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Kathpalia M, Mishra P, Majid A, Khan MA, Sharma A, Bhurani D, Nidhi. Attenuated adiponectin, omentin, increased interleukin-6 and tumor necrosis factor-alpha levels with altered cognition and depression in non-Hodgkin lymphoma patients: A case-control study. J Neuroimmunol 2024; 392:578372. [PMID: 38788317 DOI: 10.1016/j.jneuroim.2024.578372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 04/24/2024] [Accepted: 05/14/2024] [Indexed: 05/26/2024]
Abstract
BACKGROUND AND PURPOSE Immune dysfunction is one of the risk factors which plays an important role in the development of non-Hodgkin lymphoma (NHL), and inflammation may be involved in its etiology. Minimal data is available on the effect of cytokine levels on neurobehavioral function in lymphoma before the initiation of chemotherapy. Therefore, we aimed to explore the risk of NHL by assessment of cytokine and adipokine levels and their correlation with neurobehavioral changes. METHODS This case-control study enrolled 62 subjects (age-sex matched: 31 cases and 31 controls). Neurobehavioral assessment was done using Montreal Cognitive Assessment questionnaire (MoCA) and Patient Health Questionnaire (PHQ-9). EORTC Core Quality of Life questionnaire (EORTC QLQ-C30) was used to assess quality of life. Questionnaire assessment and sample collection were done after the patient enrolment and before first cycle of chemotherapy. RESULTS Mean age of NHL patients and healthy controls was 51.9 ± 11.8 and 50 ± 10.9 years, respectively. NHL patients showed significantly higher levels of IL-6 (0.77 ± 0.11) and TNF- α (1.47 ± 1.31) than controls (0.55 ± 0.4 and 0.66 ± 0.89, respectively) with p-value<0.005. Also, NHL patients showed significantly lower levels of adiponectin (0.31 ± 0.24) and omentin (0.46 ± 0.1) than controls (0.42 ± 0.13 and 0.53 ± 0.11, respectively) with p-value<0.005. Lower MoCA and EORTC QLQ C-30 scores and higher PHQ-9 scores were observed in NHL patients in comparison to healthy control. CONCLUSION Our results showed that adiponectin, omentin IL-6 and TNF-α may be used as pre-diagnostic markers of NHL risk. Neurobehavioral changes observed in NHL patients may alter the quality of life.
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Affiliation(s)
- Meghavi Kathpalia
- Department of Translational and Clinical Research, School of Chemical & Life Sciences, Jamia Hamdard, New Delhi, India
| | - Pinki Mishra
- Department of Translational and Clinical Research, School of Chemical & Life Sciences, Jamia Hamdard, New Delhi, India
| | - Afsha Majid
- Department of Translational and Clinical Research, School of Chemical & Life Sciences, Jamia Hamdard, New Delhi, India
| | - Mohd Ashif Khan
- Department of Translational and Clinical Research, School of Chemical & Life Sciences, Jamia Hamdard, New Delhi, India
| | - Anurag Sharma
- Department of Statistics, Ram Lal Anand College, University of Delhi, India
| | - Dinesh Bhurani
- Department of Haemato-oncology and BMT, Rajiv Gandhi Cancer Institute and Research Centre, New Delhi, India
| | - Nidhi
- Department of Translational and Clinical Research, School of Chemical & Life Sciences, Jamia Hamdard, New Delhi, India.
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Skurlova M, Holubova K, Kleteckova L, Kozak T, Kubova H, Horacek J, Vales K. Chemobrain in blood cancers: How chemotherapeutics interfere with the brain's structure and functionality, immune system, and metabolic functions. Med Res Rev 2024; 44:5-22. [PMID: 37265248 DOI: 10.1002/med.21977] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 03/28/2023] [Accepted: 04/30/2023] [Indexed: 06/03/2023]
Abstract
Cancer treatment brings about a phenomenon not fully clarified yet, termed chemobrain. Its strong negative impact on patients' well-being makes it a trending topic in current research, interconnecting many disciplines from clinical oncology to neuroscience. Clinical and animal studies have often reported elevated concentrations of proinflammatory cytokines in various types of blood cancers. This inflammatory burst could be the background for chemotherapy-induced cognitive deficit in patients with blood cancers. Cancer environment is a dynamic interacting system. The review puts into close relationship the inflammatory dysbalance and oxidative/nitrosative stress with disruption of the blood-brain barrier (BBB). The BBB breakdown leads to neuroinflammation, followed by neurotoxicity and neurodegeneration. High levels of intracellular reactive oxygen species (ROS) induce the progression of cancer resulting in increased mutagenesis, conversion of protooncogenes to oncogenes, and inactivation of tumor suppression genes to trigger cancer cell growth. These cell alterations may change brain functionality, as well as morphology. Multidrug chemotherapy is not without consequences to healthy tissue and could even be toxic. Specific treatment impacts brain function and morphology, functions of the immune system, and metabolism in a unique mixture. In general, a chemo-drug's effects on cognition in cancer are not direct and/or in-direct, usually a combination of effects is more probable. Last but not least, chemotherapy strongly impacts the immune system and could contribute to BBB disruption. This review points out inflammation as a possible mechanism of brain damage during blood cancers and discusses chemotherapy-induced cognitive impairment.
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Affiliation(s)
- M Skurlova
- Department of Experimental Psychopharmacology, National Institute of Mental Health, Klecany, Czech Republic
| | - K Holubova
- Department of Experimental Psychopharmacology, National Institute of Mental Health, Klecany, Czech Republic
| | - L Kleteckova
- Department of Experimental Psychopharmacology, National Institute of Mental Health, Klecany, Czech Republic
| | - T Kozak
- Department of Developmental Epileptology, Institute of Physiology, Czech Academy of Sciences, Prague, Czech Republic
| | - H Kubova
- Department of Internal Medicine and Hematology, Faculty Hospital Kralovske Vinohrady and Third Faculty of Medicine, Charles University in Prague, Prague, Czech Republic
| | - J Horacek
- Department of Experimental Psychopharmacology, National Institute of Mental Health, Klecany, Czech Republic
| | - K Vales
- Department of Experimental Psychopharmacology, National Institute of Mental Health, Klecany, Czech Republic
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Yao S, Li W, Liu S, Cai Y, Zhang Q, Tang L, Yu S, Jing Y, Yin X, Cheng H. Aldehyde dehydrogenase 2 polymorphism is associated with chemotherapy-related cognitive impairment in patients with breast cancer who receive chemotherapy. Cancer Med 2023; 12:5209-5221. [PMID: 36200595 PMCID: PMC10028021 DOI: 10.1002/cam4.5319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 09/07/2022] [Accepted: 09/21/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Chemotherapy-related cognitive impairment (CRCI) is a common but easily overlooked condition that markedly affects the quality of life (QOL) of patients with breast cancer. The rs671 is a common gene polymorphism of aldehyde dehydrogenase 2 (ALDH2) in Asia that is involved in aldehyde metabolism and may be closely related to CRCI. However, no study has yet summarised the association between ALDH2 and CRCI. METHODS This study enrolled one hundred and twenty-four patients diagnosed with breast cancer according to the pathology results, genotyped for ALDH2 single-nucleotide polymorphisms (SNP) to explore these. The mini-mental state exam (MMSE), verbal fluency test (VFT), and digit span test (DST) results were compared in these patients before and after chemotherapy (CT). RESULTS We found that patients with ALDH2 gene genotypes of rs671_GG, rs886205_GG, rs4648328_CC, and rs4767944_TT polymorphisms were more likely to suffer from cognitive impairment during chemotherapy. A trend toward statistical significance was observed for rs671_GG of DST (z = 2.769, p = 0.006), VFT (t = 4.624, P<0.001); rs886205_GG of DST (z = 3.663, P<0.001); rs4648328_CC of DST (z = 2.850, p = 0.004), VFT (t = 3.477, p = 0.001); and rs4767944_TT of DST (z = 2.967, p = 0.003), VFT (t = 2.776, p = 0.008). The cognitive indicators of these patients significantly decreased after chemotherapy (p < 0.05). The difference in ALDH2 rs671 was most obvious. CONCLUSION Our results showed what kinds of ALDH2 genotyped patients that are more likely to develop CRCI. In the future, it may be possible to infer the risk of CRCI by detecting the single-nucleotide locus of ALDH2 that is conducive to strengthening clinical interventions for these patients and improving their QOL. More importantly, this study has important implications for Asian women with breast cancer as ALDH2 rs671 is a common polymorphism in Asians.
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Affiliation(s)
- Senbang Yao
- Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, Anhui, China
- Cancer and Cognition Laboratory, Anhui Medical University, Hefei, Anhui, China
| | - Wen Li
- Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, Anhui, China
- Cancer and Cognition Laboratory, Anhui Medical University, Hefei, Anhui, China
| | - Shaochun Liu
- Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, Anhui, China
- Cancer and Cognition Laboratory, Anhui Medical University, Hefei, Anhui, China
| | - Yinlian Cai
- Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, Anhui, China
- Cancer and Cognition Laboratory, Anhui Medical University, Hefei, Anhui, China
| | - Qianqian Zhang
- Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, Anhui, China
- Cancer and Cognition Laboratory, Anhui Medical University, Hefei, Anhui, China
| | - Lingxue Tang
- Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, Anhui, China
- Cancer and Cognition Laboratory, Anhui Medical University, Hefei, Anhui, China
| | - Sheng Yu
- Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, Anhui, China
- Cancer and Cognition Laboratory, Anhui Medical University, Hefei, Anhui, China
| | - Yanyan Jing
- Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, Anhui, China
- Cancer and Cognition Laboratory, Anhui Medical University, Hefei, Anhui, China
| | - Xiangxiang Yin
- Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, Anhui, China
- Cancer and Cognition Laboratory, Anhui Medical University, Hefei, Anhui, China
| | - Huaidong Cheng
- Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, Anhui, China
- Cancer and Cognition Laboratory, Anhui Medical University, Hefei, Anhui, China
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Chunchai T, Pintana H, Arinno A, Ongnok B, Pantiya P, Khuanjing T, Prathumsap N, Maneechote C, Chattipakorn N, Chattipakorn SC. Melatonin and metformin counteract cognitive dysfunction equally in male rats with doxorubicin-induced chemobrain. Neurotoxicology 2023; 94:158-171. [PMID: 36463981 DOI: 10.1016/j.neuro.2022.11.012] [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: 09/30/2022] [Revised: 11/29/2022] [Accepted: 11/29/2022] [Indexed: 12/05/2022]
Abstract
Melatonin (Mel) and metformin (Met) show beneficial effects in various brain pathologies. However, the effects of Mel and Met on doxorubicin (DOX)-induced chemobrain remain in need of elucidation. We aimed to investigate whether Mel and Met provide neuroprotective effects on glial dysmorphologies, brain inflammation, oxidative stress, brain mitochondrial dysfunction, apoptosis, necroptosis, neurogenesis, hippocampal dysplasticity, and cognitive dysfunction in rats with DOX-induced chemobrain. Thirty-two male Wistar rats were divided into 2 groups and received normal saline (NSS, as control, n = 8) or DOX (3 mg/kg/day; n = 24) by intraperitoneal (i.p.) injection on days 0, 4, 8, 15, 22, and 29. The DOX-treated group was divided into 3 subgroups receiving either vehicle (NSS; n = 8), Mel (10 mg/kg/day; n = 8), or Met (250 mg/kg/day; n = 8) by gavage for 30 consecutive days. Following this, cognitive function was assessed in all rats. The number of glial cells and their fluorescence intensity had decreased, while the glial morphology in DOX-treated rats showed a lower process complexity. Brain mitochondrial dysfunction, an increase in brain inflammation, oxidative stress, apoptosis and necroptosis, a decrease in the number of hippocampal dendritic spines and neurogenesis, and cognitive decline were also observed in DOX-treated rats. Mel and Met equally improved those brain pathologies, resulting in cognitive improvement in DOX-treated rats. In conclusion, concomitant treatment with either Mel or Met counteract DOX-induced chemobrain by preservation of glial morphology, brain inflammation, brain oxidative stress, brain mitochondrial function, hippocampal plasticity, and brain apoptosis. This study highlighted the role of the glia as key mediators in DOX-induced chemobrain.
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Affiliation(s)
- Titikorn Chunchai
- Neuroelectrophysiology Unit, Cardiac Electrophysiology Research and Training Center, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand; Center of Excellence in Cardiac Electrophysiology Research, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Hiranya Pintana
- Neuroelectrophysiology Unit, Cardiac Electrophysiology Research and Training Center, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand; Center of Excellence in Cardiac Electrophysiology Research, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Apiwan Arinno
- Neuroelectrophysiology Unit, Cardiac Electrophysiology Research and Training Center, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand; Center of Excellence in Cardiac Electrophysiology Research, Chiang Mai University, Chiang Mai 50200, Thailand; Cardiac Electrophysiology Unit, Department of Physiology, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Benjamin Ongnok
- Neuroelectrophysiology Unit, Cardiac Electrophysiology Research and Training Center, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand; Center of Excellence in Cardiac Electrophysiology Research, Chiang Mai University, Chiang Mai 50200, Thailand; Cardiac Electrophysiology Unit, Department of Physiology, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Patcharapong Pantiya
- Neuroelectrophysiology Unit, Cardiac Electrophysiology Research and Training Center, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand; Center of Excellence in Cardiac Electrophysiology Research, Chiang Mai University, Chiang Mai 50200, Thailand; Cardiac Electrophysiology Unit, Department of Physiology, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Thawatchai Khuanjing
- Neuroelectrophysiology Unit, Cardiac Electrophysiology Research and Training Center, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand; Center of Excellence in Cardiac Electrophysiology Research, Chiang Mai University, Chiang Mai 50200, Thailand; Cardiac Electrophysiology Unit, Department of Physiology, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Nanthip Prathumsap
- Neuroelectrophysiology Unit, Cardiac Electrophysiology Research and Training Center, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand; Center of Excellence in Cardiac Electrophysiology Research, Chiang Mai University, Chiang Mai 50200, Thailand; Cardiac Electrophysiology Unit, Department of Physiology, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Chayodom Maneechote
- Neuroelectrophysiology Unit, Cardiac Electrophysiology Research and Training Center, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand; Center of Excellence in Cardiac Electrophysiology Research, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Nipon Chattipakorn
- Neuroelectrophysiology Unit, Cardiac Electrophysiology Research and Training Center, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand; Center of Excellence in Cardiac Electrophysiology Research, Chiang Mai University, Chiang Mai 50200, Thailand; Cardiac Electrophysiology Unit, Department of Physiology, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Siriporn C Chattipakorn
- Neuroelectrophysiology Unit, Cardiac Electrophysiology Research and Training Center, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand; Center of Excellence in Cardiac Electrophysiology Research, Chiang Mai University, Chiang Mai 50200, Thailand; Department of Oral Biology and Diagnostic Sciences, Faculty of Dentistry, Chiang Mai University, Chiang Mai 50200, Thailand.
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Saita K, Amano S, Kaneko F, Okamura H. A scoping review of cognitive assessment tools and domains for chemotherapy-induced cognitive impairments in cancer survivors. Front Hum Neurosci 2023; 17:1063674. [PMID: 36891148 PMCID: PMC9987518 DOI: 10.3389/fnhum.2023.1063674] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Accepted: 01/30/2023] [Indexed: 02/22/2023] Open
Abstract
Backgrounds Cancer survivors suffer from specific symptoms known as chemotherapy-induced cognitive impairments (CICIs). CICIs are difficult to capture with existing assessments such as the brief screening test for dementia. Although recommended neuropsychological tests (NPTs) exist, international consensus and shared cognitive domains of assessment tools are unknown. The aim of this scoping review was as follows: (1) to identify studies that assess CICIs in cancer survivors; (2) to identify shared cognitive assessment tools and domains by mapping the domains reported in studies using the International Classification of Functioning, Disability and Health (ICF) framework. Methods The study followed the recommendations made by the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews. We searched the following three databases through October 2021: PubMed, CINAHL, and Web of Science. Prospective longitudinal or cross-sectional studies were selected to determine CICI-specific assessment tools for adult cancer survivors. Results Sixty-four prospective studies (36 longitudinal studies and 28 cross-sectional studies) were included after checking for eligibility. The NPTs were divided into seven main cognitive domains. The specific mental functions were often used in the order of memory, attention, higher-level cognitive functions, and psychomotor functions. Perceptual functions were used less frequently. In some ICF domains, shared NPTs were not clearly identified. In some different domains, the same NPTs were used, such as the trail making test and the verbal fluency test. When the association between the publishing year and the amount of NPT use was examined, it was found that the amount of tool use tended to decline over the publication years. The Functional Assessment of Cancer Therapy-Cognitive function (FACT-Cog) was a shared consensus tool among the patient-reported outcomes (PROs). Conclusion Chemotherapy-induced cognitive impairments are currently gaining interest. Shared ICF domains such as memory and attention were identified for NPTs. There was a gap between the publicly recommended tools and the tools actually used in the studies. For PROs, a clearly shared tool, FACT-Cog, was identified. Mapping the domains reported in studies using the ICF can help in the process of reviewing consensus on which NPTs may be used to target cognitive domains. Systematic review registration https://center6.umin.ac.jp/cgi-open-bin/ctr/ctr_view.cgi?recptno=R000053710, identifier UMIN000047104.
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Affiliation(s)
- Kazuya Saita
- Department of Psychosocial Rehabilitation, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Satoru Amano
- Department of Rehabilitation, School of Allied Health Sciences, Kitasato University, Sagamihara, Kanagawa, Japan
| | - Fumiko Kaneko
- Department of Psychosocial Rehabilitation, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Hitoshi Okamura
- Department of Psychosocial Rehabilitation, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
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Zhu H, Li F, Chang Y, Sun Y, Wang N, Wang R. Evaluation of the Effects of R-CHOP Chemotherapy on Brain Glucose Metabolism in Patients with Diffuse Large B Cell Lymphoma: A Baseline, Interim, and End-of-Treatment PET/CT Study. Tomography 2022; 8:2565-2573. [PMID: 36287813 PMCID: PMC9607544 DOI: 10.3390/tomography8050214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 10/07/2022] [Accepted: 10/08/2022] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND To investigate the effect of rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisone (R-CHOP) chemotherapy on brain glucose metabolism in patients with diffuse large B cell lymphoma (DLBCL). METHODS Seventy-two patients with newly diagnosed DLBCL underwent FDG PET/CT brain and whole-body scans at baseline (PET0), in the interim of chemotherapy (PET2), and at the end (PET6) of chemotherapy. All three brain scans of each patient were analyzed using statistical parametric mapping software. RESULTS Compared with the PET0 scan, the PET2 and PET6 scans revealed a significantly higher glucose metabolism throughout the whole brain, with the PET6 scan revealing a higher metabolism than the PET2 scan. Patients with a complete response (CR) displayed decreased glucose metabolism in the lingual gyrus and increased glucose metabolism in the pons after chemotherapy compared with the findings in patients with partial responses or progressive disease. CONCLUSIONS Brain glucose metabolism was affected by R-CHOP treatment throughout the entire chemotherapy protocol.
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Affiliation(s)
- Haiyan Zhu
- Department of Hematology, The Fifth Medical Center, Beijing 100039, China
| | - Fei Li
- Department of Hematology, The Fifth Medical Center, Beijing 100039, China
| | - Yan Chang
- Department of Nuclear Medicine, The First Medical Center, Chinese PLA General Hospital, Beijing 100853, China
| | - Yabing Sun
- Department of Nuclear Medicine, The First Medical Center, Chinese PLA General Hospital, Beijing 100853, China
| | - Nan Wang
- Department of Hematology, The Fifth Medical Center, Beijing 100039, China
| | - Ruimin Wang
- Department of Nuclear Medicine, The First Medical Center, Chinese PLA General Hospital, Beijing 100853, China
- Correspondence: ; Tel.: +86-10-669-36793
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Oppegaard KR, Armstrong TS, Anguera JA, Kober KM, Debr LK, Laister RC, Saligan LN, Ayala AP, Kuruvilla J, Alm MW, Byker WH, Miaskowski C, Mayo SJ. Blood-Based Biomarkers of Cancer-Related Cognitive Impairment in Non-Central Nervous System Cancer: A Scoping Review. Crit Rev Oncol Hematol 2022; 180:103822. [PMID: 36152911 DOI: 10.1016/j.critrevonc.2022.103822] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 09/17/2022] [Accepted: 09/19/2022] [Indexed: 11/24/2022] Open
Abstract
This scoping review was designed to synthesize the extant literature on associations between subjective and/or objective measures of cancer-related cognitive impairment (CRCI) and blood-based biomarkers in adults with non-central nervous system cancers. The literature search was done for studies published from the start of each database searched (i.e., MEDLINE, Embase, PsycINFO, Cumulative Index to Nursing and Allied Health Literature, Cochrane Central Register of Controlled Trials, grey literature) through to October 20, 2021. A total of 95 studies are included in this review. Of note, a wide variety of biomarkers were evaluated. Most studies evaluated patients with breast cancer. A variety of cognitive assessment measures were used. The most consistent significant findings were with various subjective and objective measures of CRCI and levels of interleukin-6 and tumor necrosis factor. Overall, biomarker research is in an exploratory phase. However, this review synthesizes findings and proposes directions for future research.
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Affiliation(s)
- Kate R Oppegaard
- University of California San Francisco, School of Nursing, Department of Physiological Nursing, USA
| | - Terri S Armstrong
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, USA
| | - Joaquin A Anguera
- University of California San Francisco, Department of Neurology and Psychiatry, USA
| | - Kord M Kober
- University of California San Francisco, School of Nursing, Department of Physiological Nursing, USA
| | - Lynch Kelly Debr
- University of Florida, College of Nursing, USA; University of Florida Health Cancer Center, USA
| | - Rob C Laister
- Princess Margaret Health Center, University Health Network, Canada
| | - Leorey N Saligan
- Symptoms Biology Unit, Division of Intramural Research, National Institutes of Health, USA
| | | | - John Kuruvilla
- Princess Margaret Health Center, University Health Network, Canada
| | - Mark W Alm
- Toronto General Hospital, University Health Network, Canada
| | | | - Christine Miaskowski
- University of California San Francisco, School of Medicine, Department of Anesthesia and Perioperative Care, USA
| | - Samantha J Mayo
- Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Canada.
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Bülbül O, Göksel S, Nak D. Changes in glucose metabolism of the brain after immunochemotherapy in patients with diffuse large B-Cell lymphoma on fluorodeoxyglucose positron emission tomography/computed tomography. JOURNAL OF RADIATION AND CANCER RESEARCH 2022. [DOI: 10.4103/jrcr.jrcr_37_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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Juan Z, Chen J, Ding B, Yongping L, Liu K, Wang L, Le Y, Liao Q, Shi J, Huang J, Wu Y, Ma D, Ouyang W, Tong J. Probiotic supplement attenuates chemotherapy-related cognitive impairment in patients with breast cancer: a randomised, double-blind, and placebo-controlled trial. Eur J Cancer 2021; 161:10-22. [PMID: 34896904 DOI: 10.1016/j.ejca.2021.11.006] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2021] [Revised: 11/03/2021] [Accepted: 11/08/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND Chemotherapy-related cognitive impairment (CRCI) is highly prevalent in patients with cancer and is associated with poor outcomes and quality of life. To date, the management of CRCI remains a clinical challenge. Herein, we aim to determine the preventive effects of probiotics on CRCI development and underlying mechanisms. METHODS We conducted a randomised, double-blind and placebo-controlled trial (ChiCTR-INQ-17014181) of 159 patients with breast cancer and further investigated the underlying mechanism in a pre-clinical setting. From 2018 to 2019, patients with breast cancer (Stage I-III) who needed adjuvant chemotherapy were screened, enrolled and randomly assigned to receive either probiotics or placebo (three capsules, twice/day) during chemotherapy. Their cognition, anxiety and depression were assessed with well-established assays; their plasma biomarkers, metabolites and faecal microbiota compositions were measured. In addition, the systemic effects of the metabolites found in the clinical trial on long-term potentiation, synapse injury, oxidative stress and glial activation were assessed in rats. RESULTS Probiotics supplement significantly decreased the incidence of CRCI, improved the allover cognitive functions, changed the gut microbial composition and modulated nine plasma metabolite changes. Among these metabolites, p-Mentha-1,8-dien-7-ol, Linoelaidyl carnitine and 1-aminocyclopropane-1-carboxylic acid were negatively correlated with the occurrence of CRCI. Furthermore, probiotics supplement increased plasma p-Mentha-1,8-dien-7-ol in rats. Administration of exogenous p-Mentha-1,8-dien-7-ol significantly alleviated chemotherapy-induced long-term potentiation impairment, synapse injury, oxidative stress and glial activation in the hippocampus of rats. CONCLUSION Our data indicated that probiotics supplement prevents the occurrence of CRCI in patients with breast cancer via modulating plasma metabolites, including p-Mentha-1,8-dien-7-ol. TRIAL REGISTRATION Chinese Clinical Trial Registry (ChiCTR-INQ-17014181) [http://www.chictr.org.cn/showproj.aspx?proj=24294].
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Affiliation(s)
- Zhang Juan
- Department of Anesthesiology, Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, PR China; Hunan Province Key Laboratory of Brain Homeostasis, Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, PR China
| | - Jie Chen
- Center for Experimental Medicine, Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, PR China; Department of Anatomy and Neurobiology, School of Basic Medical Sciences, Central South University, Changsha, Hunan, 410013, PR China
| | - Boni Ding
- Department of Breast and Thyroid Surgery, Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, PR China
| | - Liang Yongping
- Department of Medical Imaging (Ultrasound), Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, PR China
| | - Kai Liu
- Department of Anesthesiology, Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, PR China; Hunan Province Key Laboratory of Brain Homeostasis, Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, PR China
| | - Ling Wang
- Department of Breast and Thyroid Surgery, Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, PR China
| | - Yuan Le
- Department of Anesthesiology, Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, PR China; Hunan Province Key Laboratory of Brain Homeostasis, Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, PR China
| | - Qin Liao
- Department of Anesthesiology, Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, PR China; Hunan Province Key Laboratory of Brain Homeostasis, Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, PR China
| | - Jingcheng Shi
- Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Changsha, Hunan, 410078, PR China
| | - Jufang Huang
- Department of Anatomy and Neurobiology, School of Basic Medical Sciences, Central South University, Changsha, Hunan, 410013, PR China
| | - Yuhui Wu
- Department of Breast Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, PR China
| | - Daqing Ma
- Division of Anaesthetics, Pain Medicine and Intensive Care, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Chelsea and Westminster Hospital, London, UK
| | - Wen Ouyang
- Department of Anesthesiology, Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, PR China; Hunan Province Key Laboratory of Brain Homeostasis, Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, PR China.
| | - Jianbin Tong
- Department of Anesthesiology, Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, PR China; Hunan Province Key Laboratory of Brain Homeostasis, Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, PR China.
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Cancer-Related Cognitive Impairment or “Chemobrain:” Emerging Assessments, Treatments, and Targets for Intervention. CURRENT PHYSICAL MEDICINE AND REHABILITATION REPORTS 2021. [DOI: 10.1007/s40141-021-00319-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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11
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Janelsins MC, Mohamed M, Peppone LJ, Magnuson A, Belcher EK, Melnik M, Dakhil S, Geer J, Kamen C, Minasian L, Reagan PM, Mohile SG, Morrow GR, Ahles TA, Heckler CE. Longitudinal Changes in Cognitive Function in a Nationwide Cohort Study of Patients With Lymphoma Treated With Chemotherapy. J Natl Cancer Inst 2021; 114:47-59. [PMID: 34255086 PMCID: PMC8755506 DOI: 10.1093/jnci/djab133] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2020] [Revised: 04/29/2021] [Accepted: 07/12/2021] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Cancer-related cognitive decline (CRCD) is an important clinical problem, but limited research exists on assessment of cognitive function in patients with lymphoma. METHODS The overall objective of this nationwide, prospective, observational study conducted in the National Cancer Institute Community Clinical Oncology Research Program (NCORP) was to assess changes in memory, attention, and executive function in patients with lymphoma from pre- (A1) to postchemotherapy (A2) and to 6 months postchemotherapy (A3). Individuals without cancer served as noncancer controls, paired to patients by age and sex, and assessed at the same time-equivalent points. Longitudinal linear mixed models (LMM) including A1, A2, and A3 and adjusting for age, education, race, sex, cognitive reserve score, baseline anxiety, and depressive symptoms were fit. We assessed changes in patients compared with control participants without cancer and assessed differences in cognitive function in those patients with Hodgkin vs non-Hodgkin disease and by disease subtype. All statistical tests were 2-sided. RESULTS Patients with lymphoma (n = 248) and participants without cancer serving as controls (n = 212) were recruited from 19 NCORP sites. From pre- to postchemotherapy and from prechemotherapy to 6 months follow-up, patients reported more cognitive problems over time compared with controls (Functional Assessment of Cancer-Therapy-Cognitive Function [FACT-Cog] perceived cognitive impairment effect size (ES) = 0.83 and 0.84 for A1 to A2 and A1 to A3, respectively; P < .001; single-item cognitive symptoms ES range = 0.55 to 0.70 inclusive of A1 to A2 and A1 to A3; P < .001); the complaints were more pronounced in women with lymphoma compared with men with lymphoma (FACT-Cog Perceived Cognitive Impairment (PCI) score group-by-time-by-sex interaction, P = .007). Patients with lymphoma also performed statistically significantly less well on tests of verbal memory and delayed recall, attention and executive function, and telephone-based category fluency. CONCLUSION Patients with lymphoma experience worse patient-reported and objectively assessed cognitive function from prechemotherapy to 6-month follow-up compared with age- and sex-paired controls without cancer assessed at similar time intervals.
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Affiliation(s)
- Michelle C Janelsins
- University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, NY, USA,Correspondence to: Michelle C. Janelsins, PhD, MPH, University of Rochester Medical Center, James P. Wilmot Cancer Institute, Associate Professor, Department of Surgery, Division of Supportive Care in Cancer, Associate Professor of Neuroscience, Oncology and Radiation Oncology, 265 Crittenden Blvd, CU 420658, Rochester, NY 14642, USA (e-mail: )
| | - Mostafa Mohamed
- University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, NY, USA
| | - Luke J Peppone
- University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, NY, USA
| | - Allison Magnuson
- University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, NY, USA
| | - Elizabeth K Belcher
- University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, NY, USA
| | - Marianne Melnik
- Cancer Research Consortium of West Michigan NCI Community Oncology Research Program, Grand Rapids, MI, USA
| | - Shaker Dakhil
- Wichita NCI Community Oncology Research Program, Wichita, KS, USA
| | - Jodi Geer
- Metro Minnesota Community Oncology Research Program, Saint Louis Park, MN, USA
| | - Charles Kamen
- University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, NY, USA
| | | | - Patrick M Reagan
- University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, NY, USA
| | - Supriya G Mohile
- University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, NY, USA
| | - Gary R Morrow
- University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, NY, USA
| | - Tim A Ahles
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Charles E Heckler
- University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, NY, USA
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Mounier NM, Abdel-Maged AES, Wahdan SA, Gad AM, Azab SS. Chemotherapy-induced cognitive impairment (CICI): An overview of etiology and pathogenesis. Life Sci 2020. [DOI: https://doi.org/10.1016/j.lfs.2020.118071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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13
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Chemotherapy-induced cognitive impairment (CICI): An overview of etiology and pathogenesis. Life Sci 2020; 258:118071. [PMID: 32673664 DOI: 10.1016/j.lfs.2020.118071] [Citation(s) in RCA: 65] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Revised: 06/26/2020] [Accepted: 07/06/2020] [Indexed: 02/08/2023]
Abstract
Many cancer patients treated with chemotherapy develop chemotherapy-induced cognitive impairment (CICI), often referred to as chemo-brain, which manifest during or post-treatment with variable degrees, onset and duration thereby affecting the patients' quality of life. Several chemotherapeutic agents have been studied to determine its possible association with cognitive impairment and to fully comprehend their contribution to CICI. A vast number of studies have emerged proposing several candidate underlying mechanisms and etiologies contributing to CICI such as direct neurotoxicity, BBB disruption, decreased hippocampal neurogenesis, white matter abnormalities, secondary neuro-inflammatory response and increased oxidative stress; however, the exact underlying mechanisms are still not well defined. This review summarizes CICI associated with most commonly used chemotherapeutic agents with emphasizes the possible underlying pathogenesis in both animal and clinical studies.
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Anderson DE, Kedar S, Bhatt VR, Schmid K, Holstein SA, Rizzo M. Neurophysiologic and ophthalmic markers of chemotherapy-related cognitive impairment in patients diagnosed with hematologic cancer: A feasibility study. J Neurol Sci 2020; 410:116644. [PMID: 31901718 PMCID: PMC7043069 DOI: 10.1016/j.jns.2019.116644] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Revised: 12/20/2019] [Accepted: 12/21/2019] [Indexed: 11/29/2022]
Abstract
BACKGROUND Biomarkers of chemotherapy-related cognitive impairment (CRCI) in hematologic cancer are understudied and underdeveloped. We evaluated the feasibility of using ophthalmic and neurophysiologic markers to assess CRCI in hematologic cancer. METHODS Hematologic cancer patients either receiving (Ctx+) or not receiving (Ctx-) chemotherapy were recruited from a tertiary medical center. Demographically-matched healthy controls (HC) were also recruited. Ctx+ participants completed the following study visits: (1) after diagnosis but prior to chemotherapy (baseline); (2) after one treatment cycle (one-month post-baseline); and (3) after three treatment cycles (three-months post-baseline). Comparison subjects completed assessments at similar intervals. Participants completed: (1) neuropsychological assessments of attention and executive function; (2) neurophysiologic assessments of control over spatial attention and working memory; and (3) ophthalmic assessments of contrast sensitivity and optical coherence tomography (OCT). RESULTS We enrolled 45 participants (15 per group), and 30 participants (Ctx+ = 8; Ctx- = 10; HC = 12) completed all study visits. Ctx+ participants performed worse than HC participants on neuropsychological measures of attention and executive function. Both Ctx+ and Ctx- participants showed changes in neurophysiologic measures of control over spatial attention that differed from HC participants. Ctx+ participants showed chemotherapy-related declines in contrast sensitivity that were predicted by OCT retinal nerve fiber layer thickness (RNFL) changes. Changes in neurophysiologic measures of control over spatial attention were also predicted by OCT RNFL changes. CONCLUSION We demonstrated the feasibility of using ophthalmic and neurophysiologic markers as rapid and non-invasive measures that may be useful for tracking CRCI in hematologic cancer.
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Affiliation(s)
- David E Anderson
- Department of Neurological Sciences, College of Medicine, University of Nebraska Medical Center (UNMC), USA; Fred & Pamela Buffett Cancer Center, UNMC, USA; Department of Ophthalmology & Visual Sciences, UNMC, USA; Stanley M. Truhlsen Eye Institute, USA.
| | - Sachin Kedar
- Department of Neurological Sciences, College of Medicine, University of Nebraska Medical Center (UNMC), USA; Department of Ophthalmology & Visual Sciences, UNMC, USA; Stanley M. Truhlsen Eye Institute, USA
| | - Vijaya R Bhatt
- Fred & Pamela Buffett Cancer Center, UNMC, USA; Division of Oncology & Hematology, Department of Internal Medicine, UNMC, USA
| | - Kendra Schmid
- Department of Biostatistics, College of Public Health, UNMC, USA
| | - Sarah A Holstein
- Fred & Pamela Buffett Cancer Center, UNMC, USA; Division of Oncology & Hematology, Department of Internal Medicine, UNMC, USA
| | - Matthew Rizzo
- Department of Neurological Sciences, College of Medicine, University of Nebraska Medical Center (UNMC), USA; Fred & Pamela Buffett Cancer Center, UNMC, USA
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Anderson DE, Bhatt VR, Schmid K, Holstein SA, Lunning M, Berger AM, Rizzo M. Neurophysiological evidence of impaired attention and working memory in untreated hematologic cancer patients. Clin Neurophysiol 2019; 130:1243-1252. [PMID: 31163369 DOI: 10.1016/j.clinph.2019.04.714] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Revised: 03/27/2019] [Accepted: 04/15/2019] [Indexed: 11/25/2022]
Abstract
OBJECTIVE Neuroimaging studies of hematologic cancer patients report altered activity in dorsal attention and central executive networks. To determine the consequences of these altered brain networks, we evaluated neurophysiological correlates of attention and working memory in hematologic cancer patients prior to initiating treatment. METHODS Hematologic cancer patients (19-80 years) were excluded for premorbid cognitive impairment, prior non-hematologic cancer diagnosis, and prior chemotherapy. Attention was manipulated by presenting an irrelevant spatial cue prior to visual search displays. Working memory was manipulated by presenting irrelevant distractors within memory displays. Electroencephalogram was recorded during task performance. RESULTS Patients (n = 28) and controls (n = 15) were balanced on age, gender, and education. Spatial cues evoked larger N2pc amplitudes, a correlate of spatial attention, in patients than controls (p < .05; Cohen's d > 0.7). Memory distractors evoked larger contralateral delay activity amplitudes, a correlate of working memory load, in patients (p = .028; Cohen's d = 1.1) but not controls (p = .64). CONCLUSIONS Prior to initiating treatment, hematologic cancer patients demonstrated poor control over spatial attention and working memory, consistent with altered dorsal attention and central executive network activity. SIGNIFICANCE Hematologic cancer patients may be at a higher risk for selecting, processing, and storing distracting information that would compete with more immediate goal-related behaviors.
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Affiliation(s)
- D E Anderson
- Department of Neurological Sciences, College of Medicine, University of Nebraska Medical Center (UNMC), United States; Fred & Pamela Buffett Cancer Center, UNMC, United States; Department of Ophthalmology & Visual Science, College of Medicine, UNMC, United States.
| | - V R Bhatt
- Fred & Pamela Buffett Cancer Center, UNMC, United States; Division of Oncology & Hematology, Department of Internal Medicine, UNMC, United States
| | - K Schmid
- Department of Biostatistics, College of Public Health, UNMC, United States
| | - S A Holstein
- Fred & Pamela Buffett Cancer Center, UNMC, United States; Division of Oncology & Hematology, Department of Internal Medicine, UNMC, United States
| | - M Lunning
- Fred & Pamela Buffett Cancer Center, UNMC, United States; Division of Oncology & Hematology, Department of Internal Medicine, UNMC, United States
| | - A M Berger
- Fred & Pamela Buffett Cancer Center, UNMC, United States; College of Nursing, UNMC, United States
| | - M Rizzo
- Department of Neurological Sciences, College of Medicine, University of Nebraska Medical Center (UNMC), United States; Fred & Pamela Buffett Cancer Center, UNMC, United States
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Zhong W, Xu X, Zhu Z, Yang L, Du H, Xia Z, Yuan Z, Xiong H, Du Q, Wei Y, Li Q. Increased interleukin-17A levels promote rituximab resistance by suppressing p53 expression and predict an unfavorable prognosis in patients with diffuse large B cell lymphoma. Int J Oncol 2018; 52:1528-1538. [PMID: 29512700 PMCID: PMC5873833 DOI: 10.3892/ijo.2018.4299] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2017] [Accepted: 02/23/2018] [Indexed: 12/12/2022] Open
Abstract
Rituximab resistance has become increasingly common in patients with diffuse large B cell lymphoma (DLBCL). However, the mechanisms involved remain unclear. In this study, we aimed to examine the effect of rituximab on interleukin (IL)-17A and to investigate the role of IL-17A in rituximab resistance and its prognostic value in patients with DLBCL. Our retrospective analysis revealed that rituximab increased IL-6 expression levels in patients with DLBCL, and the increased IL-6 levels in turn induced the differentiation of Th17 and IL-17+Foxp3+ Treg cells, which secreted IL-17A both in vivo and in vitro. We then examined the effects of IL-17A on the apoptosis and proliferation of, and p53 expression in DLBCL cells, and found that IL-17A prevented rituximab-induced apoptosis and promoted the proliferation of DLBCL cells by suppressing p53 expression in vitro. The survival data of 73 patients with DLBCL suggested that high peripheral blood levels of IL-17A predicted an unfavorable survival. On the whole, our data indicate that rituximab promotes Th17 and IL-17+Foxp3+ Treg cells to secrete IL-17A, which in turn promotes rituximab resistance, partially by suppressing p53 expression and inhibiting rituximab-induced DLBCL cell apoptosis. IL-17A may thus prove to be a useful prognostic marker in patients with DLBCL.
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Affiliation(s)
- Weijie Zhong
- The First Affiliated Hospital, Jinan University, Guangzhou, Guangdong 510630, P.R. China
| | - Xin Xu
- Department of Geriatrics, Hematology and Oncology Ward, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong 510180, P.R. China
| | - Zhigang Zhu
- Department of Geriatrics, Hematology and Oncology Ward, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong 510180, P.R. China
| | - Li Yang
- Department of Hematology, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong 510180, P.R. China
| | - Hong Du
- Department of Pathology, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong 510180, P.R. China
| | - Zhongjun Xia
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Department of Hematological Oncology, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong 510060, P.R. China
| | - Zhaohu Yuan
- Department of Blood Transfusion, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong 510180, P.R. China
| | - Huabao Xiong
- Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029-5674, USA
| | - Qinghua Du
- Department of Hematology, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong 510180, P.R. China
| | - Yaming Wei
- The First Affiliated Hospital, Jinan University, Guangzhou, Guangdong 510630, P.R. China
| | - Qingshan Li
- The First Affiliated Hospital, Jinan University, Guangzhou, Guangdong 510630, P.R. China
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