Evidence map›Paper›PMID 42474778›Full record

SynthesisJournal of robotic surgery2026

The Multi-Dimensional Learning Curve in Robotic-Assisted vs. Laparoscopic Rectal Cancer Resection: A Systematic Review of Procedural Efficiency, Pathological Integrity, and Ergonomic Impact.

Greeshma Arun Kumar, Gargi Sharma, Brahmini Arun Kumar

Abstract readSystematic ReviewComparative Study
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

3 authors.

Greeshma Arun KumarCollege of Medicine, Gulf Medical University, Ajman, UAE. greeshmaaarun@gmail.com.
Gargi SharmaCollege of Medicine, Gulf Medical University, Ajman, UAE.
Brahmini Arun KumarUniversity of Greater Manchester, Manchester, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The adoption of robotic-assisted surgery (RAS) for rectal cancer is governed by a steep learning curve (LC). This systematic review evaluates the "Price of Proficiency" by comparing RAS to conventional laparoscopic surgery (CLS) across temporal, oncological, and ergonomic dimensions. A systematic search of PubMed, Embase, and Scopus (2014-2026) identified 24 studies utilizing Cumulative Sum (CUSUM) or Risk-Adjusted CUSUM (RA-CUSUM) modeling. Methodological quality was appraised using MINORS and Cochrane RoB 2.0 tools. Synthesis of >3,500 procedures revealed a triphasic LC. Phase I (Learning: cases 1-25) demonstrated high operative times but remarkably low conversion rates (1.0%-3.2%) compared to historical CLS averages (12.2%- 15.0%). Technical proficiency (Phase II) stabilized by case 35, while Phase III (Mastery: >50 cases) was characterized by "Complexity Drift," where surgeons tackled high-BMI and post-radiation cases without compromising outcomes. Oncological quality, including TME completeness (91.9%-97.0%) and CRM negativity, remained stable throughout all LC phases. Mastery was associated with higher nodal yield and an increased likelihood of achieving a "Textbook Outcome". The robotic platform decouples procedural speed from surgical safety, providing an immediate "safety net" that protects oncological integrity during the initial learning phase. While RAS requires a significant temporal investment, its superior ergonomics and lower conversion rates support its transition as the standard for minimally invasive rectal cancer resection.

Indexed as

ErgonomicsLaparoscopyLearning CurveRectal NeoplasmsRobotic Surgical ProceduresHumansOperative TimeComplexity driftEndoWrist™ precisionOncological integrityRA-CUSUM (Risk-Adjusted Cumulative Sum)Robotic-Assisted Surgery (RAS)Surgical learning curveTechnical gap decouplingTextbook outcome (TO)The safety paradoxTotal Mesorectal Excision (TME)

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

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 OpenQuestion graph.