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1.
Oncologist ; 26(6): 469-475, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-33465286

RESUMEN

BACKGROUND: RAS short variant (SV) mutations in colorectal cancer (CRC) are associated with lack of benefit from epidermal growth factor receptor (EGFR) monoclonal antibody (EGFRmAb). However, the clinical implications for RAS amplification (RASa) as a biomarker for anti-EGFR therapy in CRC remain ill defined. METHODS: Genomic analysis was performed using the Foundation Medicine (FM) comprehensive genomic profiling database of 37,233 CRC cases. Clinical outcomes were assessed using two independent cohorts: the City of Hope (COH) cohort of 338 patients with metastatic CRC (mCRC) and the Flatiron Health-FM real-world clinicogenomic database (CGDB) of 3,904 patients with mCRC. RESULTS: RASa was detected in 1.6% (614/37,233) of primarily mCRC. RASa 6-9 (n = 241, 39%), 10-19 (n = 165, 27%), and ≥ 20 (n = 209, 34%) copy number subsets had co-RAS SV/BRAF V600E in 63%/3%, 31%/0.6%, and 4.8%/0% of cases, respectively. In the COH cohort, six patients with RASa (13-54 copies) received EGFRmAb, four of six had progressive disease, two had stable disease, and median time to treatment discontinuation (TTD) was 2.5 months. Of the CGDB EGFRmAb-treated patients, those with RASa (n = 9) had median TTD of 4.7 months and overall survival (OS) of 11.4 months, those with RAS SV (n = 101) had median TTD and OS of 5.3 and 9.4 months, and those with RAS/BRAF wild-type (n = 608) had median TTD and OS of 7.6 and 13.7 months. CONCLUSION: Patients with RASa without RAS mutations (1.1% of mCRC) may have poor outcomes on EGFRmAb, although numbers herein were small, and interpretation is confounded by combination chemotherapy. Larger independent studies are warranted to determine if RASa, including degree of amplification, may act similarly to RAS mutation as a resistance mechanism to EGFRmAb therapies. IMPLICATIONS FOR PRACTICE: Genomic data suggest that RAS amplification occurs as the sole RAS/RAF alteration in >1% of colorectal cancer cases and that degree of amplification inversely correlates with co-occurring MAPK pathway alterations. Preliminary clinical evidence suggests that RAS amplification may function similarly to RAS mutation as a negative predictor of benefit from anti-epidermal growth factor receptor therapies in colorectal cancer. More clinical data are needed, and comprehensive genomic profiling, including detection of RAS amplification, should be used in trial design to inform therapy selection.


Asunto(s)
Neoplasias del Colon , Neoplasias Colorrectales , Anticuerpos Monoclonales , Cetuximab , Neoplasias Colorrectales/tratamiento farmacológico , Neoplasias Colorrectales/genética , Receptores ErbB/genética , Humanos , Mutación , Proteínas Proto-Oncogénicas B-raf/genética , Proteínas Proto-Oncogénicas p21(ras)/genética
2.
Future Oncol ; 17(31): 4101-4114, 2021 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-34463133

RESUMEN

Aim: To assess concordance between HER2 status measured by traditional methods and ERBB2 amplification measured by next-generation sequencing and its association with first-line trastuzumab clinical benefit in patients with advanced esophagogastric cancer. Methods: Retrospective analysis of HER2/ERBB2 concordance using a deidentified USA-based clinicogenomic database. Clinical outcomes were assessed for patients with HER2+ advanced esophagogastric cancer who received first-line trastuzumab. Results: Overall HER2/ERBB2 concordance was 87.5%. Among patients who received first-line trastuzumab, concordant HER2/ERBB2 was associated with longer time to treatment discontinuation (adjusted hazard ratio [aHR]: 0.63; 95% CI: 0.43-0.90) and overall survival (aHR: 0.51; 95% CI: 0.33-0.79). ERBB2 copy number ≥25 (median) was associated with longer time to treatment discontinuation (aHR: 0.56; 95% CI: 0.35-0.88) and overall survival (aHR: 0.52; 95% CI: 0.30-0.91). Conclusion: HER2/ERBB2 concordance and higher ERBB2 copy number predicted clinical benefit from trastuzumab.


Lay abstract Trastuzumab is a drug that has been shown to prolong survival in some patients with advanced esophagogastric cancer whose tumor expresses a protein biomarker called HER2. There are different methods for assessing whether a patient's tumor expresses HER2, including but not limited to traditional methods such as immunohistochemistry and in situ hybridization and novel methods such as next-generation sequencing, which detects alterations in the gene (ERBB2) that encodes the HER2 protein. In our study, we assessed concordance between HER2 status (HER2-positive or HER2-negative) measured by traditional methods and ERBB2 amplification measured by next-generation sequencing, to determine whether there was an association between concordance and clinical benefit in patients with advanced esophagogastric cancer treated with trastuzumab. Our results suggest that, when HER2 positivity is detected through traditional methods, both ERBB2 concordance (i.e., agreement that a patient's tumor had the biomarker) and a higher ERBB2 copy number (the amount of the ERBB2 gene expressed by the tumor) were associated with longer time to treatment discontinuation and overall survival in patients with advanced esophagogastric cancer treated with first-line trastuzumab.


Asunto(s)
Neoplasias Esofágicas/tratamiento farmacológico , Receptor ErbB-2/genética , Trastuzumab/uso terapéutico , Anciano , Neoplasias Esofágicas/mortalidad , Femenino , Amplificación de Genes , Dosificación de Gen , Humanos , Masculino , Persona de Mediana Edad , Receptor ErbB-2/análisis , Estudios Retrospectivos
3.
Psychooncology ; 28(3): 511-517, 2019 03.
Artículo en Inglés | MEDLINE | ID: mdl-30578599

RESUMEN

OBJECTIVE: To determine the association of caregiving task burden and patient symptom burden with psychological distress among caregivers of head and neck cancer (HNC) patients. METHODS: Adults with HNC and their primary caregivers were included. Patient symptom burden was assessed with the Vanderbilt Head and Neck Symptom Survey-2.0. Caregiving task burden was quantified as task number and task difficulty/distress using the HNC Caregiving Task Inventory. Psychological distress was measured with the Profile of Mood States-Short Form. Two-step clustering analysis was conducted for patient symptom burden, caregiving task burden, and psychological distress. Associations of the resultant clusters of task burden and patient symptoms with caregiver distress were tested using logistic regressions. RESULTS: Eighty-nine HNC caregivers and 84 patients were included. Among patients, two clusters of symptom burden were found (51% mod-high, 49% low). Among caregivers, two clusters of caregiving task burden (40% mod-high, 60% low) and caregiver psychological distress (40% mod-high, 60% low) were found. Caregivers with mod-high task numbers and task difficulty/distress reported higher levels of psychological distress. After controlling for caregiver number of tasks, respective difficulty/distress, and patient symptom burden, caregiver perceived task difficulty/distress had the strongest association with caregiver psychological distress (adjusted OR = 3.83; 95% CI, 1.0-14.64; P = 0.049). CONCLUSIONS: Psychological distress in HNC caregivers is associated with caregiving task burden, with caregivers experiencing high task difficulty/distress at greatest risk. Further study of the caregiver and task characteristics leading to psychological distress should inform supportive interventions for HNC patients and caregivers.


Asunto(s)
Cuidadores/psicología , Depresión/psicología , Neoplasias de Cabeza y Cuello/psicología , Estrés Psicológico/psicología , Adaptación Psicológica , Adulto , Anciano , Costo de Enfermedad , Femenino , Neoplasias de Cabeza y Cuello/terapia , Humanos , Masculino , Persona de Mediana Edad , Distrés Psicológico , Calidad de Vida/psicología , Apoyo Social , Encuestas y Cuestionarios
4.
Cancer ; 124(12): 2645-2652, 2018 06 15.
Artículo en Inglés | MEDLINE | ID: mdl-29663343

RESUMEN

BACKGROUND: The Patient Protection and Affordable Care Act extends Medicaid coverage to millions of low-income adults, including many survivors of cancer who were unable to purchase affordable health insurance coverage in the individual health insurance market. METHODS: Using data from the 2011 to 2015 Behavioral Risk Factor Surveillance System, the authors compared changes in coverage and health care access measures for low-income cancer survivors in states that did and did not expand Medicaid. RESULTS: The study population of 17,381 individuals included adults aged 18 to 64 years, and was predominantly female, white, and unmarried. The authors found a relative reduction in the uninsured rate of 11.7 percentage points and a relative increase in the probability of having a personal physician of 5.8 percentage points. Stratifying by whether states expanded Medicaid by 2015, the authors found that relative gains in coverage and access were larger among those individuals residing in states with expanded Medicaid compared with those residing in nonexpansion states. CONCLUSIONS: The results of the current study suggest that the Patient Protection and Affordable Care Act Medicaid expansion has improved coverage and access for cancer survivors. Cancer 2018;124:2645-52. © 2018 American Cancer Society.


Asunto(s)
Supervivientes de Cáncer/estadística & datos numéricos , Cobertura del Seguro/tendencias , Seguro de Salud/tendencias , Medicaid/economía , Neoplasias/economía , Adolescente , Adulto , Sistema de Vigilancia de Factor de Riesgo Conductual , Femenino , Accesibilidad a los Servicios de Salud/economía , Accesibilidad a los Servicios de Salud/estadística & datos numéricos , Accesibilidad a los Servicios de Salud/tendencias , Humanos , Cobertura del Seguro/economía , Cobertura del Seguro/estadística & datos numéricos , Seguro de Salud/economía , Seguro de Salud/normas , Masculino , Medicaid/estadística & datos numéricos , Medicaid/tendencias , Persona de Mediana Edad , Neoplasias/mortalidad , Neoplasias/terapia , Patient Protection and Affordable Care Act/economía , Pobreza/economía , Pobreza/estadística & datos numéricos , Encuestas y Cuestionarios/estadística & datos numéricos , Estados Unidos , Adulto Joven
5.
Support Care Cancer ; 26(7): 2143-2148, 2018 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-29372394

RESUMEN

PURPOSE: The primary objective of this study is to evaluate how attendance at dental visits may change as cancer patients move through pre-diagnosis, diagnosis, and into survivorship. METHODS: The Health and Retirement Study consists of longitudinal survey data collected biannually detailing financial and health information in subjects over 51 years old. We assessed a subset of 4195 patients who received a new cancer diagnosis during the study period. The odds of reporting a dental visit were examined using a mixed effects logistic regression model. A propensity score weighted analysis of the association between dental attendance and survival was also undertaken. RESULTS: The odds of attending a dental visit were substantially lower in the peri-diagnosis period OR = 0.784 (0.700, 0.876) and the post-diagnosis period OR = 0.734 (0.655, 0.823) compared to pre-diagnosis. This effect persisted in patients who survived for at least 2 years indicating that the decline in oral health visits was not due to low expected survival. After propensity score weighting, patients who attended a dental visit in the peri-diagnosis period demonstrated a reduced hazard of all-cause mortality HR = 0.825 (0.681, 0.979) compared with those with no attendance. CONCLUSIONS: Dental attendance decreases by a statistically and clinically significant amount both during and after cancer therapy despite guideline recommendations encouraging dental referral and monitoring for many types of cancer therapy. Attendance at dental appointments during cancer therapy is associated with improved survival, which is likely due to a combination of direct and indirect effects.


Asunto(s)
Atención Odontológica/estadística & datos numéricos , Neoplasias/terapia , Salud Bucal/estadística & datos numéricos , Cooperación del Paciente/estadística & datos numéricos , Factores Socioeconómicos , Femenino , Humanos , Modelos Logísticos , Estudios Longitudinales , Masculino , Persona de Mediana Edad
6.
Oncologist ; 21(6): 755-61, 2016 06.
Artículo en Inglés | MEDLINE | ID: mdl-27053502

RESUMEN

UNLABELLED: : The advent of crizotinib, the first small molecule inhibitor against anaplastic lymphoma kinase (ALK), has led to impressive advances in the care of patients with advanced ALK-rearranged non-small cell lung cancer. The development of second-generation ALK inhibitors, starting with the recent U.S. Food and Drug Administration approval of ceritinib, promises to expand the therapeutic landscape for this cohort of patients. With increasing use of molecularly targeted therapy options, it has been observed that disease progression in patients receiving targeted agents has a heterogeneous biology, manifesting as either oligoprogressive or widely progressive disease, which may require development of innovative treatment strategies. This review discusses the first- and second-generation ALK inhibitors approved or in clinical development, as well as the novel challenges and approaches to disease progression in patients on targeted agents. IMPLICATIONS FOR PRACTICE: The identification of driver mutations in non-small cell lung cancer (NSCLC), most prominently epidermal growth factor receptor (EGFR) and anaplastic lymphoma kinase (ALK), has expanded treatment options for a significant cohort of patients. However, the success of targeted agents has brought new challenges, particularly regarding management of progression. Progression manifests heterogeneously, and management of oligoprogression may differ from diffusely progressive disease. Multiple options for treatment at progression exist, and it is becoming evident that selecting the best avenue of care requires understanding the biology and potential drivers of disease progression. This review discusses the array of treatment options available for patients with ALK-positive NSCLC, as well as evaluation and treatment of progressive disease.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas/tratamiento farmacológico , Neoplasias Pulmonares/tratamiento farmacológico , Proteínas Tirosina Quinasas Receptoras/antagonistas & inhibidores , Quinasa de Linfoma Anaplásico , Carbazoles/uso terapéutico , Carcinoma de Pulmón de Células no Pequeñas/enzimología , Carcinoma de Pulmón de Células no Pequeñas/mortalidad , Crizotinib , Progresión de la Enfermedad , Humanos , Neoplasias Pulmonares/enzimología , Neoplasias Pulmonares/mortalidad , Piperidinas/uso terapéutico , Pirazoles/uso terapéutico , Piridinas/uso terapéutico , Proteínas Tirosina Quinasas Receptoras/análisis
7.
Cancer Treat Res ; 170: 203-23, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-27535396

RESUMEN

Lung cancer has not traditionally been viewed as an immune-responsive tumor. However, it is becoming evident that tumor-induced immune suppression is vital to malignant progression. Immunotherapies act by enhancing the patient's innate immune response and hold promise for inducing long-term responses in select patients with non-small cell lung cancer (NSCLC) and small cell lung cancer (SCLC). Immune checkpoint inhibitors, in particular, inhibitors to cytotoxic T-lymphocyte-associated antigen 4 (CTLA-4) and programmed death 1 (PD-1) and programmed death receptor ligand 1 (PD-L1) have shown promise in early studies and are currently in clinical trials in both small cell lung cancer and non-small cell lung cancer patients. Two large randomized phase III trials recently demonstrated superior overall survival (OS) in patients treated with anti-PD-1 therapy compared to chemotherapy in the second-line setting.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas/terapia , Inmunoterapia/métodos , Neoplasias Pulmonares/terapia , Carcinoma Pulmonar de Células Pequeñas/terapia , Humanos , Inmunoterapia/tendencias
8.
J Natl Compr Canc Netw ; 13(12): 1490-5, 2015 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-26656518

RESUMEN

BACKGROUND: Targeted therapies have shown clinical benefit in the treatment of solid tumors. The toxicity profiles and treatment duration and schedule of these agents differ considerably from those of traditional chemotherapy. Many studies of targeted therapies report sizeable numbers of grade 1 or 2 toxicities. We sought to determine whether anticipation of low-grade toxicities and treatment logistics impact patient willingness to undergo therapy. PATIENTS AND METHODS: A total of 209 patients with cancer (101 lung and 108 breast) were surveyed at the Vanderbilt-Ingram Cancer Center regarding willingness to comply with treatment based on anticipated efficacy, dosing convenience, and toxicity profiles. All toxicities were Common Terminology Criteria for Adverse Events (CTCAE) version 4.0 grade 1 and 2. Willingness to comply with treatment depending on toxicity, anticipated benefit, cancer type, and dosing convenience was compared. RESULTS: A substantial number of patients (2.9%-48.8%, depending on the toxicity described) professed unwillingness to undergo treatment because of anticipated grade 1 and 2 toxicities. Gastrointestinal and constitutional toxicities had a stronger negative impact on patient willingness to undergo therapy than dermatologic toxicity. Patients with lung cancer were significantly more likely to accept dermatologic and gastrointestinal toxicities than those with breast cancer. Willingness to tolerate toxicities correlated with expected benefit in terms of life expectancy and chance of cure. Lengthy travel distance for treatment negatively impacted willingness to undergo treatment. CONCLUSIONS: Anticipation of low-grade toxicities and dosing inconvenience negatively impacts patient willingness to be treated, which may affect adherence and therapeutic outcomes from therapy. Long-term tolerability should be considered when developing and assessing the impact of novel agents.


Asunto(s)
Antineoplásicos/efectos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Efectos Colaterales y Reacciones Adversas Relacionados con Medicamentos , Terapia Molecular Dirigida/efectos adversos , Neoplasias/tratamiento farmacológico , Neoplasias/epidemiología , Prioridad del Paciente , Adulto , Anciano , Antineoplásicos/uso terapéutico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Efectos Colaterales y Reacciones Adversas Relacionados con Medicamentos/diagnóstico , Efectos Colaterales y Reacciones Adversas Relacionados con Medicamentos/epidemiología , Femenino , Encuestas de Atención de la Salud , Humanos , Masculino , Cumplimiento de la Medicación , Persona de Mediana Edad
9.
Curr Treat Options Oncol ; 16(10): 51, 2015 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-26364032

RESUMEN

OPINION STATEMENT: Epidermal growth factor receptor (EGFR) mutations have been detected in approximately 10 % of North American patients diagnosed with non-small cell lung cancer (NSCLC). Approximately 90 % of these mutations are exon 19 deletions or exon 21 L858R point mutations. First- and second-generation EGFR tyrosine kinase inhibitors (TKIs) are approved as first-line therapy based on clinical trials demonstrating superior response rates, progression free survival (PFS), and overall survival (OS) compared to chemotherapy in patients with EGFR mutation-positive NSCLC treated with an EGFR TKI prior to chemotherapy. However, the majority of patients treated with an EGFR TKI develop resistance to therapy within about 12 months, approximately 50 % of patients due to a second site mutation, the T790M mutation occurring within exon 20. At the time of progression, the EGFR TKI is most commonly discontinued and a different systemic therapy is initiated. However, oncogene addiction persists and recent exciting data with third-generation EGFR TKIs suggests that acquired resistance may be surmountable. The newest EGFR TKIs have shown activity against EGFR-mutant NSCLC after progression on first-generation TKIs, including those with T90M, while sparing wild-type EGFR and hence appear to be both well tolerated and efficacious. At this time, it appears that third-generation EGFR TKIs are effective following first-generation therapy, and determining the most appropriate sequence to maximize overall survival is a matter of ongoing investigation. As the arsenal of active agents in EGFR mutant NSCLC grows, future research into potential combinations, optimal timing, and resistance mechanisms of these new treatments, as well as their possible role in the adjuvant, post-chemoradiation, and neoadjuvant settings holds great promise for this group of patients.


Asunto(s)
Antineoplásicos/administración & dosificación , Carcinoma de Pulmón de Células no Pequeñas/tratamiento farmacológico , Neoplasias Pulmonares/tratamiento farmacológico , Terapia Molecular Dirigida/tendencias , Inhibidores de Proteínas Quinasas/administración & dosificación , Carcinoma de Pulmón de Células no Pequeñas/mortalidad , Carcinoma de Pulmón de Células no Pequeñas/patología , Supervivencia sin Enfermedad , Resistencia a Antineoplásicos/efectos de los fármacos , Receptores ErbB/antagonistas & inhibidores , Clorhidrato de Erlotinib/administración & dosificación , Humanos , Neoplasias Pulmonares/mortalidad , Neoplasias Pulmonares/patología , Mutación , Proteínas Tirosina Quinasas Receptoras/antagonistas & inhibidores
10.
JCO Clin Cancer Inform ; 8: e2300046, 2024 01.
Artículo en Inglés | MEDLINE | ID: mdl-38241599

RESUMEN

PURPOSE: Electronic health record (EHR)-based real-world data (RWD) are integral to oncology research, and understanding fitness for use is critical for data users. Complexity of data sources and curation methods necessitate transparency into how quality is approached. We describe the application of data quality dimensions in curating EHR-derived oncology RWD. METHODS: A targeted review was conducted to summarize data quality dimensions in frameworks published by the European Medicines Agency, The National Institute for Healthcare and Excellence, US Food and Drug Administration, Duke-Margolis Center for Health Policy, and Patient-Centered Outcomes Research Institute. We then characterized quality processes applied to curation of Flatiron Health RWD, which originate from EHRs of a nationwide network of academic and community cancer clinics, across the summarized quality dimensions. RESULTS: The primary quality dimensions across frameworks were relevance (including subdimensions of availability, sufficiency, and representativeness) and reliability (including subdimensions of accuracy, completeness, provenance, and timeliness). Flatiron Health RWD quality processes were aligned to each dimension. Relevancy to broad or specific use cases is optimized through data set size and variable breadth and depth. Accuracy is addressed using validation approaches, such as comparison with external or internal reference standards or indirect benchmarking, and verification checks for conformance, consistency, and plausibility, selected on the basis of feasibility and criticality of the variable to the intended use case. Completeness is assessed against expected source documentation; provenance by recording data transformation, management procedures, and auditable metadata; and timeliness by setting refresh frequency to minimize data lags. CONCLUSION: Development of high-quality, scaled, EHR-based RWD requires integration of systematic processes across the data lifecycle. Approaches to quality are optimized through knowledge of data sources, curation processes, and use case needs. By addressing quality dimensions from published frameworks, Flatiron Health RWD enable transparency in determining fitness for real-world evidence generation.


Asunto(s)
Oncología Médica , Neoplasias , Humanos , Reproducibilidad de los Resultados , Neoplasias/terapia , Exactitud de los Datos , Política de Salud
11.
Commun Biol ; 7(1): 765, 2024 Jun 24.
Artículo en Inglés | MEDLINE | ID: mdl-38914723

RESUMEN

Red blood cell (RBC) transfusions facilitate many life-saving acute and chronic interventions. Transfusions are enabled through the gold-standard hypothermic storage of RBCs. Today, the demand for RBC units is unfulfilled, partially due to the limited storage time, 6 weeks, in hypothermic storage. This time limit stems from high metabolism-driven storage lesions at +1-6 °C. A recent and promising alternative to hypothermic storage is the supercooled storage of RBCs at subzero temperatures, pioneered by our group. Here, we report on long-term supercooled storage of human RBCs at physiological hematocrit levels for up to 23 weeks. Specifically, we assess hypothermic RBC additive solutions for their ability to sustain supercooled storage. We find that a commercially formulated next-generation solution (Erythro-Sol 5) enables the best storage performance and can form the basis for further improvements to supercooled storage. Our analyses indicate that oxidative stress is a prominent time- and temperature-dependent injury during supercooled storage. Thus, we report on improved supercooled storage of RBCs at -5 °C by supplementing Erythro-Sol 5 with the exogenous antioxidants, resveratrol, serotonin, melatonin, and Trolox. Overall, this study shows the long-term preservation potential of supercooled storage of RBCs and establishes a foundation for further improvement toward clinical translation.


Asunto(s)
Conservación de la Sangre , Eritrocitos , Eritrocitos/citología , Humanos , Conservación de la Sangre/métodos , Frío , Antioxidantes/metabolismo , Estrés Oxidativo , Criopreservación/métodos , Factores de Tiempo
12.
Clin Pharmacol Ther ; 113(4): 867-877, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-36606735

RESUMEN

This proof-of-concept study retrospectively assessed the feasibility of applying a hybrid control arm design to a completed phase III randomized controlled trial (RCT; CheckMate-057) in advanced non-small cell lung cancer using a real-world data (RWD) source. The emulated trial consists of an experimental arm (patients from the RCT experimental cohort) and a hybrid control arm (patients from the RCT and RWD control cohorts). For the RWD control cohort, this study used a nationwide electronic health record-derived de-identified database. Three frequentist statistical borrowing methods were evaluated: a two-step Cox model, a fixed Cox model, and propensity score-integrated composite likelihood ("Methods 1-3"). The experimental treatment effect for hybrid control designs were evaluated using hazard ratios (HRs) with 95% confidence interval (CI) estimated from the Cox models accounting for covariate differences. The reduction in study duration compared to the RCT was also evaluated. All three statistical borrowing methods achieved comparable experimental treatment effects to that observed in the CheckMate-057 clinical trial, with HRs of 0.73 (95% CI: 0.59, 0.92), 0.74 (95% CI: 0.61, 0.91), 0.72 (95% CI: 0.59, 0.88) for Methods 1-3, respectively. Reduction in study duration time was 99-115 days when borrowing 30-38 events for Methods 1-3, respectively. This study demonstrated that it is feasible to emulate an RCT using a hybrid control arm design using three frequentist propensity-score based statistical borrowing methods. Selection of an appropriate, fit-for-use RWD cohort is critical to minimizing bias in experimental treatment effect.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Neoplasias Pulmonares , Humanos , Carcinoma de Pulmón de Células no Pequeñas/tratamiento farmacológico , Estudios Retrospectivos , Neoplasias Pulmonares/tratamiento farmacológico , Ensayos Clínicos Controlados Aleatorios como Asunto , Modelos de Riesgos Proporcionales
13.
J Thorac Oncol ; 18(4): 476-486, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-36494074

RESUMEN

INTRODUCTION: Tyrosine kinase inhibitors and immune checkpoint inhibitors (ICIs), each requiring testing for precision biomarkers, have recently been approved in the adjuvant setting. We assessed the potential value of multigene testing in early lung adenocarcinoma (LUAD). METHODS: Using a real-world clinicogenomic database linking deidentified electronic health record-derived clinical data to genomic data, we selected patients with LUAD who underwent tissue comprehensive genomic profiling (CGP). Using a probabilistic decision tree, we estimated the cost implications of the avoidance of adjuvant ICI in patients with programmed death-ligand 1-positive (PD-L1+) LUAD and an ALK, ROS1 or RET driver. RESULTS: The CGP was performed on a specimen collected before advanced disease in 20% (1320 of 6697) of cases and ordered before advanced diagnosis for 12.6% (847 of 6697) of patients. The prevalence of driver alterations in early and advanced-stage specimens was similar, though KRAS mutations were enriched in early disease and drivers including ALK rearrangements in advanced disease. Patients who had CGP results obtained before versus after recurrence had less time between recurrence and the start of any first-line treatment (median 3.6 versus 6 wk, p < 0.001). Through avoidance of ICI in programmed death-ligand 1-positive early LUAD with an ALK, ROS1 or RET driver, we estimated that the universal CGP could reduce expected costs by $1597.23 per patient relative to EGFR single-gene testing. CONCLUSIONS: The CGP can identify driver alterations and accelerate the start of first-line therapy at recurrence. It may also represent a cost-effective approach for avoiding futile adjuvant ICI in patients with drivers that have historically lacked activity with ICI in metastatic disease.


Asunto(s)
Adenocarcinoma del Pulmón , Adenocarcinoma , Carcinoma de Pulmón de Células no Pequeñas , Neoplasias Pulmonares , Humanos , Carcinoma de Pulmón de Células no Pequeñas/patología , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/cirugía , Neoplasias Pulmonares/tratamiento farmacológico , Proteínas Tirosina Quinasas/genética , Proteínas Proto-Oncogénicas/genética , Adenocarcinoma del Pulmón/genética , Adenocarcinoma del Pulmón/cirugía , Adenocarcinoma/genética , Adenocarcinoma/cirugía , Adenocarcinoma/patología , Mutación , Proteínas Tirosina Quinasas Receptoras/genética
14.
Artículo en Inglés | MEDLINE | ID: mdl-35667789

RESUMEN

Sex differences in the neuroendocrine response to acute stress occur in both animals and humans. In rodents, stressors such as restraint and novelty induce a greater activation of the hypothalamic-pituitary-adrenal axis (HPA) in females compared to males. The nature of this difference arises from steroid actions during development (organizational effects) and adulthood (activational effects). Androgens decrease HPA stress responsivity to acute stress, while estradiol increases it. Androgenic down-regulation of HPA responsiveness is mediated by the binding of testosterone (T) and dihydrotestosterone (DHT) to the androgen receptor, as well as the binding of the DHT metabolite, 3ß-diol, to the ß form of the estrogen receptor (ERß). Estradiol binding to the α form of the estrogen receptor (ERα) increases HPA responsivity. Studies of human sex differences are relatively few and generally employ a psychosocial paradigm to measure stress-related HPA activation. Men consistently show greater HPA reactivity than women when being evaluated for achievement. Some studies have found greater reactivity in women when being evaluated for social performance. The pattern is inconsistent with rodent studies but may involve the differential nature of the stressors employed. Psychosocial stress is nonphysical and invokes a significant degree of top-down processing that is not easily comparable to the types of stressors employed in rodents. Gender identity may also be a factor based on recent work showing that it influences the neural processing of positive and negative emotional stimuli independent of genetic sex. Comparing different types of stressors and how they interact with gender identity and genetic sex will provide a better understanding of sex steroid influences on stress-related HPA reactivity.

15.
Cancer Epidemiol Biomarkers Prev ; 31(6): 1195-1201, 2022 06 01.
Artículo en Inglés | MEDLINE | ID: mdl-35027431

RESUMEN

BACKGROUND: Clinico-genomic databases favor inclusion of long-term survivors, leading to potentially biased overall survival (OS) analyses. Risk set adjustments relying on the independent delayed entry assumption may mitigate this bias. We aimed to determine whether this assumption is satisfied in a dataset of patients with advanced non-small cell lung cancer (aNSCLC), and to give guidance for clinico-genomic OS analyses when the assumption is not satisfied. METHODS: We analyzed the association of timing of next-generation sequencing (NGS) testing with real-world OS (rwOS) in patient data from a United States-based nationwide longitudinal deidentified electronic health records-derived database. Estimates of rwOS using risk set adjustment were compared with estimates computed with respect to all patients, regardless of NGS testing. RESULTS: The independent delayed entry assumption was not satisfied in this database, and later sequencing had a negative association with the hazard of death after sequencing. In a model adjusted for relevant characteristics, each month delay in sequencing was associated with a 2% increase in the hazard of death. However, until the median survival time, estimates of OS using risk set adjustment are similar to estimates computed for all patients, regardless of NGS testing. CONCLUSIONS: rwOS analyses in clinico-genomic databases should assess the independent delayed entry assumption. Comparisons versus broader population may be useful to evaluate the rwOS differences between calculations using risk set adjustment and patient cohorts where the bias relates to overrepresentation of long survivors. IMPACT: This study illustrates practices that can increase the interpretability of findings from OS analyses in clinico-genomic databases.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Neoplasias Pulmonares , Genómica , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Análisis de Supervivencia , Estados Unidos
16.
JCO Precis Oncol ; 6: e2100330, 2022 01.
Artículo en Inglés | MEDLINE | ID: mdl-35050711

RESUMEN

PURPOSE: Human epidermal growth factor receptor 2 (HER2) overexpression or amplification (ERBB2amp) are biomarkers for approved anti-HER2 therapies. ERBB2amp may better predict response compared with immunohistochemistry or in situ hybridization, and quantitative copy number (CN) may further stratify patients. We characterized ERBB2amp in advanced gastroesophageal adenocarcinomas (GEA) and hypothesized that increased CN was associated with better outcome to trastuzumab. METHODS: Comprehensive genomic profiling, including assessment of ERBB2amp, was performed for 12,905 GEA tissue cases. Clinical outcomes were assessed using a clinicogenomic database linking deidentified electronic health record-derived clinical data to genomic data. Multivariable Cox proportional hazard models were used for real-world progression-free survival (rwPFS) comparisons. RESULTS: ERBB2amp (CN ≥ 5) was detected in 15% (1,934 of 12,905) of GEA; median CN 22 (interquartile range 9-73). Median ERBB2 amplicon size was 0.27 megabase (interquartile range 0.13-0.95), and smaller amplicons were associated with higher CN (P < .001). In the clinicogenomic database, of 101 evaluable first-line trastuzumab-treated patients, ERBB2 CN was a significant predictor of rwPFS as a continuous variable (adjusted hazard ratio = 0.73; 95% CI, 0.60 to 0.89; P = .002), whereas ERBB2 CN was not predictive of rwPFS on chemotherapy (adjusted hazard ratio = 0.93; 95% CI, 0.73 to 1.20; P = .59). Among trastuzumab-treated patients, no significant associations with ERBB2 CN were observed for disease site, age, stage at advanced diagnosis, or most selected coalterations. CONCLUSION: ERBB2amp was detected in 15% of GEA tissue samples, with significant diversity in ERBB2 CN and amplicon focality. ERBB2 CN was predictive of rwPFS as a continuous variable for patients treated with trastuzumab. Further studies exploring the clinical utility of quantitative ERBB2 CN, particularly in the setting of the evolving anti-HER2 landscape and combination therapies, are warranted.


Asunto(s)
Adenocarcinoma/tratamiento farmacológico , Adenocarcinoma/genética , Antineoplásicos Inmunológicos/uso terapéutico , Biomarcadores de Tumor/genética , Variaciones en el Número de Copia de ADN , Neoplasias Esofágicas/tratamiento farmacológico , Neoplasias Esofágicas/genética , Receptor ErbB-2/antagonistas & inhibidores , Receptor ErbB-2/genética , Neoplasias Gástricas/tratamiento farmacológico , Neoplasias Gástricas/genética , Trastuzumab/uso terapéutico , Adenocarcinoma/patología , Anciano , Neoplasias Esofágicas/patología , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Estudios Retrospectivos , Neoplasias Gástricas/patología
17.
JCO Clin Cancer Inform ; 6: e2100133, 2022 03.
Artículo en Inglés | MEDLINE | ID: mdl-35297649

RESUMEN

PURPOSE: The molecular heterogeneity of metastatic colorectal cancer (mCRC) presents a therapeutic challenge, with few trials focused on patients with human epidermal growth factor receptor 2 amplification (HER2-Amp). Our limited understanding of real-world patterns and outcomes by HER2 status of treatment-refractory patients leaves treatment decisions with little contextual information. We conducted a retrospective cohort study to describe the natural disease history of patients with refractory mCRC using an electronic health record-derived database with oncogenomic information. METHODS: We included patients with stage IV or recurrent mCRC diagnosed from January 2011 through December 2019 from a deidentified clinicogenomic database. Patients with ≥ 2 documented clinic visits, ≥ 2 lines of therapy (LOT) after mCRC diagnosis, and comprehensive genomic profiling were eligible. Patient records defined by treatment-refractory LOT were allocated to the HER2-Amp or HER2 wild-type (WT) cohort on the basis of comprehensive genomic profiling. Index date was defined as the start of any treatment-refractory LOT (≥ 2 LOT; patients could contribute multiple records). Descriptive statistics included demographic and clinical characteristics, treatments, laboratory values, and biomarkers. Overall survival (OS) was calculated as time (in months) from the index date until death from any cause and analyzed using Kaplan-Meier methodology. Sensitivity analyses were conducted to test the robustness of the primary findings. RESULTS: A total of 576 patients were included (1,339 records); 63 (158 records) were HER2-Amp, and 513 (1,181 records) were HER2-WT. Demographics, clinical characteristics, biomarkers, and laboratory values were comparable between HER2 cohorts. OS was similar, with an unadjusted median OS of 11.2 months (95% CI, 8.6 to 15.1) and 9.9 months (95% CI, 8.3 to 10.9) across LOT for HER2-Amp and HER2-WT cohorts, respectively. CONCLUSION: This study showed considerable treatment heterogeneity and poor outcomes among patients with treatment-refractory mCRC, emphasizing a substantial unmet therapeutic need.


Asunto(s)
Neoplasias del Colon , Neoplasias Colorrectales , Adenosina Monofosfato/uso terapéutico , Neoplasias Colorrectales/tratamiento farmacológico , Neoplasias Colorrectales/terapia , Humanos , Recurrencia Local de Neoplasia , Receptor ErbB-2 , Estudios Retrospectivos
18.
Oncology (Williston Park) ; 25(2): 182-9, 2011 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-21456390

RESUMEN

Pancreatic cancer is the fourth leading cause of cancer death, and it is estimated that over 43,000 people would be diagnosed with and over 36,000 people would die of pancreatic cancer in the United States in 2010. Surgical resection remains the only chance for possible cure, but only 15% to 20% of patients newly diagnosed with pancreatic cancer are considered for surgical resection. Of these, the median five-year survival rate is still less than 20%, with most resections resulting in recurrent disease. This suggests that even seemingly resectable pancreatic cancer has microscopic systemic spread before operative intervention occurs. Both adjuvant and neoadjuvant therapies have been studied in an effort to improve survival for patients with resectable pancreatic cancer.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Neoplasias Pancreáticas/tratamiento farmacológico , Quimioterapia Adyuvante , Ensayos Clínicos como Asunto , Desoxicitidina/administración & dosificación , Desoxicitidina/análogos & derivados , Fluorouracilo/administración & dosificación , Humanos , Terapia Neoadyuvante , Neoplasias Pancreáticas/mortalidad , Neoplasias Pancreáticas/cirugía , Radioterapia Adyuvante , Gemcitabina
19.
Curr Oncol Rep ; 13(3): 195-205, 2011 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-21491194

RESUMEN

Pancreas cancer is a significant cause of cancer mortality; therefore, the development of early diagnostic strategies and effective treatment is essential. Improvements in imaging technology, as well as use of biomarkers such as CA 19-9, are changing the way that pancreas cancer is diagnosed and staged. Although progress in treatment for pancreas cancer has been incremental, development of combination therapies involving both chemotherapeutic and biologic agents is ongoing. This article reviews current strategies in the diagnosis and treatment of resectable and advanced pancreas cancer.


Asunto(s)
Carcinoma/diagnóstico , Carcinoma/terapia , Neoplasias Pancreáticas/diagnóstico , Neoplasias Pancreáticas/terapia , Biomarcadores de Tumor/análisis , Antígeno CA-19-9/análisis , Carcinoma/patología , Quimioterapia Adyuvante , Terapia Combinada , Desoxicitidina/análogos & derivados , Desoxicitidina/uso terapéutico , Receptores ErbB/antagonistas & inhibidores , Receptores ErbB/genética , Humanos , Terapia Neoadyuvante , Estadificación de Neoplasias , Neoplasias Pancreáticas/patología , Tomografía de Emisión de Positrones , Gemcitabina
20.
Target Oncol ; 16(3): 389-399, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-33893941

RESUMEN

BACKGROUND: Neurotrophic tyrosine receptor kinase (NTRK) gene fusions are oncogenic drivers in various tumor types. While NTRK gene fusions are predictive of benefit from tropomyosin receptor kinase inhibitors regardless of tumor type, the prognostic significance of NTRK gene fusions in a pan-tumor setting remains unclear. OBJECTIVE: This study evaluated the characteristics and prognosis of tropomyosin receptor kinase fusion cancer in the real-world setting. PATIENTS AND METHODS: This retrospective study used a de-identified clinico-genomic database and included patients with cancer who had comprehensive genomic profiling between January 2011 and July 2018. Patients were classified as having cancer with NTRK gene fusions or NTRK wild-type genes. Patients were matched with a 1:4 ratio (NTRK fusion:NTRK wild-type) using the Mahalanobis distance method on demographic and clinical characteristics, including age and Eastern Cooperative Oncology Group performance status. Descriptive analysis of clinical and molecular characteristics was conducted. Kaplan-Meier estimator and Cox regression were used for overall survival analysis. RESULTS: Median overall survival was 12.5 months (95% confidence interval 9.5-not estimable) and 16.5 months (95% confidence interval 12.5-22.5) in the NTRK gene fusion (n = 27) and NTRK wild-type cohorts (n = 107), respectively (hazard ratio 1.44; 95% confidence interval 0.61-3.37; p = 0.648). Co-occurrence of select targetable biomarkers including ALK, BRAF, ERBB2, EGFR, ROS1, and KRAS was lower in cancers with NTRK gene fusions than in NTRK wild-type cancers. CONCLUSIONS: Although the hazard ratio for overall survival suggested a higher risk of death for patients with NTRK gene fusions, the difference was not statistically significant. Co-occurrence of NTRK gene fusions and other actionable biomarkers was uncommon.


Asunto(s)
Neoplasias/genética , Proteínas de Fusión Oncogénica/genética , Oncogenes/genética , Proteínas Tirosina Quinasas Receptoras/genética , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Neoplasias/mortalidad , Pronóstico , Análisis de Supervivencia
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