Evidence map›Paper›PMID 36293565›Full record

ArticleInternational journal of molecular sciences2022

Correlation of Immunological and Histopathological Features with Gene Expression-Based Classifiers in Colon Cancer Patients.

Simone van de Weerd, Marloes A Smit, Jessica Roelands, Wilma E Mesker, Davide Bedognetti, Peter J K Kuppen, Hein Putter, Rob A E M Tollenaar, Jeanine M L Roodhart, Wouter Hendrickx and 2 more

Open access · goldAbstract read
In one paragraph

Article in International journal of molecular sciences, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
0.4field-weighted citation impact, top 37% 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

3 citing papers in PubMed, 1 synthesis or guideline pooled it, 3 citations in OpenAlex.

  1. Pooled it
  2. 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

12 authors at 5 institutions in 2 countries.

Simone van de WeerdCenter for Experimental and Molecular Medicine, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands.ORCID 0000-0001-8145-8651
Marloes A SmitDepartment of Surgery, Leiden University Medical Center, 2333 ZD Leiden, The Netherlands.ORCID 0000-0002-3961-5040
Jessica RoelandsDepartment of Surgery, Leiden University Medical Center, 2333 ZD Leiden, The Netherlands.
Wilma E MeskerDepartment of Surgery, Leiden University Medical Center, 2333 ZD Leiden, The Netherlands.
Davide BedognettiTranslational Medicine Department, Research Branch, Sidra Medicine, Doha 26999, Qatar.
Peter J K KuppenDepartment of Surgery, Leiden University Medical Center, 2333 ZD Leiden, The Netherlands.ORCID 0000-0002-0294-3251
Hein PutterDepartment of Medical Statistics, Leiden University Medical Center, 2333 ZD Leiden, The Netherlands.
Rob A E M TollenaarDepartment of Surgery, Leiden University Medical Center, 2333 ZD Leiden, The Netherlands.
Jeanine M L RoodhartDepartment of Medical Oncology, University Medical Center Utrecht, Utrecht University, 3584 CX Utrecht, The Netherlands.
Wouter HendrickxTranslational Medicine Department, Research Branch, Sidra Medicine, Doha 26999, Qatar.
Jan Paul MedemaCenter for Experimental and Molecular Medicine, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands.
J Han J M van KriekenDepartment of Pathology, Radboud University Medical Centre, 6525 GA Nijmegen, The Netherlands.
Leiden University Medical Center · NLHamad bin Khalifa University · QARadboud University Nijmegen · NLOncode Institute · NLUtrecht University · NL

Funding

Dutch Cancer Society 6331
6 · The paper itself

Abstract

The purpose of this study was to evaluate the association between four distinct histopathological features: (1) tumor infiltrating lymphocytes, (2) mucinous differentiation, (3) tumor-stroma ratio, plus (4) tumor budding and two gene expression-based classifiers—(1) consensus molecular subtypes (CMS) plus (2) colorectal cancer intrinsic subtypes (CRIS). All four histopathological features were retrospectively scored on hematoxylin and eosin sections of the most invasive part of the primary tumor in 218 stage II and III colon cancer patients from two independent cohorts (AMC-AJCC-90 and AC-ICAM). RNA-based CMS and CRIS assignments were independently obtained for all patients. Contingency tables were constructed and a χ2 test was used to test for statistical significance. Odds ratios with 95% confidence intervals were calculated. The presence of tumor infiltrating lymphocytes and a mucinous phenotype (>50% mucinous surface area) were strongly correlated with CMS1 (p < 0.001 and p = 0.008) and CRIS-A (p = 0.006 and p < 0.001). The presence of mucus (≥ 10%) was associated with CMS3: mucus was present in 64.1% of all CMS3 tumors (p < 0.001). Although a clear association between tumor-stroma ratio and CMS4 was established in this study (p = 0.006), still 32 out of 61 (52.5%) CMS4 tumors were scored as stroma-low, indicating that CMS4 tumors cannot be identified solely based on stromal content. Higher budding counts were seen in CMS4 and CRIS-B tumors (p = 0.045 and p = 0.046). No other associations of the measured parameters were seen for any of the other CRIS subtypes. Our analysis revealed clear associations between histopathologic features and CMS or CRIS subtypes. However, identification of distinct molecular subtypes solely based on histopathology proved to be infeasible. Combining both molecular and morphologic features could potentially improve patient stratification.

Indexed as

Colonic NeoplasmsColorectal NeoplasmsBiomarkers, TumorEosine Yellowish-(YS)Gene ExpressionHematoxylinHumansRetrospective StudiesRNABiomarkers, TumorEosine Yellowish-(YS)HematoxylinRNAcolon cancerconsensus molecular subtypesCRC intrinsic subtypeshistopathologymucinous adenocarcinomatumor buddingtumor infiltrating lymphocytestumor-stroma ratio

Identifiers

PMID36293565
PMCPMC9604175
OpenAlexW4307657776

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.