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Belgiovine C, Digifico E, Erreni M, Putignano AR, Mannarino L, Valentino S, Grizzi F, Pasqualini F, Recordati C, Bertola L, Zucali P, Pistillo D, Paleari V, Mantovani A, D'Incalci M, Marchesi F, Allavena P. Malignant mesothelioma-associated inflammatory microenvironment promotes tumor progression via GPNMB. J Transl Med 2025; 23:454. [PMID: 40251684 PMCID: PMC12007160 DOI: 10.1186/s12967-025-06407-4] [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: 01/15/2025] [Accepted: 03/20/2025] [Indexed: 04/20/2025] Open
Abstract
BACKGROUND Tumor-Associated Macrophages (TAMs) are the main immune component of the tumor stroma with heterogeneous functional activities, predominantly suppressing the immune response and promoting tumor progression, also via secretion of different factors. Among these, GPNMB (Glycoprotein non-metastatic B) is usually associated with disease progression in several tumor types. Malignant pleural mesothelioma (MPM) a severe neoplasia with poor prognosis, is characterized by an abundancy of TAMs, testifying the presence of a long-lasting inflammation which is pathogenetic of the disease. However, the role of GPNMB in MPM is unclear. METHODS Clinical samples from patients with MPM were used to measure RNA and protein levels of GPNMB. The functional role of GPNMB in vivo was studied in an orthotopic mouse model of mesothelioma using the murine cell lines AB1 and AB22. Experiments included in vivo tumor growth in wild type and in GPNMB-deficient mice and blocking of GPNMB-induced signaling with anti-CD44 antibodies. RESULTS We show that in human and murine MPM tissues the protein GPNMB is mainly produced by infiltrating TAMs. Gpnmb RNA levels in MPM patients from TCGA are significantly associated with lower survival. Using an orthotopic mouse model of mesothelioma we observed that in GPNMB-defective mice (DBA2/J mice) unable to produce the protein, tumors formed by AB1 and AB22 mesothelioma cells grow significantly less than in GPNMB-proficient mice (DBA2/J-Gpnmb+ mice), indicating that host GPNMB is involved in tumor progression. Likewise, the ectopic expression of GPNMB in AB1 and AB22 cells causes an acceleration of tumor growth in vivo, significantly different compared to mock-transduced cells. Treatment of tumor-bearing mice with blocking anti-CD44 (a major receptor for GPNMB) results in a significant reduction of tumor growth. CONCLUSIONS Overall, these results indicate that the protein GPNMB, a product and marker gene of TAMs, is a driver of mesothelioma progression and may constitute a promising therapeutic target.
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Affiliation(s)
- Cristina Belgiovine
- IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089, Rozzano (Milan), Italy.
- Lab. Molecular Mechanisms of Innate Immunity and Nucleic Acid Sensing, Department of Biology and Biotechnology "L. Spallanzani", Via Ferrata 9, 27100, Pavia, Italy.
| | - Elisabeth Digifico
- IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089, Rozzano (Milan), Italy
| | - Marco Erreni
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- Unit of Advanced Optical Microscopy, IRCCS Humanitas Research Hospital, Rozzano (MI), Italy
| | - Anna Rita Putignano
- IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089, Rozzano (Milan), Italy
| | - Laura Mannarino
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- Lab. Cancer Pharmacology, IRCCS Humanitas Research Hospital, Rozzano (MI), Italy
| | - Sonia Valentino
- IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089, Rozzano (Milan), Italy
| | - Fabio Grizzi
- IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089, Rozzano (Milan), Italy
| | - Fabio Pasqualini
- IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089, Rozzano (Milan), Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Camilla Recordati
- Department of Veterinary Medicine, University of Milan, 26900, Lodi, Italy
- Mouse and Animal Pathology Laboratory (Maplab), Fondazione UNIMI, 20139, Milan, Italy
| | - Luca Bertola
- Department of Veterinary Medicine, University of Milan, 26900, Lodi, Italy
- Mouse and Animal Pathology Laboratory (Maplab), Fondazione UNIMI, 20139, Milan, Italy
| | - Paolo Zucali
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- Department Oncology, IRCCS Humanitas Research Hospital, Rozzano (MI), Italy
| | | | | | - Alberto Mantovani
- IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089, Rozzano (Milan), Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- William Harvey Research Institute, Queen Mary University of London, London, UK
| | - Maurizio D'Incalci
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- Lab. Cancer Pharmacology, IRCCS Humanitas Research Hospital, Rozzano (MI), Italy
| | - Federica Marchesi
- IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089, Rozzano (Milan), Italy
- Department of Biotechnology and Translational Medicine, University of Milan, Milan, Italy
| | - Paola Allavena
- IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089, Rozzano (Milan), Italy
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Eyers M, Irlam J, Marshall G, Smith V, Baker A, Frost L, Hoskin P, Choudhury A, West C. Digital spatial profiling of the microenvironment of muscle invasive bladder cancer. Commun Biol 2024; 7:737. [PMID: 38890455 PMCID: PMC11189454 DOI: 10.1038/s42003-024-06426-9] [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: 11/02/2023] [Accepted: 06/07/2024] [Indexed: 06/20/2024] Open
Abstract
Muscle invasive bladder cancer (MIBC) is a molecularly diverse disease with varied clinical outcomes. Molecular studies typically employ bulk sequencing analysis, giving a transcriptomic snapshot of a section of the tumour. However, tumour tissues are not homogeneous, but are composed of distinct compartments such as the tumour and stroma. To investigate the molecular profiles of bladder cancer, whilst also maintaining the spatial complexity of the tumours, we employed whole transcriptome Digital Spatial Profiling (DSP). With this method we generated a dataset of transcriptomic profiles of tumour epithelium, stroma, and immune infiltrate. With these data we investigate the spatial relationship of molecular subtype signatures and ligand signalling events. We find that Basal/Squamous and Classical subtypes are mostly restricted to tumour regions, while the stroma-rich subtype signatures are abundant within the stroma itself. Additionally, we identify ligand signalling events occurring between tumour, stroma, and immune infiltrate regions, such as immune infiltrate derived GPNMB, which was highly correlated with VEGFA expression within the tumour. These findings give us new insights into the diversity of MIBC at a molecular level and provide a dataset with detailed spatial information that was not available before in bladder cancer research.
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Affiliation(s)
- Michael Eyers
- Medicines Discovery Catapult, Alderly Park, Cheshire, UK.
| | - Joely Irlam
- Division of Cancer Sciences, University of Manchester, Manchester, UK
| | - Gayle Marshall
- Medicines Discovery Catapult, Alderly Park, Cheshire, UK
| | | | | | - Lucy Frost
- Medicines Discovery Catapult, Alderly Park, Cheshire, UK
| | - Peter Hoskin
- Division of Cancer Sciences, University of Manchester, Manchester, UK
- Mount Vernon Centre for Cancer Treatment, Northwood, UK
| | - Ananya Choudhury
- Division of Cancer Sciences, University of Manchester, Manchester, UK
- The Christie NHS Foundation Trust, Manchester, UK
| | - Catharine West
- Division of Cancer Sciences, University of Manchester, Manchester, UK
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Klein S, Tolkach Y, Reinhardt HC, Buettner R, Quaas A, Helbig D. Proteomic analysis of pleomorphic dermal sarcoma reveals a fibroblastic cell of origin and distinct immune evasion mechanisms. Sci Rep 2024; 14:12516. [PMID: 38822058 PMCID: PMC11143252 DOI: 10.1038/s41598-024-62927-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: 06/26/2023] [Accepted: 05/22/2024] [Indexed: 06/02/2024] Open
Abstract
Pleomorphic dermal sarcomas are infrequent neoplastic skin tumors, manifesting in regions of the skin exposed to ultraviolet radiation. Diagnosing the entity can be challenging and therapeutic options are limited. We analyzed 20 samples of normal healthy skin tissue (SNT), 27 malignant melanomas (MM), 20 cutaneous squamous cell carcinomas (cSCC), and 24 pleomorphic dermal sarcomas (PDS) using mass spectrometry. We explored a potential cell of origin in PDS and validated our findings using publicly available single-cell sequencing data. By correlating tumor purity (TP), inferred by both RNA- and DNA-sequencing, to protein abundance, we found that fibroblasts shared most of the proteins correlating to TP. This observation could also be made using publicly available SNT single cell sequencing data. Moreover, we studied relevant pathways of receptor/ligand (R/L) interactions. Analysis of R/L interactions revealed distinct pathways in cSCC, MM and PDS, with a prominent role of PDGFRB-PDGFD R/L interactions and upregulation of PI3K/AKT signaling pathway. By studying differentially expressed proteins between cSCC and PDS, markers such as MAP1B could differentiate between these two entities. To this end, we studied proteins associated with immunosuppression in PDS, uncovering that immunologically cold PDS cases shared a "negative regulation of interferon-gamma signaling" according to overrepresentation analysis.
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Affiliation(s)
- Sebastian Klein
- Department of Hematology and Stem Cell Transplantation, University Duisburg-Essen, University Hospital Essen, Hufelandstraße 55, 45147, Essen, Germany.
- West German Cancer Center Network, Partner Site Essen, Essen, Germany.
- Institute for Pathology and Neuropathology, University Hospital and Medical Faculty Cologne, Kerpenerstr 62, 50937, Cologne, Germany.
| | - Yuri Tolkach
- Institute for Pathology and Neuropathology, University Hospital and Medical Faculty Cologne, Kerpenerstr 62, 50937, Cologne, Germany
| | - Hans Christian Reinhardt
- Department of Hematology and Stem Cell Transplantation, University Duisburg-Essen, University Hospital Essen, Hufelandstraße 55, 45147, Essen, Germany
- West German Cancer Center Network, Partner Site Essen, Essen, Germany
| | - Reinhard Buettner
- Institute for Pathology and Neuropathology, University Hospital and Medical Faculty Cologne, Kerpenerstr 62, 50937, Cologne, Germany
- Center for Molecular Medicine Cologne, Cologne, Germany
| | - Alexander Quaas
- Institute for Pathology and Neuropathology, University Hospital and Medical Faculty Cologne, Kerpenerstr 62, 50937, Cologne, Germany
| | - Doris Helbig
- Department of Dermatology, Medical Faculty, University Hospital Cologne, Cologne, Germany
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Yalcin F, Haneke H, Efe IE, Kuhrt LD, Motta E, Nickl B, Flüh C, Synowitz M, Dzaye O, Bader M, Kettenmann H. Tumor associated microglia/macrophages utilize GPNMB to promote tumor growth and alter immune cell infiltration in glioma. Acta Neuropathol Commun 2024; 12:50. [PMID: 38566120 PMCID: PMC10985997 DOI: 10.1186/s40478-024-01754-7] [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: 03/14/2023] [Accepted: 03/05/2024] [Indexed: 04/04/2024] Open
Abstract
Tumor-associated microglia and blood-derived macrophages (TAMs) play a central role in modulating the immune suppressive microenvironment in glioma. Here, we show that GPNMB is predominantly expressed by TAMs in human glioblastoma multiforme and the murine RCAS-PDGFb high grade glioma model. Loss of GPNMB in the in vivo tumor microenvironment results in significantly smaller tumor volumes and generates a pro-inflammatory innate and adaptive immune cell microenvironment. The impact of host-derived GPNMB on tumor growth was confirmed in two distinct murine glioma cell lines in organotypic brain slices from GPNMB-KO and control mice. Using published data bases of human glioma, the elevated levels in TAMs could be confirmed and the GPNMB expression correlated with a poorer survival.
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Affiliation(s)
- Fatih Yalcin
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
- Institute of Pathology, Christian-Albrecht University of Kiel, Kiel, Germany
- Department of Neurosurgery, University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Hannah Haneke
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
| | - Ibrahim E Efe
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
- Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Leonard D Kuhrt
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
- Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Edyta Motta
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
| | - Bernadette Nickl
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
| | - Charlotte Flüh
- Department of Neurosurgery, University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Michael Synowitz
- Department of Neurosurgery, University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Omar Dzaye
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University, Baltimore, MD, USA
| | - Michael Bader
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
- DZHK (German Center for Cardiovascular Research), Partner Site Berlin, Berlin, Germany
- Charité Universitätsmedizin Berlin, Berlin, Germany
- Institute for Biology, University of Lübeck, Lübeck, Germany
| | - Helmut Kettenmann
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany.
- Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China.
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Liu Q, Zhang J, Mao S, Zhang D, Dong Y, Hu P, Ren S. GPNMB Expression Associates with Inferior Prognosis in Patients with Small Cell Lung Cancer. J Cancer 2024; 15:2960-2970. [PMID: 38706915 PMCID: PMC11064273 DOI: 10.7150/jca.92661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 03/12/2024] [Indexed: 05/07/2024] Open
Abstract
Purpose: Small cell lung cancer (SCLC) is widely recognized for its propensity for early and frequent metastases, which contribute to its status as a refractory malignancy. While the high expression of GPNMB in SCLC is well-documented, the precise correlation between GPNMB expression and the prognosis of SCLC remains undetermined. Methods: HTG Edge-seq was used to screen the differential gene expression between primary SCLC lesions and paired metastatic lymph nodes (LN). The plasma concentration of GPNMB was measured using enzyme-linked immunosorbent assay (ELISA). The relationship between GPNMB concentration and clinical characteristics, as well as overall survival (OS) was assessed. One-to-one propensity score matching (PSM) was performed to reduce bias from confounding factors between groups. The invasive, migratory, proliferative, and apoptotic abilities of SCLC cells were evaluated using migration and matrigel invasion assays, CCK8 assay and flow cytometry respectively. Results: GPNMB exhibited a significant up-regulation in LN compared to primary SCLC lesions as determined by HTG Edge-seq. Furthermore, patients with extensive disease demonstrated a significantly elevated plasma GPNMB concentration compared to those with local disease (P = 0.043). Additionally, patients with a high baseline plasma GPNMB level exhibited a shorter OS (10.32 vs. 16.10 months, P = 0.0299). Following PSM analysis, the statistical significance of the difference between the two groups persisted (9.43 vs. 15.27 months, P = 0.0146). Notably, both univariate and multivariate analyses confirmed that higher expression of GPNMB served as an independent biomarker for OS before PSM (P = 0.033, HR = 2.304) and after PSM (P = 0.003, HR = 6.190). Additionally, our study revealed that the inhibition of GPNMB expression through the use of siRNA effectively diminished the metastatic and proliferative capabilities of SCLC. Furthermore, this inhibition resulted in an enhanced ability to induce apoptosis. Conclusions: In light of our findings, it can be inferred that the expression of GPNMB is linked to metastasis and an unfavorable prognosis, thus suggesting its potential as a novel therapeutic target in the treatment of SCLC.
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Affiliation(s)
- Qian Liu
- Department of Oncology, Xiangyang No. 1 People's Hospital, Hubei University of Medicine, Xiangyang, 441000, China
- Department of Medical Oncology, Shanghai Pulmonary Hospital and Lung Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, China
| | - Jun Zhang
- Department of Neurology, Xiangyang No. 1 People's Hospital, Hubei University of Medicine, Xiangyang, 441000, China
| | - Shiqi Mao
- Department of Medical Oncology, Shanghai Pulmonary Hospital and Lung Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, China
| | - Dongdong Zhang
- Department of Oncology, Xiangyang No. 1 People's Hospital, Hubei University of Medicine, Xiangyang, 441000, China
| | - Youhong Dong
- Department of Oncology, Xiangyang No. 1 People's Hospital, Hubei University of Medicine, Xiangyang, 441000, China
| | - Pengchao Hu
- Department of Oncology, Xiangyang No. 1 People's Hospital, Hubei University of Medicine, Xiangyang, 441000, China
| | - Shengxiang Ren
- Department of Medical Oncology, Shanghai Pulmonary Hospital and Lung Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, China
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Vukovic Đerfi K, Vasiljevic T, Matijevic Glavan T. Recent Advances in the Targeting of Head and Neck Cancer Stem Cells. APPLIED SCIENCES 2023; 13:13293. [DOI: 10.3390/app132413293] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
Abstract
Head and neck squamous cell carcinoma (HNSCC) is a very heterogeneous cancer with a poor overall response to therapy. One of the reasons for this therapy resistance could be cancer stem cells (CSCs), a small population of cancer cells with self-renewal and tumor-initiating abilities. Tumor cell heterogeneity represents hurdles for therapeutic elimination of CSCs. Different signaling pathway activations, such as Wnt, Notch, and Sonic-Hedgehog (SHh) pathways, lead to the expression of several cancer stem factors that enable the maintenance of CSC features. Identification and isolation of CSCs are based either on markers (CD133, CD44, and aldehyde dehydrogenase (ALDH)), side populations, or their sphere-forming ability. A key challenge in cancer therapy targeting CSCs is overcoming chemotherapy and radiotherapy resistance. However, in novel therapies, various approaches are being employed to address this hurdle such as targeting cell surface markers, other stem cell markers, and different signaling or metabolic pathways, but also, introducing checkpoint inhibitors and natural compounds into the therapy can be beneficial.
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Affiliation(s)
- Kristina Vukovic Đerfi
- Laboratory for Personalized Medicine, Division of Molecular Medicine, Ruđer Boskovic Institute, Bijenicka 54, 10000 Zagreb, Croatia
| | - Tea Vasiljevic
- Laboratory for Personalized Medicine, Division of Molecular Medicine, Ruđer Boskovic Institute, Bijenicka 54, 10000 Zagreb, Croatia
| | - Tanja Matijevic Glavan
- Laboratory for Personalized Medicine, Division of Molecular Medicine, Ruđer Boskovic Institute, Bijenicka 54, 10000 Zagreb, Croatia
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Deng Y, Lu L, Zhang H, Fu Y, Liu T, Chen Y. The role and regulation of Maf proteins in cancer. Biomark Res 2023; 11:17. [PMID: 36750911 PMCID: PMC9903618 DOI: 10.1186/s40364-023-00457-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 01/22/2023] [Indexed: 02/09/2023] Open
Abstract
The Maf proteins (Mafs) belong to basic leucine zipper transcription factors and are members of the activator protein-1 (AP-1) superfamily. There are two subgroups of Mafs: large Mafs and small Mafs, which are involved in a wide range of biological processes, such as the cell cycle, proliferation, oxidative stress, and inflammation. Therefore, dysregulation of Mafs can affect cell fate and is closely associated with diverse diseases. Accumulating evidence has established both large and small Mafs as mediators of tumor development. In this review, we first briefly describe the structure and physiological functions of Mafs. Then we summarize the upstream regulatory mechanisms that control the expression and activity of Mafs. Furthermore, we discuss recent studies on the critical role of Mafs in cancer progression, including cancer proliferation, apoptosis, metastasis, tumor/stroma interaction and angiogenesis. We also review the clinical implications of Mafs, namely their potential possibilities and limitations as biomarkers and therapeutic targets in cancer.
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Affiliation(s)
- Yalan Deng
- grid.452223.00000 0004 1757 7615Department of Oncology, NHC Key Laboratory of Cancer Proteomics, Laboratory of Structural Biology, Xiangya Hospital, Central South University, Changsha, 410008 Hunan China
| | - Liqing Lu
- grid.452223.00000 0004 1757 7615Department of Oncology, NHC Key Laboratory of Cancer Proteomics, Laboratory of Structural Biology, Xiangya Hospital, Central South University, Changsha, 410008 Hunan China ,grid.452223.00000 0004 1757 7615Department of Thoracic Surgery, Xiangya Hospital, Central South University, Changsha, 410008 Hunan China
| | - Huajun Zhang
- grid.452223.00000 0004 1757 7615Department of Oncology, NHC Key Laboratory of Cancer Proteomics, Laboratory of Structural Biology, Xiangya Hospital, Central South University, Changsha, 410008 Hunan China ,grid.452223.00000 0004 1757 7615Department of Ultrasonic Imaging, Xiangya Hospital, Central South University, Changsha, 410008 Hunan China
| | - Ying Fu
- grid.452223.00000 0004 1757 7615Department of Oncology, NHC Key Laboratory of Cancer Proteomics, Laboratory of Structural Biology, Xiangya Hospital, Central South University, Changsha, 410008 Hunan China
| | - Ting Liu
- Department of Gastroenterology, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China.
| | - Yongheng Chen
- Department of Oncology, NHC Key Laboratory of Cancer Proteomics, Laboratory of Structural Biology, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China. .,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China.
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