Evidence map›Paper›PMID 41060475›Full record

ArticleLangenbeck's archives of surgery2025

External validation of the ACS NSQIP surgical risk calculator for the prediction of surgical site infection (SSI) and its association with the postoperative occurrence of incisional hernia (IH) in midline laparotomy patients.

Edgard Efrén Lozada-Hernández, Luis A Martin-Del-Campo, Luis Alberto Fernández-Vázquez-Mellado, Héctor Ali Valenzuela Alpuche, Enrique Ricardo Jean-Silver, H Alejandro Rodríguez, Ricardo Reynoso González, Irma Lisseth Maldonado-Barrios, Sebastián Amador-Ramírez, Roland Kevin Cethorth Fonseca

Abstract readValidation Study
In one paragraph

Article in Langenbeck's archives of surgery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. External validation of the IHXGboost-P model to predict incisional hernia after midline laparotomy.Hernia : the journal of hernias and abdominal wall surgery · 2026
    Article
  3. Review
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.

Edgard Efrén Lozada-HernándezGeneral Surgery, Department of Diseases of the Digestive Tract, Servicios de salud del Instituto Mexicano del Seguro Social para el Bienestar (IMSS-BIENESTAR) Hospital Regional de Alta Especialidad del Bajío, Circuito Quinta los Naranjos # 145 B. Colonia Quinta los Naranjos, León, Guanajuato, México. edgardlozada2@gmail.com.ORCID http://orcid.org/0000-0001-8614-9516
Luis A Martin-Del-CampoCentro de Enfermedades Esofágicas de Occidente and Centro de Cirugía Robótica Hospital Ángeles del Carmen, Guadalajara, Jalisco, México.
Luis Alberto Fernández-Vázquez-MelladoFacultad de medicina (School of Medicine) and Hospital Ángeles Querétaro, Universidad Autónoma de Querétaro, Querétaro, México.ORCID http://orcid.org/0009-0006-6579-6574
Héctor Ali Valenzuela AlpucheHospital Ángeles Andares, Guadalajara, México.ORCID http://orcid.org/0000-0002-5566-108X
Enrique Ricardo Jean-SilverCentro Médico ABC / Tecnológico de Monterrey Campus Ciudad de México, Ciudad de México, México.ORCID http://orcid.org/0000-0003-1929-0506
H Alejandro RodríguezTecnológico de Monterrey, Escuela de Medicina y Ciencias de la Salud, Monterrey, Nuevo León, México.ORCID http://orcid.org/0000-0001-9436-6086
Ricardo Reynoso GonzálezGeneral Surgery, Social Security Institute of the state of Mexico and Municipalities, Toluca, México.ORCID http://orcid.org/0000-0002-8521-3974
Irma Lisseth Maldonado-BarriosGeneral Surgery, Department of Diseases of the Digestive Tract, Servicios de salud del Instituto Mexicano del Seguro Social para el Bienestar (IMSS-BIENESTAR) Hospital Regional de Alta Especialidad del Bajío, Circuito Quinta los Naranjos # 145 B. Colonia Quinta los Naranjos, León, Guanajuato, México.
Sebastián Amador-RamírezGeneral Surgery, Department of Diseases of the Digestive Tract, Servicios de salud del Instituto Mexicano del Seguro Social para el Bienestar (IMSS-BIENESTAR) Hospital Regional de Alta Especialidad del Bajío, Circuito Quinta los Naranjos # 145 B. Colonia Quinta los Naranjos, León, Guanajuato, México.
Roland Kevin Cethorth FonsecaGeneral Surgery, Department of Diseases of the Digestive Tract, Servicios de salud del Instituto Mexicano del Seguro Social para el Bienestar (IMSS-BIENESTAR) Hospital Regional de Alta Especialidad del Bajío, Circuito Quinta los Naranjos # 145 B. Colonia Quinta los Naranjos, León, Guanajuato, México.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeIncisional hernia (IH) is a common complication following midline laparotomy, with an incidence of 12.8% at 23.8 months of follow-up. Surgical site infection (SSI) is a significant risk factor for IH. The ACS NSQIP Surgical Risk Calculator is a widely used tool for predicting postoperative complications, including SSI. This study aims to externally validate this calculator in a population of patients undergoing midline laparotomy.

methodsA retrospective longitudinal study was conducted on 1083 patients who underwent midline laparotomy between January 2015 and November 2022. The ability of the ACS NSQIP calculator to predict SSI and its association with the occurrence of IH was evaluated.

resultsThe incidence of SSI was 13.21%. The ACS NSQIP calculator demonstrated good discriminative ability (AUC 0.88) and calibration (Brier score 0.072) for predicting SSI. An optimal cutoff point of 6.6 was identified, with a sensitivity of 78% and specificity of 92%. The presence of SSI increased the risk of IH by a factor of 6 (OR 5.9, 95% CI 3.4-10.3).

conclusionsThe ACS NSQIP Surgical Risk Calculator is a valid tool for predicting SSI in patients undergoing midline laparotomy, with good discriminative ability and calibration. SSI is a significant risk factor for the occurrence of IH, suggesting that including this variable in IH prediction scales could improve their accuracy.

Indexed as

Incisional HerniaLaparotomySurgical Wound InfectionAdultAgedFemaleHumansIncidenceLongitudinal StudiesMaleMiddle AgedPredictive Value of TestsRetrospective StudiesRisk AssessmentRisk FactorsACS NSQIPIncisional herniaMidline laparotomyRisk predictionSurgical site infection

Identifiers

PMID41060475
PMCPMC12507925

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.