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Xu PL, Cheng CS, Wang T, Dong S, Li P. Immune landscape and prognostic index for pancreatic cancer based on TCGA database and in vivo validation. BMC Cancer 2023; 23:139. [PMID: 36765322 PMCID: PMC9912589 DOI: 10.1186/s12885-023-10597-9] [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: 07/12/2022] [Accepted: 01/31/2023] [Indexed: 02/12/2023] Open
Abstract
The immunotherapy efficacy on pancreatic cancer remains unsatisfactory. Therefore, it is still necessary to further clarify the pancreatic immune cell infiltration and search for immune-related prognostic indicators. We analyzed the 135 pancreatic cancer patients' data retrieved from the TCGA database for the immune cell infiltration, tumor microenvironment score and the correlation of the immune cells, followed by identification of prognostic immune clusters and genes clusters. The R language was used for the immune score calculation, and immune cells proportion related survival differences identification. The function of immune cells was verified through datasets in the GEO database and in vivo experiments. The results showed that M0 Macrophages had negative relations to CD8 + T cells and immune scores. There were differences in median survival in ICI clusters, gene clusters, and immune score groups (p < 0.05). M0 macrophages accounted for more than 9.8%, indicating a poor prognosis, while T cells accounted for more than 9.2%, indicating a good prognosis. In vivo results showed that M0 macrophages promote pancreatic cancer growth. Elimination of M0 macrophages may be a hopeful strategy against pancreatic cancer.
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Affiliation(s)
- Pan-ling Xu
- grid.412679.f0000 0004 1771 3402Department of Chinese Integrative Medicine Oncology, The First Affiliated Hospital of Anhui Medical University, 230022 Hefei, Anhui China
| | - Chien-shan Cheng
- grid.452404.30000 0004 1808 0942Department of Integrative Oncology, Fudan University Shanghai Cancer Center, 200032 Shanghai, China ,grid.8547.e0000 0001 0125 2443Department of Oncology, Shanghai Medical College, Fudan University, 200032 Shanghai, China
| | - Ting Wang
- grid.412679.f0000 0004 1771 3402Department of Chinese Integrative Medicine Oncology, The First Affiliated Hospital of Anhui Medical University, 230022 Hefei, Anhui China
| | - Shu Dong
- Department of Integrative Oncology, Fudan University Shanghai Cancer Center, 200032, Shanghai, China. .,Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China.
| | - Ping Li
- Department of Chinese Integrative Medicine Oncology, The First Affiliated Hospital of Anhui Medical University, 230022, Hefei, Anhui, China.
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Whittle S, Smith V, Silverstein A, Parmeter M, Minard CG, Bernhardt MB, Zage P, Venkatramani R, Nuchtern J, Heczey A, Russell H, Shohet J, Foster J. Is high-risk neuroblastoma induction chemotherapy possible without G-CSF? A pilot study of safety and treatment delays in the absence of primary prophylactic hematopoietic growth factors. Pediatr Blood Cancer 2020; 67:e28417. [PMID: 32729196 PMCID: PMC7722106 DOI: 10.1002/pbc.28417] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 04/28/2020] [Accepted: 04/29/2020] [Indexed: 01/15/2023]
Abstract
BACKGROUND/OBJECTIVES Standard supportive care during induction therapy for high-risk neuroblastoma (HR-NBL) includes primary prophylactic granulocyte colony-stimulating factor (G-CSF) aimed at limiting duration of neutropenia, reducing infection risk, and minimizing treatment delays. Preclinical models suggest that G-CSF promotes maintenance of neuroblastoma cancer stem cells and may reduce the efficacy of chemotherapy. This study's objective was to determine the safety and feasibility of administering induction chemotherapy without routine use of prophylactic G-CSF. DESIGN/METHODS Children with newly diagnosed HR-NBL received six-cycle induction chemotherapy regimen without prophylactic G-CSF in four cycles. G-CSF was administered for stem cell mobilization after cycle 3 and granulocyte-monocyte colony-stimulating factor after cycle 5 prior to surgical resection of primary disease. The primary outcome measure was the incidence of grade 3 or higher infection. We hypothesized that the per patient infection rate would be comparable to our institutional baseline rate of 58% in patients with HR-NBL receiving induction chemotherapy with prophylactic growth factor support. The trial used an A'Hern single-stage design. RESULTS Twelve patients with HR-NBL received 58 cycles of chemotherapy on study. Three patients completed the entire six-cycle regimen with no infections. Nine patients experienced grade 3 infections (bacteremia four, urinary tract infection two, skin/soft tissue infection three). No patients experienced grade 4 infections or required intensive care treatment for infection. CONCLUSION A greater than expected number of serious bacterial infections were observed during administration of induction chemotherapy for HR-NBL without primary prophylactic G-CSF. These results support continued prophylactic administration growth factor during induction chemotherapy.
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Affiliation(s)
- Sarah Whittle
- Texas Children’s Cancer and Hematology Centers, Texas Children’s Hospital, Houston, TX,Department of Pediatrics, Baylor College of Medicine, Houston, TX
| | - Valeria Smith
- Texas Children’s Cancer and Hematology Centers, Texas Children’s Hospital, Houston, TX,Department of Pediatrics, Baylor College of Medicine, Houston, TX
| | | | - Margaret Parmeter
- Texas Children’s Cancer and Hematology Centers, Texas Children’s Hospital, Houston, TX,Department of Pediatrics, Baylor College of Medicine, Houston, TX
| | - Charles G. Minard
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, TX
| | - M Brooke Bernhardt
- Texas Children’s Cancer and Hematology Centers, Texas Children’s Hospital, Houston, TX,Department of Pediatrics, Baylor College of Medicine, Houston, TX
| | - Peter Zage
- Department of Pediatrics, Division of Hematology-Oncology, University of California San Diego, La Jolla, CA
| | - Rajkumar Venkatramani
- Texas Children’s Cancer and Hematology Centers, Texas Children’s Hospital, Houston, TX,Department of Pediatrics, Baylor College of Medicine, Houston, TX
| | - Jed Nuchtern
- Texas Children’s Cancer and Hematology Centers, Texas Children’s Hospital, Houston, TX,Center for Medical Ethics and Health Policy, Baylor College of Medicine Houston TX
| | - Andras Heczey
- Texas Children’s Cancer and Hematology Centers, Texas Children’s Hospital, Houston, TX,Department of Pediatrics, Baylor College of Medicine, Houston, TX
| | - Heidi Russell
- Texas Children’s Cancer and Hematology Centers, Texas Children’s Hospital, Houston, TX,Department of Pediatrics, Baylor College of Medicine, Houston, TX,Center for Medical Ethics and Health Policy, Baylor College of Medicine Houston TX
| | - Jason Shohet
- Division of Pediatric Oncology, Department of Pediatrics, University of Massachusetts Medical School, Worcester, MA
| | - Jennifer Foster
- Texas Children’s Cancer and Hematology Centers, Texas Children’s Hospital, Houston, TX,Department of Pediatrics, Baylor College of Medicine, Houston, TX
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