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Wang S, Zhao M, Gao Z, Yang X, Lu Y, Fu J. Prognostic Value of Circulating Lymphocyte Subsets in Cervical Cancer Following Postoperative Radiotherapy. Int J Med Sci 2025; 22:1029-1038. [PMID: 40027185 PMCID: PMC11866531 DOI: 10.7150/ijms.107392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2024] [Accepted: 01/22/2025] [Indexed: 03/05/2025] Open
Abstract
Background and objective: The prognostic value of circulating lymphocyte subsets in cervical cancer patients receiving postoperative radiotherapy remains unclear. This study aimed to explore the prognostic significance of these lymphocyte subsets in this patient population. Methods: Peripheral blood samples were collected from 101 cervical cancer patients prior to receiving postoperative radiotherapy. Flow cytometry was utilized to determine the proportions and absolute counts of lymphocyte subsets, including total T cells, CD4+ T cells, CD8+ T cells, natural killer (NK) cells, and B cells. The Kaplan-Meier method and Cox regression analysis were employed to estimate the overall survival (OS) and identify the key prognostic factors. Receiver operating characteristic (ROC) curves were generated to assess the predictive accuracy. Results: The survival analysis indicated that patients with a decreased proportion of NK cells (P = 0.02) or reduced NK cell counts (P = 0.01) exhibited significantly poorer overall survival (OS) compared to those with higher levels of NK cells. In univariate Cox analysis, both the proportion of NK cells (P = 0.025; HR, 0.33; 95% CI, 0.12-0.87) and NK cell counts (P = 0.015; HR = 0.28) significantly influenced OS. In multivariate analysis, the proportion of CD4+ T cells (P = 0.02; HR, 0.08; 95% CI, 0.01-0.72) and NK cell counts (P = 0.08; HR, 0.11; 95% CI, 0.01-1.37) emerged as independent prognostic factors. The areas under the ROC curves (AUCs) for NK cell counts in predicting 1-, 2-, and 3-year survival were 0.66, 0.76, and 0.68, respectively. Patients diagnosed with stage IIIC1 exhibited a significant reduction in both the absolute counts and the proportion of NK cells compared to those diagnosed with earlier stages, specifically IB3 and IIA. Conclusions: Our study found that pre-treatment levels of circulating NK cell counts and proportions serve as promising prognostic biomarkers for cervical cancer patients undergoing postoperative radiotherapy.
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Affiliation(s)
- Shanshan Wang
- Department of Radiation Oncology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Mengli Zhao
- Department of Radiation Oncology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Zhongrong Gao
- Department of Radiation Oncology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiaojing Yang
- Department of Radiation Oncology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yuan Lu
- Department of Gynecology, The Obstetrics and Gynecology Hospital of Fudan University, 419 Fangxie Rd, Shanghai 200011, China
| | - Jie Fu
- Department of Radiation Oncology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Duan L, Guo W, Yin S, Dong G, Li W, Chen F. Clinicopathological risk factors for prognosis and therapeutic response of primary central nervous system lymphoma in China: a single-center retrospective analysis of 118 cases. Ann Hematol 2025; 104:389-399. [PMID: 39692782 DOI: 10.1007/s00277-024-06147-3] [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: 03/20/2024] [Accepted: 12/12/2024] [Indexed: 12/19/2024]
Abstract
To investigate the prognostic significance of clinicopathological factors in patients with primary central nervous system lymphoma (PCNSL) in a single center. Patients newly diagnosed with PCNSL at our center were recruited between January 2019 and March 2023. Baseline demographic and clinicopathological data were collected retrospectively. The Kaplan-Meier method and Cox regression analysis were performed for survival analyses. A total of 118 patients were enrolled. The median age was 64 (IQR, 54-68). The median progression-free survival (PFS) and overall survival (OS) were 12.70 (95%CI, 9.73-23.30) months and 36.87 (95%CI, 25.57-NR) months, respectively. KPS < 70 and ECOG ≥ 3 were significantly associated with worse PFS and OS. High International Extranodal Lymphoma Study Group (IELSG) score (IELSG 4-5) and high-risk Memorial Sloan-Kettering Cancer Center (MSKCC) score were also adverse factors for PFS and OS. BTK inhibitors (BTKi) therapy (HR 0.39, 95% CI, 0.18-0.86, p = 0.020) and consolidation therapy (HR 0.19, 95% CI, 0.06-0.64, p = 0.007) were confirmed as independent favorable factors for OS. A high NK lymphocyte proportion was associated with worse OS (p = 0.008). Patients in the high NK lymphocyte group experienced a higher rate of primary tumor resistance (57.14%) than the low NK lymphocyte group (33.33%). KPS < 70, ECOG ≥ 3, IELSG 4-5, and high-risk MSKCC score are adverse factors for PFS and OS. Importantly, BTKi therapy and consolidation therapy are independent favorable factors for OS. Peripheral lymphocyte immunophenotyping could be a potential predictive indicator for prognosis and therapeutic response in PCNSL.
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Affiliation(s)
- Ling Duan
- Department of Neuro-Oncology, Cancer Center, Beijing Tiantan Hospital, Capital Medical University, No.119 West Nansihuan Road, Beijing, 100070, China
| | - Wenhui Guo
- Department of Neuro-Oncology, Cancer Center, Beijing Tiantan Hospital, Capital Medical University, No.119 West Nansihuan Road, Beijing, 100070, China
| | - Shuo Yin
- Department of Neuro-Oncology, Cancer Center, Beijing Tiantan Hospital, Capital Medical University, No.119 West Nansihuan Road, Beijing, 100070, China
| | - Gehong Dong
- Department of Pathology, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China
| | - Wenbin Li
- Department of Neuro-Oncology, Cancer Center, Beijing Tiantan Hospital, Capital Medical University, No.119 West Nansihuan Road, Beijing, 100070, China.
| | - Feng Chen
- Department of Neuro-Oncology, Cancer Center, Beijing Tiantan Hospital, Capital Medical University, No.119 West Nansihuan Road, Beijing, 100070, China.
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Vela-Ojeda J, Olivas-Bejarano AC, Montiel-Cervantes LA, Rosales-Cruz E, Garcia-Gutierrez S, Lezama-Palacios RA, Reyes-Maldonado E. Soluble MIC-A, IPI, and response to treatment strongly predict survival in patients with germinal center diffuse large B cell lymphoma. Eur J Haematol 2024; 113:321-329. [PMID: 38742655 DOI: 10.1111/ejh.14230] [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: 02/26/2024] [Revised: 05/01/2024] [Accepted: 05/02/2024] [Indexed: 05/16/2024]
Abstract
Diffuse large B-cell lymphoma (DLBCL) is the most frequent lymphoma. MIC-A and MIC-B are the natural ligands for NKG2D, a receptor expressed in NK cells. MIC-A soluble isoforms (sMICA) have been described in different malignancies. OBJECTIVES To analyze lymphocyte subsets and sMIC-A in germinal center DLBCL. MATERIALS AND METHODS sMICA, sMICB, and peripheral blood lymphocyte subsets (CD4+, CD8+, NK, NKT, γδ T cells, and dendritic cells) were analyzed in 59 patients and 60 healthy donors. RESULTS Patients had decreased numbers of type 1 and type 2 dendritic cells, NK, iNKT, CD4 T, and CD8 T cells, and higher levels of sMIC-A. The 2-year PFS for high IPI scores and high sMIC-A was 24% and 28%, respectively. The 2-year OS for high IPI scores and high sMIC-A was 42% and 33%. The 2-year PFS and OS for patients not achieving response to treatment were 0% and 10%, respectively. The MICPI score (one point each for high IPI score and high sMIC-A) showed that those patients summing two points had worse PSF and OS. CONCLUSIONS Patients with DLBCL have decreased numbers of peripheral lymphocyte subsets and high levels of sMIC-A. The addition of sMIC-A to IPI could improve its prognostic relevance.
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MESH Headings
- Humans
- Lymphoma, Large B-Cell, Diffuse/mortality
- Lymphoma, Large B-Cell, Diffuse/drug therapy
- Lymphoma, Large B-Cell, Diffuse/diagnosis
- Lymphoma, Large B-Cell, Diffuse/blood
- Female
- Male
- Middle Aged
- Aged
- Prognosis
- Germinal Center/pathology
- Germinal Center/metabolism
- Adult
- Lymphocyte Subsets/metabolism
- Lymphocyte Subsets/immunology
- Aged, 80 and over
- Antineoplastic Combined Chemotherapy Protocols/therapeutic use
- Treatment Outcome
- Neoplasm Staging
- Immunophenotyping
- Biomarkers, Tumor
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Affiliation(s)
- Jorge Vela-Ojeda
- Departamento de Morfología, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Mexico City, Mexico
| | - Ana Cristina Olivas-Bejarano
- Departamento de Morfología, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Mexico City, Mexico
| | - Laura Arcelia Montiel-Cervantes
- Departamento de Morfología, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Mexico City, Mexico
- Departamento de Hematología, Unidad de Investigación de Medicina Traslacional en Enfermedades Hemato Oncológicas, Centro Médico Nacional La Raza, Instituto Mexicano del Seguro Social, Unidad Médica de Alta Especialidad, Mexico City, Mexico
| | - Erika Rosales-Cruz
- Departamento de Morfología, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Mexico City, Mexico
| | - Socrates Garcia-Gutierrez
- Departamento de Patología, Unidad Médica de Alta Especialidad, Centro Médico Nacional La Raza, Instituto Mexicano del Seguro Social, Seris y Zaachila S/N Colonia La Raza, Mexico City, Mexico
| | - Ruth Angelica Lezama-Palacios
- Departamento de Morfología, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Mexico City, Mexico
| | - Elba Reyes-Maldonado
- Departamento de Morfología, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Mexico City, Mexico
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Bakhtiyaridovvombaygi M, Yazdanparast S, Kheyrandish S, Safdari SM, Amiri Samani F, Sohani M, Jaafarian AS, Damirchiloo F, Izadpanah A, Parkhideh S, Mikanik F, Roshandel E, Hajifathali A, Gharehbaghian A. Harnessing natural killer cells for refractory/relapsed non-Hodgkin lymphoma: biological roles, clinical trials, and future prospective. Biomark Res 2024; 12:66. [PMID: 39020411 PMCID: PMC11253502 DOI: 10.1186/s40364-024-00610-z] [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: 04/11/2024] [Accepted: 06/28/2024] [Indexed: 07/19/2024] Open
Abstract
Non-Hodgkin lymphomas (NHLs) are heterogeneous and are among the most common hematological malignancies worldwide. Despite the advances in the treatment of patients with NHLs, relapse or resistance to treatment is anticipated in several patients. Therefore, novel therapeutic approaches are needed. Recently, natural killer (NK) cell-based immunotherapy alone or in combination with monoclonal antibodies, chimeric antigen receptors, or bispecific killer engagers have been applied in many investigations for NHL treatment. The functional defects of NK cells and the ability of cancerous cells to escape NK cell-mediated cytotoxicity within the tumor microenvironment of NHLs, as well as the beneficial results from previous studies in the context of NK cell-based immunotherapy in NHLs, direct our attention to this therapeutic strategy. This review aims to summarize clinical studies focusing on the applications of NK cells in the immunotherapy of patients with NHL.
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Affiliation(s)
- Mehdi Bakhtiyaridovvombaygi
- Student Research Committee, Department of Hematology and Blood Banking, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- Hematopoietic Stem Cell Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Somayeh Yazdanparast
- Department of Hematology and Blood Banking, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Setare Kheyrandish
- Student Research Committee, Department of Hematology and Blood Banking, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Seyed Mehrab Safdari
- Departments of Hematology and Blood Transfusion, School of Allied Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Fateme Amiri Samani
- Blood Transfusion Research Center, High Institute for Research and Education in Transfusion Medicine, Iranian Blood Transfusion Organization (IBTO), Tehran, Iran
| | - Mahsa Sohani
- Student Research Committee, Department of Hematology and Blood Banking, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Akram Sadat Jaafarian
- Departments of Hematology and Blood Transfusion, School of Allied Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Fateme Damirchiloo
- Departments of Hematology and Blood Transfusion, School of Allied Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Amirhossein Izadpanah
- Hematopoietic Stem Cell Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Sahar Parkhideh
- Hematopoietic Stem Cell Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Fatemeh Mikanik
- Laboratory Hematology and Blood Bank Department, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Elham Roshandel
- Hematopoietic Stem Cell Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Abbas Hajifathali
- Hematopoietic Stem Cell Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Ahmad Gharehbaghian
- Laboratory Hematology and Blood Bank Department, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
- Pediatric Congenital Hematologic Disorders Research Center, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
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Duan L, He Y, Guo W, Du Y, Yin S, Yang S, Dong G, Li W, Chen F. Machine learning-based pathomics signature of histology slides as a novel prognostic indicator in primary central nervous system lymphoma. J Neurooncol 2024; 168:283-298. [PMID: 38557926 PMCID: PMC11147825 DOI: 10.1007/s11060-024-04665-8] [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: 02/20/2024] [Accepted: 03/26/2024] [Indexed: 04/04/2024]
Abstract
PURPOSE To develop and validate a pathomics signature for predicting the outcomes of Primary Central Nervous System Lymphoma (PCNSL). METHODS In this study, 132 whole-slide images (WSIs) of 114 patients with PCNSL were enrolled. Quantitative features of hematoxylin and eosin (H&E) stained slides were extracted using CellProfiler. A pathomics signature was established and validated. Cox regression analysis, receiver operating characteristic (ROC) curves, Calibration, decision curve analysis (DCA), and net reclassification improvement (NRI) were performed to assess the significance and performance. RESULTS In total, 802 features were extracted using a fully automated pipeline. Six machine-learning classifiers demonstrated high accuracy in distinguishing malignant neoplasms. The pathomics signature remained a significant factor of overall survival (OS) and progression-free survival (PFS) in the training cohort (OS: HR 7.423, p < 0.001; PFS: HR 2.143, p = 0.022) and independent validation cohort (OS: HR 4.204, p = 0.017; PFS: HR 3.243, p = 0.005). A significantly lower response rate to initial treatment was found in high Path-score group (19/35, 54.29%) as compared to patients in the low Path-score group (16/70, 22.86%; p < 0.001). The DCA and NRI analyses confirmed that the nomogram showed incremental performance compared with existing models. The ROC curve demonstrated a relatively sensitive and specific profile for the nomogram (1-, 2-, and 3-year AUC = 0.862, 0.932, and 0.927, respectively). CONCLUSION As a novel, non-invasive, and convenient approach, the newly developed pathomics signature is a powerful predictor of OS and PFS in PCNSL and might be a potential predictive indicator for therapeutic response.
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Affiliation(s)
- Ling Duan
- Department of Neuro-Oncology, Cancer Center, Beijing Tiantan Hospital, Capital Medical University, No.119 West Nansihuan Road, Beijing, 100070, China
| | - Yongqi He
- Department of Neuro-Oncology, Cancer Center, Beijing Tiantan Hospital, Capital Medical University, No.119 West Nansihuan Road, Beijing, 100070, China
| | - Wenhui Guo
- Department of Neuro-Oncology, Cancer Center, Beijing Tiantan Hospital, Capital Medical University, No.119 West Nansihuan Road, Beijing, 100070, China
| | - Yanru Du
- Department of Pathology, Beijing Tiantan Hospital, Capital Medical University, No.119 West Nansihuan Road, Beijing, 100070, China
| | - Shuo Yin
- Department of Neuro-Oncology, Cancer Center, Beijing Tiantan Hospital, Capital Medical University, No.119 West Nansihuan Road, Beijing, 100070, China
| | - Shoubo Yang
- Department of Neuro-Oncology, Cancer Center, Beijing Tiantan Hospital, Capital Medical University, No.119 West Nansihuan Road, Beijing, 100070, China
| | - Gehong Dong
- Department of Pathology, Beijing Tiantan Hospital, Capital Medical University, No.119 West Nansihuan Road, Beijing, 100070, China.
| | - Wenbin Li
- Department of Neuro-Oncology, Cancer Center, Beijing Tiantan Hospital, Capital Medical University, No.119 West Nansihuan Road, Beijing, 100070, China.
| | - Feng Chen
- Department of Neuro-Oncology, Cancer Center, Beijing Tiantan Hospital, Capital Medical University, No.119 West Nansihuan Road, Beijing, 100070, China.
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Olivas-Bejarano AC, Montiel-Cervantes LA, Del Carmen Perez-Retiguin F, Garcia-Gutierrez S, Cruz-Hernandez TR, Lezama-Palacios RA, Reyes-Maldonado E, Vela-Ojeda J. Lymphocyte subsets and soluble forms of MIC-A and MIC-B are prognostic factors in non-Hodgkin lymphoma patients. Ann Hematol 2024; 103:1317-1325. [PMID: 38091053 DOI: 10.1007/s00277-023-05583-x] [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: 10/10/2023] [Accepted: 12/05/2023] [Indexed: 03/16/2024]
Abstract
MIC-A and MIC-B are the natural ligands for NKG2D, an activator receptor expressed in NK cells. Soluble isoforms of MIC-A and MIC-B (sMICA, sMICB) have been identified in different malignancies, affecting NK cells' cytotoxicity. The study was performed to determine the levels of sMICA, sMICB, the expression of MIC-A, and MIC-B on tumor tissues, and lymphocyte subpopulations (CD4 + , CD8 + , NK, NKT, Tγδ cells, B cells, monocytes) in 94 patients with non-Hodgkin's lymphoma (NHL) and 72 healthy donors.The most frequent lymphoma was diffuse large B cell lymphoma (48%). Patients with NHL had decreased numbers of CD4 T cells, CD8 T cells, B cells, monocytes, NK cells, type 1 dendritic cells, γδ T cells, and increased iNKT cells. Patients showed higher levels of sMIC-A and similar serum levels of sMIC-B.Survival was poorer in patients having higher LDH values and lower numbers of CD4 T cells, type 1 dendritic cells, gamma-delta T cells, and high levels of sMIC-A.In conclusion, high levels of sMIC and decreased numbers in circulating lymphocyte subsets are related to poor outcomes in NHL.
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Affiliation(s)
- Ana Cristina Olivas-Bejarano
- Departamento de Morfología, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Manuel Carpio y Plan de Ayala S/N, Del. Miguel Hidalgo, 11340, Mexico City, Mexico
| | - Laura Arcelia Montiel-Cervantes
- Departamento de Morfología, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Manuel Carpio y Plan de Ayala S/N, Del. Miguel Hidalgo, 11340, Mexico City, Mexico
| | - Flor Del Carmen Perez-Retiguin
- Departamento de Hematología, Unidad Médica de Alta Especialidad, Instituto Mexicano del Seguro Social, Centro Médico Nacional La Raza Seris y Zaachila S/N Colonia La Raza, Azcapotzalco, 02990, Mexico City, Mexico
| | - Socrates Garcia-Gutierrez
- Departamento de Patología, Unidad Médica de Alta Especialidad, Instituto Mexicano del Seguro Social, Centro Médico Nacional La Raza Seris y Zaachila S/N Colonia La Raza, Azcapotzalco, 02990, Mexico City, Mexico
| | - Teresita Rocio Cruz-Hernandez
- Laboratorio de Diagnóstico Clínico, Seccion de Estudios de Posgrado E Investigacion, Escuela Superior de Medicina, Instituto Politécnico Nacional, 11340, Mexico City, Mexico
| | - Ruth Angelica Lezama-Palacios
- Departamento de Morfología, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Manuel Carpio y Plan de Ayala S/N, Del. Miguel Hidalgo, 11340, Mexico City, Mexico
| | - Elba Reyes-Maldonado
- Departamento de Morfología, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Manuel Carpio y Plan de Ayala S/N, Del. Miguel Hidalgo, 11340, Mexico City, Mexico
| | - Jorge Vela-Ojeda
- Departamento de Morfología, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Manuel Carpio y Plan de Ayala S/N, Del. Miguel Hidalgo, 11340, Mexico City, Mexico.
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