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Cheng HY, Wu YX, Yu ZL. Unique clinical features and prognostic risk factors of oral squamous cell carcinoma in patients under 30 years old. Clin Oral Investig 2025; 29:150. [PMID: 39984782 DOI: 10.1007/s00784-025-06213-8] [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: 09/24/2024] [Accepted: 02/06/2025] [Indexed: 02/23/2025]
Abstract
BACKGROUND Individuals under 30 years old with oral squamous cell carcinoma (OSCC) are a relatively rare subgroup but require attention. However, literature on the clinicopathological characteristics of OSCC patients under 30 is currently lacking. METHODS A total of 66 OSCC patients under 30 were included in this study. We collected data on demographic characteristics, chief complaint, risk factors, pathological features, imaging, blood test, staging, neoadjuvant therapy, surgical treatment plans, and survival status. Survival curves for overall survival (OS) and disease-free survival (DFS) were generated to explore prognostic factors in patients under 30. RESULTS Among the 66 patients, tongue cancer was predominant, accounting for 60/66 (90.9%). Female patients had no history of smoking, alcohol consumption, or betel nut chewing, whereas all male patients with a history of betel nut chewing were smokers. Patients who sought medical attention shortly after the onset of symptoms tended to demonstrate greater disease severity. The 5-year OS for these patients was 88.9%, and the 5-year DFS was 77.2%. Smoking, drinking, betel nut chewing, staging, LNM, and tumor histological differentiation were not associated with OS and DFS, whereas high neutrophil count and high monocyte count were associated with better survival outcomes. CONCLUSION Our study dataset shows that OSCC patients under 30 are a subgroup with a high prevalence of tongue cancer, distinct etiological factors in females, and increasing proportions of betel nut chewing and moderately/poorly differentiated tumors. This subgroup generally has a favorable prognosis, but the prognostic factors differ from those in the general OSCC population.
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Affiliation(s)
- Hao-Yang Cheng
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan City, 430079, China
| | - Yu-Xuan Wu
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan City, 430079, China
| | - Zi-Li Yu
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan City, 430079, China.
- Department of Oral and Maxillofacial Surgery, School and Hospital of Stomatology, Wuhan University, Wuhan City, 430079, China.
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2
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Struckmeier AK, Gosau M, Smeets R. Immunotherapeutic strategies beyond the PD-1/PD-L1 pathway in head and neck squamous cell carcinoma - A scoping review on current developments in agents targeting TIM-3, TIGIT, LAG-3, and VISTA. Oral Oncol 2025; 161:107145. [PMID: 39705929 DOI: 10.1016/j.oraloncology.2024.107145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Revised: 11/24/2024] [Accepted: 12/11/2024] [Indexed: 12/23/2024]
Abstract
Head and neck squamous cell carcinoma (HNSCC) poses a considerable challenge due to its high incidence and mortality rates. Immunotherapy targeting PD-(L)1 emerges as a promising approach for HNSCC, as it has the potential to trigger a broad and long-lasting anti-tumor response. Nevertheless, the effectiveness of immunotherapy encounters hurdles, and only a small proportion of patients benefit, with many eventually experiencing relapse. Consequently, there is a pursuit of strategies to enhance overall treatment outcomes. Understanding the mechanisms driving resistance to PD-(L)1 inhibition and devising strategies to overcome these challenges are vital for advancing more effective treatments. Furthermore, gaining insights into the mechanisms of action and safety profiles of novel combination therapies is critical for their successful adoption in clinical practice. As a result, current research is dedicated to investigating various immunotherapeutic agents beyond the PD-1/PD-L1 axis. This review offers a comprehensive overview of the existing immunotherapy strategies in HNSCC with a focus on TIM-3, TIGIT, LAG-3, and VISTA. The aim is to lay a strong foundation for the continual advancement of therapies for HNSCC.
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Affiliation(s)
- Ann-Kristin Struckmeier
- Department of Oral and Maxillofacial Surgery, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246 Hamburg, Germany.
| | - Martin Gosau
- Department of Oral and Maxillofacial Surgery, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246 Hamburg, Germany
| | - Ralf Smeets
- Department of Oral and Maxillofacial Surgery, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246 Hamburg, Germany; Department of Oral and Maxillofacial Surgery, Division of Regenerative Orofacial Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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3
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Silva S, Sousa JC, Nogueira C, Feijo R, Neto FM, Marinho LC, Sousa G, Denninghoff V, Tavora F. Relationship between the expressions of DLL3, ASC1, TTF-1 and Ki-67: First steps of precision medicine at SCLC. Oncotarget 2024; 15:750-763. [PMID: 39392394 PMCID: PMC11468345 DOI: 10.18632/oncotarget.28660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Accepted: 09/17/2024] [Indexed: 10/12/2024] Open
Abstract
This study presents an observational, cross-sectional analysis of 64 patients diagnosed with small cell lung cancer (SCLC) at a reference laboratory for thoracic pathology between 2022 and 2024. The primary objective was to evaluate the expression of Delta-like ligand 3 (DLL3) and other neuroendocrine markers such as Chromogranin, and Synaptophysin, utilizing both traditional immunohistochemistry and digital pathology tools. Patients were primarily older adults, with a median age of over 71, and most biopsies were obtained from lung parenchyma. Immunohistochemistry (IHC) was performed using specific monoclonal antibodies, with DLL3 showing variable expression across the samples. Notably, DLL3 was expressed in 72.3% of the cases, with varied intensities and a semi-quantitative H-score applied for more nuanced analysis. ASCL1 was expressed in 97% of cases, with the majority considered low-expressors. Only 11% had high expression. TTF-1, traditionally not a conventional marker for the diagnosis of SCLC, was positive in half of the cases, suggesting its potential as a biomarker. The study underscores the significant variability in the expression of neuroendocrine markers in SCLC, with implications for both diagnosis and potential therapeutic targeting. DLL3, particularly, shows promise as a therapeutic target due to its high expression rate in the cohort. The use of digital pathology software QuPath enhanced the accuracy and depth of analysis, allowing for detailed morphometric analysis and potentially informing more personalized treatment approaches. The findings emphasize the need for further research into the role of these markers in the management and treatment of SCLC, considering the poor prognosis and high mortality rate observed in the cohort.
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Affiliation(s)
- Samuel Silva
- Department of Pathology, Faculty of Medicine, Federal University of Ceará, Fortaleza (Ceará), Brazil
- ARGOS Laboratory, Fortaleza (Ceará), Brazil
| | | | - Cleto Nogueira
- Department of Pathology, Faculty of Medicine, Federal University of Ceará, Fortaleza (Ceará), Brazil
- ARGOS Laboratory, Fortaleza (Ceará), Brazil
| | - Raquel Feijo
- Department of Pathology, Faculty of Medicine, Federal University of Ceará, Fortaleza (Ceará), Brazil
- Messejana Heart and Lung Hospital, Fortaleza (Ceará), Brazil
| | | | - Laura Cardoso Marinho
- Department of Pathology, Faculty of Medicine, Federal University of Ceará, Fortaleza (Ceará), Brazil
- ARGOS Laboratory, Fortaleza (Ceará), Brazil
| | | | - Valeria Denninghoff
- Molecular Oncology Clinical Lab, University of Buenos Aires (UBA)—National Council for Scientific and Technical Research (CONICET), Buenos Aires, Argentina
- Liquid Biopsy and Cancer Interception Unit, GENYO, Centre for Genomics and Oncological Research (Pfizer/University of Granada/Andalusian Regional Government), Granada, Spain
| | - Fabio Tavora
- Department of Pathology, Faculty of Medicine, Federal University of Ceará, Fortaleza (Ceará), Brazil
- ARGOS Laboratory, Fortaleza (Ceará), Brazil
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4
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Zhou L, Le K, Chen Q, Wang H. The efficacy and potential mechanisms of pyrotinib in targeting EGFR and HER2 in advanced oral squamous cell carcinoma. BMC Oral Health 2024; 24:898. [PMID: 39107736 PMCID: PMC11302363 DOI: 10.1186/s12903-024-04459-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 06/07/2024] [Indexed: 08/10/2024] Open
Abstract
BACKGROUND Human epidermal growth factor receptor 2 (HER2) plays an important role in the progression of multiple solid tumors and induces resistance to epidermal growth factor receptor (EGFR) target treatment. However, the expression status and the clinical significance of HER2 in oral squamous cell carcinoma (OSCC) is still controversial. Pyrotinib (PYR) is a promising novel EGFR/HER2 dual inhibitor, whose efficacy in OSCC has not been determined. METHODS 57 locally advanced de novo OSCC patients were included in this study to investigate the relationship between the HER2 expression levels and the prognosis by the tissue microarray analysis (TMA). In vitro and in vivo experiments were performed to retrieve the efficacy of PYR in OSCC. The main downstream of HER2 was evaluated by western blotting in OSCC cell lines and xenograft tumors to explore the potential mechanism of PYR. RESULTS This study revealed the primary tumor of OSCC had higher HER2 expression levels. Patients with HER2 overexpression had poor overall survival (P < 0.014) and poor disease free survival (P < 0.042). In vitro, PYR suppressed the proliferation, colony formation and migration of OSCC cells. It also promoted apoptosis of OSCC cells and induced cell cycle arrest. Furthermore, PYR was able to inhibit the occurrence and development of OSCC effectively in vivo. Western blotting revealed that PYR suppressed OSCC by inhibiting the phosphorylation of HER2, AKT and ERK. CONCLUSIONS This study exhibited the anti-OSCC effects of PYR in vitro and in vivo, and demonstrated PYR inhibited OSCC cells by inducing apoptosis via the HER2/ AKT and ERK pathway. The result of this study also indicated locally advanced OSCC patients might benefit from HER2 assay and EGFR/HER2 dual inhibit treatment.
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Affiliation(s)
- Liang Zhou
- Head and Neck Surgery, the Affiliated Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310016, PR China
| | - Kehao Le
- Head and Neck Surgery, the Affiliated Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310016, PR China
| | - Qianming Chen
- Oral and Maxillofacial Surgery, the Stomatology Hospital, Zhejiang University School of Medicine, No.166 Qiutao Road, Hangzhou, 310016, Zhejiang, PR China
| | - Huiming Wang
- Oral and Maxillofacial Surgery, the Stomatology Hospital, Zhejiang University School of Medicine, No.166 Qiutao Road, Hangzhou, 310016, Zhejiang, PR China.
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5
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Chen H, Molberg K, Carrick K, Niu S, Rivera Colon G, Gwin K, Lewis C, Lea J, Panwar V, Zheng W, Castrillon DH, Lucas E. Expression and Prognostic Significance of LAG-3, TIGIT, VISTA, and IDO1 in Endometrial Serous Carcinoma. Mod Pathol 2024; 37:100532. [PMID: 38848896 DOI: 10.1016/j.modpat.2024.100532] [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: 01/31/2024] [Revised: 04/27/2024] [Accepted: 05/29/2024] [Indexed: 06/09/2024]
Abstract
Endometrial serous carcinoma (ESC) is an uncommon, aggressive type of endometrial cancer. While immune checkpoint blockade has emerged as a promising treatment option for endometrial carcinomas, research on the expression of immune checkpoints that could serve as prospective immunotherapy targets in ESC is limited. We examined the prevalence and prognostic value of lymphocyte-activation gene 3 (LAG-3), T-cell immunoglobulin and ITIM domain (TIGIT), V-domain immunoglobulin (Ig) suppressor of T-cell activation (VISTA), and indoleamine 2,3-dioxygenase 1 (IOD1) in 94 cases of ESC and correlated their expression with CD8+ and FOXP3+ tumor-infiltrating lymphocytes (TILs). We observed a positive correlation among LAG-3, TIGIT, and VISTA expressed on immune cells, and among these markers and CD8+ and FOXP3+ TIL densities. In Kaplan-Meier survival analysis, tumors with high levels of LAG-3 and TIGIT expression had better progression-free survival (PFS) and overall survival (OS) than those with lower levels of expression (LAG-3: PFS, P = .03, OS, P = .04; TIGIT: PFS, P = .01, OS, P = .009). In multivariate analysis, only high TIGIT expression was of independent prognostic value for better OS. VISTA expression in immune or tumor cells, and IDO1 expression in tumor cells, did not show a significant association with survival. Our data indicate that LAG-3, TIGIT, and VISTA immune checkpoints have roles in the microenvironment of ESC, and their expression patterns highlight the complex interactions among the different components of this system. High levels of these markers, together with high CD8+ TIL, suggest the potential immunogenicity of a subset of these tumors. Further studies are needed to elucidate the roles of various immune components in the ESC microenvironment and their association with intrinsic tumor properties.
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MESH Headings
- Aged
- Aged, 80 and over
- Female
- Humans
- Middle Aged
- Antigens, CD/metabolism
- B7 Antigens/metabolism
- Biomarkers, Tumor/analysis
- Cystadenocarcinoma, Serous/pathology
- Cystadenocarcinoma, Serous/mortality
- Cystadenocarcinoma, Serous/immunology
- Endometrial Neoplasms/pathology
- Endometrial Neoplasms/immunology
- Endometrial Neoplasms/mortality
- Endometrial Neoplasms/genetics
- Indoleamine-Pyrrole 2,3,-Dioxygenase/biosynthesis
- Indoleamine-Pyrrole 2,3,-Dioxygenase/metabolism
- Indoleamine-Pyrrole 2,3,-Dioxygenase/analysis
- Lymphocyte Activation Gene 3 Protein
- Lymphocytes, Tumor-Infiltrating/immunology
- Lymphocytes, Tumor-Infiltrating/pathology
- Prognosis
- Receptors, Immunologic/metabolism
- Tumor Microenvironment/immunology
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Affiliation(s)
- Hao Chen
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, Texas; Department of Pathology, Parkland Hospital, Dallas, Texas
| | - Kyle Molberg
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, Texas; Department of Pathology, Parkland Hospital, Dallas, Texas
| | - Kelley Carrick
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, Texas; Department of Pathology, Parkland Hospital, Dallas, Texas
| | - Shuang Niu
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, Texas; Department of Pathology, Parkland Hospital, Dallas, Texas
| | - Glorimar Rivera Colon
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, Texas; Department of Pathology, Parkland Hospital, Dallas, Texas
| | - Katja Gwin
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, Texas; Department of Pathology, Parkland Hospital, Dallas, Texas
| | - Cheryl Lewis
- Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Jayanthi Lea
- Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, Texas; Department of Obstetrics and Gynecology, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Vandana Panwar
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, Texas; Department of Pathology, Parkland Hospital, Dallas, Texas
| | - Wenxin Zheng
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, Texas; Department of Pathology, Parkland Hospital, Dallas, Texas; Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, Texas; Department of Obstetrics and Gynecology, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Diego H Castrillon
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, Texas; Department of Pathology, Parkland Hospital, Dallas, Texas; Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, Texas; Department of Obstetrics and Gynecology, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Elena Lucas
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, Texas; Department of Pathology, Parkland Hospital, Dallas, Texas.
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Tinca AC, Szoke AR, Lazar BA, Szász EA, Tomuț AN, Sabău AH, Cocuz IG, Cotoi TC, Niculescu R, Chiorean DM, Ungureanu IA, Turdean SG, Cotoi OS. H-VISTA Immunohistochemistry Score Is Associated with Advanced Stages in Cutaneous and Ocular Melanoma. Int J Mol Sci 2024; 25:4335. [PMID: 38673920 PMCID: PMC11049914 DOI: 10.3390/ijms25084335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Revised: 04/08/2024] [Accepted: 04/11/2024] [Indexed: 04/28/2024] Open
Abstract
Melanoma represents a public health issue. One of the biggest goals of current research is to develop new therapeutic options for patients affected by this aggressive tumor. We conducted a retrospective study including 105 patients diagnosed with cutaneous and ocular melanoma, with stages varying from pT1a to pT4b and pT4e, respectively, and we performed immunohistochemistry reactions with the new potential prognostic marker, VISTA (V-domain Ig suppressor of T cell activation). We quantified the expression by applying the H-score adapted for VISTA and divided the patients, based on the median value, into groups that presented high, low, and negative expression. Therefore, we obtained 65 cases with positive expression for cutaneous melanoma and 8 cases with positive expression for ocular melanoma. Forty-one cases presented high expression in cutaneous melanoma and three cases presented high expression in ocular melanoma. In cutaneous melanoma, analytic statistics showed that VISTA expression was associated with a high Breslow index, high mitotic count, high Ki67 expression, and advanced clinicopathological stage. The majority of ocular melanoma cases demonstrating a positive reaction were classified as stage pT3, whereas earlier stages showed a negative reaction. Our findings underscore a significant correlation between VISTA expression and key prognostic factors in melanoma. Looking ahead, the prospect of future randomized studies holds promise in corroborating the clinical relevance of our findings. By further elucidating the intricate relationship between VISTA expression and melanoma progression, new treatment strategies could be found, improving patient outcomes in this challenging neoplasm.
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Affiliation(s)
- Andreea Cătălina Tinca
- Doctoral School of Medicine and Pharmacy, University of Medicine, Pharmacy, Sciences and Technology “George Emil Palade” of Targu Mures, 540142 Targu Mures, Romania; (A.C.T.); (A.H.S.); (R.N.); (D.M.C.)
- Pathology Department, Mures Clinical County Hospital, 540011 Targu Mures, Romania; (B.A.L.); (E.A.S.); (I.-G.C.); (S.G.T.); (O.S.C.)
- Pathophysiology Department, University of Medicine, Pharmacy, Sciences and Technology “George Emil Palade” of Targu Mures, 540142 Targu Mures, Romania
| | - Andreea Raluca Szoke
- Doctoral School of Medicine and Pharmacy, University of Medicine, Pharmacy, Sciences and Technology “George Emil Palade” of Targu Mures, 540142 Targu Mures, Romania; (A.C.T.); (A.H.S.); (R.N.); (D.M.C.)
- Pathology Department, Mures Clinical County Hospital, 540011 Targu Mures, Romania; (B.A.L.); (E.A.S.); (I.-G.C.); (S.G.T.); (O.S.C.)
- Pathophysiology Department, University of Medicine, Pharmacy, Sciences and Technology “George Emil Palade” of Targu Mures, 540142 Targu Mures, Romania
| | - Bianca Andreea Lazar
- Pathology Department, Mures Clinical County Hospital, 540011 Targu Mures, Romania; (B.A.L.); (E.A.S.); (I.-G.C.); (S.G.T.); (O.S.C.)
| | - Emőke Andrea Szász
- Pathology Department, Mures Clinical County Hospital, 540011 Targu Mures, Romania; (B.A.L.); (E.A.S.); (I.-G.C.); (S.G.T.); (O.S.C.)
- Faculty of Medicine, University of Medicine, Pharmacy, Sciences and Technology “George Emil Palade” of Targu Mures, 540142 Targu Mures, Romania; (A.N.T.); (I.A.U.)
| | - Alexandru Nicușor Tomuț
- Faculty of Medicine, University of Medicine, Pharmacy, Sciences and Technology “George Emil Palade” of Targu Mures, 540142 Targu Mures, Romania; (A.N.T.); (I.A.U.)
| | - Adrian Horațiu Sabău
- Doctoral School of Medicine and Pharmacy, University of Medicine, Pharmacy, Sciences and Technology “George Emil Palade” of Targu Mures, 540142 Targu Mures, Romania; (A.C.T.); (A.H.S.); (R.N.); (D.M.C.)
- Pathology Department, Mures Clinical County Hospital, 540011 Targu Mures, Romania; (B.A.L.); (E.A.S.); (I.-G.C.); (S.G.T.); (O.S.C.)
- Pathophysiology Department, University of Medicine, Pharmacy, Sciences and Technology “George Emil Palade” of Targu Mures, 540142 Targu Mures, Romania
| | - Iuliu-Gabriel Cocuz
- Pathology Department, Mures Clinical County Hospital, 540011 Targu Mures, Romania; (B.A.L.); (E.A.S.); (I.-G.C.); (S.G.T.); (O.S.C.)
- Pathophysiology Department, University of Medicine, Pharmacy, Sciences and Technology “George Emil Palade” of Targu Mures, 540142 Targu Mures, Romania
| | - Titiana-Cornelia Cotoi
- Faculty of Pharmacy, University of Medicine, Pharmacy, Sciences and Technology “George Emil Palade” of Targu Mures, 540142 Targu Mures, Romania;
| | - Raluca Niculescu
- Doctoral School of Medicine and Pharmacy, University of Medicine, Pharmacy, Sciences and Technology “George Emil Palade” of Targu Mures, 540142 Targu Mures, Romania; (A.C.T.); (A.H.S.); (R.N.); (D.M.C.)
- Pathology Department, Mures Clinical County Hospital, 540011 Targu Mures, Romania; (B.A.L.); (E.A.S.); (I.-G.C.); (S.G.T.); (O.S.C.)
- Pathophysiology Department, University of Medicine, Pharmacy, Sciences and Technology “George Emil Palade” of Targu Mures, 540142 Targu Mures, Romania
| | - Diana Maria Chiorean
- Doctoral School of Medicine and Pharmacy, University of Medicine, Pharmacy, Sciences and Technology “George Emil Palade” of Targu Mures, 540142 Targu Mures, Romania; (A.C.T.); (A.H.S.); (R.N.); (D.M.C.)
- Pathology Department, Mures Clinical County Hospital, 540011 Targu Mures, Romania; (B.A.L.); (E.A.S.); (I.-G.C.); (S.G.T.); (O.S.C.)
| | - Ioana Ancuța Ungureanu
- Faculty of Medicine, University of Medicine, Pharmacy, Sciences and Technology “George Emil Palade” of Targu Mures, 540142 Targu Mures, Romania; (A.N.T.); (I.A.U.)
| | - Sabin Gligore Turdean
- Pathology Department, Mures Clinical County Hospital, 540011 Targu Mures, Romania; (B.A.L.); (E.A.S.); (I.-G.C.); (S.G.T.); (O.S.C.)
- Faculty of Medicine, University of Medicine, Pharmacy, Sciences and Technology “George Emil Palade” of Targu Mures, 540142 Targu Mures, Romania; (A.N.T.); (I.A.U.)
| | - Ovidiu Simion Cotoi
- Pathology Department, Mures Clinical County Hospital, 540011 Targu Mures, Romania; (B.A.L.); (E.A.S.); (I.-G.C.); (S.G.T.); (O.S.C.)
- Pathophysiology Department, University of Medicine, Pharmacy, Sciences and Technology “George Emil Palade” of Targu Mures, 540142 Targu Mures, Romania
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7
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Wen Z, Luo D, Wang S, Rong R, Evers BM, Jia L, Fang Y, Daoud EV, Yang S, Gu Z, Arner EN, Lewis CM, Solis Soto LM, Fujimoto J, Behrens C, Wistuba II, Yang DM, Brekken RA, O'Donnell KA, Xie Y, Xiao G. Deep Learning-Based H-Score Quantification of Immunohistochemistry-Stained Images. Mod Pathol 2024; 37:100398. [PMID: 38043788 PMCID: PMC11141889 DOI: 10.1016/j.modpat.2023.100398] [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: 07/17/2023] [Revised: 11/14/2023] [Accepted: 11/21/2023] [Indexed: 12/05/2023]
Abstract
Immunohistochemistry (IHC) is a well-established and commonly used staining method for clinical diagnosis and biomedical research. In most IHC images, the target protein is conjugated with a specific antibody and stained using diaminobenzidine (DAB), resulting in a brown coloration, whereas hematoxylin serves as a blue counterstain for cell nuclei. The protein expression level is quantified through the H-score, calculated from DAB staining intensity within the target cell region. Traditionally, this process requires evaluation by 2 expert pathologists, which is both time consuming and subjective. To enhance the efficiency and accuracy of this process, we have developed an automatic algorithm for quantifying the H-score of IHC images. To characterize protein expression in specific cell regions, a deep learning model for region recognition was trained based on hematoxylin staining only, achieving pixel accuracy for each class ranging from 0.92 to 0.99. Within the desired area, the algorithm categorizes DAB intensity of each pixel as negative, weak, moderate, or strong staining and calculates the final H-score based on the percentage of each intensity category. Overall, this algorithm takes an IHC image as input and directly outputs the H-score within a few seconds, significantly enhancing the speed of IHC image analysis. This automated tool provides H-score quantification with precision and consistency comparable to experienced pathologists but at a significantly reduced cost during IHC diagnostic workups. It holds significant potential to advance biomedical research reliant on IHC staining for protein expression quantification.
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Affiliation(s)
- Zhuoyu Wen
- Quantitative Biomedical Research Center, Peter O'Donnell Jr School of Public Health, The University of Texas Southwestern Medical Center, Dallas, Texas
| | - Danni Luo
- Quantitative Biomedical Research Center, Peter O'Donnell Jr School of Public Health, The University of Texas Southwestern Medical Center, Dallas, Texas
| | - Shidan Wang
- Quantitative Biomedical Research Center, Peter O'Donnell Jr School of Public Health, The University of Texas Southwestern Medical Center, Dallas, Texas
| | - Ruichen Rong
- Quantitative Biomedical Research Center, Peter O'Donnell Jr School of Public Health, The University of Texas Southwestern Medical Center, Dallas, Texas
| | - Bret M Evers
- Department of Pathology, The University of Texas Southwestern Medical Center, Dallas, Texas
| | - Liwei Jia
- Department of Pathology, The University of Texas Southwestern Medical Center, Dallas, Texas
| | - Yisheng Fang
- Department of Pathology, The University of Texas Southwestern Medical Center, Dallas, Texas
| | - Elena V Daoud
- Department of Pathology, The University of Texas Southwestern Medical Center, Dallas, Texas
| | - Shengjie Yang
- Quantitative Biomedical Research Center, Peter O'Donnell Jr School of Public Health, The University of Texas Southwestern Medical Center, Dallas, Texas
| | - Zifan Gu
- Quantitative Biomedical Research Center, Peter O'Donnell Jr School of Public Health, The University of Texas Southwestern Medical Center, Dallas, Texas
| | - Emily N Arner
- Department of Surgery, The University of Texas Southwestern Medical Center, Dallas, Texas; Hamon Center for Therapeutic Oncology Research, The University of Texas Southwestern Medical Center, Dallas, Texas
| | - Cheryl M Lewis
- Department of Pathology, The University of Texas Southwestern Medical Center, Dallas, Texas; Harold C. Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, Texas
| | - Luisa M Solis Soto
- Division of Pathology and Laboratory Medicine, Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Junya Fujimoto
- Division of Pathology and Laboratory Medicine, Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Carmen Behrens
- Division of Cancer Medicine, Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Ignacio I Wistuba
- Division of Pathology and Laboratory Medicine, Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Donghan M Yang
- Quantitative Biomedical Research Center, Peter O'Donnell Jr School of Public Health, The University of Texas Southwestern Medical Center, Dallas, Texas
| | - Rolf A Brekken
- Department of Surgery, The University of Texas Southwestern Medical Center, Dallas, Texas; Hamon Center for Therapeutic Oncology Research, The University of Texas Southwestern Medical Center, Dallas, Texas; Harold C. Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, Texas
| | - Kathryn A O'Donnell
- Harold C. Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, Texas; Hamon Center for Regenerative Medicine, The University of Texas Southwestern Medical Center, Dallas, Texas; Department of Molecular Biology, The University of Texas Southwestern Medical Center, Dallas, Texas
| | - Yang Xie
- Quantitative Biomedical Research Center, Peter O'Donnell Jr School of Public Health, The University of Texas Southwestern Medical Center, Dallas, Texas; Hamon Center for Regenerative Medicine, The University of Texas Southwestern Medical Center, Dallas, Texas; Department of Bioinformatics, The University of Texas Southwestern Medical Center, Dallas, Texas
| | - Guanghua Xiao
- Quantitative Biomedical Research Center, Peter O'Donnell Jr School of Public Health, The University of Texas Southwestern Medical Center, Dallas, Texas; Hamon Center for Regenerative Medicine, The University of Texas Southwestern Medical Center, Dallas, Texas; Department of Bioinformatics, The University of Texas Southwestern Medical Center, Dallas, Texas.
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8
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Rezagholizadeh F, Tajik F, Talebi M, Taha SR, Shariat Zadeh M, Farhangnia P, Hosseini HS, Nazari A, Mollazadeh Ghomi S, Kamrani Mousavi SM, Haeri Moghaddam N, Khorramdelazad H, Joghataei MT, Safari E. Unraveling the potential of CD8, CD68, and VISTA as diagnostic and prognostic markers in patients with pancreatic ductal adenocarcinoma. Front Immunol 2024; 15:1283364. [PMID: 38357542 PMCID: PMC10865497 DOI: 10.3389/fimmu.2024.1283364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 01/15/2024] [Indexed: 02/16/2024] Open
Abstract
Introduction Pancreatic cancer is a truculent disease with limited treatment options and a grim prognosis. Immunotherapy has shown promise in treating various types of cancer, but its effectiveness in pancreatic cancer has been lacking. As a result, it is crucial to identify markers associated with immunological pathways in order to improve the treatment outcomes for this deadly cancer. The purpose of this study was to investigate the diagnostic and prognostic significance of three markers, CD8, CD68, and VISTA, in pancreatic ductal adenocarcinoma (PDAC), the most common subtype of pancreatic cancer. Methods We analyzed gene expression data from Gene Expression Omnibus (GEO) database using bioinformatics tools. We also utilized the STRING online tool and Funrich software to study the protein-protein interactions and transcription factors associated with CD8, CD68, and VISTA. In addition, tissue microarray (TMA) and immunohistochemistry (IHC) staining were performed on 228 samples of PDAC tissue and 10 samples of normal pancreatic tissue to assess the expression levels of the markers. We then correlated these expression levels with the clinicopathological characteristics of the patients and evaluated their survival rates. Results The analysis of the GEO data revealed slightly elevated levels of VISTA in PDAC samples compared to normal tissues. However, there was a significant increase in CD68 expression and a notable reduction in CD8A expression in pancreatic cancer. Further investigation identified potential protein-protein interactions and transcription factors associated with these markers. The IHC staining of PDAC tissue samples showed an increased expression of VISTA, CD68, and CD8A in pancreatic cancer tissues. Moreover, we found correlations between the expression levels of these markers and certain clinicopathological features of the patients. Additionally, the survival analysis revealed that high expression of CD8 was associated with better disease-specific survival and progression-free survival in PDAC patients. Conclusion These findings highlight the potential of CD8, CD68, and VISTA as diagnostic and prognostic indicators in PDAC.
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Affiliation(s)
- Fereshteh Rezagholizadeh
- Cellular and Molecular Research Center, Iran University of Medical Sciences, Tehran, Iran
- Department of Molecular Medicine, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, Iran
- Department of Immunology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Fatemeh Tajik
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Morteza Talebi
- Cellular and Molecular Research Center, Iran University of Medical Sciences, Tehran, Iran
- Department of Medical Genetics and Molecular Biology, Faculty of Medicine, Iran University of Medical Sciences, Tehran, Iran
- Human and Animal Cell Bank, Iranian Biological Resource Center (IBRC), Tehran, Iran
| | - Seyed Reza Taha
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran, Iran
| | | | - Pooya Farhangnia
- Department of Immunology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
- Immunology Board for Transplantation and Cell-Based Therapeutics (ImmunoTACT), Universal Scientific Education and Research Network (USERN), Tehran, Iran
- Immunology Research Center, Institute of Immunology and Infectious Diseases, Iran University of Medical Sciences, Tehran, Iran
| | - Hamideh Sadat Hosseini
- Cellular and Molecular Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Aram Nazari
- Cellular and Molecular Research Center, Iran University of Medical Sciences, Tehran, Iran
- Department of Pathology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Shabnam Mollazadeh Ghomi
- Cellular and Molecular Research Center, Iran University of Medical Sciences, Tehran, Iran
- Immunology Board for Transplantation and Cell-Based Therapeutics (ImmunoTACT), Universal Scientific Education and Research Network (USERN), Tehran, Iran
- Department of Pathology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Seyede Mahtab Kamrani Mousavi
- Cellular and Molecular Research Center, Iran University of Medical Sciences, Tehran, Iran
- Department of Medical Nanotechnology, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Niloofar Haeri Moghaddam
- Cellular and Molecular Research Center, Iran University of Medical Sciences, Tehran, Iran
- Department of Medical Nanotechnology, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Hossein Khorramdelazad
- Department of Immunology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
- Department of Immunology, School of Medicine, Rafsanjan University of Medical Sciences, Rafsanjan, Iran
| | - Mohammad Taghi Joghataei
- Cellular and Molecular Research Center, Iran University of Medical Sciences, Tehran, Iran
- Department of Molecular Medicine, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Elahe Safari
- Department of Immunology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
- Immunology Research Center, Institute of Immunology and Infectious Diseases, Iran University of Medical Sciences, Tehran, Iran
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9
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Kamali AN, Bautista JM, Eisenhut M, Hamedifar H. Immune checkpoints and cancer immunotherapies: insights into newly potential receptors and ligands. Ther Adv Vaccines Immunother 2023; 11:25151355231192043. [PMID: 37662491 PMCID: PMC10469281 DOI: 10.1177/25151355231192043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2022] [Accepted: 07/14/2023] [Indexed: 09/05/2023] Open
Abstract
Checkpoint markers and immune checkpoint inhibitors have been increasingly identified and developed as potential immunotherapeutic targets in various human cancers. Despite valuable efforts to discover novel immune checkpoints and their ligands, the precise roles of their therapeutic functions, as well as the broad identification of their counterpart receptors, remain to be addressed. In this context, it has been suggested that various putative checkpoint receptors can be induced upon activation. In the tumor microenvironment, T cells, as crucial immune response against malignant diseases as well as other immune central effector cells, such as natural killer cells, are regulated via co-stimulatory or co-inhibitory signals from immune or tumor cells. Studies have shown that exposure of T cells to tumor antigens upregulates the expression of inhibitory checkpoint receptors, leading to T-cell dysfunction or exhaustion. Although targeting immune checkpoint regulators has shown relative clinical efficacy in some tumor types, most trials in the field of cancer immunotherapies have revealed unsatisfactory results due to de novo or adaptive resistance in cancer patients. To overcome these obstacles, combinational therapies with newly discovered inhibitory molecules or combined blockage of several checkpoints provide a rationale for further research. Moreover, precise identification of their receptors counterparts at crucial checkpoints is likely to promise effective therapies. In this review, we examine the prospects for the application of newly emerging checkpoints, such as T-cell immunoglobulin and mucin domain 3, lymphocyte activation gene-3, T-cell immunoreceptor with Ig and ITIM domains (TIGIT), V-domain Ig suppressor of T-cell activation (VISTA), new B7 family proteins, and B- and T-cell lymphocyte attenuator, in association with immunotherapy of malignancies. In addition, their clinical and biological significance is discussed, including their expression in various human cancers, along with their roles in T-cell-mediated immune responses.
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Affiliation(s)
- Ali N. Kamali
- CinnaGen Medical Biotechnology Research Center, Alborz University of Medical Sciences, Simin Dasht Industrial Area, Karaj, Iran
- CinnaGen Research and Production Co., Alborz 3165933155, Iran
| | - José M. Bautista
- Department of Biochemistry and Molecular Biology, Faculty of Veterinary Sciences, Complutense University of Madrid, Madrid, Spain
- Research Institute Hospital 12 de Octubre, Madrid, Spain
| | - Michael Eisenhut
- Department of Pediatrics, Luton and Dunstable University Hospital NHS Foundation Trust, Luton, UK
| | - Haleh Hamedifar
- CinnaGen Medical Biotechnology Research Center, Alborz University of Medical Sciences, Karaj, Iran
- CinnaGen Research and Production Co., Alborz, Iran
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