Evidence map›Paper›PMID 41549269›Full record

ArticleBMC neurology2026

Nonlinear segmentation and positioning of thalamic nuclei for deep brain stimulation implantation assisted by surgical robot in patients with disorders of consciousness: a technical report.

Dongsheng Liu, Tianqing Cao, Yuhan Shang, Mengfei Liu, Panxi Sun, Nan Wang, Yijun Dong, Yupeng Guo, Dawei Kong, Zhuhuan Song and 12 more

Abstract read
In one paragraph

Article in BMC neurology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

22 authors.

Dongsheng Liu *Department of Neurosurgery, Aviation General Hospital, No.3 Beiyuan Road, Beijing, 100012, China.
Tianqing Cao *Department of Neurosurgery, Aviation General Hospital, No.3 Beiyuan Road, Beijing, 100012, China.
Yuhan Shang *Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China.
Mengfei Liu *School of Public Health, Capital Medical University, Beijing, 100069, China.
Panxi SunMinistry of Education Key Laboratory of Xinjiang Endemic and Ethnic Diseases, School of Medicine, Shihezi University, Shihezi, 832099, China.
Nan WangDepartment of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China.
Yijun DongDepartment of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100005, China.
Yupeng GuoDepartment of Neurosurgery, Aviation General Hospital, No.3 Beiyuan Road, Beijing, 100012, China.
Dawei KongDepartment of Neurosurgery, Civil Aviation General Hospital, Beijing, China.
Zhuhuan SongDepartment of Neurosurgery, Civil Aviation General Hospital, Beijing, China.
Lei LiuDepartment of Neurosurgery, Aviation General Hospital, No.3 Beiyuan Road, Beijing, 100012, China.
Guangming ZhangDepartment of Neurosurgery, Aviation General Hospital, No.3 Beiyuan Road, Beijing, 100012, China.
Peiling WongMRC brainnetwork dynamics unit, Oxford university, Oxford, OX3 9DQ, UK.
Shenghong HeMRC brainnetwork dynamics unit, Oxford university, Oxford, OX3 9DQ, UK.
Thomas SimpsonMRC brainnetwork dynamics unit, Oxford university, Oxford, OX3 9DQ, UK.
Xunanjun GuoMRC brainnetwork dynamics unit, Oxford university, Oxford, OX3 9DQ, UK.
Bozhou MenSinovation (Beijing) Medical Technology Co., Ltd, Beijing, 100089, China.
Yawei KuangSinovation (Beijing) Medical Technology Co., Ltd, Beijing, 100089, China.
Xiaosong WangDepartment of Neurosurgery, Civil Aviation General Hospital, Beijing, China.
Guoqiang ChenDepartment of Neurosurgery, Aviation General Hospital, No.3 Beiyuan Road, Beijing, 100012, China.
Shaoya YinClinical College of Neurology, Neurosurgery and Neurorehabilitation, Tianjin Medical University, Tianjin, 300070, China.
Yi YangDepartment of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China. yangyi_81nk@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDeep brain stimulation (DBS) targeting the centromedian-parafascicular (CM-pf) thalamic nucleus is a promising yet challenging intervention for patients with disorders of consciousness (DoC). These patients often present with significant cerebral deformations, which render conventional, atlas-based surgical planning inaccurate. This case series reports the novel application of a Thalamic Region-Based Non-Rigid Registration Technique (NRRT) integrated with a surgical robot to overcome this challenge, demonstrating its feasibility and precision for the first time in this specific patient population. CASE PRESENTATION: We present a series of four patients with chronic DoC (3 males, 1 female; age range 19–66 years) due to varying etiologies (trauma, encephalitis, brainstem hemorrhage/infarction). All patients exhibited minimally conscious state (MCS) and two had significant hydrocephalus causing brain deformation. Each patient underwent robot-assisted DBS implantation in the CM-pf complex. Preoperatively, we compared planned targets from conventional manual methods and the novel NRRT method. Postoperative imaging revealed that the final electrode positions were consistently closer to the NRRT-planned targets than the conventional ones, with a mean vector error of less than 0.4 mm in the X and Y axes. The procedure was safely completed in all cases without surgical complications. The Coma Recovery Scale-Revised (CRS-R) scores improved postoperatively in all patients, with a median score increase of 7 points.

conclusionsThis case series provides initial real-world evidence that NRRT-assisted robotic DBS is a feasible and accurate approach for targeting thalamic nuclei in patients with DoC and distorted brain anatomy. The technique allows for personalized surgical planning that may optimize electrode placement. The observed clinical improvements, while encouraging, require cautious interpretation due to the possibility of spontaneous recovery. This report highlights the potential of advanced image registration technologies to address a fundamental problem in stereotactic surgery and warrants further investigation in larger studies.

trial registrationOur study has been verified by the Chinese Clinical Trial Registry with the registration number: ChiCTR2400085855, and the registration date is June 19, 2024.

Indexed as

Consciousness DisordersDeep Brain StimulationRobotic Surgical ProceduresThalamic NucleiAdultAgedFemaleHumansMagnetic Resonance ImagingMaleMiddle AgedYoung AdultDeep brain stimulationDisorders of consciousnessNon-rigid registrationSurgical robotThalamic

Identifiers

PMID41549269
PMCPMC12895728

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.