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Goel S, Negassa A, Ghalib MH, Chaudhary I, Desai K, Shah U, Swami U, Cohen B, Maitra R, Mani S. Outcomes Among Racial and Ethnic Minority Patients With Advanced Cancers in Phase 1 Trials: A Meta-Analysis. JAMA Netw Open 2024; 7:e2421485. [PMID: 38990570 PMCID: PMC11240188 DOI: 10.1001/jamanetworkopen.2024.21485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2023] [Accepted: 05/10/2024] [Indexed: 07/12/2024] Open
Abstract
Importance Patients from racial and ethnic minority groups (eg, Asian, Hispanic, and non-Hispanic Black patients) have low representation in clinical trials, especially in phase 1 trials in cancer. These trials represent valuable options for patients with advanced cancer who experience disease progression with standard therapy. Objective To determine whether the benefit of enrollment to phase 1 cancer trials extends to Asian, Hispanic, and non-Hispanic Black patients as much as it does for non-Hispanic White patients. Data Sources Patient records at a single institution from January 1999 to December 2016 were reviewed. Treatment-related responses, toxic effects, and deaths were recorded. Study Selection All phase 1 studies were included. Data Extraction and Synthesis Data underwent independent extraction by multiple observers following the Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) reporting guideline. Main Outcomes and Measures The primary outcome was overall survival (OS), assessed using univariate and multivariable time-to-event analyses. Results A total of 738 patients (median [range], 60 [22-93] years; 467 [63.3] female) including 197 Hispanic patients (26.7%), 238 non-Hispanic Black patients (32.2%), and 282 non-Hispanic White patients (38.2%), were enrolled in 64 phase 1 trials, including 33 cytotoxic trials (51.5%), 21 biologic trials (32.8%), and 10 combined therapy trials (15.6%). The primary cancer diagnoses were colorectal (187 patients [25.3%]), ovarian (141 patients [19.1%]), lung (58 patients [7.9%]), uterine (49 patients [6.6%]), and breast (41 patients [5.6%]). Patients underwent a median (range) of 3 (0-13) therapies prior to trial enrollment. Among 558 patients evaluated for response, the clinical benefit rate (ie, stable disease plus response rates) was 49.1%, and the overall response rate was 6.5%. Grade 3 or 4 nonhematological toxic effects were observed in 27.8% (95% CI, 24.6%-31.3%) of patients and grade 3 or 4 hematological toxic effects were observed in 19.7% (95% CI, 17.0%-22.8%) of patients. The treatment-related mortality rate was 0.9% (95% CI, 0.4%-1.9%). Median OS was 9.6 (95% CI, 8.2-11.0) months among Hispanic patients, 8.3 (95% CI, 6.7-10.4) months among non-Hispanic Black patients, and 9.8 (95% CI, 8.5-11.4) months among non-Hispanic White patients (P = .13). In a multivariable analysis, age older than 60 years, Eastern Cooperative Oncology Group performance status score of 2 or greater, more than 2 metastatic sites, lactate dehydrogenase grade 1 or 2, grade 2 or greater low albumin, grade 1 or greater total bilirubin, and grade 2 or greater anemia were associated with worse prognosis, whereas leukocytosis greater than grade 1 was associated with better OS. Conclusions and Relevance In this meta-analysis assessing outcomes in phase 1 cancer trials among patients from racial and ethnic minority groups, Hispanic and non-Hispanic Black patients had benefits similar to those of non-Hispanic White patients.
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Affiliation(s)
- Sanjay Goel
- Department of Medical Oncology, Robert Wood Johnson Medical School, New Brunswick, New Jersey
- Rutgers Cancer Institute of New Jersey, New Brunswick
- Formerly at Montefiore Medical Center, Bronx, New York
- Formerly at Albert Einstein College of Medicine, Bronx, New York
| | - Abdissa Negassa
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
| | - Mohammad H. Ghalib
- Department of Medical Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick
| | - Imran Chaudhary
- Department of Medical Oncology, Montefiore Medical Center, Bronx, New York
| | - Kavita Desai
- Department of Medical Oncology, Montefiore Medical Center, Bronx, New York
| | - Umang Shah
- Department of Medical Oncology, Montefiore Medical Center, Bronx, New York
| | - Umang Swami
- Department of Medical Oncology, Montefiore Medical Center, Bronx, New York
| | - Bruce Cohen
- Department of Radiology, Albert Einstein College of Medicine, Bronx, New York
- Montefiore Medical Center, Bronx, New York
| | - Radhashree Maitra
- Montefiore Medical Center, Bronx, New York
- Department of Medical Oncology, Albert Einstein College of Medicine, Bronx, New York
| | - Sridhar Mani
- Montefiore Medical Center, Bronx, New York
- Department of Medical Oncology, Albert Einstein College of Medicine, Bronx, New York
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Shi ZL, Zhou GQ, Guo J, Yang XL, Yu C, Shen CL, Zhu XG. Identification of a Prognostic Colorectal Cancer Model Including LncRNA FOXP4-AS1 and LncRNA BBOX1-AS1 Based on Bioinformatics Analysis. Cancer Biother Radiopharm 2022; 37:893-906. [PMID: 33481661 PMCID: PMC9805880 DOI: 10.1089/cbr.2020.4242] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
Background: Knowledge about the prognostic role of long noncoding RNA (lncRNA) in colorectal cancer (CRC) is limited. Therefore, we constructed a lncRNA-related prognostic model based on data from the Gene Expression Omnibus (GEO) and The Cancer Genome Atlas (TCGA). Materials and Methods: CRC transcriptome and clinical data were downloaded from the GSE20916 dataset and the TCGA database, respectively. R software was used for data processing and analysis. The differential lncRNA expression within the two datasets was first screened, and then intersections were measured. Cox regression and the Kaplan-Meier method were used to evaluate the effects of various factors on prognosis. The area under the curve (AUC) of the receiver operating characteristic curve and a nomogram based on multivariate Cox analysis were used to estimate the prognostic value of the lncRNA-related model. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were applied to elucidate the significantly involved biological functions and pathways. Results: A total of 11 lncRNAs were crossed. The univariate Cox analysis screened out two lncRNAs, which were analyzed in the multivariate Cox analysis. A nomogram based on the two lncRNAs and other clinicopathological risk factors was constructed. The AUC of the nomogram was 0.56 at 3 years and 0.71 at 5 years. The 3-year nomogram model was compared with the ideal model, which showed that some indices of the 3-year model were consistent with the ideal model, suggesting that our model was highly accurate. The GO and KEGG enrichment analyses showed that positive regulation of secretion by cells, positive regulation of secretion, positive regulation of exocytosis, endocytosis, and the calcium signaling pathway were differentially enriched in the two-lncRNA-associated phenotype. Conclusions: A two-lncRNA prognostic model of CRC was constructed by bioinformatics analysis. The model had moderate prediction accuracy. LncRNA BBOX1-AS1 and lncRNA FOXP4-AS1 were identified as prognostic biomarkers.
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Affiliation(s)
- Zhi-Liang Shi
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China.,Department of Gastrointestinal Surgery, Changshu No. 2 Hospital, Suzhou, China
| | - Guo-Qiang Zhou
- Department of Gastrointestinal Surgery, Changshu No. 2 Hospital, Suzhou, China
| | - Jian Guo
- Department of Gastrointestinal Surgery, Changshu No. 2 Hospital, Suzhou, China
| | - Xiao-Ling Yang
- Department of Gastrointestinal Surgery, Changshu No. 2 Hospital, Suzhou, China
| | - Cheng Yu
- Department of Gastrointestinal Surgery, Changshu No. 2 Hospital, Suzhou, China
| | - Cheng-Long Shen
- Department of Gastrointestinal Surgery, Changshu No. 2 Hospital, Suzhou, China
| | - Xin-Guo Zhu
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China.,Address correspondence to: Xin-Guo Zhu; Department of General Surgery, The First Affiliated Hospital of Soochow University; 188 Shizi Street, Gusu District, Suzhou City, Suzhou 215006, Jiangsu Province, China
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Chihara D, Lin R, Flowers CR, Finnigan SR, Cordes LM, Fukuda Y, Huang EP, Rubinstein LV, Nastoupil LJ, Ivy SP, Doroshow JH, Takebe N. Early drug development in solid tumours: analysis of National Cancer Institute-sponsored phase 1 trials. Lancet 2022; 400:512-521. [PMID: 35964611 PMCID: PMC9477645 DOI: 10.1016/s0140-6736(22)01390-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Revised: 06/23/2022] [Accepted: 07/18/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND The low expectation of clinical benefit from phase 1 cancer therapeutics trials might negatively affect patient and physician participation, study reimbursement, and slow the progress of oncology research. Advances in cancer drug development, meanwhile, might have favourably improved treatment responses; however, little comprehensive data exist describing the response and toxicity associated with phase 1 trials across solid tumours. The aim of the study is to evaluate the trend of toxicity and response in phase 1 trials for solid tumours over time. METHODS We analysed patient-level data from the Cancer Therapy Evaluation Program of the National Cancer Institute-sponsored investigator-initiated phase 1 trials for solid tumours, from Jan 1, 2000, to May 31, 2019. We assessed risks of treatment-related death (grade 5 toxicity ratings possibly, probably, or definitely attributable to treatment), all on-treatment deaths (deaths during protocol treatment regardless of attribution), grade 3-4 toxicity, and proportion of overall response (complete response and partial response) and complete response rate in the study periods of 2000-05, 2006-12, and 2013-2019, and evaluated their trends over time. We also analysed cancer type-specific and investigational agent-specific response, and analysed the trend of response in each cancer type over time. Univariate associations of overall response rates with patients' baseline characteristics (age, sex, performance status, BMI, albumin concentration, and haemoglobin concentration), enrolment period, investigational agents, and trial design were assessed using risk ratio based on the modified Poisson regression model. FINDINGS We analysed 465 protocols that enrolled 13 847 patients using 261 agents. 144 (31%) trials used a monotherapy and 321 (69%) used combination therapies. The overall treatment-related death rate was 0·7% (95% CI 0·5-0·8) across all periods. Risks of treatment-related deaths did not change over time (p=0·52). All on-treatment death risk during the study period was 8·0% (95% CI 7·6-8·5). The most common grade 3-4 adverse events were haematological; grade 3-4 neutropenia occurred in 2336 (16·9%) of 13 847 patients, lymphopenia in 1230 (8·9%), anaemia in 894 (6·5%), and thrombocytopenia in 979 (7·1%). The overall response rate for all trials during the study period was 12·2% (95% CI 11·5-12·8; 1133 of 9325 patients) and complete response rate was 2·7% (2·4-3·0; 249 of 9325). Overall response increased from 9·6% (95% CI 8·7-10·6) in 2000-05 to 18·0% (15·7-20·5) in 2013-19, and complete response rates from 2·5% (2·0-3·0) to 4·3% (3·2-5·7). Overall response rates for combination therapy were substantially higher than for monotherapy (15·8% [15·0-16·8] vs 3·5% [2·8-4·2]). The overall response by class of agents differed across diseases. Anti-angiogenesis agents were associated with higher overall response rate for bladder, colon, kidney and ovarian cancer. DNA repair inhibitors were associated with higher overall response rate in ovarian and pancreatic cancer. The rates of overall response over time differed markedly by disease; there were notable improvements in bladder, breast, and kidney cancer and melanoma, but no change in the low response of pancreatic and colon cancer. INTERPRETATION During the past 20 years, the response rate in phase 1 trials nearly doubled without an increase in the treatment-related death rate. However, there is significant heterogeneity in overall response by various factors such as cancer type, investigational agent, and trial design. Therefore, informed decision making is crucial for patients before participating in phase 1 trials. This study provides updated encouraging outcomes of modern phase 1 trials in solid tumours. FUNDING National Cancer Institute.
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Affiliation(s)
- Dai Chihara
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Medical Oncology Service, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
| | - Ruitao Lin
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Christopher R Flowers
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Shanda R Finnigan
- Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Lisa M Cordes
- Genitourinary Malignancies Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Yoko Fukuda
- Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Erich P Huang
- Biometric Research Program, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Larry V Rubinstein
- Biometric Research Program, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Loretta J Nastoupil
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - S Percy Ivy
- Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - James H Doroshow
- Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Naoko Takebe
- Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
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Tanaka K, Taoda A, Kashiwagi H. The associations between nutritional status, physical function and skeletal muscle mass of geriatric patients with colorectal cancer. Clin Nutr ESPEN 2021; 41:318-324. [PMID: 33487284 DOI: 10.1016/j.clnesp.2020.11.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2020] [Revised: 11/08/2020] [Accepted: 11/10/2020] [Indexed: 12/23/2022]
Abstract
BACKGROUND & AIMS Nutritional status is associated with physical function and body composition. However, these relationships in patients with colorectal cancer remain poorly understood. This study aimed to investigate the association between nutritional status, physical function, and skeletal muscle mass in geriatric patients with colorectal cancer. METHODS Preoperative patients diagnosed with colorectal cancer were recruited for this cross-sectional observational study. The correlations were calculated using Spearman's rank correlation coefficient, and the intergroup differences in physical function and skeletal muscle mass between categories according to nutritional assessment were analyzed using the Mann-Whitney U test or Kruskal-Wallis test. RESULTS We recruited 127 patients (median age 71.0 years). Hand grip strength was correlated with geriatric nutritional risk index (GNRI) (male: p = 0.033; female: p = 0.014), albumin (male: p = 0.014; female: p = 0.003), and controlling nutritional status (CONUT) score (male: p = 0.004; female: p = 0.011) in both gender, and correlated with body mass index (BMI) (p = 0.027) in male patients. Psoas volume index (PVI) was positively correlated with BMI (male: p = 0.005; female: p < 0.001). In addition, intergroup comparisons for categories according to BMI showed PVI was significantly lower in the malnutrition category (male: p = 0.017; female: p < 0.001). Albumin and CONUT score were correlated with five-times sit-to-stand test (male: p = 0.011; female: p = 0.049, male: p = 0.031; female: p = 0.012, respectively) and short physical performance battery (male: p = 0.065; female: p = 0.028, male: p = 0.002; female: p = 0.006, respectively). Moreover, patients in lower albumin category had longer time on 5-times sit-to-stand test (male: p = 0.018; female: p = 0.009) and had lower scores on short physical performance battery (male: p = 0.027; female: p = 0.039). CONCLUSIONS Hand grip strength correlated with various nutritional assessment tools, and PVI was correlated with BMI in particular. Five-times sit-to-stand test and short physical performance battery were correlated with serum albumin concentration and CONUT score. Physical function and skeletal muscle mass are associated with nutritional status, and hand grip strength might be more strongly associated with nutritional status.
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Affiliation(s)
- Kohei Tanaka
- Department of Rehabilitation Medicine, Osaka Police Hospital, 10-31 Kitayama-cho, Tennouji-ku, Osaka, 543-0035, Japan.
| | - Ayano Taoda
- Department of Rehabilitation Medicine, Osaka Police Hospital, 10-31 Kitayama-cho, Tennouji-ku, Osaka, 543-0035, Japan
| | - Hirohiko Kashiwagi
- Department of Rehabilitation Medicine, Osaka Police Hospital, 10-31 Kitayama-cho, Tennouji-ku, Osaka, 543-0035, Japan
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Kan JY, Lee YC, Lin YD, Ho WY, Moi SH. Effect of Baseline Characteristics and Tumor Burden on Vaspin Expression and Progressive Disease in Operable Colorectal Cancer. Diagnostics (Basel) 2020; 10:diagnostics10100801. [PMID: 33050209 PMCID: PMC7600084 DOI: 10.3390/diagnostics10100801] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Revised: 09/28/2020] [Accepted: 10/06/2020] [Indexed: 01/11/2023] Open
Abstract
Colorectal cancer is a highly heterogeneous malignancy in the Asian population, and it is considered an important prognostic factor for baseline characteristics, tumor burden, and tumor markers. This study investigated the effect of baseline characteristics and tumor burden on tumor marker expression and progressive disease in colorectal cancer by using partial least squares variance-based path modeling (PLS-PM). PLS-PM can be used to evaluate the complex relationship between prognostic variables and progressive disease status with a small sample of measurements and structural models. A total of 89 tissue samples of colorectal cancer were analyzed. Our results suggested that the expression of visceral adipose tissue-derived serpin (vaspin) is a potential indicator of colorectal cancer progression and may be affected by baseline characteristics such as age, sex, body mass index, and diabetes mellitus. Moreover, according to the characteristics of tumor burden, the expression of vaspin was generally higher in each progressive disease patient. The overall findings suggest that vaspin is a potential indicator of the progressive disease and may be affected by the baseline characteristics of patients.
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Affiliation(s)
- Jung-Yu Kan
- Division of Breast Surgery, Kaohsiung Medical University Hospital, Kaohsiung 80756, Taiwan;
- Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung 80756, Taiwan
| | - Yi-Chen Lee
- Department of Anatomy, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan; (Y.-C.L.); (W.-Y.H.)
| | - Yu-Da Lin
- Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung 807, Taiwan;
| | - Wan-Yi Ho
- Department of Anatomy, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan; (Y.-C.L.); (W.-Y.H.)
| | - Sin-Hua Moi
- Center of Cancer Program Development, E-Da Cancer Hospital, I-Shou University, Kaohsiung 82445, Taiwan
- Correspondence: ; Tel.: +886-7-6150022 (ext. 6059)
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