Literature DB >> 22527018

An improved image analysis method for cell counting lends credibility to the prognostic significance of T cells in colorectal cancer.

Juha P Väyrynen1, Juha O Vornanen, Sara Sajanti, Jan P Böhm, Anne Tuomisto, Markus J Mäkinen.   

Abstract

Numerous immunohistochemically detectable proteins, such as immune cell surface (CD) proteins, vascular endothelial growth factor, and matrix metalloproteinases, have been proposed as potential prognostic markers in colorectal cancer (CRC) and other malignancies. However, the lack of reproducibility has been a major problem in validating the clinical use of such markers, and this has been attributed to insufficiently robust methods used in immunohistochemical staining or its assessment. In this study, we assessed how computer-assisted image analysis might contribute to the reliable assessment of positive area percentage and immune cell density in CRC specimens, and subsequently, we applied the computer-assisted cell counting method in assessing the prognostic value of T cell infiltration in CRC. The computer-assisted analysis methods were based on separating hematoxylin and diaminobenzidine color layers and then applying a brightness threshold using open source image analysis software ImageJ. We found that computer-based analysis results in a more reproducible assessment of the immune positive area percentage than visual semiquantitative estimation. Computer-assisted immune cell counting was rapid to perform and accurate (Pearson r > 0.96 with exact manual cell counts). Moreover, the computer-assisted determination of peritumoral and stromal T cell density had independent prognostic value. Our results suggest that computer-assisted image analysis, utilizing freely available image analysis software, provides a valuable alternative to semiquantitative assessment of immunohistochemical results in cancer research, as well as in clinical practice. The advantages of using computer-assisted analysis include objectivity, accuracy, reproducibility, and time efficiency. This study supports the prognostic value of assessing T cell infiltration in CRC.

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Year:  2012        PMID: 22527018     DOI: 10.1007/s00428-012-1232-0

Source DB:  PubMed          Journal:  Virchows Arch        ISSN: 0945-6317            Impact factor:   4.064


  35 in total

Review 1.  Quantification of immunohistochemistry--issues concerning methods, utility and semiquantitative assessment II.

Authors:  C R Taylor; R M Levenson
Journal:  Histopathology       Date:  2006-10       Impact factor: 5.087

Review 2.  Paradoxical roles of the immune system during cancer development.

Authors:  Karin E de Visser; Alexandra Eichten; Lisa M Coussens
Journal:  Nat Rev Cancer       Date:  2006-01       Impact factor: 60.716

Review 3.  Quantification of immunohistochemistry--issues concerning methods, utility and semiquantitative assessment I.

Authors:  R A Walker
Journal:  Histopathology       Date:  2006-10       Impact factor: 5.087

4.  Intratumoral T cell infiltration, MHC class I and STAT1 as biomarkers of good prognosis in colorectal cancer.

Authors:  Jonathan A D Simpson; Ahmad Al-Attar; Nicholas F S Watson; John H Scholefield; Mohammad Ilyas; Lindy G Durrant
Journal:  Gut       Date:  2010-07       Impact factor: 23.059

5.  High macrophage infiltration along the tumor front correlates with improved survival in colon cancer.

Authors:  Johan Forssell; Ake Oberg; Maria L Henriksson; Roger Stenling; Andreas Jung; Richard Palmqvist
Journal:  Clin Cancer Res       Date:  2007-03-01       Impact factor: 12.531

6.  CD8+ T cells infiltrated within cancer cell nests as a prognostic factor in human colorectal cancer.

Authors:  Y Naito; K Saito; K Shiiba; A Ohuchi; K Saigenji; H Nagura; H Ohtani
Journal:  Cancer Res       Date:  1998-08-15       Impact factor: 12.701

7.  CD8+ lymphocytes/ tumour-budding index: an independent prognostic factor representing a 'pro-/anti-tumour' approach to tumour host interaction in colorectal cancer.

Authors:  A Lugli; E Karamitopoulou; I Panayiotides; P Karakitsos; G Rallis; G Peros; G Iezzi; G Spagnoli; M Bihl; L Terracciano; I Zlobec
Journal:  Br J Cancer       Date:  2009-09-15       Impact factor: 7.640

8.  ImmunoRatio: a publicly available web application for quantitative image analysis of estrogen receptor (ER), progesterone receptor (PR), and Ki-67.

Authors:  Vilppu J Tuominen; Sanna Ruotoistenmäki; Arttu Viitanen; Mervi Jumppanen; Jorma Isola
Journal:  Breast Cancer Res       Date:  2010-07-27       Impact factor: 6.466

Review 9.  Immune infiltration in human tumors: a prognostic factor that should not be ignored.

Authors:  F Pagès; J Galon; M-C Dieu-Nosjean; E Tartour; C Sautès-Fridman; W-H Fridman
Journal:  Oncogene       Date:  2009-11-30       Impact factor: 9.867

10.  Combined analysis of VEGF and EGFR predicts complete tumour response in rectal cancer treated with preoperative radiotherapy.

Authors:  I Zlobec; T Vuong; C C Compton; A Lugli; R P Michel; S Hayashi; J R Jass
Journal:  Br J Cancer       Date:  2008-01-08       Impact factor: 7.640

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  37 in total

Review 1.  Assessing Tumor-Infiltrating Lymphocytes in Solid Tumors: A Practical Review for Pathologists and Proposal for a Standardized Method from the International Immuno-Oncology Biomarkers Working Group: Part 2: TILs in Melanoma, Gastrointestinal Tract Carcinomas, Non-Small Cell Lung Carcinoma and Mesothelioma, Endometrial and Ovarian Carcinomas, Squamous Cell Carcinoma of the Head and Neck, Genitourinary Carcinomas, and Primary Brain Tumors.

Authors:  Shona Hendry; Roberto Salgado; Thomas Gevaert; Prudence A Russell; Tom John; Bibhusal Thapa; Michael Christie; Koen van de Vijver; M V Estrada; Paula I Gonzalez-Ericsson; Melinda Sanders; Benjamin Solomon; Cinzia Solinas; Gert G G M Van den Eynden; Yves Allory; Matthias Preusser; Johannes Hainfellner; Giancarlo Pruneri; Andrea Vingiani; Sandra Demaria; Fraser Symmans; Paolo Nuciforo; Laura Comerma; E A Thompson; Sunil Lakhani; Seong-Rim Kim; Stuart Schnitt; Cecile Colpaert; Christos Sotiriou; Stefan J Scherer; Michail Ignatiadis; Sunil Badve; Robert H Pierce; Giuseppe Viale; Nicolas Sirtaine; Frederique Penault-Llorca; Tomohagu Sugie; Susan Fineberg; Soonmyung Paik; Ashok Srinivasan; Andrea Richardson; Yihong Wang; Ewa Chmielik; Jane Brock; Douglas B Johnson; Justin Balko; Stephan Wienert; Veerle Bossuyt; Stefan Michiels; Nils Ternes; Nicole Burchardi; Stephen J Luen; Peter Savas; Frederick Klauschen; Peter H Watson; Brad H Nelson; Carmen Criscitiello; Sandra O'Toole; Denis Larsimont; Roland de Wind; Giuseppe Curigliano; Fabrice André; Magali Lacroix-Triki; Mark van de Vijver; Federico Rojo; Giuseppe Floris; Shahinaz Bedri; Joseph Sparano; David Rimm; Torsten Nielsen; Zuzana Kos; Stephen Hewitt; Baljit Singh; Gelareh Farshid; Sibylle Loibl; Kimberly H Allison; Nadine Tung; Sylvia Adams; Karen Willard-Gallo; Hugo M Horlings; Leena Gandhi; Andre Moreira; Fred Hirsch; Maria V Dieci; Maria Urbanowicz; Iva Brcic; Konstanty Korski; Fabien Gaire; Hartmut Koeppen; Amy Lo; Jennifer Giltnane; Marlon C Rebelatto; Keith E Steele; Jiping Zha; Kenneth Emancipator; Jonathan W Juco; Carsten Denkert; Jorge Reis-Filho; Sherene Loi; Stephen B Fox
Journal:  Adv Anat Pathol       Date:  2017-11       Impact factor: 3.875

2.  Image analysis of immunohistochemistry is superior to visual scoring as shown for patient outcome of esophageal adenocarcinoma.

Authors:  Annette Feuchtinger; Tabitha Stiehler; Uta Jütting; Goran Marjanovic; Birgit Luber; Rupert Langer; Axel Walch
Journal:  Histochem Cell Biol       Date:  2014-08-26       Impact factor: 4.304

Review 3.  Report on computational assessment of Tumor Infiltrating Lymphocytes from the International Immuno-Oncology Biomarker Working Group.

Authors:  Mohamed Amgad; Elisabeth Specht Stovgaard; Eva Balslev; Jeppe Thagaard; Weijie Chen; Sarah Dudgeon; Ashish Sharma; Jennifer K Kerner; Carsten Denkert; Yinyin Yuan; Khalid AbdulJabbar; Stephan Wienert; Peter Savas; Leonie Voorwerk; Andrew H Beck; Anant Madabhushi; Johan Hartman; Manu M Sebastian; Hugo M Horlings; Jan Hudeček; Francesco Ciompi; David A Moore; Rajendra Singh; Elvire Roblin; Marcelo Luiz Balancin; Marie-Christine Mathieu; Jochen K Lennerz; Pawan Kirtani; I-Chun Chen; Jeremy P Braybrooke; Giancarlo Pruneri; Sandra Demaria; Sylvia Adams; Stuart J Schnitt; Sunil R Lakhani; Federico Rojo; Laura Comerma; Sunil S Badve; Mehrnoush Khojasteh; W Fraser Symmans; Christos Sotiriou; Paula Gonzalez-Ericsson; Katherine L Pogue-Geile; Rim S Kim; David L Rimm; Giuseppe Viale; Stephen M Hewitt; John M S Bartlett; Frédérique Penault-Llorca; Shom Goel; Huang-Chun Lien; Sibylle Loibl; Zuzana Kos; Sherene Loi; Matthew G Hanna; Stefan Michiels; Marleen Kok; Torsten O Nielsen; Alexander J Lazar; Zsuzsanna Bago-Horvath; Loes F S Kooreman; Jeroen A W M van der Laak; Joel Saltz; Brandon D Gallas; Uday Kurkure; Michael Barnes; Roberto Salgado; Lee A D Cooper
Journal:  NPJ Breast Cancer       Date:  2020-05-12

Review 4.  Assessing Tumor-infiltrating Lymphocytes in Solid Tumors: A Practical Review for Pathologists and Proposal for a Standardized Method From the International Immunooncology Biomarkers Working Group: Part 1: Assessing the Host Immune Response, TILs in Invasive Breast Carcinoma and Ductal Carcinoma In Situ, Metastatic Tumor Deposits and Areas for Further Research.

Authors:  Shona Hendry; Roberto Salgado; Thomas Gevaert; Prudence A Russell; Tom John; Bibhusal Thapa; Michael Christie; Koen van de Vijver; M V Estrada; Paula I Gonzalez-Ericsson; Melinda Sanders; Benjamin Solomon; Cinzia Solinas; Gert G G M Van den Eynden; Yves Allory; Matthias Preusser; Johannes Hainfellner; Giancarlo Pruneri; Andrea Vingiani; Sandra Demaria; Fraser Symmans; Paolo Nuciforo; Laura Comerma; E A Thompson; Sunil Lakhani; Seong-Rim Kim; Stuart Schnitt; Cecile Colpaert; Christos Sotiriou; Stefan J Scherer; Michail Ignatiadis; Sunil Badve; Robert H Pierce; Giuseppe Viale; Nicolas Sirtaine; Frederique Penault-Llorca; Tomohagu Sugie; Susan Fineberg; Soonmyung Paik; Ashok Srinivasan; Andrea Richardson; Yihong Wang; Ewa Chmielik; Jane Brock; Douglas B Johnson; Justin Balko; Stephan Wienert; Veerle Bossuyt; Stefan Michiels; Nils Ternes; Nicole Burchardi; Stephen J Luen; Peter Savas; Frederick Klauschen; Peter H Watson; Brad H Nelson; Carmen Criscitiello; Sandra O'Toole; Denis Larsimont; Roland de Wind; Giuseppe Curigliano; Fabrice André; Magali Lacroix-Triki; Mark van de Vijver; Federico Rojo; Giuseppe Floris; Shahinaz Bedri; Joseph Sparano; David Rimm; Torsten Nielsen; Zuzana Kos; Stephen Hewitt; Baljit Singh; Gelareh Farshid; Sibylle Loibl; Kimberly H Allison; Nadine Tung; Sylvia Adams; Karen Willard-Gallo; Hugo M Horlings; Leena Gandhi; Andre Moreira; Fred Hirsch; Maria V Dieci; Maria Urbanowicz; Iva Brcic; Konstanty Korski; Fabien Gaire; Hartmut Koeppen; Amy Lo; Jennifer Giltnane; Marlon C Rebelatto; Keith E Steele; Jiping Zha; Kenneth Emancipator; Jonathan W Juco; Carsten Denkert; Jorge Reis-Filho; Sherene Loi; Stephen B Fox
Journal:  Adv Anat Pathol       Date:  2017-09       Impact factor: 3.875

5.  High immune cell score predicts improved survival in pancreatic cancer.

Authors:  Kyösti Tahkola; Jukka-Pekka Mecklin; Erkki-Ville Wirta; Maarit Ahtiainen; Olli Helminen; Jan Böhm; Ilmo Kellokumpu
Journal:  Virchows Arch       Date:  2018-01-22       Impact factor: 4.064

Review 6.  Immune Checkpoint Inhibition as a Strategy in the Neoadjuvant Treatment of Locally Advanced Rectal Cancer.

Authors:  Catherine R Hanna; Séan M O'Cathail; Janet Graham; Richard Adams; Campbell S D Roxburgh
Journal:  J Immunother Precis Oncol       Date:  2021-03-26

7.  Tumor infiltrating CD8+ T lymphocyte count is independent of tumor TLR9 status in treatment naïve triple negative breast cancer and renal cell carcinoma.

Authors:  Mikko Mella; Joonas H Kauppila; Peeter Karihtala; Petri Lehenkari; Arja Jukkola-Vuorinen; Ylermi Soini; Päivi Auvinen; Markku H Vaarala; Hanna Ronkainen; Saila Kauppila; Kirsi-Maria Haapasaari; Katri S Vuopala; Katri S Selander
Journal:  Oncoimmunology       Date:  2015-05-22       Impact factor: 8.110

8.  Computer Vision in the Operating Room: Opportunities and Caveats.

Authors:  Lauren R Kennedy-Metz; Pietro Mascagni; Antonio Torralba; Roger D Dias; Pietro Perona; Julie A Shah; Nicolas Padoy; Marco A Zenati
Journal:  IEEE Trans Med Robot Bionics       Date:  2020-11-24

9.  Detailed analysis of inflammatory cell infiltration in colorectal cancer.

Authors:  J P Väyrynen; A Tuomisto; K Klintrup; J Mäkelä; T J Karttunen; M J Mäkinen
Journal:  Br J Cancer       Date:  2013-09-05       Impact factor: 7.640

10.  Effects of different electroacupuncture scheduling regimens on murine bone tumor-induced hyperalgesia: sex differences and role of inflammation.

Authors:  Branden A Smeester; Mona Al-Gizawiy; Alvin J Beitz
Journal:  Evid Based Complement Alternat Med       Date:  2012-12-20       Impact factor: 2.629

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