Efficacy and safety of erythromycin and metoclopramide, alone or in combination, for successful feeding in critically Ill patients: a systematic review and network meta-analysis
Background The comparative effectiveness and safety of erythromycin, metoclopramide, and their combination for enteral nutrition in critically ill patients remain uncertain. This network meta-analysis (NMA) synthesized available evidence. Methods A systematic search of seven electronic databases (Embase, PubMed, Web of Science, Cochrane Library, CNKI, Wanfang, VIP) from inception to February 6, 2026, was conducted with no language restrictions. Standard Cochrane methods were used for study selection, data extraction, and risk of bias assessment. A frequentist NMA was performed using STATA 18.0 with the mvmeta package. Effect estimates were calculated as odds ratios (OR) for binary outcomes and mean differences (MD) for gastric residual volume (GRV), each with 95% confidence intervals (CI). Random-effects models were used throughout. The surface under the cumulative ranking curve (SUCRA) was used to rank interventions. Sensitivity analyses excluded two pediatric studies. Certainty of evidence was assessed using the CINeMA framework (GRADE for NMA). Results Seventeen studies (2,654 patients) were included. For feeding success (5 trials), combination therapy was most effective [SUCRA 100.0%; OR vs. erythromycin 3.03 (1.90–4.83); vs. metoclopramide 4.89 (3.01–7.93)]. For postpyloric intubation success (10 trials), no significant pairwise differences were found; combination therapy ranked highest (SUCRA 76.4%) but with very wide confidence intervals. GRV change (3 trials) showed no significant differences. For any reported AEs (12 trials), placebo (SUCRA 80.0%) and metoclopramide (65.6%) had the most favorable safety profiles, while combination therapy ranked worst (7.5%). The certainty of evidence was moderate for feeding success, low to moderate for AEs, and very low for postpyloric intubation success and GRV. Conclusion Combination therapy may be the most effective for feeding success, though based on small trials. Metoclopramide had a better safety profile. No significant differences were observed for postpyloric intubation success or GRV. These preliminary findings require confirmation in larger, well-designed trials. Systematic review registration https://www.crd.york.ac.uk/prospero/, identifier CRD420251247900.
Supporting data, adapters, predictions and code for the article *Low-Cost LoRA Fine-Tuning of Small Language Models for Multi-Step Arithmetic Reasoning* by Jake O'Grady, Asena Isik Gürhan, Chee Fong Ting and Effirul Ramlan (University of Galway). We generated 20,000 GSM8K-derived arithmetic problems with step-by-step s...
O'Grady, Jake, Gürhan, Asena Isik, Chee, Fong Ting et al.· Zenodo (CERN European Organi...· 465 citations
The results are packaged in the Greenfield Startup Model (GSM), which explains the priority of startups to release the product as quickly as possible, and the need to shorten time-to-market, by speeding up the development through low-precision engineering activities.
Carmine Giardino, Nicolò Paternoster, M. Unterkalmsteiner et al.· IEEE Transactions on Softwar...· 178 citations· ⚡14
Software startup companies develop innovative, software-intensive products within limited timeframes and with few resources, searching for sustainable and scalable business models.
M. Unterkalmsteiner, P. Abrahamsson, Xiaofeng Wang et al.· e-Informatica Software Engin...· 157 citations· ⚡17
This study conducts a case survey study based on the secondary data of the major pivots happened in 49 software startups, and demonstrates that customer need pivot is the most common among all pivot types.
Sohaib Shahid Bajwa, Xiaofeng Wang, Anh Nguyen-Duc et al.· Empirical Software Engineeri...· 127 citations· ⚡15
The comparison of adopter and non-adopter sample reveals three potential adoption inhibitor, security, data privacy, and portability, which underlines the importance of the technical and security perspectives for research investigating the adoption of technology.
Nattakarn Phaphoom, Xiaofeng Wang, S. Samuel et al.· Journal of Systems and Softw...· 111 citations· ⚡8
Objective There is dearth of information on the timeliness of antenatal care (ANC) uptake. This study aimed to determine the timely ANC uptake by a medically trained provider (MTP) as per the World Health Organization (WHO) recommendations and the country guideline. Methods Cross-sectional survey was done with 2,731 wo...
B. Sarker, Musfikur Rahman, T. Rahman et al.· PLoS ONE· 89 citations· ⚡7