Evidence map›Paper›PMID 37296992›Full record

ArticleCancers2023

The Scarface Score: Deciphering Response to DNA Damage Agents in High-Grade Serous Ovarian Cancer-A GEICO Study.

Antonio Fernández-Serra, Raquel López-Reig, Raúl Márquez, Alejandro Gallego, Luís Miguel de Sande, Alfonso Yubero, Cristina Pérez-Segura, Avinash Ramchandani-Vaswani, María Pilar Barretina-Ginesta, Elsa Mendizábal and 14 more

Open access · goldAbstract read
In one paragraph

Article in Cancers, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
1.2field-weighted citation impact, top 18% of its field
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

4 citing papers in PubMed, 1 synthesis or guideline pooled it, 5 citations in OpenAlex.

  1. Morphological and molecular characterization of epithelial ovarian cancer: SEOM-SEAP consensus guidelines for biomarker integration in clinical practice.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026
    Guideline
  2. Article
  3. Article
  4. Article
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

24 authors at 19 institutions in 1 country.

Antonio Fernández-SerraMolecular Biology Lab, Molecular Biology Department, Instituto Valenciano de Oncologia, 46009 Valencia, Spain.ORCID 0000-0003-0851-5239
Raquel López-ReigMolecular Biology Lab, Molecular Biology Department, Instituto Valenciano de Oncologia, 46009 Valencia, Spain.ORCID 0000-0003-2789-5855
Raúl MárquezMedical Oncology Department, MD Anderson Cancer Center, 28033 Madrid, Spain.
Alejandro GallegoMedical Oncology Department, Hospital Universitario La Paz, 28046 Madrid, Spain.
Luís Miguel de SandeMedical Oncology Department, Hospital Universitario de León, 24008 León, Spain.
Alfonso YuberoMedical Oncology Department, Hospital Clínico Universitario Lozano Blesa, 50009 Zaragoza, Spain.
Cristina Pérez-SeguraMedical Oncology Department, Hospital de Sant Pau i Santa Tecla, 08025 Barcelona, Spain.ORCID 0000-0002-5201-6990
Avinash Ramchandani-VaswaniMedical Oncology Department, Hospital Universitario Insular de Gran Canaria, 35016 Gran Canaria, Spain.
María Pilar Barretina-GinestaMedical Oncology Department, Institut Català d'Oncologia Girona, 17007 Girona, Spain.
Elsa MendizábalMedical Oncology Department, Hospital General Universitario Gregorio Marañón, 28007 Madrid, Spain.
Carmen EstebanMedical Oncology Department, Hospital Virgen de la Salud, 45005 Toledo, Spain.ORCID 0000-0002-3986-9665
Fernando GálvezMedical Oncology Department, Complejo Hospitalario de Jaén, 23007 Jaén, Spain.ORCID 0000-0002-0742-2383
Ana Beatriz Sánchez-HerasMedical Oncology Department, Hospital General Universitario de Elche, 03203 Elche, Spain.
Eva María Guerra-AlíaMedical Oncology Department, Hospital Universitario Ramón y Cajal, 28034 Madrid, Spain.
Lydia GabaMedical Oncology Department, Hospital Clínic de Barcelona, 08036 Barcelona, Spain.ORCID 0000-0002-6898-0557
María QuindósMedical Oncology Department, Complejo Hospitalario Universitario A Coruña, 15006 A Coruña, Spain.
Isabel PalacioMedical Oncology Department, Hospital Central Asturias, 33011 Oviedo, Spain.
Jesús AlarcónMedical Oncology Department, Hospital Universitario Son Espases, 07120 Palma de Mallorca, Spain.
Ana OakninMedical Oncology Department, Hospital Universitari Vall d'Hebron, 08035 Barcelona, Spain.
Jessica AliagaPathology Department, Instituto Valenciano de Oncologia, 46009 Valencia, Spain.
Marta Ramírez-CalvoMolecular Biology Lab, Molecular Biology Department, Instituto Valenciano de Oncologia, 46009 Valencia, Spain.
Zaida García-CasadoMolecular Biology Lab, Molecular Biology Department, Instituto Valenciano de Oncologia, 46009 Valencia, Spain.ORCID 0000-0001-6592-6099
Ignacio RomeroMedical Oncology Department, Instituto Valenciano de Oncología, 46010 Valencia, Spain.
José Antonio López-GuerreroMolecular Biology Lab, Molecular Biology Department, Instituto Valenciano de Oncologia, 46009 Valencia, Spain.ORCID 0000-0002-7369-8388
Fundación Instituto Valenciano de Oncología · ESComplejo Hospitalario de Jaén · ESComplexo Hospitalario Universitario A Coruña · ESHospital Clínic de Barcelona · ESHospital Clínico Universitario Lozano Blesa · ESHospital de León · ESHospital de Sant Pau · ESHospital General Universitario de Elche · ESHospital General Universitario Gregorio Marañón · ESHospital Universitario Central de Asturias · ESHospital Universitario Insular de Gran Canaria · ESHospital Universitario La Paz · ESHospital Universitario Ramón y Cajal · ESHospital Universitario Son Espases · ESHospital Virgen de la Salud · ESInstitut Català d'Oncologia · ESMD Anderson Cancer Center Madrid · ESUniversitat de València · ESVall d'Hebron Hospital Universitari · ES

Funding

Generalitat Valenciana ACIF/2016/008Generalitat Valenciana GV/2020/158Grupo Español de Investigación en Cáncer de Ovario GEICO 50
6 · The paper itself

Abstract

Genomic Instability (GI) is a transversal phenomenon shared by several tumor types that provide both prognostic and predictive information. In the context of high-grade serous ovarian cancer (HGSOC), response to DNA-damaging agents such as platinum-based and poly(ADP-ribose) polymerase inhibitors (PARPi) has been closely linked to deficiencies in the DNA repair machinery by homologous recombination repair (HRR) and GI. In this study, we have developed the Scarface score, an integrative algorithm based on genomic and transcriptomic data obtained from the NGS analysis of a prospective GEICO cohort of 190 formalin-fixed paraffin-embedded (FFPE) tumor samples from patients diagnosed with HGSOC with a median follow up of 31.03 months (5.87-159.27 months). In the first step, three single-source models, including the SNP-based model (accuracy = 0.8077), analyzing 8 SNPs distributed along the genome; the GI-based model (accuracy = 0.9038) interrogating 28 parameters of GI; and the HTG-based model (accuracy = 0.8077), evaluating the expression of 7 genes related with tumor biology; were proved to predict response. Then, an ensemble model called the Scarface score was found to predict response to DNA-damaging agents with an accuracy of 0.9615 and a kappa index of 0.9128 (

Indexed as

genomic instabilityhigh-grade serous ovarian cancermachine learningPARPiplatinum-based chemotherapy

Identifiers

PMID37296992
PMCPMC10252660
OpenAlexW4379232662

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.