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Zhang L, Che T, Xin B, Li S, Gong G, Wang X. Spatial-demographic analysis model for brain metastases distribution. LA RADIOLOGIA MEDICA 2025; 130:397-411. [PMID: 40019681 PMCID: PMC11903647 DOI: 10.1007/s11547-025-01965-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Accepted: 02/05/2025] [Indexed: 03/01/2025]
Abstract
PURPOSE The distribution analysis of the morphologic characteristics and spatial relations among brain metastases (BMs) to guide screening and early diagnosis. MATERIAL AND METHODS This retrospective study analysed 4314 BMs across 30 brain regions from MRIs of 304 patients. This paper proposed a unified analysis model based on persistent homology (PH) and graph modelling to provide a comprehensive portrait of BMs distribution. Spatial relationships are quantified through dynamic multiple-scale graphs constructed with Rips filtration. The multi-scale centrality importance and clustering coefficients are extracted to decode BMs spatial relations. Morphologic BMs characteristics are further analysed by varying radius and volume values that are considered as clinically influential factors. Finally, two-tailed proportional hypothesis testing is used for BM statistical distribution analysis. RESULTS For spatial analysis, results have shown a statistical increase in the proportions of high-level centrality BMs at the left cerebellum (p<0.01). BMs rapidly form graphs with high clustering rather than those with high centrality. For demographic analysis, the cerebellum and frontal are the top high-frequency areas of BMs with 0-4 and 5-10 radii. Statistical increases in the proportions of BMs at cerebellum (p<0.01). CONCLUSION Results indicate that distributions of both BMs spatial relations and demographics are statistically non-random. This research offers novel insights into the BMs distribution analysis, providing physicians with the BMs demographic to guide screening and early diagnosis.
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Affiliation(s)
- Lin Zhang
- The School of Computer Science, The University of Sydney, Sydney, NSW, 2006, Australia
- Australian e-Health Research Centre, CSIRO, Sydney, NSW, 2145, Australia
| | - Tongtong Che
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, 100875, China
| | - Bowen Xin
- Australian e-Health Research Centre, CSIRO, Sydney, NSW, 2145, Australia
| | - Shuyu Li
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, 100875, China
| | - Guanzhong Gong
- Department of Radiation Physics, Shandong First Medical University Affiliated Cancer Hospital, Shandong Cancer Hospital and Institute, Jinan, 250117, China.
- Department of Engineering Physics, Tsing Hua University, Beijing, 100084, China.
| | - Xiuying Wang
- The School of Computer Science, The University of Sydney, Sydney, NSW, 2006, Australia.
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Ziemann C, Cremers F, MacPherson M, Rades D, Löser A. A New Approach to Highly Conformal Hippocampal-sparing Whole-brain Radiotherapy: A Feasibility Study. In Vivo 2025; 39:834-843. [PMID: 40010946 PMCID: PMC11884443 DOI: 10.21873/invivo.13886] [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: 11/13/2024] [Revised: 11/25/2024] [Accepted: 11/27/2024] [Indexed: 02/28/2025]
Abstract
BACKGROUND/AIM Hippocampal-sparing whole-brain radiotherapy (HS-WBRT) is increasingly used for multiple brain metastases. However, most studies have not reported dose conformity indices (CI). In the only study indicating the CI, conformity was low (CI=0.7). We developed a new technique to achieve a significantly higher CI and better dose coverage. PATIENTS AND METHODS Ten patients received 30 Gy of HS-WBRT for brain metastases. Three variants of treatment plans (VAR1, VAR2, VAR3) were investigated. Volumetric modulated arc therapy plans with two (2ROT) or three rotations (3ROT) were created for each variant. Plans were compared for compliance with hippocampal sparing criteria, CI (where a higher value indicates better conformity), and homogeneity index (HI, where a lower value indicates better homogeneity). RESULTS Best results (highest CI, lowest HI) were achieved with the VAR3-3ROT technique (a new method), which yielded a CI=0.92-0.95 and a HI=0.05-0.09. VAR3-2ROT led to a CI=0.90-0.95 and a HI=0.06-0.11. With the other techniques, CI and HI ranged between 0.77-0.87 and 0.15-0.32, respectively. CONCLUSION Our new technique achieved both appropriate hippocampal sparing and very high dose conformity of ≥0.9. Significant underdosage outside the hippocampal-sparing area was avoided.
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Affiliation(s)
- Christian Ziemann
- Department of Radiation Oncology, University of Lübeck, Lübeck, Germany;
| | - Florian Cremers
- Department of Radiation Oncology, University of Lübeck, Lübeck, Germany
| | - Miller MacPherson
- Division of Medical Physics, Department of Radiology, Faculty of Medicine, University of Ottawa, Ottawa, Canada
| | - Dirk Rades
- Department of Radiation Oncology, University of Lübeck, Lübeck, Germany
| | - Anastassia Löser
- Department of Radiation Oncology, University of Lübeck, Lübeck, Germany
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Wiegreffe S, Sarria GR, Layer JP, Dejonckheere E, Nour Y, Schmeel FC, Anton Giordano F, Schmeel LC, Popp I, Grosu AL, Gkika E, Stefaan Dejonckheere C. Incidence of hippocampal and perihippocampal brain metastases and impact on hippocampal-avoiding radiotherapy: A systematic review and meta-analysis. Radiother Oncol 2024; 197:110331. [PMID: 38772476 DOI: 10.1016/j.radonc.2024.110331] [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: 03/28/2024] [Revised: 04/25/2024] [Accepted: 05/03/2024] [Indexed: 05/23/2024]
Abstract
BACKGROUND AND PURPOSE In patients requiring prophylactic cranial irradiation (PCI) or whole-brain radiotherapy (WBRT) for brain metastases (BMs), hippocampal avoidance (HA) has been shown to preserve neurocognitive function and quality of life. Here, we aim to estimate the incidence of hippocampal and perihippocampal BMs and the subsequent risk of local undertreatment in patients undergoing hippocampal sparing radiotherapy. MATERIALS AND METHODS MEDLINE, Embase, and Scopus were searched with the terms "Hippocampus", "Brain Neoplasms", and related terms. Trials reporting on the incidence of hippocampal and/or perihippocampal BMs or hippocampal failure rate after PCI or WBRT were included. RESULTS Forty records were included, encompassing a total of 5,374 patients with over 32,570 BMs. Most trials employed a 5 mm margin to define the HA zone. In trials reporting on BM incidence, 4.4 % (range 0 - 27 %) and 9.2 % (3 - 41 %) of patients had hippocampal and perihippocampal BMs, respectively. The most common risk factor for hippocampal BMs was the total number of BMs. The reported failure rate within the HA zone after HA-PCI or HA-WBRT was 4.5 % (0 - 13 %), salvageable with radiosurgery in most cases. SCLC histology was not associated with a higher risk of hippocampal failure (OR = 2.49; p = 0.23). In trials comparing with a conventional (non-HA) PCI or WBRT group, HA did not increase the hippocampal failure rate (OR = 1.90; p = 0.17). CONCLUSION The overall incidence of hippocampal and perihippocampal BMs is considerably low, with a subsequent low risk of local undertreatment following HA-PCI or HA-WBRT. In patients without involvement, the hippocampus should be spared to preserve neurocognitive function and quality of life.
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Affiliation(s)
- Shari Wiegreffe
- Department of Radiation Oncology, University Hospital Bonn, 53127 Bonn, Germany
| | | | - Julian Philipp Layer
- Department of Radiation Oncology, University Hospital Bonn, 53127 Bonn, Germany; Institute of Experimental Oncology, University Hospital Bonn, 53127 Bonn, Germany
| | - Egon Dejonckheere
- Faculty of Psychology and Educational Sciences, KU Leuven, 3000 Leuven, Belgium; Department of Medical and Clinical Psychology, Tilburg School of Social and Behavioural Sciences, 5037 Tilburg, the Netherlands
| | - Younèss Nour
- Department of Radiation Oncology, University Hospital Bonn, 53127 Bonn, Germany
| | | | - Frank Anton Giordano
- Department of Radiation Oncology, University Medical Center Mannheim, 68167 Mannheim, Germany; DKFZ-Hector Cancer Institute, University Medical Center Mannheim, 68167 Mannheim, Germany
| | | | - Ilinca Popp
- Department of Radiation Oncology, Medical Faculty, University Freiburg, 79106 Freiburg, Germany
| | - Anca-Ligia Grosu
- Department of Radiation Oncology, Medical Faculty, University Freiburg, 79106 Freiburg, Germany
| | - Eleni Gkika
- Department of Radiation Oncology, University Hospital Bonn, 53127 Bonn, Germany
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Giakoumettis G, Gkantaifi A, Giakoumettis D, Papanastasiou E, Plataniotis G, Misailidou D, Kouskouras K, Bamidis PD, Siountas A. Sparing the Hippocampus in Prophylactic Cranial Irradiation Using Three Different Linear Accelerators: A Comparative Study. Cureus 2024; 16:e63137. [PMID: 39055412 PMCID: PMC11272133 DOI: 10.7759/cureus.63137] [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] [Accepted: 06/24/2024] [Indexed: 07/27/2024] Open
Abstract
Hippocampus protection, as an organ at risk in brain radiotherapy, might protect patients' quality of life. Prophylactic cranial irradiation (PCI) has been used traditionally in small cell lung cancer (SCLC) patients as it increases survival. This study aimed to discover the contributing parameters for a successful PCI with simultaneous protection of the hippocampus by using three different treatment machines. For this purpose, treatment plans were generated for 45 SCLC patients using three half-arcs in three linear accelerators (LINACs; Elekta Infinity, Synergy, and Axesse; Elekta Ltd, Stockholm, Sweden) with different radiation field sizes and multileaf collimator (MLC) leaf thickness characteristics. The prescribed dose was 25 Gy in 10 fractions. Thresholds for the hippocampus were calculated based on the Radiation Therapy Oncology Group 0933 dose constraints. The planning and treatment system templates were common to all three LINACs. Plan evaluation was based on the dosimetric target coverage by the 95% isodose, the maximum dose of the plan, the conformity index (CI), the degree of plan modulation (MOD), and the patient-specific quality assurance (QA) pass rate. The mean target coverage was highest for Infinity (97.3%), followed by Axesse (96.6%) and Synergy (95.5%). The mean maximum dose was higher for Synergy (27.5 Gy), followed by Infinity (27.0 Gy) and Axesse (26.9 Gy). Axesse plans had the highest CI (0.93), followed by Infinity (0.91) and Synergy (0.88). Plan MOD was lower for Synergy (2.88) compared with Infinity (3.07) and Axesse (3.69). Finally, patient-specific QA was successful in all Infinity plans, in all but one Synergy plan, and in 17/45 Axesse plans, as was expected from the field size in that treatment unit. Based on overall performance, the most favorable combination of target coverage, hippocampus sparing, and plan deliverability was obtained with the LINAC, which has the largest field opening and thinnest MLC leaves.
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Affiliation(s)
- Georgios Giakoumettis
- Medical Physics and Digital Innovation Laboratory, AHEPA University Hospital, Aristotle University of Thessaloniki, Thessaloniki, GRC
| | - Areti Gkantaifi
- Radiation Oncology, AHEPA University Hospital, Aristotle University of Thessaloniki, Thessaloniki, GRC
- Radiation Oncology, Theagenio Cancer Hospital of Thessaloniki, Thessaloniki, GRC
| | - Dimitrios Giakoumettis
- Neurosurgery, Agios Savvas, General Anticancer-Oncological Hospital of Athens, Athens, GRC
| | - Emmanouil Papanastasiou
- Medical Physics and Digital Innovation Laboratory, AHEPA University Hospital, Aristotle University of Thessaloniki, Thessaloniki, GRC
| | - Georgios Plataniotis
- Radiation Oncology, AHEPA University Hospital, Aristotle University of Thessaloniki, Thessaloniki, GRC
| | - Despoina Misailidou
- Radiation Oncology, Interbalkan European Medical Center of Thessaloniki, Thessaloniki, GRC
| | - Konstantinos Kouskouras
- Radiology, AHEPA University Hospital, Aristotle University of Thessaloniki, Thessaloniki, GRC
| | | | - Anastasios Siountas
- Medical Physics and Digital Innovation Laboratory, AHEPA University Hospital, Aristotle University of Thessaloniki, Thessaloniki, GRC
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Leskinen S, Shah HA, D' Amico RS, Wernicke AG. Partial hippocampal avoidance whole brain radiotherapy in a patient with metastatic infiltration of the left hippocampus. BMJ Case Rep 2023; 16:e257988. [PMID: 37996143 PMCID: PMC10668158 DOI: 10.1136/bcr-2023-257988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2023] Open
Affiliation(s)
- Sandra Leskinen
- SUNY Downstate Health Sciences University College of Medicine, New York, New York, USA
| | - Harshal A Shah
- Department of Neurosurgery, Lenox Hill Hospital and Zucker School of Medicine at Hofstra/Northwell, New York, New York, USA
| | - Randy S D' Amico
- Department of Neurosurgery, Lenox Hill Hospital and Zucker School of Medicine at Hofstra/Northwell, New York, New York, USA
| | - A Gabriella Wernicke
- Department of Radiation Medicine, Lenox Hill Hospital and Zucker School of Medicine at Hofstra/Northwell, New York, New York, USA
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Popp I, Hartong NE, Nieder C, Grosu AL. PRO: Do We Still Need Whole-Brain Irradiation for Brain Metastases? Cancers (Basel) 2023; 15:3193. [PMID: 37370802 DOI: 10.3390/cancers15123193] [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: 04/23/2023] [Revised: 06/12/2023] [Accepted: 06/13/2023] [Indexed: 06/29/2023] Open
Abstract
(1) Background: In recent decades, the use of whole-brain radiation therapy (WBRT) in the treatment of brain metastases has significantly decreased, with clinicians fearing adverse neurocognitive events and data showing limited efficacy regarding local tumor control and overall survival. The present study thus aimed to reassess the role that WBRT holds in the treatment of brain metastases. (2) Methods: This review summarizes the available evidence from 1990 until today supporting the use of WBRT, as well as new developments in WBRT and their clinical implications. (3) Results: While one to four brain metastases should be exclusively treated with radiosurgery, WBRT does remain an option for patients with multiple metastases. In particular, hippocampus-avoidance WBRT, WBRT with dose escalation to the metastases, and their combination have shown promising results and offer valid alternatives to local stereotactic radiotherapy. Ongoing and published prospective trials on the efficacy and toxicity of these new methods are presented. (4) Conclusions: Unlike conventional WBRT, which has limited indications, modern WBRT techniques continue to have a significant role to play in the treatment of multiple brain metastases. In which situations radiosurgery or WBRT should be the first option should be investigated in further studies. Until then, the therapeutic decision must be made individually depending on the oncological context.
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Affiliation(s)
- Ilinca Popp
- Department of Radiation Oncology, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Partner Site Freiburg, 69120 Heidelberg, Germany
| | - Nanna E Hartong
- Department of Radiation Oncology, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Partner Site Freiburg, 69120 Heidelberg, Germany
| | - Carsten Nieder
- Department of Oncology and Palliative Medicine, Nordland Hospital, 8092 Bodø, Norway
- Department of Clinical Medicine, Faculty of Health Sciences, UiT-The Arctic University of Norway, 9037 Tromsø, Norway
| | - Anca-L Grosu
- Department of Radiation Oncology, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Partner Site Freiburg, 69120 Heidelberg, Germany
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Ahn SJ, Kwon H, Kim JW, Park G, Park M, Joo B, Suh SH, Chang YS, Lee JM. Hippocampal Metastasis Rate Based on Non-Small Lung Cancer TNM Stage and Molecular Markers. Front Oncol 2022; 12:781818. [PMID: 35619920 PMCID: PMC9127383 DOI: 10.3389/fonc.2022.781818] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 04/04/2022] [Indexed: 01/18/2023] Open
Abstract
Hippocampal-avoidance whole-brain radiation therapy (HA-WBRT) is justified because of low hippocampal brain metastases (BM) rate and its prevention of cognitive decline. However, we hypothesize that the risk of developing BM in the hippocampal-avoidance region (HAR) may differ depending on the lung-cancer stage and molecular status. We retrospectively reviewed 123 patients with non-small cell lung cancer (NSCLC) at the initial diagnosis of BM. The number of BMs within the HAR (5 mm expansion) was counted. The cohort was divided into patients with and without BMs in the HAR, and their clinical variables, TNM stage, and epidermal growth factor receptor (EGFR) status were compared. The most influential variable predicting BMs in the HAR was determined using multi-variable logistic regression, classification and regression tree (CART) analyses, and gradient boosting method (GBM). The feasibility of HAR expansion was tested using generalized estimating equation marginal model. Patients with BMs in the HAR were more frequently non-smokers, and more likely to have extra-cranial metastases and EGFR mutations (p<0.05). Multi-variable analysis revealed that extra-cranial metastases were independently associated with the presence of BM in the HAR (odds ratio=8.75, p=0.04). CART analysis and GBM revealed that the existence of extra-cranial metastasis was the most influential variable predicting BM occurrence in the HAR (variable importance: 23% and relative influence: 37.38). The estmated BM incidence of patients without extra-cranial metastases in th extended HAR (7.5-mm and 10-mm expansion) did not differ significantly from that in the conventional HAR. In conclusion, NSCLC patients with extra-cranial metastases were more likely to have BMs in the HAR than those without extra-cranial metastases.
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Affiliation(s)
- Sung Jun Ahn
- Department of Radiology, Gangnam Severance Hospital, Yonsei University, College of Medicine, Seoul, South Korea
| | - Hyeokjin Kwon
- Department of Electronic Engineering, Hanyang University, Seoul, South Korea
| | - Jun Won Kim
- Department of Radiation Oncology, Gangnam Severance Hospital, Yonsei University, College of Medicine, Seoul, South Korea
| | - Goeun Park
- Biostatistics Collaboration Unit, Yonsei University College of Medicine, Seoul, South Korea
| | - Mina Park
- Department of Radiology, Gangnam Severance Hospital, Yonsei University, College of Medicine, Seoul, South Korea
| | - Bio Joo
- Department of Radiology, Gangnam Severance Hospital, Yonsei University, College of Medicine, Seoul, South Korea
| | - Sang Hyun Suh
- Department of Radiology, Gangnam Severance Hospital, Yonsei University, College of Medicine, Seoul, South Korea
| | - Yoon Soo Chang
- Department of Internal Medicine, Gangnam Severance Hospital, Yonsei University, College of Medicine, Seoul, South Korea
| | - Jong-Min Lee
- Department of Biomedical Engineering, Hanyang University, Seoul, South Korea
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Optimization of hippocampus sparing during whole brain radiation therapy with simultaneous integrated boost-tutorial and efficacy of complete directional hippocampal blocking. Strahlenther Onkol 2022; 198:537-546. [PMID: 35357511 PMCID: PMC9165264 DOI: 10.1007/s00066-022-01916-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Accepted: 02/20/2022] [Indexed: 11/25/2022]
Abstract
Purpose Hippocampus-avoidance whole brain radiotherapy with simultaneous integrated boost (HA-WBRT+SIB) is a complex treatment option for patients with multiple brain metastases, aiming to prevent neurocognitive decline and simultaneously increase tumor control. Achieving efficient hippocampal dose reduction in this context can be challenging. The aim of the current study is to present and analyze the efficacy of complete directional hippocampal blocking in reducing the hippocampal dose during HA-WBRT+SIB. Methods A total of 30 patients with multiple metastases having undergone HA-WBRT+SIB were identified. The prescribed dose was 30 Gy in 12 fractions to the whole brain, with 98% of the hippocampus receiving ≤ 9 Gy and 2% ≤ 17 Gy and with SIB to metastases/resection cavities of 36–51 Gy in 12 fractions. Alternative treatment plans were calculated using complete directional hippocampal blocking and compared to conventional plans regarding target coverage, homogeneity, conformity, dose to hippocampi and organs at risk. Results All alternative plans reached prescription doses. Hippocampal blocking enabled more successful sparing of the hippocampus, with a mean dose of 8.79 ± 0.99 Gy compared to 10.07 ± 0.96 Gy in 12 fractions with the conventional method (p < 0.0001). The mean dose to the whole brain (excluding metastases and hippocampal avoidance region) was 30.52 ± 0.80 Gy with conventional planning and 30.28 ± 0.11 Gy with hippocampal blocking (p = 0.11). Target coverage, conformity and homogeneity indices for whole brain and metastases, as well as doses to organs at risk were similar between planning methods (p > 0.003). Conclusion Complete directional hippocampal blocking is an efficient method for achieving improved hippocampal sparing during HA-WBRT+SIB.
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Xie P, Qiao H, Hu H, Xin W, Zhang H, Lan N, Chen X, Ma Y. The Risk of Hippocampal Metastasis and the Associated High-Risk Factors in 411 Patients With Brain Metastases. Front Oncol 2022; 12:808443. [PMID: 35237516 PMCID: PMC8882759 DOI: 10.3389/fonc.2022.808443] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Accepted: 01/24/2022] [Indexed: 11/13/2022] Open
Abstract
Background and AimsTo retrospectively analyze the incidence of hippocampal metastasis and the associated high-risk factors in patients with brain metastases and evaluate the safety of hippocampal avoidance whole-brain radiation therapy (HA-WBRT).MethodsWe retrospectively analyzed the data of patients with brain metastases diagnosed by contrast-enhanced cranial Magnetic resonance imaging (MRI) at the First Hospital of Lanzhou University from 2017 to 2020. The boundaries of the hippocampus, hippocampus + 5 mm area, hippocampus + 10 mm area, and hippocampus + 20 mm area were delineated, and the distances from the brain metastases to the hippocampus were measured. Univariate and multivariate logistic regressions were adopted to analyze the high-risk factors of hippocampal metastasis.ResultsA total of 3,375 brain metastases in 411 patients were included in the analysis. The metastasis rates in the hippocampus and surrounding areas of the entire group were as follows: 7.3% (30/411) in the hippocampus, 16.5% (68/411) in the hippocampus + 5 mm area, 23.8% (98/411) in the hippocampus + 10 mm area, and 36.5% (150/411) in the hippocampus + 20 mm area. Univariate logistic regression showed that the pathological type, the number of metastases, the maximum diameter of metastases, and the volume of brain metastases were all correlated with hippocampal metastasis. Multivariate logistic regression showed that the pathological type, the number of metastases, and the total volume of metastases were correlated with hippocampal metastasis.ConclusionThe pathological type, the number of metastases, and the total volume of metastases are the high-risk factors associated with hippocampal metastasis. Small cell lung cancer (SCLC) has a significantly higher rate of hippocampal metastasis than other tumor types. The greater the number and total volume of metastases, the more likely the hippocampal metastasis. For patients with SCLC or a greater number and total volume of brain metastases, the implementation of HA-WBRT may bring a higher risk of tumor recurrence.
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Affiliation(s)
- Peng Xie
- Department of Radiation Oncology, The First Hospital of Lanzhou University, Lanzhou, China
| | - Hui Qiao
- Department of Oncology, The First Hospital of Lanzhou University, Lanzhou, China
- *Correspondence: Hui Qiao,
| | - Huiling Hu
- Department of Radiology, The First People’s Hospital of Lanzhou City, Lanzhou, China
| | - Wenlong Xin
- Department of Radiology, The First Hospital of Lanzhou University, Lanzhou, China
| | - Huanyu Zhang
- Department of Radiation Oncology, The First Hospital of Lanzhou University, Lanzhou, China
| | - Ning Lan
- Department of Radiation Oncology, The First Hospital of Lanzhou University, Lanzhou, China
| | - Xiaohua Chen
- Department of Radiation Oncology, The First Hospital of Lanzhou University, Lanzhou, China
| | - Yan Ma
- Department of Radiation Oncology, The First Hospital of Lanzhou University, Lanzhou, China
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Popp I, Rau A, Kellner E, Reisert M, Fennell JT, Rothe T, Nieder C, Urbach H, Egger K, Grosu AL, Kaller CP. Hippocampus-Avoidance Whole-Brain Radiation Therapy Is Efficient in the Long-Term Preservation of Hippocampal Volume. Front Oncol 2021; 11:714709. [PMID: 34490112 PMCID: PMC8417356 DOI: 10.3389/fonc.2021.714709] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 07/26/2021] [Indexed: 12/13/2022] Open
Abstract
Background and Purpose With improved life expectancy, preventing neurocognitive decline after cerebral radiotherapy is gaining more importance. Hippocampal damage has been considered the main culprit for cognitive deficits following conventional whole-brain radiation therapy (WBRT). Here, we aimed to determine to which extent hippocampus-avoidance WBRT (HA-WBRT) can prevent hippocampal atrophy compared to conventional WBRT. Methods and Materials Thirty-five HA-WBRT and 48 WBRT patients were retrospectively selected, comprising a total of 544 contrast-enhanced T1-weighted magnetic resonance imaging studies, longitudinally acquired within 24 months before and 48 months after radiotherapy. HA-WBRT patients were treated analogously to the ongoing HIPPORAD-trial (DRKS00004598) protocol with 30 Gy in 12 fractions and dose to 98% of the hippocampus ≤ 9 Gy and to 2% ≤ 17 Gy. WBRT was mainly performed with 35 Gy in 14 fractions or 30 Gy in 10 fractions. Anatomical images were segmented and the hippocampal volume was quantified using the Computational Anatomy Toolbox (CAT), including neuroradiological expert review of the segmentations. Results After statistically controlling for confounding variables such as age, gender, and total intracranial volume, hippocampal atrophy was found after both WBRT and HA-WBRT (p < 10-6). However, hippocampal decline across time following HA-WBRT was approximately three times lower than following conventional WBRT (p < 10-6), with an average atrophy of 3.1% versus 8.5% in the first 2 years after radiation therapy, respectively. Conclusion HA-WBRT is a therapeutic option for patients with multiple brain metastases, which can effectively and durably minimize hippocampal atrophy compared to conventional WBRT.
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Affiliation(s)
- Ilinca Popp
- Department of Radiation Oncology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Alexander Rau
- Department of Neuroradiology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Elias Kellner
- Medical Physics, Department of Radiology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Marco Reisert
- Medical Physics, Department of Radiology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Jamina Tara Fennell
- Department of Radiation Oncology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Thomas Rothe
- Department of Radiation Oncology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Carsten Nieder
- Department of Oncology and Palliative Medicine, Nordland Hospital, Bodø, Norway.,Department of Clinical Medicine, Faculty of Health Sciences, University of Tromsø, Tromsø, Norway
| | - Horst Urbach
- Department of Neuroradiology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Karl Egger
- Department of Neuroradiology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Anca Ligia Grosu
- Department of Radiation Oncology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany.,German Cancer Consortium (DKTK), Partner Site Freiburg, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Christoph P Kaller
- Department of Neuroradiology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
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Fu Q, Chen D, Yan H, Chen J, Zhu J, Yan L, Xu Y, Deng L, Men K, Dai J. Treatment planning of volumetric modulated arc therapy and positioning optimization for hippocampal-avoidance prophylactic cranial irradiation. J Appl Clin Med Phys 2021; 22:15-23. [PMID: 33829650 PMCID: PMC8130238 DOI: 10.1002/acm2.13217] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Revised: 01/05/2021] [Accepted: 02/15/2021] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND Hippocampal-avoidance prophylactic cranial irradiation (HA-PCI) offers potential neurocognitive benefits but raises technical challenges to treatment planning. This study aims to improve the conventional planning method using volumetric modulated arc therapy (VMAT) technique and investigate a better patient's head positioning to achieve a high quality of HA-PCI treatment plans. METHODS The improved planning method set a wide expansion of hippocampus as a special region for dose decline. The whole brain target was divided into two parts according to whether the slice included hippocampus and their optimization objectives were set separately. Four coplanar full arcs with partial field sizes were employed to deliver radiation dose to different parts of the target. The collimator angle for all arcs was 90°. Tilting patient's head was achieved by rotating CT images. The improved planning method and tilted head positioning were verified using datasets from 16 patients previously treated with HA-PCI using helical tomotherapy (HT). RESULTS For the improved VMAT plans, the max and mean doses to hippocampus were 7.88 Gy and 6.32 Gy, respectively, significantly lower than those for the conventional VMAT plans (P < 0.001). Meanwhile, the improved planning method significantly improved the plan quality. Compared to the HT plans, the improved VMAT plans result in similar mean dose to hippocampus (P > 0.1) but lower max dose (P < 0.02). Besides, the target coverage was the highest for the improved VMAT plans. The tilted head positioning further reduced the max and mean doses to hippocampus (P < 0.05), significantly decreased the max dose to lens (P < 0.001) and resulted in higher plan quality as compared to nontilted head positioning. CONCLUSIONS The improved planning method enables the VMAT plans to meet the clinical requirements of HA-PCI treatment with high plan quality and convenience. The tilted head positioning provides superior dosimetric advantages over the nontilted head positioning, which is recommended for clinical application.
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Affiliation(s)
- Qi Fu
- Department of Radiation OncologyNational Cancer Center/Cancer HospitalChinese Academy of Medical SciencePeking Union Medical CollegeBeijingChina
| | - Deqi Chen
- Department of Radiation OncologyNational Cancer Center/Cancer HospitalChinese Academy of Medical SciencePeking Union Medical CollegeBeijingChina
| | - Hui Yan
- Department of Radiation OncologyNational Cancer Center/Cancer HospitalChinese Academy of Medical SciencePeking Union Medical CollegeBeijingChina
| | - Jiayun Chen
- Department of Radiation OncologyNational Cancer Center/Cancer HospitalChinese Academy of Medical SciencePeking Union Medical CollegeBeijingChina
| | - Ji Zhu
- Department of Radiation OncologyNational Cancer Center/Cancer HospitalChinese Academy of Medical SciencePeking Union Medical CollegeBeijingChina
| | - Lingling Yan
- Department of Radiation OncologyNational Cancer Center/Cancer HospitalChinese Academy of Medical SciencePeking Union Medical CollegeBeijingChina
| | - Yingjie Xu
- Department of Radiation OncologyNational Cancer Center/Cancer HospitalChinese Academy of Medical SciencePeking Union Medical CollegeBeijingChina
| | - Lei Deng
- Department of Radiation OncologyNational Cancer Center/Cancer HospitalChinese Academy of Medical SciencePeking Union Medical CollegeBeijingChina
| | - Kuo Men
- Department of Radiation OncologyNational Cancer Center/Cancer HospitalChinese Academy of Medical SciencePeking Union Medical CollegeBeijingChina
| | - Jianrong Dai
- Department of Radiation OncologyNational Cancer Center/Cancer HospitalChinese Academy of Medical SciencePeking Union Medical CollegeBeijingChina
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Wu J, Liu J, Lin B, Lv R, Yuan Y, Tao X. Met-Targeted Dual-Modal MRI/NIR II Imaging for Specific Recognition of Head and Neck Squamous Cell Carcinoma. ACS Biomater Sci Eng 2021; 7:1640-1650. [DOI: 10.1021/acsbiomaterials.0c01807] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Jun Wu
- Department of Radiology, School of Medicine, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University, Shanghai 200011, China
| | - Jun Liu
- Engineering Research Center of Molecular and Neuro Imaging, Ministry of Education, School of Life Science and Technology, Xidian University, Xi’an, Shanxi 710071, China
| | - Bi Lin
- Engineering Research Center of Molecular and Neuro Imaging, Ministry of Education, School of Life Science and Technology, Xidian University, Xi’an, Shanxi 710071, China
| | - Ruichan Lv
- Engineering Research Center of Molecular and Neuro Imaging, Ministry of Education, School of Life Science and Technology, Xidian University, Xi’an, Shanxi 710071, China
| | - Ying Yuan
- Department of Radiology, School of Medicine, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University, Shanghai 200011, China
| | - Xiaofeng Tao
- Department of Radiology, School of Medicine, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University, Shanghai 200011, China
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13
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Nielsen M, Kristiansen C, Schytte T, Hansen O. Initial experiences with hippocampus-sparing whole-brain radiotherapy for lung cancer patients. Acta Oncol 2019; 58:1540-1542. [PMID: 31303085 DOI: 10.1080/0284186x.2019.1632479] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- M. Nielsen
- Laboratory of Radiation Physics, Odense University Hospital, Odense, Denmark
| | - C. Kristiansen
- Department of Oncology, Odense University Hospital, Odense, Denmark
| | - T. Schytte
- Department of Oncology, Odense University Hospital, Odense, Denmark
- Institute of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - O. Hansen
- Department of Oncology, Odense University Hospital, Odense, Denmark
- Institute of Clinical Research, University of Southern Denmark, Odense, Denmark
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