42 as the threshold distinguishing patients who improved with cM1 inhibition versus cPMd facilitation rTMS, with 91.6 % and 83.3 % accuracy, respectively. Participants with UEFM>42 showed greater RT gains with inhibitory rTMS than more severely impaired individuals (p = 0.06), whereas those with UEFM≤42 demonstrated greater RT gains with facilitatory cPMd rTMS than sham (p = 0.003). Less-severe participants had larger increases in ipsilesional MEPs following inhibitory rTMS (p = 0.007), whereas more-severe (UEFM≤42) MEP-absent participants had larger reductions in interhemispheric inhibition (IHI) following facilitatory cPMd rTMS (p = 0.028). Our findings support the bimodal theory and introduce the START (Stratification Algorithm for rTMS) framework, utilizing clinical impairment and white matter integrity to stratify response. While promising, the START algorithm requires further validation in larger samples to develop targeted and effective neuromodulation treatments.
The role of contralesional motor cortices in paretic upper extremity (UE) motor recovery following stroke varies based on available structural reserve. However, an optimal measure of the reserve to stratify patients for different contralesional brain stimulation remains unknown. This study aimed to establish severity criteria distinguishing which patients benefit more from inhibitory contralesional motor cortex (M1) stimulation versus facilitatory contralesional dorsal premotor cortex (cPMd) stimulation. Twenty-four chronic stroke participants underwent three repetitive transcranial magnetic stimulation (rTMS) sessions: inhibitory 1 Hz rTMS to contralesional M1, facilitatory 5 Hz rTMS to cPMd, and sham rTMS. Motor performance on a reaching task (RT) was assessed pre- and post-stimulation. Baseline assessments included UE Fugl-Meyer (UEFM), corticospinal integrity (fractional anisotropy), and motor evoked potentials (MEPs). Classification and Regression Tree (CART) analysis identified UEFM 42 as the threshold distinguishing patients who improved with cM1 inhibition versus cPMd facilitation rTMS, with 91.6 % and 83.3 % accuracy, respectively. Participants with UEFM>42 showed greater RT gains with inhibitory rTMS than more severely impaired individuals (p = 0.06), whereas those with UEFM≤42 demonstrated greater RT gains with facilitatory cPMd rTMS than sham (p = 0.003). Less-severe participants had larger increases in ipsilesional MEPs following inhibitory rTMS (p = 0.007), whereas more-severe (UEFM≤42) MEP-absent participants had larger reductions in interhemispheric inhibition (IHI) following facilitatory cPMd rTMS (p = 0.028). Our findings support the bimodal theory and introduce the START (Stratification Algorithm for rTMS) framework, utilizing clinical impairment and white matter integrity to stratify response. While promising, the START algorithm requires further validation in larger samples to develop targeted and effective neuromodulation treatments. •UE-Fugl Meyer (UEFM) score of 42 stratifies patients for contralesional rTMS.•Less impaired patients (UEFM >42) improve with contralesional inhibition rTMS.•More impaired patients UEFM ≤42) improve with contralesional facilitation rTMS.
AbstractThe role of contralesional motor cortices in paretic upper extremity (UE) motor recovery following stroke varies based on available structural reserve. However, an optimal measure of the reserve to stratify patients for different contralesional brain stimulation remains unknown. This study aimed to establish severity criteria distinguishing which patients benefit more from inhibitory contralesional motor cortex (M1) stimulation versus facilitatory contralesional dorsal premotor cortex (cPMd) stimulation. Twenty-four chronic stroke participants underwent three repetitive transcranial magnetic stimulation (rTMS) sessions: inhibitory 1 Hz rTMS to contralesional M1, facilitatory 5 Hz rTMS to cPMd, and sham rTMS. Motor performance on a reaching task (RT) was assessed pre- and post-stimulation. Baseline assessments included UE Fugl-Meyer (UEFM), corticospinal integrity (fractional anisotropy), and motor evoked potentials (MEPs). Classification and Regression Tree (CART) analysis identified UEFM 42 as the threshold distinguishing patients who improved with cM1 inhibition versus cPMd facilitation rTMS, with 91.6 % and 83.3 % accuracy, respectively. Participants with UEFM>42 showed greater RT gains with inhibitory rTMS than more severely impaired individuals ( p = 0.06), whereas those with UEFM≤42 demonstrated greater RT gains with facilitatory cPMd rTMS than sham ( p = 0.003). Less-severe participants had larger increases in ipsilesional MEPs following inhibitory rTMS ( p = 0.007), whereas more-severe (UEFM≤42) MEP-absent participants had larger reductions in interhemispheric inhibition (IHI) following facilitatory cPMd rTMS ( p = 0.028). Our findings support the bimodal theory and introduce the START ( Stratification Algorithm for rTMS) framework, utilizing clinical impairment and white matter integrity to stratify response. While promising, the START algorithm requires further validation in larger samples to develop targeted and effective neuromodulation treatments.
ArticleNumber 123478
Author Li, Manshi
Machado, Andre G.
Cunningham, David A.
Potter-Baker, Kelsey A.
Plow, Ela B.
Knutson, Jayme
Conforto, Adriana B.
Sakaie, Ken
Lin, Yin-Liang
Sankarasubramanian, Vishwanath
Wang, Xiaofeng
O'Laughlin, Kyle
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  givenname: Kelsey A.
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  fullname: Potter-Baker, Kelsey A.
  organization: Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
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  givenname: Vishwanath
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  surname: Plow
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  email: plowe2@ccf.org
  organization: Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
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Keywords Stroke
Repetitive transcranial magnetic stimulation (rTMS)
Brain stimulation
Neuromodulation
Interhemispheric inhibition (IHI)
Language English
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Snippet The role of contralesional motor cortices in paretic upper extremity (UE) motor recovery following stroke varies based on available structural reserve....
AbstractThe role of contralesional motor cortices in paretic upper extremity (UE) motor recovery following stroke varies based on available structural reserve....
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StartPage 123478
SubjectTerms Adult
Aged
Algorithms
Brain stimulation
Cross-Over Studies
Evoked Potentials, Motor - physiology
Female
Functional Laterality - physiology
Humans
Interhemispheric inhibition (IHI)
Male
Middle Aged
Motor Cortex - diagnostic imaging
Motor Cortex - physiopathology
Neurology
Neuromodulation
Repetitive transcranial magnetic stimulation (rTMS)
Stroke
Stroke - diagnostic imaging
Stroke - physiopathology
Stroke - therapy
Stroke Rehabilitation - methods
Transcranial Magnetic Stimulation - methods
Title Stratification algorithm for repetitive TMS in stroke (START): Results from an exploratory crossover study
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https://www.clinicalkey.es/playcontent/1-s2.0-S0022510X25000954
https://dx.doi.org/10.1016/j.jns.2025.123478
https://www.ncbi.nlm.nih.gov/pubmed/40209285
https://www.proquest.com/docview/3188815047
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