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Carretero-Barrio I, Pijuan L, Illarramendi A, Curto D, López-Ríos F, Estébanez-Gallo Á, Castellvi J, Granados-Aparici S, Compañ-Quilis D, Noguera R, Esteban-Rodríguez I, Sánchez-Güerri I, Ramos-Guerra AD, Ortuño JE, Garrido P, Ledesma-Carbayo MJ, Benito A, Palacios J. Concordance in the estimation of tumor percentage in non-small cell lung cancer using digital pathology. Sci Rep 2024; 14:24163. [PMID: 39406837 PMCID: PMC11480438 DOI: 10.1038/s41598-024-75175-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 10/03/2024] [Indexed: 10/19/2024] Open
Abstract
The incorporation of digital pathology in clinical practice will require the training of pathologists in digital skills. Our study aimed to assess the reliability among pathologists in determining tumor percentage in whole slide images (WSI) of non-small cell lung cancer (NSCLC) using digital image analysis, and study how the results correlate with the molecular findings. Pathologists from nine centers were trained to quantify epithelial tumor cells, tumor-associated stromal cells, and non-neoplastic cells from NSCLC WSI using QuPath. Then, we conducted two consecutive ring trials. In the first trial, analyzing four WSI, reliability between pathologists in the assessment of tumor cell percentage was poor (intraclass correlation coefficient (ICC) 0.09). After performing the first ring trial pathologists received feedback. The second trial, comprising 10 WSI with paired next-generation sequencing results, also showed poor reliability (ICC 0.24). Cases near the recommended 20% visual threshold for molecular techniques exhibited higher values with digital analysis. In the second ring trial reliability slightly improved and human errors were reduced from 5.6% to 1.25%. Most discrepancies arose from subjective tasks, such as the annotation process, suggesting potential improvement with future artificial intelligence solutions.
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Affiliation(s)
- Irene Carretero-Barrio
- Department of Pathology, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), 28034, Madrid, Spain
- Faculty of Medicine, Universidad de Alcalá, 28801, Alcalá de Henares, Spain
- CIBERONC, 28029, Madrid, Spain
| | - Lara Pijuan
- Department of Pathology, Hospital Universitari Bellvitge, L'Hospitalet de Llobregat, 08097, Barcelona, Spain
| | - Adrián Illarramendi
- Department of Pathology, Hospital Universitario 12 de Octubre, 28041, Madrid, Spain
| | - Daniel Curto
- Department of Pathology, Hospital Universitario 12 de Octubre, 28041, Madrid, Spain
| | - Fernando López-Ríos
- CIBERONC, 28029, Madrid, Spain
- Department of Pathology, Hospital Universitario 12 de Octubre, 28041, Madrid, Spain
| | - Ángel Estébanez-Gallo
- Department of Pathology, Hospital Universitario Marqués de Valdecilla, 39011, Santander, Spain
| | - Josep Castellvi
- CIBERONC, 28029, Madrid, Spain
- Department of Pathology, Hospital Universitario Vall D'Hebron, 08035, Barcelona, Spain
| | - Sofía Granados-Aparici
- CIBERONC, 28029, Madrid, Spain
- Department of Pathology, Medical School, University of Valencia-INCLIVA, 46010, Valencia, Spain
| | | | - Rosa Noguera
- CIBERONC, 28029, Madrid, Spain
- Department of Pathology, Medical School, University of Valencia-INCLIVA, 46010, Valencia, Spain
| | | | | | - Ana Delia Ramos-Guerra
- CIBER-BBN, ISCIII, 28029, Madrid, Spain
- Biomedical Image Technologies, ETSI Telecomunicación, Universidad Politécnica de Madrid, 28040, Madrid, Spain
| | - Juan Enrique Ortuño
- CIBER-BBN, ISCIII, 28029, Madrid, Spain
- Biomedical Image Technologies, ETSI Telecomunicación, Universidad Politécnica de Madrid, 28040, Madrid, Spain
| | - Pilar Garrido
- Faculty of Medicine, Universidad de Alcalá, 28801, Alcalá de Henares, Spain
- CIBERONC, 28029, Madrid, Spain
- Medical Oncology Department, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), 28034, Madrid, Spain
| | - María Jesús Ledesma-Carbayo
- CIBER-BBN, ISCIII, 28029, Madrid, Spain
- Biomedical Image Technologies, ETSI Telecomunicación, Universidad Politécnica de Madrid, 28040, Madrid, Spain
| | - Amparo Benito
- Department of Pathology, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), 28034, Madrid, Spain
- Faculty of Medicine, Universidad de Alcalá, 28801, Alcalá de Henares, Spain
| | - José Palacios
- Department of Pathology, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), 28034, Madrid, Spain.
- Faculty of Medicine, Universidad de Alcalá, 28801, Alcalá de Henares, Spain.
- CIBERONC, 28029, Madrid, Spain.
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Rzepakowska A, Olędzka J, Daniel P, Mękarska M, Żurek M, Kulbaka K, Fus Ł. Immunomodulatory role of tumor microenvironment on oncological outcomes in advanced laryngeal cancer. BMC Cancer 2024; 24:1219. [PMID: 39354397 PMCID: PMC11446085 DOI: 10.1186/s12885-024-12959-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2023] [Accepted: 09/17/2024] [Indexed: 10/03/2024] Open
Abstract
BACKGROUND The study evaluated the prognostic impact of the immune microenvironment in LSCC with markers of major immune cells to identify the key determinants of short-term disease-free survival (ST DFS) and reveal factors related to disease progression. METHODS The study cohort included 61 patients who underwent total laryngectomy, 83.6% of whom were male with a mean age of 64.3 years at the time of surgery. Twenty-five patients had long term DFS (over 5 years), 8 - had moderate DFS (between 2 and 5 years), and 28 had short-term DFS (less than 2 years). Immunohistochemical staining and evaluation were performed on samples collected after the laryngectomy. RESULTS The samples' assessment revealed that the mean expression of all analysed markers was the highest both in stroma and the tumor compartment for short term DFS (ST DFS) patients. Analysis confirmed that a high stromal density of CD8 cells (p = 0.038) significantly correlated with DFS, and that the increased presence of CD57 cells (p = 0.021) was significantly associated with ST DFS. Moreover, the high density of CD68 cells in the tumor epithelial compartment had a negative prognostic impact on DFS (p = 0.032). Analysis of overall survival in the studied cohort with Kaplan-Meyer curves revealed that a high stromal density of CD68 cells was a significant negative predictor of OS (p = 0.008). CONCLUSIONS The observed associations of CD68 cells infiltration with progression and prognosis in patients with LSCC provide potential screening and therapeutic opportunities for patients with unfavourable outcomes.
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Affiliation(s)
- Anna Rzepakowska
- Otorhinolaryngology Department Head and Neck Surgery, Medical University of Warsaw, Banacha Street 1a, Warszawa, 02-097, Poland.
| | - Joanna Olędzka
- Students' Scientific Research Group, Otorhinolaryngology Department Head and Neck Surgery, Medical University of Warsaw, Warsaw, Poland
| | - Piotr Daniel
- Students' Scientific Research Group, Otorhinolaryngology Department Head and Neck Surgery, Medical University of Warsaw, Warsaw, Poland
| | - Marta Mękarska
- Students' Scientific Research Group, Otorhinolaryngology Department Head and Neck Surgery, Medical University of Warsaw, Warsaw, Poland
| | - Michał Żurek
- Otorhinolaryngology Department Head and Neck Surgery, Medical University of Warsaw, Banacha Street 1a, Warszawa, 02-097, Poland
- Doctoral School, Medical University of Warsaw, Warsaw, Poland
| | - Karol Kulbaka
- Department of Pathology, Medical University of Warsaw, Warsaw, Poland
| | - Łukasz Fus
- Department of Pathology, Medical University of Warsaw, Warsaw, Poland
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Shen MH, Liu CY, Chang KW, Lai CL, Chang SC, Huang CJ. Propolis Has an Anticancer Effect on Early Stage Colorectal Cancer by Affecting Epithelial Differentiation and Gut Immunity in the Tumor Microenvironment. Nutrients 2023; 15:4494. [PMID: 37960147 PMCID: PMC10648826 DOI: 10.3390/nu15214494] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 10/10/2023] [Accepted: 10/20/2023] [Indexed: 11/15/2023] Open
Abstract
Colorectal cancer (CRC) is one of the most common cancers and is the second leading cause of cancer-related death in the world. Due to the westernization of diets, young patients with CRC are often diagnosed at advanced stages with an associated poor prognosis. Improved lifestyle choices are one way to minimize CRC risk. Among diet choices is the inclusion of bee propolis, long recognized as a health supplement with anticancer activities. Understanding the effect of propolis on the gut environment is worth exploring, and especially its associated intratumoral immune changes and its anticancer effect on the occurrence and development of CRC. In this study, early stage CRC was induced with 1,2-dimethylhydrazine (DMH) and dextran sulfate sodium (DSS) for one month in an animal model, without and with propolis administration. The phenotypes of early stage CRC were evaluated by X-ray microcomputed tomography and histologic examination. The gut immunity of the tumor microenvironment was assessed by immunohistochemical staining for tumor-infiltrating lymphocytes (TILs) and further comparative quantification. We found that the characteristics of the CRC mice, including the body weight, tumor loading, and tumor dimensions, were significantly changed due to propolis administration. With further propolis administration, the CRC tissues of DMH/DSS-treated mice showed decreased cytokeratin 20 levels, a marker for intestinal epithelium differentiation. Additionally, the signal intensity and density of CD3+ and CD4+ TILs were significantly increased and fewer forkhead box protein P3 (FOXP3) lymphocytes were observed in the lamina propria. In conclusion, we found that propolis, a natural supplement, potentially prevented CRC progression by increasing CD3+ and CD4+ TILs and reducing FOXP3 lymphocytes in the tumor microenvironment of early stage CRC. Our study could suggest a promising role for propolis in complementary medicine as a food supplement to decrease or prevent CRC progression.
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Affiliation(s)
- Ming-Hung Shen
- Department of Surgery, Fu Jen Catholic University Hospital, Fu Jen Catholic University, New Taipei City 243089, Taiwan;
- School of Medicine, College of Medicine, Fu Jen Catholic University, New Taipei City 242062, Taiwan;
| | - Chih-Yi Liu
- School of Medicine, College of Medicine, Fu Jen Catholic University, New Taipei City 242062, Taiwan;
- Department of Pathology, Sijhih Cathay General Hospital, New Taipei City 221037, Taiwan
| | - Kang-Wei Chang
- Taipei Neuroscience Institute, Taipei Medical University, Taipei City 110301, Taiwan;
- Laboratory Animal Center, Taipei Medical University, Taipei City 110301, Taiwan
| | - Ching-Long Lai
- Division of Basic Medical Sciences, Department of Nursing, Chang Gung University of Science and Technology, Taoyuan City 333324, Taiwan;
- Research Center for Chinese Herbal Medicine, Chang Gung University of Science and Technology, Taoyuan City 333324, Taiwan
| | - Shih-Chang Chang
- Division of Colorectal Surgery, Department of Surgery, Cathay General Hospital, Taipei City 106438, Taiwan;
| | - Chi-Jung Huang
- Department of Biochemistry, National Defense Medical Center, Taipei City 114201, Taiwan
- Department of Medical Research, Cathay General Hospital, Taipei City 106438, Taiwan
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Henin D, Fiorin LG, Carmagnola D, Pellegrini G, Toma M, Cristofalo A, Dellavia C. Quantitative Evaluation of Inflammatory Markers in Peri-Implantitis and Periodontitis Tissues: Digital vs. Manual Analysis—A Proof of Concept Study. Medicina (B Aires) 2022; 58:medicina58070867. [PMID: 35888586 PMCID: PMC9318134 DOI: 10.3390/medicina58070867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 06/16/2022] [Accepted: 06/27/2022] [Indexed: 11/16/2022] Open
Abstract
Background and Objectives: In dentistry, the assessment of the histomorphometric features of periodontal (PD) and peri-implant (PI) lesions is important to evaluate their underlying pathogenic mechanism. The present study aimed to compare manual and digital methods of analysis in the evaluation of the inflammatory biomarkers in PI and PD lesions. Materials and Methods: PD and PI inflamed soft tissues were excised and processed for histological and immunohistochemical analyses for CD3+, CD4+, CD8+, CD15+, CD20+, CD68+, and CD138+. The obtained slides were acquired using a digital scanner. For each marker, 4 pictures per sample were extracted and the area fraction of the stained tissue was computed both manually using a 594-point counting grid (MC) and digitally using a dedicated image analysis software (DC). To assess the concordance between MC and DC, two blinded observers analysed a total of 200 pictures either with good quality of staining or with non-specific background noise. The inter and intraobserver concordance was evaluated using the intraclass coefficient and the agreement between MC and DC was assessed using the Bland–Altman plot. The time spent analysing each picture using the two methodologies by both observers was recorded. Further, the amount of each marker was compared between PI and PD with both methodologies. Results: The inter- and intraobserver concordance was excellent, except for images with background noise analysed using DC. MC and DC showed a satisfying concordance. DC was performed in half the time compared to MC. The morphological analysis showed a larger inflammatory infiltrate in PI than PD lesions. The comparison between PI and PD showed differences for CD68+ and CD138+ expression. Conclusions: DC could be used as a reliable and time-saving procedure for the immunohistochemical analysis of PD and PI soft tissues. When non-specific background noise is present, the experience of the pathologist may be still required.
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Affiliation(s)
- Dolaji Henin
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, 20133 Milan, Italy; (D.H.); (L.G.F.); (G.P.); (M.T.); (A.C.); (C.D.)
| | - Luiz Guilherme Fiorin
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, 20133 Milan, Italy; (D.H.); (L.G.F.); (G.P.); (M.T.); (A.C.); (C.D.)
- Department of Diagnosis and Surgery, Division of Periodontics, School of Dentistry, Sao Paulo State University (UNESP), Aracatuba 16015-050, SP, Brazil
| | - Daniela Carmagnola
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, 20133 Milan, Italy; (D.H.); (L.G.F.); (G.P.); (M.T.); (A.C.); (C.D.)
- Correspondence:
| | - Gaia Pellegrini
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, 20133 Milan, Italy; (D.H.); (L.G.F.); (G.P.); (M.T.); (A.C.); (C.D.)
| | - Marilisa Toma
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, 20133 Milan, Italy; (D.H.); (L.G.F.); (G.P.); (M.T.); (A.C.); (C.D.)
| | - Aurora Cristofalo
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, 20133 Milan, Italy; (D.H.); (L.G.F.); (G.P.); (M.T.); (A.C.); (C.D.)
| | - Claudia Dellavia
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, 20133 Milan, Italy; (D.H.); (L.G.F.); (G.P.); (M.T.); (A.C.); (C.D.)
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