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Chen J, Su C, Feng H, Kaminski HJ. Can Non-Thymomatous Late-Onset Myasthenia Gravis Benefit From Thymectomy? A Systematic Review and Meta-Analysis. Eur J Neurol 2025; 32:e70048. [PMID: 40022458 PMCID: PMC11871088 DOI: 10.1111/ene.70048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 12/20/2024] [Accepted: 01/08/2025] [Indexed: 03/03/2025]
Abstract
BACKGROUND Thymectomy is beneficial for treating early-onset acetylcholine receptor antibody-positive myasthenia gravis (MG); however, its effects on late-onset MG (LOMG) remain less well understood. Given the increasing incidence of MG among the population 50 years old and above, addressing the question of whether thymectomy is effective for this age group is critically important. This study aimed to assess the present evidence for the efficacy of thymectomy in LOMG and identify potential characteristics that may predict the treatment response. METHODS Four electronic databases were searched from their inception to September 10, 2024. Six studies with both thymectomy and medical therapies in LOMG patients, along with another 14 studies with only a surgical group, were enrolled in the meta-analysis. The primary outcome was the response (remission and minimal manifestations status) to thymectomy in LOMG. RESULTS In LOMG, response in the surgical group was greater than in the medical therapies alone group (OR = 1.42 [0.86-2.35], p = 0.169), but not significantly. However, subgroup analysis showed that when the age of MG onset was ≥ 45 years old or the age at thymectomy was ≥ 50 years old, thymectomy appeared better than medical therapies alone (OR = 1.92 [1.06-3.48], p = 0.031). Across all 20 studies, 34% (24%-44%) of LOMG patients improved with thymectomy. A higher response was observed in patients with a preoperative duration of less than 3 years from diagnosis [39% (16%-65%), p < 0.001, q < 0.001]. CONCLUSION Thymectomy may be a potentially effective treatment for LOMG, particularly in patients who undergo the procedure soon after diagnosis. A randomized controlled study for LOMG patients is needed.
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Affiliation(s)
- Jiaxin Chen
- Department of Neurology & Rehabilitation MedicineThe George Washington UniversityWashingtonDCUSA
- Department of Neurology, The First Affiliated HospitalSun Yat‐Sen UniversityGuangzhouGuangdongChina
| | - Chunhua Su
- Department of Thoracic Surgery, The First Affiliated HospitalSun Yat‐Sen UniversityGuangzhouGuangdongChina
| | - Huiyu Feng
- Department of Neurology, The First Affiliated HospitalSun Yat‐Sen UniversityGuangzhouGuangdongChina
| | - Henry J. Kaminski
- Department of Neurology & Rehabilitation MedicineThe George Washington UniversityWashingtonDCUSA
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Sarkar S, Möller A, Hartebrodt A, Erdmann M, Ostalecki C, Baur A, Blumenthal DB. Spatial cell graph analysis reveals skin tissue organization characteristic for cutaneous T cell lymphoma. NPJ Syst Biol Appl 2024; 10:143. [PMID: 39622929 PMCID: PMC11612425 DOI: 10.1038/s41540-024-00474-x] [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: 05/17/2024] [Accepted: 11/22/2024] [Indexed: 12/06/2024] Open
Abstract
Cutaneous T-cell lymphomas (CTCLs) are non-Hodgkin lymphomas caused by malignant T cells which migrate to the skin and lead to rash-like lesions which can be difficult to distinguish from inflammatory skin conditions like atopic dermatitis (AD) and psoriasis (PSO). To characterize CTCL in comparison to these differential diagnoses, we carried out multi-antigen imaging on 69 skin tissue samples (21 CTCL, 23 AD, 25 PSO). The resulting protein abundance maps were then analyzed via scoring functions to quantify the heterogeneity of the individual cells' neighborhoods within spatial graphs inferred from the cells' positions in the tissue samples. Our analyses reveal characteristic patterns of skin tissue organization in CTCL as compared to AD and PSO, including a combination of increased local entropy and egophily in T-cell neighborhoods. These results could not only pave the way for high-precision diagnosis of CTCL, but may also facilitate further insights into cellular disease mechanisms.
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Affiliation(s)
- Suryadipto Sarkar
- Biomedical Network Science Lab, Department Artificial Intelligence in Biomedical Engineering (AIBE), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Anna Möller
- Biomedical Network Science Lab, Department Artificial Intelligence in Biomedical Engineering (AIBE), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Anne Hartebrodt
- Biomedical Network Science Lab, Department Artificial Intelligence in Biomedical Engineering (AIBE), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Michael Erdmann
- Department of Dermatology, Uniklinikum Erlangen, Deutsches Zentrum Immuntherapie (DZI), Comprehensive Cancer Center Erlangen-European Metropolitan Area of Nuremberg (CCC ER-EMN), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Christian Ostalecki
- Department of Dermatology, Uniklinikum Erlangen, Deutsches Zentrum Immuntherapie (DZI), Comprehensive Cancer Center Erlangen-European Metropolitan Area of Nuremberg (CCC ER-EMN), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Andreas Baur
- Department of Dermatology, Uniklinikum Erlangen, Deutsches Zentrum Immuntherapie (DZI), Comprehensive Cancer Center Erlangen-European Metropolitan Area of Nuremberg (CCC ER-EMN), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - David B Blumenthal
- Biomedical Network Science Lab, Department Artificial Intelligence in Biomedical Engineering (AIBE), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany.
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Kaminski HJ, Kusner LL, Cutter GR, Le Panse R, Wright CD, Perry Y, Wolfe GI. Does Surgical Removal of the Thymus Have Deleterious Consequences? Neurology 2024; 102:e209482. [PMID: 38781559 PMCID: PMC11226319 DOI: 10.1212/wnl.0000000000209482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Accepted: 03/28/2024] [Indexed: 05/25/2024] Open
Abstract
The role of immunosenescence, particularly the natural process of thymic involution during aging, is increasingly acknowledged as a factor contributing to the development of autoimmune diseases and cancer. Recently, a concern has been raised about deleterious consequences of the surgical removal of thymic tissue, including for patients who undergo thymectomy for myasthenia gravis (MG) or resection of a thymoma. This review adopts a multidisciplinary approach to scrutinize the evidence concerning the long-term risks of cancer and autoimmunity postthymectomy. We conclude that for patients with acetylcholine receptor antibody-positive MG and those diagnosed with thymoma, the removal of the thymus offers prominent benefits that well outweigh the potential risks. However, incidental removal of thymic tissue during other thoracic surgeries should be minimized whenever feasible.
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Affiliation(s)
- Henry J Kaminski
- From the Department of Neurology & Rehabilitation Medicine (H.J.K.), George Washington University, DC; Department of Pharmacology & Physiology (L.L.K.), and Department of Biostatistics (G.R.C.), University of Alabama at Birmingham; INSERM (R.L.P.), Institute of Myology, Center of Research in Myology, Sorbonne University, Paris, France; Department of Surgery (C.D.W.), Harvard Medical School, Boston, MA; and Department of Surgery (Y.P.), and Department of Neurology (G.I.W.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo/SUNY, NY
| | - Linda L Kusner
- From the Department of Neurology & Rehabilitation Medicine (H.J.K.), George Washington University, DC; Department of Pharmacology & Physiology (L.L.K.), and Department of Biostatistics (G.R.C.), University of Alabama at Birmingham; INSERM (R.L.P.), Institute of Myology, Center of Research in Myology, Sorbonne University, Paris, France; Department of Surgery (C.D.W.), Harvard Medical School, Boston, MA; and Department of Surgery (Y.P.), and Department of Neurology (G.I.W.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo/SUNY, NY
| | - Gary R Cutter
- From the Department of Neurology & Rehabilitation Medicine (H.J.K.), George Washington University, DC; Department of Pharmacology & Physiology (L.L.K.), and Department of Biostatistics (G.R.C.), University of Alabama at Birmingham; INSERM (R.L.P.), Institute of Myology, Center of Research in Myology, Sorbonne University, Paris, France; Department of Surgery (C.D.W.), Harvard Medical School, Boston, MA; and Department of Surgery (Y.P.), and Department of Neurology (G.I.W.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo/SUNY, NY
| | - Rozen Le Panse
- From the Department of Neurology & Rehabilitation Medicine (H.J.K.), George Washington University, DC; Department of Pharmacology & Physiology (L.L.K.), and Department of Biostatistics (G.R.C.), University of Alabama at Birmingham; INSERM (R.L.P.), Institute of Myology, Center of Research in Myology, Sorbonne University, Paris, France; Department of Surgery (C.D.W.), Harvard Medical School, Boston, MA; and Department of Surgery (Y.P.), and Department of Neurology (G.I.W.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo/SUNY, NY
| | - Cameron D Wright
- From the Department of Neurology & Rehabilitation Medicine (H.J.K.), George Washington University, DC; Department of Pharmacology & Physiology (L.L.K.), and Department of Biostatistics (G.R.C.), University of Alabama at Birmingham; INSERM (R.L.P.), Institute of Myology, Center of Research in Myology, Sorbonne University, Paris, France; Department of Surgery (C.D.W.), Harvard Medical School, Boston, MA; and Department of Surgery (Y.P.), and Department of Neurology (G.I.W.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo/SUNY, NY
| | - Yaron Perry
- From the Department of Neurology & Rehabilitation Medicine (H.J.K.), George Washington University, DC; Department of Pharmacology & Physiology (L.L.K.), and Department of Biostatistics (G.R.C.), University of Alabama at Birmingham; INSERM (R.L.P.), Institute of Myology, Center of Research in Myology, Sorbonne University, Paris, France; Department of Surgery (C.D.W.), Harvard Medical School, Boston, MA; and Department of Surgery (Y.P.), and Department of Neurology (G.I.W.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo/SUNY, NY
| | - Gil I Wolfe
- From the Department of Neurology & Rehabilitation Medicine (H.J.K.), George Washington University, DC; Department of Pharmacology & Physiology (L.L.K.), and Department of Biostatistics (G.R.C.), University of Alabama at Birmingham; INSERM (R.L.P.), Institute of Myology, Center of Research in Myology, Sorbonne University, Paris, France; Department of Surgery (C.D.W.), Harvard Medical School, Boston, MA; and Department of Surgery (Y.P.), and Department of Neurology (G.I.W.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo/SUNY, NY
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Truffault F, Auger L, Dragin N, Vilquin JT, Fadel E, Thomas de Montpreville V, Mansuet-Lupo A, Regnard JF, Alifano M, Sharshar T, Behin A, Eymard B, Bolgert F, Demeret S, Berrih-Aknin S, Le Panse R. Comparison of juvenile and adult myasthenia gravis in a French cohort with focus on thymic histology. Sci Rep 2024; 14:13955. [PMID: 38886398 PMCID: PMC11183198 DOI: 10.1038/s41598-024-63162-0] [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: 02/02/2024] [Accepted: 05/26/2024] [Indexed: 06/20/2024] Open
Abstract
Myasthenia gravis (MG) is an autoimmune disease characterized by muscle fatigability due to acetylcholine receptor (AChR) autoantibodies. To better characterize juvenile MG (JMG), we analyzed 85 pre- and 132 post-pubescent JMG (with a cutoff age of 13) compared to 721 adult MG patients under 40 years old using a French database. Clinical data, anti-AChR antibody titers, thymectomy, and thymic histology were analyzed. The proportion of females was higher in each subgroup. No significant difference in the anti-AChR titers was observed. Interestingly, the proportion of AChR+ MG patients was notably lower among adult MG patients aged between 30 and 40 years, at 69.7%, compared to over 82.4% in the other subgroups. Thymic histological data were examined in patients who underwent thymectomy during the year of MG onset. Notably, in pre-JMG, the percentage of thymectomized patients was significantly lower (32.9% compared to more than 42.5% in other subgroups), and the delay to thymectomy was twice as long. We found a positive correlation between anti-AChR antibodies and germinal center grade across patient categories. Additionally, only females, particularly post-JMG patients, exhibited the highest rates of lymphofollicular hyperplasia (95% of cases) and germinal center grade. These findings reveal distinct patterns in JMG patients, particularly regarding thymic follicular hyperplasia, which appears to be exacerbated in females after puberty.
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Affiliation(s)
- Frédérique Truffault
- Center of Research in Myology, Institute of Myology, INSERM, Sorbonne University, 105, Boulevard de l'Hôpital, 75013, Paris, France
| | - Ludivine Auger
- Center of Research in Myology, Institute of Myology, INSERM, Sorbonne University, 105, Boulevard de l'Hôpital, 75013, Paris, France
| | - Nadine Dragin
- Center of Research in Myology, Institute of Myology, INSERM, Sorbonne University, 105, Boulevard de l'Hôpital, 75013, Paris, France
| | - Jean-Thomas Vilquin
- Center of Research in Myology, Institute of Myology, INSERM, Sorbonne University, 105, Boulevard de l'Hôpital, 75013, Paris, France
| | - Elie Fadel
- Marie Lannelongue Hospital, Paris Saclay University, Le Plessis-Robinson, France
| | | | - Audrey Mansuet-Lupo
- Department of Pathology, Cochin University Hospital Group, AP-HP, Paris-Descartes University, Paris, France
| | - Jean-François Regnard
- Department of Pathology, Cochin University Hospital Group, AP-HP, Paris-Descartes University, Paris, France
| | - Marco Alifano
- Department of Pathology, Cochin University Hospital Group, AP-HP, Paris-Descartes University, Paris, France
| | - Tarek Sharshar
- Anesthesia and Intensive Care Department, GHU Paris Psychiatrie et Neurosciences, Pole Neuro, Sainte‑Anne Hospital, Paris, Institute of Psychiatry and Neurosciences of Paris, INSERM U1266, Université Paris Cité, Paris, France
| | - Anthony Behin
- AP-HP, Referral Center for Neuromuscular Disorders, Institute of Myology, Pitié-Salpêtrière Hospital, AP-HP, Paris, France
| | - Bruno Eymard
- AP-HP, Referral Center for Neuromuscular Disorders, Institute of Myology, Pitié-Salpêtrière Hospital, AP-HP, Paris, France
| | - Francis Bolgert
- Neuro-Intensive Care Unit, Pitié-Salpêtrière Hospital, AP-HP, Sorbonne University, Paris, France
| | - Sophie Demeret
- Neuro-Intensive Care Unit, Pitié-Salpêtrière Hospital, AP-HP, Sorbonne University, Paris, France
| | - Sonia Berrih-Aknin
- Center of Research in Myology, Institute of Myology, INSERM, Sorbonne University, 105, Boulevard de l'Hôpital, 75013, Paris, France
| | - Rozen Le Panse
- Center of Research in Myology, Institute of Myology, INSERM, Sorbonne University, 105, Boulevard de l'Hôpital, 75013, Paris, France.
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Sikorski P, Li Y, Cheema M, Wolfe GI, Kusner LL, Aban I, Kaminski HJ. Serum metabolomics of treatment response in myasthenia gravis. PLoS One 2023; 18:e0287654. [PMID: 37816000 PMCID: PMC10564178 DOI: 10.1371/journal.pone.0287654] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Accepted: 06/09/2023] [Indexed: 10/12/2023] Open
Abstract
OBJECTIVE High-dose prednisone use, lasting several months or longer, is the primary initial therapy for myasthenia gravis (MG). Upwards of a third of patients do not respond to treatment. Currently no biomarkers can predict clinical responsiveness to corticosteroid treatment. We conducted a discovery-based study to identify treatment responsive biomarkers in MG using sera obtained at study entry to the thymectomy clinical trial (MGTX), an NIH-sponsored randomized, controlled study of thymectomy plus prednisone versus prednisone alone. METHODS We applied ultra-performance liquid chromatography coupled with electro-spray quadrupole time of flight mass spectrometry to obtain comparative serum metabolomic and lipidomic profiles at study entry to correlate with treatment response at 6 months. Treatment response was assessed using validated outcome measures of minimal manifestation status (MMS), MG-Activities of Daily Living (MG-ADL), Quantitative MG (QMG) score, or a strictly defined composite measure of response. RESULTS Increased serum levels of phospholipids were associated with treatment response as assessed by QMG, MMS, and the Responders classification, but all measures showed limited overlap in metabolomic profiles, in particular the MG-ADL. A panel including histidine, free fatty acid (13:0), γ-cholestenol and guanosine was highly predictive of the strictly defined treatment response measure. The AUC in Responders' prediction for these markers was 0.90 irrespective of gender, age, thymectomy or baseline prednisone use. Pathway analysis suggests that xenobiotic metabolism could play a major role in treatment resistance. There was no association with outcome and gender, age, thymectomy or baseline prednisone use. INTERPRETATION We have defined a metabolomic and lipidomic profile that can now undergo validation as a treatment predictive marker for MG patients undergoing corticosteroid therapy. Metabolomic profiles of outcome measures had limited overlap consistent with their assessing distinct aspects of treatment response and supporting unique biological underpinning for each outcome measure. Interindividual variation in prednisone metabolism may be a determinate of how well patients respond to treatment.
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Affiliation(s)
- Patricia Sikorski
- Department of Neurology & Rehabilitation Medicine, George Washington University, Washington, DC, United States of America
- Department of Pharmacology & Physiology, George Washington University, Washington, DC, United States of America
| | - Yaoxiang Li
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, United States of America
| | - Mehar Cheema
- Department of Neurology & Rehabilitation Medicine, George Washington University, Washington, DC, United States of America
| | - Gil I. Wolfe
- Department of Neurology, University at Buffalo/SUNY, Buffalo, New York, United States of America
| | - Linda L. Kusner
- Department of Pharmacology & Physiology, George Washington University, Washington, DC, United States of America
| | - Inmaculada Aban
- Department of Biostatistics, University of Alabama at Birmingham, Birmingham, Alabama, United States of America
| | - Henry J. Kaminski
- Department of Neurology & Rehabilitation Medicine, George Washington University, Washington, DC, United States of America
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Sikorski PM, Kusner LL, Kaminski HJ. Myasthenia Gravis. Clin Immunol 2023. [DOI: 10.1016/b978-0-7020-8165-1.00065-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/08/2023]
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Li F, Tao Y, Bauer G, Elsner A, Li Z, Swierzy M, Englisch J, Meisel A, Ismail M, Rückert JC. Unraveling the role of ectopic thymic tissue in patients undergoing thymectomy for myasthenia gravis. J Thorac Dis 2019; 11:4039-4048. [PMID: 31656680 DOI: 10.21037/jtd.2019.08.109] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Extended thymectomy has been considered the goal of surgery for myasthenia gravis (MG) mainly due to the existence of ectopic thymic tissue. Recently, ectopic thymic tissue has attracted increasing attention in patients with MG following thymectomy. However, the specific role of ectopic thymic tissue in patients with MG is still under debate. A systematic search of the literature was performed on PubMed and Medline according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISM) statement. Studies evaluating the rate of ectopic thymic tissue in patients with MG with or without thymoma were included. Extraction was performed for all eligible studies and the rate of ectopic thymic tissue at common locations was calculated. Eighteen out of fifty-nine studies were eligible for inclusion, of which ten studies reported the common locations of ectopic thymic tissue in mediastinal fat. Of these ten studies, the presence of ectopic thymic tissue was investigated in different anatomical locations in 882 patients, of whom, 509 patients (58%) have at least one positive location with the most common ones being anterior mediastinal fat, pericardiophrenic angles, aortopulmonary window, cervical region (pretracheal fat) and lateral to phrenic nerves. On the other hand, nine studies analyzed the influence of the presence of ectopic thymic tissue on the clinical outcomes of MG patients. Of these, six found that the presence of ectopic thymic tissue in MG patients is a significant predictor of poor outcome after thymectomy, however, the other three did not find a significance. Altogether, ectopic thymic tissue is likely to present in more than a half of patients undergoing thymectomy for MG. Besides, MG patients who have ectopic thymic tissue after thymectomy do not seem to have as good outcome as those who have not.
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Affiliation(s)
- Feng Li
- Department of Surgery, Competence Center of Thoracic Surgery, Charité University Hospital Berlin, Berlin, Germany
| | - Ya Tao
- Department of Obstetrics, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Gero Bauer
- Department of Surgery, Competence Center of Thoracic Surgery, Charité University Hospital Berlin, Berlin, Germany
| | - Aron Elsner
- Department of Surgery, Competence Center of Thoracic Surgery, Charité University Hospital Berlin, Berlin, Germany
| | - Zhongmin Li
- Department of Surgery, Competence Center of Thoracic Surgery, Charité University Hospital Berlin, Berlin, Germany
| | - Marc Swierzy
- Department of Surgery, Competence Center of Thoracic Surgery, Charité University Hospital Berlin, Berlin, Germany
| | - Julianna Englisch
- Department of Surgery, Competence Center of Thoracic Surgery, Charité University Hospital Berlin, Berlin, Germany
| | - Andreas Meisel
- Department of Neurology Berlin, Charité University Hospital Berlin, Berlin, Germany
| | - Mahmoud Ismail
- Department of Surgery, Competence Center of Thoracic Surgery, Charité University Hospital Berlin, Berlin, Germany
| | - Jens-C Rückert
- Department of Surgery, Competence Center of Thoracic Surgery, Charité University Hospital Berlin, Berlin, Germany
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Affiliation(s)
- Amelia Evoli
- Institute of Neurology, Università Cattolica del Sacro Cuore, Roma, Italy
- Fondazione Policlinico Gemelli, IRCCS, Roma, Italy
| | - Elisa Meacci
- Fondazione Policlinico Gemelli, IRCCS, Roma, Italy
- Institute of Thoracic Surgery, Università Cattolica del Sacro Cuore, Roma, Italy
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Mi W, Silvestri NJ, Wolfe GI. A Neurologist's Perspective on Thymectomy for Myasthenia Gravis: Current Perspective and Future Trials. Thorac Surg Clin 2019; 29:143-150. [PMID: 30927995 DOI: 10.1016/j.thorsurg.2018.12.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
The first randomized blinded study of thymectomy in nonthymomatous myasthenia gravis was designed to answer 3 questions: does the combination of prednisone and removal of the thymus gland via extended transsternal thymectomy after 3 years compared with an identical dosing protocol of prednisone alone (1) lead to better disease status for generalized MG patients with antiacetylcholine receptor antibodies, (2) reduce their prednisone requirements, and/or (3) reduce the side-effect burden from medications used to treat the disease? The study demonstrated that thymectomy confers these benefits for patients and sets the stage for inquiries into the benefits of less-invasive approaches to thymic resection.
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Affiliation(s)
- Wentao Mi
- Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo/SUNY, 1010 Main Street, 2nd Floor, Buffalo, NY 14202, USA
| | - Nicholas J Silvestri
- Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo/SUNY, 1010 Main Street, 2nd Floor, Buffalo, NY 14202, USA
| | - Gil I Wolfe
- Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo/SUNY, 1010 Main Street, 2nd Floor, Buffalo, NY 14202, USA.
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Weis CA, Kather JN, Melchers S, Al-Ahmdi H, Pollheimer MJ, Langner C, Gaiser T. Automatic evaluation of tumor budding in immunohistochemically stained colorectal carcinomas and correlation to clinical outcome. Diagn Pathol 2018; 13:64. [PMID: 30153844 PMCID: PMC6114534 DOI: 10.1186/s13000-018-0739-3] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Accepted: 08/16/2018] [Indexed: 02/08/2023] Open
Abstract
Background Tumor budding, meaning a detachment of tumor cells at the invasion front of colorectal carcinoma (CRC) into single cells or clusters (<=5 tumor cells), has been shown to correlate to an inferior clinical outcome by several independent studies. Therefore, it has been discussed as a complementary prognostic factor to the TNM staging system, and it is already included in national guidelines as an additional prognostic parameter. However, its application by manual evaluation in routine pathology is hampered due to the use of several slightly different assessment systems, a time-consuming manual counting process and a high inter-observer variability. Hence, we established and validated an automatic image processing approach to reliably quantify tumor budding in immunohistochemically (IHC) stained sections of CRC samples. Methods This approach combines classical segmentation methods (like morphological operations) and machine learning techniques (k-means and hierarchical clustering, convolutional neural networks) to reliably detect tumor buds in colorectal carcinoma samples immunohistochemically stained for pan-cytokeratin. As a possible application, we tested it on whole-slide images as well as on tissue microarrays (TMA) from a clinically well-annotated CRC cohort. Results Our automatic tumor budding evaluation tool detected the absolute number of tumor buds per image with a very good correlation to the manually segmented ground truth (R2 value of 0.86). Furthermore the automatic evaluation of whole-slide images from 20 CRC-patients, we found that neither the detected number of tumor buds at the invasion front nor the number in hotspots was associated with the nodal status. However, the number of spatial clusters of tumor buds (budding hotspots) significantly correlated to the nodal status (p-value = 0.003 for N0 vs. N1/N2). TMAs were not feasible for tumor budding evaluation, as the spatial relationship of tumor buds (especially hotspots) was not preserved. Conclusions Automatic image processing is a feasible and valid assessment tool for tumor budding in CRC on whole-slide images. Interestingly, only the spatial clustering of the tumor buds in hotspots (and especially the number of hotspots) and not the absolute number of tumor buds showed a clinically relevant correlation with patient outcome in our data. Electronic supplementary material The online version of this article (10.1186/s13000-018-0739-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Cleo-Aron Weis
- Institute of Pathology, University Medical Centre Mannheim, University of Heidelberg, 68167, Mannheim, Germany.
| | - Jakob Nikolas Kather
- Department of Medical Oncology and Internal Medicine VI, National Center for Tumor Diseases, University Hospital Heidelberg, Heidelberg University, Heidelberg, Germany
| | - Susanne Melchers
- Department of Dermatology, Venereology and Allergology, University Medical Center Mannheim, Heidelberg University, Mannheim, Germany
| | - Hanaa Al-Ahmdi
- Institute of Pathology, University Medical Centre Mannheim, University of Heidelberg, 68167, Mannheim, Germany
| | | | - Cord Langner
- Institute of Pathology, Medical University Graz, Graz, Austria
| | - Timo Gaiser
- Institute of Pathology, University Medical Centre Mannheim, University of Heidelberg, 68167, Mannheim, Germany
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