Evidence map›Paper›PMID 42319690›Full record

SynthesisJournal of robotic surgery2026

Enhanced accuracy and safety of TiRobot-assisted pedicle screw placement in spinal deformity: an age-stratified meta-analysis.

Wenli Liu, Changqi Yin, Jing Yao, Zhenyan Xu, Kaifei Si, Jinliang Yang, Nan Li, Huiying Li, Guohang Shen, Yupei Dai and 1 more

Abstract readMeta-AnalysisSystematic Review
PubMed Publisher
In one paragraph

Synthesis in Journal of robotic surgery, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

The trial behind it

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

11 authors.

Wenli Liu *General Hospital of Ningxia Mediccal University, 804 Shengli South Street, Yinchuan, 750004, Ningxia, PR China.
Changqi Yin *General Hospital of Ningxia Mediccal University, 804 Shengli South Street, Yinchuan, 750004, Ningxia, PR China.
Jing Yao *General Hospital of Ningxia Mediccal University, 804 Shengli South Street, Yinchuan, 750004, Ningxia, PR China.
Zhenyan XuGeneral Hospital of Ningxia Mediccal University, 804 Shengli South Street, Yinchuan, 750004, Ningxia, PR China.
Kaifei SiGeneral Hospital of Ningxia Mediccal University, 804 Shengli South Street, Yinchuan, 750004, Ningxia, PR China.
Jinliang YangGeneral Hospital of Ningxia Mediccal University, 804 Shengli South Street, Yinchuan, 750004, Ningxia, PR China.
Nan LiGeneral Hospital of Ningxia Mediccal University, 804 Shengli South Street, Yinchuan, 750004, Ningxia, PR China.
Huiying LiGeneral Hospital of Ningxia Mediccal University, 804 Shengli South Street, Yinchuan, 750004, Ningxia, PR China.
Guohang ShenGeneral Hospital of Ningxia Mediccal University, 804 Shengli South Street, Yinchuan, 750004, Ningxia, PR China.
Yupei Dai *General Hospital of Ningxia Mediccal University, 804 Shengli South Street, Yinchuan, 750004, Ningxia, PR China. 1428421664@qq.com.
Yanhua Ning *General Hospital of Ningxia Mediccal University, 804 Shengli South Street, Yinchuan, 750004, Ningxia, PR China. nxmunyh@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

To compare the efficacy and safety of TiRobot-assisted versus conventional surgery for spinal deformity through meta-analysis, with age-stratified subgroup analyses in pediatric and adult patients. Comparative studies assessing TiRobot-assisted and conventional surgery for spinal deformity were systematically retrieved. Pooled analyses were conducted for operative outcomes, perioperative parameters, radiographic correction, pedicle screw accuracy, complications, and postoperative functional outcomes. Pediatric and adult subgroup analyses were subsequently performed. TiRobot-assisted surgery was associated with longer operative time overall, with statistical significance observed in pediatric patients. Screw insertion time was significantly shorter only in the pediatric subgroup. Intraoperative blood loss was significantly reduced in both pediatric and adult patients receiving TiRobot assistance. Adult patients in the TiRobot-assisted group had shorter hospital stays, whereas pediatric patients underwent fewer fluoroscopic exposures. Although overall radiographic correction was largely comparable between groups, TiRobot assistance significantly improved pedicle screw accuracy. The proportion of Gertzbein-Robbins grade A + B screws was higher, particularly in pediatric patients, while the proportion of grade 0 + 1 screws was higher in adults. In addition, TiRobot-assisted surgery significantly reduced overall and neurologic complication rates, with the reduction in neurologic complications being particularly evident in adult patients. TiRobot-assisted surgery for spinal deformity improves pedicle screw placement accuracy and perioperative safety while providing selective advantages in perioperative recovery. The pattern of benefit differs between pediatric and adult populations, but the overall balance of evidence favors TiRobot assistance over conventional techniques.

Indexed as

Pedicle ScrewsRobotic Surgical ProceduresScoliosisSpinal CurvaturesSpinal FusionAdolescentAdultAgedAge FactorsChildHumansMiddle AgedOperative TimePostoperative ComplicationsTreatment OutcomeYoung AdultFreehand techniquePedicle screwScoliosisTiRobot

Identifiers

What Socratic holds

Textmetadata
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Registered trials

None linked

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 Socratic graph.