Evidence map›Paper›PMID 41803697›Full record

ArticleBMC geriatrics2026

Frailty-stratified effective dose of nalbuphine for postoperative analgesia in elderly patients undergoing laparoscopic gastrointestinal surgery: a modified Dixon-based dose-finding protocol.

Weiwei Wang, Chuansong Wei, Songsong Chen, Guanghan Wu, Lingling Xu, Xiaojun Gao, Yuehan Du, Mengjie Liu, Min Zhang, Yongtao Sun

Registry-linked trialAbstract readClinical Trial Protocol
In one paragraph

Article in BMC geriatrics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06953570 (Impact of Frailty on the Median Effective Dose of Nalbuphine in Patient-Controlled Intravenous Analgesia for Postoperative Pain in Elderly Patients Undergoing Laparoscopic Gastrointestinal Surgery), which is not on this 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.

NCT06953570 not yet recruitingnot on this map

Impact of Frailty on the Median Effective Dose of Nalbuphine in Patient-Controlled Intravenous Analgesia for Postoperative Pain in Elderly Patients Undergoing Laparoscopic Gastrointestinal Surgery: A Prospective, Double-Blind, Cohort Study

TypeobservationalSponsorYongtao SunRan2025 to 2026Enrolled120ConditionsPCIA, Frailty, Laparoscopic Gastrointestinal Surgery
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

10 authors.

Weiwei Wang *Department of Anaesthesiologist, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, 250014, China.
Chuansong Wei *Department of Nursing, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, 250014, China.
Songsong ChenDepartment of Anaesthesiologist, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, 250014, China.
Guanghan WuDepartment of Anaesthesiologist, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, 250014, China.
Lingling XuDepartment of Nursing, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, 250014, China.
Xiaojun GaoDepartment of Anaesthesiologist, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, 250014, China.
Yuehan DuDepartment of Anaesthesiologist, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, 250014, China.
Mengjie LiuDepartment of Anaesthesiologist, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, 250014, China.
Min ZhangDepartment of Anaesthesiologist, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, 250014, China. Zhangmin201609@outlook.com.
Yongtao SunDepartment of Anaesthesiologist, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, 250014, China. ytsun@sdfmu.edu.cn.

Funding

Clinical Research Special Fund of the Wu Jieping Medical Foundation 320.6750.2024-15-19the Education and Teaching Reform Research Project of Shandong First Medical University (Shandong Academy of Medical Sciences XM2024091
6 · The paper itself

Abstract

backgroundSubstantial interindividual variability exists in postoperative analgesic requirements among frail elderly patients. Nalbuphine has the advantages of effective analgesia and a lower risk of respiratory depression, but its dose‒response relationship in patients with varying degrees of frailty remains unclear. This study will group patients based on the preoperative Modified Frailty Index-11 (mFI-11) and utilize the modified Dixon sequential method to explore, for the first time, the median effective dose (ED50) of a nalbuphine and dexmedetomidine combination administered via patient-controlled intravenous analgesia (PCIA) in elderly individuals receiving laparoscopic gastrointestinal surgery.

methodsThis will be a prospective, double-blind, interventional, dose-exploration study. The study participants will be selected from elderly patients (aged 65 years and above) undergoing elective laparoscopic gastrointestinal surgery. Based on their preoperative mFI-11 scores, patients will be assigned to the healthy (mFI = 0), pre-frailty (0 < mFI < 0.27), or frailty (mFI ≥ 0.27) groups. Postoperatively, all patients will receive a combination of nalbuphine and dexmedetomidine via PCIA. Dose titration will be conducted using a modified Dixon’s up-and-down sequential method. All groups will receive a uniform initial dose of 1 mg/kg nalbuphine, with subsequent doses subject to ± 0.1 mg/kg adjustments. Titration for each group will be terminated once seven sequential crossover events are recorded, defined as the point where analgesia transitions from effective to ineffective. Probit regression analysis will be used to estimate the ED₅₀ for each group. The primary endpoint is the ED50 of nalbuphine required to achieve satisfactory analgesia (Numeric Rating Scale at rest [NRS-R] score ≤ 3) within the first 24 postoperative hours. Secondary endpoints include the 95% effective dose (ED₉₅) of nalbuphine, sedation scores, the incidence of adverse events (including respiratory depression, nausea, vomiting, pruritus, and dizziness), hemodynamic parameters (pulse oxygen saturation [SpO₂], systolic blood pressure [SBP], mean arterial pressure [MAP], diastolic blood pressure [DBP], and heart rate [HR]), and and postoperative recovery indicators (time to ambulation, time to oral diet tolerance, time to flatus, and time to urinary catheter removal). DISCUSSION: A novel contribution of this work is the systematic investigation into how the dose-response relationship of nalbuphine varies with preoperative frailty levels, with the aim of determining effective postoperative PCIA strategies and more precise nalbuphine analgesic dosage guidance for patients undergoing laparoscopic gastrointestinal surgery, particularly frail elderly patients. This approach is expected to mitigate non-essential adverse effects, improve patient comfort, and enhance the quality of life, thereby paving the way for a “frailty-tailored” postoperative pain management protocol.

trial registrationClinicalTrials.gov, Identifier NCT06953570 Registered on April 23, 2025.

Indexed as

Analgesia, Patient-ControlledAnalgesics, OpioidDigestive System Surgical ProceduresFrailtyLaparoscopyNalbuphinePostoperative PainAgedAged, 80 and overDose-Response Relationship, DrugDouble-Blind MethodFemaleFrail ElderlyHumansMaleProspective StudiesAnalgesics, OpioidNalbuphineFrailtyLaparoscopic gastrointestinal surgeryMedian effective doseNalbuphinePatient-controlled intravenous analgesia

Identifiers

PMID41803697
PMCPMC13085566

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Registered trials

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.